Thesis-NoiseDectection-results/NoiseDectection-attributes/5.Data_separation/All_metrics_split/models_comparisons_split.csv

model_name, vector_size, start, end, nb_zones, metric, mode, tran_size, val_size, test_size, train_pct_size, val_pct_size, test_pct_size, train_acc, val_acc, test_acc, all_acc, F1_train, recall_train, roc_auc_train, F1_val, recall_val, roc_auc_val, F1_test, recall_test, roc_auc_test, F1_all, recall_all, roc_auc_all
svm_model_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4,4, mscn, svd,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.76923077 0.53846154 0.73076923 0.57692308 0.75      ],0.428571428571429,0.523809523809524,0.783018867924528,0.984126984126984,0.96875,0.984375,0.6,1,0.5,0.6875,1,0.5,0.816,0.980769230769231,0.786680911680912
svm_model_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8,4, mscn, svd,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.69230769 0.53846154 0.73076923 0.69230769 0.79166667],0.404761904761905,0.595238095238095,0.80188679245283,1,1,1,0.576271186440678,0.944444444444444,0.472222222222222,0.746268656716418,1,0.5,0.834645669291338,0.990654205607477,0.800089007565643
svm_model_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16,4, mscn, svd,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.58333333 0.625      0.66666667 0.54545455 0.63636364],0.552631578947368,0.552631578947368,0.822916666666667,1,1,1,0.711864406779661,1,0.5,0.711864406779661,1,0.5,0.854700854700855,1,0.815217391304348
svm_model_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26,4, mscn, svd,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.69230769 0.61538462 0.57692308 0.61538462 0.73076923],0.488372093023256,0.534883720930232,0.805555555555556,1,1,1,0.65625,1,0.5,0.696969696969697,1,0.5,0.838461538461539,1,0.803738317757009
svm_model_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.58333333 0.70833333 0.70833333 0.77272727],0.512820512820513,0.512820512820513,0.806122448979592,1,1,1,0.677966101694915,1,0.5,0.677966101694915,1,0.5,0.838983050847458,1,0.804123711340206
svm_model_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40,4, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.57692308 0.65384615 0.54166667 0.58333333 0.66666667],0.341463414634146,0.487804878048781,0.766990291262136,1,1,1,0.509090909090909,1,0.5,0.655737704918033,1,0.5,0.8,1,0.781818181818182
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4,4, low_bits_3, svd,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.99019608 1.         0.99       1.         0.99      ],0.491017964071856,0.520958083832335,0.802631578947369,1,1,1,0.615384615384615,0.971428571428571,0.557879234167894,0.663865546218487,0.908045977011494,0.504022988505747,0.828303850156087,0.975490196078431,0.806670331684076
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.66666667 0.59090909 0.63636364 0.63636364 0.77272727],0.432432432432432,0.45945945945946,0.779569892473118,1,1,1,0.461538461538462,0.473684210526316,0.431286549707602,0.523809523809524,0.578947368421053,0.456140350877193,0.787564766839378,0.808510638297872,0.779255319148936
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8,4, mscn, svd,120,40,40,0.6,0.2,0.2, [0.66666667 0.58333333 0.83333333 0.83333333 0.625     ],0.65,0.575,0.845,1,1,1,0.75,0.954545454545455,0.616161616161616,0.666666666666667,0.85,0.575,0.863436123348018,0.96078431372549,0.842637054821929
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.75       0.70833333 0.70833333 0.59090909],0.615384615384615,0.666666666666667,0.857142857142857,1,1,1,0.571428571428571,0.476190476190476,0.626984126984127,0.697674418604651,0.681818181818182,0.664438502673797,0.857142857142857,0.823529411764706,0.858573216520651
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26,4, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.96153846 0.84615385 0.83333333 0.91666667 0.91666667],0.487804878048781,0.609756097560976,0.820388349514563,1,1,1,0.533333333333333,0.6,0.490476190476191,0.68,0.772727272727273,0.59688995215311,0.831050228310502,0.875,0.819852941176471
svm_model_N8_B0_E8_nb_zones_4_lab_svd,8,0,8,4, lab, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [1.         0.96226415 1.         1.         1.        ],0.56,0.548571428571429,0.821917808219178,1,1,1,0.717948717948718,1,0.5,0.708487084870849,1,0.5,0.854205607476635,1,0.813842482100239
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32,4, mscn, svd,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.65384615 0.83333333 0.70833333 0.79166667 0.70833333],0.6,0.6,0.841584158415841,1,1,1,0.666666666666667,0.727272727272727,0.585858585858586,0.68,0.772727272727273,0.580808080808081,0.854545454545455,0.895238095238095,0.839371624938635
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.625      0.86363636 0.72727273 0.86363636 0.77272727],0.72972972972973,0.486486486486487,0.844086021505376,1,1,1,0.736842105263158,0.875,0.74702380952381,0.512820512820513,0.588235294117647,0.494117647058824,0.846560846560847,0.898876404494382,0.846345418742036
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4,4, low_bits_2, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.99166667 0.98333333 0.98333333 0.99166667 1.        ],0.683417085427136,0.623115577889447,0.856425702811245,0.991708126036484,1,0.991638795986622,0.727272727272727,0.785046728971963,0.675132060138155,0.666666666666667,0.75,0.622474747474747,0.864966949952786,0.905138339920949,0.85563039445027
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4,4, low_bits_5, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.99122807 1.         1.         1.         0.98214286],0.452127659574468,0.50531914893617,0.791932059447983,1,1,1,0.622710622710623,1,0.5,0.671378091872792,1,0.5,0.825311942959002,1,0.795407098121086
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4,4, low_bits_4, svd,618,206,206,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.58252427184466,0.470873786407767,0.810679611650485,1,1,1,0.724358974358974,0.982608695652174,0.529765886287625,0.622837370242215,0.947368421052632,0.505215742057847,0.840032813781788,0.986512524084778,0.809303228774287
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svd,4,0,4,4, low_bits_4_shifted_2, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [1. 1. 1. 1. 1.],0.5,0.547619047619048,0.809885931558935,1,1,1,0.666666666666667,1,0.5,0.707692307692308,1,0.5,0.842767295597484,1,0.806201550387597
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8,4, low_bits_4, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [1.         0.98305085 1.         1.         1.        ],0.572164948453608,0.474226804123711,0.809670781893004,1,1,1,0.727868852459016,1,0.5,0.643356643356643,1,0.5,0.842553191489361,1,0.806079664570231
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svd,16,0,16,4, low_bits_4_shifted_2, svd,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.99056604 1.         1.         1.         0.99056604],0.482954545454546,0.534090909090909,0.803854875283447,1,1,1,0.651340996168582,1,0.5,0.696296296296296,1,0.5,0.836946277097078,1,0.802511415525114
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4,4, low_bits_6, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [1.         1.         0.99230769 1.         1.        ],0.502325581395349,0.525581395348837,0.805762081784387,1,1,1,0.668730650154799,1,0.5,0.689024390243903,1,0.5,0.838858905165767,1,0.803571428571429
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svd,8,0,8,4, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         1.         1.         0.99166667 1.        ],0.522388059701493,0.462686567164179,0.797216699801193,1,1,1,0.686274509803922,1,0.5,0.63265306122449,1,0.5,0.830564784053156,1,0.798418972332016
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16,4, low_bits_4, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [1. 1. 1. 1. 1.],0.483516483516483,0.510989010989011,0.799342105263158,1,1,1,0.649253731343284,1,0.505263157894737,0.673992673992674,1,0.505555555555556,0.831955922865014,1,0.800653594771242
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8,4, low_bits_2, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.9921875  0.99206349 0.99206349 0.98412698 1.        ],0.738095238095238,0.69047619047619,0.88403041825095,0.996845425867508,1,0.996835443037975,0.689265536723164,0.580952380952381,0.738095238095238,0.640883977900552,0.563106796116505,0.688095454133019,0.877016129032258,0.830152671755725,0.883826335877863
svm_model_N4_B0_E4_nb_zones_4_lab_svd,4,0,4,4, lab, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [1. 1. 1. 1. 1.],0.522727272727273,0.509090909090909,0.806715063520871,1,1,1,0.686567164179104,1,0.5,0.674698795180723,1,0.5,0.839729119638826,1,0.804227941176471
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8,4, low_bits_5, svd,624,208,208,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.485576923076923,0.552884615384615,0.807692307692308,1,1,1,0.653721682847896,1,0.5,0.712074303405573,1,0.5,0.840764331210191,1,0.8046875
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8,4, low_bits_6, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.98412698 0.99193548 1.         0.95967742 0.99193548],0.565217391304348,0.468599033816425,0.806949806949807,1,1,1,0.722222222222222,1,0.5,0.638157894736842,1,0.5,0.84,1,0.804305283757338
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32,4, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [1. 1. 1. 1. 1.],0.487341772151899,0.512658227848101,0.800505050505051,1,1,1,0.652360515021459,0.987012987012987,0.499679333012666,0.666666666666667,1,0.524691358024691,0.831914893617021,0.997448979591837,0.802474489795918
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8,4, low_bits_3, svd,654,218,218,0.6,0.2,0.2, [0.99242424 0.99242424 1.         0.99230769 1.        ],0.522935779816514,0.55045871559633,0.813761467889908,0.998468606431853,0.996941896024465,0.998470948012232,0.657894736842105,0.961538461538462,0.542172739541161,0.689873417721519,0.956140350877193,0.530954790823212,0.840534171249018,0.981651376146789,0.813761467889908
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16,4, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1.         1.         0.98275862 1.         1.        ],0.476683937823834,0.50259067357513,0.796066252587992,1,1,1,0.645614035087719,1,0.5,0.668965517241379,1,0.5,0.829437229437229,1,0.797741273100616
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26,4, low_bits_5, svd,528,176,176,0.6,0.2,0.2, [1.         0.98113208 1.         1.         1.        ],0.4375,0.5625,0.8,1,1,1,0.608695652173913,1,0.5,0.72,1,0.5,0.833333333333333,1,0.8
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svd,4,0,4, zones, mscn, svd,126,42,42,0.6,0.2,0.2, [0.80769231 0.65384615 0.80769231 0.66666667 0.75      ],0.547619047619048,0.452380952380952,0.8,1,1,1,0.677966101694915,0.869565217391304,0.513729977116705,0.596491228070176,0.894736842105263,0.490846681922197,0.826446280991735,0.952380952380952,0.8
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16,4, low_bits_3, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.99193548 0.98387097 0.99193548 0.99193548 1.        ],0.407766990291262,0.504854368932039,0.782945736434108,1,1,1,0.567375886524823,0.941176470588235,0.487117160913952,0.66,0.942857142857143,0.496181046676096,0.813643926788686,0.978,0.788812030075188
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16,4, low_bits_2, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.93650794 0.94444444 0.92857143 0.92063492 0.91935484],0.770334928229665,0.770334928229665,0.881453154875717,0.956656346749226,0.984076433121019,0.955414012738853,0.710843373493976,0.595959595959596,0.761616161616162,0.714285714285714,0.631578947368421,0.758771929824561,0.873469387755102,0.84251968503937,0.880367649211135
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svd,8,0,8, zones, mscn, svd,132,44,44,0.6,0.2,0.2, [0.67857143 0.84615385 0.61538462 0.84615385 0.69230769],0.613636363636364,0.590909090909091,0.840909090909091,1,1,1,0.73015873015873,0.851851851851852,0.543572984749455,0.709677419354839,0.88,0.545263157894737,0.863813229571984,0.940677966101695,0.833084081090063
svm_model_N16_B0_E16_nb_zones_4_lab_svd,16,0,16,4, lab, svd,636,212,212,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.457547169811321,0.528301886792453,0.797169811320755,1,1,1,0.627831715210356,1,0.5,0.691358024691358,1,0.5,0.830575256107171,1,0.798311444652908
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svd,16,0,16, zones, mscn, svd,120,40,40,0.6,0.2,0.2, [0.5        0.58333333 0.79166667 0.70833333 0.75      ],0.55,0.675,0.845,1,1,1,0.590909090909091,0.619047619047619,0.546365914786967,0.666666666666667,0.722222222222222,0.679292929292929,0.847290640394089,0.868686868686869,0.845234523452345
svm_model_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32,4, low_bits_2, svd,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.96428571 0.94642857 0.98214286 0.95454545 0.9       ],0.708108108108108,0.724324324324324,0.884449244060475,0.996402877697842,0.996402877697842,0.996402877697842,0.625,0.494505494505494,0.704699555763385,0.662251655629139,0.537634408602151,0.72533894343151,0.874265569917744,0.805194805194805,0.884278437080161
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svd,26,0,26,4, low_bits_4_shifted_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.98305085 1.         0.96551724 0.97413793 0.99137931],0.5,0.551546391752577,0.810699588477366,1,1,1,0.666666666666667,1,0.5,0.710963455149502,1,0.5,0.843537414965986,1,0.80672268907563
svm_model_N26_B0_E26_nb_zones_4_lab_svd,26,0,26,4, lab, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [1. 1. 1. 1. 1.],0.46969696969697,0.494949494949495,0.793346774193548,1,1,1,0.639175257731959,1,0.5,0.662162162162162,1,0.5,0.826711749788673,1,0.796222664015905
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svd,32,0,32, zones, mscn, svd,102,34,34,0.6,0.2,0.2, [0.77272727 0.75       0.8        0.8        0.85      ],0.529411764705882,0.558823529411765,0.817647058823529,1,1,1,0.619047619047619,0.68421052631579,0.508771929824561,0.516129032258065,0.615384615384615,0.56959706959707,0.822857142857143,0.867469879518072,0.818792411023404
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svd,26,0,26, zones, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.53571429 0.64285714 0.78571429 0.82142857 0.67857143],0.652173913043478,0.41304347826087,0.814655172413793,1,1,1,0.68,0.772727272727273,0.65719696969697,0.4,0.473684210526316,0.422027290448343,0.817021276595745,0.864864864864865,0.816729953093589
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16,4, low_bits_5, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [1.         1.         1.         1.         0.98484848],0.472727272727273,0.472727272727273,0.789473684210526,1,1,1,0.641975308641975,1,0.5,0.641975308641975,1,0.5,0.822900763358779,1,0.793960923623446
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26,4, low_bits_2, svd,606,202,202,0.6,0.2,0.2, [0.95081967 0.92622951 0.93442623 0.91666667 0.96666667],0.767326732673267,0.698019801980198,0.893069306930693,1,1,1,0.740331491712707,0.626168224299065,0.776242006886375,0.64327485380117,0.561224489795918,0.694073783359497,0.887265135699374,0.836614173228346,0.893406688207799
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26,4, low_bits_4, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [1. 1. 1. 1. 1.],0.531707317073171,0.492682926829268,0.805068226120858,1,1,1,0.690322580645161,1,0.510204081632653,0.655629139072848,1,0.509433962264151,0.837133550488599,1,0.8046875
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svd,40,0,40, zones, mscn, svd,132,44,44,0.6,0.2,0.2, [0.92857143 0.69230769 0.76923077 0.76923077 0.80769231],0.681818181818182,0.659090909090909,0.868181818181818,1,1,1,0.708333333333333,0.708333333333333,0.679166666666667,0.651162790697674,0.777777777777778,0.677350427350427,0.869955156950673,0.898148148148148,0.868716931216931
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32,4, low_bits_4, svd,588,196,196,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.48469387755102,0.51530612244898,0.8,1,1,1,0.64808362369338,1,0.509708737864078,0.677966101694915,1,0.505208333333333,0.832478632478633,1,0.801217038539554
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26,4, low_bits_3, svd,636,212,212,0.6,0.2,0.2, [1.         0.9921875  1.         0.98412698 1.        ],0.5,0.523584905660377,0.804716981132076,1,1,1,0.66025641025641,0.936363636363636,0.482887700534759,0.687306501547988,0.991071428571429,0.495535714285714,0.837136113296617,0.985185185185185,0.801246438746439
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svd,32,0,32,4, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.99180328 0.99180328 0.98333333 1.         0.975     ],0.487562189054726,0.472636815920398,0.792246520874751,1,1,1,0.655518394648829,1,0.5,0.641891891891892,1,0.5,0.825688073394495,1,0.795499021526419
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26,4, low_bits_6, svd,648,216,216,0.6,0.2,0.2, [1.         0.99230769 0.98461538 0.98461538 0.9921875 ],0.462962962962963,0.537037037037037,0.8,1,1,1,0.632911392405063,1,0.5,0.698795180722892,1,0.5,0.833333333333333,1,0.8
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40,4, low_bits_4, svd,570,190,190,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.447368421052632,0.526315789473684,0.794736842105263,1,1,1,0.618181818181818,1,0.5,0.689655172413793,1,0.5,0.828193832599119,1,0.796875
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32,4, low_bits_5, svd,618,206,206,0.6,0.2,0.2, [1.         0.99193548 0.99193548 0.99193548 1.        ],0.553398058252427,0.422330097087379,0.795145631067961,1,1,1,0.7125,1,0.5,0.593856655290102,1,0.5,0.82859463850528,1,0.797115384615385
svm_model_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4,4, mscn, svdn,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.46153846 0.53846154 0.80769231 0.30769231 0.33333333],0.428571428571429,0.357142857142857,0.5,0.580152671755725,0.59375,0.5703125,0.4,0.380952380952381,0.428571428571429,0.341463414634146,0.333333333333333,0.357142857142857,0.5,0.5,0.5
svm_model_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8,4, mscn, svdn,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.53846154 0.42307692 0.58333333 0.33333333 0.375     ],0.463414634146341,0.658536585365854,0.543689320388349,0.585714285714286,0.661290322580645,0.532258064516129,0.521739130434783,0.6,0.466666666666667,0.72,0.818181818181818,0.645933014354067,0.601694915254237,0.682692307692308,0.542326546003017
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40,4, low_bits_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.96825397 0.97580645 0.96774194 0.95967742 0.97580645],0.661835748792271,0.671497584541063,0.863899613899614,0.995169082125604,0.993569131832797,0.995176848874598,0.593023255813953,0.467889908256881,0.672720464332522,0.580246913580247,0.447619047619048,0.674789915966387,0.852356020942408,0.775238095238095,0.865114155251141
svm_model_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16,4, mscn, svdn,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.53846154 0.65384615 0.41666667 0.66666667 0.66666667],0.487804878048781,0.585365853658537,0.548543689320388,0.645161290322581,0.806451612903226,0.556451612903226,0.60377358490566,0.8,0.495238095238095,0.679245283018868,0.857142857142857,0.578571428571429,0.64367816091954,0.815533980582524,0.548543689320388
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4,4, low_bits_3, svd,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [1.         1.         0.99090909 0.99090909 0.98181818],0.737704918032787,0.836065573770492,0.914847161572052,1,1,1,0.76,0.783505154639175,0.734775833133541,0.846938775510204,0.882978723404255,0.83474778866842,0.917547568710359,0.931330472103004,0.914554124940391
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40,4, low_bits_6, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.99206349 0.97580645 0.97580645 0.98387097 0.96774194],0.516908212560386,0.545893719806763,0.812741312741313,1,1,1,0.681528662420382,1,0.5,0.70625,1,0.5,0.845541401273885,1,0.807920792079208
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svd,40,0,40,4, low_bits_4_shifted_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.99206349 0.98387097 0.98387097 0.95967742 0.98387097],0.502415458937198,0.444444444444444,0.78957528957529,1,1,1,0.668810289389068,1,0.5,0.615384615384615,1,0.5,0.823051948051948,1,0.793950850661626
svm_model_N26_B0_E26_nb_zones_4_mscn_svdn,26,0,26,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.5        0.3        0.72222222 0.55555556 0.66666667],0.451612903225806,0.451612903225806,0.557692307692308,0.653465346534653,0.702127659574468,0.627659574468085,0.585365853658537,0.8,0.4625,0.585365853658537,0.705882352941176,0.42436974789916,0.622950819672131,0.721518987341772,0.555564688476081
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32,4, low_bits_6, svd,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.96268657 0.97761194 0.98507463 0.99253731 0.98507463],0.560538116591928,0.452914798206278,0.802867383512545,1,1,1,0.718390804597701,1,0.5,0.623456790123457,1,0.5,0.836065573770492,1,0.801801801801802
svm_model_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32,4, mscn, svdn,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.61538462 0.83333333 0.66666667 0.625      0.66666667],0.675,0.6,0.727722772277228,0.793650793650794,0.819672131147541,0.786885245901639,0.682926829268293,0.823529411764706,0.694373401534527,0.578947368421053,0.611111111111111,0.601010101010101,0.731707317073171,0.78125,0.730247641509434
svm_model_N40_B0_E40_nb_zones_4_lab_svd,40,0,40,4, lab, svd,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [1. 1. 1. 1. 1.],0.509259259259259,0.509259259259259,0.804066543438078,1,1,1,0.674846625766871,1,0.5,0.674846625766871,1,0.5,0.837173579109063,1,0.802607076350093
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40,4, low_bits_3, svd,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [1.         0.99253731 1.         1.         1.        ],0.669683257918552,0.678733031674208,0.869801084990958,1,1,1,0.650717703349282,0.576271186440678,0.676485107783446,0.624338624338624,0.561904761904762,0.673193760262726,0.864406779661017,0.827027027027027,0.869956344729484
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4,4, low_bits_2, svd,552,184,184,0.6,0.2,0.2, [0.90178571 0.92727273 0.93636364 0.92727273 0.96363636],0.771739130434783,0.804347826086956,0.890217391304348,0.959860383944154,0.996376811594203,0.958333333333333,0.771739130434783,0.717171717171717,0.776232917409388,0.777777777777778,0.741176470588235,0.799881164587047,0.890097932535364,0.889130434782609,0.890217391304348
svm_model_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40,4, mscn, svdn,136,45,45,0.601769911504425,0.199115044247788,0.199115044247788, [0.64285714 0.64285714 0.67857143 0.69230769 0.53846154],0.466666666666667,0.711111111111111,0.615044247787611,0.615384615384615,0.588235294117647,0.632352941176471,0.52,0.52,0.46,0.73469387755102,0.857142857142857,0.720238095238095,0.620087336244541,0.62280701754386,0.614974937343358
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4,4, low_bits_4, svd,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [1.         1.         0.99074074 0.98148148 0.99074074],0.513812154696133,0.596685082872928,0.822295805739514,1,1,1,0.653543307086614,0.988095238095238,0.545594010800196,0.724528301886792,0.96969696969697,0.558019216555802,0.848541862652869,0.991208791208791,0.82154674593699
svm_model_N32_B0_E32_nb_zones_4_lab_svd,32,0,32,4, lab, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [1. 1. 1. 1. 1.],0.535864978902954,0.531645569620253,0.813659359190556,1,1,1,0.697802197802198,1,0.5,0.694214876033058,1,0.5,0.846421125781793,1,0.808492201039861
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40,4, low_bits_5, svd,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [1.         1.         1.         1.         0.99242424],0.536036036036036,0.509009009009009,0.809352517985611,1,1,1,0.697947214076246,1,0.5,0.674626865671642,1,0.5,0.842261904761905,1,0.805860805860806
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4,4, low_bits_5, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [1.         1.         1.         1.         0.98387097],0.526570048309179,0.550724637681159,0.815637065637066,1,1,1,0.666666666666667,0.89908256880734,0.505663733383262,0.684745762711864,0.885964912280702,0.51287492925863,0.842279108175062,0.955056179775281,0.811193428533059
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4,4, mscn, svdn,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.7        0.7        0.61111111 0.72222222 0.55555556],0.580645161290323,0.451612903225806,0.807692307692308,1,1,1,0.628571428571429,0.6875,0.577083333333333,0.484848484848485,0.444444444444444,0.452991452991453,0.814814814814815,0.814814814814815,0.807407407407407
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8,4, mscn, svdn,114,38,38,0.6,0.2,0.2, [0.66666667 0.625      0.72727273 0.72727273 0.72727273],0.68421052631579,0.657894736842105,0.868421052631579,1,1,1,0.739130434782609,0.772727272727273,0.667613636363636,0.723404255319149,0.739130434782609,0.636231884057971,0.879227053140097,0.892156862745098,0.866532976827094
ensemble_model_N8_B0_E8_nb_zones_4_lab_svd,8,0,8,4, lab, svd,642,214,214,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.481308411214953,0.542056074766355,0.804672897196262,1,1,1,0.604982206405694,0.779816513761468,0.47562254259502,0.654929577464789,0.781512605042017,0.511808934099956,0.826843413421707,0.908925318761384,0.801871488555356
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8,4, low_bits_4, svd,600,200,200,0.6,0.2,0.2, [1.         1.         1.         1.         0.99166667],0.59,0.55,0.828,1,1,1,0.702898550724637,0.97979797979798,0.593859385938594,0.671532846715329,0.958333333333333,0.565705128205128,0.850434782608695,0.987878787878788,0.829582958295829
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16,4, mscn, svdn,114,38,38,0.6,0.2,0.2, [0.875      0.79166667 0.81818182 0.68181818 0.86363636],0.552631578947368,0.552631578947368,0.821052631578947,1,1,1,0.604651162790698,0.65,0.547222222222222,0.54054054054054,0.555555555555556,0.552777777777778,0.824742268041237,0.842105263157895,0.821052631578947
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8,4, low_bits_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.95762712 0.93220339 0.88135593 0.96551724 0.95689655],0.82051282051282,0.81025641025641,0.903688524590164,0.963815789473684,1,0.962457337883959,0.822335025380711,0.764150943396226,0.825895696417214,0.806282722513089,0.793814432989691,0.810172522617294,0.905622489959839,0.909274193548387,0.903595430107527
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8,4, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1. 1. 1. 1. 1.],0.575129533678757,0.575129533678757,0.830227743271221,1,1,1,0.709219858156028,0.970873786407767,0.546548004314995,0.696296296296296,0.930693069306931,0.557737839001292,0.855123674911661,0.979757085020243,0.826742949289783
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4,4, low_bits_6, svd,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.97692308 1.         1.         1.         1.        ],0.592592592592593,0.5,0.818853974121996,1,1,1,0.717948717948718,0.982456140350877,0.569659442724458,0.63265306122449,0.96875,0.546875,0.843949044585987,0.990654205607477,0.820738437355841
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16,4, low_bits_4, svd,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [1.         1.         1.         0.99090909 0.99090909],0.710382513661202,0.710382513661202,0.884279475982533,1,1,1,0.783673469387755,0.914285714285714,0.675091575091575,0.762331838565022,0.825242718446602,0.693871359223301,0.895874263261297,0.944099378881988,0.880825670965243
ensemble_model_N4_B0_E4_nb_zones_4_lab_svd,4,0,4,4, lab, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [1. 1. 1. 1. 1.],0.49748743718593,0.482412060301508,0.796184738955823,1,1,1,0.652777777777778,1,0.523809523809524,0.63859649122807,0.989130434782608,0.517929703372613,0.8266438941076,0.997938144329897,0.80131740875986
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svd,4,0,4,4, low_bits_4_shifted_2, svd,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [1.         1.         0.99264706 0.99253731 1.        ],0.493333333333333,0.515555555555556,0.801953818827709,1,1,1,0.658682634730539,1,0.504347826086956,0.680351906158358,1,0.5,0.834937083641747,1,0.801601423487544
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svd,8,0,8,4, low_bits_4_shifted_2, svd,624,208,208,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.451923076923077,0.504807692307692,0.791346153846154,1,1,1,0.571428571428571,0.95,0.5453125,0.630824372759857,0.926315789473684,0.538379133674895,0.81437125748503,0.97741273100616,0.80244958430959
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svdn,26,0,26,4, mscn, svdn,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.66666667 0.75       0.75       0.59090909 0.86363636],0.789473684210526,0.68421052631579,0.895833333333333,1,1,1,0.833333333333333,0.869565217391304,0.768115942028985,0.76,0.863636363636364,0.650568181818182,0.906542056074766,0.941747572815534,0.892222101014509
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svd,16,0,16,4, low_bits_4_shifted_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [1.         1.         1.         1.         0.99137931],0.61025641025641,0.6,0.842213114754098,1,1,1,0.736111111111111,0.972477064220183,0.561819927458929,0.727272727272727,0.936936936936937,0.545849420849421,0.867241379310345,0.980506822612086,0.834745851910794
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32,4, mscn, svdn,98,32,32,0.604938271604938,0.197530864197531,0.197530864197531, [0.75       0.7        0.9        0.85       0.77777778],0.5625,0.5625,0.82716049382716,1,1,1,0.5625,0.692307692307692,0.582995951417004,0.631578947368421,0.705882352941176,0.552941176470588,0.833333333333333,0.886075949367089,0.828580143358243
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8,4, low_bits_3, svd,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [1.        1.        0.984375  1.        0.9921875],0.752336448598131,0.700934579439252,0.890858208955224,1,1,1,0.81786941580756,1,0.721052631578947,0.748031496062992,0.979381443298969,0.72473345669222,0.901597981497056,0.996282527881041,0.890463361318798
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8,4, low_bits_5, svd,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [1.         1.         1.         1.         0.99230769],0.511415525114155,0.529680365296804,0.808394160583942,1,1,1,0.642140468227425,0.923076923076923,0.531103678929766,0.677115987460815,0.931034482758621,0.504352192835621,0.835423197492163,0.970856102003643,0.808097155206575
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16,4, low_bits_2, svd,558,186,186,0.6,0.2,0.2, [0.98214286 0.97321429 0.96428571 0.9375     0.96363636],0.838709677419355,0.806451612903226,0.925806451612903,0.994652406417112,1,0.994623655913978,0.831460674157303,0.831460674157303,0.838410749449786,0.795454545454545,0.729166666666667,0.809027777777778,0.924590163934426,0.911637931034483,0.925776047062305
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16,4, low_bits_6, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [1.         1.         1.         0.96610169 1.        ],0.484848484848485,0.525252525252525,0.80241935483871,1,1,1,0.633093525179856,0.967032967032967,0.520899661086577,0.669014084507042,0.979381443298969,0.534245177095029,0.830742659758204,0.989711934156379,0.806120789212577
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40,4, mscn, svdn,126,42,42,0.6,0.2,0.2, [0.76923077 0.84615385 0.92307692 0.91666667 0.83333333],0.666666666666667,0.619047619047619,0.852380952380952,0.992125984251968,1,0.992063492063492,0.695652173913043,0.695652173913043,0.663615560640732,0.619047619047619,0.722222222222222,0.631944444444444,0.855813953488372,0.884615384615385,0.852685050798258
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16,4, low_bits_3, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.98275862 0.99137931 0.98275862 0.98275862 0.99137931],0.792746113989637,0.829015544041451,0.924430641821946,1,1,1,0.807692307692308,0.96551724137931,0.808230318802863,0.857142857142857,0.98019801980198,0.821620749031425,0.928361138370952,0.989539748953975,0.925097743329446
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svdn,4,0,4, zones, mscn, svdn,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.69230769 0.66666667 0.79166667 0.70833333 0.375     ],0.625,0.475,0.801980198019802,0.966666666666667,0.950819672131148,0.967213114754098,0.571428571428571,0.625,0.625,0.511627906976744,0.55,0.475,0.797979797979798,0.814432989690721,0.802454590083456
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdn,8,0,8, zones, mscn, svdn,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.68181818 0.81818182 0.63636364 0.75       0.65      ],0.571428571428571,0.6,0.835227272727273,1,1,1,0.545454545454546,0.45,0.591666666666667,0.5,0.4375,0.587171052631579,0.826347305389222,0.775280898876405,0.835916311507168
ensemble_model_N26_B0_E26_nb_zones_4_lab_svd,26,0,26,4, lab, svd,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [1. 1. 1. 1. 1.],0.627218934911243,0.597633136094675,0.845153664302601,1,1,1,0.701421800947867,0.795698924731183,0.608375778155065,0.663366336633663,0.797619047619048,0.598809523809524,0.857763300760043,0.916473317865429,0.843778827607413
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svdn,16,0,16, zones, mscn, svdn,102,34,34,0.6,0.2,0.2, [0.54545455 0.75       0.95       0.65       0.7       ],0.529411764705882,0.558823529411765,0.817647058823529,1,1,1,0.578947368421053,0.647058823529412,0.529411764705882,0.571428571428571,0.588235294117647,0.558823529411765,0.822857142857143,0.847058823529412,0.817647058823529
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26,4, low_bits_5, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1.         1.         0.98275862 1.         1.        ],0.601036269430052,0.606217616580311,0.841614906832298,1,1,1,0.698039215686274,0.956989247311828,0.613494623655914,0.700787401574803,0.978021978021978,0.626265890971773,0.859504132231405,0.987341772151899,0.84428064217351
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32,4, low_bits_3, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.98333333 0.99166667 1.         0.99166667 0.99152542],0.763819095477387,0.839195979899497,0.920682730923695,1,1,1,0.785388127853881,0.955555555555556,0.780530071355759,0.869918699186992,0.972727272727273,0.823442288049029,0.925682031984948,0.985971943887776,0.920551364298012
ensemble_model_N16_B0_E16_nb_zones_4_lab_svd,16,0,16,4, lab, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [1.         1.         0.98461538 1.         1.        ],0.558139534883721,0.618604651162791,0.83550185873606,1,1,1,0.657039711191336,0.947916666666667,0.595807072829132,0.709219858156028,0.900900900900901,0.609104296604296,0.853112033195021,0.969811320754717,0.837469762941461
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svdn,26,0,26, zones, mscn, svdn,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.80769231 0.80769231 0.73076923 0.84615385 0.5       ],0.595238095238095,0.523809523809524,0.825471698113208,1,1,1,0.653061224489796,0.695652173913043,0.58466819221968,0.523809523809524,0.611111111111111,0.534722222222222,0.831050228310502,0.866666666666667,0.825856697819315
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16,4, low_bits_5, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [1.         0.99206349 1.         1.         0.98412698],0.519047619047619,0.552380952380952,0.814638783269962,1,1,1,0.643109540636042,0.91,0.536818181818182,0.682432432432432,0.952830188679245,0.548530478955007,0.838976052848885,0.973180076628352,0.815835321333044
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,594,198,198,0.6,0.2,0.2, [0.99166667 0.99166667 0.99152542 0.95762712 0.99152542],0.762626262626263,0.818181818181818,0.915151515151515,0.998319327731092,1,0.998316498316498,0.79295154185022,0.891089108910891,0.759977544146167,0.83177570093458,0.927083333333333,0.821384803921569,0.918918918918919,0.963562753036437,0.915249118453702
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svdn,32,0,32, zones, mscn, svdn,150,50,50,0.6,0.2,0.2, [0.8        0.66666667 0.83333333 0.8        0.7       ],0.68,0.6,0.856,1,1,1,0.714285714285714,0.740740740740741,0.674718196457327,0.583333333333333,0.636363636363636,0.603896103896104,0.858267716535433,0.879032258064516,0.856182795698925
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svd,32,0,32,4, low_bits_4_shifted_2, svd,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [1.         0.98       0.96938776 0.98979592 0.98979592],0.554878048780488,0.524390243902439,0.816301703163017,1,1,1,0.650717703349282,0.883116883116883,0.573742349604419,0.613861386138614,0.873239436619718,0.565651976374375,0.833149171270718,0.954430379746835,0.821477484955385
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32,4, low_bits_4, svd,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [1.         0.97222222 1.         1.         1.        ],0.775280898876405,0.696629213483146,0.894618834080717,1,1,1,0.81651376146789,0.908163265306122,0.760331632653061,0.727272727272727,0.878048780487805,0.709857723577236,0.901260504201681,0.957589285714286,0.894335183397683
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26,4, low_bits_4, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.98305085 1.         0.99152542 1.         0.99137931],0.743589743589744,0.656410256410256,0.880122950819672,1,1,1,0.778761061946903,0.846153846153846,0.736263736263736,0.645502645502645,0.753086419753086,0.67040285899935,0.883116883116883,0.924686192468619,0.88101779502949
svm_model_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4,4, mscn, svdne,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.55 0.5  0.5  0.5  0.6 ],0.515151515151515,0.424242424242424,0.506024096385542,0.175438596491228,0.1,0.53,0,0,0.5,0,0,0.5,0.108695652173913,0.058823529411765,0.517066085693537
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26,4, low_bits_2, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.98387097 0.95967742 0.96721311 0.91803279 0.95901639],0.803921568627451,0.808823529411765,0.919765166340509,0.995137763371151,1,0.995114006514658,0.830508474576271,0.890909090909091,0.796518375241779,0.832618025751073,0.889908256880734,0.802848865282472,0.924493554327809,0.954372623574144,0.918718569851588
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32,4, low_bits_2, svd,606,202,202,0.6,0.2,0.2, [0.95901639 0.98360656 0.95901639 0.95833333 0.98333333],0.876237623762376,0.836633663366337,0.930693069306931,0.980582524271845,1,0.98019801980198,0.873096446700508,0.851485148514851,0.876237623762376,0.83743842364532,0.80188679245283,0.838443396226415,0.931237721021611,0.929411764705882,0.930705882352941
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [1.   1.   0.99 1.   1.  ],0.479041916167665,0.491017964071856,0.794258373205742,1,1,1,0.602739726027397,0.846153846153846,0.501728608470182,0.615384615384615,0.839506172839506,0.501148435256962,0.817409766454352,0.939024390243902,0.796976983854346
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [1. 1. 1. 1. 1.],0.624365482233503,0.568527918781726,0.838742393509128,1,1,1,0.666666666666667,0.770833333333333,0.627990924092409,0.63519313304721,0.831460674157303,0.591656263004578,0.848137535816619,0.923076923076923,0.840746382330541
svm_model_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.61538462 0.53846154 0.58333333 0.45833333 0.5       ],0.585365853658537,0.390243902439024,0.601941747572815,0.661016949152542,0.629032258064516,0.67741935483871,0.604651162790698,0.68421052631579,0.592105263157895,0.444444444444444,0.416666666666667,0.384803921568627,0.601941747572815,0.59047619047619,0.602168788307402
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svdn,40,0,40, zones, mscn, svdn,132,44,44,0.6,0.2,0.2, [0.82142857 0.73076923 0.73076923 0.80769231 0.76923077],0.568181818181818,0.613636363636364,0.836363636363636,1,1,1,0.595744680851064,0.736842105263158,0.588421052631579,0.622222222222222,0.777777777777778,0.638888888888889,0.839285714285714,0.912621359223301,0.840926064227035
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,618,206,206,0.6,0.2,0.2, [0.98387097 0.95967742 0.99193548 0.99193548 0.96721311],0.864077669902913,0.796116504854369,0.924271844660194,0.987220447284345,1,0.98705501618123,0.87037037037037,0.903846153846154,0.86368778280543,0.8359375,0.884297520661157,0.777442877977637,0.92896174863388,0.955056179775281,0.923092606016673
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26,4, low_bits_3, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.98333333 0.98333333 0.975      1.         0.98305085],0.864321608040201,0.78894472361809,0.930722891566265,1,1,1,0.886075949367089,0.972222222222222,0.854242979242979,0.794117647058823,0.931034482758621,0.804802955665025,0.933589990375361,0.981781376518219,0.93112973208381
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26,4, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1.         1.         1.         0.99137931 1.        ],0.528497409326425,0.481865284974093,0.802277432712215,1,1,1,0.653992395437262,0.924731182795699,0.542365591397849,0.603174603174603,0.91566265060241,0.535104052573932,0.825570776255708,0.969957081545064,0.807978540772532
svm_model_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16,4, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.58333333 0.58333333 0.58333333 0.45833333 0.5       ],0.625,0.525,0.66,0.721311475409836,0.733333333333333,0.716666666666667,0.634146341463415,0.565217391304348,0.635549872122762,0.577777777777778,0.619047619047619,0.520050125313283,0.673076923076923,0.673076923076923,0.659455128205128
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32,4, low_bits_5, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [1.         1.         1.         0.98181818 1.        ],0.663043478260869,0.581521739130435,0.849240780911063,1,1,1,0.743801652892562,0.957446808510638,0.656501182033097,0.669527896995708,0.987341772151899,0.631766124171188,0.864917395529641,0.988888888888889,0.852495291902072
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svd,4,0,4, zones, low_bits_4_shifted_2, svd,528,176,176,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.556818181818182,0.534090909090909,0.818181818181818,1,1,1,0.654867256637168,0.880952380952381,0.570910973084886,0.623853211009174,0.883116883116883,0.572871572871573,0.835390946502058,0.955294117647059,0.822702003878474
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svd,26,0,26,4, low_bits_4_shifted_2, svd,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.98550725 1.         0.98550725 0.99264706 1.        ],0.62719298245614,0.605263157894737,0.846760070052539,1,1,1,0.711864406779661,0.875,0.613425925925926,0.693877551020408,0.836065573770492,0.587844107639963,0.862745098039216,0.94017094017094,0.844412220534303
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1. 1. 1. 1. 1.],0.533678756476684,0.471502590673575,0.801242236024845,1,1,1,0.61864406779661,0.78494623655914,0.54247311827957,0.564102564102564,0.694736842105263,0.474919441460795,0.817142857142857,0.897489539748954,0.802228376431854
svm_model_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26,4, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.70833333 0.70833333 0.77272727 0.54545455 0.63636364],0.657894736842105,0.736842105263158,0.794736842105263,0.854545454545455,0.824561403508772,0.859649122807017,0.682926829268293,0.777777777777778,0.663888888888889,0.705882352941176,0.8,0.747826086956522,0.789189189189189,0.811111111111111,0.795555555555556
ensemble_model_N32_B0_E32_nb_zones_4_lab_svd,32,0,32,4, lab, svd,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [1. 1. 1. 1. 1.],0.621301775147929,0.644970414201183,0.853427895981088,1,1,1,0.686274509803922,0.853658536585366,0.627978693580039,0.736842105263158,0.893617021276596,0.613475177304964,0.868085106382979,0.948837209302326,0.851822450805009
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svd,8,0,8, zones, low_bits_4_shifted_2, svd,558,186,186,0.6,0.2,0.2, [1.         1.         0.98214286 1.         1.        ],0.60752688172043,0.489247311827957,0.819354838709677,1,1,1,0.711462450592885,0.891089108910891,0.580838672102504,0.602510460251046,0.827586206896552,0.509752699407872,0.84,0.944325481798715,0.818815008717932
svm_model_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32,4, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.76923077 0.88461538 0.80769231 0.69230769 0.73076923],0.651162790697674,0.627906976744186,0.805555555555556,0.914728682170543,0.907692307692308,0.915384615384615,0.651162790697674,0.666666666666667,0.651515151515152,0.652173913043478,0.75,0.635869565217391,0.807339449541284,0.830188679245283,0.806003430531732
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40,4, low_bits_4, svd,588,196,196,0.6,0.2,0.2, [0.98305085 0.99152542 1.         0.98305085 0.99137931],0.688775510204082,0.714285714285714,0.880612244897959,1,1,1,0.773234200743494,0.954128440366972,0.655225139723716,0.777777777777778,0.951456310679612,0.701534606952709,0.894499549143372,0.980237154150198,0.877249378762862
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.99193548 1.         0.98387097 0.99180328 1.        ],0.673170731707317,0.663414634146341,0.867446393762183,1,1,1,0.724279835390947,0.807339449541284,0.664086391437309,0.729411764705882,0.830357142857143,0.646361367127496,0.877917414721724,0.924385633270321,0.865613339773994
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svd,8,0,8, zones, lab, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [1. 1. 1. 1. 1.],0.548837209302326,0.525581395348837,0.815055762081784,1,1,1,0.659649122807017,0.776859504132231,0.516089326534201,0.645833333333333,0.877358490566038,0.530422364549074,0.836751435602953,0.927272727272727,0.812495679225717
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svd,4,0,4, zones, lab, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [1. 1. 1. 1. 1.],0.549295774647887,0.52112676056338,0.814258911819887,1,1,1,0.688311688311688,0.883333333333333,0.500806451612903,0.645833333333333,0.920792079207921,0.540753182461103,0.839805825242718,0.959334565619224,0.812048235190564
ensemble_model_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4,4, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.65384615 0.69230769 0.65384615 0.73076923 0.80769231],0.511627906976744,0.604651162790698,0.824074074074074,1,1,1,0.461538461538462,0.5,0.51,0.679245283018868,0.72,0.582222222222222,0.828828828828829,0.851851851851852,0.824074074074074
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.90625   0.96875   0.9765625 0.984375  0.9765625],0.816901408450704,0.816901408450704,0.919324577861163,0.987654320987654,1,0.9875,0.825112107623318,0.828828828828829,0.81637519872814,0.815165876777251,0.819047619047619,0.816931216931217,0.920517560073937,0.92910447761194,0.919269219938045
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32,4, low_bits_6, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.99137931 0.95689655 1.         1.         1.        ],0.572916666666667,0.557291666666667,0.826403326403326,1,1,1,0.661157024793389,0.8,0.56304347826087,0.647302904564315,0.847826086956522,0.568913043478261,0.842601319509896,0.929313929313929,0.826403326403327
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [1. 1. 1. 1. 1.],0.535135135135135,0.605405405405405,0.82829373650108,1,1,1,0.62280701754386,0.731958762886598,0.525070290534208,0.647342995169082,0.720430107526882,0.604780271154745,0.839556004036327,0.888888888888889,0.827632217370208
ensemble_model_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.70833333 0.72727273 0.90909091 0.72727273 0.72727273],0.486486486486487,0.540540540540541,0.806451612903226,1,1,1,0.612244897959184,0.714285714285714,0.450892857142857,0.638297872340426,0.75,0.522058823529412,0.826923076923077,0.88659793814433,0.802849530869918
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [1.         1.         1.         0.99206349 1.        ],0.538095238095238,0.528571428571429,0.813688212927757,1,1,1,0.587234042553192,0.638888888888889,0.535130718954248,0.567685589519651,0.619047619047619,0.528571428571429,0.821167883211679,0.850661625708885,0.813476128342014
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40,4, low_bits_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.95238095 0.96774194 0.98387097 0.95967742 0.98387097],0.869565217391304,0.797101449275362,0.918918918918919,0.976452119309262,1,0.97588424437299,0.888888888888889,0.947368421052632,0.860780984719864,0.809090909090909,0.946808510638298,0.809687441159857,0.923636363636363,0.978805394990366,0.918803084342378
svm_model_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40,4, mscn, svdne,136,45,45,0.601769911504425,0.199115044247788,0.199115044247788, [0.64285714 0.60714286 0.67857143 0.53846154 0.61538462],0.533333333333333,0.844444444444444,0.79646017699115,0.857142857142857,0.794117647058823,0.867647058823529,0.588235294117647,0.576923076923077,0.525303643724696,0.810810810810811,0.833333333333333,0.842592592592593,0.785046728971963,0.75,0.796052631578947
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [1.         0.97540984 1.         1.         1.        ],0.851485148514851,0.782178217821782,0.926877470355731,1,1,1,0.866071428571429,0.950980392156863,0.850490196078431,0.810344827586207,0.903846153846154,0.778453689167975,0.930451127819549,0.970588235294117,0.926529177408015
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [1.         0.96875    0.97916667 1.         0.9787234 ],0.822784810126582,0.734177215189873,0.911616161616161,1,1,1,0.846153846153846,0.905882352941176,0.815954875100725,0.752941176470588,0.914285714285714,0.752597402597402,0.915458937198068,0.964376590330789,0.912012856568903
ensemble_model_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.81818182 0.81818182 0.77272727 0.72727273 0.72727273],0.555555555555556,0.416666666666667,0.796703296703297,1,1,1,0.619047619047619,0.8125,0.58125,0.533333333333333,0.8,0.471428571428571,0.812182741116751,0.930232558139535,0.803657945736434
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svd,16,0,16, zones, low_bits_4_shifted_2, svd,564,188,188,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.590425531914894,0.601063829787234,0.838297872340426,1,1,1,0.711610486891386,0.871559633027523,0.537045639298572,0.719101123595506,0.872727272727273,0.545337995337995,0.861566484517304,0.944111776447106,0.830825819886423
ensemble_model_N40_B0_E40_nb_zones_4_lab_svd,40,0,40,4, lab, svd,576,192,192,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.630208333333333,0.625,0.851041666666667,1,1,1,0.681614349775785,0.835164835164835,0.64035469481014,0.716535433070866,0.892156862745098,0.60718954248366,0.864197530864197,0.945945945945946,0.850843536647295
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svd,40,0,40,4, low_bits_4_shifted_2, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [1.         1.         1.         1.         0.99152542],0.629441624365482,0.654822335025381,0.856997971602434,1,1,1,0.666666666666667,0.869047619047619,0.660187526337969,0.701754385964912,0.869565217391304,0.668115942028985,0.864292589027911,0.951271186440678,0.86084960100244
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40,4, low_bits_6, svd,600,200,200,0.6,0.2,0.2, [1.         0.975      0.99166667 0.99166667 1.        ],0.59,0.605,0.839,1,1,1,0.646551724137931,0.815217391304348,0.606682769726248,0.680161943319838,0.84,0.605,0.850787766450417,0.932926829268293,0.840479162665642
ensemble_model_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26,4, mscn, svdne,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.83333333 0.875      0.91666667 0.72727273],0.461538461538462,0.58974358974359,0.811224489795918,1,1,1,0.461538461538462,0.473684210526316,0.461842105263158,0.619047619047619,0.764705882352941,0.609625668449198,0.814070351758794,0.852631578947368,0.81245440333507
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.97619048 0.96031746 0.99206349 0.99206349 0.96774194],0.813397129186603,0.736842105263158,0.906309751434034,0.993670886075949,1,0.993630573248407,0.826666666666667,0.853211009174312,0.811605504587156,0.753363228699552,0.785046728971963,0.735660619387942,0.909259259259259,0.926415094339623,0.906037004534152
ensemble_model_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32,4, mscn, svdne,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.77272727 0.81818182 0.81818182 0.65       0.9       ],0.628571428571429,0.571428571428571,0.840909090909091,1,1,1,0.697674418604651,0.833333333333333,0.622549019607843,0.615384615384615,0.666666666666667,0.568627450980392,0.851063829787234,0.898876404494382,0.84024279994834
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,684,228,228,0.6,0.2,0.2, [0.99275362 0.98550725 1.         1.         0.99264706],0.697368421052632,0.763157894736842,0.892105263157895,1,1,1,0.735632183908046,0.864864864864865,0.701663201663202,0.798507462686567,0.914529914529914,0.759066759066759,0.898598516075845,0.956140350877193,0.892105263157895
ensemble_model_v2_N4_B0_E4_nb_zones_4_mscn_svdne,4,0,4, zones, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.76923077 0.53846154 0.73076923 0.76923077 0.80769231],0.581395348837209,0.465116279069767,0.805555555555556,0.992248062015504,0.984615384615385,0.992307692307692,0.608695652173913,0.608695652173913,0.579347826086957,0.488888888888889,0.523809523809524,0.466450216450216,0.809090909090909,0.81651376146789,0.805453142416188
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4,4, low_bits_3, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.76229508 0.82786885 0.825      0.775      0.78333333],0.557213930348259,0.567164179104478,0.710735586481113,0.825493171471927,0.900662251655629,0.809602649006623,0.639676113360324,0.858695652173913,0.580723972875947,0.635983263598326,0.808510638297872,0.58182541260688,0.74585152838428,0.875,0.715492277992278
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svd,26,0,26, zones, lab, svd,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [1.         1.         0.98076923 1.         1.        ],0.580459770114943,0.620689655172414,0.840596330275229,1,1,1,0.640394088669951,0.730337078651685,0.576933245208196,0.673267326732673,0.715789473684211,0.611059293804131,0.85037674919268,0.885650224215246,0.839538727131097
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,612,204,204,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.57843137254902,0.622549019607843,0.840196078431373,1,1,1,0.67175572519084,0.807339449541284,0.561564461612748,0.683127572016461,0.805825242718447,0.620734403537441,0.854073410922113,0.920849420849421,0.838910766201603
ensemble_model_v2_N8_B0_E8_nb_zones_4_mscn_svdne,8,0,8, zones, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.70833333 0.54166667 0.70833333 0.75       0.79166667],0.5,0.55,0.81,1,1,1,0.6,0.833333333333333,0.53030303030303,0.653846153846154,0.772727272727273,0.525252525252525,0.828828828828829,0.92,0.81
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40,4, low_bits_5, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [1.         1.         1.         1.         0.99180328],0.651960784313726,0.627450980392157,0.856164383561644,1,1,1,0.732075471698113,0.989795918367347,0.66470927993839,0.732394366197183,0.954128440366972,0.60338000965717,0.873602751504729,0.988326848249027,0.855383896565458
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4,4, low_bits_5, svdn,552,184,184,0.6,0.2,0.2, [0.66964286 0.60909091 0.73636364 0.66363636 0.66363636],0.5,0.429347826086956,0.591304347826087,0.64128256513026,0.579710144927536,0.675724637681159,0.505376344086022,0.451923076923077,0.507211538461538,0.347826086956522,0.304347826086957,0.429347826086956,0.555555555555555,0.497881355932203,0.593806749394673
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4,4, low_bits_2, svdn,618,206,206,0.6,0.2,0.2, [0.81451613 0.79032258 0.78225806 0.75       0.78688525],0.713592233009709,0.757281553398058,0.77378640776699,0.816023738872403,0.889967637540453,0.799352750809061,0.70935960591133,0.654545454545455,0.717897727272727,0.761904761904762,0.761904761904762,0.757190004714757,0.785648574057038,0.814885496183206,0.773055396312947
ensemble_model_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40,4, mscn, svdne,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.70833333 0.625      0.75       0.77272727 0.63636364],0.526315789473684,0.421052631578947,0.791666666666667,1,1,1,0.526315789473684,0.625,0.539772727272727,0.5,0.611111111111111,0.430555555555556,0.797979797979798,0.858695652173913,0.794347826086957
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40,4, low_bits_3, svd,688,229,229,0.600349040139616,0.199825479930192,0.199825479930192, [1.         0.99275362 0.97826087 0.97101449 0.98529412],0.868995633187773,0.803493449781659,0.93455497382199,1,1,1,0.863636363636364,0.87962962962963,0.869566880930517,0.805194805194805,0.775,0.80493119266055,0.934152765583845,0.93006993006993,0.934547160156916
ensemble_model_v2_N16_B0_E16_nb_zones_4_mscn_svdne,16,0,16, zones, mscn, svdne,126,42,42,0.6,0.2,0.2, [0.73076923 0.80769231 0.88461538 0.625      0.75      ],0.619047619047619,0.452380952380952,0.814285714285714,1,1,1,0.652173913043478,0.652173913043478,0.615560640732265,0.488888888888889,0.611111111111111,0.472222222222222,0.820276497695852,0.855769230769231,0.814677068214804
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4,4, low_bits_4, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.80172414 0.84210526 0.73684211 0.75438596 0.75438596],0.589473684210526,0.552631578947368,0.711134453781513,0.82874617737003,0.947552447552448,0.804195804195804,0.621359223300971,0.673684210526316,0.589473684210526,0.593301435406699,0.63265306122449,0.550022182786158,0.742750233863424,0.828810020876827,0.710388097119175
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svd,16,0,16, zones, lab, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [1. 1. 1. 1. 1.],0.562814070351759,0.522613065326633,0.817269076305221,1,1,1,0.558375634517766,0.625,0.569256756756757,0.497354497354497,0.546511627906977,0.525468203334019,0.815040650406504,0.847780126849894,0.818727539524374
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdn,4,0,4,4, low_bits_4_shifted_2, svdn,582,194,194,0.6,0.2,0.2, [0.72881356 0.69827586 0.65517241 0.65517241 0.63793103],0.463917525773196,0.541237113402062,0.622680412371134,0.740629685157421,0.848797250859107,0.702749140893471,0.388235294117647,0.375,0.456367924528302,0.425806451612903,0.362637362637363,0.530833244425477,0.631048387096774,0.665957446808511,0.623978723404255
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.98245614 0.99122807 0.99122807 1.         0.99107143],0.804232804232804,0.772486772486772,0.915433403805497,1,1,1,0.814070351758794,0.941860465116279,0.815590426732897,0.815450643776824,0.904761904761905,0.755952380952381,0.92,0.968421052631579,0.915208403173539
ensemble_model_v2_N26_B0_E26_nb_zones_4_mscn_svdne,26,0,26, zones, mscn, svdne,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.69230769 0.88461538 0.73076923 0.69230769 0.66666667],0.619047619047619,0.619047619047619,0.849056603773585,1,1,1,0.68,0.772727272727273,0.611363636363636,0.68,0.80952380952381,0.619047619047619,0.859649122807017,0.91588785046729,0.848420115709835
svm_model_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4,4, lab, svdn,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.47       0.58       0.52040816 0.59183673 0.57142857],0.5,0.5,0.570559610705596,0.655737704918033,0.728744939271255,0.617408906882591,0.598039215686274,0.717647058823529,0.491734921816828,0.563829787234043,0.616279069767442,0.494036970781157,0.624867162592986,0.703349282296651,0.568258799564167
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,540,180,180,0.6,0.2,0.2, [0.96296296 1.         1.         0.98148148 0.99074074],0.777777777777778,0.716666666666667,0.898888888888889,1,1,1,0.791666666666667,0.817204301075269,0.776418242491658,0.738461538461539,0.757894736842105,0.714241486068112,0.901833872707659,0.912663755458515,0.89863957003695
svm_model_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4,6, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.68421053 0.68421053 0.84210526 0.65789474 0.65789474],0.619047619047619,0.476190476190476,0.819620253164557,1,1,1,0.764705882352941,1,0.5,0.645161290322581,1,0.5,0.851948051948052,1,0.8125
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8,4, low_bits_4, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.89423077 0.85576923 0.89423077 0.86538462 0.83653846],0.560693641618497,0.583815028901734,0.778290993071594,0.914396887159533,0.903846153846154,0.915384615384616,0.641509433962264,0.764044943820225,0.55464151952916,0.636363636363636,0.732558139534884,0.584669874365143,0.792207792207792,0.841379310344828,0.777998239859189
svm_model_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8,4, lab, svdn,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.55769231 0.66666667 0.71568627 0.66666667 0.60784314],0.511764705882353,0.441176470588235,0.669014084507042,0.80377358490566,0.83203125,0.796875,0.450331125827815,0.430379746835443,0.506398664626513,0.335664335664336,0.282352941176471,0.441176470588235,0.657766990291262,0.645238095238095,0.668683862433862
ensemble_model_v2_N32_B0_E32_nb_zones_4_mscn_svdne,32,0,32, zones, mscn, svdne,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.80769231 0.875      0.83333333 0.79166667 0.70833333],0.65,0.525,0.836633663366337,1,1,1,0.695652173913043,0.8,0.65,0.641509433962264,0.85,0.525,0.850678733031674,0.930693069306931,0.836633663366337
svm_model_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8,6, mscn, svd,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.67647059 0.67647059 0.58823529 0.65625    0.59375   ],0.527272727272727,0.472727272727273,0.800724637681159,1,1,1,0.69047619047619,0.966666666666667,0.483333333333333,0.641975308641975,0.962962962962963,0.481481481481482,0.833836858006042,0.985714285714286,0.798004201680672
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,660,220,220,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.545454545454545,0.509090909090909,0.810909090909091,1,1,1,0.652777777777778,0.87037037037037,0.551256613756614,0.625,0.841121495327103,0.517905880406914,0.831715210355987,0.943119266055046,0.812100173568063
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4,4, low_bits_6, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.68548387 0.59677419 0.69354839 0.69672131 0.73770492],0.487804878048781,0.497560975609756,0.618908382066277,0.661737523105361,0.581168831168831,0.702922077922078,0.472361809045226,0.447619047619048,0.488809523809524,0.487562189054726,0.475728155339806,0.49766799923853,0.584484590860786,0.532945736434108,0.619414044687642
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [1.         1.         1.         1.         0.98412698],0.60952380952381,0.680952380952381,0.858365019011407,1,1,1,0.601941747572816,0.596153846153846,0.609397677793904,0.676328502415459,0.666666666666667,0.680952380952381,0.857416267942584,0.853333333333333,0.858355471220746
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svd,26,0,26, zones, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [1. 1. 1. 1. 1.],0.60377358490566,0.610062893081761,0.842964824120603,1,1,1,0.686567164179105,0.821428571428571,0.590714285714286,0.66304347826087,0.824324324324324,0.623926868044515,0.855156431054461,0.929471032745592,0.843181631661017
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.97321429 0.96428571 0.9375     0.94545455 0.97272727],0.85945945945946,0.875675675675676,0.937365010799136,0.984070796460177,1,0.983812949640288,0.871287128712871,0.956521739130435,0.859981299672744,0.893023255813954,0.941176470588235,0.868178596739901,0.940936863543788,0.978813559322034,0.936543343537669
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,558,186,186,0.6,0.2,0.2, [1.         1.         1.         0.98214286 1.        ],0.709677419354839,0.693548387096774,0.880645161290322,1,1,1,0.742857142857143,0.8125,0.70625,0.72463768115942,0.806451612903226,0.693548387096774,0.886153846153846,0.923076923076923,0.88036963036963
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.97540984 0.96721311 0.96721311 0.97540984 0.91803279],0.753694581280788,0.812807881773399,0.911417322834646,0.996732026143791,1,0.99672131147541,0.747474747474748,0.691588785046729,0.757252725856698,0.793478260869565,0.73,0.811601941747573,0.909456740442656,0.8828125,0.911644345238095
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdn,8,0,8,4, low_bits_4_shifted_2, svdn,612,204,204,0.6,0.2,0.2, [0.89516129 0.87704918 0.95081967 0.8852459  0.91803279],0.553921568627451,0.558823529411765,0.792156862745098,0.949593495934959,0.954248366013072,0.949346405228758,0.595555555555556,0.603603603603604,0.549113629758791,0.571428571428571,0.594059405940594,0.559165625300394,0.798095238095238,0.808880308880309,0.791890353643342
svm_model_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.58333333 0.61111111 0.72222222 0.69444444 0.61764706],0.508474576271186,0.406779661016949,0.783783783783784,1,1,1,0.674157303370787,1,0.5,0.578313253012048,1,0.5,0.817142857142857,1,0.790849673202614
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8,4, low_bits_6, svdn,564,188,188,0.6,0.2,0.2, [0.9122807  0.85087719 0.95535714 0.875      0.92857143],0.553191489361702,0.558510638297872,0.778723404255319,0.927689594356261,0.932624113475177,0.927304964539007,0.528089887640449,0.5,0.553191489361702,0.464516129032258,0.404494382022472,0.550732039496084,0.768888888888889,0.744086021505376,0.778358800226372
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8,4, low_bits_2, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95774648 0.91549296 0.95070423 0.95774648 0.93661972],0.775423728813559,0.745762711864407,0.873942470389171,0.951219512195122,0.988732394366197,0.949295774647887,0.783673469387755,0.813559322033898,0.775423728813559,0.774436090225564,0.851239669421488,0.74301113905857,0.880704563650921,0.925925925925926,0.873677248677249
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svd,32,0,32, zones, low_bits_4_shifted_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [1. 1. 1. 1. 1.],0.664948453608247,0.608247422680412,0.854938271604938,1,1,1,0.754716981132076,0.925925925925926,0.631567614125754,0.712121212121212,0.895238095238095,0.582450508293205,0.873315363881402,0.962376237623762,0.850567133801174
ensemble_model_v2_N40_B0_E40_nb_zones_4_mscn_svdne,40,0,40, zones, mscn, svdne,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.66666667 0.70833333 0.70833333 0.77272727 0.72727273],0.631578947368421,0.552631578947368,0.838541666666667,1,1,1,0.65,0.722222222222222,0.636111111111111,0.638297872340426,0.681818181818182,0.528409090909091,0.847290640394089,0.877551020408163,0.837711680416848
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16,4, low_bits_3, svdn,564,188,188,0.6,0.2,0.2, [0.97368421 0.96491228 0.94642857 0.92857143 0.96428571],0.803191489361702,0.734042553191489,0.891489361702128,0.973544973544974,0.978723404255319,0.973404255319149,0.827906976744186,0.847619047619048,0.797303499713138,0.754901960784314,0.793814432989691,0.73207205165968,0.896551724137931,0.913223140495868,0.890822096563723
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8,4, low_bits_5, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.90163934 0.86065574 0.93333333 0.91666667 0.95833333],0.492537313432836,0.45771144278607,0.761431411530815,0.950257289879931,0.917218543046358,0.951986754966888,0.544642857142857,0.685393258426966,0.51233948635634,0.540084388185654,0.666666666666667,0.466666666666667,0.770114942528736,0.825462012320329,0.763405379955925
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,588,196,196,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.627551020408163,0.63265306122449,0.852040816326531,1,1,1,0.6784140969163,0.802083333333333,0.631041666666667,0.694915254237288,0.738738738738739,0.616428192898781,0.862036156041865,0.904191616766467,0.850843198779893
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdn,16,0,16,4, low_bits_4_shifted_2, svdn,546,182,182,0.6,0.2,0.2, [0.98181818 0.97272727 0.99090909 0.98148148 1.        ],0.664835164835165,0.576923076923077,0.848351648351648,1,1,1,0.744769874476988,0.847619047619048,0.631601731601732,0.616915422885572,0.729411764705882,0.586355366889024,0.860040567951318,0.915766738660907,0.847145114296896
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8,4, low_bits_3, svdn,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.92753623 0.94117647 0.96323529 0.96323529 0.94852941],0.700440528634361,0.700440528634361,0.857394366197183,0.961538461538462,0.95307917888563,0.961876832844575,0.714285714285714,0.739130434782609,0.699922360248447,0.716666666666667,0.761061946902655,0.700706412047819,0.859618717504333,0.87170474516696,0.857369127433568
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4,6, mscn, svd,156,52,52,0.6,0.2,0.2, [0.65625    0.65625    0.75       0.66666667 0.5       ],0.519230769230769,0.5,0.803846153846154,1,1,1,0.603174603174603,0.863636363636364,0.565151515151515,0.566666666666667,0.772727272727273,0.536363636363636,0.817204301075269,0.934426229508197,0.811416013304823
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4,4, low_bits_3, svdn,486,162,162,0.6,0.2,0.2, [0.80612245 0.86734694 0.86734694 0.84375    0.8125    ],0.561728395061728,0.604938271604938,0.807407407407407,0.956701030927835,0.954732510288066,0.95679012345679,0.616216216216216,0.780821917808219,0.581422194859166,0.676767676767677,0.87012987012987,0.617417876241406,0.820276497695852,0.905852417302799,0.810240357332455
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16,4, low_bits_2, svdn,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.89814815 0.93396226 0.90566038 0.85849057 0.90566038],0.717514124293785,0.807909604519774,0.854401805869074,0.921190893169877,0.988721804511278,0.915413533834586,0.728260869565217,0.761363636363636,0.717760469867211,0.808988764044944,0.827586206896552,0.80823754789272,0.861736334405145,0.91156462585034,0.854658717419552
svm_model_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26,6, mscn, svd,208,69,69,0.601156069364162,0.199421965317919,0.199421965317919, [0.5952381  0.71428571 0.73809524 0.66666667 0.625     ],0.536231884057971,0.478260869565217,0.800578034682081,0.995169082125604,0.990384615384615,0.995192307692308,0.69811320754717,1,0.5,0.647058823529412,1,0.5,0.833734939759036,0.994252873563218,0.799452018176958
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8,6, mscn, svd,186,62,62,0.6,0.2,0.2, [0.71052632 0.73684211 0.78947368 0.58333333 0.72222222],0.580645161290323,0.532258064516129,0.82258064516129,1,1,1,0.69047619047619,0.935483870967742,0.580645161290323,0.602739726027397,0.785714285714286,0.554621848739496,0.839650145772595,0.947368421052632,0.824950033311126
svm_model_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.63888889 0.58333333 0.61111111 0.61111111 0.61111111],0.516666666666667,0.566666666666667,0.816666666666667,1,1,1,0.674157303370787,1,0.516666666666667,0.723404255319149,1,0.5,0.848484848484848,1,0.811643835616438
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,722,240,240,0.600665557404326,0.199667221297837,0.199667221297837, [0.99315068 1.         1.         0.99305556 0.98611111],0.745833333333333,0.804166666666667,0.910149750415973,1,1,1,0.774907749077491,0.826771653543307,0.740819455090238,0.809716599190283,0.909090909090909,0.812237762237762,0.912903225806451,0.946488294314381,0.910330239872422
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4,4, low_bits_4, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.89423077 0.84615385 0.77884615 0.83653846 0.85294118],0.494186046511628,0.563953488372093,0.779582366589327,0.945736434108527,0.942084942084942,0.945945945945946,0.549222797927461,0.563829787234043,0.487043098745226,0.607329842931937,0.725,0.57445652173913,0.788888888888889,0.81986143187067,0.779394585399204
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [1. 1. 1. 1. 1.],0.598930481283422,0.593582887700535,0.838675213675214,1,1,1,0.675324675324675,0.764705882352941,0.582352941176471,0.641509433962264,0.781609195402299,0.60580459770115,0.849751243781095,0.908510638297872,0.838375490822756
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [1. 1. 1. 1. 1.],0.590697674418605,0.613953488372093,0.841078066914498,1,1,1,0.694444444444444,0.961538461538462,0.602390852390852,0.72053872053872,0.946902654867257,0.596000347041471,0.861088545897644,0.981481481481482,0.840554173576562
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16,6, mscn, svd,192,64,64,0.6,0.2,0.2, [0.775      0.73684211 0.68421053 0.73684211 0.71052632],0.5625,0.53125,0.81875,1,1,1,0.631578947368421,0.857142857142857,0.595238095238095,0.53125,0.586206896551724,0.535960591133005,0.825301204819277,0.895424836601307,0.821963915306642
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16,4, low_bits_4, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.96031746 0.97619048 0.97619048 0.95238095 0.95967742],0.516746411483254,0.516746411483254,0.79923518164436,0.987179487179487,0.980891719745223,0.987261146496815,0.584362139917695,0.612068965517241,0.504959213941416,0.587755102040816,0.679245283018868,0.514379923062832,0.811151079136691,0.841417910447761,0.798159935616037
svm_model_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40,6, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.73684211 0.63157895 0.65789474 0.69444444],0.435483870967742,0.516129032258065,0.791666666666667,1,1,1,0.606741573033708,1,0.5,0.680851063829787,1,0.5,0.824797843665768,1,0.795597484276729
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4,4, low_bits_5, svdn,582,194,194,0.6,0.2,0.2, [0.93220339 0.9137931  0.87931034 0.93965517 0.9137931 ],0.536082474226804,0.577319587628866,0.809278350515464,0.977469670710572,0.969072164948454,0.97766323024055,0.608695652173913,0.721649484536082,0.536082474226804,0.640350877192982,0.675925925925926,0.564707149009475,0.821256038647343,0.856854838709677,0.808174254797877
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svd,32,0,32, zones, lab, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [1.       1.       0.984375 1.       1.      ],0.553990610328639,0.563380281690141,0.823639774859287,1,1,1,0.644194756554307,0.781818181818182,0.546248896734334,0.64367816091954,0.823529411764706,0.573926868044515,0.839041095890411,0.921052631578947,0.823822195939286
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16,4, low_bits_6, svdn,594,198,198,0.6,0.2,0.2, [0.925      0.93333333 0.98305085 0.97457627 0.97457627],0.570707070707071,0.51010101010101,0.814141414141414,0.996621621621622,0.993265993265993,0.996632996632997,0.611872146118721,0.656862745098039,0.568014705882353,0.568888888888889,0.653061224489796,0.511530612244898,0.822393822393823,0.857142857142857,0.813966966096783
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4,4, low_bits_2, svdn,654,218,218,0.6,0.2,0.2, [0.83333333 0.84848485 0.82307692 0.80769231 0.84615385],0.642201834862385,0.711009174311927,0.821100917431193,0.918918918918919,0.935779816513762,0.91743119266055,0.657894736842105,0.789473684210526,0.658964484381686,0.736401673640167,0.758620689655172,0.707741717376606,0.827890556045896,0.871747211895911,0.821743171165347
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [1. 1. 1. 1. 1.],0.793814432989691,0.762886597938144,0.911522633744856,1,1,1,0.81981981981982,0.928571428571429,0.792410714285714,0.80672268907563,0.897196261682243,0.747448705553765,0.917624521072797,0.963782696177062,0.91031240072011
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.92372881 0.94067797 0.9137931  0.93103448 0.93965517],0.845360824742268,0.845360824742268,0.938271604938272,1,1,1,0.85,0.817307692307692,0.847542735042735,0.825581395348837,0.78021978021978,0.841566200789502,0.937238493723849,0.919917864476386,0.938309447702111
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.99056604 1.         1.         1.         0.98076923],0.540229885057471,0.614942528735632,0.831422018348624,1,1,1,0.622641509433962,0.804878048780488,0.554612937433722,0.666666666666667,0.752808988764045,0.611698612029081,0.843116328708645,0.912240184757506,0.83197430650176
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8,4, low_bits_4, svdn,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.95833333 0.98958333 0.94791667 0.95744681 0.95744681],0.506329113924051,0.455696202531646,0.792929292929293,1,1,1,0.597938144329897,0.753246753246753,0.512425845759179,0.574257425742574,0.734177215189873,0.455696202531646,0.811926605504587,0.898477157360406,0.793459684207841
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svd,4,0,4, zones, mscn, svd,168,56,56,0.6,0.2,0.2, [0.70588235 0.64705882 0.64705882 0.67647059 0.71875   ],0.571428571428571,0.571428571428571,0.828571428571429,1,1,1,0.612903225806452,0.76,0.589677419354839,0.625,0.689655172413793,0.567049808429119,0.836734693877551,0.891304347826087,0.829454990814452
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32,4, low_bits_3, svdn,468,156,156,0.6,0.2,0.2, [0.92553191 0.93617021 0.89361702 0.93617021 0.92391304],0.724358974358974,0.717948717948718,0.871794871794872,0.9723991507431,0.978632478632479,0.972222222222222,0.707482993197279,0.776119402985075,0.730756330706021,0.725,0.743589743589744,0.717948717948718,0.87146529562982,0.894459102902375,0.87241658387014
svm_model_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16,4, lab, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.76724138 0.78448276 0.80172414 0.81896552 0.85964912],0.604166666666667,0.515625,0.732848232848233,0.856677524429967,0.910034602076124,0.847750865051903,0.672413793103448,0.764705882352941,0.593464052287582,0.579185520361991,0.695652173913043,0.522826086956522,0.759137769447048,0.838509316770186,0.732407059220166
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26,6, mscn, svd,162,54,54,0.6,0.2,0.2, [0.91176471 0.71875    0.78125    0.75       0.75      ],0.537037037037037,0.555555555555556,0.818518518518519,1,1,1,0.528301886792453,0.583333333333333,0.541666666666667,0.555555555555556,0.6,0.558620689655172,0.817843866171004,0.846153846153846,0.819505494505494
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svd,8,0,8, zones, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.71052632 0.66666667 0.75       0.63888889 0.61111111],0.55,0.55,0.821192052980132,1,1,1,0.63013698630137,0.71875,0.537946428571429,0.63013698630137,0.793103448275862,0.557842046718576,0.835365853658537,0.901315789473684,0.820657894736842
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svd,40,0,40, zones, lab, svd,588,196,196,0.6,0.2,0.2, [1.         1.         1.         0.99152542 1.        ],0.586734693877551,0.607142857142857,0.838775510204082,1,1,1,0.643171806167401,0.768421052631579,0.592131318394997,0.688259109311741,0.894736842105263,0.6156852527358,0.851224105461394,0.933884297520661,0.839926019728073
ensemble_model_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4,4, lab, svdn,582,194,194,0.6,0.2,0.2, [0.96610169 0.98275862 0.98275862 0.98275862 0.92241379],0.412371134020619,0.5,0.782474226804124,1,1,1,0.508620689655172,0.627659574468085,0.418829787234043,0.597510373443983,0.705882352941176,0.48881074168798,0.8,0.86652977412731,0.782126170707547
svm_model_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26,4, lab, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.94262295 0.96721311 0.95       0.94166667 0.95      ],0.557213930348259,0.537313432835821,0.798210735586481,0.963979416809605,0.93046357615894,0.96523178807947,0.543589743589744,0.54639175257732,0.556849722442506,0.582959641255605,0.596330275229358,0.531860789788592,0.797202797202797,0.785433070866142,0.79833902539291
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32,6, mscn, svd,174,58,58,0.6,0.2,0.2, [0.86111111 0.80555556 0.61764706 0.79411765 0.76470588],0.741379310344828,0.603448275862069,0.868965517241379,1,1,1,0.680851063829787,0.666666666666667,0.730392156862745,0.530612244897959,0.5,0.59375,0.859259259259259,0.846715328467153,0.867802108678021
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdn,4,0,4,4, low_bits_4_shifted_2, svdn,600,200,200,0.6,0.2,0.2, [0.89166667 0.9        0.94166667 0.95       0.975     ],0.525,0.525,0.802,0.986531986531987,0.976666666666667,0.986666666666667,0.641509433962264,0.80188679245283,0.507326374949819,0.618473895582329,0.762376237623762,0.522602260226023,0.82129963898917,0.897435897435897,0.800644926405575
ensemble_model_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8,4, lab, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [1.         0.96363636 1.         0.95454545 0.98148148],0.428571428571429,0.505494505494506,0.786184210526316,0.998178506375228,1,0.998175182481752,0.395348837209302,0.369565217391304,0.429227053140097,0.505494505494506,0.51685393258427,0.505738794249124,0.784053156146179,0.778021978021978,0.786166350061317
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4,4, low_bits_6, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.92622951 0.93442623 0.95081967 0.90163934 0.95901639],0.487684729064039,0.492610837438424,0.793307086614173,0.99505766062603,0.99016393442623,0.995081967213115,0.631205673758865,0.864077669902913,0.482038834951456,0.643598615916955,0.911764705882353,0.490535818287711,0.821731748726655,0.949019607843137,0.792691622103387
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdn,8,0,8,4, low_bits_4_shifted_2, svdn,534,178,178,0.6,0.2,0.2, [0.97222222 0.97222222 0.94339623 0.98113208 0.91509434],0.544943820224719,0.657303370786517,0.837078651685393,0.994350282485875,0.98876404494382,0.99438202247191,0.580310880829016,0.674698795180723,0.553138871274572,0.690355329949239,0.781609195402299,0.660035366931919,0.842562432138979,0.887871853546911,0.837975661872793
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svd,40,0,40, zones, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1. 1. 1. 1. 1.],0.552238805970149,0.572139303482587,0.825049701789264,1,1,1,0.628099173553719,0.767676767676768,0.555407011289364,0.641666666666667,0.733333333333333,0.564583333333333,0.837937384898711,0.899209486166008,0.824604743083004
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svd,16,0,16, zones, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.66666667 0.72222222 0.66666667 0.77777778 0.67647059],0.525423728813559,0.559322033898305,0.817567567567567,1,1,1,0.575757575757576,0.59375,0.519097222222222,0.617647058823529,0.724137931034483,0.562068965517241,0.826923076923077,0.86,0.816986301369863
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8,4, low_bits_2, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.90833333 0.9        0.89166667 0.90677966 0.88135593],0.757575757575758,0.787878787878788,0.882056451612903,0.956381260096931,0.993288590604027,0.954697986577181,0.777777777777778,0.848484848484848,0.757575757575758,0.79,0.868131868131868,0.793879018178084,0.88695652173913,0.940573770491803,0.882985297944314
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16,4, low_bits_3, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.9122807  0.92982456 0.9122807  0.92982456 0.94642857],0.80952380952381,0.772486772486772,0.897463002114165,0.969072164948454,0.992957746478873,0.96830985915493,0.8125,0.787878787878788,0.810606060606061,0.748538011695906,0.673684210526316,0.773012318029115,0.897354497354497,0.887029288702929,0.897574473411293
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16,4, low_bits_5, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.96774194 0.99193548 0.95901639 0.99180328 0.95081967],0.480392156862745,0.480392156862745,0.784735812133072,0.986798679867987,0.973941368078176,0.986970684039088,0.522522522522523,0.597938144329897,0.485884960015416,0.535087719298246,0.570093457943925,0.475768378456499,0.791666666666667,0.818003913894325,0.784735812133072
svm_model_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4,6, mscn, svdn,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.52941176 0.47058824 0.58823529 0.5        0.5625    ],0.472727272727273,0.454545454545455,0.503623188405797,0.660869565217391,0.91566265060241,0.530120481927711,0.602739726027397,0.956521739130435,0.540760869565217,0.583333333333333,0.875,0.502016129032258,0.634666666666667,0.915384615384615,0.526185458377239
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26,4, low_bits_5, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.99090909 0.96363636 0.96363636 0.99090909 0.98148148],0.543956043956044,0.593406593406593,0.825657894736842,0.996336996336996,0.992700729927007,0.996350364963504,0.587064676616915,0.627659574468085,0.54110251450677,0.640776699029126,0.725274725274725,0.593406593406594,0.833158447009444,0.864923747276688,0.8253978559783
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8,4, low_bits_3, svdn,564,188,188,0.6,0.2,0.2, [0.89473684 0.92105263 0.875      0.91071429 0.875     ],0.696808510638298,0.648936170212766,0.848936170212766,0.967184801381693,0.992907801418439,0.966312056737589,0.710659898477157,0.786516853932584,0.7013392350471,0.673267326732673,0.80952380952381,0.664377289377289,0.85480572597137,0.918681318681318,0.851093236660247
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40,6, mscn, svd,194,64,64,0.602484472049689,0.198757763975155,0.198757763975155, [0.725      0.8        0.76315789 0.78947368 0.78947368],0.578125,0.59375,0.835403726708075,1,1,1,0.619718309859155,0.785714285714286,0.601190476190476,0.697674418604651,0.810810810810811,0.553553553553554,0.849002849002849,0.919753086419753,0.834876543209877
svm_model_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8,6, mscn, svdn,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.57894737 0.66666667 0.66666667 0.66666667 0.47222222],0.583333333333333,0.466666666666667,0.589403973509934,0.633879781420765,0.637362637362637,0.631868131868132,0.626865671641791,0.636363636363636,0.577441077441077,0.428571428571429,0.461538461538462,0.46606334841629,0.594771241830065,0.606666666666667,0.589517543859649
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26,4, low_bits_4, svdn,660,220,220,0.6,0.2,0.2, [0.99242424 0.96969697 0.99242424 0.95454545 0.99242424],0.622727272727273,0.668181818181818,0.857272727272727,0.998482549317147,0.996969696969697,0.998484848484848,0.671936758893281,0.720338983050847,0.615071452309737,0.718146718146718,0.845454545454545,0.668181818181818,0.865926558497011,0.908602150537634,0.856515097409038
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,582,194,194,0.6,0.2,0.2, [0.8559322  0.84482759 0.87068966 0.86206897 0.89655172],0.670103092783505,0.623711340206186,0.829896907216495,0.950877192982456,0.93127147766323,0.951890034364261,0.68,0.755555555555556,0.675854700854701,0.654028436018957,0.627272727272727,0.623160173160173,0.831804281345566,0.830957230142566,0.829883625509696
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svd,26,0,26, zones, mscn, svd,174,58,58,0.6,0.2,0.2, [0.83333333 0.88888889 0.82352941 0.97058824 0.73529412],0.448275862068966,0.603448275862069,0.810344827586207,1,1,1,0.5,0.516129032258065,0.443249701314217,0.549019607843137,0.56,0.598181818181818,0.809688581314879,0.818181818181818,0.810451453308596
svm_model_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32,4, low_bits_2, svdn,624,208,208,0.6,0.2,0.2, [0.88888889 0.88888889 0.93548387 0.91935484 0.88709677],0.826923076923077,0.8125,0.885576923076923,0.934131736526946,1,0.92948717948718,0.844827586206896,0.816666666666667,0.828787878787879,0.802030456852792,0.806122448979592,0.812152133580705,0.891522333637192,0.922641509433962,0.884850166481687
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdn,16,0,16,4, low_bits_4_shifted_2, svdn,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.98275862 0.99137931 1.         0.98245614 0.99122807],0.586387434554974,0.633507853403141,0.844142259414226,1,1,1,0.618357487922705,0.615384615384615,0.583554376657825,0.65,0.706521739130435,0.6360891523935,0.848114169215087,0.86128364389234,0.843961060846804
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8,4, low_bits_5, svdn,654,218,218,0.6,0.2,0.2, [0.9469697  0.96969697 0.97692308 0.90769231 0.93846154],0.55045871559633,0.5,0.807339449541284,0.995391705069124,0.990825688073394,0.995412844036697,0.671140939597315,0.819672131147541,0.514002732240437,0.591760299625468,0.814432989690721,0.531183436994121,0.827302631578947,0.921245421245421,0.807130063563887
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdn,26,0,26,4, low_bits_4_shifted_2, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.99206349 0.98412698 1.         1.         0.99193548],0.495192307692308,0.538461538461538,0.806142034548944,0.9984,0.996805111821086,0.998402555910543,0.524886877828054,0.557692307692308,0.495192307692308,0.533980582524272,0.528846153846154,0.538461538461538,0.807984790874525,0.81573896353167,0.806142034548944
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdn,32,0,32,4, low_bits_4_shifted_2, svdn,558,186,186,0.6,0.2,0.2, [1.         0.97321429 0.99107143 0.98214286 0.99090909],0.521505376344086,0.478494623655914,0.798924731182796,0.998204667863555,0.996415770609319,0.998207885304659,0.552763819095477,0.604395604395604,0.52325043377675,0.492146596858639,0.5,0.478260869565217,0.802534318901795,0.818965517241379,0.798967737161462
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8,4, low_bits_6, svdn,690,230,230,0.6,0.2,0.2, [0.99275362 0.97826087 0.98550725 0.97101449 0.93478261],0.491304347826087,0.552173913043478,0.80695652173913,0.997093023255814,0.994202898550725,0.997101449275362,0.518518518518518,0.520661157024793,0.489688376677534,0.525345622119816,0.532710280373832,0.550907985715371,0.806620209059233,0.808027923211169,0.806960235435741
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26,4, low_bits_2, svdn,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [0.93382353 0.92647059 0.93283582 0.91044776 0.8880597 ],0.754464285714286,0.830357142857143,0.868983957219251,0.923943661971831,0.973293768545994,0.919881305637982,0.761904761904762,0.846153846153846,0.760576923076923,0.849206349206349,0.955357142857143,0.830357142857143,0.876781223805532,0.945750452079566,0.870063275248922
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svd,32,0,32, zones, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.64705882 0.67647059 0.82352941 0.76470588 0.76470588],0.517857142857143,0.482142857142857,0.801418439716312,1,1,1,0.584615384615385,0.826086956521739,0.564558629776021,0.591549295774648,0.65625,0.453125,0.816993464052288,0.892857142857143,0.802062374245473
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32,4, low_bits_4, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         0.95901639 0.98333333 0.975      0.98333333],0.597014925373134,0.616915422885572,0.842942345924453,1,1,1,0.633484162895928,0.729166666666667,0.602678571428571,0.635071090047393,0.632075471698113,0.616037735849057,0.847490347490347,0.871031746031746,0.84288639094416
svm_model_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16,6, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.55263158 0.68421053 0.63157895 0.39473684 0.58333333],0.467741935483871,0.532258064516129,0.58974358974359,0.65625,0.670212765957447,0.648936170212766,0.4,0.323529411764706,0.483193277310924,0.53968253968254,0.515151515151515,0.533437826541275,0.587096774193548,0.565217391304348,0.590555715519724
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [1.         1.         0.99230769 1.         1.        ],0.562790697674419,0.595348837209302,0.8317843866171,1,1,1,0.646616541353383,0.819047619047619,0.568614718614719,0.676579925650558,0.842592592592593,0.594193492557979,0.846740050804403,0.932835820895522,0.832158651188502
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.93396226 0.88679245 0.94230769 0.875      0.90384615],0.46551724137931,0.471264367816092,0.779816513761468,0.986460348162476,0.973282442748092,0.986641221374046,0.575342465753425,0.759036144578313,0.478419171190255,0.574074074074074,0.784810126582278,0.497668221185876,0.798319327731092,0.896226415094339,0.782934636118598
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16,4, low_bits_2, svdn,654,218,218,0.6,0.2,0.2, [0.87121212 0.89393939 0.90769231 0.88461538 0.83846154],0.802752293577982,0.752293577981651,0.867889908256881,0.932374100719424,0.990825688073394,0.928134556574924,0.827309236947791,0.895652173913044,0.797340650063318,0.792307692307692,0.936363636363636,0.750589225589226,0.880398671096346,0.960144927536232,0.866689564139863
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.99253731 1.         0.99253731 0.99253731 0.99253731],0.860986547085202,0.825112107623318,0.937275985663082,1,1,1,0.863436123348018,0.837606837606838,0.862199645218513,0.832618025751073,0.843478260869565,0.82451690821256,0.938053097345133,0.934744268077601,0.937317489230058
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32,4, low_bits_6, svdn,484,161,161,0.600496277915633,0.199751861042184,0.199751861042184, [1.         1.         0.97916667 1.         0.98958333],0.521739130434783,0.602484472049689,0.825062034739454,1,1,1,0.52760736196319,0.589041095890411,0.527475093399751,0.644444444444444,0.644444444444444,0.596870109546166,0.82950423216445,0.846913580246913,0.824953049475078
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4,6, mscn, svdn,210,70,70,0.6,0.2,0.2, [0.78571429 0.78571429 0.61904762 0.71428571 0.78571429],0.528571428571429,0.571428571428571,0.82,1,1,1,0.459016393442623,0.451612903225806,0.520678246484698,0.558823529411765,0.513513513513513,0.574938574938575,0.814159292035398,0.797687861271676,0.819747885438098
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,642,214,214,0.6,0.2,0.2, [0.87692308 0.8828125  0.8828125  0.8671875  0.890625  ],0.518691588785047,0.481308411214953,0.776635514018692,0.961948249619483,0.984423676012461,0.961059190031153,0.592885375494071,0.675675675675676,0.512595119391236,0.55421686746988,0.71875,0.50344279661017,0.793787748058671,0.871212121212121,0.777856983115286
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8,6, mscn, svdn,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.63157895 0.80555556 0.61111111 0.77777778 0.66666667],0.466666666666667,0.516666666666667,0.798013245033113,1,1,1,0.609756097560976,0.862068965517241,0.479421579532814,0.632911392405063,0.78125,0.497767857142857,0.822157434402332,0.927631578947368,0.797149122807018
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26,4, low_bits_6, svdn,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.95454545 0.95454545 0.93181818 0.93939394 0.97692308],0.511415525114155,0.452054794520548,0.783759124087591,0.984939759036144,0.993920972644377,0.984802431610942,0.552301255230126,0.578947368421053,0.508521303258145,0.444444444444444,0.421052631578947,0.453383458646617,0.788203753351206,0.791741472172352,0.783625838126992
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16,4, low_bits_4, svdn,594,198,198,0.6,0.2,0.2, [0.975 0.975 1.    1.    1.   ],0.712121212121212,0.661616161616162,0.874747474747475,1,1,1,0.716417910447761,0.712871287128713,0.71210574665714,0.676328502415459,0.707070707070707,0.661616161616162,0.87624750499002,0.883299798792756,0.874712779720922
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svd,40,0,40, zones, mscn, svd,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.77777778 0.77777778 0.91666667 0.76470588 0.70588235],0.620689655172414,0.568965517241379,0.839041095890411,1,1,1,0.702702702702703,0.8125,0.598557692307692,0.666666666666667,0.892857142857143,0.579761904761905,0.855384615384616,0.939189189189189,0.83765015015015
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.8880597  0.84328358 0.87313433 0.91791045 0.87313433],0.762331838565022,0.717488789237668,0.865591397849462,0.950867052023121,0.982089552238806,0.949253731343284,0.778242677824268,0.885714285714286,0.769128329297821,0.744939271255061,0.741935483870968,0.714402085369827,0.872665534804754,0.911347517730496,0.865094048720321
svm_model_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26,6, mscn, svdn,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.63888889 0.66666667 0.55555556 0.58823529 0.61764706],0.551724137931034,0.5,0.592465753424658,0.659574468085106,0.704545454545455,0.636363636363636,0.617647058823529,0.65625,0.539663461538462,0.53968253968254,0.607142857142857,0.503571428571429,0.626959247648903,0.675675675675676,0.59131006006006
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.92708333 0.92708333 0.92708333 0.9375     0.94680851],0.867924528301887,0.823899371069182,0.92462311557789,0.977505112474438,1,0.976987447698745,0.864516129032258,0.8375,0.868117088607595,0.831325301204819,0.775280898876405,0.830497592295345,0.925925925925926,0.919117647058824,0.924765009096422
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16,4, low_bits_6, svdn,582,194,194,0.6,0.2,0.2, [0.95762712 0.96551724 0.99137931 0.93103448 0.97413793],0.536082474226804,0.494845360824742,0.803092783505155,0.994871794871795,1,0.994845360824742,0.637096774193548,0.822916666666667,0.539009353741497,0.581196581196581,0.839506172839506,0.543646891729488,0.82099343955014,0.935897435897436,0.807590152211666
ensemble_model_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16,4, lab, svdn,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.99       0.97       0.99       1.         0.95918367],0.490909090909091,0.581818181818182,0.814769975786925,1,1,1,0.475,0.481012658227848,0.490506329113924,0.543046357615894,0.532467532467532,0.578733766233766,0.810408921933086,0.809405940594059,0.814655576932101
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26,4, low_bits_3, svdn,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [0.95588235 0.99264706 0.97014925 0.94776119 0.94776119],0.741071428571429,0.651785714285714,0.861853832442068,0.971514242878561,0.961424332344214,0.971810089020772,0.756302521008403,0.789473684210526,0.740191387559809,0.654867256637168,0.637931034482759,0.652298850574713,0.862953138815208,0.860670194003527,0.861866628533295
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdn,4,0,4, zones, low_bits_4_shifted_2, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.91818182 0.92592593 0.9537037  0.90740741 0.96296296],0.538888888888889,0.555555555555556,0.813747228381375,0.990757855822551,0.988929889298893,0.990774907749077,0.634361233480176,0.742268041237113,0.521736430257111,0.636363636363636,0.74468085106383,0.546759030183078,0.82995951417004,0.887445887445887,0.811904761904762
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.9765625  0.95238095 0.98412698 0.97619048 0.96825397],0.547619047619048,0.580952380952381,0.821292775665399,0.992076069730586,0.990506329113924,0.992088607594937,0.573991031390135,0.711111111111111,0.568055555555556,0.65625,0.763636363636364,0.571818181818182,0.830630630630631,0.893410852713178,0.822638262177485
svm_model_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32,6, mscn, svdn,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.55555556 0.66666667 0.72222222 0.58823529 0.70588235],0.637931034482759,0.5,0.712328767123288,0.817204301075269,0.863636363636364,0.806818181818182,0.734177215189873,0.935483870967742,0.615890083632019,0.591549295774648,0.84,0.541212121212121,0.75,0.875,0.714527027027027
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svdn,4,0,4, zones, lab, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         0.99180328 0.98333333 0.99166667 0.99166667],0.507462686567164,0.567164179104478,0.815109343936382,1,1,1,0.526315789473684,0.53921568627451,0.506981580510992,0.553846153846154,0.551020408163265,0.566772340003963,0.81547619047619,0.818725099601594,0.815116518054765
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16,6, mscn, svdn,184,61,61,0.601307189542484,0.199346405228758,0.199346405228758, [0.84210526 0.65789474 0.69444444 0.83333333 0.72222222],0.573770491803279,0.524590163934426,0.820261437908497,1,1,1,0.638888888888889,0.821428571428571,0.592532467532467,0.623376623376623,0.631578947368421,0.489702517162471,0.834834834834835,0.879746835443038,0.818251796099898
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32,4, low_bits_5, svdn,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.97619048 0.96774194 0.98387097 1.         1.        ],0.57487922705314,0.550724637681159,0.825289575289575,1,1,1,0.54639175257732,0.490740740740741,0.578703703703704,0.541871921182266,0.514018691588785,0.552009345794393,0.822374877330716,0.796577946768061,0.825739953776187
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32,4, low_bits_3, svdn,588,196,196,0.6,0.2,0.2, [0.98305085 0.95762712 0.96610169 0.98305085 0.95689655],0.821428571428571,0.816326530612245,0.919387755102041,0.986531986531987,0.996598639455782,0.986394557823129,0.824120603015075,0.828282828282828,0.821357908986775,0.846153846153846,0.838983050847458,0.81051716644937,0.923076923076923,0.927592954990215,0.919020358092122
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.96153846 0.95192308 0.92307692 0.97115385 0.98076923],0.757225433526012,0.699421965317919,0.886836027713626,0.99236641221374,1,0.992307692307692,0.805555555555556,0.896907216494845,0.737927292457949,0.759259259259259,0.901098901098901,0.688354328598231,0.897489539748954,0.957589285714286,0.88429703520164
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svdn,4,0,4, zones, mscn, svdn,164,54,54,0.602941176470588,0.198529411764706,0.198529411764706, [0.64705882 0.58823529 0.75       0.71875    0.625     ],0.5,0.425925925925926,0.779411764705882,0.987951807228916,1,0.98780487804878,0.425531914893617,0.434782608695652,0.491584852734923,0.456140350877193,0.52,0.432413793103448,0.777777777777778,0.807692307692308,0.780606717226435
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40,4, low_bits_2, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.96610169 0.90677966 0.91525424 0.94915254 0.93220339],0.785714285714286,0.811224489795918,0.892057026476578,0.956239870340357,1,0.954237288135593,0.785714285714286,0.785714285714286,0.785714285714286,0.808290155440414,0.8125,0.81125,0.894632206759443,0.920245398773006,0.892171380928085
ensemble_model_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26,4, lab, svdn,522,174,174,0.6,0.2,0.2, [0.98113208 0.99038462 1.         1.         1.        ],0.580459770114943,0.580459770114943,0.832183908045977,1,1,1,0.629441624365482,0.704545454545455,0.579016913319239,0.66046511627907,0.825581395348837,0.583245243128964,0.843683083511777,0.905747126436781,0.832183908045977
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.95454545 0.95454545 0.93518519 0.98148148 0.93518519],0.812154696132597,0.767955801104972,0.913907284768212,0.996336996336996,1,0.996323529411765,0.802325581395349,0.766666666666667,0.811904761904762,0.752941176470588,0.673684210526316,0.772888616891065,0.912162162162162,0.886214442013129,0.914153991607901
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svdn,8,0,8, zones, mscn, svdn,152,50,50,0.603174603174603,0.198412698412698,0.198412698412698, [0.6875     0.86666667 0.73333333 0.7        0.83333333],0.58,0.5,0.817460317460317,1,1,1,0.655737704918033,0.769230769230769,0.572115384615385,0.56140350877193,0.592592592592593,0.49194847020934,0.82962962962963,0.868217054263566,0.816222348269994
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.96875    0.921875   0.9296875  0.9453125  0.93650794],0.528301886792453,0.528301886792453,0.800376647834275,0.980830670926517,0.962382445141066,0.981191222570533,0.6,0.694444444444444,0.525106837606838,0.626865671641791,0.717948717948718,0.506342780026991,0.814685314685315,0.856617647058823,0.798965194185782
svm_model_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32,4, lab, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.98387097 0.9516129  0.95081967 0.98360656 0.95081967],0.509803921568627,0.583333333333333,0.800391389432485,0.968067226890756,0.938110749185668,0.969055374592834,0.553571428571429,0.596153846153846,0.508076923076923,0.577114427860697,0.623655913978495,0.586602731764022,0.8,0.80952380952381,0.800514800514801
svm_model_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40,6, mscn, svdn,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.70588235 0.61764706 0.67647059 0.6875     0.6875    ],0.527272727272727,0.436363636363636,0.688405797101449,0.80794701986755,0.734939759036145,0.825301204819277,0.566666666666667,0.607142857142857,0.525793650793651,0.456140350877193,0.448275862068966,0.435676392572944,0.67910447761194,0.65,0.688970588235294
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdn,8,0,8, zones, low_bits_4_shifted_2, svdn,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [1.         0.99253731 0.99253731 0.98507463 0.97727273],0.554054054054054,0.554054054054054,0.821043165467626,0.998500749625187,0.997005988023952,0.998502994011976,0.611764705882353,0.672413793103448,0.54847104749512,0.585774058577406,0.648148148148148,0.556530214424951,0.828596037898364,0.862007168458781,0.820895280980293
svm_model_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4,4, low_bits_3, svdne,636,212,212,0.6,0.2,0.2, [0.984375   0.9765625  1.         0.98412698 0.99206349],0.740566037735849,0.778301886792453,0.899056603773585,0.992101105845182,0.987421383647799,0.992138364779874,0.757709251101322,0.767857142857143,0.738928571428571,0.79295154185022,0.789473684210526,0.777389903329753,0.901563937442502,0.900735294117647,0.899011057911537
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.99152542 1.         0.98305085 1.         0.99152542],0.581632653061224,0.489795918367347,0.814663951120163,1,1,1,0.511904761904762,0.511904761904762,0.572916666666667,0.46236559139785,0.425742574257426,0.491818655549766,0.807203389830508,0.79375,0.814205677290837
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26,6, mscn, svdn,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.80555556 0.75       0.75       0.83333333 0.73529412],0.559322033898305,0.508474576271186,0.814189189189189,1,1,1,0.606060606060606,0.8,0.591176470588235,0.553846153846154,0.782608695652174,0.557971014492754,0.822006472491909,0.927007299270073,0.821994215672772
svm_model_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4,4, low_bits_5, svdne,484,161,161,0.600496277915633,0.199751861042184,0.199751861042184, [0.96938776 1.         0.98958333 1.         1.        ],0.639751552795031,0.583850931677019,0.843672456575682,0.997929606625259,0.995867768595041,0.997933884297521,0.697916666666667,0.728260869565217,0.625,0.652849740932642,0.724137931034483,0.571528424976701,0.854838709677419,0.881235154394299,0.841916278495851
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40,4, low_bits_4, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.98461538 0.99230769 0.98461538 0.9609375  0.96875   ],0.6,0.66046511627907,0.848513011152416,0.993769470404984,0.987616099071207,0.993808049535603,0.658730158730159,0.775700934579439,0.600813430252683,0.6784140969163,0.810526315789474,0.67609649122807,0.854594112399643,0.912380952380952,0.850019877279405
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdn,40,0,40,4, low_bits_4_shifted_2, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.98113208 0.91509434 0.96153846 0.99038462 0.99038462],0.632183908045977,0.591954022988506,0.840596330275229,0.992307692307692,0.984732824427481,0.99236641221374,0.627906976744186,0.635294117647059,0.632253800396563,0.635897435897436,0.729411764705882,0.595042961004627,0.843291995490417,0.865740740740741,0.840824915824916
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16,4, low_bits_5, svdn,600,200,200,0.6,0.2,0.2, [0.98333333 0.96666667 0.95       0.98333333 0.93333333],0.6,0.55,0.827,0.994991652754591,0.993333333333333,0.995,0.649122807017544,0.762886597938144,0.604744269842859,0.594594594594595,0.709677419354839,0.560446186312933,0.835081029551954,0.893877551020408,0.828311324529812
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svdn,8,0,8, zones, lab, svdn,752,250,250,0.600638977635783,0.199680511182109,0.199680511182109, [0.99342105 1.         1.         1.         0.98666667],0.54,0.5,0.808306709265176,1,1,1,0.502164502164502,0.464,0.54,0.472573839662447,0.417910447761194,0.506369016984045,0.80327868852459,0.771653543307087,0.80884135836343
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32,6, mscn, svdn,168,56,56,0.6,0.2,0.2, [0.67647059 0.94117647 0.67647059 0.82352941 0.8125    ],0.589285714285714,0.714285714285714,0.853571428571429,0.988095238095238,0.988095238095238,0.988095238095238,0.634920634920635,0.740740740740741,0.594508301404853,0.714285714285714,0.769230769230769,0.717948717948718,0.857142857142857,0.897810218978102,0.854499515083457
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svdn,16,0,16, zones, mscn, svdn,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.80555556 0.75       0.83333333 0.85294118 0.64705882],0.53448275862069,0.448275862068966,0.797945205479452,1,1,1,0.584615384615385,0.59375,0.527644230769231,0.5,0.551724137931034,0.448275862068966,0.80655737704918,0.825503355704698,0.797367062467734
svm_model_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4,6, mscn, svdne,186,62,62,0.6,0.2,0.2, [0.47368421 0.55263158 0.5        0.58333333 0.55555556],0.483870967741936,0.564516129032258,0.541935483870968,0.314049586776859,0.204301075268817,0.553763440860215,0.2,0.117647058823529,0.523109243697479,0.068965517241379,0.035714285714286,0.517857142857143,0.252631578947368,0.154838709677419,0.541935483870968
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.99180328 1.         0.97540984 0.99180328 0.975     ],0.544554455445545,0.534653465346535,0.815217391304348,0.99835255354201,0.99671052631579,0.998355263157895,0.626016260162602,0.712962962962963,0.532013396375098,0.568807339449541,0.652631578947368,0.541269060501722,0.825396825396825,0.871794871794872,0.815105356689515
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32,4, low_bits_2, svdn,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.96078431 0.86       0.96       0.95       0.92      ],0.81437125748503,0.760479041916168,0.900717703349282,0.976653696498055,1,0.97609561752988,0.820809248554913,0.89873417721519,0.818685270425777,0.767441860465116,0.88,0.771521739130435,0.90337601862631,0.958024691358025,0.902446220388989
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26,4, low_bits_5, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.98333333 0.99152542 0.99152542 0.98305085 1.        ],0.649746192893401,0.634517766497462,0.855983772819473,0.998307952622674,0.996621621621622,0.998310810810811,0.660098522167488,0.614678899082569,0.653930358632193,0.612903225806452,0.619565217391304,0.633592132505176,0.855102040816326,0.843058350100604,0.856089502248666
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdn,16,0,16, zones, low_bits_4_shifted_2, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.99152542 1.         1.         0.99137931 1.        ],0.541237113402062,0.510309278350515,0.810699588477366,1,1,1,0.611353711790393,0.74468085106383,0.547340425531915,0.615384615384615,0.775510204081633,0.507546768707483,0.826415094339623,0.90495867768595,0.811085896220024
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdn,26,0,26,4, low_bits_4_shifted_2, svdn,528,176,176,0.6,0.2,0.2, [0.99056604 0.98113208 0.99056604 0.98113208 0.99038462],0.602272727272727,0.590909090909091,0.838636363636364,1,1,1,0.666666666666667,0.786516853932584,0.60015497869043,0.64,0.688172043010753,0.585049876927063,0.84861407249467,0.89237668161435,0.837893409931599
svm_model_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8,6, mscn, svdne,174,58,58,0.6,0.2,0.2, [0.41666667 0.55555556 0.5        0.5        0.55882353],0.586206896551724,0.46551724137931,0.555172413793103,0.5375,0.494252873563218,0.574712643678161,0.5,0.5,0.573529411764706,0.436363636363636,0.413793103448276,0.46551724137931,0.509505703422053,0.478571428571429,0.552619047619048
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4,4, low_bits_4, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.99193548 0.96774194 0.99193548 0.97580645 0.99193548],0.645631067961165,0.62621359223301,0.852713178294574,0.996763754045307,0.993548387096774,0.996774193548387,0.666666666666667,0.701923076923077,0.645079185520362,0.677824267782427,0.786407766990291,0.62621359223301,0.858736059479554,0.893617021276596,0.852633753356744
svm_model_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4,4, low_bits_2, svdne,588,196,196,0.6,0.2,0.2, [0.89830508 0.87288136 0.90677966 0.88983051 0.88793103],0.739795918367347,0.673469387755102,0.818367346938775,0.901098901098901,0.976190476190476,0.892857142857143,0.790123456790123,0.888888888888889,0.722853535353536,0.719298245614035,0.872340425531915,0.681268251981644,0.839350180505415,0.9375,0.816890495867769
svm_model_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40,4, lab, svdn,636,212,212,0.6,0.2,0.2, [0.9921875 1.        1.        1.        1.       ],0.504716981132076,0.575471698113208,0.816037735849057,1,1,1,0.524886877828054,0.568627450980392,0.507040998217469,0.612068965517241,0.617391304347826,0.571582250112057,0.820936639118457,0.835514018691589,0.815852247441033
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32,4, low_bits_4, svdn,522,174,174,0.6,0.2,0.2, [0.97169811 1.         1.         1.         0.99038462],0.603448275862069,0.591954022988506,0.839080459770115,1,1,1,0.656716417910448,0.825,0.619946808510638,0.632124352331606,0.709302325581395,0.593287526427061,0.847161572052402,0.908665105386417,0.840337067365895
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.875      0.9        0.88333333 0.89830508 0.84745763],0.803030303030303,0.823232323232323,0.912298387096774,0.978369384359401,0.986577181208054,0.978187919463087,0.809756097560975,0.912087912087912,0.811184142959844,0.840182648401826,0.938775510204082,0.824387755102041,0.915121951219512,0.963039014373716,0.91320267550369
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26,4, low_bits_4, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.96774194 0.99193548 1.         1.         0.95901639],0.653658536585366,0.658536585365854,0.862573099415205,1,1,1,0.64321608040201,0.587155963302752,0.658161314984709,0.631578947368421,0.594059405940594,0.65760662604722,0.859701492537313,0.833976833976834,0.8628545587207
svm_model_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8,4, low_bits_2, svdne,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.95689655 0.98245614 0.92105263 0.95614035 0.96491228],0.678947368421053,0.726315789473684,0.859243697478991,0.964586846543001,1,0.963286713286713,0.690355329949239,0.883116883116883,0.71146994598322,0.775862068965517,0.918367346938775,0.720053238686779,0.868884540117417,0.963123644251627,0.86241721927449
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.97058824 0.99264706 0.99264706 0.99253731 0.93283582],0.537777777777778,0.533333333333333,0.814387211367673,1,1,1,0.603053435114504,0.705357142857143,0.538519279393173,0.567901234567901,0.63302752293578,0.536341347674787,0.82303132938188,0.869409660107335,0.814775376790881
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdn,32,0,32,4, low_bits_4_shifted_2, svdn,540,180,180,0.6,0.2,0.2, [1.         0.97222222 0.98148148 0.99074074 0.99074074],0.611111111111111,0.533333333333333,0.828888888888889,1,1,1,0.631578947368421,0.631578947368421,0.609907120743034,0.543478260869565,0.574712643678161,0.53466814979607,0.831509846827133,0.84070796460177,0.828836125158028
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26,4, low_bits_2, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.85483871 0.92741935 0.91129032 0.92622951 0.95081967],0.731707317073171,0.775609756097561,0.868421052631579,0.947368421052632,0.993506493506493,0.944805194805195,0.739336492890995,0.886363636363636,0.750874125874126,0.828358208955224,0.902439024390244,0.74390243902439,0.88,0.953757225433526,0.867411157095461
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40,6, mscn, svdn,162,54,54,0.6,0.2,0.2, [0.82352941 0.90625    0.78125    0.75       0.78125   ],0.648148148148148,0.537037037037037,0.837037037037037,1,1,1,0.716417910447761,0.888888888888889,0.648148148148148,0.615384615384615,0.869565217391304,0.579943899018233,0.850340136054422,0.954198473282443,0.840408589159207
svm_model_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4,4, lab, svdne,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.98       1.         1.         0.98979592 1.        ],0.567073170731707,0.530487804878049,0.818734793187348,0.997971602434077,0.995951417004048,0.997975708502024,0.64321608040201,0.744186046511628,0.55799045915325,0.601036269430052,0.716049382716049,0.532723486538748,0.831638418079096,0.888888888888889,0.818218954248366
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8,4, low_bits_4, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1. 1. 1. 1. 1.],0.652849740932642,0.632124352331606,0.857142857142857,1,1,1,0.649214659685864,0.596153846153846,0.657627484874676,0.646766169154229,0.677083333333333,0.632356099656358,0.858024691358025,0.851020408163265,0.857232893157263
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svdn,26,0,26, zones, mscn, svdn,162,54,54,0.6,0.2,0.2, [0.94117647 0.875      0.78125    0.875      0.75      ],0.574074074074074,0.592592592592593,0.833333333333333,1,1,1,0.530612244897959,0.590909090909091,0.576704545454545,0.645161290322581,0.645161290322581,0.583450210378682,0.835164835164835,0.850746268656716,0.833461369622476
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.98275862 0.99137931 1.         1.         0.98245614],0.744791666666667,0.708333333333333,0.890852390852391,1,1,1,0.787878787878788,0.850467289719626,0.73111599780099,0.722772277227723,0.820224719101124,0.715937602269008,0.896142433234421,0.934020618556701,0.890490393135793
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40,4, low_bits_3, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.89090909 0.91818182 0.92727273 0.91818182 0.92727273],0.765027322404371,0.748633879781421,0.888646288209607,0.976576576576577,0.985454545454546,0.976363636363636,0.788177339901478,0.792079207920792,0.761893262496981,0.760416666666667,0.776595744680851,0.747848434138178,0.892631578947368,0.902127659574468,0.888283560728938
svm_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdne,4,0,4,4, low_bits_4_shifted_2, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [1.         0.9516129  0.98387097 0.9516129  0.99193548],0.422330097087379,0.480582524271845,0.779069767441861,0.996763754045307,0.993548387096774,0.996774193548387,0.446511627906977,0.417391304347826,0.422981366459627,0.483091787439613,0.495049504950495,0.480858085808581,0.780769230769231,0.771863117870722,0.779212191346428
svm_model_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16,6, mscn, svdne,204,68,68,0.6,0.2,0.2, [0.76190476 0.73809524 0.85       0.75       0.7       ],0.470588235294118,0.588235294117647,0.732352941176471,0.862944162436548,0.833333333333333,0.867647058823529,0.470588235294118,0.516129032258065,0.474280732345248,0.6,0.567567567567568,0.59023539668701,0.728358208955224,0.717647058823529,0.732352941176471
ensemble_model_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4,6, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.83333333 0.66666667 0.77777778 0.69444444 0.55555556],0.466666666666667,0.516666666666667,0.796666666666667,1,1,1,0.466666666666667,0.5,0.46875,0.508474576271187,0.535714285714286,0.517857142857143,0.795986622073579,0.815068493150685,0.797144636185732
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svdn,32,0,32, zones, mscn, svdn,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.76315789 0.76315789 0.68421053 0.71052632 0.75      ],0.580645161290323,0.532258064516129,0.823717948717949,1,1,1,0.628571428571429,0.709677419354839,0.580645161290323,0.641975308641975,0.742857142857143,0.501058201058201,0.837758112094395,0.8875,0.82203947368421
svm_model_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8,4, low_bits_3, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.97580645 0.96774194 0.99180328 0.98360656 0.97540984],0.75,0.799019607843137,0.904109589041096,0.990196078431373,0.986970684039088,0.990228013029316,0.775330396475771,0.862745098039216,0.75,0.825531914893617,0.889908256880734,0.792322549492998,0.908752327746741,0.942084942084942,0.903582153582154
svm_model_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4,4, low_bits_6, svdne,534,178,178,0.6,0.2,0.2, [1.         1.         0.99056604 1.         1.        ],0.471910112359551,0.49438202247191,0.793258426966292,1,1,1,0.364864864864865,0.310344827586207,0.468359226979917,0.391891891891892,0.367088607594937,0.481524101777266,0.778313253012048,0.745958429561201,0.792016413905327
ensemble_model_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8,6, mscn, svdne,164,54,54,0.602941176470588,0.198529411764706,0.198529411764706, [0.73529412 0.70588235 0.78125    0.6875     0.75      ],0.425925925925926,0.5,0.786764705882353,1,1,1,0.456140350877193,0.590909090909091,0.451704545454545,0.526315789473684,0.517241379310345,0.498620689655172,0.79136690647482,0.827067669172932,0.787634554010926
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,600,200,200,0.6,0.2,0.2, [0.99166667 0.98333333 0.99166667 0.99166667 1.        ],0.52,0.485,0.801,1,1,1,0.6,0.72,0.52,0.550218340611354,0.663157894736842,0.493483709273183,0.813844714686623,0.878787878787879,0.801770177017702
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26,4, low_bits_3, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.953125   1.         0.96825397 0.98412698 0.99206349],0.79047619047619,0.723809523809524,0.903041825095057,1,1,1,0.808695652173913,0.830357142857143,0.787627551020408,0.738738738738739,0.773584905660377,0.72333091436865,0.90590405904059,0.919475655430712,0.902788020765549
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.98305085 0.97457627 0.99152542 1.         1.        ],0.561224489795918,0.454081632653061,0.803462321792261,1,1,1,0.594339622641509,0.670212765957447,0.565498539841468,0.502325581395349,0.54,0.452291666666667,0.810226155358899,0.842535787321063,0.803620834837002
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svdn,16,0,16, zones, lab, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [1. 1. 1. 1. 1.],0.492610837438424,0.551724137931034,0.809055118110236,1,1,1,0.497560975609756,0.593023255813954,0.505913337308686,0.580645161290323,0.605769230769231,0.550359362859363,0.812015503875969,0.846464646464646,0.809988561236162
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40,4, low_bits_5, svdn,612,204,204,0.6,0.2,0.2, [0.98387097 0.99180328 0.99180328 0.98360656 0.99180328],0.637254901960784,0.593137254901961,0.846078431372549,1,1,1,0.597826086956522,0.544554455445545,0.636354897625685,0.606635071090047,0.627450980392157,0.593137254901961,0.844091360476663,0.834970530451866,0.846056693797362
svm_model_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16,4, low_bits_3, svdne,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.99166667 0.99166667 0.96666667 0.98333333 0.99152542],0.85427135678392,0.819095477386935,0.928714859437751,0.99,0.993311036789298,0.989966555183946,0.857142857142857,0.844660194174757,0.854621763754045,0.818181818181818,0.880434782608696,0.823394961397806,0.929070929070929,0.941295546558704,0.928815103956643
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4,4, low_bits_3, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.96875    0.9921875  0.98412698 0.96031746 0.96825397],0.753554502369668,0.710900473933649,0.889204545454545,0.993690851735016,0.993690851735016,0.993690851735016,0.801526717557252,0.897435897435897,0.73595199127114,0.708133971291866,0.804347826086956,0.721501644135915,0.894117647058824,0.939163498098859,0.889393069804147
svm_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdne,8,0,8,4, low_bits_4_shifted_2, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.96551724 0.99137931 1.         0.99137931 1.        ],0.569948186528497,0.559585492227979,0.825051759834368,0.998272884283247,0.996551724137931,0.998275862068966,0.621004566210046,0.673267326732673,0.564894532931554,0.593301435406699,0.652631578947368,0.561009667024705,0.832174776564052,0.862139917695473,0.824819958847737
svm_model_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26,6, mscn, svdne,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.5        0.5        0.55882353 0.61764706 0.64705882],0.535714285714286,0.75,0.698581560283688,0.713375796178344,0.658823529411765,0.735294117647059,0.551724137931034,0.533333333333333,0.535897435897436,0.72,0.72,0.747096774193548,0.679245283018868,0.642857142857143,0.698189134808853
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4,4, low_bits_5, svdne,588,196,196,0.6,0.2,0.2, [0.99152542 0.99152542 1.         0.98305085 1.        ],0.510204081632653,0.556122448979592,0.811224489795918,0.996587030716724,0.993197278911565,0.996598639455782,0.633587786259542,0.805825242718447,0.494310470821589,0.66147859922179,0.825242718446602,0.541653617287817,0.832579185520362,0.92,0.808958333333333
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svdn,40,0,40, zones, mscn, svdn,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.88888889 0.73529412 0.85294118 0.70588235 0.82352941],0.578947368421053,0.578947368421053,0.832167832167832,1,1,1,0.657142857142857,0.821428571428571,0.583128078817734,0.6,0.666666666666667,0.583333333333333,0.841059602649007,0.900709219858156,0.833113230618733
svm_model_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8,4, lab, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.98181818 1.         1.         1.         1.        ],0.505494505494506,0.538461538461538,0.808114035087719,0.9981718464351,0.996350364963504,0.998175182481752,0.488636363636364,0.48314606741573,0.505013893922919,0.528089887640449,0.505376344086022,0.539205025975595,0.805771365149834,0.796052631578947,0.808114035087719
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26,4, low_bits_6, svdn,654,218,218,0.6,0.2,0.2, [1.         0.99242424 0.98461538 0.97692308 0.96923077],0.504587155963303,0.518348623853211,0.804587155963303,1,1,1,0.504587155963303,0.561224489795918,0.509778911564626,0.564315352697095,0.68,0.530677966101695,0.808625336927224,0.857142857142857,0.806447534766119
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32,4, low_bits_5, svdn,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.99074074 0.98148148 0.99074074 1.         0.99056604],0.58659217877095,0.58659217877095,0.834821428571429,1,1,1,0.55952380952381,0.540229885057471,0.585332333833083,0.579545454545454,0.586206896551724,0.586581709145427,0.832199546485261,0.82844243792325,0.834751020286129
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svdn,26,0,26, zones, lab, svdn,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [1. 1. 1. 1. 1.],0.519553072625698,0.497206703910615,0.803571428571429,1,1,1,0.552083333333333,0.576086956521739,0.517928535732134,0.510869565217391,0.566265060240964,0.501882530120482,0.807439824945295,0.831081081081081,0.803814876823726
ensemble_model_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16,6, mscn, svdne,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.76470588 0.67647059 0.58823529 0.91176471 0.67647059],0.607142857142857,0.446428571428571,0.812056737588653,1,1,1,0.645161290322581,0.645161290322581,0.60258064516129,0.474576271186441,0.5,0.446428571428571,0.81786941580756,0.826388888888889,0.811745169082126
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdne,16,0,16,4, low_bits_4_shifted_2, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [1.        1.        1.        1.        0.9893617],0.518987341772152,0.60126582278481,0.82449494949495,1,1,1,0.40625,0.351351351351351,0.509009009009009,0.56551724137931,0.493975903614458,0.606987951807229,0.814419225634179,0.772151898734177,0.824363103019481
ensemble_model_v2_N4_B0_E4_nb_zones_6_mscn_svdne,4,0,4, zones, mscn, svdne,196,65,65,0.601226993865031,0.199386503067485,0.199386503067485, [0.65       0.775      0.7        0.73684211 0.78947368],0.553846153846154,0.507692307692308,0.809815950920245,0.99492385786802,1,0.994897959183673,0.524590163934426,0.5,0.553030303030303,0.542857142857143,0.59375,0.508996212121212,0.810975609756098,0.820987654320988,0.809884071062933
ensemble_model_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32,4, lab, svdn,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [1.         0.99038462 0.95098039 1.         0.97058824],0.584795321637427,0.514619883040936,0.820093457943925,1,1,1,0.64321608040201,0.8,0.597802197802198,0.525714285714286,0.605263157894737,0.523684210526316,0.826576576576576,0.888619854721549,0.822413764832558
svm_model_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32,6, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.66666667 0.72222222 0.69444444 0.64705882 0.73529412],0.655172413793103,0.603448275862069,0.763698630136986,0.852272727272727,0.852272727272727,0.852272727272727,0.642857142857143,0.692307692307692,0.658653846153846,0.596491228070175,0.607142857142857,0.603571428571429,0.761245674740484,0.774647887323944,0.763990610328638
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40,4, low_bits_2, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.86206897 0.85964912 0.86842105 0.9122807  0.90350877],0.873684210526316,0.863157894736842,0.902310924369748,0.929853181076672,0.996503496503496,0.924825174825175,0.882352941176471,0.87378640776699,0.873674813078898,0.877358490566038,0.939393939393939,0.85980685980686,0.909620991253644,0.959016393442623,0.900844403617863
svm_model_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8,4, low_bits_5, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.99166667 1.         1.         0.99152542 0.99152542],0.51010101010101,0.505050505050505,0.803427419354839,1,1,1,0.475675675675676,0.458333333333333,0.508578431372549,0.494845360824742,0.489795918367347,0.504897959183674,0.8,0.792682926829268,0.803341463414634
ensemble_model_v2_N8_B0_E8_nb_zones_6_mscn_svdne,8,0,8, zones, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.58333333 0.73529412 0.67647059 0.67647059 0.58823529],0.596491228070175,0.473684210526316,0.814685314685315,1,1,1,0.622950819672131,0.703703703703704,0.601851851851852,0.482758620689655,0.583333333333333,0.488636363636364,0.81786941580756,0.868613138686131,0.816856904913535
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.921875   0.92063492 0.96031746 0.96031746 0.93650794],0.823809523809524,0.842857142857143,0.929657794676806,0.993710691823899,1,0.993670886075949,0.846473029045643,0.879310344827586,0.817314746881878,0.845070422535211,0.841121495327103,0.84289084475093,0.932110091743119,0.942486085343228,0.929332711287599
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4,4, low_bits_4, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [1.         0.99152542 0.99152542 0.98305085 0.98305085],0.66497461928934,0.614213197969543,0.854969574036511,0.998307952622674,0.996621621621622,0.998310810810811,0.682692307692308,0.747368421052632,0.667801857585139,0.657657657657658,0.768421052631579,0.619504643962848,0.859941234084231,0.903292181069959,0.855646090534979
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4,4, low_bits_2, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.92857143 0.9047619  0.91269841 0.93548387 0.91935484],0.764423076923077,0.745192307692308,0.878119001919386,0.961597542242703,1,0.960063897763578,0.793248945147679,0.886792452830189,0.762023677395487,0.766519823788546,0.87,0.749814814814815,0.88609865470852,0.951830443159923,0.878400881235793
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.97413793 1.         1.         1.         0.98245614],0.6,0.431578947368421,0.80672268907563,1,1,1,0.677966101694915,0.824742268041237,0.59516683294535,0.53448275862069,0.729411764705882,0.459943977591037,0.823076923076923,0.914529914529914,0.808504626686445
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8,4, low_bits_2, svdne,528,176,176,0.6,0.2,0.2, [0.95283019 0.96226415 0.9245283  0.97169811 0.93269231],0.778409090909091,0.778409090909091,0.898863636363636,0.97951582867784,0.996212121212121,0.979166666666667,0.777142857142857,0.8,0.779120879120879,0.771929824561404,0.804878048780488,0.780098598858329,0.89920724801812,0.921113689095128,0.899309628511929
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.88461538 0.91346154 0.91346154 0.93269231 0.90384615],0.861271676300578,0.855491329479769,0.931870669745958,0.981132075471698,1,0.980769230769231,0.853658536585366,0.886075949367089,0.863250740640991,0.863387978142077,0.908045977011494,0.855185779203421,0.9327251995439,0.960093896713615,0.932319675629535
ensemble_model_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4,4, lab, svdne,528,176,176,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.573863636363636,0.590909090909091,0.832954545454546,1,1,1,0.619289340101523,0.67032967032967,0.570458952811894,0.666666666666667,0.685714285714286,0.568209255533199,0.843783209351753,0.86304347826087,0.831521739130435
svm_model_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8,4, low_bits_6, svdne,618,206,206,0.6,0.2,0.2, [1.         1.         0.99193548 1.         1.        ],0.490291262135922,0.495145631067961,0.797087378640777,1,1,1,0.482758620689655,0.453703703703704,0.492157974300831,0.509433962264151,0.5,0.494897959183673,0.797676669893514,0.784761904761905,0.797331447430457
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40,4, low_bits_6, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.99122807 1.         1.         0.99122807 0.97321429],0.597883597883598,0.555555555555556,0.830866807610994,1,1,1,0.568181818181818,0.520833333333333,0.599126344086022,0.538461538461538,0.471153846153846,0.564988687782806,0.827213822894168,0.791322314049587,0.83180834317198
svm_model_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40,6, mscn, svdne,156,52,52,0.6,0.2,0.2, [0.71875 0.71875 0.625   0.7     0.6    ],0.75,0.653846153846154,0.826923076923077,0.906666666666667,0.871794871794872,0.91025641025641,0.73469387755102,0.72,0.748888888888889,0.678571428571429,0.791666666666667,0.663690476190476,0.823529411764706,0.826771653543307,0.82691966135812
ensemble_model_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26,6, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.66666667 0.80555556 0.66666667 0.77777778 0.77777778],0.516666666666667,0.533333333333333,0.81,1,1,1,0.591549295774648,0.67741935483871,0.511123470522803,0.674418604651163,0.878787878787879,0.494949494949495,0.830860534124629,0.909090909090909,0.807285180572852
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8,4, low_bits_3, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.97272727 0.98181818 0.98181818 0.97272727 1.        ],0.686813186813187,0.725274725274725,0.87828947368421,0.992700729927007,0.992700729927007,0.992700729927007,0.707692307692308,0.734042553191489,0.685203094777563,0.747474747474747,0.831460674157303,0.727558294067899,0.882040382571732,0.908096280087527,0.878223964219588
svm_model_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16,4, low_bits_4, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [1. 1. 1. 1. 1.],0.671875,0.703125,0.875259875259875,1,1,1,0.695652173913043,0.666666666666667,0.672619047619048,0.688524590163934,0.63,0.706304347826087,0.87603305785124,0.853118712273642,0.876021721728219
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8,4, low_bits_4, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.99206349 1.         1.         0.99206349 1.        ],0.751196172248804,0.665071770334928,0.883365200764818,1,1,1,0.775862068965517,0.87378640776699,0.752930939732552,0.692982456140351,0.766990291262136,0.666514013555596,0.887867647058824,0.928846153846154,0.883624597835624
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.98245614 0.98214286 0.98214286 0.98214286 1.        ],0.614973262032086,0.582887700534759,0.83974358974359,1,1,1,0.68421052631579,0.8125,0.609546703296703,0.663793103448276,0.733333333333333,0.561788617886179,0.853228962818004,0.904564315352697,0.837744712742428
svm_model_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4,8, mscn, svd,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.58333333 0.63043478 0.56521739 0.67391304 0.65217391],0.493506493506493,0.480519480519481,0.792746113989637,0.995670995670996,0.991379310344828,0.995689655172414,0.648648648648649,0.972972972972973,0.511486486486487,0.649122807017544,0.973684210526316,0.486842105263158,0.824561403508772,0.984293193717278,0.794710699422741
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdn,26,0,26, zones, low_bits_4_shifted_2, svdn,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [1.         1.         1.         0.99107143 1.        ],0.548387096774194,0.564516129032258,0.822961373390558,1,1,1,0.628318584070796,0.739583333333333,0.542013888888889,0.63013698630137,0.711340206185567,0.557917294104019,0.835820895522388,0.887949260042283,0.821970272722667
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [1.         0.99090909 1.         1.         1.        ],0.601092896174863,0.655737704918033,0.851528384279476,1,1,1,0.669683257918552,0.840909090909091,0.609928229665072,0.706976744186046,0.817204301075269,0.653046594982079,0.862068965517241,0.932017543859649,0.851878337147216
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.94736842 0.86842105 0.9122807  0.9375     0.89285714],0.829787234042553,0.829787234042553,0.915074309978769,0.972508591065292,1,0.971731448763251,0.827956989247312,0.777777777777778,0.83270911360799,0.807228915662651,0.807228915662651,0.827423981640849,0.914346895074946,0.918279569892473,0.915114627713532
ensemble_model_v2_N16_B0_E16_nb_zones_6_mscn_svdne,16,0,16, zones, mscn, svdne,186,62,62,0.6,0.2,0.2, [0.65789474 0.73684211 0.57894737 0.80555556 0.75      ],0.5,0.419354838709678,0.780645161290323,0.994652406417112,1,0.994623655913978,0.523076923076923,0.548387096774194,0.5,0.538461538461538,0.583333333333333,0.387820512820513,0.793939393939394,0.81875,0.779375
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdne,4,0,4,4, low_bits_4_shifted_2, svdne,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [1.         1.         1.         0.98333333 1.        ],0.552763819095477,0.562814070351759,0.823293172690763,1,1,1,0.538860103626943,0.536082474226804,0.552354962603598,0.606334841628959,0.644230769230769,0.558957489878542,0.826086956521739,0.836,0.823241935483871
svm_model_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16,4, low_bits_2, svdne,678,226,226,0.6,0.2,0.2, [0.91176471 0.83823529 0.80882353 0.86764706 0.90298507],0.601769911504425,0.610619469026549,0.768141592920354,0.885558583106267,0.958702064896755,0.876106194690265,0.521276595744681,0.411764705882353,0.612424409015943,0.536842105263158,0.463636363636364,0.606818181818182,0.764388489208633,0.748239436619718,0.768247832188863
svm_model_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8,8, mscn, svd,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.65217391 0.65217391 0.67391304 0.59090909 0.61363636],0.466666666666667,0.453333333333333,0.781914893617021,0.995555555555555,0.991150442477876,0.995575221238938,0.636363636363636,0.972222222222222,0.486111111111111,0.623853211009174,0.971428571428571,0.485714285714286,0.815315315315315,0.983695652173913,0.78611865942029
ensemble_model_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32,6, mscn, svdne,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.73529412 0.82352941 0.64705882 0.79411765 0.70588235],0.642857142857143,0.589285714285714,0.840425531914894,0.988372093023256,1,0.988235294117647,0.705882352941176,0.8,0.630769230769231,0.622950819672131,0.791666666666667,0.614583333333333,0.850498338870432,0.920863309352518,0.84155053579514
ensemble_model_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4,4, low_bits_6, svdne,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [1.         0.98245614 1.         1.         1.        ],0.552631578947368,0.589473684210526,0.828781512605042,1,1,1,0.62882096069869,0.782608695652174,0.559671694764862,0.657894736842105,0.824175824175824,0.598956598956599,0.841593780369291,0.923240938166311,0.830150489787089
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40,4, low_bits_4, svdn,654,218,218,0.6,0.2,0.2, [1.         0.96969697 0.96153846 1.         0.99230769],0.674311926605505,0.697247706422018,0.873394495412844,0.998468606431853,0.996941896024465,0.998470948012232,0.669767441860465,0.699029126213592,0.675601519628535,0.697247706422018,0.730769230769231,0.698717948717949,0.87292817679558,0.887640449438202,0.873676339827015
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.98275862 0.99137931 0.99137931 0.98275862 0.98275862],0.813471502590673,0.77720207253886,0.917184265010352,0.998272884283247,0.996551724137931,0.998275862068966,0.828571428571429,0.887755102040816,0.812298603651987,0.77720207253886,0.833333333333333,0.780744336569579,0.918533604887984,0.943514644351464,0.917454043487208
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,660,220,220,0.6,0.2,0.2, [0.95454545 1.         0.98484848 1.         0.99242424],0.636363636363636,0.627272727272727,0.852727272727273,1,1,1,0.652173913043478,0.789473684210526,0.654736842105263,0.663934426229508,0.710526315789474,0.624131082423039,0.857142857142857,0.901669758812616,0.853686929317181
ensemble_model_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40,4, lab, svdn,564,188,188,0.6,0.2,0.2, [1.         1.         1.         0.99107143 0.99107143],0.547872340425532,0.515957446808511,0.812765957446808,1,1,1,0.597156398104265,0.649484536082474,0.544522487821457,0.542713567839196,0.606741573033708,0.520542503688571,0.819301848049281,0.852564102564103,0.812934593654933
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdn,32,0,32, zones, low_bits_4_shifted_2, svdn,570,190,190,0.6,0.2,0.2, [1.         0.99122807 1.         1.         0.99122807],0.573684210526316,0.573684210526316,0.829473684210526,1,1,1,0.571428571428571,0.580645161290323,0.573827735284336,0.537142857142857,0.540229885057471,0.571085816315143,0.826552462526766,0.83010752688172,0.829486753131582
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdn,40,0,40,4, low_bits_4_shifted_2, svdn,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.99264706 1.         0.97794118 1.         1.        ],0.631111111111111,0.56,0.838365896980462,1,1,1,0.700361010830325,0.822033898305085,0.621297322984318,0.59919028340081,0.732673267326733,0.576014053018205,0.848333333333333,0.913824057450628,0.839161589358003
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdne,8,0,8,4, low_bits_4_shifted_2, svdne,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.99090909 1.         1.         1.         0.99074074],0.591160220994475,0.591160220994475,0.836644591611479,1,1,1,0.704,0.854368932038835,0.548979337814289,0.663636363636364,0.802197802197802,0.58998778998779,0.854043392504931,0.929184549356223,0.833910456496293
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.98214286 0.9375     0.96363636 0.98181818 0.96363636],0.820652173913043,0.793478260869565,0.921908893709328,0.998198198198198,1,0.998194945848375,0.823529411764706,0.865168539325843,0.822057953873448,0.797872340425532,0.815217391304348,0.793478260869565,0.92258064516129,0.936681222707424,0.92200440445716
svm_model_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16,4, lab, svdne,570,190,190,0.6,0.2,0.2, [1.         1.         1.         0.99122807 0.99122807],0.489473684210526,0.505263157894737,0.798947368421053,1,1,1,0.475675675675676,0.488888888888889,0.489444444444444,0.494623655913979,0.51685393258427,0.505951718767382,0.797024442082891,0.808189655172414,0.799156555981269
ensemble_model_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8,4, lab, svdne,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [1.         0.99056604 1.         1.         1.        ],0.548022598870056,0.644067796610169,0.838600451467269,1,1,1,0.540229885057471,0.534090909090909,0.547944330949949,0.644067796610169,0.626373626373626,0.644582162024023,0.838052095130238,0.831460674157303,0.838632831409717
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4,8, mscn, svd,228,76,76,0.6,0.2,0.2, [0.7173913  0.67391304 0.65217391 0.65217391 0.72727273],0.644736842105263,0.56578947368421,0.842105263157895,1,1,1,0.715789473684211,0.829268292682927,0.628919860627178,0.629213483146067,0.756756756756757,0.570686070686071,0.854368932038835,0.916666666666667,0.841312056737589
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16,4, low_bits_3, svdne,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [1.         1.         1.         0.99253731 1.        ],0.799107142857143,0.799107142857143,0.919786096256684,1,1,1,0.819277108433735,0.910714285714286,0.799107142857143,0.828897338403042,0.939655172413793,0.793901660280971,0.924114671163575,0.969911504424779,0.919426129232138
ensemble_model_v2_N26_B0_E26_nb_zones_6_mscn_svdne,26,0,26, zones, mscn, svdne,184,61,61,0.601307189542484,0.199346405228758,0.199346405228758, [0.78947368 0.73684211 0.80555556 0.66666667 0.77777778],0.573770491803279,0.60655737704918,0.836601307189543,1,1,1,0.638888888888889,0.696969696969697,0.562770562770563,0.647058823529412,0.733333333333333,0.608602150537634,0.845679012345679,0.883870967741935,0.835975218970305
ensemble_model_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40,6, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.86111111 0.67647059 0.82352941 0.79411765 0.82352941],0.473684210526316,0.421052631578947,0.77972027972028,1,1,1,0.571428571428571,0.740740740740741,0.487037037037037,0.507462686567164,0.653846153846154,0.439826302729529,0.796116504854369,0.884892086330935,0.782582097587236
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,552,184,184,0.6,0.2,0.2, [0.99107143 1.         1.         0.98181818 0.99090909],0.815217391304348,0.842391304347826,0.930434782608696,0.998191681735986,1,0.998188405797101,0.828282828282828,0.863157894736842,0.813601419278533,0.862559241706161,0.968085106382979,0.839598108747045,0.933471933471934,0.965591397849462,0.930048446177478
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8,4, low_bits_5, svdne,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [1.         1.         0.99056604 1.         1.        ],0.611428571428571,0.668571428571429,0.856164383561644,1,1,1,0.52112676056338,0.44578313253012,0.603326348873756,0.618421052631579,0.5,0.682098765432099,0.846341463414634,0.788636363636364,0.856474145120934
svm_model_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16,8, mscn, svd,228,76,76,0.6,0.2,0.2, [0.76086957 0.69565217 0.65217391 0.65217391 0.59090909],0.513157894736842,0.447368421052632,0.792105263157895,1,1,1,0.678260869565218,1,0.5,0.618181818181818,1,0.5,0.82560706401766,1,0.795336787564767
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdne,16,0,16,4, low_bits_4_shifted_2, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [1.         0.98113208 1.         1.         1.        ],0.609195402298851,0.632183908045977,0.848623853211009,1,1,1,0.569620253164557,0.608108108108108,0.609054054054054,0.614457831325301,0.6,0.631460674157303,0.844339622641509,0.850356294536817,0.848681473210759
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,654,218,218,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.403669724770642,0.472477064220183,0.775229357798165,1,1,1,0.554794520547945,0.826530612244898,0.442431972789116,0.63258785942492,0.876106194690265,0.457100716392752,0.805401111993646,0.942379182156134,0.777349011367922
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8,8, mscn, svd,222,74,74,0.6,0.2,0.2, [0.63043478 0.70454545 0.77272727 0.68181818 0.72727273],0.527027027027027,0.527027027027027,0.810810810810811,1,1,1,0.588235294117647,0.78125,0.557291666666667,0.597701149425287,0.68421052631579,0.52266081871345,0.822335025380711,0.895027624309392,0.812593177234061
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40,4, low_bits_3, svdn,630,210,210,0.6,0.2,0.2, [0.93650794 0.96825397 0.93650794 0.92063492 0.93650794],0.80952380952381,0.757142857142857,0.896190476190476,0.972222222222222,1,0.971428571428571,0.846153846153846,0.982142857142857,0.79719387755102,0.782978723404255,0.948453608247423,0.770686981114862,0.904636920384952,0.986641221374046,0.89636243578208
svm_model_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26,4, lab, svdne,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [1.   0.99 1.   1.   1.  ],0.566265060240964,0.5,0.813701923076923,1,1,1,0.636363636363636,0.715909090909091,0.556672494172494,0.606635071090047,0.8,0.51046511627907,0.829482948294829,0.901913875598086,0.813275778378753
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.984375   0.984375   0.98412698 0.99206349 0.98412698],0.725118483412322,0.824644549763033,0.909090909090909,0.998425196850394,1,0.998422712933754,0.73394495412844,0.776699029126214,0.72631247752607,0.834080717488789,0.853211009174312,0.823664328116568,0.910780669144982,0.926275992438563,0.909058299824595
svm_model_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16,4, low_bits_6, svdne,738,246,246,0.6,0.2,0.2, [1.         1.         0.99324324 1.         1.        ],0.524390243902439,0.540650406504065,0.813008130081301,1,1,1,0.541176470588235,0.605263157894737,0.529904306220096,0.579925650557621,0.577777777777778,0.536636636636637,0.817749603803486,0.83495145631068,0.812900564756647
ensemble_model_v2_N32_B0_E32_nb_zones_6_mscn_svdne,32,0,32, zones, mscn, svdne,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.73684211 0.77777778 0.75       0.69444444 0.72222222],0.6,0.65,0.850993377483444,1,1,1,0.52,0.448275862068966,0.595105672969967,0.553191489361702,0.464285714285714,0.638392857142857,0.838709677419355,0.790540540540541,0.849815724815725
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.984375   1.         1.         0.99206349 1.        ],0.7,0.7,0.879277566539924,0.998415213946117,0.996835443037975,0.998417721518987,0.729613733905579,0.841584158415841,0.705195748932691,0.72,0.818181818181818,0.706388206388206,0.88337924701561,0.932170542635659,0.880264375795441
svm_model_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32,4, low_bits_3, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.99056604 0.98113208 0.99038462 0.97115385 0.97115385],0.758620689655172,0.71264367816092,0.886467889908257,0.986717267552182,0.99236641221374,0.986641221374046,0.778947368421053,0.880952380952381,0.762698412698413,0.739583333333333,0.855421686746988,0.718919634582285,0.891089108910891,0.944055944055944,0.887377859161155
svm_model_N32_B0_E32_nb_zones_4_low_bits_2_svdne,32,0,32,4, low_bits_2, svdne,480,160,160,0.6,0.2,0.2, [0.94791667 0.91666667 0.90625    0.95833333 0.96875   ],0.7375,0.725,0.86875,0.961923847695391,1,0.960416666666667,0.752941176470588,0.780487804878049,0.73639774859287,0.747126436781609,0.792682926829268,0.723264540337711,0.875444839857651,0.913366336633663,0.868299329932993
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.99180328 1.         1.         1.         1.        ],0.626865671641791,0.656716417910448,0.856858846918489,1,1,1,0.686192468619247,0.854166666666667,0.636607142857143,0.696035242290749,0.822916666666667,0.663839285714286,0.865420560747664,0.937246963562753,0.858271919281377
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [1.         1.         0.98275862 1.         1.        ],0.567708333333333,0.572916666666667,0.828482328482328,1,1,1,0.649789029535865,0.747572815533981,0.553561688665867,0.652542372881356,0.747572815533981,0.559179666193957,0.843006660323501,0.894949494949495,0.826489736768109
ensemble_model_v2_N4_B0_E4_nb_zones_4_lab_svdne,4,0,4, zones, lab, svdne,576,192,192,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.59375,0.541666666666667,0.827083333333333,1,1,1,0.613861386138614,0.696629213483146,0.600741791207592,0.596330275229358,0.643564356435644,0.536067892503536,0.833333333333333,0.868200836820084,0.827253945380996
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [1. 1. 1. 1. 1.],0.688524590163934,0.683060109289617,0.874454148471616,1,1,1,0.751091703056769,0.877551020408163,0.67406962785114,0.721153846153846,0.806451612903226,0.681003584229391,0.883485309017224,0.935622317596567,0.873366714353839
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svd,4,0,4, zones, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.56521739 0.63043478 0.68181818 0.75       0.81818182],0.472972972972973,0.567567567567568,0.806451612903226,0.995515695067265,0.991071428571429,0.995535714285714,0.530120481927711,0.647058823529412,0.486029411764706,0.673469387755102,0.825,0.544852941176471,0.821782178217822,0.89247311827957,0.806451612903226
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [1.         1.         0.99206349 0.99206349 0.98387097],0.732057416267943,0.727272727272727,0.891969407265774,1,1,1,0.777777777777778,0.830508474576271,0.717452039485938,0.751091703056769,0.877551020408163,0.736072807501379,0.898106402164112,0.939622641509434,0.891322948661694
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40,4, low_bits_5, svdn,636,212,212,0.6,0.2,0.2, [1.         0.984375   0.984375   0.98412698 0.97619048],0.570754716981132,0.632075471698113,0.840566037735849,1,1,1,0.572769953051643,0.570093457943925,0.570761014686248,0.642201834862385,0.666666666666667,0.632398753894081,0.841611996251171,0.847169811320755,0.840566037735849
ensemble_model_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8,4, low_bits_6, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [1.         0.98387097 1.         1.         1.        ],0.541062801932367,0.531400966183575,0.814671814671815,1,1,1,0.652014652014652,0.872549019607843,0.545798319327731,0.649819494584837,0.857142857142857,0.526610644257703,0.83617747440273,0.945945945945946,0.814671814671815
svm_model_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26,8, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.66666667 0.6875     0.64583333 0.67391304],0.506329113924051,0.506329113924051,0.803030303030303,1,1,1,0.666666666666667,1,0.5125,0.666666666666667,0.975,0.500320512820513,0.834745762711865,0.994949494949495,0.803030303030303
svm_model_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16,4, low_bits_5, svdne,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [1.         1.         0.99264706 1.         1.        ],0.590308370044053,0.568281938325991,0.831866197183099,1,1,1,0.604255319148936,0.702970297029703,0.601485148514851,0.542056074766355,0.610526315789474,0.574202551834131,0.831122900088417,0.875232774674115,0.834110544265271
svm_model_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26,4, low_bits_2, svdne,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.93269231 0.99038462 0.98039216 0.97058824 0.96078431],0.666666666666667,0.690058479532164,0.860981308411215,0.982725527831094,0.996108949416342,0.982490272373541,0.681564245810056,0.685393258426966,0.6658673609208,0.713513513513513,0.741573033707865,0.68785968758564,0.865536723163842,0.880459770114942,0.860657438501652
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16,8, mscn, svd,216,72,72,0.6,0.2,0.2, [0.56818182 0.68181818 0.65909091 0.61904762 0.80952381],0.555555555555556,0.5,0.811111111111111,1,1,1,0.555555555555555,0.740740740740741,0.592592592592593,0.538461538461538,0.6,0.502702702702703,0.814207650273224,0.876470588235294,0.814551083591331
ensemble_model_v2_N40_B0_E40_nb_zones_6_mscn_svdne,40,0,40, zones, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.80555556 0.66666667 0.75       0.86111111 0.72222222],0.633333333333333,0.45,0.816666666666667,1,1,1,0.645161290322581,0.714285714285714,0.638392857142857,0.4,0.407407407407407,0.446127946127946,0.814814814814815,0.83448275862069,0.817241379310345
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.96721311 0.86885246 0.90833333 0.91666667 0.9       ],0.796019900497512,0.800995024875622,0.912524850894632,0.988543371522095,1,0.98841059602649,0.816143497757847,0.81981981981982,0.793243243243243,0.8,0.842105263157895,0.80312810327706,0.914893617021276,0.931102362204724,0.91233832969674
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svd,8,0,8, zones, mscn, svd,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.84782609 0.67391304 0.67391304 0.65217391 0.63043478],0.552631578947368,0.631578947368421,0.837696335078534,1,1,1,0.585365853658537,0.857142857142857,0.616071428571429,0.714285714285714,0.813953488372093,0.603946441155743,0.848780487804878,0.935483870967742,0.840190915075708
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_4_shifted_2_svdne,4,0,4, zones, low_bits_4_shifted_2, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         1.         1.         1.         0.99166667],0.402985074626866,0.472636815920398,0.775347912524851,1,1,1,0.459459459459459,0.542553191489362,0.411463511632531,0.539130434782609,0.626262626262626,0.474896019013666,0.785984848484848,0.838383838383838,0.776334776334776
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.9921875  1.         1.         0.99206349 1.        ],0.50952380952381,0.6,0.822243346007605,1,1,1,0.565400843881857,0.650485436893204,0.512158606297069,0.679389312977099,0.801801801801802,0.587769587769588,0.834659593280283,0.890566037735849,0.82171980047712
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svdn,32,0,32, zones, lab, svdn,600,200,200,0.6,0.2,0.2, [1.         0.99166667 1.         1.         0.98333333],0.49,0.57,0.812,1,1,1,0.518867924528302,0.518867924528302,0.48815736651947,0.586538461538462,0.655913978494624,0.575620540649181,0.815686274509804,0.833667334669339,0.812043248172993
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16,4, low_bits_4, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [1. 1. 1. 1. 1.],0.64018691588785,0.621495327102804,0.852611940298507,1,1,1,0.690763052208835,0.788990825688073,0.63735255570118,0.652360515021459,0.783505154639175,0.635342320909331,0.85968028419183,0.916666666666667,0.853553921568627
svm_model_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32,8, mscn, svd,248,82,82,0.601941747572815,0.199029126213592,0.199029126213592, [0.68       0.7        0.66       0.62       0.77083333],0.573170731707317,0.487804878048781,0.813106796116505,1,1,1,0.728682170542636,1,0.5,0.655737704918033,1,0.5,0.845691382765531,1,0.808457711442786
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_4_shifted_2_svdne,8,0,8, zones, low_bits_4_shifted_2, svdne,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [1. 1. 1. 1. 1.],0.491525423728814,0.598870056497175,0.818284424379232,1,1,1,0.540816326530612,0.54639175257732,0.48569587628866,0.620320855614973,0.604166666666667,0.59837962962963,0.824043715846994,0.821350762527233,0.81816952646268
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16,4, low_bits_2, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.90625   0.9375    0.953125  0.9609375 0.953125 ],0.788732394366197,0.835680751173709,0.913696060037524,0.981538461538462,0.996875,0.98125,0.811715481171548,0.850877192982456,0.784024455077087,0.829268292682927,0.885416666666667,0.840144230769231,0.915904936014625,0.945283018867924,0.913872852717544
ensemble_model_v2_N4_B0_E4_nb_zones_4_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [1. 1. 1. 1. 1.],0.515555555555556,0.537777777777778,0.810834813499112,1,1,1,0.627986348122867,0.773109243697479,0.499762169018551,0.614814814814815,0.721739130434783,0.533596837944664,0.828087167070218,0.896853146853147,0.809437403751483
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.99090909 1.         0.99074074 1.         1.        ],0.538888888888889,0.55,0.818181818181818,1,1,1,0.569948186528497,0.670731707317073,0.549651567944251,0.63013698630137,0.704081632653061,0.534967645594823,0.828092243186583,0.875831485587583,0.818181818181818
svm_model_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4,8, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.5        0.54166667 0.54166667 0.54166667 0.5       ],0.481012658227848,0.468354430379747,0.507575757575758,0.658536585365854,0.907563025210084,0.529411764705882,0.623853211009174,0.944444444444444,0.518733850129199,0.637931034482759,1,0.5,0.647377938517179,0.932291666666667,0.520067401960784
svm_model_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26,4, low_bits_5, svdne,648,216,216,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.625,0.625,0.85,1,1,1,0.64,0.679245283018868,0.62598627787307,0.649350649350649,0.669642857142857,0.623282967032967,0.853260869565217,0.8690036900369,0.84992935431213
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32,4, low_bits_4, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [1. 1. 1. 1. 1.],0.70048309178744,0.57487922705314,0.855212355212355,1,1,1,0.699029126213592,0.712871287128713,0.700775266205866,0.541666666666667,0.553191489361702,0.573055921672002,0.852941176470588,0.859683794466403,0.855313595346409
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.98181818 1.         1.         0.99090909 0.98148148],0.675824175824176,0.67032967032967,0.869517543859649,1,1,1,0.728110599078341,0.759615384615385,0.661858974358974,0.711538461538462,0.778947368421053,0.665335753176043,0.877697841726619,0.902748414376321,0.868230699215495
ensemble_model_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16,4, lab, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [1. 1. 1. 1. 1.],0.461538461538462,0.5,0.792763157894737,1,1,1,0.514851485148515,0.504854368932039,0.45495883003564,0.448484848484848,0.513888888888889,0.50239898989899,0.79344262295082,0.808463251670379,0.79300052432331
svm_model_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26,4, low_bits_3, svdne,582,194,194,0.6,0.2,0.2, [0.98305085 0.99137931 0.98275862 0.98275862 0.95689655],0.814432989690721,0.798969072164948,0.920618556701031,0.996551724137931,0.993127147766323,0.996563573883162,0.846153846153846,0.942857142857143,0.802889245585875,0.826666666666667,0.948979591836735,0.797406462585034,0.925890279114533,0.973684210526316,0.919615214506856
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [1.         0.99122807 1.         0.99107143 1.        ],0.824468085106383,0.813829787234043,0.927813163481953,1,1,1,0.843601895734597,0.908163265306122,0.820748299319728,0.830917874396135,0.895833333333333,0.812047101449275,0.930894308943089,0.960167714884696,0.927395685399337
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdne,26,0,26,4, low_bits_4_shifted_2, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [1. 1. 1. 1. 1.],0.538461538461538,0.592760180995475,0.826401446654611,1,1,1,0.457446808510638,0.413461538461538,0.531517094017094,0.482758620689655,0.385321100917431,0.589981979030144,0.812865497076023,0.765137614678899,0.825527809121981
ensemble_model_v2_N8_B0_E8_nb_zones_4_lab_svdne,8,0,8, zones, lab, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [1. 1. 1. 1. 1.],0.586206896551724,0.512315270935961,0.819881889763779,1,1,1,0.631578947368421,0.660550458715596,0.580275229357798,0.50251256281407,0.510204081632653,0.512244897959184,0.823529411764706,0.833984375,0.819769965277778
svm_model_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8,8, mscn, svdn,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.47916667 0.66666667 0.52083333 0.58695652 0.52173913],0.653846153846154,0.512820512820513,0.568877551020408,0.628571428571429,0.745762711864407,0.559322033898305,0.737864077669903,0.863636363636364,0.622994652406417,0.612244897959184,0.697674418604651,0.491694352159468,0.648648648648649,0.760975609756098,0.559632189904787
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26,8, mscn, svd,216,72,72,0.6,0.2,0.2, [0.79545455 0.81818182 0.81818182 0.64285714 0.73809524],0.527777777777778,0.638888888888889,0.833333333333333,1,1,1,0.527777777777778,0.633333333333333,0.542857142857143,0.704545454545454,0.72093023255814,0.619085805934242,0.840425531914894,0.87292817679558,0.833112133090527
svm_model_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26,4, low_bits_4, svdne,666,222,222,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.711711711711712,0.698198198198198,0.881981981981982,1,1,1,0.735537190082645,0.780701754385965,0.709795321637427,0.728744939271255,0.743801652892562,0.693683004664103,0.886580086580087,0.901408450704225,0.881516033470194
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svd,16,0,16, zones, mscn, svd,246,82,82,0.6,0.2,0.2, [0.78       0.7        0.8        0.60416667 0.72916667],0.609756097560976,0.597560975609756,0.841463414634146,1,1,1,0.703703703703704,0.926829268292683,0.609756097560976,0.697247706422018,0.791666666666667,0.557598039215686,0.859611231101512,0.938679245283019,0.838026491328378
svm_model_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40,8, mscn, svd,228,76,76,0.6,0.2,0.2, [0.63043478 0.67391304 0.67391304 0.73913043 0.56818182],0.486842105263158,0.539473684210526,0.805263157894737,1,1,1,0.654867256637168,1,0.5,0.700854700854701,1,0.5,0.838427947598253,1,0.803191489361702
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,630,210,210,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.604761904761905,0.60952380952381,0.842857142857143,1,1,1,0.631111111111111,0.71,0.609545454545455,0.687022900763359,0.76271186440678,0.587877671333825,0.852282900626679,0.893058161350844,0.842080337928807
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4,6, low_bits_3, svd,834,278,278,0.6,0.2,0.2, [0.98214286 1.         0.97590361 0.98192771 0.96987952],0.471223021582734,0.539568345323741,0.802158273381295,1,1,1,0.625954198473282,0.9609375,0.507135416666667,0.68780487804878,0.979166666666667,0.523165422885572,0.832009773976787,0.988388969521045,0.803752259368226
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdn,40,0,40, zones, low_bits_4_shifted_2, svdn,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [1. 1. 1. 1. 1.],0.526627218934911,0.520710059171598,0.809692671394799,1,1,1,0.591836734693878,0.716049382716049,0.534161054994388,0.557377049180328,0.68,0.536808510638298,0.818489289740699,0.885365853658537,0.81194898187514
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_shifted_2_svdne,16,0,16, zones, low_bits_4_shifted_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [1. 1. 1. 1. 1.],0.524509803921569,0.573529411764706,0.819960861056751,1,1,1,0.587234042553192,0.71875,0.535300925925926,0.641975308641975,0.787878787878788,0.57965367965368,0.831501831501831,0.904382470119522,0.82142200429053
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32,4, low_bits_3, svdne,484,161,161,0.600496277915633,0.199751861042184,0.199751861042184, [0.96938776 0.98979592 0.97916667 1.         0.98958333],0.726708074534162,0.745341614906832,0.89454094292804,1,1,1,0.784313725490196,0.952380952380952,0.716450216450216,0.775956284153005,0.89873417721519,0.748147576412473,0.902411021814007,0.97037037037037,0.894162741294911
svm_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdne,32,0,32,4, low_bits_4_shifted_2, svdne,618,206,206,0.6,0.2,0.2, [0.99193548 1.         1.         1.         1.        ],0.533980582524272,0.519417475728155,0.810679611650485,1,1,1,0.529411764705882,0.5625,0.535795454545455,0.53953488372093,0.517857142857143,0.519566869300912,0.811957569913211,0.81431334622824,0.810665445043944
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32,8, mscn, svd,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.66       0.7        0.6875     0.72916667 0.72916667],0.641975308641975,0.555555555555556,0.839901477832512,1,1,1,0.658823529411765,0.8,0.660869565217391,0.571428571428571,0.648648648648649,0.562960687960688,0.842615012106537,0.896907216494845,0.842321532775724
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4,8, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.625      0.77083333 0.70833333 0.60869565],0.40506329113924,0.481012658227848,0.777777777777778,1,1,1,0.459770114942529,0.5,0.403846153846154,0.549450549450549,0.609756097560976,0.475930680359435,0.788461538461538,0.82,0.77734693877551
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16,4, low_bits_6, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [1. 1. 1. 1. 1.],0.478048780487805,0.44390243902439,0.784600389863548,1,1,1,0.44559585492228,0.447916666666667,0.476251911314985,0.462264150943396,0.471153846153846,0.443497715156131,0.783545543584721,0.78740157480315,0.784627428328216
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.98214286 0.97321429 0.97321429 0.99107143 0.96428571],0.854838709677419,0.790322580645161,0.928111587982833,0.998217468805704,1,0.998214285714286,0.855614973262032,0.869565217391304,0.854995374653099,0.815165876777251,0.851485148514851,0.78456610366919,0.930135557872784,0.94291754756871,0.9278857890349
svm_model_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26,4, low_bits_6, svdne,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [1. 1. 1. 1. 1.],0.558659217877095,0.558659217877095,0.823660714285714,1,1,1,0.610837438423645,0.738095238095238,0.569047619047619,0.594871794871795,0.623655913978495,0.556014003500875,0.831196581196581,0.87219730941704,0.823876432486298
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svdn,40,0,40, zones, lab, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [1. 1. 1. 1. 1.],0.57948717948718,0.528205128205128,0.82172131147541,1,1,1,0.481012658227848,0.4,0.575,0.505376344086021,0.516483516483517,0.527472527472527,0.812903225806451,0.789144050104384,0.821131381189013
svm_model_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32,4, low_bits_6, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [1.         1.         1.         1.         0.99107143],0.563829787234043,0.574468085106383,0.828025477707006,1,1,1,0.633928571428571,0.75531914893617,0.563829787234043,0.661016949152542,0.78,0.560454545454546,0.842105263157895,0.905660377358491,0.827023737066342
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8,8, mscn, svdn,260,86,86,0.601851851851852,0.199074074074074,0.199074074074074, [0.67307692 0.71153846 0.69230769 0.73076923 0.75      ],0.534883720930232,0.534883720930232,0.80787037037037,0.988505747126437,0.992307692307692,0.988461538461538,0.411764705882353,0.318181818181818,0.54004329004329,0.333333333333333,0.227272727272727,0.542207792207792,0.786632390745501,0.701834862385321,0.808861356426305
svm_model_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16,8, mscn, svdn,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.5        0.59090909 0.65909091 0.52272727 0.47619048],0.527777777777778,0.430555555555556,0.602209944751381,0.690582959641256,0.706422018348624,0.68348623853211,0.604651162790698,0.764705882352941,0.540247678018576,0.517647058823529,0.611111111111111,0.430555555555556,0.634517766497462,0.698324022346369,0.603260371828922
ensemble_model_v2_N8_B0_E8_nb_zones_4_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [1. 1. 1. 1. 1.],0.61244019138756,0.54066985645933,0.830783938814531,1,1,1,0.692015209125475,0.834862385321101,0.60243119266055,0.630769230769231,0.811881188118812,0.549459112577924,0.84622067767159,0.929389312977099,0.830595039630312
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svd,26,0,26, zones, mscn, svd,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.72   0.76   0.75   0.6875 0.6875],0.604938271604938,0.666666666666667,0.854679802955665,1,1,1,0.636363636363636,0.717948717948718,0.608974358974359,0.721649484536082,0.777777777777778,0.652777777777778,0.862470862470862,0.898058252427184,0.854029126213592
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8,6, low_bits_2, svd,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.92261905 0.9702381  0.95833333 0.96385542 0.95783133],0.744604316546763,0.733812949640288,0.875,0.966396292004635,0.997607655502392,0.965311004784689,0.707818930041152,0.605633802816901,0.747669842584921,0.683760683760684,0.625,0.725833333333333,0.870149253731343,0.847383720930232,0.874686178646934
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_2_svdne,32,0,32,4, low_bits_2, svdne,630,210,210,0.6,0.2,0.2, [0.92857143 0.93650794 0.8968254  0.92063492 0.93650794],0.838095238095238,0.876190476190476,0.932380952380952,0.982785602503912,0.996825396825397,0.982539682539682,0.819148936170213,0.793814432989691,0.834960313839978,0.865979381443299,0.815533980582524,0.87505670991743,0.930460333006856,0.922330097087379,0.932193085926867
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4,6, low_bits_4, svd,858,286,286,0.6,0.2,0.2, [0.98837209 0.99418605 1.         0.99418605 1.        ],0.472027972027972,0.5,0.794405594405594,1,1,1,0.62716049382716,0.888111888111888,0.472027972027972,0.646913580246914,0.94927536231884,0.515178221699961,0.823741007194245,0.967605633802817,0.795608372456964
ensemble_model_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26,4, lab, svdne,666,222,222,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.563063063063063,0.518018018018018,0.816216216216216,1,1,1,0.540284360189574,0.504424778761062,0.564138994885118,0.395480225988701,0.321100917431193,0.514532759600552,0.806451612903226,0.765765765765766,0.816216216216216
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40,8, mscn, svd,240,80,80,0.6,0.2,0.2, [0.77083333 0.75       0.77083333 0.85416667 0.83333333],0.55,0.5,0.81,1,1,1,0.617021276595745,0.707317073170732,0.545966228893058,0.607843137254902,0.885714285714286,0.542857142857143,0.825688073394495,0.918367346938775,0.812124849939976
ensemble_model_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16,4, low_bits_5, svdne,642,214,214,0.6,0.2,0.2, [1.       1.       1.       0.984375 1.      ],0.593457943925234,0.607476635514019,0.84018691588785,1,1,1,0.549222797927461,0.524752475247525,0.589809865942347,0.575757575757576,0.508928571428571,0.612307422969188,0.834462729912875,0.807116104868914,0.840125216613561
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svdn,4,0,4, zones, mscn, svdn,258,86,86,0.6,0.2,0.2, [0.75       0.59615385 0.75       0.71153846 0.64      ],0.523255813953488,0.546511627906977,0.793023255813954,0.96551724137931,0.976744186046512,0.965116279069768,0.577319587628866,0.682926829268293,0.530352303523035,0.613861386138614,0.688888888888889,0.539566395663957,0.806100217864924,0.86046511627907,0.793023255813954
svm_model_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40,4, low_bits_2, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.96491228 0.98245614 0.95614035 0.98214286 0.90178571],0.723404255319149,0.696808510638298,0.869426751592357,0.975609756097561,0.989399293286219,0.975265017667844,0.767857142857143,0.86,0.714090909090909,0.73972602739726,0.89010989010989,0.702786903817832,0.87905604719764,0.943037974683544,0.86895488477767
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [1. 1. 1. 1. 1.],0.718446601941748,0.703883495145631,0.88468992248062,1,1,1,0.754237288135593,0.855769230769231,0.717100301659125,0.735930735930736,0.80188679245283,0.700943396226415,0.890524379024839,0.930769230769231,0.884329927884615
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svd,32,0,32, zones, mscn, svd,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.80434783 0.73913043 0.7826087  0.80434783 0.73913043],0.592105263157895,0.56578947368421,0.832460732984293,1,1,1,0.659340659340659,0.75,0.583333333333333,0.65979381443299,0.8,0.552777777777778,0.84688995215311,0.907692307692308,0.830851501439737
svm_model_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32,4, low_bits_5, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [1. 1. 1. 1. 1.],0.588832487309645,0.548223350253807,0.827586206896552,1,1,1,0.633484162895928,0.786516853932584,0.606221389929255,0.593607305936073,0.670103092783505,0.550051546391753,0.835271317829457,0.894190871369294,0.829039880129092
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,636,212,212,0.6,0.2,0.2, [0.953125   0.921875   0.9140625  0.94444444 0.96031746],0.797169811320755,0.778301886792453,0.912264150943396,0.995305164319249,1,0.995283018867925,0.790243902439024,0.757009345794392,0.797552291944815,0.763819095477387,0.716981132075472,0.778301886792453,0.910834132310642,0.894538606403013,0.91229765858903
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26,4, low_bits_2, svdne,666,222,222,0.6,0.2,0.2, [0.97014925 0.95522388 0.97761194 0.96969697 0.9469697 ],0.837837837837838,0.905405405405405,0.945945945945946,0.995515695067265,1,0.995495495495495,0.846153846153846,0.883928571428571,0.837418831168831,0.91063829787234,0.914529914529914,0.904884004884005,0.947275922671353,0.959074733096085,0.945778242460452
svm_model_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32,4, lab, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [1. 1. 1. 1. 1.],0.570652173913043,0.472826086956522,0.809110629067245,1,1,1,0.538011695906433,0.455445544554455,0.583144459024216,0.419161676646707,0.376344086021505,0.473886328725038,0.802690582959641,0.760084925690021,0.810197673488026
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4,6, low_bits_5, svd,1016,338,338,0.600472813238771,0.199763593380615,0.199763593380615, [1.         1.         0.99509804 1.         1.        ],0.505917159763314,0.488165680473373,0.799054373522459,1,1,1,0.671905697445972,1,0.5,0.656063618290258,1,0.5,0.832347140039448,1,0.799528301886793
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svdn,8,0,8, zones, mscn, svdn,208,69,69,0.601156069364162,0.199421965317919,0.199421965317919, [0.78571429 0.78571429 0.83333333 0.71428571 0.75      ],0.594202898550725,0.579710144927536,0.829479768786127,0.99047619047619,1,0.990384615384615,0.621621621621622,0.71875,0.602618243243243,0.632911392405063,0.735294117647059,0.581932773109244,0.837465564738292,0.894117647058824,0.830581550802139
svm_model_N4_B0_E4_nb_zones_6_lab_svd,4,0,4,6, lab, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [1. 1. 1. 1. 1.],0.495327102803738,0.489096573208723,0.797011207970112,1,1,1,0.6625,1,0.5,0.656903765690377,1,0.5,0.830385015608741,1,0.798267326732673
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8,6, low_bits_4, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [1. 1. 1. 1. 1.],0.457044673539519,0.556701030927835,0.802884615384615,1,1,1,0.625592417061611,0.985074626865672,0.495722026808632,0.707482993197279,0.981132075471698,0.513293310463122,0.834772596430627,0.993150684931507,0.802360466432695
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8,6, low_bits_3, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.99431818 1.         0.99425287 0.98275862 0.98275862],0.484536082474227,0.498281786941581,0.796703296703297,1,1,1,0.626865671641791,0.940298507462687,0.517919954368286,0.655660377358491,0.952054794520548,0.496717052432688,0.825882352941176,0.97907949790795,0.799417962756411
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16,8, mscn, svdn,266,88,88,0.601809954751131,0.199095022624434,0.199095022624434, [0.55555556 0.74074074 0.66666667 0.67307692 0.67307692],0.545454545454545,0.659090909090909,0.841628959276018,1,1,1,0.574468085106383,0.627906976744186,0.547286821705426,0.680851063829787,0.727272727272727,0.659090909090909,0.845814977973568,0.872727272727273,0.841769041769042
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,594,198,198,0.6,0.2,0.2, [0.99166667 1.         1.         1.         1.        ],0.611111111111111,0.545454545454545,0.831313131313131,1,1,1,0.631578947368421,0.653465346534653,0.610237827906502,0.563106796116505,0.563106796116505,0.544711292795095,0.834489593657086,0.840319361277445,0.831202625423999
svm_model_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26,8, mscn, svdn,228,76,76,0.6,0.2,0.2, [0.58695652 0.60869565 0.60869565 0.52173913 0.70454545],0.631578947368421,0.486842105263158,0.668421052631579,0.740088105726872,0.736842105263158,0.741228070175439,0.658536585365854,0.710526315789474,0.631578947368421,0.518518518518518,0.567567567567568,0.488911988911989,0.676923076923077,0.698412698412698,0.66857807695504
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4,6, low_bits_2, svd,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.975      0.965      0.92929293 0.95959596 0.92929293],0.740181268882175,0.722054380664653,0.865942028985507,0.957610789980732,1,0.955734406438632,0.727848101265823,0.692771084337349,0.740324936108069,0.703225806451613,0.694267515923567,0.720696976352588,0.866586538461538,0.879268292682927,0.866069553040028
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26,4, low_bits_5, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [1. 1. 1. 1. 1.],0.576354679802956,0.571428571428571,0.829724409448819,1,1,1,0.594339622641509,0.588785046728972,0.575642523364486,0.595348837209302,0.673684210526316,0.577582846003899,0.833172613307618,0.85207100591716,0.829768312388835
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32,4, low_bits_4, svdne,600,200,200,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.59,0.645,0.847,1,1,1,0.633928571428571,0.806818181818182,0.613230519480519,0.710204081632653,0.828571428571429,0.635338345864662,0.856875584658559,0.929006085192698,0.848132233917848
ensemble_model_v2_N16_B0_E16_nb_zones_4_lab_svdne,16,0,16, zones, lab, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [1. 1. 1. 1. 1.],0.567961165048544,0.606796116504854,0.835271317829457,1,1,1,0.607929515418502,0.704081632653061,0.574263038548753,0.592964824120603,0.702380952380952,0.621682279469165,0.837476099426386,0.890243902439024,0.837714543812105
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdne,26,0,26,4, low_bits_4_shifted_2, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [1. 1. 1. 1. 1.],0.571428571428571,0.693121693121693,0.853065539112051,1,1,1,0.463576158940397,0.376344086021505,0.568380376344086,0.591549295774648,0.488372093023256,0.676224881463084,0.83855981416957,0.779697624190065,0.85154653466232
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svd,4,0,4,6, low_bits_4_shifted_2, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [1.         0.99462366 1.         1.         1.        ],0.512903225806452,0.470967741935484,0.797036082474227,1,1,1,0.678038379530917,1,0.5,0.640350877192982,1,0.5,0.830371567043619,1,0.798335467349552
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4,6, low_bits_6, svd,858,286,286,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.555944055944056,0.482517482517483,0.807692307692308,1,1,1,0.714606741573034,1,0.5,0.650943396226415,1,0.5,0.840764331210191,1,0.8046875
svm_model_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4,8, mscn, svdne,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.44       0.52       0.5        0.41666667 0.52083333],0.530864197530864,0.654320987654321,0.564039408866995,0.581132075471698,0.631147540983607,0.545081967213115,0.595744680851064,0.666666666666667,0.525641025641025,0.65,0.742857142857143,0.664906832298137,0.596810933940774,0.658291457286432,0.565860704488627
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26,4, low_bits_3, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [1.         0.99242424 0.99242424 1.         1.        ],0.777272727272727,0.75,0.90562613430127,1,1,1,0.737967914438503,0.644859813084112,0.773757340170375,0.674556213017751,0.532710280373832,0.744231246381606,0.897838899803536,0.838532110091743,0.90490339795431
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svd,40,0,40, zones, mscn, svd,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.8        0.70833333 0.72916667 0.77083333 0.72916667],0.6875,0.6875,0.875621890547264,1,1,1,0.731182795698925,0.80952380952381,0.681077694235589,0.683544303797468,0.72972972972973,0.690446260213702,0.879227053140097,0.91,0.875792079207921
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [1.         1.         0.99056604 1.         1.        ],0.594285714285714,0.554285714285714,0.829908675799087,1,1,1,0.632124352331606,0.677777777777778,0.591830065359477,0.621359223300971,0.653061224489796,0.540816326530612,0.838918918918919,0.860310421286031,0.82897874005478
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40,4, low_bits_4, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [1. 1. 1. 1. 1.],0.694174757281553,0.713592233009709,0.881782945736434,1,1,1,0.670157068062827,0.719101123595506,0.69715739940459,0.728110599078341,0.699115044247788,0.715148919973356,0.881322957198444,0.884765625,0.881805889423077
svm_model_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32,8, mscn, svdn,258,86,86,0.6,0.2,0.2, [0.65384615 0.5        0.63461538 0.65384615 0.66      ],0.593023255813954,0.558139534883721,0.648837209302326,0.745098039215686,0.883720930232558,0.697674418604651,0.615384615384616,0.651162790697674,0.593023255813954,0.612244897959184,0.666666666666667,0.552845528455284,0.694949494949495,0.792626728110599,0.647487072975487
svm_model_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8,8, mscn, svdne,222,74,74,0.6,0.2,0.2, [0.52173913 0.38636364 0.5        0.47727273 0.47727273],0.635135135135135,0.608108108108108,0.589189189189189,0.538461538461538,0.504504504504504,0.567567567567568,0.674698795180723,0.622222222222222,0.638697318007663,0.674157303370787,0.810810810810811,0.608108108108108,0.6,0.590673575129534,0.58912209829923
svm_model_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40,4, low_bits_6, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [1. 1. 1. 1. 1.],0.598130841121495,0.630841121495327,0.846082089552239,1,1,1,0.656,0.752293577981651,0.595194408038445,0.697318007662835,0.850467289719626,0.630841121495327,0.857142857142857,0.920074349442379,0.845804964983362
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26,4, low_bits_4, svdne,724,241,241,0.600331674958541,0.19983416252073,0.19983416252073, [1. 1. 1. 1. 1.],0.643153526970954,0.672199170124481,0.86318407960199,1,1,1,0.688405797101449,0.811965811965812,0.647918389853874,0.72852233676976,0.785185185185185,0.656743535988819,0.872192099147947,0.916938110749186,0.862185271590809
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdne,32,0,32,4, low_bits_4_shifted_2, svdne,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [1. 1. 1. 1. 1.],0.568421052631579,0.647368421052632,0.843487394957983,1,1,1,0.523255813953488,0.489130434782609,0.565993788819876,0.666666666666667,0.676767676767677,0.646076146076146,0.842328042328042,0.834381551362683,0.843506565155026
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svdn,16,0,16, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.83333333 0.79166667 0.60416667 0.83333333 0.83333333],0.6,0.55,0.83,1,1,1,0.644444444444444,0.644444444444444,0.593650793650794,0.571428571428571,0.6,0.55,0.835748792270531,0.84390243902439,0.829643527204503
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26,8, mscn, svdn,202,67,67,0.601190476190476,0.199404761904762,0.199404761904762, [0.80952381 0.825      0.8        0.675      0.725     ],0.597014925373134,0.522388059701493,0.824404761904762,1,1,1,0.64,0.75,0.603571428571429,0.6,0.75,0.532142857142857,0.834733893557423,0.903030303030303,0.825784157363105
svm_model_N8_B0_E8_nb_zones_6_lab_svd,8,0,8,6, lab, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [1. 1. 1. 1. 1.],0.505190311418685,0.515570934256055,0.804287690179806,1,1,1,0.671264367816092,1,0.5,0.680365296803653,1,0.5,0.837449741527858,1,0.802649930264993
ensemble_model_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26,4, low_bits_6, svdne,600,200,200,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.585,0.595,0.836,1,1,1,0.634361233480176,0.705882352941176,0.582533013205282,0.633484162895928,0.648148148148148,0.590378421900161,0.84351145038168,0.866666666666667,0.835374149659864
svm_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdne,40,0,40,4, low_bits_4_shifted_2, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [1.         0.99193548 1.         1.         1.        ],0.584541062801932,0.57487922705314,0.832046332046332,1,1,1,0.57843137254902,0.614583333333333,0.586570945945946,0.592592592592593,0.621359223300971,0.575102688573562,0.833013435700576,0.850980392156863,0.83233430254231
ensemble_model_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4,8, mscn, svdne,258,86,86,0.6,0.2,0.2, [0.80769231 0.86538462 0.73076923 0.78846154 0.76      ],0.430232558139535,0.523255813953488,0.790697674418605,1,1,1,0.558558558558558,0.75609756097561,0.444715447154471,0.623853211009174,0.772727272727273,0.517316017316017,0.811715481171548,0.906542056074766,0.791233991000346
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svd,8,0,8,6, low_bits_4_shifted_2, svd,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [1.         1.         1.         0.99494949 0.99494949],0.5,0.487878787878788,0.797820823244552,1,1,1,0.666666666666667,1,0.5,0.655804480651731,1,0.5,0.831142568250758,1,0.798795180722892
svm_model_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40,4, low_bits_3, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [1.         0.99206349 0.98412698 1.         0.99206349],0.695238095238095,0.733333333333333,0.885931558935361,1,1,1,0.757575757575758,0.847457627118644,0.673728813559322,0.768595041322314,0.93,0.742272727272727,0.894551845342706,0.953183520599251,0.884892918600784
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [1. 1. 1. 1. 1.],0.733905579399142,0.781115879828326,0.903087478559177,1,1,1,0.730434782608696,0.75,0.734504132231405,0.777292576419214,0.801801801801802,0.782048441884507,0.902502157031924,0.912739965095986,0.903250252362496
ensemble_model_v2_N16_B0_E16_nb_zones_4_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [1.         0.99107143 1.         1.         1.        ],0.538043478260869,0.668478260869565,0.841648590021692,1,1,1,0.54054054054054,0.625,0.548076923076923,0.726457399103139,0.778846153846154,0.651923076923077,0.848232848232848,0.885032537960954,0.841648590021692
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,582,194,194,0.6,0.2,0.2, [1.         0.99137931 1.         1.         0.99137931],0.835051546391753,0.829896907216495,0.93298969072165,1,1,1,0.833333333333333,0.851063829787234,0.835531914893617,0.852017937219731,0.88785046728972,0.823235578472446,0.934804413239719,0.947154471544715,0.93278225669286
svm_model_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40,4, lab, svdne,570,190,190,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.510526315789474,0.5,0.802105263157895,1,1,1,0.375838926174497,0.337349397590361,0.491104605337237,0.450867052023121,0.375,0.513081395348837,0.789237668161435,0.745762711864407,0.801751648819233
svm_model_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40,8, mscn, svdn,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.56       0.72916667 0.6875     0.6875     0.64583333],0.5625,0.625,0.694029850746269,0.7734375,0.818181818181818,0.760330578512397,0.477611940298507,0.444444444444444,0.551767676767677,0.625,0.675675675675676,0.628535512256442,0.694789081885856,0.721649484536082,0.694959357652657
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4,6, low_bits_3, svd,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [1.         0.98469388 1.         0.99489796 0.98469388],0.785276073619632,0.751533742331288,0.907475490196078,1,1,1,0.82051282051282,0.963855421686747,0.781927710843374,0.785145888594164,0.902439024390244,0.750602228244505,0.913566113337149,0.973170731707317,0.907151868316713
ensemble_model_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8,8, mscn, svdne,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.7173913  0.82608696 0.67391304 0.61363636 0.59090909],0.52,0.666666666666667,0.837765957446809,1,1,1,0.538461538461538,0.538461538461538,0.519230769230769,0.675324675324675,0.68421052631579,0.666429587482219,0.83989501312336,0.842105263157895,0.837719298245614
ensemble_model_v2_N26_B0_E26_nb_zones_4_lab_svdne,26,0,26, zones, lab, svdne,582,194,194,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.484536082474227,0.515463917525773,0.8,1,1,1,0.456521739130435,0.451612903225806,0.483232194187161,0.525252525252525,0.468468468468469,0.523390860740258,0.798755186721992,0.777777777777778,0.80046783625731
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32,8, mscn, svdn,222,74,74,0.6,0.2,0.2, [0.7826087  0.72727273 0.75       0.77272727 0.68181818],0.635135135135135,0.567567567567568,0.840540540540541,1,1,1,0.649350649350649,0.675675675675676,0.635135135135135,0.542857142857143,0.558823529411765,0.566911764705882,0.840108401084011,0.851648351648352,0.840717792845452
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8,6, low_bits_5, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [1.         1.         0.99468085 1.         1.        ],0.480891719745223,0.54140127388535,0.80470737913486,1,1,1,0.649462365591398,1,0.5,0.702479338842975,1,0.5,0.837823560486001,1,0.802952503209243
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4,6, low_bits_4, svd,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [1.         0.99367089 0.99358974 0.99358974 1.        ],0.605363984674329,0.64367816091954,0.849157733537519,0.998722860791826,0.997448979591837,0.998724489795918,0.677115987460815,0.907563025210084,0.629837850633211,0.706624605678234,0.896,0.653882352941176,0.861169837914024,0.960691823899371,0.851987702994462
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.99074074 0.94339623 1.         0.93396226 0.95283019],0.813559322033898,0.768361581920904,0.915349887133183,0.99812382739212,1,0.99812030075188,0.775510204081633,0.703703703703704,0.804976851851852,0.768361581920904,0.731182795698925,0.770353302611367,0.912485414235706,0.888636363636364,0.915170199755402
svm_model_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16,8, mscn, svdne,214,71,71,0.601123595505618,0.199438202247191,0.199438202247191, [0.63636364 0.63636364 0.61904762 0.57142857 0.57142857],0.422535211267606,0.52112676056338,0.567415730337079,0.674897119341564,0.766355140186916,0.630841121495327,0.467532467532467,0.514285714285714,0.423809523809524,0.575,0.621621621621622,0.516693163751987,0.615,0.687150837988827,0.566739260802323
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svdn,26,0,26, zones, mscn, svdn,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.84782609 0.7173913  0.7826087  0.79545455 0.81818182],0.546666666666667,0.56,0.816489361702128,0.991228070175439,1,0.991150442477876,0.645833333333333,0.794871794871795,0.536324786324786,0.547945205479452,0.606060606060606,0.564935064935065,0.826196473551637,0.886486486486487,0.817588792981463
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32,4, low_bits_6, svdne,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [1. 1. 1. 1. 1.],0.540178571428571,0.5625,0.820855614973262,1,1,1,0.471794871794872,0.455445544554455,0.532600821057716,0.554545454545454,0.512605042016807,0.565826330532213,0.815426997245179,0.797127468581688,0.820687628096154
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svd,16,0,16,6, low_bits_4_shifted_2, svd,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.98837209 0.99418605 1.         1.         0.99411765],0.514084507042254,0.552816901408451,0.813642756680731,1,1,1,0.67906976744186,1,0.5,0.712018140589569,1,0.5,0.846376811594203,1,0.808526011560694
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16,6, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.521875,0.515625,0.8075,1,1,1,0.67515923566879,0.981481481481482,0.516057196436943,0.665226781857451,0.9625,0.515625,0.837381203801478,0.988778054862843,0.807045669035431
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40,4, low_bits_2, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.91935484 0.97580645 0.95967742 0.94262295 0.95081967],0.8,0.814634146341463,0.913255360623782,0.984025559105431,1,0.983766233766234,0.805687203791469,0.80188679245283,0.799933295216314,0.802083333333333,0.802083333333333,0.813885703363914,0.913508260447036,0.92156862745098,0.913303693570451
ensemble_model_v2_N4_B0_E4_nb_zones_8_mscn_svdne,4,0,4, zones, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.54347826 0.7173913  0.69565217 0.69565217 0.73913043],0.526315789473684,0.5,0.801047120418848,0.991304347826087,0.991304347826087,0.991304347826087,0.571428571428571,0.685714285714286,0.537979094076655,0.577777777777778,0.68421052631579,0.5,0.811881188118812,0.872340425531915,0.802149594209257
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4,6, low_bits_5, svd,774,258,258,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.453488372093023,0.503875968992248,0.791472868217054,1,1,1,0.624,1,0.5,0.670103092783505,1,0.5,0.82498373454782,1,0.794969512195122
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.98113208 1.         1.         1.         1.        ],0.557471264367816,0.609195402298851,0.833715596330275,1,1,1,0.641860465116279,0.802325581395349,0.560253699788584,0.699115044247788,0.877777777777778,0.599603174603175,0.849740932642487,0.936073059360731,0.833243902952255
ensemble_model_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32,4, lab, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [1.         1.         1.         1.         0.99166667],0.50990099009901,0.623762376237624,0.827075098814229,1,1,1,0.440677966101695,0.40625,0.50501179245283,0.568181818181818,0.549450549450549,0.617067617067617,0.81789802289282,0.80040733197556,0.826307312820794
ensemble_model_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32,4, low_bits_5, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [1. 1. 1. 1. 1.],0.645454545454546,0.654545454545455,0.860254083484574,1,1,1,0.669491525423729,0.705357142857143,0.644345238095238,0.698412698412698,0.778761061946903,0.651062773964105,0.866086956521739,0.89568345323741,0.859929638706617
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,570,190,190,0.6,0.2,0.2, [0.99122807 1.         1.         1.         1.        ],0.721052631578947,0.763157894736842,0.896842105263158,1,1,1,0.700564971751412,0.652631578947368,0.721052631578947,0.742857142857143,0.663265306122449,0.766415261756877,0.893709327548807,0.861924686192469,0.897064038011489
ensemble_model_v2_N8_B0_E8_nb_zones_8_mscn_svdne,8,0,8, zones, mscn, svdne,250,83,83,0.600961538461538,0.199519230769231,0.199519230769231, [0.72 0.78 0.8  0.62 0.74],0.493975903614458,0.590361445783132,0.814903846153846,0.99601593625498,1,0.996,0.553191489361702,0.68421052631579,0.508771929824561,0.66,0.785714285714286,0.587979094076655,0.826966292134832,0.897560975609756,0.81607906600393
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40,8, mscn, svdn,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.85416667 0.82608696 0.76086957 0.7826087  0.91304348],0.597402597402597,0.636363636363636,0.847150259067358,1,1,1,0.651685393258427,0.763157894736842,0.599527665317139,0.695652173913043,0.761904761904762,0.623809523809524,0.857142857142857,0.903061224489796,0.846267454350161
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8,6, low_bits_2, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.96276596 0.94148936 0.94148936 0.95744681 0.91489362],0.817891373801917,0.840255591054313,0.924648786717752,0.988433228180862,1,0.988297872340426,0.827794561933535,0.820359281437126,0.817713887293905,0.838709677419355,0.807453416149068,0.841226708074534,0.925879396984925,0.923558897243108,0.924670073621554
ensemble_model_N4_B0_E4_nb_zones_6_lab_svd,4,0,4,6, lab, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [1. 1. 1. 1. 1.],0.48936170212766,0.475177304964539,0.793201133144476,1,1,1,0.650485436893204,0.985294117647059,0.506345688960516,0.635467980295566,1,0.516339869281046,0.824729891956783,0.997097242380261,0.797995370844349
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_shifted_2_svdne,26,0,26, zones, low_bits_4_shifted_2, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1. 1. 1. 1. 1.],0.54228855721393,0.54726368159204,0.818091451292247,1,1,1,0.54,0.504672897196262,0.544889640087493,0.528497409326425,0.472222222222222,0.55331541218638,0.816449348044132,0.787234042553192,0.81897489448723
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.99206349 1.         0.99206349 0.98412698 1.        ],0.794258373205742,0.76555023923445,0.912045889101338,1,1,1,0.796208530805687,0.743362831858407,0.798764749262537,0.782222222222222,0.771929824561403,0.764912280701754,0.913533834586466,0.898336414048059,0.912534543657693
ensemble_model_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16,8, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.82608696 0.7826087  0.69565217 0.7826087  0.7173913 ],0.697368421052632,0.618421052631579,0.858638743455497,0.991379310344828,1,0.991304347826087,0.762886597938144,0.804347826086956,0.668840579710145,0.613333333333333,0.741935483870968,0.637634408602151,0.866336633663366,0.911458333333333,0.858360745614035
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svdn,32,0,32, zones, mscn, svdn,262,87,87,0.60091743119266,0.19954128440367,0.19954128440367, [0.7037037  0.75       0.80769231 0.73076923 0.65384615],0.586206896551724,0.666666666666667,0.850917431192661,1,1,1,0.63265306122449,0.659574468085106,0.579787234042553,0.688172043010753,0.8,0.676595744680851,0.856512141280353,0.889908256880734,0.850917431192661
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8,6, low_bits_4, svd,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [1.         0.9939759  1.         0.99390244 0.98780488],0.591240875912409,0.598540145985402,0.838192419825073,1,1,1,0.685393258426966,0.983870967741936,0.625268817204301,0.710526315789474,0.992647058823529,0.601395993179881,0.857692307692308,0.995535714285714,0.841339285714286
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8,6, low_bits_6, svd,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [1.         1.         0.98484848 0.99494949 0.99489796],0.492401215805471,0.519756838905775,0.802551640340219,1,1,1,0.659877800407332,1,0.5,0.684,1,0.5,0.83577564426478,1,0.801587301587302
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40,4, low_bits_4, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [1. 1. 1. 1. 1.],0.828125,0.723958333333333,0.910602910602911,1,1,1,0.846511627906977,0.928571428571429,0.825987841945289,0.741463414634146,0.808510638297872,0.725683890577507,0.913827655310621,0.948024948024948,0.910602910602911
svm_model_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26,8, mscn, svdne,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.76086957 0.60869565 0.65909091 0.63636364 0.68181818],0.648648648648649,0.5,0.71505376344086,0.805429864253394,0.794642857142857,0.808035714285714,0.606060606060606,0.512820512820513,0.656410256410257,0.372881355932203,0.282051282051282,0.512454212454212,0.69364161849711,0.631578947368421,0.716888374783112
svm_model_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4,10, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.62903226 0.66666667 0.71666667 0.66666667 0.68333333],0.51219512195122,0.451219512195122,0.817596566523605,1,1,1,0.67741935483871,0.976744186046512,0.488372093023256,0.621848739495798,0.948717948717949,0.474358974358974,0.844036697247706,0.987124463519313,0.817596566523605
svm_model_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40,4, low_bits_5, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [1. 1. 1. 1. 1.],0.624434389140272,0.606334841628959,0.84629294755877,1,1,1,0.602870813397129,0.533898305084746,0.631026822445285,0.606334841628959,0.563025210084034,0.609943977591037,0.844606946983547,0.81195079086116,0.847316177553485
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4,6, low_bits_6, svd,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.99418605 1.         0.99411765 1.         1.        ],0.492957746478873,0.538732394366197,0.806610407876231,1,1,1,0.660377358490566,1,0.5,0.700228832951945,1,0.5,0.839650145772595,1,0.804131054131054
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [1.         1.         1.         1.         0.99166667],0.74,0.715,0.89121756487026,1,1,1,0.765765765765766,0.833333333333333,0.738095238095238,0.732394366197183,0.795918367346939,0.716586634653862,0.894889103182257,0.926147704590818,0.89121756487026
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8,6, low_bits_3, svd,894,298,298,0.6,0.2,0.2, [0.98888889 0.96666667 1.         0.99438202 0.97752809],0.74496644295302,0.758389261744966,0.900671140939597,1,1,1,0.784090909090909,0.932432432432432,0.746216216216216,0.796610169491526,0.927631578947368,0.754911679884643,0.9075,0.971887550200803,0.900479441318437
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16,6, low_bits_2, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.94886364 0.95454545 0.94886364 0.96022727 0.94886364],0.720136518771331,0.706484641638225,0.875852660300136,0.984340044742729,1,0.984090909090909,0.6796875,0.561290322580645,0.729920523609163,0.638655462184874,0.535211267605634,0.701380468239903,0.868876080691643,0.818181818181818,0.876169098391321
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_4_shifted_2_svdne,32,0,32, zones, low_bits_4_shifted_2, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [1.         1.         1.         0.99122807 1.        ],0.677248677248677,0.555555555555556,0.846723044397463,1,1,1,0.699507389162562,0.763440860215054,0.678595430107527,0.56701030927835,0.56701030927835,0.555244285073958,0.849740932642487,0.864978902953586,0.84668436673103
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16,6, low_bits_4, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [1. 1. 1. 1. 1.],0.506578947368421,0.453947368421053,0.792378449408673,1,1,1,0.663677130044843,0.986666666666667,0.512813852813853,0.621004566210046,1,0.505952380952381,0.824249165739711,0.997308209959623,0.797113668522815
svm_model_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8,10, mscn, svd,306,102,102,0.6,0.2,0.2, [0.64516129 0.66129032 0.66129032 0.55       0.63333333],0.4375,0.55,0.82618025751073,1,1,1,0.608695652173913,1,0.5,0.709677419354839,0.977777777777778,0.488888888888889,0.851376146788991,0.995708154506438,0.82618025751073
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svd,4,0,4,6, low_bits_4_shifted_2, svd,954,318,318,0.6,0.2,0.2, [1.         1.         1.         0.99473684 1.        ],0.547169811320755,0.509433962264151,0.811320754716981,1,1,1,0.682819383259912,0.981012658227848,0.549881329113924,0.656387665198238,0.967532467532468,0.523400380107697,0.838882921589688,0.989860583016476,0.812658131707989
ensemble_model_v2_N26_B0_E26_nb_zones_4_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         1.         0.98333333 1.         1.        ],0.557213930348259,0.557213930348259,0.823061630218688,1,1,1,0.607929515418502,0.69,0.557871287128713,0.574162679425837,0.638297872340426,0.56213959037582,0.828846153846154,0.868951612903226,0.823691492726123
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svdn,40,0,40, zones, mscn, svdn,210,70,70,0.6,0.2,0.2, [0.78571429 0.71428571 0.80952381 0.88095238 0.76190476],0.557142857142857,0.571428571428571,0.825714285714286,1,1,1,0.64367816091954,0.736842105263158,0.540296052631579,0.583333333333333,0.7,0.5875,0.834688346883469,0.890173410404624,0.826442637405702
ensemble_model_N8_B0_E8_nb_zones_6_lab_svd,8,0,8,6, lab, svd,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [1. 1. 1. 1. 1.],0.516981132075472,0.509433962264151,0.805429864253394,1,1,1,0.661375661375661,0.984251968503937,0.535604245121534,0.67005076142132,0.949640287769784,0.486724905789654,0.835459183673469,0.98644578313253,0.805156426309467
ensemble_model_v2_N16_B0_E16_nb_zones_8_mscn_svdne,16,0,16, zones, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.70454545 0.52272727 0.59090909 0.72727273 0.72727273],0.643835616438356,0.520547945205479,0.830601092896175,0.995475113122172,1,0.995454545454546,0.648648648648649,0.631578947368421,0.644360902255639,0.545454545454545,0.6,0.523684210526316,0.833333333333333,0.846994535519126,0.830601092896175
svm_model_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32,8, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.73913043 0.67391304 0.67391304 0.76086957 0.56818182],0.697368421052632,0.657894736842105,0.75,0.792792792792793,0.771929824561403,0.798245614035088,0.666666666666667,0.621621621621622,0.695426195426195,0.69047619047619,0.659090909090909,0.657670454545455,0.746666666666667,0.717948717948718,0.750866250866251
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4,6, low_bits_2, svd,996,332,332,0.6,0.2,0.2, [0.93       0.945      0.95       0.93434343 0.91919192],0.828313253012048,0.80421686746988,0.903012048192771,0.96231884057971,1,0.960843373493976,0.836676217765043,0.84393063583815,0.827625695277566,0.805970149253731,0.828220858895705,0.804642973826551,0.906340895869691,0.934052757793765,0.902861729986471
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdne,40,0,40,4, low_bits_4_shifted_2, svdne,576,192,192,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.572916666666667,0.536458333333333,0.821875,1,1,1,0.598039215686274,0.635416666666667,0.572916666666667,0.543589743589744,0.540816326530612,0.536365610073817,0.824615384615385,0.83402489626556,0.821824163613952
svm_model_N16_B0_E16_nb_zones_6_lab_svd,16,0,16,6, lab, svd,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [1. 1. 1. 1. 1.],0.547945205479452,0.493150684931507,0.808481532147743,1,1,1,0.707964601769911,1,0.5,0.660550458715596,1,0.5,0.841449603624009,1,0.80528511821975
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4,10, mscn, svd,282,94,94,0.6,0.2,0.2, [0.70689655 0.73214286 0.73214286 0.76785714 0.625     ],0.489130434782609,0.521739130434783,0.804721030042919,1,1,1,0.624,0.8125,0.474431818181818,0.614035087719298,0.795454545454545,0.533143939393939,0.825335892514395,0.92274678111588,0.804721030042918
ensemble_model_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26,8, mscn, svdne,234,78,78,0.6,0.2,0.2, [0.6875     0.85416667 0.73913043 0.80434783 0.7826087 ],0.641025641025641,0.525641025641026,0.833333333333333,1,1,1,0.621621621621622,0.560975609756098,0.645352669742914,0.519480519480519,0.526315789473684,0.525657894736842,0.831168831168831,0.816326530612245,0.833420997264885
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svd,8,0,8,6, low_bits_4_shifted_2, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [1. 1. 1. 1. 1.],0.511111111111111,0.525925925925926,0.807692307692308,1,1,1,0.631284916201117,0.941666666666667,0.554166666666667,0.632183908045977,0.814814814814815,0.525925925925926,0.828722002635046,0.951588502269289,0.810815958804688
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40,4, low_bits_6, svdne,690,230,230,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.639130434782609,0.630434782608696,0.853913043478261,1,1,1,0.700361010830325,0.782258064516129,0.626978088861838,0.699646643109541,0.804878048780488,0.617392295418281,0.8656,0.913851351351351,0.852086965998256
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,522,174,174,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.660919540229885,0.563218390804598,0.844827586206896,1,1,1,0.706467661691542,0.763440860215054,0.653325368379132,0.631067961165049,0.698924731182796,0.553166069295102,0.854682454251884,0.888143176733781,0.84359877512812
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.98837209 0.99418605 0.98837209 1.         0.97647059],0.76140350877193,0.750877192982456,0.900420757363254,0.9965075669383,1,0.996495327102804,0.777777777777778,0.832167832167832,0.761154338619127,0.770226537216828,0.901515151515152,0.761215092097445,0.903663500678426,0.947368421052632,0.901070102642498
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40,4, low_bits_3, svdne,722,240,240,0.600665557404326,0.199667221297837,0.199667221297837, [0.99315068 0.99305556 0.98611111 1.         1.        ],0.75,0.745833333333333,0.898502495840266,0.998613037447989,0.997229916897507,0.998614958448754,0.754098360655738,0.8,0.752,0.751020408163265,0.760330578512397,0.745711507743593,0.899173553719008,0.911222780569514,0.898586596896327
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8,10, mscn, svd,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.71428571 0.66071429 0.68518519 0.74074074 0.75925926],0.582417582417582,0.494505494505494,0.81578947368421,1,1,1,0.666666666666667,0.775510204081633,0.566326530612245,0.581818181818182,0.780487804878049,0.520243902439024,0.831325301204819,0.911894273127753,0.816209145297501
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16,6, low_bits_6, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [1.         0.95108696 0.97282609 0.9673913  1.        ],0.534201954397394,0.50814332247557,0.80859375,1,1,1,0.696390658174098,1,0.5,0.673866090712743,1,0.5,0.841594827586207,1,0.805298013245033
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [1.         1.         0.98275862 0.99137931 0.98245614],0.802083333333333,0.770833333333333,0.914760914760915,1,1,1,0.806122448979592,0.908045977011494,0.811165845648604,0.786407766990291,0.964285714285714,0.792328042328042,0.916326530612245,0.976086956521739,0.917326346786766
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [1. 1. 1. 1. 1.],0.64527027027027,0.719594594594595,0.873144399460189,1,1,1,0.697406340057637,0.806666666666666,0.643059360730594,0.749244712990937,0.826666666666667,0.718127853881279,0.880102040816327,0.926174496644295,0.872856583464617
svm_model_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40,8, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.79545455 0.79545455 0.59090909 0.59090909],0.698630136986301,0.643835616438356,0.775956284153005,0.845454545454545,0.845454545454545,0.845454545454545,0.685714285714286,0.75,0.704268292682927,0.638888888888889,0.657142857142857,0.644360902255639,0.773480662983425,0.790960451977401,0.776432606941081
svm_model_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16,10, mscn, svd,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.58928571 0.625      0.58928571 0.69642857 0.64814815],0.445652173913043,0.521739130434783,0.794372294372294,1,1,1,0.616541353383459,0.976190476190476,0.488095238095238,0.685714285714286,1,0.5,0.827586206896552,0.995633187772926,0.796099855689038
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8,6, low_bits_5, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.99425287 0.98837209 1.         1.         1.        ],0.543554006968641,0.508710801393728,0.81058495821727,1,1,1,0.676543209876543,0.964788732394366,0.547911607576493,0.639386189258312,0.919117647058824,0.529095247370471,0.835946924004825,0.977433004231312,0.812650477356371
ensemble_model_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32,8, mscn, svdne,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.82608696 0.82608696 0.67391304 0.75       0.79545455],0.506666666666667,0.546666666666667,0.811170212765957,1,1,1,0.574712643678161,0.625,0.498214285714286,0.604651162790698,0.702702702702703,0.548719772403983,0.822055137844611,0.863157894736842,0.810611205432937
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svd,4,0,4, zones, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.63333333 0.62068966 0.72413793 0.63793103 0.67241379],0.620689655172414,0.505747126436782,0.832618025751073,0.993103448275862,0.986301369863014,0.993150684931507,0.702702702702703,0.78,0.592702702702703,0.547368421052632,0.702702702702703,0.531351351351351,0.842741935483871,0.896995708154507,0.832618025751073
ensemble_model_v2_N26_B0_E26_nb_zones_8_mscn_svdne,26,0,26, zones, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.7826087  0.84782609 0.7173913  0.65217391 0.60869565],0.644736842105263,0.539473684210526,0.832460732984293,0.991304347826087,0.991304347826087,0.991304347826087,0.682352941176471,0.69047619047619,0.639355742296919,0.520547945205479,0.513513513513513,0.538808038808039,0.835051546391753,0.835051546391753,0.832419390217153
ensemble_model_v2_N32_B0_E32_nb_zones_4_lab_svdne,32,0,32, zones, lab, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [1.         1.         1.         0.99137931 1.        ],0.559585492227979,0.658031088082902,0.843685300207039,1,1,1,0.564102564102564,0.53921568627451,0.560816634346046,0.625,0.617977528089888,0.65514261019879,0.841219768664564,0.831600831600832,0.843635467346808
ensemble_model_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40,4, lab, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [1. 1. 1. 1. 1.],0.63135593220339,0.635593220338983,0.853637901861252,1,1,1,0.66147859922179,0.739130434782609,0.63402802730866,0.676691729323308,0.714285714285714,0.62987012987013,0.859691808596918,0.889261744966443,0.853333944155576
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [1. 1. 1. 1. 1.],0.743169398907104,0.726775956284153,0.89410480349345,1,1,1,0.77511961722488,0.861702127659574,0.739839827874731,0.770642201834862,0.857142857142857,0.716806722689076,0.9007164790174,0.942184154175589,0.893141074860623
ensemble_model_v2_N32_B0_E32_nb_zones_4_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,624,208,208,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.658653846153846,0.620192307692308,0.855769230769231,1,1,1,0.589595375722543,0.525773195876289,0.650273985325532,0.568306010928962,0.553191489361702,0.614315042926465,0.846938775510204,0.825049701789264,0.854796731713999
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16,6, low_bits_5, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [1.         1.         1.         0.99444444 0.99444444],0.458471760797342,0.534883720930232,0.798804780876494,1,1,1,0.62870159453303,1,0.5,0.696969696969697,1,0.5,0.83213296398892,1,0.799337748344371
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svd,4,0,4, zones, lab, svd,810,270,270,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.492592592592593,0.537037037037037,0.805925925925926,1,1,1,0.624657534246575,0.826086956521739,0.485013175230567,0.639769452449568,0.834586466165413,0.541380824323583,0.827858081471748,0.931952662721894,0.805738942636911
svm_model_N26_B0_E26_nb_zones_6_lab_svd,26,0,26,6, lab, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.99390244 1.         0.99382716 1.         1.        ],0.47970479704797,0.509225092250922,0.797935103244838,1,1,1,0.648379052369077,1,0.5,0.67481662591687,1,0.5,0.83128078817734,1,0.798825256975037
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svd,8,0,8, zones, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.73333333 0.72413793 0.74137931 0.70689655 0.56896552],0.597701149425287,0.632183908045977,0.856223175965665,1,1,1,0.660194174757282,0.772727272727273,0.595665961945032,0.692307692307692,0.837209302325581,0.634513742071882,0.865731462925852,0.927038626609442,0.856223175965665
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.99473684 0.98947368 0.99473684 0.99473684 1.        ],0.484177215189874,0.506329113924051,0.798101265822785,1,1,1,0.635346756152125,0.904458598726115,0.486820494331611,0.650224215246637,0.895061728395062,0.49623216289883,0.826724606192287,0.959646910466583,0.797485462857179
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.95679012 0.93209877 0.91975309 0.9        0.94375   ],0.798507462686567,0.82089552238806,0.903874813710879,0.967587034813926,1,0.966501240694789,0.805755395683453,0.868217054263566,0.801015001951927,0.827338129496403,0.864661654135338,0.821219715956558,0.907127429805616,0.947368421052632,0.90426028142735
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16,10, mscn, svd,294,98,98,0.6,0.2,0.2, [0.8        0.73333333 0.72413793 0.75862069 0.63793103],0.593023255813954,0.523255813953488,0.836909871244635,1,1,1,0.678899082568807,0.787234042553192,0.573104200763775,0.60952380952381,0.82051282051282,0.548554282596836,0.850393700787402,0.927038626609442,0.836909871244635
ensemble_model_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.875      0.86956522 0.80434783 0.82608696 0.73913043],0.545454545454545,0.766233766233766,0.862694300518135,1,1,1,0.578313253012048,0.648648648648649,0.549324324324324,0.785714285714286,0.868421052631579,0.767543859649123,0.867167919799499,0.905759162303665,0.863135991408243
svm_model_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4,10, mscn, svdn,300,100,100,0.6,0.2,0.2, [0.5        0.55       0.48333333 0.46666667 0.48333333],0.506024096385542,0.55421686746988,0.515021459227468,0.657407407407407,0.946666666666667,0.506666666666667,0.643478260869565,0.902439024390244,0.510743321718931,0.672566371681416,0.904761904761905,0.549941927990708,0.657575757575758,0.931330472103004,0.515021459227468
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svd,16,0,16,6, low_bits_4_shifted_2, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.99438202 0.99438202 0.98876404 1.         1.        ],0.559322033898305,0.542372881355932,0.820460704607046,1,1,1,0.685990338164251,0.940397350993378,0.5500597866078,0.669926650366748,0.958041958041958,0.554678873757821,0.844938560561732,0.979647218453188,0.820676112609544
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26,6, low_bits_2, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.95505618 0.96629213 0.93258427 0.93181818 0.94886364],0.715254237288135,0.698305084745763,0.863821138211382,0.969026548672566,0.988713318284424,0.968397291196388,0.644067796610169,0.546762589928058,0.706073602656337,0.656370656370656,0.537974683544304,0.71059318118821,0.856325947105075,0.809459459459459,0.863968860164512
ensemble_model_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40,4, low_bits_5, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [1.         0.97580645 1.         1.         1.        ],0.601941747572815,0.592233009708738,0.839147286821705,1,1,1,0.523255813953489,0.483870967741936,0.591493005994862,0.571428571428571,0.571428571428571,0.591269841269841,0.831983805668016,0.820359281437126,0.838616552206322
ensemble_model_v2_N32_B0_E32_nb_zones_8_mscn_svdne,32,0,32, zones, mscn, svdne,246,82,82,0.6,0.2,0.2, [0.72       0.7        0.74       0.66666667 0.72916667],0.634146341463415,0.487804878048781,0.821951219512195,0.995951417004048,1,0.995934959349593,0.666666666666667,0.697674418604651,0.630888491353608,0.475,0.487179487179487,0.487775790101372,0.824940047961631,0.839024390243902,0.821951219512195
svm_model_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26,10, mscn, svd,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.71666667 0.6        0.65       0.62068966 0.60344828],0.447058823529412,0.552941176470588,0.817596566523605,1,1,1,0.617886178861789,1,0.5,0.712121212121212,1,0.5,0.84573502722323,1,0.817596566523605
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,936,312,312,0.6,0.2,0.2, [1.         1.         1.         1.         0.98924731],0.512820512820513,0.496794871794872,0.801923076923077,1,1,1,0.602094240837696,0.751633986928105,0.517326427426317,0.618004866180049,0.819354838709677,0.498849393877132,0.821283979178716,0.914948453608247,0.802499737008205
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8,6, low_bits_6, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [1.         0.98947368 1.         0.99468085 0.99468085],0.496815286624204,0.480891719745223,0.795801526717557,1,1,1,0.639269406392694,0.880503144654088,0.491864475552851,0.614657210401891,0.866666666666667,0.497357723577236,0.822160664819944,0.950064020486555,0.79677663729764
svm_model_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8,10, mscn, svdn,308,102,102,0.6015625,0.19921875,0.19921875, [0.48387097 0.61290323 0.56451613 0.56451613 0.53333333],0.556962025316456,0.632911392405063,0.600858369098712,0.63030303030303,0.675324675324675,0.603896103896104,0.52054794520548,0.5,0.554878048780488,0.641975308641975,0.634146341463415,0.632862644415918,0.615702479338843,0.639484978540773,0.600858369098712
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32,6, low_bits_2, svd,924,308,308,0.6,0.2,0.2, [0.9516129  0.94086022 0.94565217 0.96195652 0.95652174],0.548701298701299,0.577922077922078,0.803246753246753,0.963597430406852,0.974025974025974,0.963203463203463,0.655086848635236,0.840764331210191,0.542898721896486,0.664948453608247,0.832258064516129,0.576259751212313,0.824347826086956,0.918604651162791,0.80264436213492
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svd,4,0,4, zones, low_bits_4_shifted_2, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [1. 1. 1. 1. 1.],0.51877133105802,0.522184300341297,0.808321964529331,1,1,1,0.631853785900783,0.840277777777778,0.524165734526473,0.653465346534653,0.874172185430464,0.511029754687063,0.831433713257349,0.942857142857143,0.807953879226109
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_4_shifted_2_svdne,40,0,40, zones, low_bits_4_shifted_2, svdne,570,190,190,0.6,0.2,0.2, [1.         1.         0.99122807 1.         1.        ],0.631578947368421,0.647368421052632,0.85578947368421,1,1,1,0.642857142857143,0.684782608695652,0.633207630878438,0.673170731707317,0.704081632653061,0.645519077196096,0.858908341915551,0.877894736842105,0.85578947368421
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.9893617  1.         0.99468085 0.98404255 0.98404255],0.827476038338658,0.824281150159744,0.930395913154534,1,1,1,0.826923076923077,0.914893617021277,0.835353785254824,0.832826747720365,0.845679012345679,0.823501757828469,0.931056293485136,0.952134540750323,0.930670044650067
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16,6, low_bits_3, svd,1000,333,333,0.600240096038415,0.199879951980792,0.199879951980792, [1.   0.99 1.   1.   0.99],0.822822822822823,0.780780780780781,0.920768307322929,1,1,1,0.850632911392405,0.93854748603352,0.813429587172604,0.804289544235925,0.961538461538462,0.791503694046067,0.925339366515837,0.979640718562874,0.920626616802496
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [1.         1.         1.         1.         0.99038462],0.655172413793103,0.64367816091954,0.860091743119266,1,1,1,0.702970297029703,0.855421686746988,0.66397457963723,0.715596330275229,0.787878787878788,0.620606060606061,0.870762711864407,0.925675675675675,0.858865875221015
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svd,8,0,8, zones, lab, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [1. 1. 1. 1. 1.],0.475,0.503571428571429,0.796005706134094,1,1,1,0.597260273972603,0.784172661870504,0.477192713913975,0.62125340599455,0.814285714285714,0.503571428571429,0.818297331639136,0.92,0.796182336182336
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1002,334,334,0.6,0.2,0.2, [1.   1.   1.   0.99 1.  ],0.661676646706587,0.733532934131736,0.879041916167665,1,1,1,0.703412073490814,0.842767295597484,0.669955076370171,0.776942355889724,0.901162790697674,0.728359173126615,0.886644219977553,0.949519230769231,0.879294221589866
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.97777778 0.96666667 0.99444444 0.97752809 0.97191011],0.812080536912752,0.818791946308725,0.920241286863271,0.990055248618785,1,0.989955357142857,0.80952380952381,0.86231884057971,0.815534420289855,0.83125,0.886666666666667,0.818333333333333,0.921658986175115,0.951086956521739,0.92064929836669
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,552,184,184,0.6,0.2,0.2, [1.         1.         0.99090909 1.         1.        ],0.809782608695652,0.804347826086956,0.922826086956522,1,1,1,0.82051282051282,0.941176470588235,0.819073083778966,0.837837837837838,0.93,0.792380952380952,0.926728586171311,0.973969631236442,0.922714663112775
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4,10, mscn, svdn,312,104,104,0.6,0.2,0.2, [0.578125   0.70967742 0.64516129 0.70967742 0.64516129],0.454545454545455,0.493506493506493,0.819742489270386,0.990291262135922,0.980769230769231,0.990384615384615,0.533333333333333,0.648648648648649,0.461824324324324,0.571428571428571,0.65,0.487162162162162,0.828571428571429,0.871244635193133,0.819742489270386
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svd,16,0,16, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.74137931 0.65517241 0.57142857 0.60714286],0.666666666666667,0.511111111111111,0.841201716738197,1,1,1,0.7,0.760869565217391,0.664525691699605,0.568627450980392,0.659090909090909,0.514328063241107,0.848360655737705,0.888412017167382,0.841201716738197
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26,6, low_bits_5, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.99444444 1.         1.         1.         1.        ],0.533557046979866,0.463087248322148,0.799597855227882,1,1,1,0.695842450765864,1,0.5,0.63302752293578,1,0.5,0.832867523756288,1,0.799866131191432
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32,6, low_bits_3, svd,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [1.         0.98989899 1.         1.         0.99489796],0.696048632218845,0.735562310030395,0.886391251518834,1,1,1,0.736842105263158,0.858895705521472,0.697520141917363,0.774025974025974,0.84180790960452,0.726825007433839,0.893325727324586,0.938848920863309,0.885680618067123
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16,6, low_bits_4, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.99418605 1.         0.99418605 1.         1.        ],0.656140350877193,0.67719298245614,0.866760168302945,1,1,1,0.699386503067485,0.857142857142857,0.668703007518797,0.738636363636364,0.902777777777778,0.674793144208038,0.876140808344198,0.953191489361702,0.86771918434798
ensemble_model_v2_N40_B0_E40_nb_zones_8_mscn_svdne,40,0,40, zones, mscn, svdne,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.75       0.67307692 0.8        0.72       0.8       ],0.535714285714286,0.535714285714286,0.815165876777251,1,1,1,0.606060606060606,0.681818181818182,0.528409090909091,0.621359223300971,0.780487804878049,0.541406693136699,0.828947368421052,0.891509433962264,0.814802336028751
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26,6, low_bits_3, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [1.         0.99438202 1.         1.         0.99438202],0.476351351351351,0.5,0.795546558704453,1,1,1,0.645308924485126,0.986013986013986,0.493006993006993,0.663636363636364,0.986486486486486,0.5,0.828522920203735,0.994565217391304,0.796880463923534
svm_model_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32,10, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.72580645 0.68333333 0.75       0.66666667 0.75      ],0.475609756097561,0.524390243902439,0.824034334763948,1,1,1,0.644628099173554,1,0.5,0.688,1,0.5,0.85036496350365,1,0.824034334763948
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26,10, mscn, svd,270,90,90,0.6,0.2,0.2, [0.72222222 0.7962963  0.7962963  0.7962963  0.75925926],0.555555555555556,0.633333333333333,0.837777777777778,1,1,1,0.545454545454545,0.615384615384615,0.562594268476621,0.666666666666667,0.611111111111111,0.638888888888889,0.840262582056893,0.842105263157895,0.837719298245614
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8,10, mscn, svdn,306,102,102,0.6,0.2,0.2, [0.75806452 0.82258065 0.69354839 0.9        0.66666667],0.5875,0.575,0.854077253218884,0.996742671009772,1,0.996732026143791,0.629213483146067,0.756756756756757,0.599308610936518,0.604651162790698,0.604651162790698,0.572595851665619,0.858921161825726,0.888412017167382,0.854077253218884
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4,6, low_bits_4, svdn,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.75       0.73780488 0.72560976 0.82317073 0.71341463],0.483516483516483,0.553113553113553,0.667642752562225,0.78941565600882,0.873170731707317,0.767073170731707,0.525252525252525,0.557142857142857,0.481578947368421,0.585034013605442,0.618705035971223,0.551889831418447,0.696929238985314,0.757619738751814,0.666845319892894
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16,6, low_bits_2, svd,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.92021277 0.95212766 0.93010753 0.93548387 0.91397849],0.855305466237942,0.884244372990354,0.922236503856041,0.958932238193018,1,0.957173447537473,0.871060171919771,0.835164835164835,0.859442882698697,0.873239436619718,0.843537414965986,0.88213456114153,0.924704418170504,0.933417085427135,0.921971700608304
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svd,8,0,8, zones, low_bits_4_shifted_2, svd,906,302,302,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.519867549668874,0.543046357615894,0.812582781456954,1,1,1,0.650602409638554,0.957446808510638,0.547046385621779,0.68348623853211,0.949044585987261,0.526246430924665,0.83892999430848,0.981358189081225,0.813472243420718
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26,6, low_bits_4, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [1.         0.99438202 1.         1.         1.        ],0.542087542087542,0.501683501683502,0.808882907133244,1,1,1,0.692307692307692,0.993506493506493,0.524725274725275,0.662100456621004,1,0.513157894736842,0.839729119638826,0.998657718120805,0.808370694418028
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svdn,4,0,4, zones, mscn, svdn,306,102,102,0.6,0.2,0.2, [0.70967742 0.67741935 0.72580645 0.78333333 0.63333333],0.4625,0.5,0.809012875536481,0.980519480519481,0.986928104575163,0.980392156862745,0.505747126436782,0.536585365853659,0.460600375234522,0.51219512195122,0.538461538461538,0.50093808630394,0.813417190775681,0.832618025751073,0.809012875536481
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svd,26,0,26,6, low_bits_4_shifted_2, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.98947368 0.98421053 0.9893617  0.99468085 1.        ],0.535031847133758,0.477707006369427,0.802798982188295,1,1,1,0.697095435684647,1,0.5,0.646551724137931,1,0.5,0.835978835978836,1,0.801790281329923
svm_model_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16,10, mscn, svdn,280,93,93,0.600858369098712,0.199570815450644,0.199570815450644, [0.69642857 0.46428571 0.58928571 0.53571429 0.625     ],0.46236559139785,0.559139784946237,0.605150214592275,0.717325227963526,0.842857142857143,0.667857142857143,0.576271186440678,0.723404255319149,0.459528214616096,0.666666666666667,0.891304347826087,0.562673450508788,0.67719298245614,0.828326180257511,0.605150214592275
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4,6, low_bits_3, svdn,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.70408163 0.73469388 0.76020408 0.70408163 0.80102041],0.579754601226994,0.610429447852761,0.686274509803922,0.755905511811024,0.783673469387755,0.746938775510204,0.644155844155844,0.810457516339869,0.593090029846235,0.693975903614458,0.837209302325581,0.597176079734219,0.718061674008811,0.8,0.68641370869033
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.99431818 1.         1.         1.         1.        ],0.515463917525773,0.47766323024055,0.798763736263736,1,1,1,0.650124069478908,0.897260273972603,0.514147378365612,0.602094240837696,0.839416058394161,0.497630107119158,0.823387582881254,0.948611111111111,0.800392512077295
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26,6, low_bits_6, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.99431818 0.99431818 0.98275862 0.98850575 1.        ],0.542955326460481,0.498281786941581,0.808379120879121,1,1,1,0.703786191536748,1,0.5,0.665137614678899,1,0.5,0.84138715179079,1,0.805167597765363
ensemble_model_v2_N40_B0_E40_nb_zones_4_lab_svdne,40,0,40, zones, lab, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [1. 1. 1. 1. 1.],0.594871794871795,0.630769230769231,0.845286885245902,1,1,1,0.577540106951872,0.529411764705882,0.598039215686275,0.581395348837209,0.609756097560976,0.62788689833801,0.84021164021164,0.832285115303983,0.845000273082853
svm_model_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4,6, lab, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.54117647 0.57058824 0.51764706 0.55882353 0.57647059],0.49469964664311,0.554770318021201,0.564971751412429,0.606129398410897,0.628235294117647,0.591764705882353,0.528052805280528,0.563380281690141,0.494456098291879,0.590909090909091,0.674074074074074,0.56001001001001,0.587131367292225,0.623931623931624,0.565467212526036
ensemble_model_N16_B0_E16_nb_zones_6_lab_svd,16,0,16,6, lab, svd,972,324,324,0.6,0.2,0.2, [1.         1.         1.         0.99484536 1.        ],0.5,0.515432098765432,0.803086419753086,1,1,1,0.666666666666667,1,0.5,0.680244399185336,1,0.5,0.836326321190354,1,0.801863354037267
svm_model_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40,10, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.66129032 0.65       0.71666667 0.68333333 0.61666667],0.5,0.5,0.824034334763948,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.85036496350365,1,0.824034334763948
ensemble_model_v2_N40_B0_E40_nb_zones_4_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,522,174,174,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.649425287356322,0.718390804597701,0.873563218390805,1,1,1,0.723981900452489,0.963855421686747,0.663246392162055,0.776255707762557,0.934065934065934,0.707996822454654,0.885654885654886,0.979310344827586,0.873563218390805
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32,10, mscn, svd,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.82142857 0.75       0.78571429 0.73214286 0.83333333],0.5,0.543478260869565,0.80952380952381,1,1,1,0.549019607843137,0.571428571428571,0.495016611295681,0.5625,0.6,0.54468085106383,0.815126050420168,0.832618025751073,0.809322113312218
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svdn,8,0,8, zones, mscn, svdn,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.73333333 0.74137931 0.74137931 0.74137931 0.72413793],0.574712643678161,0.482758620689655,0.821888412017167,0.996587030716724,1,0.996575342465753,0.593406593406593,0.642857142857143,0.576984126984127,0.554455445544555,0.622222222222222,0.477777777777778,0.828865979381443,0.862660944206009,0.821888412017167
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svd,26,0,26, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.74137931 0.74137931 0.72413793 0.70689655 0.69642857],0.707865168539326,0.629213483146067,0.873390557939914,1,1,1,0.729166666666667,0.833333333333333,0.714539007092198,0.65979381443299,0.680851063829787,0.626139817629179,0.877338877338877,0.905579399141631,0.873390557939914
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8,6, low_bits_2, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.89784946 0.88709677 0.89784946 0.89784946 0.875     ],0.815533980582524,0.815533980582524,0.866106080206986,0.905965621840243,0.96551724137931,0.899784482758621,0.819047619047619,0.908450704225352,0.822488825166568,0.847184986595174,0.887640449438202,0.8025988506733,0.876565295169946,0.9375,0.865075459317585
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32,6, low_bits_4, svd,1008,336,336,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.5,0.523809523809524,0.804761904761905,1,1,1,0.657142857142857,0.958333333333333,0.5,0.68503937007874,0.983050847457627,0.497814731904914,0.836490528414756,0.988221436984688,0.802774978420142
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4,6, low_bits_5, svdn,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.67582418 0.60989011 0.6043956  0.63186813 0.66666667],0.427152317880795,0.473509933774834,0.582010582010582,0.676025917926566,0.68942731277533,0.669603524229075,0.545931758530184,0.670967741935484,0.420517884573184,0.584856396866841,0.727272727272727,0.468366093366093,0.62603550295858,0.693315858453473,0.580970345782144
svm_model_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4,10, mscn, svdne,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.51612903 0.53333333 0.51666667 0.58333333 0.53333333],0.536585365853659,0.475609756097561,0.525751072961373,0.421487603305785,0.337748344370861,0.536423841059603,0.512820512820513,0.5,0.535714285714286,0.441558441558442,0.404761904761905,0.477380952380952,0.443324937027708,0.377682403433476,0.525751072961373
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16,10, mscn, svdn,268,89,89,0.600896860986547,0.199551569506726,0.199551569506726, [0.74074074 0.75925926 0.83333333 0.7037037  0.63461538],0.561797752808989,0.528089887640449,0.816143497757848,0.996282527881041,1,0.996268656716418,0.660869565217391,0.844444444444444,0.558585858585859,0.611111111111111,0.733333333333333,0.525757575757576,0.833333333333333,0.915178571428571,0.815697393822394
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svd,32,0,32,6, low_bits_4_shifted_2, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.98404255 0.9893617  0.9787234  0.98404255 1.        ],0.474358974358974,0.519230769230769,0.798975672215109,1,1,1,0.643478260869565,1,0.5,0.683544303797468,1,0.5,0.832264957264957,1,0.79948914431673
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16,6, low_bits_6, svd,990,330,330,0.6,0.2,0.2, [0.99494949 0.99494949 0.98989899 0.98989899 0.97979798],0.566666666666667,0.536363636363636,0.820606060606061,1,1,1,0.684326710816777,0.962732919254658,0.576041015840347,0.663736263736264,0.932098765432099,0.543430335097002,0.84404636459431,0.97921760391198,0.821940532725221
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svd,16,0,16, zones, low_bits_4_shifted_2, svd,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [1. 1. 1. 1. 1.],0.593155893536122,0.574144486692015,0.833586626139818,1,1,1,0.646864686468647,0.736842105263158,0.591497975708502,0.645569620253165,0.755555555555556,0.569184027777778,0.844570617459191,0.897435897435897,0.833097734322849
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16,6, low_bits_5, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [1. 1. 1. 1. 1.],0.575757575757576,0.531986531986532,0.821668909825033,1,1,1,0.697115384615384,0.97972972972973,0.577113187012516,0.665060240963855,0.985714285714286,0.556551410373066,0.846198491004063,0.993188010899182,0.823721665024059
svm_model_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.5        0.56896552 0.51724138 0.60714286 0.53571429],0.644444444444444,0.555555555555556,0.656652360515021,0.681159420289855,0.657342657342657,0.692307692307692,0.68,0.693877551020408,0.639621702339472,0.51219512195122,0.51219512195122,0.552015928322549,0.650655021834061,0.639484978540773,0.656652360515021
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32,6, low_bits_6, svd,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.99450549 0.98351648 0.99450549 0.99450549 1.        ],0.47682119205298,0.526490066225166,0.800925925925926,1,1,1,0.645739910313901,1,0.5,0.689804772234273,1,0.5,0.834159779614325,1,0.800662251655629
svm_model_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26,10, mscn, svdn,276,92,92,0.6,0.2,0.2, [0.67857143 0.58928571 0.67857143 0.64814815 0.61111111],0.58695652173913,0.510869565217391,0.645652173913043,0.712230215827338,0.717391304347826,0.710144927536232,0.568181818181818,0.568181818181818,0.586174242424243,0.444444444444444,0.375,0.517045454545455,0.635346756152125,0.617391304347826,0.645652173913043
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40,6, low_bits_2, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.94886364 0.95454545 0.94827586 0.92528736 0.95977011],0.670103092783505,0.694158075601374,0.848901098901099,0.960981047937569,0.986270022883295,0.959954233409611,0.571428571428571,0.415584415584416,0.68589439757323,0.565853658536585,0.41726618705036,0.682317304051496,0.834087481146305,0.757534246575343,0.849152798218801
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svd,32,0,32, zones, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.55172414 0.72413793 0.74137931 0.75862069 0.70689655],0.568181818181818,0.488636363636364,0.821888412017167,1,1,1,0.595744680851064,0.608695652173913,0.566252587991719,0.516129032258065,0.571428571428571,0.49223602484472,0.825995807127883,0.84549356223176,0.821888412017167
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40,10, mscn, svd,312,104,104,0.6,0.2,0.2, [0.765625   0.72580645 0.69354839 0.70967742 0.83870968],0.675324675324675,0.532467532467532,0.869098712446352,1,1,1,0.747474747474747,0.902439024390244,0.659552845528455,0.590909090909091,0.722222222222222,0.544037940379404,0.877755511022044,0.939914163090129,0.869098712446352
ensemble_model_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4,10, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.64516129 0.69354839 0.79032258 0.65       0.83333333],0.55,0.5,0.836909871244635,1,1,1,0.608695652173913,0.666666666666667,0.543859649122807,0.51219512195122,0.552631578947368,0.50250626566416,0.841666666666666,0.866952789699571,0.836909871244635
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [1. 1. 1. 1. 1.],0.501661129568106,0.584717607973422,0.817397078353254,1,1,1,0.654377880184332,0.916129032258064,0.488886433937251,0.717832957110609,0.946428571428571,0.537124060150376,0.845592363840539,0.971612903225806,0.812755836017828
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8,6, low_bits_4, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.94318182 0.92613636 0.95454545 0.96590909 0.91954023],0.647260273972603,0.544520547945205,0.810533515731874,0.953035509736541,0.947608200455581,0.953302961275626,0.668810289389068,0.748201438848921,0.651878497202238,0.58307210031348,0.65034965034965,0.546651335241939,0.815701929474384,0.850208044382802,0.811068934472102
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svdn,16,0,16, zones, mscn, svdn,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.64285714 0.78571429 0.73214286 0.67857143 0.72222222],0.576086956521739,0.5,0.816017316017316,1,1,1,0.606060606060606,0.625,0.573863636363636,0.51063829787234,0.545454545454545,0.501893939393939,0.819532908704883,0.835497835497836,0.816017316017316
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdn,4,0,4,6, low_bits_4_shifted_2, svdn,918,306,306,0.6,0.2,0.2, [0.69565217 0.75       0.72826087 0.69021739 0.68131868],0.486928104575163,0.542483660130719,0.636601307189542,0.750241080038573,0.847494553376906,0.717864923747277,0.437275985663082,0.383647798742138,0.491143627262226,0.485294117647059,0.445945945945946,0.539428669175505,0.649874055415617,0.673629242819843,0.63655284130521
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4,6, low_bits_2, svdn,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.84693878 0.87755102 0.83673469 0.8622449  0.7755102 ],0.791411042944785,0.788343558282209,0.823529411764706,0.854106280193236,0.902040816326531,0.845918367346939,0.788819875776398,0.788819875776398,0.791379634857896,0.804532577903683,0.788888888888889,0.788280060882801,0.831578947368421,0.855595667870036,0.82292892007734
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8,6, low_bits_3, svdn,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.875      0.91       0.93434343 0.94444444 0.89393939],0.719033232628399,0.758308157099698,0.850845410628019,0.926732673267327,0.941649899396378,0.925553319919517,0.735042735042735,0.763313609467456,0.718076557820148,0.771428571428572,0.813253012048193,0.758141657539248,0.855639976621858,0.879807692307692,0.850704817027633
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26,6, low_bits_2, svd,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.97126437 0.96551724 0.94252874 0.95930233 0.98255814],0.833333333333333,0.857638888888889,0.931345353675451,0.988584474885845,1,0.988452655889145,0.842105263157895,0.914285714285714,0.835521235521236,0.868167202572347,0.931034482758621,0.857125632987702,0.933601609657948,0.969359331476323,0.931502870158051
svm_model_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8,6, lab, svdn,906,302,302,0.6,0.2,0.2, [0.74175824 0.72527473 0.72527473 0.68888889 0.72777778],0.480132450331126,0.5,0.665562913907285,0.758282208588957,0.682119205298013,0.782560706401766,0.495176848874598,0.506578947368421,0.479956140350877,0.50814332247557,0.4875,0.500792253521127,0.647592463363573,0.606535947712418,0.666355222178357
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,876,292,292,0.6,0.2,0.2, [0.99431818 1.         0.99431818 1.         1.        ],0.866438356164383,0.832191780821918,0.93972602739726,1,1,1,0.886297376093294,0.904761904761905,0.859639016897081,0.820512820512821,0.82962962962963,0.832012267044114,0.941018766756032,0.947368421052632,0.939609106214772
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32,6, low_bits_5, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.99444444 1.         1.         1.         0.99438202],0.494949494949495,0.505050505050505,0.800134589502019,1,1,1,0.662162162162162,1,0.5,0.671140939597315,1,0.5,0.833426808749299,1,0.800134589502019
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4,6, low_bits_6, svdn,1026,342,342,0.6,0.2,0.2, [0.6407767  0.65533981 0.62621359 0.62745098 0.64705882],0.514619883040936,0.494152046783626,0.595321637426901,0.642350557244174,0.617933723196881,0.655945419103314,0.505952380952381,0.508982035928144,0.514491017964072,0.483582089552239,0.452513966480447,0.496195633546972,0.582629674306393,0.562281722933644,0.595476936672462
ensemble_model_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8,10, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.75862069 0.86206897 0.77586207 0.81034483 0.71428571],0.50561797752809,0.561797752808989,0.821888412017167,1,1,1,0.541666666666667,0.666666666666667,0.523333333333333,0.613861386138614,0.62,0.553589743589744,0.828865979381443,0.862660944206009,0.821888412017167
ensemble_model_N26_B0_E26_nb_zones_6_lab_svd,26,0,26,6, lab, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [1.         1.         0.99468085 1.         1.        ],0.599358974358974,0.576923076923077,0.835467349551857,1,1,1,0.688279301745636,0.8625,0.592434210526316,0.679611650485437,0.886075949367089,0.572908104553674,0.853226727584238,0.949174078780178,0.834587039390089
svm_model_N32_B0_E32_nb_zones_6_lab_svd,32,0,32,6, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [1. 1. 1. 1. 1.],0.537735849056604,0.462264150943396,0.800251256281407,1,1,1,0.699386503067485,1,0.5,0.632258064516129,1,0.5,0.833507853403141,1,0.800251256281407
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26,10, mscn, svdn,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.8        0.81034483 0.77586207 0.75862069 0.75862069],0.551724137931034,0.563218390804598,0.834763948497854,1,1,1,0.613861386138614,0.645833333333333,0.540865384615385,0.595744680851064,0.717948717948718,0.577724358974359,0.841889117043121,0.879828326180257,0.834763948497854
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdn,8,0,8,6, low_bits_4_shifted_2, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.96590909 0.91954023 0.88505747 0.93678161 0.88505747],0.5,0.572413793103448,0.779614325068871,0.942372881355932,0.956422018348624,0.94151376146789,0.53968253968254,0.562913907284768,0.497284291771881,0.605095541401274,0.688405797101449,0.577755530129672,0.788639365918098,0.823448275862069,0.779674619361571
svm_model_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32,10, mscn, svdn,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.60344828 0.65517241 0.60344828 0.63793103 0.60344828],0.556818181818182,0.670454545454545,0.695278969957082,0.764331210191083,0.827586206896552,0.744827586206896,0.606060606060606,0.714285714285714,0.563664596273292,0.712871287128713,0.782608695652174,0.665113871635611,0.723735408560311,0.798283261802575,0.695278969957082
ensemble_model_v2_N4_B0_E4_nb_zones_10_mscn_svdne,4,0,4, zones, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.56896552 0.68965517 0.67857143 0.73214286 0.73214286],0.549450549450549,0.516483516483517,0.811158798283262,0.989473684210526,0.992957746478873,0.98943661971831,0.616822429906542,0.733333333333333,0.551449275362319,0.607142857142857,0.739130434782609,0.514009661835749,0.825396825396826,0.892703862660944,0.811158798283262
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4,6, low_bits_4, svdn,882,294,294,0.6,0.2,0.2, [0.87640449 0.81818182 0.85227273 0.83522727 0.82386364],0.602040816326531,0.571428571428571,0.810204081632653,0.959183673469388,0.959183673469388,0.959183673469388,0.654867256637168,0.787234042553192,0.6093032957864,0.631578947368421,0.72972972972973,0.570344316919659,0.821497120921305,0.879452054794521,0.810671973343206
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4,6, low_bits_3, svdn,858,286,286,0.6,0.2,0.2, [0.76162791 0.74418605 0.79069767 0.76744186 0.82941176],0.541958041958042,0.531468531468531,0.775524475524476,0.934731934731935,0.934731934731935,0.934731934731935,0.50936329588015,0.527131782945737,0.540635955167136,0.528169014084507,0.528169014084507,0.531445618153365,0.772178850248403,0.777142857142857,0.775557729941292
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26,6, low_bits_5, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.98780488 1.         1.         0.99382716 1.        ],0.583025830258303,0.623616236162362,0.841445427728613,1,1,1,0.674351585014409,0.906976744186046,0.597854569276122,0.706896551724138,0.938931297709924,0.633751363140676,0.857521537442015,0.970014992503748,0.84349806228961
svm_model_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16,10, mscn, svdne,300,100,100,0.6,0.2,0.2, [0.56666667 0.51666667 0.6        0.61666667 0.66666667],0.614457831325301,0.542168674698795,0.678111587982833,0.738562091503268,0.753333333333333,0.733333333333333,0.652173913043478,0.75,0.619186046511628,0.577777777777778,0.604651162790698,0.539825581395349,0.692622950819672,0.725321888412017,0.678111587982833
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8,6, low_bits_2, svdn,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.90243902 0.85365854 0.87195122 0.90243902 0.92073171],0.846153846153846,0.794871794871795,0.885797950219619,0.933638443935927,0.995121951219512,0.929268292682927,0.846715328467153,0.852941176470588,0.846178617432374,0.813333333333333,0.813333333333333,0.792845528455285,0.892265193370166,0.92816091954023,0.884975982158175
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svd,40,0,40, zones, mscn, svd,294,98,98,0.6,0.2,0.2, [0.8        0.85       0.74137931 0.75862069 0.70689655],0.569767441860465,0.593023255813954,0.84549356223176,1,1,1,0.574712643678161,0.595238095238095,0.57034632034632,0.578313253012048,0.545454545454545,0.594155844155844,0.844827586206896,0.841201716738197,0.84549356223176
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,852,284,284,0.6,0.2,0.2, [0.95930233 0.95882353 0.97058824 0.96470588 0.95294118],0.746478873239437,0.795774647887324,0.905633802816901,0.995327102803738,1,0.995305164319249,0.739130434782609,0.80952380952381,0.752863170584689,0.804054054054054,0.888059701492537,0.800696517412935,0.906162464985994,0.943148688046647,0.906860447565558
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40,6, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [1. 1. 1. 1. 1.],0.547231270358306,0.514657980456026,0.8125,1,1,1,0.702355460385439,0.993939393939394,0.51105420401195,0.676789587852494,0.975,0.494302721088435,0.844324324324324,0.993638676844784,0.808152671755725
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [1.        1.        1.        1.        0.9893617],0.671974522292994,0.652866242038217,0.865139949109415,1,1,1,0.717808219178082,0.856209150326797,0.676551780132343,0.706199460916442,0.83974358974359,0.654049010061668,0.873809523809524,0.939820742637644,0.865612014808076
ensemble_model_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4,6, lab, svdn,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.99438202 0.96629213 0.97727273 0.97159091 0.97727273],0.551020408163265,0.537414965986395,0.817934782608696,1,1,1,0.681159420289855,0.854545454545455,0.508668076109936,0.656565656565657,0.87248322147651,0.532793334876186,0.841794569067296,0.943121693121693,0.814437941532913
ensemble_model_v2_N8_B0_E8_nb_zones_10_mscn_svdne,8,0,8, zones, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.65517241 0.67241379 0.77586207 0.68965517 0.75862069],0.579545454545455,0.556818181818182,0.836909871244635,1,1,1,0.640776699029126,0.75,0.579545454545455,0.589473684210526,0.636363636363636,0.556818181818182,0.844262295081967,0.88412017167382,0.836909871244635
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40,6, low_bits_3, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [1.         1.         1.         0.99404762 1.        ],0.494623655913979,0.50179211469534,0.799426934097421,1,1,1,0.660240963855422,0.985611510791367,0.496377183967112,0.668257756563246,0.985915492957746,0.492957746478873,0.832535885167464,0.994285714285714,0.798866995073892
svm_model_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4,12, mscn, svd,360,120,120,0.6,0.2,0.2, [0.61111111 0.61111111 0.63888889 0.59722222 0.56944444],0.528301886792453,0.490566037735849,0.888412017167382,1,1,1,0.683544303797468,0.964285714285714,0.502142857142857,0.64,0.96,0.515714285714286,0.898832684824903,0.991416309012875,0.888412017167382
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svd,40,0,40,6, low_bits_4_shifted_2, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.99418605 1.         0.98255814 0.98235294 0.99411765],0.452631578947369,0.519298245614035,0.7945301542777,1,1,1,0.623188405797101,1,0.5,0.683602771362587,1,0.5,0.827950675278919,1,0.796809986130374
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svdn,26,0,26, zones, mscn, svdn,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.85483871 0.77419355 0.71666667 0.73333333 0.75      ],0.481481481481482,0.592592592592593,0.836909871244635,0.99672131147541,1,0.99671052631579,0.571428571428571,0.736842105263158,0.496328029375765,0.685714285714286,0.837209302325581,0.576499388004896,0.850393700787402,0.927038626609442,0.836909871244635
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26,6, low_bits_3, svd,924,308,308,0.6,0.2,0.2, [0.99462366 0.99462366 1.         0.99456522 0.98913043],0.824675324675325,0.840909090909091,0.933116883116883,1,1,1,0.813793103448276,0.848920863309353,0.826827295560002,0.857971014492754,0.891566265060241,0.836628202952656,0.933932007697242,0.949152542372881,0.933179117240774
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32,10, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.77586207 0.81034483 0.81034483 0.70689655 0.80357143],0.617977528089888,0.606741573033708,0.843347639484979,0.986301369863014,1,0.986111111111111,0.653061224489796,0.744186046511628,0.622093023255814,0.639175257731959,0.673913043478261,0.604398382204247,0.850102669404517,0.888412017167382,0.843347639484979
ensemble_model_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.67241379 0.82758621 0.74137931 0.76785714 0.78571429],0.622222222222222,0.588888888888889,0.847639484978541,1,1,1,0.673076923076923,0.795454545454545,0.62598814229249,0.626262626262626,0.673913043478261,0.58695652173913,0.85480572597137,0.896995708154507,0.847639484978541
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32,6, low_bits_2, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.97959184 0.98979592 0.97938144 0.96907216 0.9742268 ],0.811728395061728,0.845679012345679,0.931565967940814,1,1,1,0.83008356545961,0.851428571428571,0.808264621284756,0.845679012345679,0.872611464968153,0.846485373202639,0.933011466505733,0.943833943833944,0.93144374651224
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8,6, low_bits_5, svdn,1020,340,340,0.6,0.2,0.2, [0.87254902 0.82843137 0.81372549 0.8872549  0.8627451 ],0.517647058823529,0.529411764705882,0.735882352941176,0.866879659211928,0.798039215686275,0.877450980392157,0.528735632183908,0.578616352201258,0.521352374995657,0.53757225433526,0.53448275862069,0.529289572081429,0.725045927740355,0.702253855278766,0.735607674430515
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4,6, low_bits_5, svdn,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.82065217 0.84782609 0.85869565 0.86263736 0.85164835],0.540983606557377,0.524590163934426,0.812581913499345,0.998909487459106,1,0.998908296943232,0.653465346534653,0.891891891891892,0.55104148734722,0.645476772616137,0.8,0.5,0.834682080924855,0.936446173800259,0.811269444516024
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26,6, low_bits_6, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [1.         1.         0.98809524 0.98809524 0.98795181],0.670250896057348,0.612903225806452,0.856733524355301,1,1,1,0.752688172043011,0.897435897435897,0.639774859287054,0.708108108108108,0.94927536231884,0.616481652790626,0.873417721518987,0.967741935483871,0.854295565106504
svm_model_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40,10, mscn, svdn,288,96,96,0.6,0.2,0.2, [0.53448276 0.5862069  0.63793103 0.62068966 0.58928571],0.595505617977528,0.573033707865169,0.67381974248927,0.767857142857143,0.895833333333333,0.729166666666667,0.64,0.761904761904762,0.60435663627153,0.62,0.659574468085106,0.567882472137791,0.716417910447761,0.824034334763948,0.67381974248927
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26,6, low_bits_4, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [1. 1. 1. 1. 1.],0.641891891891892,0.692567567567567,0.867071524966262,1,1,1,0.721052631578947,0.992753623188406,0.664098330581545,0.776412776412776,0.981366459627329,0.664757303887739,0.882528324388789,0.994623655913978,0.866553020368913
svm_model_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.67142857 0.64705882 0.61764706 0.72058824 0.63235294],0.532258064516129,0.467741935483871,0.866952789699571,1,1,1,0.694736842105263,1,0.5,0.637362637362637,1,0.5,0.882575757575757,1,0.866952789699571
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40,6, low_bits_6, svd,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.98913043 1.         0.99456522 0.98351648 0.99450549],0.514754098360656,0.491803278688525,0.801441677588467,1,1,1,0.67965367965368,1,0.5,0.659340659340659,1,0.5,0.834697217675941,1,0.800919842312746
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8,6, low_bits_4, svdn,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.93037975 0.96153846 0.95512821 0.92307692 0.96153846],0.603846153846154,0.580769230769231,0.823348694316436,0.977272727272727,0.989769820971867,0.976982097186701,0.696165191740413,0.848920863309353,0.585617456448065,0.627986348122867,0.836363636363636,0.614848484848485,0.838483146067416,0.9328125,0.825167579305136
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4,6, low_bits_2, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.81176471 0.82941176 0.81547619 0.80357143 0.82738095],0.775800711743772,0.758007117437722,0.835704125177809,0.886104783599089,0.921800947867299,0.881516587677725,0.777385159010601,0.833333333333333,0.779082774049217,0.776315789473684,0.825174825174825,0.756790311138137,0.842320819112628,0.885222381635581,0.836123179534293
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4,12, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.66666667 0.7        0.67142857 0.7        0.77142857],0.526315789473684,0.596491228070175,0.892703862660944,1,1,1,0.674698795180723,1,0.53448275862069,0.708860759493671,0.96551724137931,0.589901477832512,0.90272373540856,0.995708154506438,0.892703862660944
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8,6, low_bits_3, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.9375     0.93181818 0.9375     0.92613636 0.86206897],0.801369863013699,0.756849315068493,0.887824897400821,0.961325966850829,0.990888382687927,0.960136674259681,0.795774647887324,0.81294964028777,0.801899656745192,0.730038022813688,0.662068965517241,0.756204550785832,0.887052341597796,0.890733056708161,0.887856379504283
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdn,4,0,4,6, low_bits_4_shifted_2, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.87647059 0.92261905 0.92857143 0.91071429 0.88095238],0.542857142857143,0.478571428571429,0.794579172610556,0.983132530120482,0.969121140142518,0.983372921615202,0.59748427672956,0.633333333333333,0.535897435897436,0.478571428571429,0.503759398496241,0.479770855710705,0.798319327731092,0.809659090909091,0.794514359208127
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32,6, low_bits_3, svd,1006,335,335,0.600238663484487,0.199880668257757,0.199880668257757, [1.         1.         0.99009901 1.         1.        ],0.814925373134328,0.82089552238806,0.927207637231504,1,1,1,0.8268156424581,0.907975460122699,0.817359823084606,0.837837837837838,0.95679012345679,0.82521587097695,0.92964244521338,0.973429951690821,0.927752711694467
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32,6, low_bits_4, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [1.         1.         0.99382716 0.99382716 0.99382716],0.714814814814815,0.703703703703704,0.88387573964497,1,1,1,0.770149253731343,0.914893617021277,0.705508824014514,0.764705882352941,0.902777777777778,0.689484126984127,0.894418291862811,0.962373371924747,0.882094401544824
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svd,26,0,26,6, low_bits_4_shifted_2, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.99479167 0.98421053 0.98421053 0.98947368 0.98947368],0.640378548895899,0.602523659305994,0.848675914249685,1,1,1,0.716417910447761,0.862275449101796,0.627804391217565,0.686567164179105,0.8625,0.600039808917197,0.863325740318907,0.943960149439602,0.847459001922866
svm_model_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26,10, mscn, svdne,322,107,107,0.600746268656716,0.199626865671642,0.199626865671642, [0.6969697 0.734375  0.8125    0.609375  0.625    ],0.541666666666667,0.638888888888889,0.751072961373391,0.811881188118812,0.763975155279503,0.822981366459627,0.602409638554217,0.657894736842105,0.534829721362229,0.666666666666667,0.764705882352941,0.645510835913313,0.75,0.746781115879828,0.75107296137339
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdn,16,0,16,6, low_bits_4_shifted_2, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.98369565 0.95108696 0.94565217 0.98913043 0.94565217],0.447712418300654,0.506535947712418,0.784595300261097,0.989035087719298,0.980434782608696,0.989130434782609,0.476780185758514,0.566176470588235,0.459558823529412,0.56231884057971,0.602484472049689,0.501242236024845,0.791139240506329,0.825627476882431,0.785071802957344
ensemble_model_v2_N16_B0_E16_nb_zones_10_mscn_svdne,16,0,16, zones, mscn, svdne,294,98,98,0.6,0.2,0.2, [0.65       0.71666667 0.72413793 0.75862069 0.75862069],0.581395348837209,0.523255813953488,0.832618025751073,0.996610169491525,1,0.996598639455782,0.678571428571429,0.775510204081633,0.549917264202978,0.601941747572816,0.837837837837838,0.561776061776062,0.847058823529411,0.927038626609442,0.832618025751073
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svdn,32,0,32, zones, mscn, svdn,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.74193548 0.75806452 0.78333333 0.76666667 0.8       ],0.641975308641975,0.506172839506173,0.851931330472103,1,1,1,0.712871287128713,0.73469387755102,0.61734693877551,0.545454545454545,0.75,0.548469387755102,0.860040567951318,0.909871244635193,0.851931330472103
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16,6, low_bits_3, svdn,840,280,280,0.6,0.2,0.2, [0.93452381 0.89880952 0.91666667 0.91666667 0.88095238],0.85,0.814285714285714,0.890714285714286,0.93363329583802,0.988095238095238,0.929761904761905,0.87037037037037,0.909677419354839,0.84283870967742,0.825503355704698,0.911111111111111,0.817624521072797,0.898742554599603,0.956338028169014,0.889763216983058
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [1.         1.         0.99450549 0.98351648 1.        ],0.556291390728477,0.549668874172185,0.821428571428571,1,1,1,0.658163265306122,0.826923076923077,0.547023182297155,0.638297872340426,0.779220779220779,0.545015795015795,0.838902147971361,0.920157068062827,0.820372651678473
svm_model_N40_B0_E40_nb_zones_6_lab_svd,40,0,40,6, lab, svd,882,294,294,0.6,0.2,0.2, [0.99438202 0.99431818 1.         1.         1.        ],0.506802721088435,0.517006802721088,0.804761904761905,1,1,1,0.672686230248307,1,0.5,0.681614349775785,1,0.5,0.837944664031621,1,0.802884615384615
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svd,16,0,16, zones, lab, svd,1030,343,343,0.6002331002331,0.19988344988345,0.19988344988345, [1. 1. 1. 1. 1.],0.56268221574344,0.559766763848397,0.824592074592075,1,1,1,0.679487179487179,0.878453038674033,0.544164790941955,0.669584245076586,0.879310344827586,0.555039787798408,0.846035805626599,0.950574712643678,0.822805086818293
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.99456522 0.99456522 0.99456522 0.99456522 1.        ],0.57516339869281,0.620915032679739,0.839425587467363,1,1,1,0.646739130434783,0.804054054054054,0.58240677386247,0.686486486486486,0.788819875776398,0.611651317198544,0.851628468033776,0.918075422626788,0.839116348272765
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4,6, low_bits_6, svdn,864,288,288,0.6,0.2,0.2, [0.87931034 0.9137931  0.90697674 0.9127907  0.91860465],0.458333333333333,0.510416666666667,0.789583333333333,0.993039443155452,0.990740740740741,0.993055555555556,0.509433962264151,0.58273381294964,0.462507846072136,0.560747663551402,0.642857142857143,0.513996138996139,0.798134576948701,0.842475386779184,0.79023632164748
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40,10, mscn, svdn,294,98,98,0.6,0.2,0.2, [0.78333333 0.76666667 0.75862069 0.79310345 0.68965517],0.662790697674419,0.523255813953488,0.836909871244635,0.97972972972973,0.986394557823129,0.979591836734694,0.666666666666667,0.69047619047619,0.663419913419913,0.549450549450549,0.568181818181818,0.522186147186147,0.839662447257384,0.854077253218884,0.836909871244635
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8,6, low_bits_6, svdn,966,322,322,0.6,0.2,0.2, [0.84020619 0.86597938 0.85051546 0.84895833 0.88020833],0.624223602484472,0.565217391304348,0.775776397515528,0.90234375,0.956521739130435,0.89648033126294,0.640949554896142,0.710526315789474,0.628792569659443,0.613259668508287,0.664670658682635,0.561367587405834,0.790481717933836,0.849127182044888,0.776048739537295
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8,12, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.74285714 0.72857143 0.75714286 0.77142857 0.74285714],0.517241379310345,0.5,0.877682403433476,1,1,1,0.631578947368421,0.857142857142857,0.528571428571429,0.632911392405063,0.833333333333333,0.488095238095238,0.887128712871287,0.96137339055794,0.877682403433476
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.875      0.86746988 0.92771084 0.88554217 0.87951807],0.512635379061372,0.592057761732852,0.805916305916306,0.975029726516052,0.985576923076923,0.974759615384615,0.557377049180328,0.69672131147541,0.53223162347964,0.67621776504298,0.766233766233766,0.570108753035582,0.820066889632107,0.885838150289017,0.806031467075344
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.85955056 0.85393258 0.85955056 0.84269663 0.85955056],0.597972972972973,0.577702702702703,0.809716599190283,0.957683741648107,0.966292134831461,0.957303370786517,0.672176308539945,0.818791946308725,0.596470803086335,0.624624624624625,0.748201438848921,0.587476515602804,0.823086574654956,0.894952251023192,0.810626993335361
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdn,8,0,8,6, low_bits_4_shifted_2, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.94705882 0.94705882 0.96470588 0.97058824 0.94117647],0.558303886925795,0.519434628975265,0.812853107344633,0.995294117647059,0.995294117647059,0.995294117647059,0.664879356568365,0.805194805194805,0.534380348333837,0.582822085889571,0.811965811965812,0.562609412007002,0.828921885087153,0.922413793103448,0.814679118773946
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svd,4,0,4, zones, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.65714286 0.51428571 0.68571429 0.69117647 0.76470588],0.583333333333333,0.533333333333333,0.886266094420601,1,1,1,0.691358024691358,0.875,0.5625,0.631578947368421,0.857142857142857,0.553571428571429,0.894632206759443,0.965665236051502,0.886266094420601
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40,6, low_bits_5, svd,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.98863636 1.         0.99431818 1.         1.        ],0.5,0.51027397260274,0.802325581395349,1,1,1,0.666666666666667,1,0.5,0.675736961451247,1,0.5,0.835515082527035,1,0.801510989010989
ensemble_model_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8,6, lab, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.99473684 0.99473684 0.97368421 0.98947368 0.99473684],0.528481012658228,0.541139240506329,0.814159292035398,1,1,1,0.487972508591065,0.452229299363057,0.528001442134359,0.545454545454545,0.527272727272727,0.541782059000602,0.811538461538461,0.794228356336261,0.81431163039743
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svdn,4,0,4, zones, lab, svdn,786,262,262,0.6,0.2,0.2, [0.94303797 0.97468354 0.99367089 0.98717949 0.94230769],0.469465648854962,0.477099236641221,0.788549618320611,0.998726114649682,0.997455470737914,0.998727735368957,0.55591054313099,0.621428571428571,0.458255269320843,0.559485530546624,0.69047619047619,0.484943977591036,0.803406671398155,0.858877086494689,0.788117498700493
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.91758242 0.85164835 0.91208791 0.8956044  0.92222222],0.854304635761589,0.837748344370861,0.910714285714286,0.955223880597015,0.986784140969163,0.953744493392071,0.870588235294118,0.942675159235669,0.850647924445421,0.85459940652819,0.917197452229299,0.834460795080167,0.91640866873065,0.963541666666667,0.909862231182796
svm_model_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.67142857 0.60294118 0.58823529 0.70588235 0.72058824],0.467741935483871,0.532258064516129,0.866952789699571,1,1,1,0.637362637362637,1,0.5,0.694736842105263,1,0.5,0.882575757575757,1,0.866952789699571
ensemble_model_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26,10, mscn, svdne,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.75       0.75       0.73333333 0.65       0.72413793],0.630952380952381,0.69047619047619,0.877682403433476,1,1,1,0.651685393258427,0.707317073170732,0.632728304027226,0.74,0.86046511627907,0.686330119115145,0.882956878850103,0.92274678111588,0.877682403433476
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16,6, low_bits_2, svdn,972,324,324,0.6,0.2,0.2, [0.94897959 0.95876289 0.94845361 0.96907216 0.91752577],0.824074074074074,0.830246913580247,0.904320987654321,0.957213930348259,0.989711934156379,0.955761316872428,0.81063122923588,0.841379310344828,0.825717588133307,0.848484848484848,0.855555555555556,0.827083333333333,0.907130017974835,0.933415536374846,0.904285024058869
svm_model_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32,10, mscn, svdne,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.81666667 0.68333333 0.66666667 0.71666667 0.70689655],0.619047619047619,0.678571428571429,0.759656652360515,0.812720848056537,0.771812080536913,0.822147651006711,0.659574468085106,0.738095238095238,0.619047619047619,0.689655172413793,0.714285714285714,0.678571428571429,0.758620689655172,0.755364806866953,0.759656652360515
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40,6, low_bits_2, svd,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.96551724 0.99425287 0.96551724 0.97674419 0.98255814],0.819444444444444,0.871527777777778,0.938280166435506,1,1,1,0.816901408450704,0.878787878787879,0.824009324009324,0.874576271186441,0.895833333333333,0.871527777777778,0.93840830449827,0.956276445698166,0.938574784922753
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svd,32,0,32,6, low_bits_4_shifted_2, svd,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.99473684 1.         1.         0.9893617  0.99468085],0.59047619047619,0.53968253968254,0.826142131979695,1,1,1,0.707482993197279,0.975,0.584274193548387,0.665127020785219,0.972972972972973,0.564330797863732,0.849450549450549,0.989756722151088,0.827582763591268
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svd,8,0,8, zones, mscn, svd,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.77027027 0.78378378 0.69444444 0.83333333 0.66666667],0.509803921568627,0.568627450980392,0.899141630901288,1,1,1,0.56140350877193,0.666666666666667,0.518518518518518,0.676470588235294,0.851851851851852,0.550925925925926,0.903885480572597,0.948497854077253,0.899141630901287
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16,6, low_bits_4, svdn,870,290,290,0.6,0.2,0.2, [0.97126437 0.97126437 0.98275862 0.97126437 0.97126437],0.558620689655172,0.613793103448276,0.831724137931034,0.995381062355658,0.990804597701149,0.995402298850575,0.621301775147929,0.704697986577181,0.554476652863059,0.664670658682635,0.755102040816326,0.611816754673898,0.841352405721716,0.885088919288646,0.831278812912751
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8,6, low_bits_5, svdn,752,250,250,0.600638977635783,0.199680511182109,0.199680511182109, [0.95394737 0.94666667 0.98       0.92       0.95333333],0.568,0.528,0.811501597444089,0.986702127659574,0.986702127659574,0.986702127659574,0.605839416058394,0.633587786259542,0.564693052793636,0.528,0.559322033898305,0.529661016949152,0.815047021943574,0.832,0.811534290271132
svm_model_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4,12, mscn, svdn,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.57142857 0.58571429 0.55714286 0.55882353 0.5       ],0.4,0.5,0.530042918454936,0.646651270207852,0.809248554913295,0.557803468208093,0.526315789473684,0.740740740740741,0.430976430976431,0.651162790697674,0.848484848484848,0.461279461279461,0.631932773109244,0.8068669527897,0.530042918454936
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svdn,40,0,40, zones, mscn, svdn,300,100,100,0.6,0.2,0.2, [0.81666667 0.76666667 0.71666667 0.8        0.75      ],0.686746987951807,0.578313253012048,0.869098712446352,1,1,1,0.745098039215686,0.844444444444444,0.672222222222222,0.623655913978495,0.763157894736842,0.592690058479532,0.876767676767677,0.931330472103004,0.869098712446352
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,930,310,310,0.6,0.2,0.2, [0.97849462 0.96236559 0.96236559 0.93010753 0.93010753],0.841935483870968,0.867741935483871,0.930322580645161,0.981012658227848,1,0.980645161290322,0.833898305084746,0.778481012658228,0.843187874750167,0.863787375415282,0.844155844155844,0.867590742590743,0.930051813471503,0.924066924066924,0.930338766043812
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svd,26,0,26, zones, lab, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [1.         0.98876404 1.         1.         1.        ],0.661016949152542,0.644067796610169,0.861111111111111,1,1,1,0.671052631578947,0.708333333333333,0.662113686534216,0.699140401146132,0.72189349112426,0.6307880154034,0.866796621182586,0.882275132275132,0.86058201058201
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.95061728 0.95061728 0.9382716  0.95       0.93125   ],0.51865671641791,0.514925373134328,0.798807749627422,0.986198243412798,0.975186104218362,0.986352357320099,0.58252427184466,0.714285714285714,0.529678068410463,0.563758389261745,0.666666666666667,0.523474178403756,0.807692307692308,0.865648854961832,0.800364456592998
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.98823529 0.98214286 1.         1.         1.        ],0.589285714285714,0.596428571428571,0.83737517831669,1,1,1,0.627831715210356,0.734848484848485,0.597153972153972,0.638977635782748,0.735294117647059,0.600285947712418,0.844262295081967,0.896952104499274,0.838377875531545
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,822,274,274,0.6,0.2,0.2, [0.79518072 0.84146341 0.81097561 0.87195122 0.82317073],0.781021897810219,0.828467153284672,0.872262773722628,0.922374429223744,0.982968369829684,0.917274939172749,0.765625,0.705035971223021,0.78214761524114,0.814229249011858,0.774436090225564,0.82693435716952,0.873646209386282,0.885797950219619,0.872302177438776
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32,6, low_bits_6, svd,978,326,326,0.6,0.2,0.2, [0.97959184 0.98979592 0.98979592 0.99489796 0.99484536],0.613496932515337,0.53680981595092,0.830061349693252,1,1,1,0.717488789237668,0.898876404494382,0.584573337382326,0.639618138424821,0.858974358974359,0.550075414781297,0.849701573521432,0.951397326852977,0.828858514727604
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.8        0.77142857 0.71428571 0.69117647 0.69117647],0.583333333333333,0.666666666666667,0.90343347639485,1,1,1,0.63768115942029,0.6875,0.575892857142857,0.67741935483871,0.75,0.671875,0.90566037735849,0.927038626609442,0.90343347639485
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,828,276,276,0.6,0.2,0.2, [0.92168675 0.97590361 0.92771084 0.96385542 0.93902439],0.597826086956522,0.666666666666667,0.848550724637681,0.992805755395684,1,0.992753623188406,0.596363636363636,0.598540145985402,0.597831224071837,0.714285714285714,0.746753246753247,0.656163508622525,0.853948287910552,0.866666666666667,0.848148148148148
ensemble_model_v2_N26_B0_E26_nb_zones_10_mscn_svdne,26,0,26, zones, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.75806452 0.67741935 0.70967742 0.78333333 0.56666667],0.475,0.6,0.836909871244635,0.993421052631579,0.986928104575163,0.993464052287582,0.5625,0.75,0.5,0.673469387755102,0.75,0.583333333333333,0.847389558232932,0.905579399141631,0.836909871244635
ensemble_model_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32,10, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.79310345 0.74137931 0.63793103 0.72413793 0.875     ],0.674157303370787,0.49438202247191,0.836909871244635,0.993055555555556,0.993055555555556,0.993055555555556,0.712871287128713,0.8,0.672727272727273,0.526315789473684,0.568181818181818,0.49520202020202,0.84297520661157,0.875536480686695,0.836909871244635
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,852,284,284,0.6,0.2,0.2, [0.9127907  0.95294118 0.91176471 0.9        0.94705882],0.746478873239437,0.77112676056338,0.892253521126761,0.981438515081206,0.992957746478873,0.981220657276995,0.770700636942675,0.883211678832117,0.751129648939868,0.785478547854785,0.843971631205674,0.771636165253187,0.896551724137931,0.941761363636364,0.892668391315389
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32,6, low_bits_5, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.98913043 1.         1.         1.         1.        ],0.638157894736842,0.555921052631579,0.839027595269382,1,1,1,0.739336492890995,0.886363636363636,0.591619318181818,0.656488549618321,0.934782608695652,0.587873232058669,0.8582995951417,0.962386511024643,0.837384999853201
svm_model_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8,12, mscn, svdn,370,123,123,0.600649350649351,0.199675324675325,0.199675324675325, [0.56756757 0.60810811 0.52702703 0.62162162 0.60810811],0.5625,0.479166666666667,0.579399141630901,0.673913043478261,0.837837837837838,0.594594594594595,0.676923076923077,0.785714285714286,0.517857142857143,0.56140350877193,0.8,0.525,0.663230240549828,0.828326180257511,0.579399141630901
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4,12, mscn, svdn,348,116,116,0.6,0.2,0.2, [0.67142857 0.64285714 0.6        0.68571429 0.72058824],0.576271186440678,0.677966101694915,0.905579399141631,1,1,1,0.63768115942029,0.758620689655172,0.579310344827586,0.698412698412698,0.733333333333333,0.677011494252874,0.908333333333333,0.935622317596567,0.905579399141631
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdn,4,0,4, zones, low_bits_4_shifted_2, svdn,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.94512195 0.9382716  0.89506173 0.91975309 0.94444444],0.462962962962963,0.466666666666667,0.773668639053254,0.978776529338327,0.96551724137931,0.979064039408867,0.501718213058419,0.506944444444444,0.459821428571429,0.470588235294118,0.516129032258065,0.47039328325232,0.775659824046921,0.78486646884273,0.773701670999536
ensemble_model_N32_B0_E32_nb_zones_6_lab_svd,32,0,32,6, lab, svd,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [1. 1. 1. 1. 1.],0.612698412698413,0.552380952380952,0.833121827411167,1,1,1,0.67379679144385,0.782608695652174,0.608836815358554,0.58160237388724,0.644736842105263,0.55549725540846,0.84127942063971,0.88676844783715,0.833257641640094
svm_model_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4,6, low_bits_3, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.95783133 0.95783133 0.94578313 0.96341463 0.98780488],0.785454545454545,0.709090909090909,0.880087209302326,0.968369829683698,0.963680387409201,0.968523002421307,0.773946360153257,0.834710743801653,0.79073199527745,0.726027397260274,0.791044776119403,0.711125224939134,0.88,0.905688622754491,0.880810413072161
svm_model_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40,10, mscn, svdne,310,103,103,0.60077519379845,0.199612403100775,0.199612403100775, [0.66129032 0.67741935 0.70967742 0.69354839 0.56451613],0.705128205128205,0.705128205128205,0.789699570815451,0.826666666666667,0.8,0.832258064516129,0.634920634920635,0.555555555555556,0.694444444444444,0.656716417910448,0.523809523809524,0.720238095238095,0.772093023255814,0.71244635193133,0.789699570815451
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16,6, low_bits_3, svdn,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.95977011 0.94827586 0.93103448 0.95348837 0.9127907 ],0.729166666666667,0.777777777777778,0.883495145631068,0.97085201793722,1,0.969976905311778,0.773255813953488,0.880794701986755,0.721419248803596,0.815028901734104,0.94,0.770724637681159,0.893805309734513,0.963215258855586,0.882031358241352
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4,6, low_bits_4, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.95930233 0.94767442 0.97093023 0.99411765 0.97058824],0.67719298245614,0.628070175438596,0.855539971949509,0.990566037735849,0.981308411214953,0.990654205607477,0.684931506849315,0.699300699300699,0.677115138382744,0.646666666666667,0.697841726618705,0.629742781117572,0.856944444444444,0.869014084507042,0.855596427728381
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.98823529 0.99411765 0.96470588 0.98235294 0.96428571],0.726950354609929,0.822695035460993,0.904390934844193,0.990654205607477,1,0.990566037735849,0.722021660649819,0.719424460431654,0.726845097348694,0.823943661971831,0.847826086956522,0.823218599033816,0.904728299223712,0.914407988587732,0.90446137826011
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40,6, low_bits_4, svd,870,290,290,0.6,0.2,0.2, [1.         0.99425287 1.         0.99425287 1.        ],0.717241379310345,0.672413793103448,0.877931034482759,1,1,1,0.773480662983425,0.952380952380952,0.713952713952714,0.741144414168937,0.906666666666667,0.664047619047619,0.889305816135084,0.971311475409836,0.877020640211881
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svd,26,0,26, zones, low_bits_4_shifted_2, svd,744,248,248,0.6,0.2,0.2, [0.96       1.         0.99324324 1.         1.        ],0.540322580645161,0.532258064516129,0.814516129032258,1,1,1,0.654545454545455,0.837209302325581,0.527848348641782,0.660818713450292,0.849624060150376,0.507420725727362,0.837570621468927,0.935331230283912,0.81172502108255
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [1.         0.98255814 0.98235294 1.         1.        ],0.528169014084507,0.577464788732394,0.821378340365682,1,1,1,0.643617021276596,0.896296296296296,0.545463584389759,0.696969696969697,0.901960784313726,0.550217033378237,0.843788437884379,0.959440559440559,0.820597224557621
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svd,16,0,16, zones, mscn, svd,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.75       0.68055556 0.72222222 0.68055556 0.7       ],0.518518518518518,0.462962962962963,0.881974248927039,1,1,1,0.617647058823529,0.7,0.495833333333333,0.508474576271186,0.625,0.479166666666667,0.88659793814433,0.92274678111588,0.881974248927039
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16,6, low_bits_6, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.95882353 0.97058824 0.97619048 0.93452381 0.92261905],0.537366548042705,0.512455516014235,0.800853485064011,0.984723854289072,0.992890995260664,0.984597156398104,0.542253521126761,0.606299212598425,0.543409346558953,0.55663430420712,0.605633802816901,0.511449994933631,0.806094182825485,0.842257597684515,0.801548379261838
svm_model_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.65714286 0.70588235 0.66176471 0.63235294 0.64705882],0.5,0.5,0.866952789699571,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.882575757575757,1,0.866952789699571
svm_model_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8,6, low_bits_2, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.9375     0.94827586 0.90804598 0.9137931  0.92528736],0.772413793103448,0.741379310344828,0.865013774104683,0.940021810250818,0.988532110091743,0.936926605504587,0.769230769230769,0.780141843971631,0.772621257556285,0.736842105263158,0.734265734265734,0.741282526996813,0.868279569892473,0.897222222222222,0.865277777777778
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40,6, low_bits_3, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.98295455 0.98863636 0.98850575 0.98850575 1.        ],0.848797250859107,0.845360824742268,0.938873626373626,1,1,1,0.849315068493151,0.805194805194805,0.851502512086454,0.83271375464684,0.8,0.843708609271523,0.937979094076655,0.920656634746922,0.938949007028633
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8,12, mscn, svdn,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.77941176 0.70588235 0.73529412 0.76470588 0.72058824],0.444444444444444,0.507936507936508,0.856223175965665,0.997050147492625,0.994117647058824,0.997058823529412,0.578313253012048,0.727272727272727,0.43030303030303,0.626506024096386,0.866666666666667,0.524242424242424,0.867326732673267,0.939914163090129,0.856223175965665
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,936,312,312,0.6,0.2,0.2, [0.9893617  0.99468085 0.98404255 0.98924731 0.99462366],0.82051282051282,0.814102564102564,0.926282051282051,0.998932764140875,1,0.998931623931624,0.834319526627219,0.903846153846154,0.820512820512821,0.827380952380952,0.885350318471338,0.813642901171153,0.928615766604593,0.957746478873239,0.926241660489251
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svdn,4,0,4, zones, mscn, svdn,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.67647059 0.66176471 0.70588235 0.66176471 0.73529412],0.523809523809524,0.53968253968254,0.854077253218884,0.973913043478261,0.988235294117647,0.973529411764706,0.464285714285714,0.433333333333333,0.51969696969697,0.623376623376623,0.727272727272727,0.53030303030303,0.857740585774059,0.879828326180257,0.854077253218884
svm_model_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16,6, lab, svdn,846,282,282,0.6,0.2,0.2, [0.84705882 0.89411765 0.83529412 0.89285714 0.85119048],0.524822695035461,0.606382978723404,0.778723404255319,0.919952210274791,0.91016548463357,0.92080378250591,0.47244094488189,0.444444444444444,0.521541950113379,0.590405904059041,0.547945205479452,0.608531426269138,0.770925110132158,0.745738636363636,0.778676683620912
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,924,308,308,0.6,0.2,0.2, [0.90322581 0.94623656 0.91847826 0.98913043 0.93478261],0.415584415584416,0.399350649350649,0.757142857142857,0.99027027027027,0.991341991341991,0.99025974025974,0.521276595744681,0.608695652173913,0.406388642413487,0.498644986449864,0.58974358974359,0.396845479082321,0.776047904191617,0.83183568677792,0.756259499105123
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdn,8,0,8, zones, low_bits_4_shifted_2, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.98235294 0.98235294 0.97058824 0.98235294 1.        ],0.553191489361702,0.567375886524823,0.824362606232295,1,1,1,0.637931034482759,0.787234042553192,0.553191489361702,0.63905325443787,0.765957446808511,0.567375886524823,0.838331160365059,0.910764872521246,0.824362606232295
ensemble_model_v2_N32_B0_E32_nb_zones_10_mscn_svdne,32,0,32, zones, mscn, svdne,300,100,100,0.6,0.2,0.2, [0.8        0.66666667 0.66666667 0.73333333 0.75      ],0.566265060240964,0.746987951807229,0.873390557939914,0.993333333333333,0.993333333333333,0.993333333333333,0.571428571428571,0.631578947368421,0.571345029239766,0.796116504854369,0.911111111111111,0.73187134502924,0.878850102669404,0.918454935622318,0.873390557939914
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16,6, low_bits_5, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.94767442 0.9244186  0.96511628 0.93529412 0.97058824],0.582456140350877,0.592982456140351,0.826086956521739,0.984687868080094,0.976635514018692,0.98481308411215,0.607260726072607,0.63013698630137,0.581255543510397,0.6375,0.653846153846154,0.586612999403697,0.831521739130435,0.838356164383561,0.82578727759408
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdn,16,0,16,6, low_bits_4_shifted_2, svdn,912,304,304,0.6,0.2,0.2, [0.99456522 0.98901099 0.98901099 0.98351648 0.96703297],0.549342105263158,0.572368421052632,0.822368421052632,0.996699669966997,0.993421052631579,0.99671052631579,0.598240469208211,0.618181818181818,0.542903858731197,0.619883040935672,0.701986754966887,0.573215599705666,0.830402010050251,0.856217616580311,0.821825385830262
svm_model_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4,6, lab, svdne,900,300,300,0.6,0.2,0.2, [0.93888889 0.99444444 0.98888889 0.98888889 0.97777778],0.563333333333333,0.506666666666667,0.809333333333333,0.992161254199328,0.984444444444444,0.992222222222222,0.599388379204893,0.597560975609756,0.559809899569584,0.447761194029851,0.454545454545455,0.501082251082251,0.807795698924731,0.805630026809651,0.809313687144879
svm_model_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4,6, low_bits_2, svdne,740,246,246,0.600649350649351,0.199675324675325,0.199675324675325, [0.92567568 0.91216216 0.93243243 0.91216216 0.91216216],0.849593495934959,0.788617886178862,0.886363636363636,0.933507170795306,0.967567567567568,0.931081081081081,0.860377358490566,0.863636363636364,0.848484848484849,0.786885245901639,0.888888888888889,0.79951690821256,0.890282131661442,0.931147540983606,0.886795635443572
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [1.         1.         0.99473684 1.         1.        ],0.721518987341772,0.689873417721519,0.882427307206068,1,1,1,0.751412429378531,0.869281045751634,0.726051565820602,0.724719101123596,0.854304635761589,0.696849287577764,0.887951807228916,0.946084724005135,0.88337860110593
ensemble_model_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40,10, mscn, svdne,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.89285714 0.83928571 0.76785714 0.83928571 0.81481481],0.619565217391304,0.532608695652174,0.826839826839827,0.992857142857143,1,0.992805755395683,0.623655913978495,0.617021276595745,0.619621749408984,0.556701030927835,0.58695652173913,0.532608695652174,0.829787234042553,0.84051724137931,0.82678035982009
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16,6, low_bits_2, svdn,882,294,294,0.6,0.2,0.2, [0.88202247 0.92045455 0.90909091 0.91477273 0.91477273],0.77891156462585,0.829931972789116,0.896598639455782,0.958097395243488,0.959183673469388,0.958049886621315,0.775086505190311,0.777777777777778,0.778888888888889,0.840764331210191,0.868421052631579,0.828576723498888,0.89771197846568,0.905020352781547,0.896575660701824
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svdn,8,0,8, zones, lab, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.99456522 1.         0.98901099 0.98351648 1.        ],0.457236842105263,0.509868421052632,0.793692509855453,1,1,1,0.569190600522193,0.698717948717949,0.450710325710326,0.598382749326145,0.804347826086956,0.534704033525406,0.811750599520384,0.901464713715047,0.79509033351122
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8,6, low_bits_6, svdn,996,332,332,0.6,0.2,0.2, [0.96       0.955      0.97       0.95454545 0.95959596],0.506024096385542,0.533132530120482,0.803614457831325,0.992992992992993,0.995983935742972,0.992971887550201,0.539325842696629,0.607594936708861,0.510694020078568,0.555873925501433,0.58433734939759,0.533132530120482,0.80868544600939,0.838199513381995,0.803944625426081
svm_model_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16,12, mscn, svdn,326,108,108,0.601476014760148,0.199261992619926,0.199261992619926, [0.62121212 0.72727273 0.54545455 0.609375   0.59375   ],0.457142857142857,0.542857142857143,0.628755364806867,0.685015290519878,0.687116564417178,0.684049079754601,0.472222222222222,0.485714285714286,0.457142857142857,0.578947368421053,0.628571428571429,0.542857142857143,0.635789473684211,0.648068669527897,0.628755364806867
svm_model_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4,6, low_bits_5, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [1.         0.97093023 0.98823529 0.97647059 0.96470588],0.535211267605634,0.5,0.805907172995781,0.997652582159624,0.995316159250586,0.997658079625293,0.484375,0.424657534246575,0.538415723645027,0.4453125,0.404255319148936,0.499330456777265,0.797653958944281,0.761904761904762,0.806093623890234
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40,6, low_bits_6, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [1.         0.99418605 0.97674419 0.99418605 1.        ],0.601398601398601,0.555944055944056,0.831703910614525,1,1,1,0.664705882352941,0.753333333333333,0.593578431372549,0.606811145510836,0.748091603053435,0.570819995075105,0.841759684832567,0.90154711673699,0.832188260171546
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svdn,8,0,8, zones, mscn, svdn,348,116,116,0.6,0.2,0.2, [0.74285714 0.71428571 0.74285714 0.72857143 0.75      ],0.525423728813559,0.542372881355932,0.875536480686695,0.991404011461318,0.994252873563218,0.991379310344828,0.65,0.838709677419355,0.508640552995392,0.608695652173913,0.75,0.55241935483871,0.883534136546185,0.944206008583691,0.875536480686695
svm_model_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4,12, mscn, svdne,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.48611111 0.58333333 0.48611111 0.52777778 0.44285714],0.537037037037037,0.518518518518518,0.572961373390558,0.640776699029126,0.737430167597765,0.58659217877095,0.657534246575342,0.888888888888889,0.537037037037037,0.617647058823529,0.777777777777778,0.518518518518518,0.640144665461121,0.759656652360515,0.572961373390558
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26,12, mscn, svd,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.81428571 0.67142857 0.79411765 0.72058824 0.79411765],0.590163934426229,0.60655737704918,0.894849785407725,1,1,1,0.603174603174603,0.678571428571429,0.596861471861472,0.666666666666667,0.727272727272727,0.595779220779221,0.897703549060543,0.92274678111588,0.894849785407725
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [1.         0.99450549 0.99450549 1.         1.        ],0.768976897689769,0.818481848184818,0.91754617414248,1,1,1,0.782608695652174,0.887323943661972,0.775960108476949,0.84149855907781,0.924050632911392,0.813749454386731,0.920835972134262,0.962913907284768,0.917725021973527
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16,6, low_bits_4, svdn,894,298,298,0.6,0.2,0.2, [0.97777778 0.97222222 0.97752809 1.         0.97752809],0.664429530201342,0.677852348993289,0.868456375838926,1,1,1,0.640287769784173,0.644927536231884,0.663088768115942,0.659574468085106,0.63265306122449,0.677253682930126,0.865199449793673,0.859289617486339,0.868299162305175
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svd,40,0,40,6, low_bits_4_shifted_2, svd,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.99484536 0.99484536 0.98453608 0.99484536 0.98958333],0.574534161490683,0.552795031055901,0.825682382133995,1,1,1,0.683602771362587,0.930817610062893,0.578905737546784,0.668202764976959,0.917721518987342,0.559470515591232,0.846866485013624,0.970037453183521,0.826572364076347
svm_model_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32,12, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.63888889 0.69444444 0.65277778 0.65714286 0.72857143],0.545454545454545,0.472727272727273,0.88412017167382,1,1,1,0.698795180722892,1,0.519230769230769,0.641975308641975,1,0.5,0.896153846153846,1,0.88412017167382
svm_model_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8,6, low_bits_3, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.98888889 0.98333333 0.97777778 0.99438202 0.98876404],0.768456375838926,0.731543624161074,0.894101876675603,0.989921612541993,0.986607142857143,0.989955357142857,0.787692307692308,0.847682119205298,0.767378474568635,0.72972972972973,0.824427480916031,0.741555057823285,0.895640686922061,0.928767123287671,0.894829755869557
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,954,318,318,0.6,0.2,0.2, [0.94791667 1.         0.96315789 0.96842105 0.96842105],0.528301886792453,0.506289308176101,0.80503144654088,0.996845425867508,0.993710691823899,0.996855345911949,0.550898203592814,0.582278481012658,0.528639240506329,0.536873156342183,0.558282208588957,0.504947555907382,0.809113300492611,0.823308270676692,0.804962216146427
ensemble_model_N40_B0_E40_nb_zones_6_lab_svd,40,0,40,6, lab, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [1.         1.         0.99425287 1.         1.        ],0.648275862068966,0.66551724137931,0.862947658402204,1,1,1,0.722826086956522,0.93006993006993,0.652109794966938,0.742705570291777,0.927152317880795,0.654223640954786,0.876932591218305,0.971232876712329,0.862347740295222
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,966,322,322,0.6,0.2,0.2, [1.         1.         1.         0.99479167 0.99479167],0.739130434782609,0.717391304347826,0.891304347826087,1,1,1,0.76271186440678,0.870967741935484,0.743867104500676,0.752043596730245,0.896103896103896,0.724837662337662,0.896265560165975,0.954545454545455,0.892309402089353
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26,6, low_bits_2, svdn,924,308,308,0.6,0.2,0.2, [0.90322581 0.92473118 0.89130435 0.91304348 0.90217391],0.788961038961039,0.808441558441558,0.866883116883117,0.913921360255048,0.930735930735931,0.912337662337662,0.81994459833795,0.925,0.783445945945946,0.823880597014925,0.901960784313726,0.809044908285895,0.874770922419059,0.923870967741935,0.86651064726966
ensemble_model_v2_N40_B0_E40_nb_zones_10_mscn_svdne,40,0,40, zones, mscn, svdne,308,102,102,0.6015625,0.19921875,0.19921875, [0.80645161 0.77419355 0.79032258 0.75806452 0.78333333],0.582278481012658,0.506329113924051,0.841201716738197,0.993464052287582,0.987012987012987,0.993506493506493,0.65979381443299,0.680851063829787,0.559175531914894,0.518518518518518,0.65625,0.530252659574468,0.847107438016529,0.879828326180257,0.841201716738197
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4,6, low_bits_3, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.99468085 0.98404255 0.98387097 0.99462366 0.99462366],0.739549839228296,0.726688102893891,0.892030848329049,0.997854077253219,0.995717344753747,0.997858672376874,0.770538243626062,0.918918918918919,0.747803017741668,0.775725593667546,0.91875,0.72096440397351,0.899038461538461,0.965161290322581,0.892311759117757
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16,12, mscn, svdn,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.68918919 0.80555556 0.72222222 0.73611111 0.77777778],0.519230769230769,0.634615384615385,0.905579399141631,1,1,1,0.576271186440678,0.739130434782609,0.541979010494753,0.641509433962264,0.586206896551724,0.640929535232384,0.907172995780591,0.92274678111588,0.905579399141631
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8,6, low_bits_4, svdne,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [1.         0.98484848 1.         0.99494949 0.99494949],0.584848484848485,0.596969696969697,0.835956416464891,0.998990918264379,0.997983870967742,0.998991935483871,0.573208722741433,0.571428571428571,0.584530853761623,0.590769230769231,0.551724137931034,0.599580017683466,0.834453268173488,0.821901323706378,0.836042013862933
svm_model_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8,12, mscn, svdne,360,120,120,0.6,0.2,0.2, [0.59722222 0.54166667 0.625      0.625      0.51388889],0.547169811320755,0.433962264150943,0.639484978540773,0.668604651162791,0.638888888888889,0.683333333333333,0.675675675675676,0.862068965517241,0.514367816091954,0.594594594594595,0.916666666666667,0.475574712643678,0.658536585365854,0.695278969957082,0.639484978540772
svm_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdne,4,0,4,6, low_bits_4_shifted_2, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.97282609 0.9673913  0.98913043 0.93478261 0.97282609],0.581699346405229,0.5,0.804830287206266,0.980645161290322,0.991304347826087,0.980434782608696,0.546099290780142,0.534722222222222,0.57908950617284,0.484848484848485,0.439024390243902,0.504723462727585,0.801855533465872,0.787760416666667,0.804874972731239
ensemble_model_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.66666667 0.58571429 0.74285714 0.67142857 0.74285714],0.456140350877193,0.526315789473684,0.875536480686695,1,1,1,0.550724637681159,0.655172413793103,0.452586206896552,0.597014925373134,0.714285714285714,0.529556650246305,0.881147540983607,0.92274678111588,0.875536480686695
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,804,268,268,0.6,0.2,0.2, [0.95679012 0.94444444 0.925      0.9375     0.95625   ],0.82089552238806,0.817164179104478,0.924626865671642,0.995049504950495,1,0.99502487562189,0.822222222222222,0.840909090909091,0.821189839572192,0.803212851405622,0.840336134453782,0.819496926287293,0.92388847023361,0.93874425727412,0.924976204328472
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svd,32,0,32, zones, low_bits_4_shifted_2, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [1.         1.         0.99404762 0.99404762 1.        ],0.557142857142857,0.617857142857143,0.835235378031384,1,1,1,0.62874251497006,0.772058823529412,0.563112745098039,0.684365781710914,0.805555555555556,0.61233660130719,0.847524752475247,0.91583452211127,0.835235378031384
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4,6, low_bits_4, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.98295455 0.99425287 0.97701149 0.98850575 0.98275862],0.593103448275862,0.579310344827586,0.833333333333333,0.997706422018349,0.997706422018349,0.997706422018349,0.662857142857143,0.778523489932886,0.587843305250131,0.651428571428572,0.75,0.570652173913043,0.846055979643766,0.902306648575305,0.832272205406534
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svd,26,0,26, zones, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.71428571 0.8        0.7        0.65714286 0.81428571],0.758620689655172,0.620689655172414,0.92274678111588,1,1,1,0.758620689655172,0.733333333333333,0.75952380952381,0.65625,0.75,0.625,0.923728813559322,0.935622317596567,0.92274678111588
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8,6, low_bits_2, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.93010753 0.93010753 0.91935484 0.94565217 0.89130435],0.821428571428571,0.87012987012987,0.912451361867704,0.95850622406639,0.997840172786177,0.956803455723542,0.833836858006042,0.878980891719745,0.820285147846628,0.875,0.927152317880795,0.871219471042308,0.91640866873065,0.959792477302205,0.912451361867704
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.91666667 0.93333333 0.93888889 0.90449438 0.94382022],0.808724832214765,0.818791946308725,0.914879356568365,0.982456140350877,1,0.982142857142857,0.825688073394495,0.9,0.808108108108108,0.829113924050633,0.929078014184397,0.824411618557167,0.918327974276527,0.96617050067659,0.915356166672956
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4,6, low_bits_2, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.94047619 0.95238095 0.92261905 0.92857143 0.97590361],0.795698924731183,0.806451612903226,0.899713467048711,0.966318234610918,0.992840095465394,0.965393794749403,0.786516853932584,0.91304347826087,0.813229056203605,0.828025477707006,0.884353741496599,0.802025355596784,0.902912621359223,0.955947136563876,0.901050491358862
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26,6, low_bits_5, svdn,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.97252747 0.96666667 0.98888889 0.98888889 0.97222222],0.65,0.63,0.85219707057257,0.993303571428571,0.98669623059867,0.993348115299335,0.662379421221865,0.695945945945946,0.650604551920342,0.638436482084691,0.680555555555556,0.631944444444444,0.85336856010568,0.869448183041723,0.852378900480018
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [1.         1.         0.98734177 1.         1.        ],0.53030303030303,0.511363636363636,0.808623298033283,1,1,1,0.657458563535912,0.85,0.509677419354839,0.60061919504644,0.801652892561983,0.533693579148125,0.8289384719405,0.93161094224924,0.809178965100524
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.85714286 0.77941176 0.72058824 0.80882353 0.76470588],0.580645161290323,0.612903225806452,0.892703862660944,1,1,1,0.617647058823529,0.67741935483871,0.580645161290323,0.666666666666667,0.774193548387097,0.612903225806452,0.896265560165975,0.927038626609442,0.892703862660944
svm_model_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4,6, low_bits_6, svdne,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.97126437 0.98255814 0.91860465 0.95930233 0.94767442],0.547038327526132,0.536585365853659,0.803621169916434,0.977620730270907,0.962877030162413,0.977958236658933,0.57516339869281,0.633093525179856,0.549654870698036,0.536585365853658,0.55,0.536904761904762,0.804438280166436,0.816901408450704,0.803767508633066
ensemble_model_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4,6, lab, svdne,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.98765432 0.99382716 0.98148148 0.9875     0.99375   ],0.526119402985075,0.600746268656716,0.820417287630402,0.991239048811014,0.982630272952854,0.991315136476427,0.505836575875486,0.492424242424242,0.525623885918004,0.599250936329588,0.597014925373134,0.600746268656716,0.817838246409675,0.808669656203288,0.820382376392877
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26,6, low_bits_3, svdn,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.89375    0.9375     0.9        0.92405063 0.89240506],0.747169811320755,0.728301886792453,0.855957767722474,0.937046004842615,0.972361809045226,0.934673366834171,0.780327868852459,0.868613138686131,0.742900319343066,0.741007194244604,0.811023622047244,0.731598767545361,0.86444286728176,0.919939577039275,0.856054125869035
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16,6, low_bits_6, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.9382716  0.94444444 0.9691358  0.9375     0.975     ],0.529850746268657,0.526119402985075,0.805514157973174,0.99017199017199,1,0.990074441687345,0.58,0.639705882352941,0.528186274509804,0.554385964912281,0.637096774193548,0.533826164874552,0.813438170121515,0.858220211161388,0.806135142399545
svm_model_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26,6, lab, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.91052632 0.90526316 0.88829787 0.88829787 0.87234043],0.547770700636943,0.509554140127389,0.7735368956743,0.932584269662921,0.879237288135593,0.936440677966102,0.598870056497175,0.716216216216216,0.556903288831,0.564971751412429,0.666666666666667,0.516260162601626,0.777221526908636,0.806493506493506,0.774194384169446
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32,6, low_bits_2, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.94117647 0.93452381 0.89285714 0.93452381 0.91666667],0.814285714285714,0.842857142857143,0.88944365192582,0.93287827076223,0.973871733966746,0.929928741092637,0.818181818181818,0.9140625,0.822162828947368,0.865853658536585,0.940397350993378,0.834539760768006,0.896182183523108,0.955714285714286,0.889538054538055
svm_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdne,8,0,8,6, low_bits_4_shifted_2, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.98295455 0.98295455 0.98850575 0.98850575 1.        ],0.529209621993127,0.525773195876289,0.811126373626374,1,1,1,0.436213991769547,0.321212121212121,0.561399711399711,0.342857142857143,0.258992805755396,0.514364823930329,0.79276563677468,0.709851551956815,0.812967734020365
ensemble_model_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8,12, mscn, svdne,328,109,109,0.600732600732601,0.1996336996337,0.1996336996337, [0.66666667 0.72727273 0.63636364 0.77272727 0.671875  ],0.492753623188406,0.550724637681159,0.858369098712446,1,1,1,0.578313253012048,0.705882352941176,0.495798319327731,0.659340659340659,0.857142857142857,0.546218487394958,0.868525896414343,0.935622317596567,0.858369098712446
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.99390244 1.         1.         1.         1.        ],0.660516605166052,0.66789667896679,0.865781710914454,1,1,1,0.717791411042945,0.893129770992366,0.667993456924755,0.703947368421053,0.829457364341085,0.675292062452233,0.873961218836565,0.946026986506747,0.867062840132909
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svdn,16,0,16, zones, mscn, svdn,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.7        0.65714286 0.79411765 0.77941176 0.83823529],0.524590163934426,0.688524590163934,0.894849785407725,0.997101449275362,1,0.997093023255814,0.491228070175439,0.411764705882353,0.53921568627451,0.666666666666667,0.703703703703704,0.690087145969499,0.893246187363834,0.879828326180257,0.894849785407725
ensemble_model_v2_N4_B0_E4_nb_zones_12_mscn_svdne,4,0,4, zones, mscn, svdne,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.72058824 0.67647059 0.74242424 0.68181818 0.72727273],0.515151515151515,0.53030303030303,0.854077253218884,0.985074626865672,0.988023952095808,0.98502994011976,0.483870967741936,0.46875,0.513786764705882,0.597402597402597,0.676470588235294,0.525735294117647,0.856540084388186,0.871244635193133,0.854077253218884
svm_model_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40,12, mscn, svd,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.55882353 0.69117647 0.64705882 0.63235294 0.62121212],0.515625,0.484375,0.862660944206009,1,1,1,0.680412371134021,1,0.5,0.652631578947368,1,0.5,0.879245283018868,1,0.862660944206009
ensemble_model_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16,6, lab, svdn,804,268,268,0.6,0.2,0.2, [0.9691358  0.98148148 0.96875    0.9875     0.9625    ],0.48134328358209,0.458955223880597,0.788059701492537,1,1,1,0.519031141868512,0.559701492537313,0.48134328358209,0.521452145214521,0.6171875,0.465736607142857,0.796561604584527,0.837349397590361,0.788497184002281
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svd,32,0,32, zones, lab, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [1.         1.         0.98192771 0.9939759  1.        ],0.545126353790614,0.581227436823105,0.825396825396825,1,1,1,0.668421052631579,0.933823529411765,0.552018147684606,0.712871287128713,0.941176470588235,0.539136622390892,0.850247524752475,0.974468085106383,0.822770019058331
svm_model_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26,12, mscn, svdn,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.6        0.61428571 0.60294118 0.64705882 0.63235294],0.60655737704918,0.60655737704918,0.682403433476395,0.719101123595506,0.744186046511628,0.709302325581395,0.657142857142857,0.71875,0.600754310344828,0.647058823529412,0.758620689655172,0.613685344827586,0.700404858299595,0.742489270386266,0.682403433476395
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,840,280,280,0.6,0.2,0.2, [0.97619048 0.95833333 0.96428571 0.99404762 0.98809524],0.575,0.589285714285714,0.830714285714286,0.99642431466031,0.995238095238095,0.996428571428571,0.631578947368421,0.693877551020408,0.5687432867884,0.607508532423208,0.64963503649635,0.590551783982441,0.837113402061856,0.865056818181818,0.830516914838035
svm_model_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52,4, mscn, svd,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.75 0.7  0.75 0.7  0.9 ],0.636363636363636,0.575757575757576,0.77710843373494,0.888888888888889,0.88,0.89,0.625,0.666666666666667,0.638888888888889,0.588235294117647,0.666666666666667,0.583333333333333,0.775757575757576,0.8,0.777906976744186
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40,6, low_bits_5, svd,1008,336,336,0.6,0.2,0.2, [1.        0.9950495 1.        1.        1.       ],0.660714285714286,0.660714285714286,0.864285714285714,1,1,1,0.712121212121212,0.898089171974522,0.675301569227485,0.725961538461538,0.888235294117647,0.65797306874557,0.874725274725275,0.957882069795427,0.865277901799952
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26,6, low_bits_4, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.97647059 0.97619048 0.98809524 0.99404762 0.98809524],0.6,0.564285714285714,0.83095577746077,0.99642431466031,0.992874109263658,0.996437054631829,0.664670658682635,0.792857142857143,0.6,0.634730538922156,0.746478873239437,0.561645233721168,0.842733908427339,0.903271692745377,0.830748864970686
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16,6, low_bits_5, svdn,906,302,302,0.6,0.2,0.2, [0.98351648 0.95054945 0.95054945 0.96666667 0.95555556],0.596026490066225,0.54635761589404,0.825827814569536,0.995594713656388,0.997792494481236,0.995584988962472,0.634730538922156,0.746478873239437,0.604489436619718,0.598240469208211,0.68,0.547236842105263,0.833859759949463,0.885906040268456,0.826613150853182
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdn,16,0,16, zones, low_bits_4_shifted_2, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.99444444 1.         0.99444444 0.98314607 1.        ],0.540268456375839,0.557046979865772,0.81970509383378,1,1,1,0.605187319884726,0.681818181818182,0.535353535353535,0.6,0.707142857142857,0.565596745027125,0.828989192625556,0.878706199460916,0.820019766397125
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4,6, low_bits_5, svdne,888,296,296,0.6,0.2,0.2, [1.         0.98314607 0.98876404 0.98876404 0.99431818],0.594594594594595,0.533783783783784,0.825,0.998872604284104,0.997747747747748,0.998873873873874,0.627329192546584,0.664473684210526,0.59265350877193,0.560509554140127,0.57516339869281,0.53233694410165,0.829940906106369,0.843791722296395,0.824768638165981
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svd,32,0,32, zones, mscn, svd,354,118,118,0.6,0.2,0.2, [0.65277778 0.69444444 0.77142857 0.7        0.74285714],0.607142857142857,0.607142857142857,0.905579399141631,1,1,1,0.645161290322581,0.740740740740741,0.611749680715198,0.645161290322581,0.689655172413793,0.604086845466156,0.907949790794979,0.931330472103004,0.905579399141631
svm_model_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8,6, lab, svdne,954,318,318,0.6,0.2,0.2, [1.         1.         1.         1.         0.99473684],0.481132075471698,0.531446540880503,0.80251572327044,1,1,1,0.429065743944637,0.392405063291139,0.48057753164557,0.53582554517134,0.521212121212121,0.53184789067142,0.79923273657289,0.78125,0.802650316455696
ensemble_model_v2_N8_B0_E8_nb_zones_12_mscn_svdne,8,0,8, zones, mscn, svdne,312,104,104,0.6,0.2,0.2, [0.578125   0.61290323 0.74193548 0.67741935 0.72580645],0.545454545454545,0.584415584415584,0.847639484978541,0.987179487179487,0.987179487179487,0.987179487179487,0.597701149425287,0.604651162790698,0.537619699042408,0.619047619047619,0.764705882352941,0.60328317373461,0.853002070393375,0.88412017167382,0.847639484978541
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8,6, low_bits_3, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [1.         0.99456522 0.98351648 1.         1.        ],0.74671052631579,0.769736842105263,0.902102496714849,0.99781181619256,0.99781181619256,0.99781181619256,0.750809061488673,0.725,0.747916666666667,0.777070063694268,0.777070063694268,0.769487412799515,0.903057905009759,0.896640826873385,0.902197418784286
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.90206186 0.91752577 0.88659794 0.93298969 0.91752577],0.851393188854489,0.78328173374613,0.900371287128713,0.957298907646475,0.993814432989691,0.955670103092783,0.857988165680473,0.917721518987342,0.852800153433065,0.816753926701571,0.906976744186046,0.774680425073156,0.906774753908512,0.960736196319018,0.899843753590221
svm_model_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16,12, mscn, svdne,360,120,120,0.6,0.2,0.2, [0.51388889 0.43055556 0.61111111 0.55555556 0.51388889],0.60377358490566,0.566037735849057,0.579399141630901,0.558139534883721,0.533333333333333,0.577777777777778,0.553191489361702,0.590909090909091,0.601906158357771,0.581818181818182,0.516129032258065,0.57624633431085,0.560538116591928,0.536480686695279,0.579399141630901
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [1.         0.98863636 0.98850575 0.96551724 0.97701149],0.745704467353952,0.718213058419244,0.891483516483516,0.997711670480549,0.997711670480549,0.997711670480549,0.753333333333333,0.856060606060606,0.755074328187536,0.748466257668712,0.829931972789116,0.717049319727891,0.894666666666667,0.937150837988827,0.892224067643062
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdn,26,0,26,6, low_bits_4_shifted_2, svdn,948,316,316,0.6,0.2,0.2, [0.97368421 0.99473684 0.98947368 0.98947368 0.99468085],0.645569620253165,0.582278481012658,0.845569620253164,1,1,1,0.629139072847682,0.582822085889571,0.647620193271583,0.535211267605634,0.503311258278146,0.5789283564118,0.840938722294654,0.818527918781726,0.845501333128237
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52,4, mscn, svd,102,34,34,0.6,0.2,0.2, [0.54545455 0.65       0.4        0.45       0.55      ],0.588235294117647,0.5,0.8,0.96969696969697,0.941176470588235,0.970588235294117,0.65,0.619047619047619,0.578754578754579,0.451612903225806,0.636363636363636,0.535573122529644,0.8,0.819277108433735,0.800443151918017
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32,6, low_bits_3, svdn,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.94186047 0.93023256 0.94767442 0.95930233 0.95930233],0.702797202797203,0.646853146853147,0.85963687150838,0.982658959537572,0.988372093023256,0.982558139534884,0.744744744744745,0.898550724637681,0.709410497453976,0.668852459016393,0.772727272727273,0.655844155844156,0.86626746506986,0.93,0.861174863387978
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.72857143 0.75714286 0.74285714 0.79411765 0.80882353],0.516666666666667,0.65,0.892703862660944,1,1,1,0.579710144927536,0.8,0.557142857142857,0.734177215189873,0.828571428571429,0.614285714285714,0.898785425101215,0.952789699570816,0.892703862660944
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.98255814 0.97674419 0.97093023 0.97647059 0.95294118],0.698245614035088,0.652631578947368,0.869565217391304,0.998830409356725,0.997663551401869,0.998831775700935,0.726114649681529,0.838235294117647,0.704352546387683,0.704477611940299,0.719512195121951,0.640747833098166,0.876329787234043,0.90521978021978,0.868799001857741
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26,6, low_bits_6, svdn,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.95959596 0.97979798 0.97979798 0.98989899 0.97959184],0.583586626139818,0.604863221884498,0.836573511543135,0.997975708502024,0.997975708502024,0.997975708502024,0.581039755351682,0.555555555555556,0.584739803094233,0.57516339869281,0.530120481927711,0.605551038509868,0.834053053670574,0.813477737665463,0.836800218525983
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26,12, mscn, svdn,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.69117647 0.6969697  0.60606061 0.72727273 0.71212121],0.552238805970149,0.671641791044776,0.886266094420601,0.996978851963746,0.993975903614458,0.996987951807229,0.625,0.735294117647059,0.549465240641711,0.725,0.878787878787879,0.674688057040998,0.892057026476578,0.939914163090129,0.886266094420601
svm_model_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8,6, low_bits_5, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [1.         0.98947368 0.9893617  1.         1.        ],0.531847133757962,0.54140127388535,0.814885496183206,1,1,1,0.62015503875969,0.714285714285714,0.518101761252446,0.610810810810811,0.758389261744966,0.551921903599756,0.828924162257495,0.893536121673004,0.814584152790525
svm_model_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54,4, mscn, svd,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.875      0.54166667 0.58333333 0.77272727 0.59090909],0.657894736842105,0.710526315789474,0.828125,0.923076923076923,0.931034482758621,0.922413793103448,0.682926829268293,0.608695652173913,0.671014492753623,0.755555555555556,0.739130434782609,0.702898550724638,0.83743842364532,0.817307692307692,0.829108391608392
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.94767442 0.96511628 0.96511628 0.93529412 0.95294118],0.72280701754386,0.768421052631579,0.891304347826087,0.988452655889145,1,0.988317757009346,0.765578635014837,0.796296296296296,0.711156278229449,0.78,0.847826086956522,0.770851818988465,0.896872920825017,0.925824175824176,0.890562517711515
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,870,290,290,0.6,0.2,0.2, [0.93103448 0.96551724 0.95977011 0.90804598 0.97701149],0.8,0.737931034482759,0.897241379310345,0.983050847457627,1,0.982758620689655,0.797202797202797,0.863636363636364,0.805235903337169,0.771084337349398,0.882758620689655,0.737931034482759,0.90086493679308,0.950842696629214,0.898185575956883
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svd,4,48,52, zones, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.70833333 0.72727273 0.77272727 0.77272727 0.63636364],0.648648648648649,0.540540540540541,0.817204301075269,0.964285714285714,0.964285714285714,0.964285714285714,0.648648648648649,0.631578947368421,0.649122807017544,0.451612903225806,0.466666666666667,0.528787878787879,0.811111111111111,0.811111111111111,0.817013888888889
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8,6, low_bits_4, svdne,924,308,308,0.6,0.2,0.2, [0.99462366 1.         1.         1.         1.        ],0.714285714285714,0.698051948051948,0.882467532467532,1,1,1,0.728395061728395,0.77124183006536,0.714653173097196,0.695081967213115,0.67948717948718,0.698296221322537,0.883451384417257,0.889753566796368,0.882458057780499
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26,6, low_bits_2, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.88095238 0.92261905 0.875      0.91071429 0.8313253 ],0.792114695340502,0.813620071684588,0.889684813753582,0.949886104783599,0.995226730310262,0.947494033412888,0.789855072463768,0.844961240310077,0.795813953488372,0.838509316770186,0.84375,0.808429621848739,0.895663956639566,0.933615819209039,0.889046281697543
svm_model_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32,12, mscn, svdn,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.77142857 0.64285714 0.61428571 0.57142857 0.71428571],0.586206896551724,0.379310344827586,0.682403433476395,0.769633507853403,0.84,0.748571428571429,0.612903225806452,0.633333333333333,0.58452380952381,0.379310344827586,0.392857142857143,0.379761904761905,0.705179282868526,0.759656652360515,0.682403433476395
ensemble_model_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16,12, mscn, svdne,328,109,109,0.600732600732601,0.1996336996337,0.1996336996337, [0.75757576 0.68181818 0.72727273 0.71212121 0.765625  ],0.594202898550725,0.594202898550725,0.879828326180257,1,1,1,0.5625,0.529411764705882,0.59327731092437,0.588235294117647,0.571428571428571,0.59453781512605,0.878260869565217,0.866952789699571,0.879828326180258
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdne,4,0,4,6, low_bits_4_shifted_2, svdne,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.98453608 0.99484536 0.98453608 1.         1.        ],0.498452012383901,0.532507739938081,0.805074257425743,0.997938144329897,0.997938144329897,0.997938144329897,0.452702702702703,0.432258064516129,0.495890937019969,0.53822629969419,0.55,0.532668711656442,0.80225988700565,0.79875,0.805012254901961
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54,4, mscn, svd,108,36,36,0.6,0.2,0.2, [0.77272727 0.86363636 0.77272727 0.81818182 0.95      ],0.555555555555556,0.583333333333333,0.805555555555556,0.962962962962963,0.962962962962963,0.962962962962963,0.578947368421053,0.785714285714286,0.597402597402597,0.634146341463415,0.722222222222222,0.583333333333333,0.812834224598931,0.883720930232558,0.808881741712024
svm_model_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16,6, low_bits_3, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.98888889 0.97752809 0.99438202 0.97752809 0.98314607],0.71043771043771,0.65993265993266,0.870794078061911,0.994413407821229,0.997757847533632,0.994394618834081,0.767567567567568,0.959459459459459,0.711273353890804,0.739018087855297,0.959731543624161,0.658919825866135,0.883777239709443,0.98250336473755,0.870794078061911
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32,6, low_bits_4, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.98235294 0.98809524 0.96428571 0.97619048 0.9702381 ],0.632142857142857,0.660714285714286,0.858059914407989,0.998810939357907,0.997624703087886,0.998812351543943,0.653198653198653,0.683098591549296,0.631404368238416,0.692556634304207,0.713333333333333,0.656666666666667,0.86247408431237,0.875175315568022,0.857761823241195
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [1.         0.98924731 1.         1.         0.99462366],0.812903225806452,0.806451612903226,0.923969072164948,1,1,1,0.840659340659341,0.932926829268293,0.805504510524557,0.826589595375723,0.89937106918239,0.803990170352784,0.928136419001218,0.965779467680608,0.923256706317368
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1000,333,333,0.600240096038415,0.199879951980792,0.199879951980792, [1.   1.   0.99 1.   1.  ],0.708708708708709,0.687687687687688,0.879351740696279,1,1,1,0.723646723646724,0.79874213836478,0.712589459986988,0.709497206703911,0.779141104294479,0.689570552147239,0.882387361029842,0.917274939172749,0.879846000392062
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [1.         1.         0.98765432 1.         0.99382716],0.577777777777778,0.566666666666667,0.82914201183432,1,1,1,0.670520231213873,0.846715328467153,0.573733604083201,0.656891495601173,0.788732394366197,0.554522447183099,0.845897264843229,0.925547445255474,0.827841188894604
svm_model_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52,4, mscn, svdn,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.58333333 0.625      0.66666667 0.63636364 0.40909091],0.526315789473684,0.368421052631579,0.697916666666667,0.866666666666667,0.896551724137931,0.862068965517241,0.307692307692308,0.285714285714286,0.476190476190476,0.454545454545454,0.434782608695652,0.35072463768116,0.694736842105263,0.694736842105263,0.697883884970157
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.99489796 1.         0.99489796 0.98969072 1.        ],0.747692307692308,0.766153846153846,0.902829028290283,1,1,1,0.758823529411765,0.80625,0.748579545454545,0.776470588235294,0.825,0.767045454545455,0.904589371980676,0.926980198019802,0.902976651577138
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svdn,26,0,26, zones, mscn, svdn,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.81428571 0.7        0.73529412 0.80882353 0.69117647],0.557377049180328,0.540983606557377,0.875536480686695,0.991304347826087,0.994186046511628,0.991279069767442,0.64,0.705882352941176,0.538126361655773,0.611111111111111,0.814814814814815,0.56917211328976,0.882113821138212,0.931330472103004,0.875536480686695
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svd,40,0,40, zones, mscn, svd,354,118,118,0.6,0.2,0.2, [0.65277778 0.84722222 0.78571429 0.68571429 0.81428571],0.464285714285714,0.5,0.875536480686695,1,1,1,0.53125,0.548387096774194,0.454193548387097,0.517241379310345,0.6,0.509677419354839,0.878151260504202,0.896995708154507,0.875536480686695
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdne,8,0,8,6, low_bits_4_shifted_2, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [1.         1.         0.99438202 1.         0.98295455],0.538983050847458,0.55593220338983,0.81910569105691,1,1,1,0.6,0.6375,0.529861111111111,0.596923076923077,0.708029197080292,0.566039914995842,0.827852998065764,0.867567567567568,0.818974001175088
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svd,8,46,54, zones, mscn, svd,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.875      0.75       0.79166667 0.77272727 0.72727273],0.657894736842105,0.5,0.817708333333333,0.974358974358974,0.982758620689655,0.974137931034483,0.763636363636364,0.84,0.573846153846154,0.512820512820513,0.833333333333333,0.58974358974359,0.834123222748815,0.926315789473684,0.818827997829625
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdn,32,0,32,6, low_bits_4_shifted_2, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.94705882 0.98235294 0.98214286 0.99404762 0.9702381 ],0.551601423487544,0.590747330960854,0.828591749644381,1,1,1,0.646067415730337,0.804195804195804,0.547025438329786,0.67966573816156,0.80794701986755,0.573204279164544,0.845413726747915,0.920391061452514,0.826862197392924
ensemble_model_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4,6, low_bits_6, svdne,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.995      0.99       0.99494949 0.99494949 1.        ],0.498489425981873,0.435045317220544,0.786835748792271,1,1,1,0.484472049689441,0.475609756097561,0.498283919964948,0.386885245901639,0.373417721518987,0.432373600643887,0.782233189389266,0.774114774114774,0.786698964118319
ensemble_model_v2_N4_B0_E4_nb_zones_6_lab_svdne,4,0,4, zones, lab, svdne,960,320,320,0.6,0.2,0.2, [0.99479167 1.         1.         0.99479167 1.        ],0.503125,0.584375,0.8175,1,1,1,0.519637462235649,0.52760736196319,0.502657184166308,0.598187311178248,0.592814371257485,0.583988884975148,0.819975339087546,0.820987654320988,0.81745585247695
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,870,290,290,0.6,0.2,0.2, [0.98850575 0.98850575 1.         0.98275862 0.99425287],0.562068965517241,0.579310344827586,0.828275862068966,1,1,1,0.544802867383512,0.496732026143791,0.565884261247078,0.564285714285714,0.52317880794702,0.581733288865596,0.825752274317705,0.798376184032476,0.828864603971231
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52,4, mscn, svdn,120,40,40,0.6,0.2,0.2, [0.58333333 0.45833333 0.45833333 0.58333333 0.58333333],0.5,0.325,0.765,1,1,1,0.375,0.428571428571429,0.483516483516483,0.341463414634146,0.35,0.325,0.756476683937824,0.776595744680851,0.765656362906463
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32,12, mscn, svdn,336,112,112,0.6,0.2,0.2, [0.76470588 0.70588235 0.69117647 0.71212121 0.78787879],0.615384615384615,0.615384615384615,0.890557939914163,0.997032640949555,1,0.99702380952381,0.719101123595506,0.941176470588235,0.599620493358634,0.683544303797468,0.870967741935484,0.626660341555977,0.899009900990099,0.974248927038627,0.890557939914163
ensemble_model_v2_N16_B0_E16_nb_zones_12_mscn_svdne,16,0,16, zones, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.69117647 0.75       0.79411765 0.75       0.63636364],0.515625,0.484375,0.856223175965665,0.991150442477876,0.994082840236686,0.99112426035503,0.617283950617284,0.735294117647059,0.500980392156863,0.547945205479452,0.666666666666667,0.495098039215686,0.864097363083164,0.914163090128755,0.856223175965665
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26,6, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.92631579 0.95789474 0.93684211 0.96315789 0.95212766],0.813291139240506,0.829113924050633,0.914556962025316,0.977319587628866,1,0.976793248945148,0.834733893557423,0.881656804733728,0.808175341142374,0.818791946308725,0.890510948905109,0.836316926966521,0.916923076923077,0.955128205128205,0.915064102564103
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.99418605 1.         0.98823529 1.         1.        ],0.757042253521127,0.774647887323944,0.90646976090014,1,1,1,0.782334384858044,0.873239436619718,0.757042253521127,0.782312925170068,0.804195804195804,0.774438327629817,0.909215017064846,0.935393258426966,0.90642902357968
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svd,40,0,40, zones, lab, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [1. 1. 1. 1. 1.],0.62457337883959,0.641638225255973,0.853342428376535,1,1,1,0.674556213017751,0.808510638297872,0.631229003359463,0.688427299703264,0.811188811188811,0.645594405594406,0.861736334405145,0.925414364640884,0.854216616282706
svm_model_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54,4, mscn, svdn,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.38461538 0.45833333 0.54166667 0.5        0.5       ],0.625,0.45,0.683168316831683,0.790697674418605,0.836065573770492,0.778688524590164,0.651162790697674,0.608695652173913,0.627877237851662,0.352941176470588,0.333333333333333,0.439393939393939,0.689320388349515,0.696078431372549,0.683039215686274
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svdn,16,0,16, zones, lab, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [1. 1. 1. 1. 1.],0.622837370242215,0.598615916955017,0.844398340248963,1,1,1,0.689458689458689,0.796052631578947,0.613354782942758,0.670454545454545,0.766233766233766,0.586820586820587,0.856779121578612,0.90945945945946,0.842831712732563
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26,6, low_bits_5, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.98913043 0.97826087 1.         0.98901099 0.98901099],0.598684210526316,0.555921052631579,0.831143232588699,1,1,1,0.616352201257862,0.685314685314685,0.603526907874734,0.579439252336449,0.592356687898089,0.554681745309589,0.834513844172569,0.856010568031704,0.831273257872061
svm_model_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8,6, low_bits_6, svdne,948,316,316,0.6,0.2,0.2, [0.99473684 0.98947368 0.98421053 1.         0.98404255],0.518987341772152,0.503164556962025,0.80379746835443,0.998944033790919,0.99789029535865,0.998945147679325,0.547619047619048,0.585987261146497,0.519408724912871,0.536873156342183,0.610738255033557,0.508961941888036,0.808877928483354,0.841025641025641,0.804262820512821
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32,6, low_bits_2, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.90322581 0.91397849 0.94623656 0.94086022 0.9076087 ],0.786407766990291,0.822006472491909,0.91267787839586,0.984978540772532,0.989224137931034,0.984913793103448,0.8,0.88,0.789056603773585,0.823151125401929,0.882758620689655,0.825525651808242,0.914176732358551,0.94729907773386,0.913293757418391
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svdn,4,48,52, zones, mscn, svdn,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.45454545 0.54545455 0.36363636 0.4        0.55      ],0.342857142857143,0.485714285714286,0.761363636363636,0.990654205607477,1,0.990566037735849,0.378378378378378,0.368421052631579,0.340460526315789,0.5,0.5625,0.491776315789474,0.766666666666667,0.784090909090909,0.761363636363636
svm_model_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16,6, low_bits_2, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.93181818 0.94886364 0.9375     0.95454545 0.93181818],0.791808873720137,0.774744027303754,0.886766712141883,0.957095709570957,0.988636363636364,0.955681818181818,0.806349206349206,0.858108108108108,0.791123019571296,0.803571428571429,0.859872611464968,0.768171599850131,0.893589743589743,0.935570469798658,0.885954444330674
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40,6, low_bits_2, svdn,986,328,328,0.600487210718636,0.199756394640682,0.199756394640682, [0.8989899  0.92424242 0.92929293 0.90816327 0.8877551 ],0.682926829268293,0.734756097560976,0.842265529841657,0.934865900383142,0.989858012170385,0.931034482758621,0.709497206703911,0.830065359477124,0.692175536881419,0.759002770083102,0.85625,0.73764880952381,0.853091321610891,0.933002481389578,0.843893585192397
svm_model_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58,4, mscn, svd,108,36,36,0.6,0.2,0.2, [0.77272727 0.81818182 0.81818182 0.81818182 0.75      ],0.527777777777778,0.5,0.805555555555556,1,1,1,0.564102564102564,0.733333333333333,0.557142857142857,0.526315789473684,0.625,0.5125,0.810810810810811,0.882352941176471,0.809597523219814
svm_model_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.68571429 0.7        0.65714286 0.67142857 0.74285714],0.5,0.620689655172414,0.744635193133047,0.801169590643275,0.782857142857143,0.805714285714286,0.431372549019608,0.379310344827586,0.5,0.56,0.482758620689655,0.620689655172414,0.7313769751693,0.695278969957082,0.744635193133047
ensemble_model_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8,6, lab, svdne,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [1. 1. 1. 1. 1.],0.578595317725752,0.578595317725752,0.831550802139037,1,1,1,0.593548387096774,0.638888888888889,0.58073476702509,0.593548387096774,0.61744966442953,0.578724832214765,0.83399209486166,0.853099730458221,0.831722279022214
svm_model_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40,12, mscn, svdn,342,114,114,0.6,0.2,0.2, [0.68571429 0.66176471 0.75       0.61764706 0.54411765],0.532258064516129,0.67741935483871,0.723175965665236,0.783783783783784,0.847953216374269,0.766081871345029,0.579710144927536,0.625,0.529166666666667,0.705882352941176,0.8,0.68125,0.745562130177515,0.811158798283262,0.723175965665236
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32,6, low_bits_6, svdn,912,304,304,0.6,0.2,0.2, [0.97282609 0.98351648 0.97252747 0.98901099 0.98901099],0.516447368421053,0.582236842105263,0.81578947368421,0.993377483443708,0.986842105263158,0.993421052631579,0.480565371024735,0.45945945945946,0.51498613998614,0.609230769230769,0.614906832298137,0.580180688876341,0.815059445178336,0.806535947712418,0.815850755313163
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.99       0.98989899 1.         1.         0.99494949],0.548484848484848,0.5,0.809927360774818,1,1,1,0.659038901601831,0.837209302325581,0.535693258757727,0.617169373549884,0.78698224852071,0.492870006247933,0.831182795698925,0.923536439665472,0.808393986703902
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16,6, low_bits_4, svdne,822,274,274,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.678832116788321,0.635036496350365,0.862773722627737,1,1,1,0.696551724137931,0.795275590551181,0.686753441534094,0.666666666666667,0.719424460431654,0.633786304289901,0.86685552407932,0.903988183161004,0.863249502835913
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54,4, mscn, svdn,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.57692308 0.65384615 0.61538462 0.65384615 0.54166667],0.452380952380952,0.547619047619048,0.80188679245283,1,1,1,0.41025641025641,0.444444444444444,0.451388888888889,0.558139534883721,0.666666666666667,0.5625,0.8,0.84,0.803928571428571
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26,6, low_bits_4, svdn,870,290,290,0.6,0.2,0.2, [0.99425287 0.97701149 0.96551724 0.98275862 0.99425287],0.689655172413793,0.689655172413793,0.875862068965517,1,1,1,0.7,0.73943661971831,0.690664255805101,0.732142857142857,0.82,0.685,0.880478087649402,0.911966987620358,0.875762193671866
ensemble_model_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26,6, lab, svdn,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [1.         0.98913043 0.97826087 0.98913043 0.98913043],0.57328990228013,0.563517915309446,0.827473958333333,1,1,1,0.624641833810888,0.698717948717949,0.571213278994736,0.601190476190476,0.660130718954248,0.563831593243358,0.835096453018046,0.871428571428571,0.827359194330474
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8,6, low_bits_5, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [1.         0.99418605 1.         1.         0.99418605],0.583916083916084,0.611888111888112,0.839385474860335,1,1,1,0.631578947368421,0.733812949640288,0.587994910194294,0.652037617554859,0.707482993197279,0.609137180051877,0.846870838881491,0.888268156424581,0.839385474860335
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svd,40,0,40, zones, low_bits_4_shifted_2, svd,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [1.         1.         1.         0.99489796 1.        ],0.641104294478528,0.634969325153374,0.855392156862745,1,1,1,0.692913385826772,0.814814814814815,0.642163504968383,0.686015831134565,0.787878787878788,0.633069828722003,0.864367816091954,0.920440636474908,0.855312342777331
svm_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdne,16,0,16,6, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [1.         0.99479167 1.         0.99473684 1.        ],0.632075471698113,0.625786163522013,0.851130653266332,0.998952879581152,0.997907949790795,0.998953974895398,0.565055762081784,0.524137931034483,0.623340641817819,0.607260726072607,0.575,0.626107594936709,0.844793713163065,0.823754789272031,0.850690744450601
svm_model_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52,4, mscn, svdne,136,45,45,0.601769911504425,0.199115044247788,0.199115044247788, [0.75       0.64285714 0.82142857 0.73076923 0.69230769],0.622222222222222,0.622222222222222,0.778761061946903,0.884057971014493,0.897058823529412,0.882352941176471,0.666666666666667,0.772727272727273,0.625494071146245,0.679245283018868,0.857142857142857,0.636904761904762,0.793388429752066,0.864864864864865,0.780258519388954
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svdn,32,0,32, zones, mscn, svdn,348,116,116,0.6,0.2,0.2, [0.75714286 0.74285714 0.8        0.75714286 0.82352941],0.542372881355932,0.627118644067797,0.892703862660944,0.997134670487106,1,0.997126436781609,0.584615384615385,0.655172413793103,0.544252873563218,0.65625,0.7,0.625862068965517,0.895397489539749,0.918454935622318,0.892703862660944
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,948,316,316,0.6,0.2,0.2, [0.98421053 1.         0.98421053 0.99473684 1.        ],0.541139240506329,0.566455696202532,0.821518987341772,1,1,1,0.645476772616137,0.840764331210191,0.543023675039058,0.668280871670702,0.836363636363636,0.553943407585792,0.840677966101695,0.934673366834171,0.820653009947698
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,876,292,292,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.636986301369863,0.698630136986301,0.867123287671233,1,1,1,0.655844155844156,0.716312056737589,0.639612982011178,0.726708074534162,0.774834437086093,0.695927856840919,0.871181938911023,0.898630136986301,0.867123287671233
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.79166667 0.875      0.58333333 0.79166667 0.72727273],0.666666666666667,0.692307692307692,0.831632653061224,0.93103448275862,0.915254237288135,0.932203389830508,0.723404255319149,0.944444444444444,0.686507936507936,0.666666666666667,0.705882352941176,0.693850267379679,0.834170854271357,0.882978723404255,0.833646224447226
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_4_shifted_2_svdne,4,0,4, zones, low_bits_4_shifted_2, svdne,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [1.         1.         1.         1.         0.98170732],0.494505494505494,0.586080586080586,0.816251830161054,1,1,1,0.527397260273973,0.620967741935484,0.505114743450963,0.660660660660661,0.718954248366013,0.56781045751634,0.826297577854671,0.868995633187773,0.815941115562958
svm_model_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32,6, lab, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.92307692 0.95604396 0.94444444 0.94444444 0.92777778],0.478405315614618,0.495016611295681,0.772908366533865,0.962371721778791,0.933628318584071,0.963495575221239,0.498402555910543,0.509803921568627,0.477874933757287,0.565714285714286,0.664429530201342,0.496688449311197,0.777922077922078,0.794429708222812,0.772879747728427
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svdn,8,46,54, zones, mscn, svdn,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.58333333 0.54166667 0.79166667 0.54166667 0.68181818],0.666666666666667,0.461538461538462,0.826530612244898,1,1,1,0.711111111111111,0.695652173913043,0.660326086956522,0.487804878048781,0.625,0.486413043478261,0.833333333333333,0.86734693877551,0.826530612244898
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32,6, low_bits_5, svdn,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.99494949 0.96938776 0.98979592 0.97959184 0.98979592],0.559633027522936,0.605504587155963,0.833129584352078,1,1,1,0.60655737704918,0.627118644067797,0.553559322033898,0.60790273556231,0.62111801242236,0.605739729102746,0.837209302325581,0.846803377563329,0.83294320055366
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.87195122 0.89506173 0.88271605 0.91975309 0.88888889],0.811111111111111,0.777777777777778,0.885355029585799,0.948598130841122,1,0.945812807881774,0.814545454545454,0.854961832061069,0.81237300236147,0.803921568627451,0.836734693877551,0.772025883524141,0.892136395267919,0.937134502923977,0.884734916132647
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4,8, low_bits_3, svd,1170,390,390,0.6,0.2,0.2, [0.97435897 0.97863248 1.         0.97435897 0.98717949],0.582051282051282,0.523076923076923,0.82,0.998290598290598,0.998290598290598,0.998290598290598,0.705244122965642,0.955882352941176,0.563962681846932,0.651685393258427,0.950819672131148,0.547873604181516,0.844483828090385,0.980452674897119,0.820492186119316
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdn,26,0,26,6, low_bits_4_shifted_2, svdn,870,290,290,0.6,0.2,0.2, [1.         0.98275862 0.98850575 0.98275862 0.99425287],0.613793103448276,0.582758620689655,0.839310344827586,1,1,1,0.66060606060606,0.807407407407407,0.626284348864994,0.668493150684932,0.80794701986755,0.573038258135214,0.85111821086262,0.92371705963939,0.839773481808721
ensemble_model_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.78571429 0.7        0.77941176 0.79411765 0.82352941],0.491803278688525,0.622950819672131,0.881974248927039,0.997101449275362,1,0.997093023255814,0.474576271186441,0.5,0.492424242424242,0.634920634920635,0.606060606060606,0.624458874458874,0.882226980728051,0.88412017167382,0.881974248927039
ensemble_model_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.53846154 0.61538462 0.66666667 0.625      0.66666667],0.463414634146341,0.439024390243902,0.766990291262136,0.976377952755905,1,0.975806451612903,0.576923076923077,0.75,0.470238095238095,0.581818181818182,0.592592592592593,0.367724867724868,0.794871794871795,0.853211009174312,0.761657050978909
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32,6, low_bits_3, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.8988764  0.88764045 0.90449438 0.93820225 0.92134831],0.726351351351351,0.766891891891892,0.885290148448043,0.977924944812362,0.995505617977528,0.97752808988764,0.746081504702194,0.815068493150685,0.727534246575342,0.779552715654952,0.813333333333333,0.766255707762557,0.889466840052016,0.923076923076923,0.885290148448043
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svd,16,42,58, zones, mscn, svd,144,48,48,0.6,0.2,0.2, [0.8        0.63333333 0.82142857 0.78571429 0.71428571],0.541666666666667,0.458333333333333,0.791666666666667,0.986111111111111,0.986111111111111,0.986111111111111,0.5,0.44,0.546086956521739,0.48,0.4,0.477777777777778,0.789915966386555,0.740157480314961,0.794857501219427
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40,12, mscn, svdn,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.80555556 0.85714286 0.72857143 0.78571429 0.74285714],0.526315789473684,0.614035087719298,0.892703862660944,0.997167138810198,1,0.997159090909091,0.597014925373134,0.769230769230769,0.54590570719603,0.694444444444444,0.806451612903226,0.595533498759305,0.898373983739837,0.948497854077253,0.892703862660944
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_4_shifted_2_svdne,8,0,8, zones, low_bits_4_shifted_2, svdne,808,269,269,0.600297176820208,0.199851411589896,0.199851411589896, [0.99382716 1.         0.99382716 1.         1.        ],0.591078066914498,0.605947955390335,0.839524517087667,1,1,1,0.623287671232877,0.664233576642336,0.589692545896925,0.626760563380282,0.679389312977099,0.607810598517535,0.84393063583815,0.869047619047619,0.839568319909566
svm_model_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.875      0.81818182 0.86363636 0.81818182 0.86363636],0.486486486486487,0.648648648648649,0.78494623655914,0.927272727272727,0.910714285714286,0.928571428571428,0.595744680851064,0.636363636363636,0.451515151515152,0.666666666666667,0.764705882352941,0.657352941176471,0.795918367346939,0.821052631578947,0.784152689415847
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26,6, low_bits_6, svdn,906,302,302,0.6,0.2,0.2, [0.98901099 0.98901099 0.98351648 0.97777778 0.98888889],0.622516556291391,0.615894039735099,0.847682119205298,1,1,1,0.639240506329114,0.673333333333333,0.622850877192982,0.6375,0.662337662337662,0.614952614952615,0.850843060959793,0.866578599735799,0.847631929349971
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16,6, low_bits_3, svdne,998,332,332,0.600481347773767,0.199759326113117,0.199759326113117, [0.995      0.98       1.         1.         0.98989899],0.810240963855422,0.756024096385542,0.913357400722022,1,1,1,0.808510638297872,0.815950920245399,0.810342324028025,0.755287009063444,0.744047619047619,0.756170150987224,0.913148371531966,0.912048192771084,0.913355827154773
ensemble_model_v2_N4_B0_E4_nb_zones_6_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [1.         0.98876404 1.         1.         1.        ],0.488135593220339,0.51864406779661,0.801490514905149,1,1,1,0.559766763848396,0.666666666666667,0.492273730684327,0.594285714285714,0.707482993197279,0.51928203713918,0.81443951868271,0.876021798365123,0.801892300799812
svm_model_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32,12, mscn, svdne,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.62162162 0.72222222 0.66666667 0.66666667 0.79166667],0.673076923076923,0.576923076923077,0.776824034334764,0.818941504178273,0.812154696132597,0.820441988950276,0.585365853658537,0.521739130434783,0.657421289355322,0.607142857142857,0.586206896551724,0.575712143928036,0.771929824561403,0.755364806866953,0.776824034334764
ensemble_model_v2_N4_B48_E52_nb_zones_4_mscn_svdne,4,48,52, zones, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.79166667 0.66666667 0.81818182 0.72727273 0.77272727],0.552631578947368,0.657894736842105,0.826315789473684,0.972972972972973,0.947368421052632,0.973684210526316,0.514285714285714,0.5625,0.553977272727273,0.723404255319149,0.772727272727273,0.636363636363636,0.829015544041451,0.842105263157895,0.826315789473684
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40,6, low_bits_3, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.90697674 0.95348837 0.94117647 0.96470588 0.92352941],0.767605633802817,0.774647887323944,0.892405063291139,0.973654066437572,0.995316159250586,0.973067915690866,0.8,0.929577464788732,0.767605633802817,0.796178343949045,0.93984962406015,0.784494348453916,0.899143045484509,0.971509971509972,0.893393874643875
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [1. 1. 1. 1. 1.],0.65,0.66,0.862183754993342,1,1,1,0.742014742014742,0.937888198757764,0.627217480673846,0.728723404255319,0.919463087248322,0.661718298591048,0.877151335311573,0.971090670170828,0.860714026043579
svm_model_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58,4, mscn, svdn,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.38461538 0.33333333 0.375      0.41666667 0.54166667],0.65,0.5,0.603960396039604,0.610169491525424,0.590163934426229,0.622950819672131,0.65,0.68421052631579,0.651629072681704,0.473684210526316,0.428571428571429,0.503759398496241,0.591836734693878,0.574257425742574,0.603960396039604
svm_model_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16,6, low_bits_6, svdne,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [1.         0.99390244 0.98780488 0.99390244 0.98148148],0.558823529411765,0.580882352941176,0.828193832599119,1,1,1,0.541984732824427,0.510791366906475,0.559906961648726,0.462264150943396,0.395161290322581,0.565823888404533,0.818885448916409,0.787202380952381,0.827659161490683
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4,8, low_bits_2, svd,1230,410,410,0.6,0.2,0.2, [0.95934959 0.90243902 0.94715447 0.93089431 0.94308943],0.770731707317073,0.739024390243902,0.870243902439024,0.949258391881343,0.988617886178862,0.947154471544715,0.758974358974359,0.721951219512195,0.770731707317073,0.724935732647815,0.694581280788177,0.738594988220176,0.870873786407767,0.87683284457478,0.870256733874537
ensemble_model_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54,4, mscn, svdne,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.63636364 0.81818182 0.72727273 0.75       0.7       ],0.571428571428571,0.571428571428571,0.823863636363636,0.99047619047619,0.981132075471698,0.990566037735849,0.571428571428571,0.588235294117647,0.571895424836601,0.594594594594595,0.611111111111111,0.570261437908497,0.824858757062147,0.829545454545455,0.823863636363636
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8,8, low_bits_2, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.96610169 0.97033898 0.93644068 0.96610169 0.97008547],0.732142857142857,0.737244897959184,0.883282364933741,0.982397317686505,0.99490662139219,0.982173174872666,0.710743801652893,0.66839378238342,0.731181815814826,0.719346049046322,0.656716417910448,0.73935297335313,0.880915236609464,0.861648016276704,0.883326561764501
ensemble_model_v2_N26_B0_E26_nb_zones_12_mscn_svdne,26,0,26, zones, mscn, svdne,330,110,110,0.6,0.2,0.2, [0.74242424 0.71212121 0.72727273 0.84848485 0.74242424],0.544117647058823,0.558823529411765,0.862660944206009,0.990990990990991,1,0.990909090909091,0.563380281690141,0.666666666666667,0.557017543859649,0.571428571428571,0.526315789473684,0.563157894736842,0.864978902953587,0.879828326180257,0.862660944206009
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40,6, low_bits_4, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.9939759  0.98795181 0.96385542 0.98795181 0.98795181],0.623188405797101,0.648550724637681,0.854558610709117,1,1,1,0.680981595092024,0.874015748031496,0.641705860592929,0.703363914373089,0.787671232876712,0.639989462592202,0.864463924477411,0.931686046511628,0.854892014610281
ensemble_model_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8,6, low_bits_6, svdne,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.99411765 1.         0.98809524 1.         0.99404762],0.512455516014235,0.526690391459075,0.807965860597439,1,1,1,0.501818181818182,0.48936170212766,0.512537993920973,0.490421455938697,0.453900709219858,0.526950354609929,0.804347826086956,0.788352272727273,0.8079938001813
svm_model_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.77777778 0.80555556 0.69444444 0.69444444 0.77777778],0.566666666666667,0.45,0.74,0.897297297297297,0.922222222222222,0.894444444444444,0.638888888888889,0.676470588235294,0.549773755656109,0.476190476190476,0.6,0.471428571428571,0.75625,0.812080536912752,0.740477354549091
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32,6, low_bits_4, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.98421053 0.97894737 0.99468085 0.99468085 0.98404255],0.671974522292994,0.64968152866242,0.864503816793893,1,1,1,0.679127725856698,0.644970414201183,0.674209345031626,0.654088050314465,0.645962732919255,0.649778752080542,0.865445356917246,0.854114713216958,0.864719694270816
ensemble_model_v2_N8_B0_E8_nb_zones_6_lab_svdne,8,0,8, zones, lab, svdne,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [1. 1. 1. 1. 1.],0.549242424242424,0.602272727272727,0.830559757942511,1,1,1,0.557620817843866,0.663716814159292,0.563646486549845,0.666666666666667,0.664556962025316,0.586995462144734,0.83744557329463,0.86377245508982,0.830204270358366
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16,6, low_bits_2, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.92352941 0.91764706 0.93529412 0.91764706 0.89285714],0.794326241134752,0.776595744680851,0.894475920679887,0.968036529680365,1,0.966981132075472,0.809210526315789,0.891304347826087,0.796346618357488,0.801261829652997,0.888111888111888,0.774991195854505,0.900467601870407,0.956028368794326,0.89456298213408
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58,4, mscn, svdn,108,36,36,0.6,0.2,0.2, [0.59090909 0.45454545 0.72727273 0.45454545 0.65      ],0.555555555555556,0.472222222222222,0.805555555555556,1,1,1,0.619047619047619,0.590909090909091,0.545454545454545,0.486486486486487,0.6,0.490476190476191,0.812834224598931,0.835164835164835,0.80522286702062
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.97191011 0.96629213 0.9494382  0.93820225 0.9494382 ],0.787162162162162,0.814189189189189,0.91497975708502,0.99109131403118,1,0.991011235955056,0.806153846153846,0.845161290322581,0.784282772820865,0.817275747508306,0.866197183098591,0.816215474666179,0.917322834645669,0.942048517520215,0.914943177679027
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svdn,40,0,40, zones, mscn, svdn,366,122,122,0.6,0.2,0.2, [0.82432432 0.75675676 0.81081081 0.84722222 0.75      ],0.7,0.64,0.924892703862661,0.994565217391304,1,0.994535519125683,0.594594594594595,0.423076923076923,0.711538461538462,0.625,0.625,0.639423076923077,0.922737306843267,0.896995708154507,0.924892703862661
ensemble_model_v2_N8_B46_E54_nb_zones_4_mscn_svdne,8,46,54, zones, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.61538462 0.80769231 0.73076923 0.61538462 0.61538462],0.697674418604651,0.581395348837209,0.847222222222222,0.984615384615385,0.984615384615385,0.984615384615385,0.723404255319149,0.772727272727273,0.695887445887446,0.571428571428571,0.75,0.615740740740741,0.849315068493151,0.902912621359223,0.849686399175187
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4,8, low_bits_4, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.99603175 1.         0.996      0.996      1.        ],0.537170263788969,0.563549160671463,0.820230105465005,1,1,1,0.663176265270506,0.945273631840796,0.551340519624102,0.693602693602694,0.971698113207547,0.556580763920847,0.844977263331955,0.983638113570741,0.820854395849363
svm_model_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16,6, lab, svdne,876,292,292,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.476027397260274,0.527397260273973,0.800684931506849,1,1,1,0.583106267029973,0.677215189873418,0.458010580011336,0.612359550561798,0.751724137931034,0.528923293455313,0.818011257035647,0.882591093117409,0.799431846975951
svm_model_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.83333333 0.77272727 0.77272727 0.63636364 0.86363636],0.486486486486487,0.540540540540541,0.801075268817204,0.991150442477876,1,0.991071428571428,0.558139534883721,0.545454545454545,0.472727272727273,0.585365853658537,0.571428571428571,0.535714285714286,0.812182741116751,0.808080808080808,0.800592128178335
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40,6, low_bits_6, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.98295455 0.95454545 0.96590909 0.98295455 0.98863636],0.665529010238908,0.593856655290102,0.851978171896316,1,1,1,0.721590909090909,0.835526315789474,0.658897909667787,0.664788732394366,0.732919254658385,0.578580839450405,0.863264020163831,0.909694555112882,0.850359199015066
ensemble_model_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32,12, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.78571429 0.83823529 0.73529412 0.77941176 0.80882353],0.645161290322581,0.548387096774194,0.886266094420601,0.991253644314869,0.994152046783626,0.991228070175438,0.685714285714286,0.727272727272727,0.639498432601881,0.5625,0.620689655172414,0.552769070010449,0.888888888888889,0.909871244635193,0.886266094420601
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdn,32,0,32,6, low_bits_4_shifted_2, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.98863636 0.97727273 0.97727273 0.97727273 0.99431818],0.566552901023891,0.522184300341297,0.817871759890859,1,1,1,0.517110266159696,0.45945945945946,0.567660764212488,0.5,0.469798657718121,0.523093773303505,0.812368236120872,0.784260515603799,0.818056183727826
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52,6, mscn, svd,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.63888889 0.63888889 0.63888889 0.73529412 0.67647059],0.551724137931034,0.586206896551724,0.791095890410959,0.93491124260355,0.897727272727273,0.9375,0.59375,0.76,0.576969696969697,0.657142857142857,0.696969696969697,0.568484848484848,0.798679867986799,0.828767123287671,0.791095890410959
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,906,302,302,0.6,0.2,0.2, [0.99450549 1.         1.         0.99444444 1.        ],0.533112582781457,0.589403973509934,0.824503311258278,1,1,1,0.633766233766234,0.818791946308725,0.536846953546519,0.655555555555555,0.746835443037975,0.581751054852321,0.839491217443973,0.911842105263158,0.823921052631579
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.98795181 0.96987952 1.         1.         0.97560976],0.543795620437956,0.518248175182482,0.81268221574344,1,1,1,0.635568513119533,0.813432835820895,0.549573560767591,0.609467455621302,0.762962962962963,0.521769251265654,0.829235880398671,0.916299559471366,0.813431979446247
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svdn,16,42,58, zones, mscn, svdn,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.77272727 0.77272727 0.63636364 0.65       0.5       ],0.485714285714286,0.457142857142857,0.789772727272727,1,1,1,0.5,0.473684210526316,0.486842105263158,0.424242424242424,0.538461538461538,0.473776223776224,0.788571428571429,0.811764705882353,0.790497737556561
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.88235294 0.91666667 0.86904762 0.9047619  0.88095238],0.803571428571429,0.8,0.893723252496434,0.956719817767654,0.997624703087886,0.954869358669834,0.819672131147541,0.880281690140845,0.802459685650133,0.808219178082192,0.836879432624114,0.799734680340834,0.898983050847458,0.941761363636364,0.893516784970044
svm_model_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54,6, mscn, svd,148,49,49,0.601626016260163,0.199186991869919,0.199186991869919, [0.7        0.6        0.73333333 0.6        0.57142857],0.571428571428571,0.530612244897959,0.727642276422764,0.836879432624114,0.797297297297297,0.844594594594595,0.571428571428571,0.538461538461538,0.573578595317726,0.549019607843137,0.636363636363636,0.54040404040404,0.721991701244813,0.713114754098361,0.727525118984664
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16,6, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [1.         1.         1.         0.98421053 0.99473684],0.677215189873418,0.661392405063291,0.867888748419722,1,1,1,0.711864406779661,0.782608695652174,0.675175315568022,0.674772036474164,0.716129032258065,0.662412342215989,0.872014696876914,0.900126422250316,0.867888748419722
svm_model_N4_B0_E4_nb_zones_8_lab_svd,4,0,4,8, lab, svd,1254,418,418,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.509569377990431,0.492822966507177,0.800478468899522,1,1,1,0.675118858954041,1,0.5,0.66025641025641,1,0.5,0.833798326026305,1,0.800287356321839
svm_model_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16,6, low_bits_5, svdne,882,294,294,0.6,0.2,0.2, [1.         1.         0.98863636 1.         0.99431818],0.510204081632653,0.530612244897959,0.808163265306122,1,1,1,0.458646616541353,0.429577464788732,0.507551890289103,0.469230769230769,0.393548387096774,0.538500812253423,0.799715909090909,0.762872628726287,0.808348882669155
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.625      0.83333333 0.75       0.875      0.68181818],0.666666666666667,0.58974358974359,0.852040816326531,1,1,1,0.73469387755102,0.9,0.660526315789474,0.692307692307692,0.9,0.581578947368421,0.867579908675799,0.95959595959596,0.850932000416536
svm_model_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40,6, lab, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.95180723 0.96987952 0.96385542 0.97590361 0.96987952],0.5,0.514492753623188,0.79232995658466,0.98159509202454,0.963855421686747,0.981927710843374,0.514084507042254,0.598360655737705,0.510219288907813,0.559210526315789,0.574324324324324,0.509818412162162,0.79543834640057,0.814598540145985,0.792521651708574
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svd,4,48,52, zones, mscn, svd,156,52,52,0.6,0.2,0.2, [0.6875     0.59375    0.625      0.73333333 0.56666667],0.692307692307692,0.596153846153846,0.830769230769231,0.95483870967742,0.948717948717949,0.955128205128205,0.757575757575757,0.961538461538462,0.692307692307692,0.666666666666667,0.777777777777778,0.588888888888889,0.845070422535211,0.916030534351145,0.830108290431386
svm_model_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58,4, mscn, svdne,126,42,42,0.6,0.2,0.2, [0.65384615 0.80769231 0.69230769 0.83333333 0.79166667],0.571428571428571,0.428571428571429,0.771428571428571,0.952380952380952,0.952380952380952,0.952380952380952,0.678571428571429,0.703703703703704,0.518518518518519,0.52,0.565217391304348,0.414187643020595,0.793103448275862,0.814159292035398,0.76790438828574
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40,6, low_bits_2, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.91011236 0.90449438 0.9494382  0.91477273 0.89204545],0.850847457627119,0.864406779661017,0.909214092140921,0.946466809421842,0.997742663656885,0.943566591422122,0.852348993288591,0.894366197183099,0.852411856761484,0.865771812080537,0.883561643835616,0.864599613864117,0.912418300653595,0.954856361149111,0.909642945675226
svm_model_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40,12, mscn, svdne,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.73529412 0.72058824 0.60294118 0.64705882 0.69117647],0.698412698412698,0.587301587301587,0.791845493562232,0.845238095238095,0.835294117647059,0.847058823529412,0.698412698412698,0.6875,0.69858870967742,0.617647058823529,0.67741935483871,0.588709677419355,0.792291220556745,0.793991416309013,0.791845493562232
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4,8, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [1.         1.         1.         1.         0.99159664],0.49748743718593,0.477386934673367,0.794974874371859,1,1,1,0.664429530201342,1,0.5,0.646258503401361,0.989583333333333,0.494791666666667,0.828427249789739,0.997973657548126,0.796594007238669
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54,6, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.60526316 0.81578947 0.73684211 0.73684211 0.76315789],0.73015873015873,0.507936507936508,0.813291139240506,0.942408376963351,0.947368421052632,0.942105263157895,0.773333333333333,0.743589743589744,0.725961538461538,0.507936507936508,0.64,0.530526315789474,0.820668693009119,0.849056603773585,0.813063333733926
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.94936709 0.92948718 0.94230769 0.94230769 0.94871795],0.719230769230769,0.723076923076923,0.886328725038402,0.996178343949044,1,0.99616368286445,0.722433460076046,0.772357723577236,0.721945285146282,0.75,0.8,0.72,0.889221556886228,0.915254237288135,0.886417317725232
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svdn,26,0,26, zones, lab, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [1. 1. 1. 1. 1.],0.557491289198606,0.498257839721254,0.811281337047354,1,1,1,0.638176638176638,0.777777777777778,0.556721056721057,0.578947368421052,0.673469387755102,0.493877551020408,0.82572347266881,0.889196675900277,0.810844836549578
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svd,4,0,4,8, low_bits_4_shifted_2, svd,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [1.         1.         1.         0.99545455 1.        ],0.504087193460491,0.460490463215259,0.793028322440087,1,1,1,0.670289855072464,1,0.5,0.630597014925373,0.994117647058824,0.497058823529412,0.82648401826484,0.998896247240618,0.795684682760094
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdne,16,0,16,6, low_bits_4_shifted_2, svdne,978,326,326,0.6,0.2,0.2, [1.         1.         1.         1.         0.99484536],0.55521472392638,0.561349693251534,0.823312883435583,1,1,1,0.564564564564564,0.583850931677019,0.555561829474873,0.59025787965616,0.651898734177215,0.564044605183846,0.826506024096386,0.849009900990099,0.823531714485317
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [1.         0.99390244 1.         1.         1.        ],0.830882352941176,0.845588235294117,0.935389133627019,1,1,1,0.836879432624114,0.808219178082192,0.832681017612524,0.847826086956522,0.854014598540146,0.845525817788591,0.936046511627907,0.930635838150289,0.935467172806488
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,966,322,322,0.6,0.2,0.2, [0.98453608 0.99484536 0.97938144 1.         0.98958333],0.683229813664596,0.65527950310559,0.867701863354037,1,1,1,0.738461538461538,0.791208791208791,0.667032967032967,0.685552407932011,0.796052631578947,0.662732198142415,0.875365710942071,0.915544675642595,0.866977886371108
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svd,26,37,63, zones, mscn, svd,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.77272727 0.72727273 0.6        0.75       0.75      ],0.705882352941176,0.617647058823529,0.86046511627907,0.990291262135922,0.980769230769231,0.990384615384615,0.6875,0.733333333333333,0.708771929824562,0.666666666666667,0.722222222222222,0.611111111111111,0.862068965517241,0.882352941176471,0.860716700473293
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8,8, low_bits_3, svd,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.98461538 0.99230769 1.         1.         0.98837209],0.664351851851852,0.641203703703704,0.860314523589269,0.998461538461538,1,0.998459167950693,0.675615212527964,0.71563981042654,0.665512212905578,0.666666666666667,0.701357466063348,0.639778259098025,0.863471971066908,0.883441258094357,0.860314523589269
ensemble_model_v2_N32_B0_E32_nb_zones_12_mscn_svdne,32,0,32, zones, mscn, svdne,360,120,120,0.6,0.2,0.2, [0.73611111 0.69444444 0.69444444 0.75       0.76388889],0.509433962264151,0.69811320754717,0.901287553648069,0.988826815642458,0.983333333333333,0.988888888888889,0.580645161290323,0.692307692307692,0.512820512820513,0.757575757575758,0.925925925925926,0.693732193732194,0.905349794238683,0.944206008583691,0.901287553648069
svm_model_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52,6, mscn, svdn,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.52777778 0.5        0.55555556 0.5        0.52941176],0.559322033898305,0.389830508474576,0.510135135135135,0.411347517730497,0.325842696629213,0.533707865168539,0.5,0.40625,0.57349537037037,0.333333333333333,0.264705882352941,0.412352941176471,0.412955465587045,0.329032258064516,0.519126058110272
ensemble_model_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58,4, mscn, svdne,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.59090909 0.72727273 0.7        0.55       0.6       ],0.470588235294118,0.588235294117647,0.755813953488372,0.903846153846154,0.903846153846154,0.903846153846154,0.4,0.545454545454545,0.490118577075099,0.65,0.619047619047619,0.578754578754579,0.758620689655172,0.785714285714286,0.756493506493506
svm_model_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26,6, low_bits_2, svdne,972,324,324,0.6,0.2,0.2, [0.98979592 0.97938144 0.9742268  0.96391753 0.97938144],0.842592592592593,0.864197530864197,0.935185185185185,0.989754098360656,0.993827160493827,0.989711934156379,0.850439882697947,0.847953216374269,0.842277261781906,0.869047619047619,0.9125,0.864786585365854,0.936479128856624,0.947368421052632,0.935078980140263
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svd,8,46,54, zones, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.72222222 0.63888889 0.69444444 0.80555556 0.76470588],0.627118644067797,0.559322033898305,0.820945945945946,0.971751412429379,0.966292134831461,0.971910112359551,0.65625,0.724137931034483,0.628735632183908,0.580645161290323,0.6,0.558620689655172,0.825082508250825,0.844594594594595,0.820945945945946
svm_model_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63,4, mscn, svdn,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.46153846 0.46153846 0.53846154 0.65384615 0.53846154],0.581395348837209,0.581395348837209,0.648148148148148,0.701492537313433,0.723076923076923,0.692307692307692,0.666666666666667,0.72,0.554444444444444,0.689655172413793,0.8,0.538888888888889,0.691056910569106,0.739130434782609,0.641842445114077
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdn,40,0,40,6, low_bits_4_shifted_2, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.97752809 0.98314607 0.98876404 0.98295455 0.97727273],0.627118644067797,0.515254237288136,0.828590785907859,1,1,1,0.583333333333333,0.55,0.623387096774194,0.483754512635379,0.449664429530201,0.51592810517606,0.82270497547302,0.801912568306011,0.828375638991715
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32,6, low_bits_6, svdn,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.98484848 0.98469388 0.99489796 0.98469388 0.98979592],0.553516819571865,0.593272171253823,0.829462102689486,1,1,1,0.5,0.459119496855346,0.550988319856244,0.526690391459075,0.432748538011696,0.600989653621232,0.820578778135048,0.777101096224117,0.829654842590586
svm_model_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.70833333 0.63636364 0.81818182 0.77272727 0.77272727],0.567567567567568,0.72972972972973,0.827956989247312,0.945454545454545,0.928571428571429,0.946428571428572,0.619047619047619,0.722222222222222,0.571637426900585,0.791666666666667,0.904761904761905,0.702380952380952,0.84,0.884210526315789,0.826720647773279
ensemble_model_v2_N8_B0_E8_nb_zones_6_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.99411765 1.         0.99404762 1.         1.        ],0.558718861209964,0.501779359430605,0.812233285917496,1,1,1,0.649717514124294,0.793103448275862,0.550963488843813,0.597701149425287,0.688741721854305,0.486678553234845,0.829236739974127,0.892757660167131,0.810477667292868
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4,8, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9875     0.99166667 0.99166667 0.9875     0.99159664],0.789473684210526,0.769423558897243,0.911823647294589,1,1,1,0.809090909090909,0.912820512820513,0.792194570135747,0.802575107296137,0.903381642512077,0.764190821256039,0.916349809885932,0.963036963036963,0.911669235287326
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8,8, low_bits_4, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [1. 1. 1. 1. 1.],0.522167487684729,0.477832512315271,0.800196850393701,1,1,1,0.66551724137931,0.932367149758454,0.513922268346564,0.624113475177305,0.916666666666667,0.500389408099688,0.828257191201354,0.970267591674926,0.801360579806182
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52,6, mscn, svdn,174,58,58,0.6,0.2,0.2, [0.55555556 0.58333333 0.64705882 0.61764706 0.5       ],0.258620689655172,0.46551724137931,0.741379310344828,0.994285714285714,1,0.994252873563218,0.35820895522388,0.413793103448276,0.258620689655172,0.491803278688525,0.517241379310345,0.46551724137931,0.752475247524752,0.786206896551724,0.741379310344828
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,876,292,292,0.6,0.2,0.2, [0.94886364 0.96590909 0.92045455 0.93103448 0.95977011],0.787671232876712,0.821917808219178,0.916438356164384,0.990950226244344,1,0.990867579908676,0.8,0.843537414965986,0.787285948862303,0.827814569536424,0.833333333333333,0.821596244131455,0.918449197860963,0.93469387755102,0.91631245601689
ensemble_model_v2_N16_B42_E58_nb_zones_4_mscn_svdne,16,42,58, zones, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.625      0.83333333 0.75       0.79166667 0.66666667],0.55,0.65,0.84,1,1,1,0.4375,0.636363636363636,0.576802507836991,0.75,0.777777777777778,0.581196581196581,0.846153846153846,0.897959183673469,0.841136454581833
ensemble_model_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.74285714 0.77142857 0.77142857 0.81428571 0.77142857],0.689655172413793,0.672413793103448,0.918454935622318,0.997134670487106,0.994285714285714,0.997142857142857,0.727272727272727,0.75,0.682692307692308,0.666666666666667,0.730769230769231,0.677884615384615,0.919491525423729,0.931330472103004,0.918454935622318
svm_model_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54,6, mscn, svdn,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.64705882 0.58823529 0.41176471 0.38235294 0.52941176],0.5,0.535714285714286,0.652482269503546,0.75,0.776470588235294,0.741176470588235,0.533333333333333,0.695652173913043,0.529644268774704,0.580645161290323,0.692307692307692,0.546153846153846,0.671140939597315,0.746268656716418,0.656918112141993
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16,6, low_bits_6, svdne,954,318,318,0.6,0.2,0.2, [1.         1.         0.99473684 1.         1.        ],0.525157232704403,0.487421383647799,0.80251572327044,1,1,1,0.607792207792208,0.790540540540541,0.542329093799682,0.572178477690289,0.751724137931034,0.50881004584413,0.817441860465116,0.912987012987013,0.805883750395945
svm_model_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26,6, low_bits_3, svdne,846,282,282,0.6,0.2,0.2, [0.94705882 0.97058824 0.99411765 0.99404762 0.97619048],0.858156028368794,0.875886524822695,0.935460992907801,0.981087470449172,0.981087470449172,0.981087470449172,0.87012987012987,0.930555555555556,0.856582125603865,0.879725085910653,0.962406015037594,0.8805318665792,0.937024221453287,0.967142857142857,0.935684104627767
ensemble_model_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32,6, lab, svdn,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.9893617  0.99468085 0.99468085 0.99468085 0.9893617 ],0.559105431309904,0.527156549520767,0.815453384418902,0.996798292422625,0.993617021276596,0.996808510638298,0.589285714285714,0.634615384615385,0.559345908868202,0.55421686746988,0.605263157894737,0.52933965348153,0.81993769470405,0.845758354755784,0.815645674839821
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svd,8,0,8,8, low_bits_4_shifted_2, svd,1146,382,382,0.6,0.2,0.2, [0.99565217 0.99130435 0.99130435 0.99122807 0.99561404],0.5,0.528795811518325,0.805759162303665,1,1,1,0.666666666666667,1,0.5,0.691780821917808,1,0.5,0.838905775075988,1,0.803495762711864
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63,4, mscn, svdn,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.75       0.63636364 0.5        0.59090909 0.54545455],0.594594594594595,0.675675675675676,0.854838709677419,1,1,1,0.444444444444444,0.545454545454545,0.58041958041958,0.647058823529412,0.5,0.716666666666667,0.84393063583815,0.820224719101124,0.853411328622727
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66,4, mscn, svd,114,38,38,0.6,0.2,0.2, [0.70833333 0.75       0.77272727 0.63636364 0.86363636],0.526315789473684,0.526315789473684,0.789473684210526,0.964912280701754,0.964912280701754,0.964912280701754,0.5,0.6,0.539130434782609,0.571428571428571,0.521739130434783,0.527536231884058,0.791666666666667,0.8,0.789473684210526
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.98421053 0.99473684 1.         0.9787234  0.99468085],0.561904761904762,0.514285714285714,0.814720812182741,0.998941798941799,0.997885835095137,0.998942917547569,0.634920634920635,0.714285714285714,0.551020408163265,0.585365853658537,0.658536585365854,0.508076239702795,0.8274231678487,0.869565217391304,0.813511532171657
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32,6, low_bits_5, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.98958333 0.984375   1.         0.96842105 0.97368421],0.509433962264151,0.493710691823899,0.800879396984925,1,1,1,0.556818181818182,0.628205128205128,0.511633428300095,0.546478873239437,0.638157894736842,0.499801838934686,0.809380637402285,0.856234096692112,0.801566179859704
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4,8, low_bits_6, svd,1218,406,406,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.470443349753695,0.53448275862069,0.800985221674877,1,1,1,0.639865996649916,1,0.5,0.696629213483146,1,0.5,0.834290401968827,1,0.800592300098717
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40,6, low_bits_4, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.96296296 0.99382716 0.99382716 0.99375    0.98125   ],0.630597014925373,0.67910447761194,0.861400894187779,0.998760842627014,1,0.998759305210918,0.689655172413793,0.802919708029197,0.626650693709255,0.732919254658385,0.900763358778626,0.683958321725079,0.871546961325967,0.940387481371088,0.861400894187779
svm_model_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58,6, mscn, svd,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.80555556 0.86111111 0.72222222 0.82352941 0.76470588],0.5,0.482758620689655,0.794520547945205,0.994350282485875,1,0.994318181818182,0.491228070175439,0.538461538461538,0.503605769230769,0.5,0.6,0.496969696969697,0.795918367346939,0.841726618705036,0.79668030281657
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svdn,4,48,52, zones, mscn, svdn,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.38888889 0.33333333 0.38888889 0.52777778 0.32352941],0.491525423728814,0.559322033898305,0.804054054054054,0.988888888888889,1,0.98876404494382,0.516129032258065,0.5,0.490740740740741,0.580645161290323,0.5625,0.559027777777778,0.809210526315789,0.803921568627451,0.804058686411628
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.98823529 0.98235294 1.         1.         0.98809524],0.74822695035461,0.723404255319149,0.894475920679887,1,1,1,0.732075471698113,0.751937984496124,0.748518011855905,0.719424460431654,0.8,0.731210191082803,0.892882818116463,0.915929203539823,0.895294302042391
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4,8, low_bits_2, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.96052632 0.96491228 0.95614035 0.9254386  0.96460177],0.796833773087071,0.762532981530343,0.890822784810127,0.966044142614601,1,0.964850615114235,0.790190735694823,0.747422680412371,0.79803566453051,0.742857142857143,0.726256983240223,0.760628491620112,0.890765171503958,0.895966029723991,0.890855132262415
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [1.         1.         0.98823529 1.         0.99411765],0.660777385159011,0.68904593639576,0.870056497175141,1,1,1,0.686274509803922,0.709459459459459,0.658433433433433,0.678832116788321,0.664285714285714,0.688786213786214,0.871328671328671,0.873772791023843,0.870030065497697
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54,6, mscn, svdn,174,58,58,0.6,0.2,0.2, [0.61111111 0.44444444 0.5        0.44117647 0.58823529],0.517241379310345,0.482758620689655,0.793103448275862,0.988636363636364,1,0.988505747126437,0.5625,0.666666666666667,0.526881720430108,0.583333333333333,0.567567567567568,0.450450450450451,0.807692307692308,0.834437086092715,0.791319262470818
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40,6, low_bits_3, svdn,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.92268041 0.90721649 0.96907216 0.92783505 0.91666667],0.826086956521739,0.826086956521739,0.910049627791563,0.967032967032967,1,0.965909090909091,0.831325301204819,0.821428571428571,0.826298701298701,0.82051282051282,0.842105263157895,0.826934984520124,0.911854103343465,0.932835820895522,0.910106029259643
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdn,26,0,26, zones, low_bits_4_shifted_2, svdn,1056,352,352,0.6,0.2,0.2, [0.99056604 0.99528302 1.         1.         0.99047619],0.559659090909091,0.576704545454545,0.827272727272727,1,1,1,0.646924829157175,0.771739130434783,0.549560041407867,0.639225181598063,0.754285714285714,0.57770782889427,0.840670859538784,0.904171364148816,0.826656128809803
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svdn,26,37,63, zones, mscn, svdn,108,36,36,0.6,0.2,0.2, [0.68181818 0.59090909 0.68181818 0.45454545 0.5       ],0.527777777777778,0.555555555555556,0.816666666666667,1,1,1,0.622222222222222,0.608695652173913,0.496655518394649,0.529411764705882,0.642857142857143,0.571428571428571,0.823529411764706,0.846153846153846,0.816335350043215
ensemble_model_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16,6, lab, svdne,924,308,308,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.487012987012987,0.558441558441558,0.809090909090909,1,1,1,0.496815286624204,0.52,0.487848101265823,0.592814371257485,0.603658536585366,0.555301490514905,0.812977099236641,0.823453608247423,0.808978113024235
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40,6, low_bits_5, svdn,912,304,304,0.6,0.2,0.2, [0.97826087 0.98901099 0.98351648 0.98901099 0.98901099],0.523026315789474,0.513157894736842,0.807236842105263,1,1,1,0.582132564841499,0.711267605633803,0.534646148495914,0.595628415300546,0.746575342465753,0.522021848448067,0.819692307692308,0.895161290322581,0.809049717326239
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svd,32,34,66, zones, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.70833333 0.77272727 0.72727273 0.77272727 0.77272727],0.756756756756757,0.702702702702703,0.876344086021505,0.972477064220183,0.946428571428571,0.973214285714286,0.709677419354839,0.611111111111111,0.752923976608187,0.702702702702703,0.68421052631579,0.703216374269006,0.870056497175141,0.827956989247312,0.876344086021505
svm_model_N4_B48_E52_nb_zones_6_mscn_svdne,4,48,52,6, mscn, svdne,144,48,48,0.6,0.2,0.2, [0.73333333 0.8        0.89285714 0.60714286 0.75      ],0.5625,0.458333333333333,0.729166666666667,0.876712328767123,0.888888888888889,0.875,0.666666666666667,0.75,0.525,0.518518518518519,0.583333333333333,0.458333333333333,0.752851711026616,0.798387096774194,0.726779755283649
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58,6, mscn, svd,200,66,66,0.602409638554217,0.198795180722892,0.198795180722892, [0.775 0.625 0.7   0.8   0.75 ],0.590909090909091,0.515151515151515,0.816265060240964,0.99009900990099,1,0.99,0.674698795180723,0.823529411764706,0.583639705882353,0.58974358974359,0.766666666666667,0.536111111111111,0.831955922865014,0.920731707317073,0.817508710801394
ensemble_model_v2_N40_B0_E40_nb_zones_12_mscn_svdne,40,0,40, zones, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.74285714 0.75       0.75       0.79411765 0.86764706],0.645161290322581,0.596774193548387,0.894849785407725,0.994152046783626,0.994152046783626,0.994152046783626,0.685714285714286,0.75,0.641666666666667,0.657534246575343,0.8,0.603125,0.898969072164948,0.935622317596567,0.894849785407725
svm_model_N8_B0_E8_nb_zones_8_lab_svd,8,0,8,8, lab, svd,1170,390,390,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.471794871794872,0.523076923076923,0.798974358974359,1,1,1,0.641114982578397,1,0.5,0.686868686868687,1,0.5,0.832335329341317,1,0.799385875127943
ensemble_model_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16,6, low_bits_5, svdne,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [1.         1.         0.99444444 1.         1.        ],0.575250836120401,0.635451505016722,0.842245989304813,1,1,1,0.596825396825397,0.706766917293233,0.588323217682761,0.699724517906336,0.79375,0.623493705035971,0.850253807106599,0.902964959568733,0.842729164134499
svm_model_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26,6, low_bits_5, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.99444444 0.98888889 1.         0.99438202 1.        ],0.563758389261745,0.543624161073825,0.82171581769437,1,1,1,0.577922077922078,0.601351351351351,0.564009009009009,0.531034482758621,0.516778523489933,0.543624161073825,0.821954484605087,0.824161073825503,0.821719091129619
svm_model_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32,6, low_bits_2, svdne,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.95744681 0.97340426 0.92021277 0.94680851 0.93548387],0.766025641025641,0.775641025641026,0.887964148527529,0.96652719665272,0.985074626865672,0.96588486140725,0.798898071625344,0.92948717948718,0.766025641025641,0.812834224598931,0.932515337423313,0.768271091530448,0.896633195510927,0.963197969543147,0.887283739293537
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8,8, low_bits_2, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.90756303 0.93697479 0.93220339 0.89830508 0.94067797],0.850253807106599,0.83756345177665,0.91683569979716,0.9664758789861,0.998310810810811,0.965371621621622,0.854320987654321,0.856435643564356,0.850092821782178,0.830687830687831,0.862637362637363,0.83933754924321,0.918245264207378,0.943647540983607,0.917104894989795
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svdn,8,46,54, zones, mscn, svdn,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.47222222 0.55555556 0.66666667 0.35294118 0.32352941],0.482758620689655,0.551724137931034,0.804794520547945,0.994285714285714,0.988636363636364,0.994318181818182,0.53125,0.485714285714286,0.481987577639752,0.566666666666667,0.548387096774194,0.551971326164875,0.809364548494983,0.785714285714286,0.805900621118012
svm_model_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63,4, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.66666667 0.75       0.83333333 0.83333333 0.625     ],0.575,0.55,0.725,0.821428571428572,0.766666666666667,0.833333333333333,0.653061224489796,0.64,0.553333333333333,0.526315789473684,0.526315789473684,0.548872180451128,0.723618090452261,0.692307692307692,0.726362179487179
svm_model_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26,6, lab, svdne,758,252,252,0.600633914421553,0.199683042789223,0.199683042789223, [1.         1.         0.99342105 1.         1.        ],0.543650793650794,0.611111111111111,0.83122028526149,1,1,1,0.559386973180077,0.584,0.543968503937008,0.631578947368421,0.694214876033058,0.614283010535613,0.834241245136187,0.8576,0.831468759811617
svm_model_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66,4, mscn, svdn,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.63636364 0.72727273 0.72727273 0.68181818 0.63636364],0.583333333333333,0.472222222222222,0.796703296703297,0.972972972972973,0.981818181818182,0.972727272727273,0.594594594594595,0.785714285714286,0.62012987012987,0.486486486486487,0.692307692307692,0.520066889632107,0.8,0.902439024390244,0.806219512195122
ensemble_model_N4_B0_E4_nb_zones_8_lab_svd,4,0,4,8, lab, svd,1152,384,384,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.502604166666667,0.489583333333333,0.7984375,1,1,1,0.650822669104205,0.927083333333333,0.502604166666667,0.641025641025641,0.977653631284916,0.520534132715629,0.827616926503341,0.980992608236536,0.800876571333068
ensemble_model_N4_B48_E52_nb_zones_6_mscn_svdne,4,48,52,6, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.72222222 0.61111111 0.63888889 0.66666667 0.73529412],0.542372881355932,0.677966101694915,0.827702702702703,0.971428571428571,0.955056179775281,0.97191011235955,0.490566037735849,0.619047619047619,0.55952380952381,0.72463768115942,0.694444444444444,0.673309178743961,0.828282828282828,0.842465753424658,0.827899543378996
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40,6, low_bits_6, svdn,852,284,284,0.6,0.2,0.2, [1.         0.98823529 1.         0.99411765 1.        ],0.563380281690141,0.52112676056338,0.816901408450704,1,1,1,0.575342465753425,0.622222222222222,0.566144668158091,0.524475524475524,0.490196078431373,0.52372399341416,0.818181818181818,0.819327731092437,0.816887661580213
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4,8, low_bits_4, svd,1260,420,420,0.6,0.2,0.2, [0.99603175 1.         0.99206349 0.99603175 1.        ],0.707142857142857,0.716666666666667,0.884285714285714,0.999205718824464,0.998412698412698,0.999206349206349,0.74321503131524,0.876847290640394,0.712617193707294,0.766208251473477,0.894495412844037,0.709623944045781,0.891855807743658,0.95337773549001,0.884219849632517
svm_model_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.875      0.75       0.79166667 0.83333333 0.72727273],0.666666666666667,0.58974358974359,0.852040816326531,1,1,1,0.73469387755102,0.947368421052632,0.673684210526316,0.636363636363636,0.777777777777778,0.603174603174603,0.862559241706161,0.947916666666667,0.853958333333333
svm_model_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32,6, low_bits_3, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.99418605 0.98255814 0.99418605 0.99411765 0.94117647],0.705263157894737,0.708771929824561,0.88148667601683,0.997658079625293,0.995327102803738,0.997663551401869,0.7,0.742424242424242,0.707813428401664,0.714776632302405,0.748201438848921,0.709717157780625,0.88140350877193,0.898426323319027,0.88181288655635
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_4_shifted_2_svdne,16,0,16, zones, low_bits_4_shifted_2, svdne,876,292,292,0.6,0.2,0.2, [0.99431818 1.         1.         1.         1.        ],0.530821917808219,0.595890410958904,0.825342465753425,1,1,1,0.559485530546624,0.612676056338028,0.533004694835681,0.611842105263158,0.628378378378378,0.595439189189189,0.82897384305835,0.848901098901099,0.825406833603555
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svd,16,42,58, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.78947368 0.73684211 0.71052632 0.78947368 0.83333333],0.709677419354839,0.67741935483871,0.849358974358974,0.950819672131148,0.925531914893617,0.952127659574468,0.666666666666667,0.692307692307692,0.707264957264957,0.705882352941176,0.75,0.675,0.845901639344262,0.848684210526316,0.849342105263158
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8,8, low_bits_5, svd,1158,386,386,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.458549222797928,0.510362694300518,0.793782383419689,1,1,1,0.628774422735346,1,0.5,0.675814751286449,1,0.5,0.827256944444444,1,0.796315250767656
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdn,32,0,32, zones, low_bits_4_shifted_2, svdn,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.99462366 1.         1.         0.98913043 1.        ],0.542207792207792,0.519480519480519,0.812581063553826,1,1,1,0.549520766773163,0.547770700636943,0.542097270848273,0.579545454545454,0.614457831325301,0.511454267775327,0.818353236957888,0.82824427480916,0.812270285552728
svm_model_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54,6, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.77777778 0.91666667 0.69444444 0.63888889 0.73529412],0.576271186440678,0.559322033898305,0.766891891891892,0.898876404494382,0.898876404494382,0.898876404494382,0.647887323943662,0.71875,0.563078703703704,0.580645161290323,0.72,0.580588235294118,0.778135048231511,0.828767123287671,0.767716894977169
ensemble_model_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.75       0.63636364 0.68181818 0.72727273 0.63636364],0.567567567567568,0.540540540540541,0.806451612903226,0.973451327433628,0.982142857142857,0.973214285714286,0.652173913043478,0.75,0.551470588235294,0.564102564102564,0.611111111111111,0.542397660818713,0.818181818181818,0.861702127659574,0.805851063829787
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26,6, low_bits_4, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.99468085 0.99468085 1.         1.         0.99462366],0.70096463022508,0.729903536977492,0.886246786632391,1,1,1,0.740947075208914,0.89261744966443,0.708654403844561,0.778947368421053,0.896969696969697,0.719032793690328,0.894202032277346,0.957746478873239,0.885970013630168
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66,4, mscn, svdn,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.79166667 0.54166667 0.54166667 0.77272727],0.487179487179487,0.564102564102564,0.806122448979592,0.991596638655462,1,0.991525423728814,0.565217391304348,0.52,0.474285714285714,0.638297872340426,0.75,0.55921052631579,0.820754716981132,0.836538461538462,0.804138795986622
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.8988764  0.93820225 0.92696629 0.87640449 0.93258427],0.817567567567567,0.831081081081081,0.904858299595142,0.960086299892125,1,0.958426966292135,0.843023255813953,0.953947368421053,0.813779239766082,0.85207100591716,0.923076923076923,0.825824175824176,0.912367930391548,0.97476759628154,0.903707529279316
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26,6, low_bits_2, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.88636364 0.94827586 0.9137931  0.92528736 0.89655172],0.848275862068965,0.83448275862069,0.894628099173554,0.934619506966774,1,0.930045871559633,0.868263473053892,0.960264900662252,0.843441802849111,0.845161290322581,0.992424242424242,0.847477943996931,0.902980342422321,0.990264255910987,0.895541404899559
ensemble_model_v2_N4_B48_E52_nb_zones_6_mscn_svdne,4,48,52, zones, mscn, svdne,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.70588235 0.58823529 0.67647059 0.6875     0.59375   ],0.490909090909091,0.527272727272727,0.786231884057971,0.970414201183432,0.987951807228916,0.969879518072289,0.533333333333333,0.64,0.503333333333333,0.606060606060606,0.769230769230769,0.539787798408488,0.8,0.880597014925373,0.788890056758461
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svd,4,0,4,8, low_bits_4_shifted_2, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.9957265  0.99568966 1.         0.99137931 1.        ],0.485788113695091,0.527131782945737,0.802685950413223,1,1,1,0.653913043478261,1,0.5,0.690355329949239,1,0.5,0.835910652920962,1,0.801661474558671
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.875      0.75       0.79166667 0.70833333 0.81818182],0.615384615384615,0.58974358974359,0.841836734693877,1,1,1,0.651162790697674,0.823529411764706,0.63903743315508,0.6,0.705882352941176,0.602941176470588,0.845771144278607,0.913978494623656,0.845338761874935
svm_model_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58,6, mscn, svdn,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.58333333 0.55555556 0.55555556 0.52941176 0.5       ],0.482758620689655,0.5,0.797945205479452,1,1,1,0.571428571428571,0.689655172413793,0.482758620689655,0.524590163934426,0.533333333333333,0.498809523809524,0.807817589576547,0.843537414965986,0.79763077644851
ensemble_model_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40,6, lab, svdn,852,284,284,0.6,0.2,0.2, [1.         0.99411765 0.98823529 0.99411765 0.98823529],0.545774647887324,0.528169014084507,0.814084507042253,0.99882491186839,0.997652582159624,0.998826291079812,0.644628099173554,0.835714285714286,0.549801587301587,0.641711229946524,0.827586206896552,0.521706772513024,0.833753148614609,0.931082981715893,0.813919488037072
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4,8, low_bits_5, svd,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [1.         0.99593496 0.99593496 1.         1.        ],0.506112469437653,0.515892420537897,0.804496578690127,1,1,1,0.65993265993266,0.98,0.516315789473684,0.67109634551495,0.980582524271845,0.512458749820651,0.834983498349835,0.992156862745098,0.80504529297099
ensemble_model_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54,6, mscn, svdne,196,65,65,0.601226993865031,0.199386503067485,0.199386503067485, [0.65       0.725      0.725      0.78947368 0.65789474],0.584615384615385,0.646153846153846,0.819018404907975,0.952380952380952,0.918367346938775,0.954081632653061,0.64,0.774193548387097,0.592979127134725,0.693333333333333,0.722222222222222,0.636973180076628,0.825958702064897,0.848484848484848,0.818652362130623
ensemble_model_v2_N26_B37_E63_nb_zones_4_mscn_svdne,26,37,63, zones, mscn, svdne,126,42,42,0.6,0.2,0.2, [0.76923077 0.84615385 0.73076923 0.79166667 0.83333333],0.476190476190476,0.428571428571429,0.780952380952381,1,1,1,0.592592592592593,0.64,0.437647058823529,0.52,0.68421052631579,0.450800915331808,0.8,0.85981308411215,0.779421105162871
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svdn,32,34,66, zones, mscn, svdn,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.5        0.69230769 0.69230769 0.73076923 0.61538462],0.558139534883721,0.558139534883721,0.824074074074074,1,1,1,0.512820512820513,0.5,0.554347826086957,0.595744680851064,0.518518518518518,0.571759259259259,0.824074074074074,0.794642857142857,0.825206043956044
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8,8, low_bits_3, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [1.         0.99152542 0.99576271 0.99152542 0.9957265 ],0.854591836734694,0.801020408163265,0.931192660550459,1,1,1,0.873051224944321,0.98989898989899,0.853196917629907,0.833333333333333,0.955882352941176,0.794430538172716,0.935560859188544,0.988900100908174,0.930598351174993
svm_model_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52,8, mscn, svd,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.5        0.7        0.66666667 0.70833333 0.625     ],0.617283950617284,0.567901234567901,0.694581280788177,0.764227642276423,0.770491803278688,0.762295081967213,0.626506024096386,0.702702702702703,0.624078624078624,0.597701149425287,0.65,0.56890243902439,0.701923076923077,0.733668341708543,0.695336586313209
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26,6, low_bits_3, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [1.         0.99450549 1.         0.99444444 0.97777778],0.820598006644518,0.794019933554817,0.921646746347941,0.997782705099778,0.995575221238938,0.997787610619469,0.83125,0.875,0.82005033557047,0.8,0.861111111111111,0.796797593772116,0.922976501305483,0.945187165775401,0.921802026159468
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svd,40,30,70, zones, mscn, svd,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.85 0.7  0.85 0.7  0.9 ],0.515151515151515,0.636363636363636,0.831325301204819,1,1,1,0.6,0.6,0.492307692307692,0.666666666666667,0.75,0.639705882352941,0.840909090909091,0.86046511627907,0.830232558139535
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58,6, mscn, svdn,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.52631579 0.61111111 0.41666667 0.47222222 0.36111111],0.366666666666667,0.5,0.774834437086093,1,1,1,0.457142857142857,0.5,0.357142857142857,0.558823529411765,0.655172413793103,0.505005561735261,0.7875,0.828947368421053,0.774473684210526
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,936,312,312,0.6,0.2,0.2, [1.         1.         1.         1.         0.99462366],0.528846153846154,0.583333333333333,0.822435897435897,1,1,1,0.608,0.775510204081633,0.542300556586271,0.642857142857143,0.73125,0.579440789473684,0.834626865671642,0.901935483870968,0.822942264228477
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32,6, low_bits_4, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [1.         1.         0.98765432 0.99382716 1.        ],0.718518518518519,0.711111111111111,0.886094674556213,1,1,1,0.698412698412698,0.647058823529412,0.719051799824408,0.7,0.65,0.713461538461538,0.88368580060423,0.857771260997068,0.886348317065698
ensemble_model_v2_N8_B46_E54_nb_zones_6_mscn_svdne,8,46,54, zones, mscn, svdne,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.76470588 0.76470588 0.76470588 0.59375    0.5625    ],0.509090909090909,0.509090909090909,0.797101449275362,0.98780487804878,0.975903614457831,0.987951807228916,0.557377049180328,0.586206896551724,0.504641909814324,0.571428571428571,0.75,0.536290322580645,0.805555555555555,0.852941176470588,0.797899159663865
svm_model_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.73684211 0.83333333 0.80555556 0.77777778 0.91666667],0.533333333333333,0.55,0.781456953642384,0.939226519337016,0.934065934065934,0.939560439560439,0.6,0.67741935483871,0.528364849833148,0.63013698630137,0.71875,0.537946428571429,0.796296296296296,0.837662337662338,0.780317655317655
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.99180328 0.98360656 0.98760331 0.98347107 0.98760331],0.737623762376238,0.722772277227723,0.891691394658754,0.99917695473251,1,0.999176276771005,0.781893004115226,0.917874396135266,0.733048873194536,0.76271186440678,0.9,0.724509803921569,0.899217671421997,0.963510848126233,0.891477646285338
svm_model_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.875      0.86363636 0.81818182 0.90909091 0.90909091],0.675675675675676,0.540540540540541,0.844086021505376,1,1,1,0.714285714285714,0.75,0.669117647058824,0.54054054054054,0.714285714285714,0.574534161490683,0.848167539267016,0.9,0.845833333333333
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8,8, low_bits_6, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [1.         1.         0.98290598 1.         1.        ],0.508997429305913,0.460154241645244,0.79393627954779,1,1,1,0.674616695059625,1,0.5,0.630281690140845,1,0.5,0.827378390012914,1,0.796446700507614
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4,8, low_bits_6, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [1.         0.99553571 1.         1.         1.        ],0.525469168900804,0.49597855227882,0.804394426580922,1,1,1,0.678765880217786,0.989417989417989,0.519165516448125,0.658181818181818,0.978378378378378,0.49982748706153,0.835659612787033,0.993576017130621,0.804191442041705
svm_model_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70,4, mscn, svdn,126,42,42,0.6,0.2,0.2, [0.76923077 0.42307692 0.69230769 0.75       0.625     ],0.571428571428571,0.642857142857143,0.79047619047619,0.917293233082707,0.968253968253968,0.912698412698413,0.571428571428571,0.631578947368421,0.576659038901602,0.705882352941176,0.75,0.625,0.805309734513274,0.858490566037736,0.789822206095791
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52,8, mscn, svd,246,82,82,0.6,0.2,0.2, [0.72       0.7        0.62       0.72916667 0.72916667],0.573170731707317,0.597560975609756,0.804878048780488,0.95,0.926829268292683,0.951219512195122,0.623655913978495,0.659090909090909,0.566387559808613,0.611764705882353,0.65,0.598809523809524,0.808612440191387,0.816425120772947,0.804764284524405
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdn,40,0,40,6, low_bits_4_shifted_2, svdn,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.98876404 0.99438202 0.98863636 1.         0.98863636],0.625850340136054,0.649659863945578,0.855298913043478,1,1,1,0.689265536723164,0.787096774193548,0.616569969830587,0.699708454810496,0.816326530612245,0.649659863945578,0.865275142314991,0.919354838709677,0.854595001772421
ensemble_model_v2_N16_B0_E16_nb_zones_6_lab_svdne,16,0,16, zones, lab, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [1.         1.         0.98850575 1.         1.        ],0.548611111111111,0.572916666666667,0.824549237170596,1,1,1,0.615384615384615,0.748201438848921,0.555308773115736,0.666666666666667,0.773584905660377,0.549583150504607,0.839160839160839,0.902872777017784,0.823447640266979
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svdn,16,42,58, zones, mscn, svdn,192,64,64,0.6,0.2,0.2, [0.45       0.5        0.57894737 0.65789474 0.55263158],0.453125,0.5,0.790625,1,1,1,0.507042253521127,0.5,0.446428571428571,0.515151515151515,0.515151515151515,0.499511241446725,0.796352583586626,0.793939393939394,0.790518084066471
ensemble_model_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26,6, lab, svdne,702,234,234,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.576923076923077,0.547008547008547,0.824786324786325,1,1,1,0.614785992217899,0.669491525423729,0.576125073056692,0.621428571428571,0.73109243697479,0.543807088052612,0.83454398708636,0.879251700680272,0.824505575426047
svm_model_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54,8, mscn, svd,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.75       0.63636364 0.70454545 0.65909091 0.69047619],0.569444444444444,0.541666666666667,0.751381215469613,0.877358490566038,0.853211009174312,0.880733944954129,0.607594936708861,0.705882352941176,0.576625386996904,0.535211267605634,0.633333333333333,0.554761904761905,0.751381215469613,0.786127167630058,0.752851943603389
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8,8, low_bits_4, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [1.         1.         0.98770492 1.         1.        ],0.597530864197531,0.62962962962963,0.845508390918065,1,1,1,0.688336520076482,0.932642487046632,0.612547658617656,0.714828897338403,0.94949494949495,0.636583223539745,0.861810154525386,0.976976976976977,0.847300562490436
svm_model_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26,6, low_bits_6, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [1.       1.       0.984375 1.       1.      ],0.534591194968553,0.50314465408805,0.807788944723618,1,1,1,0.489655172413793,0.458064516129032,0.532713239659608,0.490322580645161,0.469135802469136,0.503798670465337,0.803341902313625,0.786163522012579,0.807761811194495
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63,6, mscn, svd,186,62,62,0.6,0.2,0.2, [0.68421053 0.78947368 0.76315789 0.63888889 0.75      ],0.645161290322581,0.693548387096774,0.864516129032258,0.994594594594595,0.989247311827957,0.994623655913978,0.676470588235294,0.793103448275862,0.654127481713689,0.716417910447761,0.8,0.696875,0.86875,0.914473684210526,0.865464690206529
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svdn,32,0,32, zones, lab, svdn,882,294,294,0.6,0.2,0.2, [1.         0.99431818 1.         1.         1.        ],0.554421768707483,0.605442176870748,0.831972789115646,1,1,1,0.59190031152648,0.673758865248227,0.559101654846336,0.639751552795031,0.673202614379085,0.602558753998053,0.838032786885246,0.869387755102041,0.831972789115646
ensemble_model_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66,4, mscn, svdne,136,45,45,0.601769911504425,0.199115044247788,0.199115044247788, [0.75       0.82142857 0.75       0.76923077 0.65384615],0.577777777777778,0.755555555555556,0.814159292035398,0.903225806451613,0.823529411764706,0.911764705882353,0.536585365853658,0.647058823529412,0.591386554621849,0.731707317073171,0.681818181818182,0.75395256916996,0.796116504854369,0.766355140186916,0.811748998664887
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.99431818 1.         0.96590909 0.98863636 0.99431818],0.604095563139932,0.57679180887372,0.836289222373806,1,1,1,0.623376623376623,0.623376623376623,0.603055218163132,0.566433566433566,0.536423841059603,0.578071075459379,0.837177747625509,0.828187919463087,0.836424056818922
ensemble_model_v2_N16_B0_E16_nb_zones_6_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [1. 1. 1. 1. 1.],0.581395348837209,0.598006644518272,0.835989375830013,1,1,1,0.655737704918033,0.784313725490196,0.577967673555909,0.673854447439353,0.816993464052288,0.594307542836955,0.849482023156612,0.919525065963061,0.835430982179391
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [1.         0.99494949 1.         0.98989899 0.99494949],0.481818181818182,0.557575757575758,0.808111380145279,1,1,1,0.531506849315068,0.617834394904459,0.488107948897316,0.594444444444444,0.648484848484848,0.557575757575757,0.81537565521258,0.855745721271394,0.808568304280781
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svd,8,0,8,8, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [1.         0.99166667 1.         1.         0.99579832],0.49874686716792,0.461152882205514,0.792084168336673,1,1,1,0.665551839464883,0.990049751243781,0.495024875621891,0.631217838765009,0.978723404255319,0.48936170212766,0.825556956704498,0.993927125506073,0.794086578626052
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,900,300,300,0.6,0.2,0.2, [0.98888889 0.99444444 0.99444444 1.         1.        ],0.726666666666667,0.693333333333333,0.884,1,1,1,0.755952380952381,0.846666666666667,0.726666666666667,0.741573033707865,0.804878048780488,0.681850789096126,0.89070351758794,0.928010471204188,0.883162844297746
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26,6, low_bits_5, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.98255814 1.         1.         1.         1.        ],0.617543859649123,0.575438596491228,0.838709677419355,1,1,1,0.682215743440233,0.785234899328859,0.609529214370312,0.618296529968454,0.736842105263158,0.585526315789474,0.848284960422164,0.905633802816901,0.838990085765992
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.94444444 0.94382022 0.95505618 0.92134831 0.95505618],0.808080808080808,0.841750841750842,0.925302826379542,0.992196209587514,0.997757847533632,0.992152466367713,0.820189274447949,0.849673202614379,0.806781045751634,0.851735015772871,0.865384615384615,0.840493726132024,0.92749836708034,0.940397350993378,0.9250550366458
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16,8, low_bits_2, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.95726496 0.96153846 0.93589744 0.95726496 0.92672414],0.784061696658098,0.755784061696658,0.891572456320658,0.973018549747049,0.988013698630137,0.972602739726027,0.776595744680851,0.744897959183674,0.784366078037433,0.74934036939314,0.702970297029703,0.757902260814317,0.891293147861927,0.880855397148676,0.891672511852346
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70,4, mscn, svdn,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.76923077 0.66666667 0.625      0.79166667 0.70833333],0.575,0.575,0.831683168316832,1,1,1,0.564102564102564,0.733333333333333,0.606666666666667,0.564102564102564,0.611111111111111,0.578282828282828,0.83,0.882978723404255,0.835007880220646
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svd,4,48,52, zones, mscn, svd,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.60416667 0.58333333 0.5        0.63043478 0.47826087],0.551282051282051,0.641025641025641,0.813775510204082,0.956521739130435,0.932203389830508,0.957627118644068,0.556962025316456,0.594594594594595,0.553394858272907,0.65,0.634146341463415,0.641397495056032,0.812339331619537,0.806122448979592,0.813775510204082
svm_model_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58,6, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.72222222 0.76470588 0.88235294 0.67647059 0.82352941],0.666666666666667,0.596491228070175,0.755244755244755,0.827160493827161,0.779069767441861,0.837209302325581,0.612244897959184,0.535714285714286,0.664408866995074,0.596491228070176,0.653846153846154,0.601116625310174,0.738805970149254,0.707142857142857,0.754256360078278
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32,6, low_bits_3, svdne,816,272,272,0.6,0.2,0.2, [0.99390244 1.         0.98170732 1.         1.        ],0.783088235294118,0.775735294117647,0.911764705882353,1,1,1,0.797250859106529,0.816901408450704,0.781527627302275,0.779783393501805,0.81203007518797,0.776518634716287,0.913294797687861,0.925329428989751,0.911704596326486
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26,6, low_bits_4, svdne,810,270,270,0.6,0.2,0.2, [1.         1.         1.         0.99382716 1.        ],0.614814814814815,0.544444444444444,0.831851851851852,1,1,1,0.670886075949367,0.768115942028985,0.61133069828722,0.614420062695925,0.809917355371901,0.569388207887293,0.842906574394464,0.917168674698795,0.833219905862517
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32,6, low_bits_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.92553191 0.90957447 0.93010753 0.93010753 0.93548387],0.823151125401929,0.852090032154341,0.90681233933162,0.955010224948875,1,0.95289079229122,0.835820895522388,0.921052631578947,0.82530619000331,0.858024691358025,0.902597402597403,0.85257258664902,0.911423335369578,0.965071151358344,0.907184362396924
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54,8, mscn, svd,222,74,74,0.6,0.2,0.2, [0.63043478 0.68181818 0.75       0.65909091 0.81818182],0.567567567567568,0.635135135135135,0.832432432432432,0.986425339366516,0.981981981981982,0.986486486486486,0.5,0.470588235294118,0.560294117647059,0.63013698630137,0.58974358974359,0.637728937728938,0.8268156424581,0.804347826086956,0.832281439925199
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,1078,359,359,0.600222717149221,0.19988864142539,0.19988864142539, [0.94444444 0.96759259 0.93981481 0.97685185 0.97196262],0.807799442896936,0.805013927576602,0.907572383073497,0.975521305530372,0.998144712430427,0.974953617810761,0.832116788321168,0.944751381215469,0.806645353529083,0.816753926701571,0.928571428571429,0.81245325355273,0.912447257383966,0.974099099099099,0.908305056157479
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svd,26,37,63, zones, mscn, svd,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.77777778 0.70588235 0.82352941 0.88235294 0.88235294],0.701754385964912,0.56140350877193,0.84965034965035,0.994219653179191,1,0.994186046511628,0.679245283018868,0.666666666666667,0.7,0.545454545454545,0.555555555555556,0.561111111111111,0.846975088967971,0.85,0.849657534246575
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.94491525 0.95338983 0.93644068 0.91949153 0.94915254],0.862595419847328,0.834605597964377,0.924211597151577,0.975165562913907,0.998305084745763,0.974576271186441,0.865,0.88265306122449,0.862646327566559,0.84029484029484,0.85929648241206,0.834287416463762,0.92605459057072,0.947208121827411,0.92416471330922
ensemble_model_v2_N32_B34_E66_nb_zones_4_mscn_svdne,32,34,66, zones, mscn, svdne,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.72727273 0.90909091 0.90909091 0.7        0.6       ],0.571428571428571,0.657142857142857,0.846590909090909,1,1,1,0.634146341463415,0.722222222222222,0.566993464052288,0.666666666666667,0.705882352941176,0.658496732026144,0.852459016393443,0.886363636363636,0.846590909090909
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16,8, low_bits_3, svd,1344,448,448,0.6,0.2,0.2, [1.         0.99259259 1.         0.99253731 0.99626866],0.517857142857143,0.506696428571429,0.804910714285714,1,1,1,0.659305993690852,0.95,0.525438596491228,0.657364341085271,0.938053097345133,0.50281033245635,0.833396873808616,0.977638640429338,0.805218607202191
svm_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdne,26,0,26,6, low_bits_4_shifted_2, svdne,1010,336,336,0.600475624256837,0.199762187871581,0.199762187871581, [1.         1.         0.97524752 1.         1.        ],0.568452380952381,0.55952380952381,0.825802615933413,1,1,1,0.631043256997455,0.685082872928177,0.558670468722153,0.606382978723404,0.655172413793103,0.555981268624947,0.835300730747611,0.863953488372093,0.824920783115487
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40,6, low_bits_5, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.97727273 0.99431818 0.98275862 1.         0.99425287],0.542955326460481,0.59106529209622,0.826923076923077,1,1,1,0.621082621082621,0.736486486486487,0.539571914571915,0.633846153846154,0.757352941176471,0.601257115749526,0.83741935483871,0.900138696255201,0.827620368535764
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svdn,40,30,70, zones, mscn, svdn,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.40909091 0.72727273 0.4        0.7        0.55      ],0.529411764705882,0.558823529411765,0.819767441860465,1,1,1,0.578947368421053,0.6875,0.538194444444444,0.4,0.454545454545455,0.531620553359684,0.81437125748503,0.860759493670886,0.822852865115013
svm_model_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52,8, mscn, svdn,212,70,70,0.602272727272727,0.198863636363636,0.198863636363636, [0.40909091 0.47619048 0.52380952 0.54761905 0.5952381 ],0.485714285714286,0.471428571428571,0.528409090909091,0.384105960264901,0.273584905660377,0.561320754716981,0.4,0.333333333333333,0.490196078431372,0.274509803921569,0.205882352941176,0.464052287581699,0.366412213740458,0.272727272727273,0.528409090909091
ensemble_model_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58,6, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.83333333 0.66666667 0.55555556 0.72222222 0.75      ],0.583333333333333,0.516666666666667,0.803333333333333,0.971751412429379,0.955555555555556,0.972222222222222,0.63768115942029,0.758620689655172,0.588987764182425,0.508474576271186,0.576923076923077,0.523755656108597,0.80655737704918,0.848275862068965,0.804783092324805
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svd,4,0,4, zones, lab, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [1. 1. 1. 1. 1.],0.548223350253807,0.563451776649746,0.822515212981744,1,1,1,0.627615062761506,0.753768844221106,0.546115191341322,0.646090534979424,0.835106382978723,0.575320181780624,0.837057728119181,0.918283963227784,0.823190319982472
svm_model_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63,6, mscn, svdn,174,58,58,0.6,0.2,0.2, [0.58333333 0.61111111 0.73529412 0.58823529 0.67647059],0.551724137931034,0.448275862068966,0.66551724137931,0.754716981132076,0.689655172413793,0.775862068965517,0.518518518518518,0.482758620689655,0.551724137931034,0.407407407407407,0.354838709677419,0.455197132616487,0.636704119850187,0.578231292517007,0.666738023880881
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svd,8,46,54, zones, mscn, svd,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.64       0.6        0.72916667 0.64583333 0.60416667],0.62962962962963,0.481481481481482,0.807881773399015,0.975409836065574,0.975409836065574,0.975409836065574,0.651162790697674,0.651162790697674,0.628212974296206,0.5,0.525,0.482012195121951,0.811594202898551,0.819512195121951,0.807766047809732
svm_model_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.86111111 0.77777778 0.83333333 0.83333333 0.91176471],0.711864406779661,0.576271186440678,0.827702702702703,0.950276243093923,0.966292134831461,0.949438202247191,0.690909090909091,0.678571428571429,0.710253456221198,0.603174603174603,0.575757575757576,0.576340326340326,0.82943143812709,0.826666666666667,0.827716894977169
ensemble_model_N8_B0_E8_nb_zones_8_lab_svd,8,0,8,8, lab, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [1. 1. 1. 1. 1.],0.507389162561576,0.492610837438424,0.800196850393701,1,1,1,0.673202614379085,1,0.5,0.66006600660066,1,0.5,0.833470057424118,1,0.800196850393701
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16,8, low_bits_4, svd,1206,402,402,0.6,0.2,0.2, [1.         1.         1.         0.99583333 1.        ],0.527363184079602,0.522388059701493,0.809950248756219,1,1,1,0.684385382059801,0.990384615384615,0.510656225218081,0.672354948805461,0.994949494949495,0.529337492572787,0.840434419381788,0.997026759167493,0.809202690273057
svm_model_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40,6, low_bits_2, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.94382022 0.91573034 0.9494382  0.94318182 0.92613636],0.820338983050847,0.813559322033898,0.890243902439024,0.942430703624734,0.997742663656885,0.939051918735892,0.825082508250825,0.880281690140845,0.822493786246893,0.820846905537459,0.868965517241379,0.814482758620689,0.895348837209302,0.949315068493151,0.890877373388666
svm_model_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.75       0.81818182 0.86363636 0.90909091 0.77272727],0.648648648648649,0.648648648648649,0.827956989247312,0.945454545454545,0.928571428571429,0.946428571428572,0.628571428571429,0.611111111111111,0.64766081871345,0.666666666666667,0.590909090909091,0.662121212121212,0.826086956521739,0.791666666666667,0.829166666666667
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,1248,416,416,0.6,0.2,0.2, [0.996 1.    1.    0.996 1.   ],0.663461538461538,0.665865384615385,0.865865384615385,1,1,1,0.716599190283401,0.790178571428571,0.652901785714286,0.695842450765864,0.768115942028985,0.666354621732196,0.8731241473397,0.909952606635071,0.86522020575656
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.94210526 0.94736842 0.95263158 0.95263158 0.95789474],0.879746835443038,0.867088607594937,0.945006321112516,0.992685475444096,1,0.992631578947368,0.87248322147651,0.87248322147651,0.879355383193345,0.873493975903614,0.863095238095238,0.86735842985843,0.945179584120983,0.946969696969697,0.945003835826621
ensemble_model_v2_N16_B42_E58_nb_zones_6_mscn_svdne,16,42,58, zones, mscn, svdne,150,50,50,0.6,0.2,0.2, [0.76666667 0.66666667 0.9        0.56666667 0.83333333],0.62,0.56,0.836,1,1,1,0.627450980392157,0.615384615384615,0.620192307692308,0.541666666666667,0.590909090909091,0.563311688311688,0.835341365461847,0.845528455284553,0.83615005441393
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.99438202 0.98876404 0.99438202 1.         0.99431818],0.583050847457627,0.640677966101695,0.844850948509485,1,1,1,0.63716814159292,0.782608695652174,0.595126003877042,0.691860465116279,0.782894736842105,0.636202613176297,0.854047163798598,0.914051841746248,0.845316634197485
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52,8, mscn, svdn,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.41304348 0.58695652 0.60869565 0.40909091 0.52272727],0.52,0.506666666666667,0.805851063829787,1,1,1,0.538461538461538,0.617647058823529,0.528335724533716,0.47887323943662,0.485714285714286,0.505357142857143,0.805333333333333,0.82967032967033,0.806587742154752
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63,6, mscn, svdn,152,50,50,0.603174603174603,0.198412698412698,0.198412698412698, [0.4375     0.53333333 0.7        0.63333333 0.66666667],0.56,0.52,0.817460317460317,1,1,1,0.541666666666667,0.481481481481482,0.56682769726248,0.454545454545455,0.4,0.52,0.811475409836066,0.7734375,0.818170362903226
svm_model_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54,8, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.41666667 0.5625     0.58333333 0.5        0.47826087],0.493670886075949,0.506329113924051,0.54040404040404,0.542222222222222,0.512605042016807,0.567226890756302,0.523809523809524,0.511627906976744,0.491925064599483,0.518518518518519,0.51219512195122,0.50609756097561,0.533333333333333,0.512315270935961,0.541131728732229
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66,6, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.78947368 0.81578947 0.76315789 0.89473684 0.84210526],0.571428571428571,0.603174603174603,0.825949367088607,0.984293193717278,0.989473684210526,0.98421052631579,0.64,0.705882352941176,0.559837728194726,0.603174603174603,0.678571428571429,0.610714285714286,0.832826747720365,0.872611464968153,0.826242839402315
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,900,300,300,0.6,0.2,0.2, [0.98888889 1.         0.99444444 0.99444444 1.        ],0.803333333333333,0.82,0.924666666666666,1,1,1,0.809061488673139,0.806451612903226,0.803225806451613,0.82,0.825503355704698,0.820036446064269,0.925115970841617,0.925729442970822,0.924660968134205
svm_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdne,32,0,32,6, low_bits_4_shifted_2, svdne,990,330,330,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.639393939393939,0.63030303030303,0.853939393939394,1,1,1,0.609836065573771,0.58125,0.637683823529412,0.579310344827586,0.525,0.627205882352941,0.84794952681388,0.824539877300614,0.853587303919768
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svd,4,0,4, zones, low_bits_4_shifted_2, svd,1230,410,410,0.6,0.2,0.2, [1.         1.         0.99593496 1.         1.        ],0.541463414634146,0.529268292682927,0.814146341463415,1,1,1,0.643939393939394,0.813397129186603,0.536051798424147,0.61010101010101,0.766497461928934,0.538178308429256,0.830892143808256,0.916748285994123,0.814545182841571
ensemble_model_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.75       1.         0.81818182 0.77272727 0.86363636],0.567567567567568,0.486486486486487,0.811827956989247,1,1,1,0.6,0.571428571428571,0.566964285714286,0.536585365853658,0.733333333333333,0.525757575757576,0.818652849740933,0.858695652173913,0.812326549491212
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32,6, low_bits_4, svdne,858,286,286,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.63986013986014,0.692307692307692,0.866433566433566,1,1,1,0.723860589812333,0.918367346938775,0.631845543972985,0.755555555555556,0.894736842105263,0.678711704634721,0.87994971715902,0.961538461538462,0.864672364672365
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,1218,406,406,0.6,0.2,0.2, [0.98770492 0.99590164 1.         0.99590164 1.        ],0.527093596059113,0.549261083743842,0.815270935960591,1,1,1,0.626459143968872,0.842931937172775,0.544721782539876,0.6654478976234,0.838709677419355,0.527820447175286,0.835454146555507,0.936086529006883,0.815032405668298
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8,8, low_bits_5, svd,1290,430,430,0.6,0.2,0.2, [0.99612403 1.         1.         1.         0.99612403],0.53953488372093,0.523255813953488,0.812558139534884,1,1,1,0.658620689655172,0.900943396226415,0.544508395360914,0.65546218487395,0.89041095890411,0.51629552684542,0.836511156186612,0.95817843866171,0.812422552664188
svm_model_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58,8, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.73913043 0.7173913  0.61363636 0.65909091 0.70454545],0.567567567567568,0.635135135135135,0.779569892473118,0.894009216589862,0.866071428571429,0.897321428571429,0.644444444444444,0.783783783783784,0.567567567567568,0.666666666666667,0.75,0.638157894736842,0.788659793814433,0.827027027027027,0.779823673941321
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4,8, low_bits_3, svdn,1080,360,360,0.6,0.2,0.2, [0.77777778 0.81481481 0.75462963 0.78703704 0.73148148],0.513888888888889,0.519444444444444,0.679444444444444,0.771684945164507,0.716666666666667,0.787962962962963,0.523160762942779,0.533333333333333,0.513888888888889,0.507122507122507,0.542682926829268,0.521341463414634,0.664729808251017,0.647058823529412,0.678878756742872
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svdn,4,48,52, zones, mscn, svdn,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.52173913 0.43478261 0.45652174 0.45652174 0.34782609],0.539473684210526,0.513157894736842,0.798429319371728,0.978354978354978,0.982608695652174,0.978260869565218,0.588235294117647,0.609756097560976,0.533449477351916,0.493150684931507,0.5625,0.519886363636364,0.802056555269923,0.829787234042553,0.798914235577978
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,1170,390,390,0.6,0.2,0.2, [0.9957265  0.99145299 1.         0.9957265  0.98717949],0.730769230769231,0.72051282051282,0.88974358974359,0.999146029035013,1,0.999145299145299,0.769230769230769,0.916230366492147,0.734497092793812,0.772442588726513,0.915841584158416,0.713239941015378,0.897862232779097,0.966257668711656,0.889507435178873
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svdn,26,37,63, zones, mscn, svdn,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.55555556 0.79411765 0.70588235 0.52941176 0.70588235],0.596491228070175,0.491228070175439,0.818181818181818,1,1,1,0.646153846153846,0.75,0.599137931034483,0.53968253968254,0.607142857142857,0.493226600985222,0.826666666666666,0.873239436619718,0.818564162754303
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svd,32,34,66, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.89473684 0.84210526 0.76315789 0.92105263 0.77777778],0.645161290322581,0.645161290322581,0.842948717948718,0.972972972972973,0.957446808510638,0.973404255319149,0.676470588235294,0.696969696969697,0.641588296760711,0.65625,0.6,0.651851851851852,0.845425867507886,0.82716049382716,0.84358024691358
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54,8, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.52083333 0.5625     0.41666667 0.52083333 0.56521739],0.443037974683544,0.430379746835443,0.775252525252525,1,1,1,0.45,0.461538461538462,0.443269230769231,0.328358208955224,0.333333333333333,0.416666666666667,0.768831168831169,0.774869109947644,0.775239433022603
ensemble_model_v2_N40_B30_E70_nb_zones_4_mscn_svdne,40,30,70, zones, mscn, svdne,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.72727273 0.68181818 0.75       0.8        0.5       ],0.705882352941176,0.823529411764706,0.906976744186046,1,1,1,0.722222222222222,0.8125,0.711805555555556,0.842105263157895,0.761904761904762,0.842490842490843,0.910112359550562,0.910112359550562,0.906863408690944
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svdn,40,0,40, zones, lab, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [1.         1.         0.99450549 1.         1.        ],0.561056105610561,0.541254125412541,0.820580474934037,1,1,1,0.523297491039427,0.467948717948718,0.563906331763475,0.505338078291815,0.455128205128205,0.543890633176347,0.814965986394558,0.78096479791395,0.821056497755373
svm_model_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32,6, low_bits_5, svdne,802,267,267,0.600299401197605,0.199850299401198,0.199850299401198, [1.      0.99375 1.      0.99375 1.     ],0.621722846441948,0.573033707865169,0.839071856287425,1,1,1,0.655290102389079,0.685714285714286,0.618447694038245,0.592857142857143,0.619402985074627,0.572859387274155,0.843636363636364,0.859259259259259,0.838858071384546
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26,6, low_bits_6, svdne,858,286,286,0.6,0.2,0.2, [0.98837209 1.         1.         1.         1.        ],0.657342657342657,0.601398601398601,0.851748251748252,1,1,1,0.664383561643836,0.687943262411348,0.65776473465395,0.62987012987013,0.687943262411348,0.602592320860846,0.854595336076818,0.876230661040788,0.851884454303426
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58,8, mscn, svd,222,74,74,0.6,0.2,0.2, [0.69565217 0.65909091 0.81818182 0.81818182 0.81818182],0.648648648648649,0.540540540540541,0.794594594594595,0.927927927927928,0.927927927927928,0.927927927927928,0.69047619047619,0.783783783783784,0.648648648648649,0.613636363636364,0.692307692307692,0.531868131868132,0.807106598984772,0.850267379679144,0.793986148855965
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svd,16,0,16,8, low_bits_4_shifted_2, svd,1260,420,420,0.6,0.2,0.2, [0.98809524 0.99206349 0.99206349 1.         0.99206349],0.497619047619048,0.5,0.79952380952381,1,1,1,0.664546899841017,1,0.5,0.666666666666667,1,0.5,0.832870186581977,1,0.799714557564225
ensemble_model_v2_N26_B0_E26_nb_zones_6_lab_svdne,26,0,26, zones, lab, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.98255814 1.         1.         1.         1.        ],0.508771929824561,0.56140350877193,0.814165497896213,1,1,1,0.583333333333333,0.685314685314685,0.508150300403822,0.629080118694362,0.746478873239437,0.562050625430907,0.826684107259647,0.886395511921459,0.814165497896213
svm_model_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.6875     0.65217391 0.60869565 0.76086957 0.60869565],0.532467532467532,0.61038961038961,0.702072538860104,0.753768844221106,0.646551724137931,0.788793103448276,0.454545454545455,0.357142857142857,0.55,0.5,0.384615384615385,0.61336032388664,0.646153846153846,0.532994923857868,0.705650901082373
svm_model_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40,6, low_bits_3, svdne,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.99411765 1.         0.98809524 0.9702381  0.98809524],0.679715302491103,0.747330960854093,0.88122332859175,0.992890995260664,0.992890995260664,0.992890995260664,0.71875,0.809859154929577,0.678310872428818,0.780185758513932,0.7875,0.740857438016529,0.887693342299933,0.911602209944751,0.880287908491437
svm_model_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63,6, mscn, svdne,208,69,69,0.601156069364162,0.199421965317919,0.199421965317919, [0.73809524 0.83333333 0.73809524 0.69047619 0.825     ],0.579710144927536,0.594202898550725,0.742774566473988,0.835051546391753,0.778846153846154,0.846153846153846,0.553846153846154,0.486486486486487,0.586993243243243,0.6,0.65625,0.59839527027027,0.729483282674772,0.69364161849711,0.742774566473988
svm_model_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66,6, mscn, svdn,150,50,50,0.6,0.2,0.2, [0.63333333 0.66666667 0.66666667 0.56666667 0.4       ],0.48,0.48,0.792,1,1,1,0.580645161290323,0.75,0.490384615384615,0.617647058823529,0.777777777777778,0.454106280193237,0.814285714285714,0.904761904761905,0.791090629800307
svm_model_N16_B0_E16_nb_zones_8_lab_svd,16,0,16,8, lab, svd,1048,349,349,0.600229095074456,0.199885452462772,0.199885452462772, [1.         1.         0.99047619 1.         1.        ],0.481375358166189,0.518624641833811,0.800114547537228,1,1,1,0.649903288201161,1,0.5,0.683018867924528,1,0.5,0.833412887828162,1,0.800114547537228
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [1.         0.99193548 1.         1.         1.        ],0.490291262135922,0.531553398058252,0.804558680892337,1,1,1,0.65,0.975,0.504009433962264,0.67779632721202,0.966666666666667,0.522937293729373,0.834632745178498,0.988338192419825,0.80491449795241
svm_model_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70,6, mscn, svd,162,54,54,0.6,0.2,0.2, [0.73529412 0.84375    0.75       0.875      0.875     ],0.611111111111111,0.555555555555556,0.777777777777778,0.910179640718563,0.938271604938272,0.907407407407407,0.704225352112676,0.833333333333333,0.583333333333334,0.636363636363636,0.875,0.5875,0.802631578947369,0.903703703703703,0.777777777777778
svm_model_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32,6, lab, svdne,876,292,292,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.568493150684932,0.585616438356164,0.830821917808219,1,1,1,0.577181208053691,0.573333333333333,0.568356807511737,0.563176895306859,0.534246575342466,0.585616438356164,0.829772570640937,0.82016348773842,0.830880641940835
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svdn,8,46,54, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.60416667 0.52083333 0.5        0.45833333 0.58333333],0.3875,0.475,0.7675,0.991666666666667,0.991666666666667,0.991666666666667,0.395061728395062,0.432432432432432,0.390634820867379,0.475,0.441860465116279,0.477686989314896,0.768079800498753,0.77,0.7675
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16,8, low_bits_6, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.99130435 0.99130435 1.         0.9826087  0.99565217],0.527415143603133,0.480417754569191,0.801670146137787,1,1,1,0.690598290598291,1,0.5,0.649029982363316,1,0.5,0.834926151172893,1,0.801047120418848
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,882,294,294,0.6,0.2,0.2, [0.98876404 0.98295455 0.96590909 0.95454545 0.97159091],0.802721088435374,0.860544217687075,0.930612244897959,0.996610169491525,1,0.996598639455782,0.807947019867549,0.924242424242424,0.813973063973064,0.886426592797784,0.958083832335329,0.845183648451129,0.934108527131783,0.977027027027027,0.930294335431321
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdn,40,0,40, zones, low_bits_4_shifted_2, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [1.         0.98314607 1.         1.         1.        ],0.575757575757576,0.535353535353535,0.822341857335128,1,1,1,0.644067796610169,0.780821917808219,0.579152680758414,0.620879120879121,0.758389261744966,0.534600036277889,0.836024844720497,0.908232118758435,0.822572435218144
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [1.         1.         0.99456522 0.98351648 1.        ],0.770491803278688,0.718032786885246,0.897771952817824,1,1,1,0.774193548387097,0.805369127516778,0.771274307348133,0.734567901234568,0.712574850299401,0.718606265729411,0.899354838709678,0.900516795865633,0.897731802188135
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8,8, low_bits_2, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.90434783 0.93043478 0.92608696 0.90434783 0.91304348],0.757180156657963,0.691906005221932,0.847077244258873,0.932119205298013,0.979130434782609,0.928695652173913,0.785219399538106,0.880829015544041,0.756203981456231,0.719047619047619,0.811827956989247,0.695254080017466,0.857836001940805,0.926624737945493,0.84740800306838
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svd,16,42,58, zones, mscn, svd,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.65909091 0.70454545 0.79545455 0.86363636 0.73809524],0.625,0.555555555555556,0.828729281767956,0.986301369863014,0.990825688073394,0.986238532110092,0.571428571428571,0.6,0.621428571428571,0.6,0.571428571428571,0.552380952380952,0.828729281767956,0.828729281767956,0.828729281767956
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1176,392,392,0.6,0.2,0.2, [0.99576271 1.         0.99576271 0.9957265  0.9957265 ],0.673469387755102,0.645408163265306,0.863775510204082,1,1,1,0.733333333333333,0.846153846153846,0.662207357859532,0.695842450765864,0.845744680851064,0.653264497288277,0.873639375295788,0.938008130081301,0.863471278155405
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,948,316,316,0.6,0.2,0.2, [0.97894737 0.99473684 0.98947368 0.99473684 0.99468085],0.835443037974684,0.800632911392405,0.926582278481013,0.998944033790919,0.99789029535865,0.998945147679325,0.845238095238095,0.840236686390533,0.835084329589824,0.792079207920792,0.821917808219178,0.802135374697824,0.926860025220681,0.931558935361217,0.926588570082631
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40,6, low_bits_4, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [1.         1.         1.         0.99444444 0.99444444],0.674418604651163,0.677740863787375,0.870517928286853,1,1,1,0.679738562091503,0.654088050314465,0.675635574453007,0.668941979522184,0.666666666666667,0.677489177489177,0.870259481037924,0.862796833773087,0.870569539881196
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8,8, low_bits_6, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.99603175 0.99603175 0.99603175 1.         0.996     ],0.494033412887828,0.479713603818616,0.794847328244275,1,1,1,0.661341853035144,1,0.5,0.648387096774194,1,0.5,0.828274760383386,1,0.796978281397545
ensemble_model_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.62       0.6875     0.66666667 0.64583333 0.72916667],0.5875,0.475,0.796019900497512,0.970464135021097,0.950413223140496,0.971074380165289,0.629213483146067,0.682926829268293,0.58505315822389,0.475,0.542857142857143,0.482539682539683,0.798029556650246,0.822335025380711,0.796533366348892
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [1. 1. 1. 1. 1.],0.58125,0.63125,0.842696629213483,1,1,1,0.593939393939394,0.604938271604938,0.580950148460697,0.646706586826347,0.635294117647059,0.630980392156863,0.845018450184502,0.845018450184502,0.842661316347004
ensemble_model_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63,6, mscn, svdne,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.71052632 0.88888889 0.66666667 0.80555556 0.77777778],0.533333333333333,0.5,0.794701986754967,0.978260869565217,0.989010989010989,0.978021978021978,0.548387096774194,0.586206896551724,0.53503893214683,0.53125,0.566666666666667,0.5,0.8,0.826666666666667,0.794912280701754
svm_model_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32,6, low_bits_6, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.99468085 0.99468085 1.         1.         1.        ],0.55591054313099,0.571884984025559,0.825670498084291,1,1,1,0.525597269624573,0.503267973856209,0.554758986928104,0.537931034482759,0.516556291390728,0.570006540757093,0.820748522652659,0.80749354005168,0.825463941743011
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66,6, mscn, svdn,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.61764706 0.67647059 0.61764706 0.64705882 0.70588235],0.482142857142857,0.446428571428571,0.787234042553192,1,1,1,0.553846153846154,0.620689655172414,0.477011494252874,0.474576271186441,0.583333333333333,0.463541666666667,0.795918367346939,0.847826086956522,0.788496376811594
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4,8, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.83613445 0.84033613 0.84033613 0.75630252 0.80932203],0.734848484848485,0.782828282828283,0.794444444444444,0.8328173374613,0.905723905723906,0.818181818181818,0.769230769230769,0.902061855670103,0.738159640706339,0.813852813852814,0.930693069306931,0.779779524344187,0.815753734721593,0.91010101010101,0.794444444444444
ensemble_model_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdne,26,0,26,6, low_bits_4_shifted_2, svdne,900,300,300,0.6,0.2,0.2, [1.         1.         0.99444444 1.         0.98333333],0.62,0.656666666666667,0.855333333333333,1,1,1,0.612244897959184,0.6,0.62,0.662295081967213,0.660130718954248,0.656595971722022,0.8552368245497,0.851261620185923,0.85534968559497
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70,6, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.64705882 0.70588235 0.67647059 0.94117647 0.76470588],0.678571428571429,0.75,0.882978723404255,0.994082840236686,0.988235294117647,0.994117647058824,0.689655172413793,0.714285714285714,0.678571428571429,0.730769230769231,0.904761904761905,0.780952380952381,0.881720430107527,0.917910447761194,0.884630899556273
svm_model_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54,8, mscn, svdne,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.74       0.92       0.77083333 0.72916667 0.64583333],0.567901234567901,0.530864197530864,0.738916256157635,0.863070539419087,0.852459016393443,0.864754098360656,0.653465346534653,0.75,0.550675675675676,0.512820512820513,0.606060606060606,0.542613636363636,0.747619047619048,0.78894472361809,0.739882989828369
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40,6, low_bits_2, svdne,774,258,258,0.6,0.2,0.2, [0.90384615 0.91025641 0.92857143 0.95454545 0.88961039],0.821705426356589,0.856589147286822,0.92015503875969,0.974811083123426,1,0.974160206718346,0.821705426356589,0.828125,0.821754807692308,0.860377358490566,0.870229007633588,0.856374346336479,0.921791951404708,0.939628482972136,0.920124800492279
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svd,8,0,8, zones, low_bits_4_shifted_2, svd,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.99593496 1.         1.         1.         1.        ],0.561274509803922,0.556372549019608,0.823702252693438,1,1,1,0.649706457925636,0.83,0.566442307692308,0.661682242990654,0.827102803738318,0.542417381250602,0.841549295774648,0.930866601752678,0.823068768856634
svm_model_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58,8, mscn, svdn,260,86,86,0.601851851851852,0.199074074074074,0.199074074074074, [0.61538462 0.55769231 0.55769231 0.57692308 0.61538462],0.430232558139535,0.558139534883721,0.798611111111111,1,1,1,0.423529411764706,0.4,0.431707317073171,0.525,0.525,0.555978260869565,0.795294117647059,0.786046511627907,0.798553209731004
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4,8, low_bits_4, svdn,1030,343,343,0.6002331002331,0.19988344988345,0.19988344988345, [0.7184466  0.73786408 0.73300971 0.74271845 0.75728155],0.551020408163265,0.527696793002916,0.664918414918415,0.722400857449089,0.654368932038835,0.748543689320388,0.47972972972973,0.412790697674419,0.551424588603291,0.456375838926174,0.373626373626374,0.53774486383182,0.623444662737394,0.547756041426927,0.666440004184538
ensemble_model_v2_N4_B48_E52_nb_zones_8_mscn_svdne,4,48,52, zones, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.63043478 0.65217391 0.63043478 0.63043478 0.72727273],0.552631578947368,0.631578947368421,0.805263157894737,0.945945945945946,0.921052631578947,0.947368421052632,0.630434782608696,0.783783783783784,0.558558558558559,0.708333333333333,0.80952380952381,0.610644257703081,0.819512195121951,0.870466321243523,0.804217117841013
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16,8, low_bits_5, svd,1146,382,382,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.489528795811518,0.513089005235602,0.800523560209424,1,1,1,0.657293497363796,1,0.5,0.678200692041522,1,0.5,0.83384212821631,1,0.800314465408805
ensemble_model_v2_N26_B37_E63_nb_zones_6_mscn_svdne,26,37,63, zones, mscn, svdne,158,52,52,0.603053435114504,0.198473282442748,0.198473282442748, [0.75    0.78125 0.59375 0.78125 0.7    ],0.615384615384615,0.615384615384615,0.847328244274809,1,1,1,0.655172413793103,0.76,0.620740740740741,0.666666666666667,0.666666666666667,0.606060606060606,0.855072463768116,0.880597014925373,0.846548507462687
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svdn,32,34,66, zones, mscn, svdn,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.52941176 0.61764706 0.70588235 0.67647059 0.64705882],0.535714285714286,0.428571428571429,0.794326241134752,1,1,1,0.535714285714286,0.555555555555556,0.53639846743295,0.483870967741936,0.483870967741936,0.421935483870968,0.798611111111111,0.804195804195804,0.794184233033154
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,888,296,296,0.6,0.2,0.2, [0.98876404 1.         0.98876404 0.97191011 0.98863636],0.60472972972973,0.591216216216216,0.839189189189189,1,1,1,0.613861386138614,0.624161073825503,0.604597543715473,0.592592592592593,0.590604026845638,0.591220380769758,0.84005376344086,0.842318059299191,0.839180709866398
svm_model_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40,6, low_bits_6, svdne,788,262,262,0.600609756097561,0.19969512195122,0.19969512195122, [1.         1.         1.         0.99367089 1.        ],0.576335877862595,0.492366412213741,0.814024390243902,1,1,1,0.590405904059041,0.588235294117647,0.575863678804855,0.512820512820513,0.514705882352941,0.491479925303455,0.816816816816817,0.816816816816817,0.813981163826365
ensemble_model_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54,8, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.68181818 0.75       0.65909091 0.75       0.75      ],0.520547945205479,0.575342465753425,0.819672131147541,1,1,1,0.588235294117647,0.641025641025641,0.511689291101056,0.659340659340659,0.769230769230769,0.561085972850679,0.833333333333333,0.877659574468085,0.81804327038011
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svd,40,30,70, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.89473684 0.71052632 0.78947368 0.81578947 0.78947368],0.53968253968254,0.571428571428571,0.813291139240506,0.984455958549223,1,0.98421052631579,0.579710144927536,0.588235294117647,0.535496957403651,0.619718309859155,0.709677419354839,0.573588709677419,0.822822822822823,0.85625,0.812740384615385
svm_model_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4,8, lab, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.63913043 0.53947368 0.60964912 0.62280702 0.62719298],0.455263157894737,0.460526315789474,0.553101997896951,0.589887640449438,0.551663747810858,0.61646234676007,0.355140186915888,0.282178217821782,0.466931805540105,0.290657439446367,0.235955056179775,0.447185448881967,0.493444576877235,0.435331230283912,0.553101997896951
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdne,32,0,32,6, low_bits_4_shifted_2, svdne,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [1. 1. 1. 1. 1.],0.676691729323308,0.695488721804511,0.874624624624624,1,1,1,0.701388888888889,0.691780821917808,0.675057077625571,0.666666666666667,0.669421487603306,0.693331433456825,0.874530428249437,0.87256371814093,0.874627723732119
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svd,8,0,8, zones, lab, svd,1170,390,390,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.576923076923077,0.553846153846154,0.826153846153846,1,1,1,0.65553235908142,0.769607843137255,0.567599620493359,0.632911392405063,0.721153846153846,0.541895604395605,0.840320301460198,0.894684052156469,0.824571826707826
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16,8, low_bits_2, svd,1248,416,416,0.6,0.2,0.2, [0.972      0.98       0.972      0.976      0.97177419],0.819711538461538,0.800480769230769,0.916826923076923,0.98812351543943,1,0.987980769230769,0.816625916870416,0.806763285024155,0.819649585095809,0.804705882352941,0.826086956521739,0.80060328687331,0.917501192179304,0.926782273603083,0.916846031235323
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58,8, mscn, svdn,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.67391304 0.52173913 0.56521739 0.52272727 0.59090909],0.413333333333333,0.466666666666667,0.776595744680851,1,1,1,0.435897435897436,0.414634146341463,0.413199426111908,0.487179487179487,0.5,0.466216216216216,0.780104712041885,0.776041666666667,0.776607789855072
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16,8, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.99166667 0.9875     0.99583333 0.99166667 0.98319328],0.837092731829574,0.824561403508772,0.931362725450902,0.998327759197324,0.996661101836394,0.998330550918197,0.852607709750567,0.908212560386474,0.83431461352657,0.834905660377359,0.898477157360406,0.825476202442579,0.933527413876759,0.959122632103689,0.931222947471784
svm_model_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52,10, mscn, svd,300,100,100,0.6,0.2,0.2, [0.68333333 0.68333333 0.7        0.61666667 0.7       ],0.63855421686747,0.44578313253012,0.763948497854077,0.882758620689655,0.853333333333333,0.886666666666667,0.659090909090909,0.674418604651163,0.637209302325581,0.452380952380952,0.475,0.446802325581395,0.761904761904762,0.755364806866953,0.763948497854077
svm_model_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63,8, mscn, svd,210,70,70,0.6,0.2,0.2, [0.73809524 0.85714286 0.85714286 0.76190476 0.69047619],0.485714285714286,0.571428571428571,0.708571428571428,0.802197802197802,0.695238095238095,0.828571428571429,0.5,0.439024390243902,0.495374264087468,0.545454545454545,0.545454545454545,0.57002457002457,0.68125,0.608938547486033,0.710902022281029
svm_model_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66,6, mscn, svdne,162,54,54,0.6,0.2,0.2, [0.82352941 0.96875    0.78125    0.90625    0.875     ],0.592592592592593,0.62962962962963,0.814814814814815,0.95,0.938271604938272,0.950617283950617,0.592592592592593,0.516129032258065,0.605890603085554,0.565217391304348,0.565217391304348,0.621318373071529,0.807692307692308,0.777777777777778,0.814814814814815
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [1.         1.         1.         1.         0.99425287],0.783505154639175,0.742268041237113,0.90521978021978,1,1,1,0.792079207920792,0.875912408759124,0.788605555028913,0.747474747474748,0.816176470588235,0.746797912713472,0.906377204884667,0.940845070422535,0.906079371672394
svm_model_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70,6, mscn, svdn,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.52941176 0.55882353 0.64705882 0.5625     0.59375   ],0.618181818181818,0.527272727272727,0.677536231884058,0.758620689655172,0.795180722891566,0.746987951807229,0.666666666666667,0.84,0.636666666666667,0.606060606060606,0.625,0.508152173913043,0.706270627062706,0.764285714285714,0.676260504201681
ensemble_model_v2_N8_B46_E54_nb_zones_8_mscn_svdne,8,46,54, zones, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.72916667 0.70833333 0.5625     0.64583333 0.60416667],0.55,0.625,0.815,0.966101694915254,0.95,0.966666666666666,0.5,0.545454545454545,0.549323017408124,0.651162790697674,0.666666666666667,0.62280701754386,0.812182741116751,0.82051282051282,0.815134459036898
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdn,4,0,4,8, low_bits_4_shifted_2, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.6826087  0.63043478 0.6        0.6173913  0.56521739],0.532637075718016,0.530026109660574,0.619519832985386,0.695222405271829,0.733913043478261,0.678260869565218,0.610021786492375,0.729166666666667,0.53212260034904,0.579439252336449,0.645833333333333,0.52972294938918,0.653022370299857,0.715328467153285,0.619419719470059
ensemble_model_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66,6, mscn, svdne,156,52,52,0.6,0.2,0.2, [0.6875     0.78125    0.78125    0.73333333 0.73333333],0.711538461538462,0.634615384615385,0.865384615384615,0.993548387096774,0.987179487179487,0.993589743589744,0.705882352941176,0.782608695652174,0.718890554722639,0.612244897959184,0.625,0.633928571428571,0.862745098039216,0.88,0.865925925925926
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svdn,16,42,58, zones, mscn, svdn,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.5        0.66666667 0.64583333 0.63043478],0.506329113924051,0.40506329113924,0.782828282828283,1,1,1,0.493506493506494,0.5,0.50609756097561,0.433734939759036,0.5,0.412790697674419,0.78391959798995,0.808290155440414,0.783455422547793
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [1. 1. 1. 1. 1.],0.559585492227979,0.575129533678757,0.82712215320911,1,1,1,0.680451127819549,0.93298969072165,0.557640678694158,0.687022900763359,0.932642487046632,0.575129533678757,0.84927797833935,0.97311271975181,0.826970867647926
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63,8, mscn, svd,258,86,86,0.6,0.2,0.2, [0.82692308 0.73076923 0.76923077 0.82692308 0.76      ],0.569767441860465,0.593023255813954,0.818604651162791,0.976744186046512,0.976744186046512,0.976744186046512,0.610526315789474,0.743589743589744,0.58456082924168,0.646464646464646,0.653061224489796,0.583287369001655,0.827433628318584,0.861751152073733,0.818199519698838
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52,10, mscn, svd,318,106,106,0.6,0.2,0.2, [0.640625   0.734375   0.65625    0.71875    0.69354839],0.635135135135135,0.621621621621622,0.851931330472103,0.955414012738854,0.943396226415094,0.955974842767296,0.674698795180723,0.777777777777778,0.638888888888889,0.621621621621622,0.605263157894737,0.622076023391813,0.853503184713376,0.862660944206009,0.851931330472103
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32,6, low_bits_5, svdne,876,292,292,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.527397260273973,0.48972602739726,0.803424657534247,1,1,1,0.594117647058823,0.696551724137931,0.528547970912503,0.557863501483679,0.630872483221476,0.48676491293941,0.815196394075982,0.864754098360656,0.803256170059449
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4,8, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.78571429 0.76890756 0.79831933 0.79831933 0.80084746],0.648989898989899,0.606060606060606,0.82020202020202,0.949208992506245,0.95959595959596,0.948653198653198,0.648101265822785,0.677248677248677,0.650218541522889,0.625,0.631067961165049,0.605007664793051,0.823061630218688,0.837209302325581,0.820219181939784
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70,6, mscn, svdn,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.47222222 0.66666667 0.69444444 0.69444444 0.67647059],0.525423728813559,0.610169491525424,0.827702702702703,1,1,1,0.588235294117647,0.740740740740741,0.54224537037037,0.646153846153846,0.724137931034483,0.612068965517241,0.836012861736334,0.896551724137931,0.82907056405572
svm_model_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.68965517 0.75862069 0.63793103 0.5862069  0.67241379],0.568181818181818,0.545454545454545,0.727467811158798,0.812260536398468,0.731034482758621,0.831034482758621,0.547619047619048,0.46,0.585263157894737,0.45945945945946,0.447368421052632,0.533684210526316,0.696897374701671,0.626609442060086,0.727467811158798
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4,8, low_bits_5, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.66666667 0.69262295 0.68852459 0.69262295 0.65983607],0.540540540540541,0.56019656019656,0.647347740667976,0.660886319845857,0.561374795417349,0.711947626841244,0.428134556574924,0.380434782608696,0.526540261259505,0.49859943977591,0.413953488372093,0.568955910852713,0.583042973286876,0.497029702970297,0.646175670198599
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8,8, low_bits_3, svdn,1278,426,426,0.6,0.2,0.2, [0.91015625 0.8984375  0.91796875 0.9140625  0.91732283],0.748826291079812,0.727699530516432,0.852582159624413,0.930053804765565,0.94679186228482,0.928794992175274,0.742168674698795,0.736842105263158,0.748605384428814,0.722488038277512,0.699074074074074,0.728108465608466,0.852858481724461,0.855263157894737,0.852584674632171
svm_model_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40,6, lab, svdne,840,280,280,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.517857142857143,0.567857142857143,0.817142857142857,1,1,1,0.478764478764479,0.446043165467626,0.517347823868565,0.514056224899598,0.470588235294118,0.56515522875817,0.810089020771513,0.785611510791367,0.816919230572988
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26,8, low_bits_2, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.94347826 0.93478261 0.94347826 0.95652174 0.93421053],0.709424083769633,0.68586387434555,0.855648535564853,0.962279966471081,1,0.960801393728223,0.770186335403727,0.925373134328358,0.697493196998433,0.730941704035874,0.876344086021505,0.690723063418916,0.869934024505184,0.960457856399584,0.855097487610938
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,936,312,312,0.6,0.2,0.2, [0.9893617 1.        1.        1.        1.       ],0.612179487179487,0.628205128205128,0.848076923076923,1,1,1,0.638805970149254,0.722972972972973,0.617584047462096,0.632911392405063,0.671140939597315,0.63004899740602,0.850661625708885,0.882352941176471,0.848723640399556
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16,8, low_bits_4, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [1.         1.         1.         0.99603175 1.        ],0.701670644391408,0.699284009546539,0.880248091603053,1,1,1,0.747474747474747,0.885167464114833,0.702107541581226,0.731914893617021,0.830917874396135,0.700836295688634,0.887089518668466,0.943540669856459,0.880428755480085
ensemble_model_v2_N32_B34_E66_nb_zones_6_mscn_svdne,32,34,66, zones, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.63888889 0.75       0.77777778 0.75       0.70588235],0.542372881355932,0.745762711864407,0.851351351351351,0.988636363636364,0.97752808988764,0.98876404494382,0.509090909090909,0.583333333333333,0.548809523809524,0.769230769230769,0.806451612903226,0.742511520737327,0.851351351351351,0.875,0.851973684210526
svm_model_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.875      0.79166667 0.77083333 0.625      0.70833333],0.5625,0.625,0.8025,0.941176470588235,0.933333333333333,0.941666666666667,0.597701149425287,0.590909090909091,0.559343434343434,0.651162790697674,0.736842105263158,0.630325814536341,0.807785888077859,0.821782178217822,0.802305230523052
ensemble_model_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32,6, lab, svdne,828,276,276,0.6,0.2,0.2, [1.         1.         1.         0.98795181 1.        ],0.601449275362319,0.619565217391304,0.844202898550725,1,1,1,0.618055555555556,0.729508196721311,0.614754098360656,0.664536741214057,0.742857142857143,0.617752100840336,0.849545136459062,0.89792899408284,0.845271315223238
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40,6, low_bits_3, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.9787234  0.97340426 0.97849462 0.96236559 0.98924731],0.752411575562701,0.794212218649518,0.906169665809769,0.994675186368477,1,0.994646680942184,0.770149253731343,0.801242236024845,0.750621118012422,0.80952380952381,0.824242424242424,0.792258198422582,0.909316770186335,0.923076923076923,0.905837281984071
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svd,4,48,52, zones, mscn, svd,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.62903226 0.77419355 0.66666667 0.7        0.68333333],0.604938271604938,0.641975308641975,0.830472103004292,0.941176470588235,0.947368421052632,0.94078947368421,0.636363636363636,0.666666666666667,0.602564102564102,0.688172043010753,0.82051282051282,0.648351648351648,0.837782340862423,0.875536480686695,0.830472103004292
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svd,26,37,63, zones, mscn, svd,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.78846154 0.65384615 0.86       0.76       0.76      ],0.642857142857143,0.714285714285714,0.85781990521327,0.976,0.960629921259842,0.976377952755906,0.673913043478261,0.704545454545455,0.639772727272727,0.72093023255814,0.794871794871795,0.719658119658119,0.85981308411215,0.876190476190476,0.857906558849955
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svdn,40,30,70, zones, mscn, svdn,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.76470588 0.58823529 0.61764706 0.44117647 0.67647059],0.589285714285714,0.642857142857143,0.847517730496454,1,1,1,0.530612244897959,0.5,0.583333333333333,0.615384615384615,0.571428571428571,0.642857142857143,0.841328413284133,0.820143884892086,0.84713487950898
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54,10, mscn, svd,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.73333333 0.7        0.76666667 0.75       0.86206897],0.547619047619048,0.607142857142857,0.8068669527897,0.936454849498328,0.939597315436242,0.936241610738255,0.604166666666667,0.707317073170732,0.551332955190017,0.645161290322581,0.697674418604651,0.604934770277935,0.815573770491803,0.854077253218884,0.8068669527897
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26,8, low_bits_3, svd,1140,380,380,0.6,0.2,0.2, [1.         1.         1.         1.         0.99561404],0.513157894736842,0.521052631578947,0.806842105263158,1,1,1,0.666666666666667,0.994623655913978,0.523085023833278,0.676156583629893,1,0.521052631578947,0.837394771821001,0.998942917547569,0.807647559402715
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8,8, low_bits_4, svdn,1116,372,372,0.6,0.2,0.2, [0.91964286 0.92857143 0.89285714 0.83333333 0.94594595],0.575268817204301,0.586021505376344,0.79247311827957,0.932971014492754,0.922939068100358,0.933691756272401,0.598984771573604,0.605128205128205,0.573750543242068,0.594736842105263,0.60427807486631,0.585922821216939,0.794462193823216,0.793617021276596,0.792460684551341
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,1104,368,368,0.6,0.2,0.2, [1.         0.98648649 1.         1.         1.        ],0.505434782608696,0.478260869565217,0.796739130434783,1,1,1,0.638888888888889,0.86096256684492,0.499542056903123,0.603305785123967,0.884848484848485,0.516315868040006,0.821223709369025,0.950221238938053,0.799362756221163
ensemble_model_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32,6, low_bits_6, svdne,864,288,288,0.6,0.2,0.2, [1.         0.99425287 0.99418605 1.         1.        ],0.65625,0.649305555555556,0.861111111111111,1,1,1,0.65979381443299,0.644295302013423,0.656680025107431,0.64808362369338,0.611842105263158,0.651509287925697,0.86130374479889,0.847203274215553,0.861366842199714
svm_model_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66,8, mscn, svd,204,68,68,0.6,0.2,0.2, [0.83333333 0.76190476 0.875      0.9        0.7       ],0.558823529411765,0.529411764705882,0.817647058823529,1,1,1,0.634146341463415,0.702702702702703,0.544899738448126,0.58974358974359,0.621621621621622,0.52048823016565,0.829670329670329,0.857954545454545,0.816172394678492
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8,8, low_bits_2, svdn,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.88372093 0.88372093 0.89147287 0.91015625 0.8828125 ],0.808411214953271,0.771028037383178,0.875350140056022,0.936170212765957,0.992223950233282,0.932348367029549,0.791878172588832,0.821052631578947,0.80968597965502,0.785087719298245,0.806306306306306,0.769658007522085,0.879349299593312,0.922274881516588,0.876040844622139
ensemble_model_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58,8, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.7173913  0.73913043 0.76086957 0.80434783 0.7826087 ],0.552631578947368,0.657894736842105,0.81151832460733,0.945945945945946,0.91304347826087,0.947826086956522,0.604651162790698,0.65,0.547222222222222,0.666666666666667,0.65,0.658333333333333,0.813471502590673,0.805128205128205,0.811655011655012
svm_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdne,40,0,40,6, low_bits_4_shifted_2, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.99456522 0.99456522 1.         1.         1.        ],0.608552631578947,0.539473684210526,0.829829172141919,1,1,1,0.602006688963211,0.573248407643312,0.609753455522336,0.513888888888889,0.552238805970149,0.540825285338016,0.82744836775483,0.830213903743315,0.8298356340422
svm_model_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63,8, mscn, svdn,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.70454545 0.65909091 0.59090909 0.59090909 0.5       ],0.527777777777778,0.513888888888889,0.80939226519337,1,1,1,0.595238095238095,0.581395348837209,0.514835605453087,0.520547945205479,0.678571428571429,0.543831168831169,0.816,0.85,0.809615384615385
svm_model_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70,6, mscn, svdne,158,52,52,0.603053435114504,0.198473282442748,0.198473282442748, [0.625   0.8125  0.5625  0.78125 0.6    ],0.730769230769231,0.576923076923077,0.748091603053435,0.794520547945205,0.734177215189873,0.810126582278481,0.72,0.72,0.73037037037037,0.592592592592593,0.64,0.579259259259259,0.736,0.713178294573643,0.747566590895844
svm_model_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52,10, mscn, svdn,282,94,94,0.6,0.2,0.2, [0.44827586 0.46428571 0.33928571 0.48214286 0.375     ],0.554347826086957,0.456521739130435,0.609442060085837,0.682926829268293,0.695035460992908,0.677304964539007,0.559139784946237,0.52,0.557619047619048,0.404761904761905,0.404761904761905,0.452380952380952,0.607758620689655,0.605150214592275,0.609442060085837
ensemble_model_v2_N26_B0_E26_nb_zones_6_low_bits_4_shifted_2_svdne,26,0,26, zones, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [1. 1. 1. 1. 1.],0.503164556962025,0.487341772151899,0.798356510745891,1,1,1,0.560224089635854,0.625,0.501602564102564,0.517857142857143,0.530487804878049,0.48563863928113,0.805842970176506,0.828535669586984,0.798048166849686
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svd,8,46,54, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.70689655 0.75862069 0.74137931 0.65517241 0.76785714],0.595505617977528,0.629213483146067,0.819742489270386,0.946996466431096,0.930555555555556,0.947916666666667,0.590909090909091,0.565217391304348,0.596562184024267,0.637362637362637,0.674418604651163,0.630687563195147,0.818181818181818,0.811158798283262,0.819742489270386
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4,8, low_bits_2, svdn,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.81007752 0.83984375 0.84765625 0.796875   0.83203125],0.765807962529274,0.733021077283372,0.832865168539326,0.893521965748325,0.93603744149766,0.888455538221529,0.769585253456221,0.814634146341463,0.767677433531092,0.760504201680672,0.804444444444444,0.728954895489549,0.841544607190413,0.88515406162465,0.832717875882747
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40,6, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [1.         0.99479167 1.         1.         1.        ],0.771875,0.78125,0.910625,1,1,1,0.743859649122807,0.670886075949367,0.770628223159869,0.75,0.664556962025316,0.779809345210189,0.906229508196721,0.868090452261306,0.910413385334634
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.94210526 0.94736842 0.97368421 0.9787234  0.96276596],0.847619047619048,0.819047619047619,0.930837563451777,0.995789473684211,1,0.995771670190275,0.863636363636364,0.921212121212121,0.843939393939394,0.826747720364742,0.912751677852349,0.823845718444247,0.933169834457388,0.966963151207116,0.93088335000153
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4,8, low_bits_6, svdn,1314,438,438,0.6,0.2,0.2, [0.59848485 0.59090909 0.63358779 0.70229008 0.65648855],0.518264840182648,0.522831050228311,0.59041095890411,0.62172878667724,0.596651445966514,0.636986301369863,0.465822784810127,0.425925925925926,0.517017017017017,0.430517711171662,0.365740740740741,0.520708208208208,0.556599110232328,0.516988062442608,0.590010834127753
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66,8, mscn, svd,214,71,71,0.601123595505618,0.199438202247191,0.199438202247191, [0.81818182 0.79545455 0.71428571 0.73809524 0.66666667],0.577464788732394,0.661971830985916,0.839887640449438,0.985915492957746,0.981308411214953,0.985981308411215,0.625,0.657894736842105,0.571371610845295,0.7,0.736842105263158,0.656299840510367,0.847184986595174,0.863387978142077,0.83920843993809
svm_model_N26_B0_E26_nb_zones_8_lab_svd,26,0,26,8, lab, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [1. 1. 1. 1. 1.],0.48421052631579,0.518421052631579,0.800736067297581,1,1,1,0.652482269503546,1,0.5,0.682842287694974,1,0.5,0.833990363556724,1,0.800526315789474
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svd,16,0,16,8, low_bits_4_shifted_2, svd,1230,410,410,0.6,0.2,0.2, [0.98780488 1.         0.99186992 1.         1.        ],0.573170731707317,0.573170731707317,0.829268292682927,1,1,1,0.684684684684685,0.892018779342723,0.560222587640905,0.678899082568807,0.958549222797927,0.594481984670853,0.849785407725322,0.969637610186092,0.829813946006554
ensemble_model_v2_N16_B42_E58_nb_zones_8_mscn_svdne,16,42,58, zones, mscn, svdne,234,78,78,0.6,0.2,0.2, [0.70833333 0.77083333 0.73913043 0.67391304 0.73913043],0.615384615384615,0.551282051282051,0.815384615384615,0.969162995594714,0.94017094017094,0.97008547008547,0.625,0.675675675675676,0.618325642715887,0.615384615384615,0.717948717948718,0.551282051282051,0.819095477386935,0.844559585492228,0.81568080797454
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32,8, low_bits_2, svd,1044,348,348,0.6,0.2,0.2, [0.94761905 0.96666667 0.93269231 0.94230769 0.94230769],0.71551724137931,0.729885057471264,0.877586206896552,0.981167608286252,0.998084291187739,0.980842911877395,0.642599277978339,0.523529411764706,0.711202908129544,0.649253731343284,0.517857142857143,0.72281746031746,0.867454884878656,0.81046511627907,0.876823467230444
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_4_shifted_2_svdne,32,0,32, zones, low_bits_4_shifted_2, svdne,852,284,284,0.6,0.2,0.2, [0.99418605 1.         1.         1.         1.        ],0.598591549295775,0.584507042253521,0.836619718309859,1,1,1,0.639240506329114,0.691780821917808,0.595890410958904,0.626582278481013,0.717391304347826,0.588147706968433,0.84366576819407,0.88169014084507,0.836619718309859
ensemble_model_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70,6, mscn, svdne,186,62,62,0.6,0.2,0.2, [0.71052632 0.71052632 0.76315789 0.80555556 0.72222222],0.612903225806452,0.629032258064516,0.848387096774193,1,1,1,0.612903225806452,0.826086956521739,0.656633221850613,0.747252747252747,0.871794871794872,0.544593088071349,0.861356932153392,0.941935483870968,0.848387096774193
ensemble_model_N16_B0_E16_nb_zones_8_lab_svd,16,0,16,8, lab, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [1. 1. 1. 1. 1.],0.518159806295399,0.51089588377724,0.805905130687319,1,1,1,0.65982905982906,0.910377358490566,0.507427485215432,0.652920962199313,0.95959595959596,0.528635189100305,0.833402575820524,0.97378640776699,0.806391273381565
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63,8, mscn, svdn,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.60869565 0.60869565 0.58695652 0.54347826 0.5       ],0.56578947368421,0.578947368421053,0.829842931937173,1,1,1,0.602409638554217,0.581395348837209,0.563424947145877,0.627906976744186,0.627906976744186,0.571529245947851,0.837092731829574,0.830845771144279,0.829787526456117
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52,10, mscn, svdn,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.48275862 0.51724138 0.51724138 0.46551724 0.5       ],0.522727272727273,0.511363636363636,0.817596566523605,1,1,1,0.533333333333333,0.558139534883721,0.523514211886305,0.505747126436782,0.488888888888889,0.511886304909561,0.817987152034261,0.819742489270386,0.817596566523605
svm_model_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54,10, mscn, svdn,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.48214286 0.59259259 0.44444444 0.62962963 0.59259259],0.455555555555556,0.611111111111111,0.581858407079646,0.639175257731959,0.683823529411765,0.613970588235294,0.524271844660194,0.613636363636364,0.45899209486166,0.646464646464646,0.727272727272727,0.613636363636364,0.616632860040568,0.678571428571429,0.582706766917293
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16,8, low_bits_6, svd,1230,410,410,0.6,0.2,0.2, [0.99593496 0.99593496 0.99593496 0.99593496 0.99593496],0.492682926829268,0.519512195121951,0.802439024390244,1,1,1,0.659016393442623,1,0.502392344497608,0.681744749596123,0.995283018867924,0.502692014484467,0.83529890199268,0.999027237354086,0.801861955271955
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdn,8,0,8,8, low_bits_4_shifted_2, svdn,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.91935484 0.9233871  0.88617886 0.91869919 0.88617886],0.59367396593674,0.574209245742092,0.794747081712062,0.935794542536116,0.944894651539708,0.93517017828201,0.655670103092784,0.753554502369668,0.589277251184834,0.631578947368421,0.710900473933649,0.570450236966825,0.808703535811423,0.858517805582291,0.794057329536475
ensemble_model_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4,8, lab, svdn,1206,402,402,0.6,0.2,0.2, [0.97520661 0.99173554 0.97107438 0.9625     0.98333333],0.514925373134328,0.517412935323383,0.806467661691542,1,1,1,0.6524064171123,0.867298578199052,0.496476514230416,0.631178707224335,0.851282051282051,0.527090301003345,0.830353249018753,0.943508424182359,0.805920046257013
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40,6, low_bits_6, svdne,912,304,304,0.6,0.2,0.2, [0.99456522 1.         1.         1.         1.        ],0.536184210526316,0.546052631578947,0.816447368421053,1,1,1,0.584070796460177,0.630573248407643,0.532973699033754,0.549019607843137,0.538461538461538,0.546257796257796,0.820809248554913,0.830949284785436,0.81627357714638
svm_model_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58,10, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.70689655 0.81034483 0.80357143 0.75       0.73214286],0.549450549450549,0.626373626373626,0.839055793991416,1,1,1,0.594059405940594,0.714285714285714,0.561224489795918,0.716666666666667,0.877551020408163,0.605442176870748,0.851485148514852,0.92274678111588,0.839055793991416
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svd,32,34,66, zones, mscn, svd,246,82,82,0.6,0.2,0.2, [0.76       0.68       0.66       0.75       0.77083333],0.707317073170732,0.573170731707317,0.846341463414634,0.983606557377049,0.975609756097561,0.983739837398374,0.72093023255814,0.775,0.708928571428571,0.597701149425287,0.604651162790698,0.571556350626118,0.848920863309352,0.859223300970874,0.846278317152104
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16,8, low_bits_5, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.99561404 1.         1.         0.99561404 1.        ],0.58311345646438,0.562005277044855,0.829113924050633,1,1,1,0.703007518796992,0.968911917098446,0.575853808011588,0.67578125,0.971910112359551,0.585457543741964,0.851512373968836,0.988297872340426,0.83044600729992
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4,8, low_bits_4, svdn,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.79615385 0.83461538 0.79615385 0.82307692 0.81395349],0.516203703703704,0.474537037037037,0.782608695652174,0.974124809741248,0.98613251155624,0.973805855161787,0.581162324649299,0.668202764976958,0.515496731325689,0.545090180360721,0.62962962962963,0.474537037037037,0.796712802768166,0.851201478743068,0.782545183815979
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26,8, low_bits_5, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [1.         1.         0.99553571 1.         1.        ],0.46524064171123,0.542780748663102,0.801816239316239,1,1,1,0.635036496350365,1,0.5,0.703639514731369,1,0.5,0.835037794575367,1,0.80117899249732
ensemble_model_v2_N40_B30_E70_nb_zones_6_mscn_svdne,40,30,70, zones, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.80555556 0.66666667 0.69444444 0.77777778 0.61111111],0.633333333333333,0.6,0.843333333333333,0.994475138121547,1,0.994444444444444,0.65625,0.636363636363636,0.632996632996633,0.6,0.72,0.617142857142857,0.845901639344262,0.871621621621622,0.843705547652916
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26,8, low_bits_4, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [1. 1. 1. 1. 1.],0.506393861892583,0.547314578005115,0.810838445807771,1,1,1,0.664347826086957,1,0.5175,0.699490662139219,1,0.521621621621622,0.841745081266039,1,0.809670781893004
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svdn,26,37,63, zones, mscn, svdn,228,76,76,0.6,0.2,0.2, [0.52173913 0.69565217 0.56521739 0.60869565 0.59090909],0.539473684210526,0.552631578947368,0.81578947368421,0.995633187772926,1,0.995614035087719,0.533333333333333,0.512820512820513,0.54019404019404,0.630434782608696,0.763157894736842,0.552631578947368,0.823232323232323,0.853403141361257,0.815590459569517
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32,8, low_bits_3, svd,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.99115044 0.99557522 0.98230088 1.         1.        ],0.625,0.63031914893617,0.851222104144527,1,1,1,0.708074534161491,0.863636363636364,0.611593462717058,0.701075268817204,0.871657754010695,0.631596072772543,0.865255052935515,0.946315789473684,0.850303817483623
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,834,278,278,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.597122302158273,0.643884892086331,0.848201438848921,1,1,1,0.658536585365854,0.8,0.602797202797203,0.689655172413793,0.827067669172932,0.651464869069225,0.857528696826469,0.927007299270073,0.849319252471916
svm_model_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40,6, low_bits_5, svdne,998,332,332,0.600481347773767,0.199759326113117,0.199759326113117, [0.985 1.    1.    1.    1.   ],0.557228915662651,0.581325301204819,0.82791817087846,1,1,1,0.631578947368421,0.715909090909091,0.547057109557109,0.637075718015666,0.726190476190476,0.579558652729385,0.839325842696629,0.886120996441281,0.827065382225524
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svdn,4,48,52, zones, mscn, svdn,282,94,94,0.6,0.2,0.2, [0.43103448 0.57142857 0.53571429 0.48214286 0.625     ],0.5,0.467391304347826,0.789699570815451,0.98932384341637,0.985815602836879,0.98936170212766,0.477272727272727,0.428571428571429,0.504983388704319,0.379746835443038,0.348837209302326,0.460132890365449,0.78125,0.751072961373391,0.78969957081545
svm_model_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8,8, lab, svdn,1224,408,408,0.6,0.2,0.2, [0.60569106 0.65447154 0.66393443 0.65983607 0.6557377 ],0.529411764705882,0.509803921568627,0.627941176470588,0.696443341604632,0.687908496732026,0.70016339869281,0.536231884057971,0.538834951456311,0.529318465827165,0.5260663507109,0.54679802955665,0.509984380631984,0.628850855745721,0.629774730656219,0.627939377104361
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54,10, mscn, svdn,308,102,102,0.6015625,0.19921875,0.19921875, [0.48387097 0.41935484 0.43548387 0.40322581 0.46666667],0.468354430379747,0.531645569620253,0.830472103004292,1,1,1,0.5,0.538461538461538,0.469230769230769,0.531645569620253,0.525,0.531730769230769,0.832271762208068,0.841201716738197,0.830472103004292
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.77631579 0.78947368 0.79385965 0.81858407 0.81415929],0.592592592592593,0.537037037037037,0.790169133192389,0.939501779359431,0.929577464788732,0.940140845070422,0.666666666666667,0.814814814814815,0.592592592592593,0.618736383442266,0.720812182741117,0.528914378663376,0.805867970660147,0.863731656184486,0.789541734275612
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdn,4,0,4,8, low_bits_4_shifted_2, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.93913043 0.94347826 0.9        0.93043478 0.89035088],0.468586387434555,0.50261780104712,0.788702928870293,0.990359333917616,0.984320557491289,0.990418118466899,0.522352941176471,0.627118644067797,0.479412980570484,0.549763033175355,0.597938144329897,0.501096731739417,0.796780684104628,0.838095238095238,0.789264785541931
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,1176,392,392,0.6,0.2,0.2, [0.96186441 0.97033898 0.96610169 0.93589744 0.97435897],0.801020408163265,0.857142857142857,0.91530612244898,0.973509933774834,1,0.972789115646259,0.816037735849056,0.856435643564356,0.799270453361126,0.866666666666667,0.892156862745098,0.855652899457655,0.919103313840156,0.948692152917505,0.914822266934943
svm_model_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66,8, mscn, svdn,216,72,72,0.6,0.2,0.2, [0.56818182 0.65909091 0.5        0.45238095 0.54761905],0.513888888888889,0.597222222222222,0.727777777777778,0.845454545454546,0.861111111111111,0.842592592592593,0.567901234567901,0.58974358974359,0.506993006993007,0.613333333333333,0.605263157894737,0.596749226006192,0.73936170212766,0.751351351351351,0.727104247104247
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58,10, mscn, svd,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.76785714 0.75       0.76785714 0.66071429 0.81481481],0.673913043478261,0.58695652173913,0.833333333333333,0.967032967032967,0.949640287769784,0.967625899280576,0.705882352941176,0.72,0.669523809523809,0.634615384615385,0.767441860465116,0.598006644518272,0.839248434237996,0.866379310344828,0.833189655172414
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.98728814 0.99152542 0.9957265  0.99145299 0.9957265 ],0.815856777493606,0.854219948849105,0.933537832310838,0.999147485080989,0.998296422487223,0.999148211243612,0.833333333333333,0.9,0.813874345549738,0.866510538641686,0.948717948717949,0.854461015175301,0.936023622047244,0.968431771894094,0.933394530710907
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8,8, low_bits_3, svdn,1194,398,398,0.6,0.2,0.2, [0.925      0.90833333 0.93697479 0.91176471 0.8907563 ],0.776381909547739,0.763819095477387,0.880402010050251,0.95575221238938,0.994974874371859,0.95393634840871,0.807775377969763,0.916666666666667,0.772766323024055,0.794759825327511,0.88780487804878,0.759964615190193,0.890018484288355,0.957256461232604,0.879542864762643
svm_model_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70,8, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.84782609 0.7826087  0.88636364 0.75       0.86363636],0.608108108108108,0.702702702702703,0.852150537634409,0.981818181818182,0.964285714285714,0.982142857142857,0.641975308641975,0.619047619047619,0.60639880952381,0.702702702702703,0.742857142857143,0.704761904761905,0.853333333333333,0.846560846560847,0.852242171914303
svm_model_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63,8, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.82608696 0.7826087  0.80434783 0.7826087  0.75      ],0.657894736842105,0.592105263157895,0.844736842105263,0.991150442477876,0.982456140350877,0.991228070175439,0.704545454545454,0.75609756097561,0.649477351916376,0.64367816091954,0.7,0.586111111111111,0.85286783042394,0.876923076923077,0.843866943866944
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.98275862 1.         1.         1.         0.99418605],0.729166666666667,0.777777777777778,0.901525658807212,1,1,1,0.753164556962025,0.875,0.736842105263158,0.801242236024845,0.877551020408163,0.775654942828195,0.905585106382979,0.951117318435754,0.901867199162781
svm_model_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.72413793 0.67241379 0.65517241 0.74137931 0.60344828],0.625,0.556818181818182,0.684549356223176,0.725274725274725,0.682758620689655,0.741379310344828,0.65979381443299,0.711111111111111,0.622997416020672,0.613861386138614,0.72093023255814,0.56046511627907,0.687898089171974,0.695278969957082,0.684549356223176
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4,8, low_bits_5, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.89655172 0.87068966 0.89655172 0.84782609 0.86521739],0.52987012987013,0.511688311688312,0.792834890965732,0.973821989528796,0.965397923875432,0.974048442906574,0.593258426966292,0.725274725274725,0.539977264115195,0.594827586206897,0.683168316831683,0.502786344208191,0.805839416058394,0.860706860706861,0.792905297573348
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svdn,8,46,54, zones, mscn, svdn,282,94,94,0.6,0.2,0.2, [0.53448276 0.58928571 0.46428571 0.58928571 0.55357143],0.521739130434783,0.445652173913043,0.791845493562232,0.992907801418439,0.992907801418439,0.99290780141844,0.488372093023256,0.456521739130435,0.521739130434783,0.43956043956044,0.434782608695652,0.445652173913043,0.788671023965142,0.776824034334764,0.791845493562232
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8,8, low_bits_5, svdn,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.85483871 0.87096774 0.9233871  0.87096774 0.83739837],0.524271844660194,0.5,0.736178467507274,0.889922480620155,0.927302100161551,0.88529886914378,0.44,0.386934673366834,0.519758416495624,0.443243243243243,0.394230769230769,0.501036953242836,0.729353233830846,0.714424951267057,0.736073479494532
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66,8, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.54166667 0.58333333 0.66666667 0.6875     0.64583333],0.5625,0.575,0.825,0.995850622406639,1,0.995833333333333,0.578313253012048,0.6,0.5625,0.638297872340426,0.652173913043478,0.561381074168798,0.832535885167464,0.844660194174757,0.824391952757482
ensemble_model_v2_N32_B0_E32_nb_zones_6_lab_svdne,32,0,32, zones, lab, svdne,912,304,304,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.634868421052632,0.585526315789474,0.844078947368421,1,1,1,0.683760683760684,0.857142857142857,0.651132404181185,0.673575129533679,0.860927152317881,0.58732632125698,0.856276531231049,0.945113788487282,0.845778110285038
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svd,16,42,58, zones, mscn, svd,308,102,102,0.6015625,0.19921875,0.19921875, [0.69354839 0.70967742 0.64516129 0.69354839 0.7       ],0.620253164556962,0.632911392405063,0.813304721030043,0.908496732026144,0.902597402597403,0.909090909090909,0.625,0.694444444444444,0.626291989664083,0.674157303370787,0.697674418604651,0.626614987080103,0.816842105263158,0.832618025751073,0.813304721030043
ensemble_model_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40,6, lab, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [1.         1.         1.         1.         0.99450549],0.577557755775578,0.603960396039604,0.836411609498681,1,1,1,0.479674796747968,0.375796178343949,0.585158363144577,0.478260869565217,0.371621621621622,0.598714036617262,0.821067821067821,0.748684210526316,0.836643692564745
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70,8, mscn, svd,210,70,70,0.6,0.2,0.2, [0.80952381 0.80952381 0.71428571 0.83333333 0.83333333],0.642857142857143,0.571428571428571,0.842857142857143,1,1,1,0.615384615384615,0.588235294117647,0.641339869281046,0.571428571428571,0.588235294117647,0.571895424836601,0.840579710144928,0.838150289017341,0.842803958067992
ensemble_model_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.75       0.64583333 0.79166667 0.70833333 0.8125    ],0.6125,0.5625,0.8275,0.98744769874477,0.983333333333333,0.9875,0.64367816091954,0.777777777777778,0.627525252525253,0.639175257731959,0.673913043478261,0.542838874680307,0.836879432624114,0.876237623762376,0.827007700770077
ensemble_model_v2_N32_B0_E32_nb_zones_6_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [1. 1. 1. 1. 1.],0.613475177304965,0.528368794326241,0.828611898016997,1,1,1,0.698060941828255,0.7875,0.586372950819672,0.607669616519174,0.715277777777778,0.524305555555556,0.843669250645995,0.896978021978022,0.826412987597198
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.89166667 0.87916667 0.9125     0.90756303 0.91176471],0.781407035175879,0.78894472361809,0.882028112449799,0.94912559618442,0.998327759197324,0.946488294314381,0.789346246973366,0.819095477386935,0.781407035175879,0.798076923076923,0.805825242718447,0.78832928802589,0.8873981792046,0.923230309072781,0.881736489217887
ensemble_model_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52,10, mscn, svdne,300,100,100,0.6,0.2,0.2, [0.75       0.68333333 0.73333333 0.7        0.56666667],0.566265060240964,0.63855421686747,0.815450643776824,0.93006993006993,0.886666666666667,0.933333333333333,0.560975609756098,0.621621621621622,0.571680376028202,0.6875,0.717391304347826,0.628965922444183,0.814655172413793,0.811158798283262,0.815450643776824
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdne,40,0,40,6, low_bits_4_shifted_2, svdne,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [1. 1. 1. 1. 1.],0.650375939849624,0.669172932330827,0.864114114114114,1,1,1,0.671378091872792,0.703703703703704,0.649561775515974,0.678832116788321,0.694029850746269,0.668984622342831,0.866617538688283,0.878923766816143,0.864047102110937
svm_model_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54,10, mscn, svdne,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.81034483 0.77586207 0.67857143 0.58928571 0.64285714],0.681318681318681,0.637362637362637,0.725321888412017,0.75187969924812,0.704225352112676,0.767605633802817,0.694736842105263,0.767441860465116,0.685804263565892,0.652631578947368,0.645833333333333,0.63687015503876,0.719298245614035,0.703862660944206,0.725321888412017
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8,8, low_bits_4, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.94166667 0.9625     0.94166667 0.93697479 0.92436975],0.610552763819096,0.638190954773869,0.840863453815261,0.984974958263773,0.986622073578595,0.98494983277592,0.638694638694639,0.736559139784946,0.618279569892473,0.690987124463519,0.805,0.637348484848485,0.84854276158624,0.902439024390244,0.841596496322106
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,1164,388,388,0.6,0.2,0.2, [0.98290598 0.9957265  1.         1.         1.        ],0.716494845360825,0.729381443298969,0.889175257731959,1,1,1,0.757709251101322,0.868686868686869,0.713290802764487,0.766146993318485,0.895833333333333,0.731079931972789,0.895984518626028,0.952674897119342,0.889044060129918
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.84016393 0.89344262 0.85655738 0.85950413 0.87190083],0.735802469135802,0.795061728395062,0.856367226061204,0.919005613472334,0.942434210526316,0.916940789473684,0.734491315136476,0.74,0.735853658536585,0.782152230971129,0.748743718592965,0.794274771917842,0.85672082717873,0.863952333664349,0.856411888127562
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32,8, low_bits_4, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [1. 1. 1. 1. 1.],0.48586118251928,0.534704370179949,0.804213771839671,1,1,1,0.644128113879004,1,0.519230769230769,0.693739424703892,1,0.508152173913043,0.835846617837139,1,0.804815573770492
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svdn,32,34,66, zones, mscn, svdn,240,80,80,0.6,0.2,0.2, [0.58333333 0.5625     0.625      0.625      0.72916667],0.475,0.4875,0.7925,1,1,1,0.522727272727273,0.560975609756098,0.472795497185741,0.559139784946237,0.666666666666667,0.491869918699187,0.802850356294537,0.845,0.7925
svm_model_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58,10, mscn, svdn,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.48275862 0.5        0.5862069  0.51785714 0.60714286],0.5,0.5,0.527896995708155,0.624277456647399,0.755244755244755,0.545454545454545,0.601769911504425,0.708333333333333,0.485119047619048,0.563106796116505,0.69047619047619,0.511904761904762,0.608540925266904,0.733905579399142,0.527896995708155
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svd,40,30,70, zones, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.81818182 0.77272727 0.77272727 0.75       0.93181818],0.616438356164384,0.575342465753425,0.836065573770492,0.995433789954338,0.990909090909091,0.995454545454546,0.611111111111111,0.536585365853659,0.627667682926829,0.550724637681159,0.452380952380952,0.59715821812596,0.833333333333333,0.77720207253886,0.839468088292552
ensemble_model_v2_N26_B37_E63_nb_zones_8_mscn_svdne,26,37,63, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.625      0.70833333 0.6875     0.70833333 0.80434783],0.582278481012658,0.607594936708861,0.838383838383838,1,1,1,0.65979381443299,0.761904761904762,0.57014157014157,0.607594936708861,0.666666666666667,0.612403100775194,0.845410628019323,0.888324873096447,0.838634798357269
ensemble_model_v2_N4_B48_E52_nb_zones_10_mscn_svdne,4,48,52, zones, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.70689655 0.62068966 0.67241379 0.63793103 0.625     ],0.617977528089888,0.415730337078652,0.751072961373391,0.895104895104895,0.888888888888889,0.895833333333333,0.645833333333333,0.72093023255814,0.621334681496461,0.469387755102041,0.5,0.412790697674419,0.758333333333333,0.781115879828326,0.751072961373391
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26,8, low_bits_6, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.98245614 0.99557522 0.98230088 0.98230088 0.98230088],0.49867374005305,0.519893899204244,0.803817603393425,1,1,1,0.665486725663717,1,0.5,0.684118673647469,1,0.5,0.837004405286344,1,0.802350427350427
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8,8, low_bits_6, svdn,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.77016129 0.7983871  0.83064516 0.8266129  0.77235772],0.529126213592233,0.514563106796116,0.716779825412221,0.855182926829268,0.906300484652665,0.846526655896607,0.533653846153846,0.533653846153846,0.529081825037707,0.49748743718593,0.515625,0.514630681818182,0.725305738476011,0.756624141315015,0.717238245154152
ensemble_model_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.68965517 0.74137931 0.60344828 0.72413793 0.63793103],0.727272727272727,0.590909090909091,0.839055793991416,0.946996466431095,0.924137931034483,0.948275862068966,0.7,0.622222222222222,0.729715762273902,0.55,0.511627906976744,0.589147286821706,0.830699774266366,0.789699570815451,0.839055793991416
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26,8, low_bits_2, svd,1170,390,390,0.6,0.2,0.2, [0.92307692 0.94871795 0.95726496 0.92307692 0.92735043],0.866666666666667,0.856410256410256,0.921538461538461,0.962962962962963,1,0.961538461538462,0.85792349726776,0.839572192513369,0.865598904138458,0.848648648648649,0.805128205128205,0.856410256410256,0.92157867760123,0.929679420889348,0.921604715531144
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [1. 1. 1. 1. 1.],0.780185758513932,0.829721362229102,0.922029702970297,1,1,1,0.8,0.860606060606061,0.778404296125815,0.844192634560906,0.903030303030303,0.828097429996164,0.924910607866508,0.952147239263804,0.921766503527033
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4,8, low_bits_6, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.89915966 0.86134454 0.88559322 0.87711864 0.88559322],0.441624365482234,0.398477157360406,0.762677484787018,0.990685859441152,0.988175675675675,0.990709459459459,0.478672985781991,0.528795811518325,0.444200861424187,0.462585034013606,0.517766497461929,0.398477157360406,0.771037181996086,0.804081632653061,0.762927913100724
svm_model_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66,8, mscn, svdne,234,78,78,0.6,0.2,0.2, [0.89583333 0.79166667 0.73913043 0.80434783 0.84782609],0.615384615384615,0.525641025641026,0.782051282051282,0.923076923076923,0.923076923076923,0.923076923076923,0.673913043478261,0.81578947368421,0.620394736842105,0.593406593406593,0.72972972972973,0.535596572181938,0.796163069544365,0.864583333333333,0.783301767676768
svm_model_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70,8, mscn, svdn,248,82,82,0.601941747572815,0.199029126213592,0.199029126213592, [0.74       0.7        0.6        0.58       0.66666667],0.51219512195122,0.560975609756098,0.725728155339806,0.854901960784314,0.879032258064516,0.850806451612903,0.523809523809524,0.578947368421053,0.516746411483254,0.6,0.6,0.556756756756757,0.736596736596737,0.763285024154589,0.725544951101685
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58,10, mscn, svdn,294,98,98,0.6,0.2,0.2, [0.55       0.48333333 0.60344828 0.53448276 0.62068966],0.418604651162791,0.488372093023256,0.798283261802575,1,1,1,0.489795918367347,0.51063829787234,0.409165302782324,0.463414634146342,0.487179487179487,0.488270594653573,0.80168776371308,0.815450643776824,0.798283261802575
svm_model_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63,10, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.68333333 0.86206897 0.72413793 0.74137931 0.68965517],0.528735632183908,0.655172413793103,0.84549356223176,0.996563573883162,0.993150684931507,0.996575342465753,0.577319587628866,0.736842105263158,0.552094522019334,0.727272727272727,0.816326530612245,0.631847475832438,0.855421686746988,0.914163090128755,0.84549356223176
svm_model_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.6        0.75714286 0.65714286 0.69117647 0.70588235],0.616666666666667,0.666666666666667,0.776824034334764,0.826210826210826,0.838150289017341,0.823699421965318,0.622950819672131,0.612903225806452,0.616796440489433,0.696969696969697,0.793103448275862,0.670745272525028,0.782426778242678,0.802575107296137,0.776824034334764
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svdn,4,0,4, zones, lab, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.97391304 0.97368421 0.98684211 0.99561404 0.97807018],0.518421052631579,0.526315789473684,0.808622502628812,0.99912510936133,1,0.999124343257443,0.583143507972665,0.688172043010753,0.521921073051768,0.585253456221198,0.658031088082902,0.524202709816852,0.819444444444444,0.869473684210526,0.808686421937196
svm_model_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4,8, low_bits_3, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.92241379 0.94396552 0.96086957 0.97391304 0.96086957],0.731770833333333,0.721354166666667,0.872008324661811,0.969335604770017,0.986135181975737,0.968804159445407,0.751807228915663,0.852459016393443,0.737174781828562,0.757369614512472,0.852040816326531,0.718573599652627,0.878817733990148,0.933054393305439,0.872324298101995
ensemble_model_v2_N8_B46_E54_nb_zones_10_mscn_svdne,8,46,54, zones, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.58928571 0.72222222 0.7037037  0.83333333 0.77777778],0.555555555555556,0.622222222222222,0.809734513274336,0.955555555555556,0.948529411764706,0.955882352941176,0.607843137254902,0.688888888888889,0.555555555555556,0.653061224489796,0.727272727272727,0.624505928853755,0.817021276595744,0.853333333333333,0.80992657856094
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svd,16,0,16, zones, low_bits_4_shifted_2, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [1.         0.99568966 0.99137931 0.99565217 1.        ],0.563636363636364,0.581818181818182,0.829179646936656,1,1,1,0.670588235294118,0.881443298969072,0.561140497652075,0.688588007736944,0.917525773195876,0.579181734765477,0.849289967934036,0.959627329192547,0.828771997929607
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.81465517 0.84482759 0.83189655 0.84051724 0.80603448],0.601036269430052,0.536269430051813,0.796583850931677,0.949324324324324,0.968965517241379,0.948275862068966,0.598958333333333,0.611702127659574,0.601305609284333,0.558024691358025,0.591623036649215,0.536837159350248,0.800810947795236,0.823774765380605,0.796779469021238
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.99545455 1.         1.         1.         0.99090909],0.57103825136612,0.581967213114754,0.830786026200873,1,1,1,0.677618069815195,0.921787709497207,0.578540913572133,0.695825049701789,0.951086956521739,0.579939082656474,0.851674641148325,0.974808324205915,0.831256175160629
ensemble_model_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.79166667 0.7826087  0.89130435 0.76086957 0.89130435],0.597402597402597,0.597402597402597,0.839378238341969,1,1,1,0.659340659340659,0.697674418604651,0.584131326949384,0.586666666666667,0.709677419354839,0.615708274894811,0.844221105527638,0.884210526315789,0.840064446831364
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70,8, mscn, svdn,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.77272727 0.70454545 0.61363636 0.75      ],0.47945205479452,0.506849315068493,0.792349726775956,0.990990990990991,1,0.990909090909091,0.536585365853659,0.611111111111111,0.481231231231231,0.55,0.578947368421053,0.503759398496241,0.802083333333333,0.83695652173913,0.792104634495939
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdn,8,0,8,8, low_bits_4_shifted_2, svdn,1218,406,406,0.6,0.2,0.2, [0.95491803 0.95901639 0.97131148 0.95081967 0.95867769],0.524630541871921,0.5,0.8,0.991803278688525,0.993431855500821,0.991789819376026,0.62669245647969,0.805970149253731,0.527375318529305,0.620560747663551,0.798076923076923,0.492472804972805,0.821302816901408,0.916502946954813,0.799654635532743
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svd,16,0,16, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [1.         1.         1.         1.         0.99159664],0.606060606060606,0.573232323232323,0.836024217961655,1,1,1,0.706766917293233,0.92156862745098,0.596200980392157,0.678095238095238,0.912820512820513,0.578300803673938,0.855362705829995,0.966800804828974,0.83562712306226
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63,10, mscn, svd,276,92,92,0.6,0.2,0.2, [0.75       0.82142857 0.78571429 0.61111111 0.61111111],0.619565217391304,0.619565217391304,0.845652173913043,0.996363636363636,0.992753623188406,0.996376811594203,0.639175257731959,0.704545454545455,0.623106060606061,0.684684684684685,0.775510204081633,0.608685334598956,0.853002070393375,0.891774891774892,0.845450764664738
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdn,4,0,4, zones, low_bits_4_shifted_2, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.92410714 0.92792793 0.89189189 0.92792793 0.94144144],0.543243243243243,0.5,0.802375809935205,0.989228007181328,0.991007194244604,0.989208633093525,0.565552699228792,0.611111111111111,0.545029239766082,0.54320987654321,0.585106382978723,0.498597147533318,0.808176100628931,0.834415584415584,0.802444861173309
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26,8, low_bits_3, svd,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.99606299 0.99603175 0.98809524 0.99206349 0.98809524],0.797619047619048,0.845238095238095,0.928639391056137,1,1,1,0.813186813186813,0.902439024390244,0.800056721497447,0.865424430641822,0.945701357466063,0.839684849587303,0.931818181818182,0.969725638599811,0.928403489156365
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svdn,16,42,58, zones, mscn, svdn,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.53225806 0.51612903 0.55       0.63333333 0.56666667],0.506172839506173,0.506172839506173,0.828326180257511,1,1,1,0.565217391304348,0.577777777777778,0.497222222222222,0.487179487179487,0.527777777777778,0.508333333333333,0.831223628691983,0.84549356223176,0.828326180257511
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svd,26,0,26,8, low_bits_4_shifted_2, svd,1164,388,388,0.6,0.2,0.2, [0.97435897 0.98717949 0.98706897 0.97844828 0.97844828],0.497422680412371,0.530927835051546,0.805670103092784,1,1,1,0.664371772805508,1,0.5,0.693602693602694,1,0.5,0.838820008550663,1,0.803441084462982
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52,12, mscn, svd,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.7027027  0.58108108 0.65277778 0.70833333 0.65277778],0.529411764705882,0.568627450980392,0.856223175965665,0.94150417827298,0.928571428571429,0.942307692307692,0.52,0.5,0.53,0.541666666666667,0.52,0.567692307692308,0.853391684901532,0.836909871244635,0.856223175965665
svm_model_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54,12, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.65714286 0.68571429 0.62857143 0.7        0.67142857],0.482758620689655,0.46551724137931,0.869098712446352,1,1,1,0.594594594594595,0.758620689655172,0.482758620689655,0.550724637681159,0.655172413793103,0.46551724137931,0.876267748478702,0.927038626609442,0.869098712446352
svm_model_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8,8, low_bits_2, svdne,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.93518519 0.93055556 0.94444444 0.91588785 0.90654206],0.818435754189944,0.812849162011173,0.887834821428571,0.938992042440318,0.986988847583643,0.935873605947955,0.785478547854785,0.708333333333333,0.812061403508772,0.797583081570997,0.725274725274725,0.814341908091908,0.886118980169972,0.880630630630631,0.887771067527705
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.995 1.    1.    1.    1.   ],0.570996978851964,0.583081570996979,0.830917874396135,1,1,1,0.650246305418719,0.725274725274725,0.553912530422598,0.656716417910448,0.771929824561403,0.576589912280702,0.844617092119867,0.895294117647059,0.829160706466209
ensemble_model_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40,6, low_bits_5, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [1.         1.         1.         0.99479167 1.        ],0.626959247648903,0.605015673981191,0.846491228070175,1,1,1,0.672176308539945,0.7625,0.626533018867924,0.65945945945946,0.734939759036145,0.599496023308922,0.85511531638084,0.898136645962733,0.846034188973781
ensemble_model_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8,8, lab, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.97916667 0.98333333 0.97916667 1.         0.99579832],0.562814070351759,0.537688442211055,0.819779116465863,0.999163179916318,0.998327759197324,0.999163879598662,0.573529411764706,0.567961165048544,0.562626415857605,0.5,0.479166666666667,0.535699838187702,0.817858954845256,0.809236947791165,0.819779116465863
ensemble_model_N26_B0_E26_nb_zones_8_lab_svd,26,0,26,8, lab, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [1. 1. 1. 1. 1.],0.611675126903553,0.581218274111675,0.838742393509128,1,1,1,0.699410609037328,0.89,0.607371134020618,0.679611650485437,0.879396984924623,0.57816003092385,0.855978260869565,0.953582240161453,0.838157073189799
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16,8, low_bits_3, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.90909091 0.925      0.90833333 0.91666667 0.94166667],0.8325,0.8025,0.897102897102897,0.951377633711507,0.976705490848586,0.950083194675541,0.848758465011287,0.84304932735426,0.831129183451141,0.790450928381963,0.801075268817204,0.802406793287107,0.899707887049659,0.914851485148515,0.896941871606515
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svd,32,0,32,8, low_bits_4_shifted_2, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [1.         0.99545455 0.99545455 1.         0.99545455],0.513661202185792,0.480874316939891,0.799126637554585,1,1,1,0.67870036101083,1,0.5,0.649446494464945,1,0.5,0.832422586520947,1,0.799564270152505
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32,8, low_bits_2, svd,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.94690265 0.94690265 0.96460177 0.96460177 0.96902655],0.848404255319149,0.840425531914894,0.932518597236982,0.991228070175439,1,0.991150442477876,0.852713178294574,0.901639344262295,0.849783402701095,0.847715736040609,0.912568306010929,0.842294515699765,0.933888599687663,0.963480128893663,0.932844165393204
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.91463415 0.91869919 0.89430894 0.92622951 0.93442623],0.75,0.776960784313726,0.888344760039177,0.971977582065652,0.99021207177814,0.971451876019576,0.762790697674419,0.828282828282828,0.752236652236652,0.801742919389978,0.863849765258216,0.772950523654749,0.893358278765201,0.9326171875,0.888214291195972
ensemble_model_v2_N32_B34_E66_nb_zones_8_mscn_svdne,32,34,66, zones, mscn, svdne,260,86,86,0.601851851851852,0.199074074074074,0.199074074074074, [0.75       0.71153846 0.73076923 0.78846154 0.75      ],0.581395348837209,0.616279069767442,0.837962962962963,0.996168582375479,1,0.996153846153846,0.608695652173913,0.717948717948718,0.593016912165848,0.697247706422018,0.826086956521739,0.60054347826087,0.848484848484849,0.911627906976744,0.838302432751045
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16,8, low_bits_2, svdn,1242,414,414,0.6,0.2,0.2, [0.92       0.88709677 0.88709677 0.91935484 0.89516129],0.770531400966184,0.751207729468599,0.852173913043478,0.917808219178082,0.971014492753623,0.91304347826087,0.809619238476954,0.859574468085106,0.756602876500654,0.757647058823529,0.875,0.763586956521739,0.863270777479893,0.928846153846154,0.851801717699776
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svdn,40,30,70, zones, mscn, svdn,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.59615385 0.75       0.66       0.66       0.66      ],0.488095238095238,0.583333333333333,0.812796208530806,0.996078431372549,1,0.996062992125984,0.494117647058823,0.5,0.488095238095238,0.615384615384615,0.636363636363636,0.580681818181818,0.816705336426914,0.826291079812207,0.812667071006582
svm_model_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.67241379 0.75862069 0.70689655 0.71428571 0.67857143],0.6,0.622222222222222,0.718884120171674,0.781362007168459,0.762237762237762,0.786713286713287,0.63265306122449,0.738095238095238,0.608630952380952,0.666666666666667,0.708333333333333,0.616071428571429,0.72651356993737,0.746781115879828,0.718884120171674
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,1212,404,404,0.6,0.2,0.2, [1.         0.99173554 0.99586777 0.99586777 1.        ],0.527227722772277,0.524752475247525,0.81039603960396,1,1,1,0.60125260960334,0.679245283018868,0.519310141509434,0.596638655462185,0.699507389162562,0.523883047815112,0.823257960313798,0.873653281096964,0.809699513421355
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40,8, low_bits_2, svd,1146,382,382,0.6,0.2,0.2, [0.96521739 0.96086957 0.96521739 0.96052632 0.96052632],0.698952879581152,0.725130890052356,0.869109947643979,0.974489795918367,1,0.973821989528796,0.670487106017192,0.585,0.704587912087912,0.699140401146132,0.616161616161616,0.729276460254721,0.866595517609392,0.836251287332647,0.869669839619465
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svd,26,37,63, zones, mscn, svd,324,108,108,0.6,0.2,0.2, [0.77272727 0.8030303  0.703125   0.796875   0.8125    ],0.591549295774648,0.591549295774648,0.862660944206009,0.981366459627329,0.975308641975309,0.981481481481481,0.641975308641975,0.722222222222222,0.58968253968254,0.650602409638554,0.771428571428571,0.594047619047619,0.868312757201646,0.905579399141631,0.862660944206009
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svd,4,48,52, zones, mscn, svd,342,114,114,0.6,0.2,0.2, [0.71428571 0.64705882 0.61764706 0.64705882 0.55882353],0.645161290322581,0.645161290322581,0.858369098712446,0.935672514619883,0.935672514619883,0.935672514619883,0.694444444444444,0.806451612903226,0.645161290322581,0.676470588235294,0.741935483870968,0.645161290322581,0.863070539419087,0.892703862660944,0.858369098712446
svm_model_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4,8, low_bits_2, svdne,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.94214876 0.9338843  0.95454545 0.95454545 0.92083333],0.805970149253731,0.81592039800995,0.893141153081511,0.949720670391062,0.985099337748344,0.947847682119205,0.807881773399015,0.788461538461538,0.806601903251388,0.802139037433155,0.76530612244898,0.814691896175946,0.894244958189867,0.901785714285714,0.893123932840068
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54,12, mscn, svd,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.64864865 0.69444444 0.69444444 0.73611111 0.625     ],0.634615384615385,0.730769230769231,0.918454935622318,0.986149584487534,0.983425414364641,0.986187845303867,0.612244897959184,0.625,0.633928571428571,0.740740740740741,0.714285714285714,0.732142857142857,0.918103448275862,0.914163090128755,0.918454935622318
ensemble_model_v2_N40_B0_E40_nb_zones_6_lab_svdne,40,0,40, zones, lab, svdne,864,288,288,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.586805555555556,0.611111111111111,0.839583333333333,1,1,1,0.642642642642643,0.764285714285714,0.591602316602316,0.67816091954023,0.830985915492958,0.61412309473278,0.850485436893204,0.920168067226891,0.840249322869644
svm_model_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66,10, mscn, svd,282,94,94,0.6,0.2,0.2, [0.74137931 0.75       0.83928571 0.71428571 0.75      ],0.597826086956522,0.510869565217391,0.774678111587983,0.915750915750916,0.886524822695035,0.918439716312057,0.564705882352941,0.533333333333333,0.59645390070922,0.536082474226804,0.553191489361702,0.509929078014184,0.769230769230769,0.751072961373391,0.774678111587983
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_4_shifted_2_svdne,40,0,40, zones, low_bits_4_shifted_2, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [1.         1.         0.99425287 1.         1.        ],0.558620689655172,0.606896551724138,0.833333333333333,1,1,1,0.644444444444444,0.852941176470588,0.575821237585943,0.688524590163934,0.887323943661972,0.612580890749905,0.848560700876095,0.949579831932773,0.83522352030243
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26,8, low_bits_5, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.99145299 0.99137931 1.         0.99137931 0.99568966],0.581395348837209,0.581395348837209,0.832644628099173,1,1,1,0.689655172413793,0.947368421052632,0.587897408495859,0.681102362204724,0.935135135135135,0.596280438854696,0.852189781021898,0.976987447698745,0.834412091196311
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.96902655 0.96017699 0.9380531  0.97767857 0.96875   ],0.608,0.605333333333333,0.840085287846482,0.995571302037201,0.998223801065719,0.995559502664298,0.668171557562077,0.766839378238342,0.603199908899391,0.662100456621005,0.805555555555556,0.613034188034188,0.850746268656716,0.913461538461538,0.840241407528641
svm_model_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.79166667 0.75       0.77083333 0.64583333 0.875     ],0.5875,0.625,0.84,0.99581589958159,0.991666666666667,0.995833333333333,0.652631578947368,0.81578947368421,0.598370927318296,0.605263157894737,0.638888888888889,0.626262626262626,0.84390243902439,0.891752577319588,0.841507356620959
ensemble_model_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58,10, mscn, svdne,282,94,94,0.6,0.2,0.2, [0.75862069 0.71428571 0.73214286 0.82142857 0.66071429],0.565217391304348,0.706521739130435,0.821888412017167,0.942857142857143,0.936170212765957,0.943262411347518,0.523809523809524,0.523809523809524,0.561904761904762,0.742857142857143,0.78,0.699523809523809,0.823027718550107,0.828326180257511,0.821888412017167
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,1338,446,446,0.6,0.2,0.2, [0.8619403  0.90298507 0.89179104 0.88432836 0.87969925],0.473094170403587,0.5,0.786995515695067,0.987208427389014,0.980568011958146,0.98729446935725,0.547206165703275,0.614718614718615,0.467824423638377,0.55310621242485,0.650943396226415,0.507095629737139,0.797613975287601,0.841726618705036,0.78714237911996
svm_model_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63,10, mscn, svdn,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.58333333 0.61666667 0.61666667 0.61666667 0.65517241],0.452380952380952,0.476190476190476,0.675965665236051,0.794612794612794,0.791946308724832,0.795302013422819,0.439024390243902,0.473684210526316,0.454233409610984,0.541666666666667,0.565217391304348,0.466819221967963,0.682105263157895,0.695278969957082,0.675965665236051
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26,8, low_bits_4, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [1.         0.99180328 0.99590164 0.99590164 0.99180328],0.749385749385749,0.683046683046683,0.886542239685658,1,1,1,0.791836734693878,0.96039603960396,0.750929727119053,0.736196319018405,0.909090909090909,0.688995215311005,0.895047705588369,0.974282888229476,0.887141444114738
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8,8, low_bits_5, svdn,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.94094488 0.93700787 0.95634921 0.93253968 0.93253968],0.584323040380047,0.560570071258907,0.820987654320988,0.986582478295185,0.988924050632911,0.986550632911393,0.642126789366053,0.765853658536585,0.588945347786811,0.640776699029126,0.778301886792453,0.55900740272637,0.833993835314839,0.902764537654909,0.821297122186017
svm_model_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52,12, mscn, svdn,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.43055556 0.51388889 0.5        0.47142857 0.45714286],0.581818181818182,0.490909090909091,0.665236051502146,0.707520891364903,0.713483146067416,0.705056179775281,0.610169491525424,0.580645161290323,0.581989247311828,0.481481481481482,0.541666666666667,0.496639784946237,0.669491525423729,0.678111587982833,0.665236051502146
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svd,8,46,54, zones, mscn, svd,360,120,120,0.6,0.2,0.2, [0.66666667 0.75       0.66666667 0.72222222 0.63888889],0.566037735849057,0.773584905660377,0.90343347639485,0.971751412429379,0.955555555555556,0.972222222222222,0.530612244897959,0.52,0.563571428571429,0.8,0.857142857142857,0.768571428571428,0.90280777537797,0.896995708154507,0.90343347639485
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32,8, low_bits_5, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.99568966 1.         1.         0.99130435 1.        ],0.506493506493506,0.501298701298701,0.801661474558671,1,1,1,0.672413793103448,1,0.5,0.667820069204152,1,0.5,0.834917891097666,1,0.801041666666667
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16,8, low_bits_4, svdn,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.96186441 0.98728814 0.95726496 0.97435897 0.95299145],0.654731457800512,0.639386189258312,0.848159509202454,0.982066609735269,0.979557069846678,0.982112436115843,0.680851063829787,0.761904761904762,0.658180103724658,0.677345537757437,0.74,0.637015706806283,0.853766617429837,0.888319672131147,0.848241468718635
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.74137931 0.72413793 0.77586207 0.65517241 0.70689655],0.772727272727273,0.693181818181818,0.896995708154507,0.996563573883162,1,0.996551724137931,0.814814814814815,0.88,0.75578947368421,0.674698795180723,0.736842105263158,0.698421052631579,0.900414937759336,0.931330472103004,0.896995708154506
ensemble_model_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70,8, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.75       0.77083333 0.85416667 0.875      0.84782609],0.493670886075949,0.518987341772152,0.785353535353535,0.97071129707113,0.974789915966386,0.970588235294117,0.565217391304348,0.565217391304348,0.479578392621871,0.547619047619048,0.58974358974359,0.519871794871795,0.795180722891566,0.808823529411765,0.784620098039216
ensemble_model_v2_N16_B42_E58_nb_zones_10_mscn_svdne,16,42,58, zones, mscn, svdne,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.76785714 0.73214286 0.71428571 0.71428571 0.74074074],0.641304347826087,0.58695652173913,0.826839826839827,0.967272727272727,0.956834532374101,0.967625899280576,0.620689655172414,0.574468085106383,0.642789598108747,0.595744680851064,0.636363636363636,0.589015151515152,0.824561403508772,0.817391304347826,0.826799100449775
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32,8, low_bits_3, svd,1236,412,412,0.6,0.2,0.2, [0.98790323 0.98387097 0.99596774 0.9796748  0.97560976],0.822815533980582,0.844660194174757,0.933495145631068,1,1,1,0.823244552058111,0.894736842105263,0.827999051683262,0.854545454545455,0.899521531100478,0.843849435500978,0.934418382000957,0.95968534906588,0.933821581531981
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40,8, low_bits_3, svd,1110,370,370,0.6,0.2,0.2, [0.9954955  1.         0.99099099 1.         0.9954955 ],0.505405405405405,0.543243243243243,0.80972972972973,1,1,1,0.662983425414365,0.989010989010989,0.51312251578209,0.696588868940754,0.994871794871795,0.517435897435897,0.840723981900453,0.996781115879828,0.808303411970415
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63,10, mscn, svdn,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.69354839 0.69354839 0.6        0.65       0.58333333],0.493827160493827,0.54320987654321,0.832618025751073,1,1,1,0.506024096385542,0.51219512195122,0.49359756097561,0.574712643678161,0.625,0.544207317073171,0.835443037974683,0.849785407725322,0.832618025751073
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4,8, low_bits_3, svdne,1290,430,430,0.6,0.2,0.2, [0.98449612 0.96899225 0.97286822 0.98062016 0.99612403],0.786046511627907,0.790697674418605,0.912093023255814,0.994594594594594,0.998449612403101,0.994573643410853,0.791855203619909,0.774336283185841,0.786677945514489,0.784688995215311,0.788461538461538,0.790627165627166,0.912296983758701,0.911028730305839,0.912096998206141
svm_model_N32_B0_E32_nb_zones_8_lab_svd,32,0,32,8, lab, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [1.         1.         1.         1.         0.99115044],0.496042216358839,0.509234828496042,0.801160337552743,1,1,1,0.663139329805996,1,0.5,0.674825174825175,1,0.5,0.834431269213878,1,0.800739957716702
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.93145161 0.89516129 0.94308943 0.93902439 0.93089431],0.401459854014599,0.399026763990268,0.754863813229572,0.991035044824776,0.985413290113452,0.991085899513776,0.435779816513762,0.418502202643172,0.399468492625934,0.421545667447307,0.439024390243902,0.399123845607388,0.758851674641148,0.755958055290753,0.754840993881722
svm_model_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54,12, mscn, svdn,336,112,112,0.6,0.2,0.2, [0.39705882 0.5        0.5        0.46969697 0.56060606],0.476923076923077,0.476923076923077,0.748927038626609,0.856304985337243,0.869047619047619,0.854166666666667,0.46875,0.5,0.478571428571429,0.54054054054054,0.571428571428571,0.469047619047619,0.755741127348643,0.776824034334764,0.748927038626609
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8,8, low_bits_6, svdn,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.95967742 0.9233871  0.95564516 0.94758065 0.96774194],0.556900726392252,0.593220338983051,0.826234269119071,0.993517017828201,0.988709677419355,0.993548387096774,0.567375886524823,0.591133004926108,0.557471264367816,0.571428571428571,0.533333333333333,0.594252873563218,0.824792581747194,0.818005808325266,0.826234269119071
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52,12, mscn, svdn,366,122,122,0.6,0.2,0.2, [0.55405405 0.5        0.55405405 0.51388889 0.48611111],0.46,0.46,0.88412017167382,1,1,1,0.470588235294118,0.444444444444444,0.461352657004831,0.448979591836735,0.478260869565217,0.461352657004831,0.88412017167382,0.88412017167382,0.88412017167382
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svd,32,34,66, zones, mscn, svd,300,100,100,0.6,0.2,0.2, [0.81666667 0.83333333 0.75       0.8        0.78333333],0.530120481927711,0.662650602409639,0.843347639484979,0.98,0.98,0.98,0.589473684210526,0.7,0.536046511627907,0.681818181818182,0.697674418604651,0.661337209302326,0.848861283643892,0.879828326180257,0.843347639484978
ensemble_model_v2_N40_B30_E70_nb_zones_8_mscn_svdne,40,30,70, zones, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.66666667 0.75       0.6875     0.66666667 0.69565217],0.607594936708861,0.658227848101266,0.851010101010101,0.9957805907173,0.991596638655462,0.995798319327731,0.607594936708861,0.615384615384615,0.607692307692308,0.619718309859155,0.594594594594595,0.654440154440155,0.847545219638243,0.841025641025641,0.850861079219288
svm_model_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.68571429 0.68571429 0.75714286 0.72058824 0.75      ],0.666666666666667,0.666666666666667,0.82618025751073,0.877611940298507,0.84971098265896,0.88150289017341,0.722222222222222,0.787878787878788,0.653198653198653,0.642857142857143,0.666666666666667,0.666666666666667,0.825053995680345,0.819742489270386,0.826180257510729
svm_model_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8,8, low_bits_3, svdne,1122,374,374,0.6,0.2,0.2, [0.96902655 0.96875    0.97767857 0.96428571 0.96875   ],0.823529411764706,0.772727272727273,0.905347593582888,0.977031802120141,0.985739750445633,0.976827094474153,0.840579710144928,0.935483870967742,0.824124914207275,0.793187347931874,0.936781609195402,0.783390804597701,0.909555442003066,0.966340933767644,0.906247389960745
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svdn,26,37,63, zones, mscn, svdn,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.65       0.53333333 0.63333333 0.56896552 0.60344828],0.517647058823529,0.529411764705882,0.82618025751073,1,1,1,0.517647058823529,0.564102564102564,0.521181716833891,0.6,0.652173913043478,0.518394648829431,0.831600831600832,0.858369098712446,0.82618025751073
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4,8, low_bits_4, svdne,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.9453125  0.95703125 0.953125   0.96062992 0.94488189],0.632941176470588,0.614117647058823,0.827375352775165,0.962066182405165,0.934169278996865,0.963166144200627,0.663793103448276,0.712962962962963,0.631601098706362,0.635555555555556,0.6875,0.615639400921659,0.82954017649791,0.840866290018832,0.827388032227461
svm_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdne,4,0,4,8, low_bits_4_shifted_2, svdne,1200,400,400,0.6,0.2,0.2, [0.99583333 0.975      0.97916667 0.97083333 0.95833333],0.5325,0.455,0.7905,0.988215488215488,0.978333333333333,0.988333333333333,0.599571734475375,0.714285714285714,0.536064425770308,0.524017467248908,0.621761658031088,0.460639283121824,0.801703738760057,0.856420626895854,0.791217237285712
svm_model_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4,8, lab, svdne,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.94573643 0.9496124  0.9379845  0.91860465 0.90625   ],0.503496503496504,0.501165501165501,0.773066169617894,0.95114006514658,0.906832298136646,0.953416149068323,0.455242966751918,0.393805309734513,0.509710536640656,0.451282051282051,0.423076923076923,0.498868778280543,0.757590841214535,0.705936920222634,0.773380445130044
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4,8, low_bits_2, svdne,1116,372,372,0.6,0.2,0.2, [0.92857143 0.92410714 0.95089286 0.94144144 0.94594595],0.814516129032258,0.825268817204301,0.902150537634408,0.958477508650519,0.992831541218638,0.956989247311828,0.808864265927978,0.793478260869565,0.814292321924144,0.814814814814815,0.82183908045977,0.825060954371299,0.902569593147751,0.920305676855895,0.90241978758049
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8,8, low_bits_2, svdne,1218,406,406,0.6,0.2,0.2, [0.93442623 0.91803279 0.91393443 0.93852459 0.91322314],0.778325123152709,0.820197044334975,0.888177339901478,0.949606299212598,0.990147783251232,0.947454844006568,0.768041237113402,0.780104712041885,0.778424449044198,0.825775656324582,0.823809523809524,0.820068027210884,0.890707751564757,0.915841584158416,0.888312948941953
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54,12, mscn, svdn,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.54411765 0.42424242 0.45454545 0.57575758 0.51515152],0.388059701492537,0.477611940298507,0.836909871244635,1,1,1,0.305084745762712,0.3,0.37972972972973,0.533333333333333,0.540540540540541,0.47027027027027,0.836909871244635,0.836909871244635,0.836909871244635
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32,8, low_bits_4, svd,1158,386,386,0.6,0.2,0.2, [0.99568966 0.99568966 1.         0.99568966 0.99130435],0.702072538860104,0.72279792746114,0.884974093264249,1,1,1,0.758909853249476,0.878640776699029,0.689320388349515,0.770877944325482,0.918367346938775,0.719709989258861,0.894386298763083,0.958205912334353,0.883739415598156
svm_model_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66,10, mscn, svdn,260,86,86,0.601851851851852,0.199074074074074,0.199074074074074, [0.73076923 0.61538462 0.65384615 0.71153846 0.65384615],0.5,0.558139534883721,0.8125,1,1,1,0.51685393258427,0.547619047619048,0.501082251082251,0.595744680851064,0.636363636363636,0.556277056277056,0.817155756207675,0.837962962962963,0.8125
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svdn,4,48,52, zones, mscn, svdn,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.52777778 0.58333333 0.41666667 0.51388889 0.5       ],0.407407407407407,0.481481481481482,0.856223175965665,0.980281690140845,0.972067039106145,0.980446927374302,0.428571428571429,0.428571428571429,0.406593406593407,0.461538461538462,0.461538461538462,0.480769230769231,0.855291576673866,0.849785407725322,0.856223175965665
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16,8, low_bits_3, svdn,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.94017094 0.94444444 0.94871795 0.90517241 0.93103448],0.744845360824742,0.737113402061856,0.877960865087539,0.969949916527546,0.996569468267582,0.969125214408233,0.773455377574371,0.894179894179894,0.748597484778389,0.774336283185841,0.862068965517241,0.731034482758621,0.886439865836128,0.948717948717949,0.877668178081828
svm_model_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70,10, mscn, svd,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.71666667 0.83333333 0.8        0.74137931 0.79310345],0.576470588235294,0.6,0.841201716738197,0.986486486486486,0.986486486486486,0.986486486486486,0.608695652173913,0.571428571428571,0.577380952380952,0.575,0.638888888888889,0.60515873015873,0.841880341880342,0.84549356223176,0.841201716738197
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdn,8,0,8, zones, low_bits_4_shifted_2, svdn,1218,406,406,0.6,0.2,0.2, [0.9795082  0.9795082  0.98770492 0.98360656 0.99173554],0.576354679802956,0.5935960591133,0.833497536945813,0.999178307313065,0.998357963875205,0.999178981937603,0.592417061611374,0.618811881188119,0.576562803339157,0.609929078014184,0.614285714285714,0.592857142857143,0.836081474296799,0.844270323212537,0.833433476769796
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16,8, low_bits_2, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.87391304 0.87280702 0.87719298 0.91666667 0.90789474],0.794736842105263,0.834210526315789,0.888538380651945,0.940882597835137,0.989492119089317,0.937828371278459,0.821100917431193,0.904040404040404,0.78993228993229,0.851764705882353,0.918781725888325,0.830975562397714,0.897187196896217,0.957556935817805,0.887432314062749
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32,8, low_bits_6, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [1.         0.992      0.984      0.97580645 0.95967742],0.47710843373494,0.530120481927711,0.801541425818882,1,1,1,0.646003262642741,1,0.5,0.692913385826772,1,0.5,0.834803528468324,1,0.800966183574879
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58,12, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.77777778 0.79166667 0.625      0.72857143 0.72857143],0.636363636363636,0.581818181818182,0.888412017167382,0.974358974358974,0.960674157303371,0.974719101123596,0.67741935483871,0.724137931034483,0.631299734748011,0.646153846153846,0.807692307692308,0.593501326259947,0.891213389121339,0.914163090128755,0.888412017167382
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26,8, low_bits_6, svd,1206,402,402,0.6,0.2,0.2, [0.99586777 1.         0.99586777 0.99583333 0.99166667],0.582089552238806,0.597014925373134,0.835820895522388,1,1,1,0.693430656934307,0.964467005076142,0.589550575708803,0.713780918727915,0.966507177033493,0.581699184371669,0.857758620689655,0.986124876114965,0.835220280215325
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16,8, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.87815126 0.90336134 0.91176471 0.93277311 0.92016807],0.601010101010101,0.595959595959596,0.806760847628658,0.945240101095198,0.942857142857143,0.945378151260504,0.598984771573604,0.617801047120419,0.601583450389478,0.581151832460733,0.575129533678757,0.595446540238393,0.804890473764646,0.806945863125638,0.806763061173986
svm_model_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63,10, mscn, svdne,266,88,88,0.601809954751131,0.199095022624434,0.199095022624434, [0.88888889 0.85185185 0.83333333 0.78846154 0.90384615],0.534090909090909,0.647727272727273,0.798642533936652,0.934362934362934,0.909774436090225,0.93609022556391,0.517647058823529,0.468085106382979,0.538920601971977,0.607594936708861,0.571428571428571,0.644409937888199,0.789598108747045,0.752252252252252,0.798853398853399
svm_model_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4,8, low_bits_5, svdne,1012,337,337,0.600237247924081,0.19988137603796,0.19988137603796, [0.94607843 0.92574257 0.93069307 0.96039604 0.93564356],0.545994065281899,0.540059347181009,0.804863582443654,0.978936810431294,0.964426877470356,0.979249011857708,0.56657223796034,0.588235294117647,0.545614653046848,0.537313432835821,0.535714285714286,0.540046491969569,0.804747774480712,0.803317535545024,0.804865418603866
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svdn,8,0,8, zones, lab, svdn,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [1.         0.99579832 1.         0.99152542 1.        ],0.420253164556962,0.491139240506329,0.782388663967611,1,1,1,0.480725623582766,0.538071065989848,0.420550684510075,0.552338530066815,0.607843137254902,0.48716764192588,0.792870905587669,0.827967806841046,0.782110176332947
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdn,16,0,16,8, low_bits_4_shifted_2, svdn,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.9516129  0.93548387 0.96747967 0.95528455 0.98373984],0.64963503649635,0.571776155717761,0.833171206225681,0.98119378577269,0.972447325769854,0.981361426256078,0.723076923076923,0.862385321100918,0.635855872985692,0.636363636363636,0.754901960784314,0.5731031543052,0.845981140547822,0.906641000962464,0.832376547678872
svm_model_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.72857143 0.68571429 0.64705882 0.58823529 0.64705882],0.459016393442623,0.491803278688525,0.686695278969957,0.764367816091954,0.773255813953488,0.761627906976744,0.476190476190476,0.535714285714286,0.46482683982684,0.563380281690141,0.606060606060606,0.481601731601732,0.697095435684647,0.721030042918455,0.686695278969957
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svdn,8,46,54, zones, mscn, svdn,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.61764706 0.58823529 0.48529412 0.55882353 0.64705882],0.492063492063492,0.587301587301587,0.862660944206009,0.982558139534884,0.994117647058824,0.98235294117647,0.466666666666667,0.466666666666667,0.490909090909091,0.59375,0.575757575757576,0.587878787878788,0.863247863247863,0.866952789699571,0.862660944206009
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66,10, mscn, svdn,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.68333333 0.55       0.8        0.62068966 0.70689655],0.517647058823529,0.505882352941176,0.821888412017167,1,1,1,0.528735632183908,0.522727272727273,0.517461197339246,0.5,0.51219512195122,0.50609756097561,0.822269807280514,0.824034334763948,0.821888412017167
ensemble_model_v2_N40_B0_E40_nb_zones_6_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1012,337,337,0.600237247924081,0.19988137603796,0.19988137603796, [1. 1. 1. 1. 1.],0.649851632047478,0.652818991097923,0.86061684460261,1,1,1,0.624203821656051,0.550561797752809,0.655784043530493,0.618892508143323,0.555555555555556,0.654283801874163,0.856093080220453,0.817543859649123,0.861238837165115
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.93076923 0.96153846 0.97307692 0.94230769 0.96899225],0.828703703703704,0.819444444444444,0.914431082331175,0.975206611570248,1,0.974576271186441,0.836283185840708,0.828947368421053,0.828689370485036,0.815165876777251,0.822966507177033,0.81955500246744,0.91609977324263,0.930018416206262,0.914358650482313
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,1134,378,378,0.6,0.2,0.2, [0.98684211 0.99122807 1.         0.99115044 0.97787611],0.80952380952381,0.798941798941799,0.921693121693122,1,1,1,0.831775700934579,0.967391304347826,0.813592559390408,0.829596412556054,0.978835978835979,0.798941798941799,0.926294820717131,0.98936170212766,0.922049272116461
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70,10, mscn, svd,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.85714286 0.82142857 0.85714286 0.78571429 0.7962963 ],0.673913043478261,0.684782608695652,0.872294372294372,1,1,1,0.711538461538461,0.725490196078431,0.667623146819704,0.712871287128713,0.878048780487805,0.703730272596844,0.877846790890269,0.917748917748918,0.872294372294372
svm_model_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16,8, lab, svdn,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.86  0.832 0.82  0.84  0.852],0.545673076923077,0.504807692307692,0.743515850144092,0.88006902502157,0.816,0.8888,0.597014925373134,0.666666666666667,0.544498381877023,0.569037656903766,0.650717703349282,0.504102813027298,0.746438746438746,0.752873563218391,0.743488804730583
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svd,16,42,58, zones, mscn, svd,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.71428571 0.78571429 0.82352941 0.77941176 0.72058824],0.573770491803279,0.524590163934426,0.869098712446352,0.982456140350877,0.976744186046512,0.982558139534884,0.566666666666667,0.548387096774194,0.574193548387097,0.491228070175439,0.466666666666667,0.523655913978495,0.867102396514161,0.854077253218884,0.869098712446352
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8,8, low_bits_4, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.99193548 0.99193548 0.99193548 1.         0.99596774],0.692493946731235,0.694915254237288,0.877541142303969,1,1,1,0.742393509127789,0.835616438356164,0.683272136703855,0.722466960352423,0.824120603015075,0.699443479077631,0.884316415180613,0.931599229287091,0.877278213865335
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40,8, low_bits_4, svd,1170,390,390,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.482051282051282,0.502564102564103,0.796923076923077,1,1,1,0.646853146853147,1,0.507317073170732,0.656028368794326,1,0.526829268292683,0.82827406764961,1,0.801005025125628
ensemble_model_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63,10, mscn, svdne,294,98,98,0.6,0.2,0.2, [0.78333333 0.7        0.79310345 0.72413793 0.77586207],0.523255813953488,0.558139534883721,0.830472103004292,1,1,1,0.559139784946237,0.604651162790698,0.523255813953488,0.604166666666667,0.674418604651163,0.558139534883721,0.836438923395445,0.866952789699571,0.830472103004292
ensemble_model_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.63888889 0.65277778 0.625      0.74285714 0.64285714],0.545454545454545,0.509090909090909,0.834763948497854,0.927953890489914,0.904494382022472,0.929775280898876,0.576271186440678,0.68,0.556666666666667,0.571428571428571,0.6,0.5,0.835820895522388,0.841201716738197,0.834763948497854
svm_model_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.74285714 0.74285714 0.8        0.74285714 0.72857143],0.672413793103448,0.672413793103448,0.774678111587983,0.793846153846154,0.737142857142857,0.808571428571428,0.666666666666667,0.730769230769231,0.677884615384615,0.688524590163935,0.65625,0.674278846153846,0.762979683972912,0.725321888412017,0.774678111587983
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.99137931 0.98275862 0.96551724 0.97826087 0.98695652],0.524675324675325,0.553246753246753,0.814641744548286,0.998269896193772,0.998269896193772,0.998269896193772,0.617954070981211,0.751269035532995,0.519251539043093,0.654618473895582,0.79126213592233,0.535295872430439,0.832630098452883,0.90519877675841,0.812916848696665
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,1134,378,378,0.6,0.2,0.2, [0.97807018 0.95614035 0.98230088 0.96460177 0.99115044],0.732804232804233,0.71957671957672,0.886772486772487,0.993832599118943,0.994708994708995,0.993827160493827,0.786469344608879,0.911764705882353,0.71737660581474,0.756880733944954,0.863874345549738,0.718033429459361,0.895303326810176,0.951143451143451,0.885593277295863
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svdn,32,34,66, zones, mscn, svdn,276,92,92,0.6,0.2,0.2, [0.58928571 0.80357143 0.66071429 0.64814815 0.68518519],0.489130434782609,0.597826086956522,0.817391304347826,1,1,1,0.525252525252525,0.553191489361702,0.487706855791962,0.602150537634409,0.636363636363636,0.599431818181818,0.82051282051282,0.838427947598253,0.817482372067525
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16,8, low_bits_5, svdn,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.968      0.936      0.93951613 0.94758065 0.94354839],0.567632850241546,0.589371980676328,0.812258687258687,0.968102073365231,0.97588424437299,0.967845659163987,0.599552572706935,0.614678899082569,0.564992510765774,0.599056603773585,0.641414141414141,0.591540404040404,0.816941176470588,0.836223506743738,0.812212333642662
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svd,26,0,26,8, low_bits_4_shifted_2, svd,1206,402,402,0.6,0.2,0.2, [0.98760331 0.99586777 1.         0.98333333 0.99583333],0.569651741293532,0.567164179104478,0.827363184079602,1,1,1,0.695957820738137,0.985074626865672,0.569651741293532,0.697916666666667,0.980487804878049,0.55877182122075,0.85240323266695,0.993062438057483,0.826701049198571
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svd,40,30,70, zones, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.8        0.86206897 0.79310345 0.89655172 0.9137931 ],0.574712643678161,0.666666666666667,0.84549356223176,0.979310344827586,0.972602739726027,0.97945205479452,0.618556701030928,0.638297872340426,0.569148936170213,0.650602409638554,0.675,0.667287234042553,0.846808510638298,0.854077253218884,0.84549356223176
svm_model_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58,12, mscn, svdn,342,114,114,0.6,0.2,0.2, [0.58571429 0.58823529 0.5        0.54411765 0.52941176],0.5,0.5,0.553648068669528,0.623711340206186,0.707602339181287,0.573099415204678,0.550724637681159,0.59375,0.496875,0.586666666666667,0.733333333333333,0.507291666666667,0.609022556390977,0.695278969957082,0.553648068669528
ensemble_model_v2_N26_B37_E63_nb_zones_10_mscn_svdne,26,37,63, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.75862069 0.79310345 0.77586207 0.73214286 0.625     ],0.644444444444444,0.655555555555556,0.858369098712446,0.989473684210526,0.986013986013986,0.98951048951049,0.673469387755102,0.767441860465116,0.649678377041069,0.693069306930693,0.74468085106383,0.651410192973775,0.863636363636364,0.896995708154507,0.858369098712446
ensemble_model_v2_N4_B48_E52_nb_zones_12_mscn_svdne,4,48,52, zones, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.66666667 0.68055556 0.66666667 0.61428571 0.58571429],0.545454545454545,0.527272727272727,0.858369098712446,0.957264957264957,0.943820224719101,0.957865168539326,0.590163934426229,0.72,0.56,0.551724137931034,0.533333333333333,0.526666666666667,0.859574468085106,0.866952789699571,0.858369098712446
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16,8, low_bits_4, svdn,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.95967742 0.95564516 0.97177419 0.96774194 0.96370968],0.721549636803874,0.760290556900726,0.89109390125847,0.991164658634538,0.995161290322581,0.991129032258064,0.749455337690632,0.86,0.725774647887324,0.783369803063457,0.868932038834951,0.760552975939215,0.895881536325775,0.943469785575049,0.891446431249063
svm_model_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4,8, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.93697479 0.97478992 0.94957983 0.94537815 0.96610169],0.537878787878788,0.527777777777778,0.803535353535353,0.983911939034716,0.978114478114478,0.984006734006734,0.495867768595041,0.473684210526316,0.535385794583546,0.501333333333333,0.47,0.528367346938776,0.797290255341324,0.777439024390244,0.803378146733274
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,1212,404,404,0.6,0.2,0.2, [0.95901639 0.95454545 0.99173554 0.95867769 0.97107438],0.861386138613861,0.888613861386139,0.943564356435644,0.989387755102041,1,0.989273927392739,0.863414634146341,0.931578947368421,0.865322183964584,0.898419864559819,0.921296296296296,0.886180063041765,0.945139557266602,0.970355731225296,0.943511198945981
ensemble_model_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54,12, mscn, svdne,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.69444444 0.70833333 0.65277778 0.65714286],0.592592592592593,0.666666666666667,0.862660944206009,0.931818181818182,0.916201117318436,0.932960893854749,0.607142857142857,0.62962962962963,0.592592592592593,0.678571428571429,0.703703703703704,0.666666666666667,0.862068965517241,0.858369098712446,0.862660944206009
svm_model_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.77586207 0.72413793 0.87931034 0.81034483 0.74137931],0.681818181818182,0.636363636363636,0.858369098712446,0.979310344827586,0.979310344827586,0.979310344827586,0.725490196078431,0.822222222222222,0.678552971576227,0.673469387755102,0.767441860465116,0.639276485788114,0.86530612244898,0.909871244635193,0.858369098712446
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svd,26,0,26, zones, lab, svd,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [1.         1.         0.99606299 0.99212598 1.        ],0.624113475177305,0.591016548463357,0.843100189035917,1,1,1,0.699432892249527,0.893719806763285,0.629730273752013,0.660117878192534,0.803827751196172,0.593502660644815,0.856152512998267,0.940057088487155,0.843737464431371
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40,8, low_bits_6, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.99561404 0.98684211 0.99122807 0.97807018 0.99115044],0.509234828496042,0.477572559366755,0.79746835443038,1,1,1,0.674825174825175,1,0.5,0.646428571428571,1,0.5,0.830837004405286,1,0.798530954879328
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8,8, low_bits_3, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.94871795 0.97413793 0.96551724 0.96982759 0.97413793],0.816537467700258,0.803617571059431,0.915289256198347,0.985556499575191,0.998278829604131,0.985370051635112,0.833723653395784,0.927083333333333,0.81738782051282,0.822429906542056,0.921465968586387,0.805120739395234,0.919291338582677,0.968879668049792,0.915509792872633
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svd,32,0,32,8, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [1.         0.99579832 1.         0.97478992 0.99579832],0.52896725440806,0.546599496221663,0.81520644511581,1,1,1,0.679245283018868,0.99,0.525456852791878,0.692832764505119,0.990243902439024,0.531580284552846,0.844557390936044,0.996003996003996,0.813738038611135
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.92561983 0.9338843  0.94166667 0.9375     0.95416667],0.812967581047382,0.832917705735661,0.90827517447657,0.966237942122187,0.998338870431894,0.965116279069767,0.825986078886311,0.881188118811881,0.812453355888352,0.837772397094431,0.901041666666667,0.835688297448166,0.911877394636015,0.955823293172691,0.908604715893276
svm_model_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70,10, mscn, svdn,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.6        0.71666667 0.55       0.5862069  0.68965517],0.564705882352941,0.6,0.847639484978541,1,1,1,0.519480519480519,0.526315789473684,0.561030235162374,0.673076923076923,0.74468085106383,0.582866741321389,0.851153039832285,0.871244635193133,0.847639484978541
svm_model_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102,4, mscn, svd,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.68181818 0.72727273 0.6        0.7        0.65      ],0.617647058823529,0.617647058823529,0.686046511627907,0.658536585365854,0.519230769230769,0.730769230769231,0.48,0.5,0.590909090909091,0.518518518518519,0.5,0.6,0.597014925373134,0.512820512820513,0.671303873431533
svm_model_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63,12, mscn, svd,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.72058824 0.74242424 0.77272727 0.75757576 0.6969697 ],0.552238805970149,0.626865671641791,0.881974248927039,1,1,1,0.583333333333333,0.67741935483871,0.560931899641577,0.666666666666667,0.694444444444444,0.621415770609319,0.88517745302714,0.909871244635193,0.881974248927039
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58,12, mscn, svdn,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.48529412 0.67647059 0.56060606 0.57575758 0.60606061],0.545454545454545,0.636363636363636,0.88412017167382,1,1,1,0.571428571428571,0.606060606060606,0.545454545454545,0.647058823529412,0.666666666666667,0.636363636363636,0.885593220338983,0.896995708154507,0.88412017167382
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4,8, low_bits_4, svdne,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.98360656 0.95491803 0.97540984 0.9795082  0.97131148],0.600985221674877,0.613300492610837,0.841043307086614,0.996710526315789,0.993442622950819,0.99672131147541,0.584615384615385,0.550724637681159,0.601995484669725,0.592207792207792,0.548076923076923,0.614947552447553,0.837769964841788,0.813658536585366,0.841288056773318
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.97580645 0.96370968 0.9796748  0.98780488 0.9796748 ],0.5669099756691,0.569343065693431,0.827334630350194,1,1,1,0.614718614718615,0.71356783919598,0.571406561107424,0.627368421052631,0.741293532338308,0.573027718550106,0.836480884385076,0.892822025565388,0.828027952147468
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.95348837 0.9453125  0.9453125  0.94140625 0.921875  ],0.817330210772834,0.85480093676815,0.919943820224719,0.976353928299008,0.998439937597504,0.97581903276131,0.832618025751073,0.869955156950673,0.81487953925965,0.860986547085202,0.880733944954129,0.854242570563189,0.923076923076923,0.948243992606285,0.919567916606747
ensemble_model_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102,4, mscn, svd,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.59090909 0.45454545 0.45       0.65       0.6       ],0.5,0.441176470588235,0.779069767441861,0.980392156862745,0.961538461538462,0.980769230769231,0.54054054054054,0.588235294117647,0.5,0.536585365853659,0.5,0.416666666666667,0.788888888888889,0.78021978021978,0.778998778998779
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,1206,402,402,0.6,0.2,0.2, [0.99586777 0.99586777 1.         1.         1.        ],0.708955223880597,0.721393034825871,0.886069651741293,1,1,1,0.729792147806004,0.840425531914894,0.716941737920064,0.758620689655172,0.842105263157895,0.716389419143714,0.891107941036614,0.937,0.886321782178218
ensemble_model_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4,8, lab, svdne,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.99137931 1.         0.98706897 0.99568966 1.        ],0.510362694300518,0.515544041450777,0.803312629399586,0.996539792387543,0.993103448275862,0.996551724137931,0.482191780821918,0.491620111731844,0.509095080020511,0.514285714285714,0.5,0.515957446808511,0.800629590766002,0.797283176593521,0.803256972912145
ensemble_model_v2_N8_B46_E54_nb_zones_12_mscn_svdne,8,46,54, zones, mscn, svdne,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.77027027 0.71621622 0.73611111 0.73611111 0.65277778],0.431372549019608,0.529411764705882,0.82618025751073,0.922651933701657,0.917582417582418,0.923076923076923,0.524590163934426,0.571428571428571,0.416149068322981,0.555555555555556,0.652173913043478,0.540372670807453,0.830188679245283,0.849785407725322,0.826180257510729
ensemble_model_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66,10, mscn, svdne,276,92,92,0.6,0.2,0.2, [0.80357143 0.85714286 0.82142857 0.87037037 0.77777778],0.608695652173913,0.565217391304348,0.832608695652174,0.996389891696751,1,0.996376811594203,0.560975609756098,0.621621621621622,0.610810810810811,0.622641509433962,0.622641509433962,0.554910498306725,0.834408602150538,0.850877192982456,0.832766182698125
svm_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdne,8,0,8,8, low_bits_4_shifted_2, svdne,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.99115044 0.98230088 0.99557522 0.99107143 0.98660714],0.576,0.565333333333333,0.8272921108742,0.998220640569395,0.996447602131439,0.998223801065719,0.591259640102828,0.611702127659574,0.575904539765616,0.595533498759305,0.612244897959184,0.563105689203056,0.830897703549061,0.840549102428722,0.827163679309087
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdne,4,0,4,8, low_bits_4_shifted_2, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.96218487 0.97058824 0.98319328 0.99152542 0.98728814],0.546835443037975,0.556962025316456,0.81831983805668,0.995766299745978,0.991568296795953,0.995784148397976,0.555831265508685,0.602150537634409,0.5498790965684,0.567901234567901,0.552884615384615,0.557190970793912,0.819507290095526,0.825734549138804,0.818327335236743
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.988      1.         1.         0.99596774 1.        ],0.603864734299517,0.536231884057971,0.828185328185328,1,1,1,0.677165354330709,0.819047619047619,0.600700280112045,0.60655737704918,0.743718592964824,0.543952319738226,0.841071428571429,0.913676042677013,0.828595946410552
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32,8, low_bits_5, svd,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [1.         0.99557522 1.         0.98660714 0.99553571],0.525333333333333,0.576,0.820362473347548,1,1,1,0.656370656370656,1,0.565853658536585,0.711433756805808,1,0.555865921787709,0.846469248291572,1,0.822069693769799
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.88181818 0.81818182 0.84090909 0.82568807 0.81651376],0.841095890410959,0.83013698630137,0.889923329682366,0.930112165660052,0.983576642335766,0.926094890510949,0.846560846560847,0.914285714285714,0.843984962406015,0.845771144278607,0.944444444444444,0.831681681681682,0.89633831872099,0.96234772978959,0.890707992738782
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70,10, mscn, svdn,294,98,98,0.6,0.2,0.2, [0.65       0.73333333 0.65517241 0.62068966 0.79310345],0.465116279069767,0.546511627906977,0.817596566523605,1,1,1,0.41025641025641,0.41025641025641,0.460447354064375,0.606060606060606,0.638297872340426,0.537097654118931,0.819532908704883,0.828326180257511,0.817596566523605
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,1176,392,392,0.6,0.2,0.2, [0.8940678  0.90677966 0.94067797 0.91880342 0.91025641],0.755102040816326,0.732142857142857,0.888265306122449,0.984873949579832,0.996598639455782,0.98469387755102,0.753846153846154,0.812154696132597,0.759157916786677,0.750593824228029,0.814432989690721,0.732974070602937,0.890554722638681,0.925233644859813,0.888895658939435
svm_model_N40_B0_E40_nb_zones_8_lab_svd,40,0,40,8, lab, svd,1200,400,400,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.475,0.51,0.797,1,1,1,0.644067796610169,1,0.5,0.675496688741722,1,0.5,0.830409356725146,1,0.798210735586481
svm_model_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104,4, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.69230769 0.61538462 0.75       0.75       0.58333333],0.536585365853659,0.780487804878049,0.742718446601942,0.778761061946903,0.709677419354839,0.798387096774194,0.558139534883721,0.48,0.5525,0.769230769230769,0.789473684210526,0.7811004784689,0.728205128205128,0.669811320754717,0.744905660377358
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63,12, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.77777778 0.74285714 0.7        0.8        0.72857143],0.701754385964912,0.789473684210526,0.935622317596567,0.997167138810198,1,0.997159090909091,0.738461538461539,0.685714285714286,0.706493506493506,0.777777777777778,0.954545454545455,0.82012987012987,0.936440677966102,0.948497854077253,0.935622317596566
ensemble_model_v2_N4_B98_E102_nb_zones_4_mscn_svd,4,98,102, zones, mscn, svd,96,32,32,0.6,0.2,0.2, [0.55       0.75       0.7        0.72222222 0.72222222],0.625,0.375,0.775,0.959183673469388,0.979166666666667,0.958333333333333,0.647058823529412,0.6875,0.625,0.230769230769231,0.25,0.35,0.772151898734177,0.802631578947369,0.776315789473684
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svdn,16,42,58, zones, mscn, svdn,354,118,118,0.6,0.2,0.2, [0.52777778 0.5        0.54285714 0.48571429 0.48571429],0.553571428571429,0.392857142857143,0.866952789699571,0.991501416430595,0.988700564971751,0.991525423728814,0.590163934426229,0.6,0.55,0.392857142857143,0.423076923076923,0.394871794871795,0.868085106382979,0.875536480686695,0.866952789699571
svm_model_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8,8, lab, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.94690265 0.96017699 0.97787611 0.96902655 0.98230088],0.526595744680851,0.523936170212766,0.801275239107333,0.984725965858041,0.969911504424779,0.984955752212389,0.574162679425837,0.628272251308901,0.524946936465261,0.555831265508685,0.612021857923497,0.526218182847759,0.806618407445708,0.830670926517572,0.80133758414956
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.99145299 0.99145299 0.9957265  0.99568966 0.97844828],0.855670103092784,0.814432989690721,0.934088568486097,1,1,1,0.850267379679144,0.841269841269841,0.855308287469092,0.826923076923077,0.847290640394089,0.812834509386234,0.934560327198364,0.937435897435897,0.934074722244319
ensemble_model_v2_N32_B34_E66_nb_zones_10_mscn_svdne,32,34,66, zones, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.78571429 0.67857143 0.75925926 0.68518519 0.72222222],0.593406593406593,0.615384615384615,0.837719298245614,0.992647058823529,0.985401459854015,0.992700729927007,0.584269662921348,0.619047619047619,0.595238095238095,0.672897196261682,0.73469387755102,0.605442176870748,0.841880341880342,0.864035087719298,0.837719298245614
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40,8, low_bits_2, svd,1318,439,439,0.600182149362477,0.199908925318761,0.199908925318761, [0.92424242 0.93939394 0.96969697 0.95833333 0.95801527],0.808656036446469,0.82004555808656,0.906193078324226,0.968405584129317,1,0.967374810318665,0.804651162790698,0.823809523809524,0.809284674568517,0.824833702882483,0.826666666666667,0.8198753894081,0.908117752007136,0.930530164533821,0.906281416205204
ensemble_model_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104,4, mscn, svd,108,36,36,0.6,0.2,0.2, [0.81818182 0.81818182 0.81818182 0.90909091 0.85      ],0.611111111111111,0.722222222222222,0.811111111111111,0.909090909090909,0.925925925925926,0.907407407407407,0.588235294117647,0.555555555555556,0.611111111111111,0.705882352941176,0.571428571428571,0.752380952380952,0.808988764044944,0.774193548387097,0.812384130515387
ensemble_model_N32_B0_E32_nb_zones_8_lab_svd,32,0,32,8, lab, svd,1164,388,388,0.6,0.2,0.2, [1.         1.         1.         0.99568966 1.        ],0.65979381443299,0.654639175257732,0.862886597938144,1,1,1,0.731707317073171,0.913705583756345,0.655805671459324,0.719665271966527,0.905263157894737,0.659702286018075,0.87535145267104,0.963880288957688,0.862990607918597
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svd,40,0,40,8, low_bits_4_shifted_2, svd,1230,410,410,0.6,0.2,0.2, [0.98780488 0.9796748  0.9796748  0.99593496 0.97154472],0.521951219512195,0.509756097560976,0.806341463414634,1,1,1,0.685897435897436,1,0.5,0.675282714054927,1,0.5,0.83946623534169,1,0.803853754940711
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4,8, low_bits_5, svdne,1266,422,422,0.6,0.2,0.2, [0.98818898 0.96456693 0.98818898 0.98412698 0.98015873],0.542654028436019,0.580568720379147,0.82085308056872,0.993650793650794,0.988941548183254,0.993680884676145,0.603696098562628,0.696682464454976,0.542654028436019,0.619354838709677,0.699029126213592,0.583310859403092,0.829113924050633,0.873333333333333,0.821100628930818
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26,8, low_bits_3, svdn,1128,376,376,0.6,0.2,0.2, [0.91150442 0.90707965 0.90265487 0.92477876 0.94642857],0.723404255319149,0.771276595744681,0.870212765957447,0.953528399311532,0.982269503546099,0.952127659574468,0.742574257425743,0.793650793650794,0.723028605381546,0.792270531400966,0.867724867724868,0.770760829584359,0.876767676767677,0.921443736730361,0.870103531478187
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16,8, low_bits_6, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.97435897 0.96581197 0.97435897 0.94444444 0.95689655],0.562982005141388,0.542416452442159,0.820143884892086,0.998290598290598,1,0.998287671232876,0.632034632034632,0.698564593301435,0.552060074428495,0.593607305936073,0.687830687830688,0.546415343915344,0.830917874396135,0.875763747454175,0.819624612316299
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svdn,40,30,70, zones, mscn, svdn,314,104,104,0.601532567049808,0.199233716475096,0.199233716475096, [0.5625     0.609375   0.72580645 0.66129032 0.66129032],0.473684210526316,0.513157894736842,0.832618025751073,0.996825396825397,1,0.996815286624204,0.5,0.526315789473684,0.473684210526316,0.47887323943662,0.447368421052632,0.513157894736842,0.832618025751073,0.832618025751073,0.832618025751073
svm_model_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58,12, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.75714286 0.80882353 0.77941176 0.79411765 0.69117647],0.548387096774194,0.645161290322581,0.781115879828326,0.839506172839506,0.7953216374269,0.847953216374269,0.44,0.305555555555556,0.59508547008547,0.5,0.423076923076923,0.614316239316239,0.755980861244019,0.678111587982833,0.781115879828326
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svd,26,37,63, zones, mscn, svd,342,114,114,0.6,0.2,0.2, [0.8        0.76470588 0.77941176 0.85294118 0.79411765],0.645161290322581,0.661290322580645,0.894849785407725,0.982248520710059,0.970760233918129,0.982456140350877,0.607142857142857,0.607142857142857,0.641806722689076,0.686567164179105,0.676470588235294,0.659663865546218,0.893709327548807,0.88412017167382,0.894849785407725
ensemble_model_v2_N8_B96_E104_nb_zones_4_mscn_svd,8,96,104, zones, mscn, svd,98,32,32,0.604938271604938,0.197530864197531,0.197530864197531, [0.85       0.85       0.8        0.75       0.83333333],0.65625,0.5625,0.839506172839506,0.98989898989899,1,0.989795918367347,0.666666666666667,0.611111111111111,0.662698412698413,0.5625,0.5,0.571428571428571,0.841463414634146,0.811764705882353,0.840947288006112
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8,8, low_bits_4, svdne,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [1.         1.         0.99603175 0.98809524 0.99603175],0.671428571428571,0.716666666666667,0.877735490009515,1,1,1,0.658415841584158,0.610091743119266,0.673857752747752,0.71462829736211,0.716346153846154,0.716663642960813,0.876620259241479,0.863765373699149,0.877815701203641
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdn,16,0,16,8, low_bits_4_shifted_2, svdn,1188,396,396,0.6,0.2,0.2, [0.99159664 0.98319328 0.99579832 0.95798319 0.95762712],0.638888888888889,0.601010101010101,0.845454545454545,0.995801847187238,0.998316498316498,0.995791245791246,0.696390658174098,0.828282828282828,0.638888888888889,0.677551020408163,0.809756097560976,0.593359724173158,0.857806691449814,0.925777331995988,0.844882562234006
svm_model_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66,12, mscn, svd,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.82432432 0.79166667 0.80555556 0.81944444 0.70833333],0.5,0.596153846153846,0.841201716738197,0.924791086350975,0.917127071823204,0.925414364640884,0.580645161290323,0.692307692307692,0.5,0.631578947368421,0.692307692307692,0.596153846153846,0.845188284518828,0.866952789699571,0.841201716738197
svm_model_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8,8, low_bits_5, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.99579832 0.99579832 0.98739496 1.         0.98728814],0.531645569620253,0.559493670886076,0.81831983805668,1,1,1,0.580498866213152,0.64321608040201,0.530791713670393,0.611607142857143,0.691919191919192,0.559157565502743,0.826987951807229,0.866666666666667,0.818221771467207
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,1134,378,378,0.6,0.2,0.2, [0.99561404 1.         1.         0.99115044 1.        ],0.738095238095238,0.724867724867725,0.892592592592593,1,1,1,0.771362586605081,0.87434554973822,0.736638015510821,0.753554502369668,0.854838709677419,0.726898521505376,0.897938662644545,0.945974576271186,0.892649021750815
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26,8, low_bits_2, svdn,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.93902439 0.91056911 0.91463415 0.91056911 0.92213115],0.753056234718826,0.721271393643032,0.852394916911046,0.933435348125478,0.993485342019544,0.929153094462541,0.780911062906725,0.829493087557604,0.748079877112135,0.754310344827586,0.837320574162679,0.71866028708134,0.864695340501792,0.927884615384615,0.851119246062089
svm_model_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.70833333 0.63636364 0.81818182 0.59090909 0.68181818],0.567567567567568,0.540540540540541,0.666666666666667,0.747826086956522,0.767857142857143,0.741071428571429,0.6,0.75,0.589285714285714,0.585365853658537,0.631578947368421,0.538011695906433,0.683673469387755,0.736263736263736,0.668131868131868
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [1.         1.         1.         0.99565217 1.        ],0.547120418848168,0.638743455497382,0.83734309623431,1,1,1,0.641821946169772,0.803108808290155,0.544411547002221,0.714876033057851,0.88265306122449,0.632186745666008,0.852955082742317,0.936656282450675,0.836610543754315
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,1128,376,376,0.6,0.2,0.2, [0.98230088 0.98230088 0.98230088 0.99557522 0.99107143],0.771276595744681,0.787234042553192,0.911702127659574,1,1,1,0.793269230769231,0.911602209944751,0.776313925485196,0.81651376146789,0.903553299492386,0.781385588293679,0.916161616161616,0.962845010615711,0.911593081000819
svm_model_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70,10, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.78571429 0.77777778 0.85185185 0.83333333 0.77777778],0.688888888888889,0.588888888888889,0.851769911504425,0.992647058823529,0.992647058823529,0.99264705882353,0.688888888888889,0.72093023255814,0.690252350321623,0.654205607476635,0.74468085106383,0.58164275111331,0.857142857142857,0.889380530973451,0.851769911504425
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40,8, low_bits_3, svd,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.98818898 0.97637795 0.99206349 0.97222222 0.99603175],0.800475059382423,0.821852731591449,0.924501424501424,1,1,1,0.798076923076923,0.801932367149758,0.800498893855253,0.825986078886311,0.831775700934579,0.821684951916565,0.924680246328754,0.92687559354226,0.924501424501424
ensemble_model_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.73611111 0.78571429 0.74285714 0.7        0.8       ],0.473684210526316,0.543859649122807,0.860515021459227,0.974212034383954,0.965909090909091,0.974431818181818,0.53125,0.586206896551724,0.471674876847291,0.551724137931034,0.571428571428571,0.544334975369458,0.861995753715499,0.871244635193133,0.860515021459227
svm_model_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63,12, mscn, svdn,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.61111111 0.61111111 0.58333333 0.51428571 0.58571429],0.527272727272727,0.436363636363636,0.843347639484979,0.955307262569832,0.960674157303371,0.955056179775281,0.48,0.428571428571429,0.529100529100529,0.436363636363636,0.444444444444444,0.436507936507936,0.842332613390929,0.836909871244635,0.843347639484978
ensemble_model_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102,4, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.7        0.64285714 0.64285714 0.60714286 0.60714286],0.638297872340426,0.617021276595745,0.783898305084746,0.884057971014493,0.859154929577465,0.887323943661972,0.690909090909091,0.826086956521739,0.642210144927536,0.64,0.695652173913043,0.618659420289855,0.790123456790123,0.82051282051282,0.784205990088343
ensemble_model_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16,8, lab, svdn,1254,418,418,0.6,0.2,0.2, [1.         0.97222222 0.988      0.992      0.984     ],0.509569377990431,0.519138755980861,0.805741626794258,1,1,1,0.537246049661399,0.563981042654028,0.509043661423633,0.550335570469799,0.585714285714286,0.518818681318681,0.810634328358209,0.829198473282443,0.805674092687287
ensemble_model_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4,8, low_bits_6, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.99186992 0.99186992 0.98780488 0.98360656 0.99590164],0.509803921568627,0.492647058823529,0.799706170421156,0.998366013071895,0.99673735725938,0.99836867862969,0.521531100478469,0.534313725490196,0.509803921568627,0.501204819277108,0.52,0.493173076923077,0.801166747690812,0.810226155358899,0.799747224020913
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.74285714 0.80882353 0.75       0.80882353 0.83823529],0.725806451612903,0.645161290322581,0.916309012875536,1,1,1,0.738461538461539,0.774193548387097,0.725806451612903,0.666666666666667,0.709677419354839,0.645161290322581,0.917547568710359,0.931330472103004,0.916309012875536
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,1152,384,384,0.6,0.2,0.2, [0.99137931 0.96086957 0.96956522 0.9826087  0.96521739],0.7265625,0.7109375,0.8859375,0.997393570807993,0.996527777777778,0.997395833333333,0.705882352941176,0.681081081081081,0.724962651093304,0.70712401055409,0.690721649484536,0.711150298426479,0.883942766295708,0.873298429319372,0.885872012587147
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16,8, low_bits_5, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.94628099 0.95454545 0.95       0.93333333 0.95833333],0.586034912718205,0.628428927680798,0.836490528414756,0.989121338912134,0.981727574750831,0.989202657807309,0.591133004926108,0.58252427184466,0.586133930794125,0.606860158311346,0.595854922279793,0.627254384216819,0.834343434343434,0.825174825174825,0.836468009602338
ensemble_model_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70,10, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.82142857 0.87037037 0.85185185 0.83333333 0.75925926],0.644444444444444,0.633333333333333,0.853982300884956,0.996309963099631,0.992647058823529,0.996323529411765,0.673469387755102,0.717391304347826,0.642786561264822,0.645161290322581,0.652173913043478,0.632905138339921,0.857142857142857,0.868421052631579,0.853853383458647
svm_model_N8_B96_E104_nb_zones_4_mscn_svdne,8,96,104,4, mscn, svdne,96,32,32,0.6,0.2,0.2, [0.75       0.8        0.75       0.88888889 0.83333333],0.65625,0.5,0.75,0.853932584269663,0.791666666666667,0.864583333333333,0.56,0.538461538461538,0.637651821862348,0.428571428571429,0.428571428571429,0.492063492063492,0.71830985915493,0.68,0.745882352941176
ensemble_model_v2_N4_B98_E102_nb_zones_4_mscn_svdne,4,98,102, zones, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.66666667 0.66666667 0.58333333 0.75       0.70833333],0.55,0.45,0.75,0.913793103448276,0.883333333333333,0.916666666666667,0.608695652173913,0.666666666666667,0.543859649122807,0.388888888888889,0.636363636363636,0.507836990595611,0.747474747474747,0.804347826086956,0.75402576489533
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4,10, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.9869281  0.9869281  0.99673203 0.99671053 0.99342105],0.590588235294118,0.552941176470588,0.843855218855219,0.995403808273145,0.993446920052425,0.995412844036697,0.701030927835052,0.935779816513762,0.58141647830519,0.668989547038328,0.927536231884058,0.562391969153038,0.861515490854797,0.971380471380471,0.843855218855219
ensemble_model_v2_N16_B42_E58_nb_zones_12_mscn_svdne,16,42,58, zones, mscn, svdne,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.73529412 0.63235294 0.70588235 0.64705882 0.77941176],0.587301587301587,0.587301587301587,0.873390557939914,0.979228486646884,0.970588235294117,0.979411764705882,0.682926829268293,0.8,0.560714285714286,0.648648648648649,0.857142857142857,0.614285714285714,0.880324543610548,0.931330472103004,0.873390557939914
ensemble_model_v2_N4_B0_E4_nb_zones_8_lab_svdne,4,0,4, zones, lab, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [1.         1.         0.99553571 1.         1.        ],0.46505376344086,0.556451612903226,0.804511278195489,1,1,1,0.525059665871122,0.55,0.458139534883721,0.564643799472295,0.625730994152047,0.561621715981496,0.810020876826722,0.834408602150538,0.80454335686926
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.98790323 0.99596774 0.99193548 0.98387097 0.99193548],0.612590799031477,0.612590799031477,0.844143272023233,0.998387096774194,0.998387096774194,0.998387096774194,0.656652360515021,0.757425742574257,0.615679695931678,0.669421487603306,0.782608695652174,0.612178134233854,0.85296803652968,0.907677356656948,0.84438834081642
svm_model_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8,8, low_bits_6, svdne,1170,390,390,0.6,0.2,0.2, [0.99145299 0.9957265  0.99145299 0.9957265  1.        ],0.487179487179487,0.551282051282051,0.807692307692308,1,1,1,0.56140350877193,0.684491978609626,0.494955348910724,0.615384615384615,0.686274509803922,0.544750158127767,0.819798173954829,0.873975409836066,0.807624255226041
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63,12, mscn, svdn,348,116,116,0.6,0.2,0.2, [0.5        0.62857143 0.57142857 0.54285714 0.58823529],0.542372881355932,0.508474576271186,0.877682403433476,0.997118155619596,0.994252873563218,0.997126436781609,0.571428571428571,0.666666666666667,0.552083333333333,0.579710144927536,0.625,0.497685185185185,0.881002087682672,0.905579399141631,0.877682403433476
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32,8, low_bits_6, svd,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [1.         0.98818898 0.99606299 0.98818898 0.99603175],0.587677725118483,0.62085308056872,0.841856060606061,1,1,1,0.675373134328358,0.896039603960396,0.600292529252925,0.71326164874552,0.904545454545454,0.608213321332133,0.858594411515665,0.960227272727273,0.841856060606061
ensemble_model_N8_B96_E104_nb_zones_4_mscn_svdne,8,96,104,4, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.66666667 0.83333333 0.83333333 0.66666667 0.66666667],0.525,0.525,0.77,0.928571428571429,0.866666666666667,0.933333333333333,0.577777777777778,0.565217391304348,0.517902813299233,0.457142857142857,0.421052631578947,0.520050125313283,0.760416666666667,0.715686274509804,0.771108443377351
svm_model_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.72222222 0.80555556 0.66666667 0.69444444 0.69444444],0.583333333333333,0.616666666666667,0.703333333333333,0.735483870967742,0.633333333333333,0.772222222222222,0.509803921568627,0.419354838709678,0.588987764182425,0.51063829787234,0.387096774193548,0.624582869855395,0.648221343873518,0.539473684210526,0.705547652916074
svm_model_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.63636364 0.72727273 0.90909091 0.8        0.9       ],0.685714285714286,0.885714285714286,0.857954545454545,0.89795918367347,0.830188679245283,0.905660377358491,0.645161290322581,0.588235294117647,0.683006535947712,0.857142857142857,0.75,0.875,0.840764331210191,0.767441860465116,0.85594315245478
svm_model_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16,8, low_bits_3, svdne,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.97881356 0.98728814 0.98305085 0.99152542 0.9957265 ],0.744897959183674,0.780612244897959,0.90112130479103,0.993231810490694,0.99660441426146,0.99320882852292,0.760765550239234,0.795,0.743854166666667,0.796208530805687,0.835820895522388,0.779166992263812,0.904055390702275,0.923232323232323,0.900916573138795
ensemble_model_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8,8, lab, svdne,1062,354,354,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.545197740112994,0.528248587570621,0.814689265536723,1,1,1,0.594458438287154,0.666666666666667,0.545197740112994,0.575063613231552,0.620879120879121,0.525555839509328,0.822894168466523,0.856179775280899,0.814453524004086
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svd,32,34,66, zones, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.72857143 0.82857143 0.77142857 0.75714286 0.84285714],0.620689655172414,0.586206896551724,0.896995708154507,0.994285714285714,0.994285714285714,0.994285714285714,0.676470588235294,0.766666666666667,0.615476190476191,0.636363636363636,0.75,0.591666666666667,0.900826446280992,0.935622317596567,0.896995708154507
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4,10, low_bits_2, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.94405594 0.93006993 0.94014085 0.95422535 0.95070423],0.763713080168776,0.746835443037975,0.878161888701518,0.961250849762066,0.992977528089888,0.95997191011236,0.759656652360515,0.728395061728395,0.764630431297098,0.71830985915493,0.665217391304348,0.744493941553813,0.877697841726619,0.875105485232067,0.878159313803902
ensemble_model_v2_N40_B30_E70_nb_zones_10_mscn_svdne,40,30,70, zones, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.73214286 0.80357143 0.88888889 0.75925926 0.81481481],0.56043956043956,0.538461538461538,0.809210526315789,0.981549815498155,0.970802919708029,0.981751824817518,0.636363636363636,0.777777777777778,0.56280193236715,0.571428571428571,0.622222222222222,0.539371980676328,0.818371607515658,0.863436123348018,0.80944731931593
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_4_shifted_2_svdne,4,0,4, zones, low_bits_4_shifted_2, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.99596774 1.         0.99186992 1.         0.99186992],0.615571776155718,0.571776155717761,0.837548638132296,1,1,1,0.676229508196721,0.808823529411765,0.616972151179312,0.653543307086614,0.764976958525345,0.560323530809064,0.850224215246637,0.913294797687861,0.83680456976731
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdne,8,0,8,8, low_bits_4_shifted_2, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [1.         0.99593496 0.99186992 1.         0.99593496],0.568292682926829,0.560975609756098,0.826023391812865,1,1,1,0.573493975903615,0.580487804878049,0.568292682926829,0.57345971563981,0.584541062801932,0.560743437804907,0.827452875785404,0.832684824902724,0.826010381201362
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svd,26,0,26, zones, low_bits_4_shifted_2, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [1.         1.         1.         0.99180328 0.99590164],0.514778325123153,0.561576354679803,0.815452755905512,1,1,1,0.593814432989691,0.73469387755102,0.522108843537415,0.639676113360324,0.755980861244019,0.555655405241299,0.829467939972715,0.898522167487685,0.815534436742859
ensemble_model_v2_N8_B96_E104_nb_zones_4_mscn_svdne,8,96,104, zones, mscn, svdne,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.76923077 0.65384615 0.73076923 0.69230769 0.75      ],0.595238095238095,0.738095238095238,0.825471698113208,0.925619834710744,0.875,0.9296875,0.564102564102564,0.44,0.631764705882353,0.755555555555556,0.739130434782609,0.737986270022883,0.819512195121951,0.75,0.83
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26,8, low_bits_4, svdn,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.95175439 0.95575221 0.97787611 0.97345133 0.95575221],0.639257294429708,0.56763925729443,0.837221633085896,0.99288256227758,0.985865724381626,0.992932862190813,0.725806451612903,0.841121495327103,0.607677312080729,0.618266978922717,0.763005780346821,0.582483282330273,0.850024425989253,0.912906610703043,0.836410432897074
ensemble_model_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102,6, mscn, svd,200,66,66,0.602409638554217,0.198795180722892,0.198795180722892, [0.625 0.55  0.775 0.75  0.6  ],0.53030303030303,0.727272727272727,0.822289156626506,0.948453608247423,0.92,0.95,0.474576271186441,0.518518518518518,0.528490028490028,0.756756756756757,0.8,0.72258064516129,0.819571865443425,0.82716049382716,0.822403776325345
ensemble_model_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108,4, mscn, svd,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.58333333 0.58333333 0.625      0.72727273 0.54545455],0.552631578947368,0.657894736842105,0.807291666666667,0.939130434782609,0.931034482758621,0.939655172413793,0.653061224489796,0.727272727272727,0.519886363636364,0.723404255319149,0.739130434782609,0.636231884057971,0.824644549763033,0.844660194174757,0.804352568997491
svm_model_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16,8, low_bits_2, svdne,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.953125   0.93359375 0.93700787 0.92913386 0.9488189 ],0.740566037735849,0.745283018867924,0.869462770970782,0.955672426746807,0.998430141287284,0.953689167974882,0.756637168141593,0.830097087378641,0.743030195065467,0.766233766233766,0.823255813953488,0.744163792144208,0.876614699331848,0.930056710775047,0.869633618545418
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svdn,26,37,63, zones, mscn, svdn,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.65714286 0.61428571 0.64285714 0.57352941 0.55882353],0.416666666666667,0.516666666666667,0.862660944206009,1,1,1,0.477611940298508,0.470588235294118,0.408371040723982,0.579710144927536,0.769230769230769,0.546380090497738,0.867219917012448,0.896995708154507,0.862660944206009
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32,8, low_bits_2, svdn,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.8875969  0.85271318 0.87984496 0.86434109 0.8984375 ],0.783216783216783,0.766899766899767,0.838769804287046,0.889848812095032,0.959627329192547,0.881211180124224,0.815841584158416,0.940639269406393,0.779843444227006,0.796747967479675,0.911627906976744,0.766561617039774,0.85498742665549,0.946196660482375,0.83826686956703
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40,8, low_bits_4, svd,1206,402,402,0.6,0.2,0.2, [1.         1.         1.         0.99583333 1.        ],0.748756218905473,0.723880597014925,0.894527363184079,1,1,1,0.777041942604857,0.88,0.749405940594059,0.758169934640523,0.857142857142857,0.72254127781766,0.899905571293673,0.947316103379722,0.89447478475759
svm_model_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104,6, mscn, svd,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.88235294 0.73529412 0.55882353 0.75       0.59375   ],0.654545454545455,0.527272727272727,0.735507246376812,0.831325301204819,0.831325301204819,0.831325301204819,0.654545454545455,0.692307692307692,0.656498673740053,0.566666666666667,0.739130434782609,0.557065217391304,0.740213523131672,0.787878787878788,0.737689393939394
svm_model_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66,12, mscn, svdn,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.68055556 0.61428571 0.6        0.57142857 0.65714286],0.543859649122807,0.596491228070175,0.860515021459227,0.955555555555556,0.977272727272727,0.954545454545455,0.566666666666667,0.566666666666667,0.542592592592593,0.610169491525424,0.666666666666667,0.6,0.864300626304802,0.888412017167382,0.860515021459227
ensemble_model_v2_N16_B92_E108_nb_zones_4_mscn_svd,16,92,108, zones, mscn, svd,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.61538462 0.53846154 0.69230769 0.5        0.70833333],0.619047619047619,0.642857142857143,0.816037735849057,0.933333333333333,0.875,0.9375,0.578947368421053,0.611111111111111,0.618055555555556,0.634146341463415,0.722222222222222,0.652777777777778,0.804020100502513,0.8,0.815178571428571
ensemble_model_v2_N4_B98_E102_nb_zones_6_mscn_svd,4,98,102, zones, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.66666667 0.63888889 0.63888889 0.63888889 0.52941176],0.610169491525424,0.576271186440678,0.766891891891892,0.872727272727273,0.808988764044944,0.882022471910112,0.581818181818182,0.551724137931034,0.609195402298851,0.576271186440678,0.53125,0.580439814814815,0.752688172043011,0.7,0.767808219178082
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40,8, low_bits_5, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [1. 1. 1. 1. 1.],0.513189448441247,0.498800959232614,0.802492809204219,1,1,1,0.678288431061807,1,0.5,0.6656,1,0.5,0.835725677830941,1,0.801541425818882
svm_model_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70,12, mscn, svd,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.75       0.81944444 0.75       0.77777778 0.81428571],0.740740740740741,0.481481481481482,0.860515021459227,0.935933147632312,0.93854748603352,0.935754189944134,0.8,0.823529411764706,0.711764705882353,0.5,0.7,0.526470588235294,0.865979381443299,0.901287553648069,0.860515021459228
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.99180328 0.97131148 1.         0.99173554 1.        ],0.675742574257426,0.693069306930693,0.873887240356083,1,1,1,0.682808716707022,0.712121212121212,0.676448955575169,0.710280373831776,0.737864077669903,0.692164362067275,0.875912408759124,0.890207715133531,0.873887240356083
ensemble_model_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.83333333 0.63888889 0.77777778 0.66666667 0.76470588],0.711864406779661,0.593220338983051,0.804054054054054,0.895705521472393,0.820224719101124,0.904494382022472,0.690909090909091,0.558823529411765,0.739411764705882,0.555555555555556,0.517241379310345,0.591954022988506,0.786764705882353,0.703947368421053,0.806834795321637
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26,8, low_bits_5, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.97435897 0.96153846 0.97435897 0.97008547 0.96551724],0.609254498714653,0.606683804627249,0.838129496402878,0.991394148020654,0.986301369863014,0.991438356164383,0.660714285714286,0.8,0.618137254901961,0.681912681912682,0.803921568627451,0.59655537890832,0.8493543758967,0.912641315519013,0.838129496402878
svm_model_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26,8, lab, svdn,1278,426,426,0.6,0.2,0.2, [0.88671875 0.91796875 0.91796875 0.89453125 0.88976378],0.530516431924883,0.511737089201878,0.766197183098592,0.928571428571429,0.915492957746479,0.929577464788732,0.453551912568306,0.400966183574879,0.52696711005228,0.434782608695652,0.358744394618834,0.519273675141929,0.75025075225677,0.699719363891487,0.766447806356677
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svd,32,0,32, zones, low_bits_4_shifted_2, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.99586777 0.99583333 1.         1.         0.99583333],0.5475,0.545,0.818681318681319,1,1,1,0.664192949907236,0.908629441624365,0.552836888299867,0.661710037174721,0.894472361809045,0.546738668466712,0.84071961386573,0.960882647943832,0.819247294121169
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8,10, low_bits_2, svd,1452,484,484,0.6,0.2,0.2, [0.96575342 0.94137931 0.95862069 0.95517241 0.96551724],0.751082251082251,0.735930735930736,0.879208754208754,0.966666666666666,0.99862258953168,0.965564738292011,0.72289156626506,0.630252100840336,0.754858193277311,0.690355329949239,0.607142857142857,0.732142857142857,0.875703767864876,0.851010101010101,0.879208754208754
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,1304,434,434,0.60036832412523,0.199815837937385,0.199815837937385, [1.         0.98473282 1.         1.         1.        ],0.529953917050691,0.550691244239631,0.816298342541436,1,1,1,0.644599303135889,0.876777251184834,0.539285486578964,0.666666666666667,0.836909871244635,0.527907671940726,0.838002436053593,0.941605839416058,0.815133774726617
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26,8, low_bits_3, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.95867769 0.92561983 0.92083333 0.9375     0.9375    ],0.738154613466334,0.790523690773067,0.886839481555334,0.969404186795491,1,0.96843853820598,0.759725400457666,0.873684210526316,0.744898977301073,0.8125,0.90547263681592,0.79023631840796,0.893276915843912,0.956696878147029,0.887529090603623
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32,8, low_bits_3, svdn,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.948      0.936      0.95967742 0.91935484 0.89919355],0.77536231884058,0.794685990338164,0.879826254826255,0.945842868039664,0.996784565916399,0.942926045016077,0.791946308724832,0.889447236180904,0.779607339020685,0.824016563146998,0.900452488687783,0.787013809110731,0.888888888888889,0.955854126679463,0.879383374019343
svm_model_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.79166667 0.76388889 0.77777778 0.8        0.72857143],0.727272727272727,0.690909090909091,0.888412017167382,0.942196531791907,0.915730337078652,0.943820224719101,0.716981132075472,0.791666666666667,0.734543010752688,0.701754385964912,0.645161290322581,0.69758064516129,0.885964912280702,0.866952789699571,0.888412017167382
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40,8, low_bits_6, svd,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.99565217 0.99130435 0.96052632 0.98684211 1.        ],0.63254593175853,0.635170603674541,0.853620146904512,1,1,1,0.722222222222222,0.91,0.617983425414365,0.706131078224102,0.912568306010929,0.645678092399404,0.868458274398869,0.964397905759162,0.85338717580282
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8,8, low_bits_5, svdne,1176,392,392,0.6,0.2,0.2, [1.         1.         0.99576271 1.         0.98290598],0.571428571428571,0.635204081632653,0.841326530612245,1,1,1,0.594202898550725,0.611940298507463,0.570368055012894,0.645161290322581,0.666666666666667,0.635363790186125,0.843953838434521,0.854674796747967,0.841271824603492
ensemble_model_v2_N8_B96_E104_nb_zones_6_mscn_svd,8,96,104, zones, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.70588235 0.79411765 0.64705882 0.88235294 0.61764706],0.642857142857143,0.642857142857143,0.822695035460993,0.939024390243902,0.905882352941176,0.941176470588235,0.67741935483871,0.617647058823529,0.649732620320856,0.583333333333333,0.56,0.634838709677419,0.817518248175183,0.777777777777778,0.823671497584541
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66,12, mscn, svdn,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.54285714 0.51428571 0.60294118 0.48529412 0.60294118],0.491803278688525,0.508196721311475,0.869098712446352,1,1,1,0.537313432835821,0.580645161290323,0.490322580645161,0.558823529411765,0.633333333333333,0.510215053763441,0.872651356993737,0.896995708154507,0.869098712446352
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70,12, mscn, svd,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.78378378 0.69444444 0.90277778 0.73611111 0.73611111],0.788461538461538,0.730769230769231,0.944206008583691,0.997229916897507,0.994475138121547,0.997237569060773,0.807017543859649,0.851851851851852,0.785925925925926,0.730769230769231,0.76,0.731851851851852,0.94468085106383,0.952789699570816,0.944206008583691
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdn,16,0,16, zones, low_bits_4_shifted_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [1.         0.98739496 1.         1.         0.98319328],0.501259445843829,0.531486146095718,0.806646525679758,1,1,1,0.580508474576271,0.713541666666667,0.507990345528455,0.628,0.78894472361809,0.530835998172682,0.822550831792976,0.901722391084093,0.807217551898403
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.98818898 0.99606299 0.98818898 0.99606299 0.98425197],0.57210401891253,0.602836879432624,0.834593572778828,0.999213217938631,1,0.999212598425197,0.596881959910913,0.629107981220657,0.571696847753186,0.628318584070796,0.66046511627907,0.60186717352415,0.838858195211786,0.857008466603951,0.834487139284881
ensemble_model_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63,12, mscn, svdne,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.7972973  0.70833333 0.66666667 0.81944444 0.84722222],0.5,0.576923076923077,0.88412017167382,0.98314606741573,0.966850828729282,0.983425414364641,0.535714285714286,0.555555555555556,0.497777777777778,0.5,0.44,0.571851851851852,0.881578947368421,0.862660944206009,0.88412017167382
svm_model_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102,6, mscn, svdne,168,56,56,0.6,0.2,0.2, [0.79411765 0.79411765 0.82352941 0.79411765 0.75      ],0.553571428571429,0.571428571428571,0.746428571428571,0.857142857142857,0.785714285714286,0.869047619047619,0.528301886792453,0.424242424242424,0.581686429512516,0.5,0.461538461538462,0.564102564102564,0.72156862745098,0.643356643356643,0.748685620948395
ensemble_model_v2_N4_B0_E4_nb_zones_8_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [1.         0.98739496 0.99579832 0.99152542 0.99576271],0.508860759493671,0.511392405063291,0.80414979757085,1,1,1,0.631178707224335,0.813725490196078,0.498485781747254,0.628131021194605,0.823232323232323,0.510600933189766,0.82653518601524,0.926633165829145,0.803275808194899
svm_model_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108,4, mscn, svdne,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.79166667 0.83333333 0.70833333 0.875      0.90909091],0.564102564102564,0.666666666666667,0.775510204081633,0.872727272727273,0.813559322033898,0.88135593220339,0.54054054054054,0.434782608695652,0.592391304347826,0.628571428571429,0.733333333333333,0.679166666666667,0.758241758241758,0.711340206185567,0.774862022284703
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16,8, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [1.         1.         1.         0.99166667 1.        ],0.68671679197995,0.666666666666667,0.870741482965932,1,1,1,0.700239808153477,0.760416666666667,0.689387077294686,0.6810551558753,0.702970297029703,0.666205960697593,0.873031496062992,0.8932527693857,0.870853702738712
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svd,32,0,32, zones, lab, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [1.         1.         1.         1.         0.99568966],0.589147286821705,0.596899224806201,0.837293388429752,1,1,1,0.673511293634497,0.854166666666667,0.591185897435897,0.677685950413223,0.828282828282828,0.591390091390091,0.852320675105485,0.936148300720906,0.836986067458899
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,1248,416,416,0.6,0.2,0.2, [0.996 1.    0.996 1.    1.   ],0.670673076923077,0.620192307692308,0.858173076923077,1,1,1,0.737044145873321,0.876712328767123,0.659168347124678,0.677551020408163,0.846938775510204,0.632560296846011,0.869411243913236,0.945139557266602,0.858256618210631
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26,8, low_bits_2, svdn,1236,412,412,0.6,0.2,0.2, [0.89516129 0.875      0.875      0.93495935 0.88211382],0.854368932038835,0.871359223300971,0.894174757281553,0.921465968586388,0.996763754045308,0.91504854368932,0.858490566037736,0.883495145631068,0.854368932038835,0.873508353221957,0.875598086124402,0.871296580008014,0.9,0.949661181026138,0.894012674252114
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,1104,368,368,0.6,0.2,0.2, [0.96396396 0.98198198 0.96363636 0.99545455 0.96818182],0.581521739130435,0.527173913043478,0.820652173913043,0.998188405797101,0.998188405797101,0.998188405797102,0.65625,0.812154696132597,0.585221733093036,0.609865470852018,0.715789473684211,0.520816085156712,0.834834834834835,0.903575297941495,0.820380887792994
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svdn,32,34,66, zones, mscn, svdn,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.625      0.70833333 0.73611111 0.68055556 0.7       ],0.611111111111111,0.611111111111111,0.907725321888412,0.997214484679666,1,0.997206703910614,0.644067796610169,0.633333333333333,0.608333333333333,0.588235294117647,0.625,0.6125,0.908315565031983,0.914163090128755,0.907725321888412
ensemble_model_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102,6, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.69444444 0.75       0.69444444 0.61764706 0.76470588],0.53448275862069,0.620689655172414,0.746575342465753,0.857142857142857,0.852272727272727,0.857954545454545,0.542372881355932,0.695652173913043,0.562111801242236,0.620689655172414,0.620689655172414,0.620689655172414,0.746575342465754,0.778571428571429,0.747838345864662
ensemble_model_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.83333333 0.90909091 0.59090909 0.90909091 0.81818182],0.594594594594595,0.702702702702703,0.833333333333333,0.954128440366972,0.928571428571429,0.955357142857143,0.545454545454546,0.5625,0.59077380952381,0.717948717948718,0.736842105263158,0.701754385964912,0.828729281767956,0.824175824175824,0.833140543666859
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16,8, low_bits_3, svdne,1122,374,374,0.6,0.2,0.2, [0.99115044 0.99553571 0.99553571 0.99553571 0.96875   ],0.788770053475936,0.794117647058823,0.916042780748663,0.999107939339875,0.998217468805704,0.999108734402852,0.815850815850816,0.902061855670103,0.784364261168385,0.813559322033898,0.91304347826087,0.795995423340961,0.920020376974019,0.961661341853035,0.915846782634359
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.91880342 0.93589744 0.9017094  0.94827586 0.93965517],0.819587628865979,0.832474226804124,0.92378990731205,0.988954970263381,0.998284734133791,0.98885077186964,0.811827956989247,0.762626262626263,0.820786815523658,0.807121661721068,0.727272727272727,0.828810492989597,0.92152704135737,0.897727272727273,0.92370963225686
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svd,40,30,70, zones, mscn, svd,328,109,109,0.600732600732601,0.1996336996337,0.1996336996337, [0.71212121 0.86363636 0.78787879 0.71212121 0.75      ],0.608695652173913,0.550724637681159,0.869098712446352,0.990881458966565,0.99390243902439,0.990853658536585,0.64,0.666666666666667,0.606060606060606,0.575342465753425,0.636363636363636,0.554292929292929,0.872117400419287,0.892703862660944,0.869098712446352
ensemble_model_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8,8, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [1.         0.99166667 1.         1.         1.        ],0.511278195488722,0.538847117794486,0.810120240480962,1,1,1,0.580645161290323,0.685279187817259,0.51343167311655,0.605150214592275,0.684466019417476,0.533942854268323,0.821982151244716,0.873253493013972,0.809866183126704
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32,8, low_bits_4, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.97520661 0.99586777 0.97933884 0.96694215 0.9875    ],0.67910447761194,0.701492537313433,0.874254473161034,0.996677740863787,0.993377483443708,0.996688741721854,0.711409395973154,0.787128712871287,0.678564356435644,0.734513274336283,0.798076923076923,0.69800753370341,0.879695672848312,0.912228796844182,0.873950069764776
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8,10, low_bits_3, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.99671053 0.98684211 1.         0.99006623 0.98675497],0.548837209302326,0.525581395348837,0.832070707070707,0.999339933993399,0.99868073878628,0.99934036939314,0.67986798679868,0.949308755760369,0.545076913091452,0.66,0.929577464788732,0.529304861426624,0.853362734288864,0.977272727272727,0.832070707070707
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svdn,16,0,16, zones, lab, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [1.         0.99583333 1.         1.         0.99579832],0.511278195488722,0.50125313283208,0.802605210420842,1,1,1,0.506329113924051,0.50251256281407,0.511256281407035,0.49620253164557,0.487562189054726,0.501356852103121,0.801810865191147,0.797797797797798,0.802610032299099
svm_model_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104,6, mscn, svdne,174,58,58,0.6,0.2,0.2, [0.75       0.63888889 0.70588235 0.64705882 0.70588235],0.655172413793103,0.689655172413793,0.748275862068966,0.768211920529801,0.666666666666667,0.798850574712644,0.545454545454545,0.5,0.632352941176471,0.590909090909091,0.5,0.671875,0.694560669456067,0.605839416058394,0.740828204761223
ensemble_model_v2_N26_B37_E63_nb_zones_12_mscn_svdne,26,37,63, zones, mscn, svdne,370,123,123,0.600649350649351,0.199675324675325,0.199675324675325, [0.74324324 0.74324324 0.81081081 0.75675676 0.71621622],0.645833333333333,0.645833333333333,0.918454935622318,0.989189189189189,0.989189189189189,0.989189189189189,0.638297872340426,0.714285714285714,0.653439153439153,0.701754385964912,0.740740740740741,0.632275132275132,0.919831223628692,0.935622317596567,0.918454935622318
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26,8, low_bits_6, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.95528455 0.96721311 0.95491803 0.94262295 0.97131148],0.513513513513513,0.533169533169533,0.803045186640471,0.989317995069844,0.985270049099836,0.98936170212766,0.521739130434783,0.548223350253807,0.514587865603094,0.560185185185185,0.578947368421053,0.531897926634769,0.805622879301987,0.817109144542773,0.803058988365596
ensemble_model_v2_N16_B92_E108_nb_zones_4_mscn_svdne,16,92,108, zones, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.79166667 0.75       0.77272727 0.68181818 0.86363636],0.657894736842105,0.710526315789474,0.836842105263158,0.938053097345133,0.929824561403509,0.93859649122807,0.697674418604651,0.681818181818182,0.653409090909091,0.717948717948718,0.823529411764706,0.721288515406162,0.841025641025641,0.854166666666667,0.83665780141844
ensemble_model_v2_N4_B98_E102_nb_zones_6_mscn_svdne,4,98,102, zones, mscn, svdne,162,54,54,0.6,0.2,0.2, [0.64705882 0.65625    0.625      0.6875     0.6875    ],0.592592592592593,0.62962962962963,0.8,0.923076923076923,0.888888888888889,0.925925925925926,0.65625,0.724137931034483,0.582068965517241,0.642857142857143,0.620689655172414,0.630344827586207,0.804347826086957,0.798561151079137,0.800043934318194
ensemble_model_N40_B0_E40_nb_zones_8_lab_svd,40,0,40,8, lab, svd,1266,422,422,0.6,0.2,0.2, [1.         1.         1.         0.99603175 1.        ],0.637440758293839,0.611374407582938,0.849763033175355,1,1,1,0.725314183123878,0.935185185185185,0.630213951815894,0.697416974169742,0.926470588235294,0.621492174851592,0.865961945031713,0.972459639126306,0.849995193262301
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4,10, low_bits_4, svd,1410,470,470,0.6,0.2,0.2, [1.        1.        0.9929078 0.9929078 0.9822695],0.506382978723404,0.529787234042553,0.806808510638298,0.999290276792051,0.998581560283688,0.999290780141844,0.641975308641975,0.900432900432901,0.512977956492601,0.663622526636225,0.919831223628692,0.526439216964561,0.832719233603537,0.963341858482523,0.807074497635484
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_4_shifted_2_svdne,8,0,8, zones, low_bits_4_shifted_2, svdne,1194,398,398,0.6,0.2,0.2, [1.         0.99583333 1.         1.         1.        ],0.562814070351759,0.565326633165829,0.825628140703518,1,1,1,0.585714285714286,0.621212121212121,0.563106060606061,0.550649350649351,0.563829787234043,0.565248226950355,0.826413206603302,0.84028484231943,0.825802798518206
svm_model_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66,12, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.79411765 0.77941176 0.83823529 0.77941176 0.71212121],0.734375,0.65625,0.892703862660944,0.967164179104478,0.958579881656805,0.967455621301775,0.721311475409836,0.785714285714286,0.740079365079365,0.702702702702703,0.722222222222222,0.646825396825397,0.893617021276596,0.901287553648069,0.892703862660944
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26,8, low_bits_4, svdn,1048,349,349,0.600229095074456,0.199885452462772,0.199885452462772, [0.98095238 0.97619048 0.97619048 0.98095238 0.98557692],0.650429799426934,0.641833810888252,0.857388316151203,0.998095238095238,1,0.998091603053435,0.680628272251309,0.698924731182796,0.647008377861337,0.661246612466125,0.72189349112426,0.644280078895463,0.861743475846752,0.882821387940842,0.857212308733974
ensemble_model_v2_N8_B0_E8_nb_zones_8_lab_svdne,8,0,8, zones, lab, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [1. 1. 1. 1. 1.],0.575242718446602,0.560679611650485,0.827352085354025,1,1,1,0.567901234567901,0.555555555555556,0.575338753387534,0.509485094850948,0.47,0.55811320754717,0.823061630218688,0.807017543859649,0.827253945674998
svm_model_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113,4, mscn, svd,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.79166667 0.75       0.75       0.68181818 0.68181818],0.710526315789474,0.5,0.822916666666667,0.964285714285714,0.931034482758621,0.96551724137931,0.744186046511628,0.727272727272727,0.707386363636364,0.577777777777778,0.722222222222222,0.511111111111111,0.83,0.846938775510204,0.822405557967868
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16,8, low_bits_2, svdne,1212,404,404,0.6,0.2,0.2, [0.94672131 0.95041322 0.95041322 0.97107438 0.94628099],0.799504950495049,0.804455445544554,0.901485148514852,0.968824940047962,1,0.967821782178218,0.798004987531172,0.804020100502513,0.799571025861012,0.814988290398126,0.828571428571429,0.803460972017673,0.904280904280904,0.926108374384236,0.901362644903561
ensemble_model_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104,6, mscn, svdne,156,52,52,0.6,0.2,0.2, [0.625      0.8125     0.75       0.76666667 0.76666667],0.538461538461538,0.538461538461538,0.742307692307692,0.867132867132867,0.794871794871795,0.878205128205128,0.555555555555556,0.555555555555556,0.537777777777778,0.5,0.444444444444444,0.542222222222222,0.726530612244898,0.674242424242424,0.743371212121212
svm_model_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108,6, mscn, svd,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.77777778 0.77777778 0.69444444 0.73529412 0.76470588],0.672413793103448,0.620689655172414,0.777397260273973,0.851851851851852,0.784090909090909,0.863636363636364,0.707692307692308,0.821428571428571,0.677380952380952,0.633333333333333,0.730769230769231,0.631009615384615,0.773519163763066,0.78169014084507,0.777511737089202
svm_model_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70,12, mscn, svdn,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.54411765 0.61764706 0.61764706 0.61764706 0.55882353],0.650793650793651,0.603174603174603,0.776824034334764,0.825688073394496,0.794117647058823,0.832352941176471,0.65625,0.65625,0.65070564516129,0.615384615384615,0.645161290322581,0.60383064516129,0.771929824561403,0.755364806866953,0.776824034334764
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.98706897 1.         0.99130435 1.         0.99130435],0.825520833333333,0.807291666666667,0.926638917793965,1,1,1,0.814404432132964,0.825842696629213,0.825542707537908,0.827102803738318,0.850961538461538,0.803321678321678,0.927431806484817,0.935617860851506,0.926620192156723
svm_model_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102,8, mscn, svd,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.66666667 0.80434783 0.7826087  0.76086957 0.69565217],0.558441558441558,0.74025974025974,0.72279792746114,0.743961352657005,0.663793103448276,0.771551724137931,0.46875,0.357142857142857,0.578571428571429,0.62962962962963,0.485714285714286,0.719047619047619,0.670769230769231,0.564766839378238,0.72279792746114
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4,10, low_bits_3, svd,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.98734177 0.98417722 0.99367089 0.98407643 0.98089172],0.7875,0.7075,0.912037037037037,0.995555555555555,0.99492385786802,0.995558375634518,0.822546972860125,0.95631067961165,0.782279051146031,0.750533049040512,0.907216494845361,0.713316985286758,0.917162108600872,0.973905723905724,0.912037037037037
svm_model_N4_B0_E4_nb_zones_10_lab_svd,4,0,4,10, lab, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [1. 1. 1. 1. 1.],0.481572481572482,0.518427518427518,0.828703703703704,1,1,1,0.650082918739635,1,0.5,0.682847896440129,1,0.5,0.853754940711462,1,0.828703703703704
ensemble_model_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113,4, mscn, svd,108,36,36,0.6,0.2,0.2, [0.86363636 0.90909091 0.72727273 0.81818182 0.95      ],0.555555555555556,0.611111111111111,0.777777777777778,0.901960784313726,0.851851851851852,0.907407407407407,0.636363636363636,0.777777777777778,0.555555555555556,0.681818181818182,0.833333333333333,0.611111111111111,0.789473684210526,0.833333333333333,0.777777777777778
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdn,26,0,26,8, low_bits_4_shifted_2, svdn,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.97747748 0.98648649 0.99099099 0.96846847 0.99090909],0.514905149051491,0.563685636856369,0.815276273022752,0.999096657633243,0.998194945848375,0.999097472924188,0.537467700258398,0.590909090909091,0.518252472915685,0.572944297082228,0.631578947368421,0.568314726209463,0.817744521646179,0.849056603773585,0.816062693421184
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svd,40,0,40,8, low_bits_4_shifted_2, svd,1272,424,424,0.6,0.2,0.2, [0.99609375 0.98031496 0.99212598 0.99212598 0.98818898],0.563679245283019,0.589622641509434,0.830660377358491,1,1,1,0.690117252931323,0.958139534883721,0.558017135862913,0.711920529801325,0.977272727272727,0.574420677361854,0.854832187626365,0.986928104575163,0.829021726262796
ensemble_model_v2_N8_B96_E104_nb_zones_6_mscn_svdne,8,96,104, zones, mscn, svdne,194,64,64,0.602484472049689,0.198757763975155,0.198757763975155, [0.65       0.65       0.65789474 0.63157895 0.68421053],0.59375,0.578125,0.816770186335404,0.968085106382979,0.938144329896907,0.969072164948454,0.518518518518518,0.56,0.587692307692308,0.63013698630137,0.657142857142857,0.569950738916256,0.812698412698413,0.815286624203822,0.81673422119282
ensemble_model_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.69444444 0.69444444 0.69444444 0.83333333 0.64705882],0.745762711864407,0.610169491525424,0.837837837837838,0.941860465116279,0.910112359550562,0.943820224719101,0.666666666666667,0.625,0.726785714285714,0.549019607843137,0.583333333333333,0.605952380952381,0.82089552238806,0.802919708029197,0.835422118165542
ensemble_model_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102,8, mscn, svd,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.77272727 0.63636364 0.72727273 0.72727273 0.69047619],0.569444444444444,0.736111111111111,0.81767955801105,0.923809523809524,0.889908256880734,0.926605504587156,0.491803278688525,0.517241379310345,0.560946271050521,0.781609195402299,0.772727272727273,0.725649350649351,0.815642458100559,0.802197802197802,0.817765567765568
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [1. 1. 1. 1. 1.],0.544235924932976,0.563002680965148,0.821543408360129,1,1,1,0.650205761316872,0.81025641025641,0.531532699510228,0.653927813163482,0.832432432432432,0.565152386428982,0.839672604718344,0.927659574468085,0.820741234318276
ensemble_model_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.79166667 0.875      0.72222222 0.8        0.75714286],0.581818181818182,0.581818181818182,0.869098712446352,0.957983193277311,0.960674157303371,0.957865168539326,0.51063829787234,0.428571428571429,0.584656084656085,0.51063829787234,0.444444444444444,0.579365079365079,0.864745011086474,0.836909871244635,0.869098712446352
ensemble_model_v2_N26_B87_E113_nb_zones_4_mscn_svd,26,87,113, zones, mscn, svd,132,44,44,0.6,0.2,0.2, [0.71428571 0.65384615 0.84615385 0.57692308 0.57692308],0.727272727272727,0.636363636363636,0.836363636363636,0.938461538461538,0.924242424242424,0.939393939393939,0.739130434782609,0.80952380952381,0.730848861283644,0.692307692307692,0.857142857142857,0.645962732919255,0.842105263157895,0.888888888888889,0.837301587301587
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4,10, low_bits_2, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.91319444 0.95486111 0.93055556 0.90277778 0.91958042],0.835820895522388,0.889125799573561,0.922138047138047,0.96241610738255,0.997218358831711,0.96105702364395,0.845070422535211,0.882352941176471,0.835115864527629,0.888412017167382,0.896103896103896,0.889228418640183,0.924582144313086,0.954545454545455,0.922138047138047
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70,12, mscn, svdn,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.60294118 0.64705882 0.64705882 0.55882353 0.62121212],0.609375,0.578125,0.88412017167382,0.994117647058823,1,0.994082840236686,0.615384615384615,0.666666666666667,0.612745098039216,0.63013698630137,0.676470588235294,0.57156862745098,0.887029288702929,0.909871244635193,0.88412017167382
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svd,4,0,4,10, low_bits_4_shifted_2, svd,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.99681529 1.         0.99681529 0.99363057 0.99679487],0.51980198019802,0.48019801980198,0.82996632996633,1,1,1,0.684039087947883,1,0.5,0.648829431438127,1,0.5,0.854676258992806,1,0.82996632996633
svm_model_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104,8, mscn, svd,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.76086957 0.69565217 0.80434783 0.65909091 0.68181818],0.64,0.733333333333333,0.728723404255319,0.696132596685083,0.557522123893805,0.756637168141593,0.448979591836735,0.366666666666667,0.594444444444444,0.714285714285714,0.625,0.741071428571429,0.66,0.540983606557377,0.723859678926357
ensemble_model_v2_N16_B92_E108_nb_zones_6_mscn_svd,16,92,108, zones, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.60526316 0.58333333 0.61111111 0.63888889 0.72222222],0.7,0.666666666666667,0.850993377483444,0.960893854748603,0.945054945054945,0.961538461538462,0.678571428571429,0.826086956521739,0.72385428907168,0.72972972972973,0.84375,0.654017857142857,0.854368932038835,0.904109589041096,0.852695820161574
ensemble_model_v2_N4_B98_E102_nb_zones_8_mscn_svd,4,98,102, zones, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.60869565 0.7173913  0.70454545 0.63636364 0.75      ],0.594594594594595,0.540540540540541,0.760752688172043,0.881516587677725,0.830357142857143,0.888392857142857,0.594594594594595,0.647058823529412,0.598529411764706,0.564102564102564,0.594594594594595,0.540540540540541,0.754820936639118,0.748633879781421,0.760560326134097
ensemble_model_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104,8, mscn, svd,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.67391304 0.65217391 0.7826087  0.77272727 0.70454545],0.653333333333333,0.626666666666667,0.803191489361702,0.909090909090909,0.884955752212389,0.911504424778761,0.682926829268293,0.7,0.65,0.631578947368421,0.705882352941176,0.633428981348637,0.804232804232804,0.812834224598931,0.803242509124862
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,1046,348,348,0.600459242250287,0.199770378874857,0.199770378874857, [0.99047619 0.98571429 0.97619048 0.98557692 0.98076923],0.844827586206896,0.790229885057471,0.925947187141217,0.998084291187739,0.996175908221797,0.998087954110899,0.848314606741573,0.883040935672515,0.845475270096144,0.817955112219451,0.867724867724868,0.782919037636019,0.928373126041088,0.946772366930917,0.925656264955564
ensemble_model_v2_N32_B34_E66_nb_zones_12_mscn_svdne,32,34,66, zones, mscn, svdne,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.67567568 0.82432432 0.75       0.79166667 0.77777778],0.607843137254902,0.627450980392157,0.914163090128755,0.997245179063361,0.994505494505494,0.997252747252747,0.655172413793103,0.76,0.610769230769231,0.654545454545455,0.692307692307692,0.626153846153846,0.915966386554622,0.935622317596567,0.914163090128755
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4,10, low_bits_5, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.99662162 1.         1.         1.         1.        ],0.515625,0.477678571428571,0.810185185185185,1,1,1,0.680412371134021,0.991416309012875,0.495708154506438,0.646525679758308,0.995348837209302,0.497674418604651,0.840127614321163,0.997474747474748,0.810185185185185
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [1.    0.996 1.    0.996 1.   ],0.633093525179856,0.618705035971223,0.850431447746884,1,1,1,0.700587084148728,0.836448598130841,0.627583904976751,0.677484787018256,0.830845771144279,0.626071033720288,0.861702127659574,0.93371757925072,0.850590847041628
svm_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdne,16,0,16,8, low_bits_4_shifted_2, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [1.         0.99553571 1.         1.         0.9954955 ],0.559139784946237,0.57258064516129,0.826530612244898,1,1,1,0.554347826086957,0.589595375722543,0.561129346152729,0.591259640102828,0.598958333333333,0.571701388888889,0.827733333333333,0.83982683982684,0.826629837823868
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32,8, low_bits_2, svdn,1308,436,436,0.6,0.2,0.2, [0.88931298 0.88931298 0.92366412 0.91221374 0.90384615],0.860091743119266,0.86697247706422,0.91651376146789,0.953981008035062,0.998470948012232,0.951834862385321,0.874743326488706,0.955156950672646,0.857860165477168,0.878151260504202,0.958715596330275,0.86697247706422,0.921955403087479,0.981735159817351,0.916213202028491
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.93359375 0.953125   0.9296875  0.98425197 0.96062992],0.781176470588235,0.792941176470588,0.910630291627469,0.992996108949416,1,0.99294670846395,0.8,0.861111111111111,0.779837852206273,0.811158798283262,0.921951219512195,0.797339246119734,0.914259927797834,0.956562795089707,0.910802484705116
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svdn,40,30,70, zones, mscn, svdn,342,114,114,0.6,0.2,0.2, [0.6        0.61764706 0.64705882 0.60294118 0.64705882],0.435483870967742,0.548387096774194,0.86480686695279,1,1,1,0.444444444444444,0.4375,0.435416666666667,0.533333333333333,0.533333333333333,0.547916666666667,0.864516129032258,0.862660944206009,0.86480686695279
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16,8, low_bits_4, svdne,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [1. 1. 1. 1. 1.],0.719387755102041,0.785714285714286,0.90112130479103,1,1,1,0.731707317073171,0.793650793650794,0.721948549534756,0.800947867298578,0.849246231155779,0.784726742520895,0.903482587064676,0.929375639713408,0.901236043206958
ensemble_model_v2_N8_B96_E104_nb_zones_8_mscn_svd,8,96,104, zones, mscn, svd,246,82,82,0.6,0.2,0.2, [0.62       0.72       0.84       0.72916667 0.66666667],0.646341463414634,0.524390243902439,0.785365853658537,0.915254237288135,0.878048780487805,0.91869918699187,0.666666666666667,0.725,0.648214285714286,0.589473684210526,0.622222222222222,0.513813813813814,0.789473684210526,0.793269230769231,0.785248476770754
svm_model_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116,4, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.76923077 0.73076923 0.70833333 0.875      0.625     ],0.658536585365854,0.75609756097561,0.796116504854369,0.847457627118644,0.806451612903226,0.854838709677419,0.681818181818182,0.75,0.660714285714286,0.761904761904762,0.8,0.757142857142857,0.794117647058823,0.794117647058823,0.796097285067873
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32,8, low_bits_3, svdn,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.95275591 0.93307087 0.92857143 0.9484127  0.9484127 ],0.783847980997625,0.767220902612827,0.896011396011396,0.976816074188563,1,0.97626582278481,0.786885245901639,0.815533980582524,0.784511176337774,0.768867924528302,0.783653846153846,0.767413777537017,0.897902097902098,0.920650095602294,0.896174104404921
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdn,32,0,32,8, low_bits_4_shifted_2, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.96521739 0.99122807 0.97807018 0.96929825 0.97368421],0.586842105263158,0.544736842105263,0.822818086225026,0.993832599118943,0.987740805604203,0.993870402802102,0.653421633554084,0.736318407960199,0.57765641068401,0.557544757033248,0.641176470588235,0.553921568627451,0.829711975745326,0.871549893842887,0.823274946921444
svm_model_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16,8, low_bits_6, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [1.         1.         0.99586777 0.99586777 0.99586777],0.495049504950495,0.492574257425743,0.797725024727992,1,1,1,0.525581395348837,0.548543689320388,0.493968814357164,0.515366430260047,0.531707317073171,0.491984311802917,0.802128688921142,0.81434184675835,0.797609170391127
svm_model_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113,4, mscn, svdne,102,34,34,0.6,0.2,0.2, [0.86363636 0.75       0.8        0.65       0.6       ],0.676470588235294,0.647058823529412,0.788235294117647,0.865979381443299,0.823529411764706,0.872549019607843,0.685714285714286,0.666666666666667,0.677083333333333,0.6,0.5625,0.642361111111111,0.777777777777778,0.741176470588235,0.788235294117647
svm_model_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16,8, low_bits_5, svdne,1152,384,384,0.6,0.2,0.2, [1.         0.99565217 1.         1.         0.99565217],0.5546875,0.578125,0.8265625,1,1,1,0.51830985915493,0.450980392156863,0.561601307189542,0.512048192771084,0.469613259668508,0.572245053479574,0.818923327895595,0.783558792924037,0.82660734223887
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [1.         0.99145299 0.98717949 1.         1.        ],0.711340206185567,0.716494845360825,0.885684860968074,1,1,1,0.725490196078431,0.795698924731183,0.714681145533908,0.729064039408867,0.804347826086956,0.72080136402387,0.887878787878788,0.922350472193074,0.886352182507053
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8,10, low_bits_4, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [1.         0.99038462 1.         0.99679487 1.        ],0.508599508599509,0.484029484029484,0.827441077441077,1,1,1,0.671052631578947,0.980769230769231,0.497922303826826,0.651162790697674,0.984924623115578,0.494866157711635,0.852092352092352,0.994107744107744,0.827441077441078
svm_model_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108,6, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.88888889 0.75       0.88888889 0.64705882 0.73529412],0.706896551724138,0.758620689655172,0.773972602739726,0.768211920529801,0.659090909090909,0.801136363636364,0.653061224489796,0.533333333333333,0.713095238095238,0.681818181818182,0.555555555555556,0.745519713261649,0.729508196721311,0.613793103448276,0.772882946281961
ensemble_model_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26,8, lab, svdn,1236,412,412,0.6,0.2,0.2, [0.97580645 0.95967742 0.98387097 0.9796748  0.97560976],0.54126213592233,0.538834951456311,0.81504854368932,0.998384491114701,1,0.998381877022654,0.588235294117647,0.655339805825243,0.54126213592233,0.572072072072072,0.635,0.541556603773585,0.822045773003269,0.859375,0.815305260617761
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4,10, low_bits_6, svd,1470,490,490,0.6,0.2,0.2, [1.         1.         1.         1.         0.99659864],0.470198675496689,0.527593818984547,0.808922558922559,1,1,1,0.63963963963964,1,0.5,0.690751445086705,0.995833333333333,0.497916666666667,0.839462517680339,0.999158249158249,0.808922558922559
ensemble_model_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116,4, mscn, svd,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.8  0.75 0.8  0.85 0.8 ],0.727272727272727,0.696969696969697,0.855421686746988,0.947368421052632,0.9,0.95,0.727272727272727,0.8,0.733333333333333,0.666666666666667,0.714285714285714,0.699248120300752,0.848101265822785,0.848101265822785,0.855085115670013
ensemble_model_v2_N8_B0_E8_nb_zones_8_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [1.         0.99593496 1.         1.         1.        ],0.555012224938875,0.56479217603912,0.824046920821114,1,1,1,0.508108108108108,0.479591836734694,0.5520024911373,0.570048309178744,0.567307692307692,0.56474837351703,0.821073558648111,0.81139489194499,0.823985383715686
svm_model_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102,8, mscn, svdne,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.7826087  0.84782609 0.76086957 0.61363636 0.84090909],0.68,0.56,0.731382978723404,0.784313725490196,0.707964601769911,0.805309734513274,0.647058823529412,0.578947368421053,0.681365576102418,0.421052631578947,0.413793103448276,0.532983508245877,0.693009118541033,0.633333333333333,0.727380952380952
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8,10, low_bits_2, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.92532468 0.93831169 0.94480519 0.93181818 0.92857143],0.84688995215311,0.830143540669856,0.932239057239057,0.983397190293742,1,0.983116883116883,0.838383838383838,0.860103626943005,0.84782959124928,0.843956043956044,0.853333333333333,0.828221070811744,0.933388498138188,0.94949494949495,0.932239057239057
svm_model_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.75       0.77142857 0.75714286 0.81428571 0.85714286],0.491228070175439,0.596491228070175,0.879828326180257,0.988636363636364,0.988636363636364,0.988636363636364,0.524590163934426,0.615384615384615,0.501240694789082,0.634920634920635,0.645161290322581,0.591811414392059,0.882352941176471,0.901287553648069,0.879828326180257
ensemble_model_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113,4, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.69230769 0.76923077 0.84615385 0.73076923 0.80769231],0.744186046511628,0.581395348837209,0.847222222222222,0.968253968253968,0.938461538461538,0.969230769230769,0.765957446808511,0.75,0.743421052631579,0.571428571428571,0.545454545454545,0.582251082251082,0.846511627906977,0.81981981981982,0.848005148005148
svm_model_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16,8, lab, svdne,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.99130435 0.9826087  0.99561404 0.99561404 0.98245614],0.538057742782152,0.493438320209974,0.802203567681007,0.992957746478873,0.986013986013986,0.993006993006993,0.57487922705314,0.616580310880829,0.537013559695734,0.541567695961995,0.596858638743455,0.493166161476991,0.808726534753932,0.833682008368201,0.802104162078837
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,1272,424,424,0.6,0.2,0.2, [0.921875   0.9015748  0.9015748  0.91732283 0.88582677],0.80188679245283,0.82311320754717,0.896226415094339,0.953822861468584,0.990566037735849,0.952044025157232,0.817391304347826,0.831858407079646,0.799767587378207,0.812967581047382,0.835897435897436,0.824062255066622,0.899175068744271,0.928098391674551,0.896316364228621
ensemble_model_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108,6, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.80555556 0.72222222 0.83333333 0.69444444 0.67647059],0.694915254237288,0.576271186440678,0.790540540540541,0.881987577639752,0.797752808988764,0.893258426966292,0.666666666666667,0.6,0.696551724137931,0.545454545454545,0.454545454545455,0.592657342657343,0.77037037037037,0.68421052631579,0.793494152046784
ensemble_model_v2_N32_B84_E116_nb_zones_4_mscn_svd,32,84,116, zones, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.79166667 0.81818182 0.77272727 0.86363636 0.77272727],0.621621621621622,0.675675675675676,0.854838709677419,0.990990990990991,0.982142857142857,0.991071428571429,0.72,0.642857142857143,0.599206349206349,0.625,0.555555555555556,0.672514619883041,0.860103626943005,0.813725490196078,0.859243697478991
ensemble_model_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.83333333 0.79166667 0.77083333 0.66666667 0.6875    ],0.6125,0.575,0.79,0.917748917748918,0.883333333333333,0.920833333333333,0.635294117647059,0.627906976744186,0.61125078566939,0.585365853658537,0.615384615384615,0.575984990619137,0.78894472361809,0.777227722772277,0.79012901290129
svm_model_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32,8, lab, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.96875    0.93243243 0.93693694 0.93243243 0.93243243],0.540540540540541,0.540540540540541,0.801835853131749,0.975784753363229,0.97841726618705,0.975719424460432,0.55026455026455,0.553191489361702,0.540332008417115,0.575,0.575,0.5375,0.806127839408346,0.808262711864407,0.801708448443216
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.94583333 0.92083333 0.95       0.90416667 0.94166667],0.875,0.8475,0.9245,0.967741935483871,1,0.966666666666667,0.876237623762376,0.967213114754098,0.882224068897786,0.865342163355408,0.942307692307692,0.843549679487179,0.927992370052456,0.981836528758829,0.9250114259255
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32,8, low_bits_5, svdn,1140,380,380,0.6,0.2,0.2, [0.99122807 0.96052632 0.96052632 0.95614035 0.98245614],0.602631578947368,0.547368421052632,0.826842105263158,0.994718309859155,0.991228070175439,0.994736842105263,0.634382566585956,0.671794871794872,0.600762300762301,0.549738219895288,0.561497326203209,0.547588041339946,0.829621957534956,0.841386554621849,0.82681142077084
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26,8, low_bits_5, svdn,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.98175182 0.98540146 0.98175182 0.97080292 0.97445255],0.557017543859649,0.548245614035088,0.819894829097283,0.99781181619256,0.998540145985401,0.997810218978102,0.617424242424242,0.724444444444444,0.559191919191919,0.60536398467433,0.689956331877729,0.547621337745032,0.830235439900867,0.882352941176471,0.820004117132417
ensemble_model_v2_N26_B87_E113_nb_zones_4_mscn_svdne,26,87,113, zones, mscn, svdne,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.75       0.75       0.67857143 0.75       0.64285714],0.5,0.695652173913043,0.823275862068966,0.971014492753623,0.957142857142857,0.971428571428572,0.530612244897959,0.65,0.517307692307692,0.75,0.875,0.6875,0.831275720164609,0.885964912280702,0.824338388343741
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40,8, low_bits_5, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.97983871 0.99596774 0.99596774 1.         0.99593496],0.536407766990291,0.601941747572815,0.827837051406402,1,1,1,0.671256454388985,0.994897959183674,0.557634164777022,0.724832214765101,0.990825688073394,0.577887070840821,0.853002070393375,0.997095837366893,0.827508074174214
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26,8, low_bits_6, svdn,1128,376,376,0.6,0.2,0.2, [0.98672566 0.99115044 0.98672566 0.98672566 0.99107143],0.566489361702128,0.571808510638298,0.827127659574468,0.99911426040744,1,0.999113475177305,0.616470588235294,0.731843575418994,0.574043615120665,0.619385342789598,0.735955056179775,0.5800987402111,0.835609509357612,0.896851248642779,0.828509044550795
ensemble_model_v2_N16_B92_E108_nb_zones_6_mscn_svdne,16,92,108, zones, mscn, svdne,162,54,54,0.6,0.2,0.2, [0.52941176 0.65625    0.6875     0.65625    0.71875   ],0.685185185185185,0.740740740740741,0.82962962962963,0.901960784313726,0.851851851851852,0.907407407407407,0.738461538461539,0.685714285714286,0.684962406015038,0.72,0.692307692307692,0.739010989010989,0.828358208955224,0.78169014084507,0.832251320422535
svm_model_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.75       0.75       0.6875     0.70833333 0.77083333],0.6125,0.65,0.715,0.771784232365145,0.775,0.770833333333333,0.680412371134021,0.785714285714286,0.603383458646616,0.681818181818182,0.810810810810811,0.661219358893778,0.732394366197183,0.78391959798995,0.715342883572089
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40,8, low_bits_2, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.87394958 0.88235294 0.88983051 0.86864407 0.84745763],0.860406091370558,0.796954314720812,0.867139959432049,0.902382782475019,0.991554054054054,0.892736486486486,0.871194379391101,0.958762886597938,0.861881443298969,0.818181818181818,0.913705583756345,0.796954314720812,0.879151291512915,0.969481180061038,0.867450397917273
ensemble_model_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70,12, mscn, svdne,336,112,112,0.6,0.2,0.2, [0.75       0.82352941 0.66176471 0.74242424 0.86363636],0.692307692307692,0.661538461538462,0.905579399141631,0.994011976047904,0.988095238095238,0.994047619047619,0.696969696969697,0.821428571428571,0.708011583011583,0.717948717948718,0.756756756756757,0.646235521235521,0.907949790794979,0.931330472103004,0.905579399141631
ensemble_model_v2_N4_B98_E102_nb_zones_8_mscn_svdne,4,98,102, zones, mscn, svdne,222,74,74,0.6,0.2,0.2, [0.54347826 0.70454545 0.84090909 0.63636364 0.68181818],0.594594594594595,0.581081081081081,0.781081081081081,0.905660377358491,0.864864864864865,0.90990990990991,0.625,0.568181818181818,0.600757575757576,0.507936507936508,0.470588235294118,0.572794117647059,0.771830985915493,0.724867724867725,0.782323365196293
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [1.         1.         0.99586777 1.         1.        ],0.613861386138614,0.621287128712871,0.847181008902077,1,1,1,0.702290076335878,0.910891089108911,0.613861386138614,0.705202312138728,0.892682926829268,0.617195734771418,0.863092600797519,0.960552268244576,0.846843594439748
svm_model_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.66666667 0.67857143 0.60714286 0.75       0.78571429],0.553191489361702,0.680851063829787,0.694915254237288,0.735294117647059,0.704225352112676,0.746478873239437,0.487804878048781,0.434782608695652,0.550724637681159,0.705882352941176,0.666666666666667,0.683333333333333,0.684210526315789,0.644628099173554,0.696227093065038
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32,8, low_bits_4, svdn,1224,408,408,0.6,0.2,0.2, [0.95121951 0.98780488 0.96721311 0.97540984 0.9795082 ],0.720588235294118,0.740196078431373,0.891666666666667,0.999183673469388,1,0.999183006535948,0.737327188940092,0.758293838862559,0.719248442273919,0.741463414634146,0.804232804232804,0.74458215554106,0.89318511358144,0.91304347826087,0.891833023177127
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.97122302 0.98550725 0.98913043 0.96376812 0.98550725],0.795652173913043,0.791304347826087,0.914422241529105,0.994916485112564,0.991316931982634,0.994934876989869,0.790178571428571,0.766233766233766,0.795780638575399,0.788546255506608,0.795555555555556,0.791394799054374,0.913558578323826,0.907585004359198,0.91439856278566
svm_model_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108,8, mscn, svd,270,90,90,0.6,0.2,0.2, [0.64814815 0.77777778 0.61111111 0.68518519 0.75925926],0.688888888888889,0.622222222222222,0.684444444444444,0.636363636363636,0.518518518518518,0.703703703703704,0.702127659574468,0.785714285714286,0.694940476190476,0.653061224489796,0.695652173913043,0.620553359683794,0.655339805825243,0.605381165919282,0.683747851682108
ensemble_model_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104,8, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.6875     0.6875     0.625      0.64583333 0.67391304],0.658227848101266,0.708860759493671,0.820707070707071,0.905829596412556,0.848739495798319,0.911764705882353,0.689655172413793,0.681818181818182,0.655194805194805,0.708860759493671,0.756756756756757,0.711711711711712,0.817480719794344,0.795,0.820969387755102
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svd,8,0,8,10, low_bits_4_shifted_2, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.99655172 0.98965517 0.99310345 0.99655172 0.99310345],0.473002159827214,0.526997840172786,0.80513468013468,1,1,1,0.642228739002933,1,0.5,0.69024045261669,1,0.5,0.836914406481155,1,0.80513468013468
svm_model_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102,10, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.71666667 0.72413793 0.77586207 0.70689655 0.62068966],0.597701149425287,0.551724137931034,0.706008583690987,0.783505154639175,0.780821917808219,0.784246575342466,0.653465346534653,0.6875,0.587339743589744,0.561797752808989,0.641025641025641,0.560096153846154,0.715176715176715,0.738197424892704,0.706008583690987
ensemble_model_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.78947368 0.75       0.69444444 0.55555556 0.80555556],0.65,0.616666666666667,0.801324503311258,0.912087912087912,0.912087912087912,0.912087912087912,0.686567164179104,0.741935483870968,0.646829810901001,0.646153846153846,0.777777777777778,0.631313131313131,0.808917197452229,0.852348993288591,0.801991490108347
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4,10, low_bits_4, svd,1598,532,532,0.600300525920361,0.19984973703982,0.19984973703982, [0.996875   1.         1.         1.         0.99685535],0.560411311053985,0.570694087403599,0.857323232323232,0.999373825923607,0.99874843554443,0.999374217772215,0.671785028790787,0.925925925925926,0.570462962962963,0.690166975881261,0.93,0.560238095238095,0.872412495295446,0.975589225589225,0.857323232323232
ensemble_model_N4_B0_E4_nb_zones_10_lab_svd,4,0,4,10, lab, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [1. 1. 1. 1. 1.],0.497727272727273,0.502272727272727,0.814814814814815,1,1,1,0.66464339908953,1,0.5,0.668683812405446,1,0.5,0.84375,1,0.814814814814815
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svd,4,0,4,10, low_bits_4_shifted_2, svd,1380,460,460,0.6,0.2,0.2, [0.99637681 1.         1.         1.         1.        ],0.497826086956522,0.504347826086956,0.800434782608696,1,1,1,0.664731494920174,0.991341991341991,0.495670995670996,0.670520231213873,1,0.5,0.833755885548714,0.998265394622723,0.799917352934727
svm_model_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116,4, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.79166667 0.75       0.72727273 0.72727273 0.72727273],0.552631578947368,0.68421052631579,0.736842105263158,0.792079207920792,0.701754385964912,0.81578947368421,0.604651162790698,0.565217391304348,0.549275362318841,0.666666666666667,0.666666666666667,0.683333333333333,0.722222222222222,0.663265306122449,0.739241348713398
svm_model_N8_B0_E8_nb_zones_10_lab_svd,8,0,8,10, lab, svd,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [1. 1. 1. 1. 1.],0.503464203233256,0.496535796766744,0.817760942760943,1,1,1,0.66973886328725,1,0.5,0.66358024691358,1,0.5,0.845852616589534,1,0.817760942760943
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,1278,426,426,0.6,0.2,0.2, [0.984375   0.98828125 0.984375   0.984375   0.97637795],0.678403755868545,0.683098591549296,0.872300469483568,1,1,1,0.715176715176715,0.8,0.677251184834123,0.712153518123667,0.784037558685446,0.683098591549296,0.877917414721724,0.916588566073102,0.872217142867219
ensemble_model_v2_N40_B30_E70_nb_zones_12_mscn_svdne,40,30,70, zones, mscn, svdne,348,116,116,0.6,0.2,0.2, [0.77142857 0.74285714 0.75714286 0.77142857 0.73529412],0.76271186440678,0.694915254237288,0.924892703862661,0.991304347826087,0.982758620689655,0.991379310344828,0.766666666666667,0.71875,0.766782407407407,0.666666666666667,0.666666666666667,0.692708333333333,0.923747276688453,0.909871244635193,0.924892703862661
ensemble_model_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.77272727 0.72727273 0.68181818 0.81818182],0.73972602739726,0.712328767123288,0.830601092896175,0.900900900900901,0.909090909090909,0.9,0.732394366197183,0.787878787878788,0.743939393939394,0.72,0.710526315789474,0.712406015037594,0.831521739130435,0.845303867403315,0.830760041809766
ensemble_model_v2_N8_B96_E104_nb_zones_8_mscn_svdne,8,96,104, zones, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.6875     0.63043478 0.67391304 0.58695652 0.60869565],0.545454545454545,0.545454545454545,0.738341968911917,0.85972850678733,0.818965517241379,0.866379310344828,0.556962025316456,0.578947368421053,0.545883940620783,0.597701149425287,0.590909090909091,0.537878787878788,0.739018087855297,0.722222222222222,0.738770685579196
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40,8, low_bits_3, svdn,1248,416,416,0.6,0.2,0.2, [0.928      0.94       0.928      0.928      0.92741935],0.713942307692308,0.728365384615385,0.870192307692308,0.9703125,0.995192307692308,0.969551282051282,0.748414376321353,0.850961538461538,0.713942307692308,0.762105263157895,0.866028708133971,0.72770034440515,0.878815080789946,0.940441882804995,0.870124695011737
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8,10, low_bits_3, svd,1648,549,549,0.600145666423889,0.199927166788055,0.199927166788055, [1.         0.98484848 0.99090909 0.97878788 0.99695122],0.870879120879121,0.846153846153846,0.956649831649832,1,1,1,0.872628726287263,0.851851851851852,0.871640211640212,0.846153846153846,0.88,0.847407407407407,0.956740865182696,0.958754208754209,0.956649831649832
ensemble_model_v2_N26_B87_E113_nb_zones_6_mscn_svd,26,87,113, zones, mscn, svd,186,62,62,0.6,0.2,0.2, [0.84210526 0.81578947 0.71052632 0.77777778 0.75      ],0.612903225806452,0.5,0.787096774193548,0.939890710382513,0.924731182795699,0.940860215053764,0.666666666666667,0.75,0.608333333333333,0.617283950617284,0.757575757575758,0.482236154649948,0.803571428571429,0.854430379746835,0.785767821452365
svm_model_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26,8, low_bits_3, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.97747748 0.98198198 0.98648649 0.99099099 0.97272727],0.718157181571816,0.704607046070461,0.88136511375948,0.994594594594595,0.996389891696751,0.994584837545126,0.748792270531401,0.851648351648352,0.719941822882999,0.752834467120181,0.838383838383838,0.69404572036151,0.888549618320611,0.934689507494647,0.880721946729779
ensemble_model_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102,10, mscn, svd,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.7        0.76666667 0.71666667 0.68333333 0.70689655],0.630952380952381,0.702380952380952,0.817596566523605,0.895306859205776,0.832214765100671,0.902684563758389,0.626506024096386,0.553191489361702,0.641460609545716,0.666666666666667,0.675675675675676,0.699539965497412,0.804597701149425,0.751072961373391,0.817596566523605
ensemble_model_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116,4, mscn, svdne,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.85 0.8  0.85 0.8  0.8 ],0.666666666666667,0.606060606060606,0.837349397590361,0.96969696969697,0.96,0.97,0.645161290322581,0.714285714285714,0.672932330827068,0.682926829268293,0.7,0.580769230769231,0.842105263157895,0.857142857142857,0.837108013937282
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8,10, low_bits_5, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [1. 1. 1. 1. 1.],0.480349344978166,0.519650655021834,0.807239057239057,1,1,1,0.648967551622419,1,0.5,0.683908045977011,1,0.5,0.838390966831334,1,0.807239057239057
svm_model_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120,4, mscn, svd,126,42,42,0.6,0.2,0.2, [0.76923077 0.84615385 0.69230769 0.66666667 0.54166667],0.80952380952381,0.642857142857143,0.780952380952381,0.816,0.80952380952381,0.817460317460317,0.84,0.875,0.798611111111111,0.666666666666667,0.75,0.647727272727273,0.790909090909091,0.813084112149533,0.780328463841757
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdn,26,0,26,8, low_bits_4_shifted_2, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.98373984 0.98360656 0.98770492 0.98360656 0.97540984],0.562653562653563,0.538083538083538,0.820235756385069,1,1,1,0.559405940594059,0.559405940594059,0.562629799565322,0.536945812807882,0.567708333333333,0.539668120155039,0.81988188976378,0.828855721393035,0.820344446535509
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdne,16,0,16,8, low_bits_4_shifted_2, svdne,1152,384,384,0.6,0.2,0.2, [0.98275862 0.99130435 1.         1.         1.        ],0.653645833333333,0.6015625,0.851041666666667,1,1,1,0.69284064665127,0.75,0.64945652173913,0.641686182669789,0.685,0.597934782608696,0.857852882703777,0.88422131147541,0.850479299805502
ensemble_model_v2_N16_B92_E108_nb_zones_8_mscn_svd,16,92,108, zones, mscn, svd,234,78,78,0.6,0.2,0.2, [0.66666667 0.6875     0.76086957 0.67391304 0.7173913 ],0.666666666666667,0.58974358974359,0.8,0.910714285714286,0.871794871794872,0.914529914529915,0.666666666666667,0.702702702702703,0.668424522083059,0.619047619047619,0.702702702702703,0.595253790375742,0.797927461139896,0.806282722513089,0.80012628587966
svm_model_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.72413793 0.74137931 0.63793103 0.63793103 0.68965517],0.681818181818182,0.636363636363636,0.742489270386266,0.774436090225564,0.710344827586207,0.793103448275862,0.681818181818182,0.714285714285714,0.683229813664596,0.644444444444444,0.630434782608696,0.636645962732919,0.72972972972973,0.695278969957082,0.742489270386266
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.92763158 0.92105263 0.9205298  0.93708609 0.90728477],0.863109048723898,0.85614849187935,0.929713804713805,0.970437017994859,0.997357992073976,0.969616908850727,0.859857482185273,0.861904761904762,0.86307907778496,0.85972850678733,0.85972850678733,0.856054729584141,0.930963207937164,0.947811447811448,0.929713804713805
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16,8, low_bits_6, svdne,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.99553571 1.         0.9954955  0.9954955  1.        ],0.62533692722372,0.555256064690027,0.836206896551724,1,1,1,0.610644257703081,0.595628415300546,0.624941867224741,0.550408719346049,0.517948717948718,0.557269813519814,0.834602829162133,0.820320855614973,0.836327637362318
ensemble_model_v2_N32_B84_E116_nb_zones_4_mscn_svdne,32,84,116, zones, mscn, svdne,132,44,44,0.6,0.2,0.2, [0.60714286 0.73076923 0.76923077 0.76923077 0.57692308],0.659090909090909,0.75,0.863636363636364,0.96875,0.939393939393939,0.96969696969697,0.727272727272727,0.769230769230769,0.634615384615385,0.784313725490196,0.740740740740741,0.752723311546841,0.871794871794872,0.857142857142857,0.864214992927864
ensemble_model_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120,4, mscn, svd,114,38,38,0.6,0.2,0.2, [0.79166667 0.875      0.77272727 0.68181818 0.72727273],0.763157894736842,0.631578947368421,0.873684210526316,0.991304347826087,1,0.991228070175439,0.8,0.857142857142857,0.752100840336134,0.72,0.818181818181818,0.596590909090909,0.885714285714286,0.93,0.870555555555555
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [1.         0.99186992 1.         0.99593496 0.99180328],0.740831295843521,0.78239608801956,0.904692082111437,1,1,1,0.725388601036269,0.663507109004739,0.743369716118531,0.763925729442971,0.702439024390244,0.78259206121473,0.902059266700151,0.871844660194175,0.904918393089213
ensemble_model_v2_N4_B98_E102_nb_zones_10_mscn_svd,4,98,102, zones, mscn, svd,310,103,103,0.60077519379845,0.199612403100775,0.199612403100775, [0.66129032 0.62903226 0.56451613 0.75806452 0.61290323],0.628205128205128,0.58974358974359,0.809012875536481,0.906666666666667,0.87741935483871,0.909677419354839,0.674157303370787,0.731707317073171,0.622610415293342,0.619047619047619,0.702702702702703,0.595253790375742,0.81183932346723,0.824034334763948,0.809012875536481
ensemble_model_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16,8, low_bits_5, svdne,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [1. 1. 1. 1. 1.],0.650666666666667,0.669333333333333,0.864072494669509,1,1,1,0.635097493036212,0.619565217391304,0.650096744821307,0.655555555555556,0.674285714285714,0.669642857142857,0.861788617886179,0.862255965292842,0.864042028768014
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svd,40,0,40, zones, low_bits_4_shifted_2, svd,1134,378,378,0.6,0.2,0.2, [1.         0.99561404 0.99557522 1.         0.98672566],0.611111111111111,0.621693121693122,0.846560846560847,1,1,1,0.698151950718686,0.885416666666667,0.606686827956989,0.698947368421053,0.860103626943005,0.616538299957989,0.861641221374046,0.948529411764706,0.845799887119027
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svd,40,0,40, zones, lab, svd,1278,426,426,0.6,0.2,0.2, [1.         1.         1.         0.9921875  0.99606299],0.60093896713615,0.657276995305164,0.851643192488263,1,1,1,0.673076923076923,0.837320574162679,0.605296231781801,0.737410071942446,0.887445887445887,0.636030636030636,0.865760407816483,0.944392956441149,0.850407705623048
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,1176,392,392,0.6,0.2,0.2, [0.96610169 0.97033898 0.99152542 0.95299145 0.95299145],0.762755102040816,0.793367346938776,0.908163265306122,0.994915254237288,0.998299319727891,0.994897959183674,0.799136069114471,0.902439024390244,0.756032346419721,0.810304449648712,0.920212765957447,0.79834167709637,0.91304347826087,0.963302752293578,0.908106943051794
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.92436975 0.92857143 0.94491525 0.93220339 0.89830508],0.766497461928934,0.812182741116751,0.893002028397566,0.963144963144963,0.993243243243243,0.961993243243243,0.795555555555556,0.890547263681592,0.763926481581729,0.825471698113208,0.911458333333333,0.814640057755776,0.899284009546539,0.956345177664975,0.893066205853764
ensemble_model_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104,10, mscn, svd,284,94,94,0.601694915254237,0.199152542372881,0.199152542372881, [0.84482759 0.67241379 0.78571429 0.64285714 0.64285714],0.648351648351648,0.714285714285714,0.804721030042919,0.876404494382022,0.823943661971831,0.883802816901408,0.619047619047619,0.577777777777778,0.647584541062802,0.675,0.58695652173913,0.715700483091787,0.788863109048724,0.729613733905579,0.804721030042919
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4,10, low_bits_5, svd,1524,508,508,0.6,0.2,0.2, [1.         1.         1.         1.         0.99671053],0.469483568075117,0.511737089201878,0.817340067340067,1,1,1,0.638977635782748,0.99009900990099,0.495049504950495,0.677018633540373,0.973214285714286,0.486607142857143,0.844667143879742,0.993265993265993,0.817340067340067
svm_model_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116,6, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.76470588 0.47058824 0.70588235 0.67647059 0.79411765],0.553571428571429,0.642857142857143,0.812056737588653,0.951219512195122,0.917647058823529,0.952941176470588,0.603174603174603,0.678571428571429,0.553571428571429,0.705882352941176,0.774193548387097,0.627096774193548,0.820338983050847,0.840277777777778,0.811443236714976
ensemble_model_v2_N40_B80_E120_nb_zones_4_mscn_svd,40,80,120, zones, mscn, svd,132,44,44,0.6,0.2,0.2, [0.75       0.65384615 0.73076923 0.76923077 0.69230769],0.704545454545455,0.659090909090909,0.840909090909091,0.94488188976378,0.909090909090909,0.946969696969697,0.648648648648649,0.705882352941176,0.70479302832244,0.615384615384615,0.521739130434783,0.665631469979296,0.827586206896552,0.792452830188679,0.83920887123469
svm_model_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113,6, mscn, svdne,174,58,58,0.6,0.2,0.2, [0.75       0.66666667 0.64705882 0.82352941 0.76470588],0.655172413793103,0.775862068965517,0.731034482758621,0.666666666666667,0.517241379310345,0.741379310344828,0.523809523809524,0.366666666666667,0.66547619047619,0.73469387755102,0.620689655172414,0.775862068965517,0.654867256637168,0.506849315068493,0.732591324200913
svm_model_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26,8, low_bits_2, svdne,1158,386,386,0.6,0.2,0.2, [0.92672414 0.91810345 0.92672414 0.93965517 0.93043478],0.764248704663213,0.756476683937824,0.874093264248705,0.951666666666667,0.986183074265976,0.949913644214162,0.788863109048724,0.913978494623656,0.769489247311828,0.784403669724771,0.872448979591837,0.754645542427497,0.88243831640058,0.94901144640999,0.874402524030588
ensemble_model_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16,8, lab, svdne,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [1.         0.99545455 1.         1.         1.        ],0.55858310626703,0.596730245231608,0.831154684095861,1,1,1,0.578125,0.569230769230769,0.557871198568873,0.618556701030928,0.634920634920635,0.595550205100767,0.834578441835646,0.836363636363636,0.831056401977601
ensemble_model_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116,6, mscn, svd,162,54,54,0.6,0.2,0.2, [0.70588235 0.71875    0.78125    0.75       0.8125    ],0.722222222222222,0.62962962962963,0.840740740740741,0.95,0.938271604938272,0.950617283950617,0.754098360655738,0.821428571428571,0.718406593406593,0.666666666666667,0.714285714285714,0.626373626373626,0.846975088967972,0.868613138686131,0.840321606937051
ensemble_model_v2_N8_B96_E104_nb_zones_10_mscn_svd,8,96,104, zones, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.62903226 0.66666667 0.61666667 0.76666667 0.65      ],0.695121951219512,0.682926829268293,0.836909871244635,0.915254237288135,0.894039735099338,0.917218543046358,0.657534246575343,0.666666666666667,0.692028985507246,0.723404255319149,0.739130434782609,0.67512077294686,0.835497835497835,0.828326180257511,0.836909871244635
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8,10, low_bits_4, svd,1416,472,472,0.6,0.2,0.2, [0.99647887 0.99647887 0.99647887 0.9964539  0.9929078 ],0.641949152542373,0.627118644067797,0.853813559322034,1,1,1,0.732171156893819,0.970588235294117,0.639140271493213,0.718849840255591,0.949367088607595,0.625747374091032,0.870931537598204,0.983939137785292,0.85348188834889
svm_model_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.76       0.75       0.72916667 0.75       0.8125    ],0.65,0.7,0.756218905472637,0.788990825688073,0.710743801652893,0.809917355371901,0.688888888888889,0.75609756097561,0.647279549718574,0.714285714285714,0.75,0.7,0.75,0.727722772277228,0.756361386138614
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32,8, low_bits_6, svdn,1242,414,414,0.6,0.2,0.2, [0.984      0.99596774 0.98387097 0.99193548 0.97177419],0.533816425120773,0.584541062801932,0.822705314009662,0.998392282958199,1,0.998389694041868,0.496083550913838,0.477386934673367,0.531716723150637,0.561224489795918,0.536585365853659,0.58408215661104,0.818226844972759,0.805853658536585,0.822544054148676
ensemble_model_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113,6, mscn, svdne,162,54,54,0.6,0.2,0.2, [0.67647059 0.84375    0.6875     0.78125    0.71875   ],0.62962962962963,0.648148148148148,0.837037037037037,0.968553459119497,0.950617283950617,0.969135802469136,0.666666666666667,0.689655172413793,0.624827586206897,0.536585365853659,0.5,0.625,0.830769230769231,0.818181818181818,0.836627140974967
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40,8, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.97058824 0.99159664 0.99579832 0.97478992 0.97478992],0.702020202020202,0.714646464646465,0.883451059535822,1,1,1,0.698979591836735,0.691919191919192,0.702020202020202,0.712468193384224,0.666666666666667,0.717741935483871,0.883037974683544,0.869391824526421,0.883623389280575
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdn,32,0,32,8, low_bits_4_shifted_2, svdn,1176,392,392,0.6,0.2,0.2, [0.97033898 0.97881356 0.99576271 0.97863248 0.97435897],0.502551020408163,0.494897959183674,0.797959183673469,0.997451146983857,0.998299319727891,0.997448979591836,0.589473684210526,0.714285714285714,0.502551020408163,0.585774058577406,0.732984293193717,0.500820504805814,0.814084507042253,0.889230769230769,0.798422491214369
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4,10, low_bits_6, svd,1580,526,526,0.600303951367781,0.199848024316109,0.199848024316109, [1.         1.         0.99367089 1.         1.        ],0.50251256281407,0.492462311557789,0.831649831649832,1,1,1,0.668896321070234,1,0.5,0.65993265993266,0.98989898989899,0.494949494949495,0.855699855699856,0.998316498316498,0.831649831649832
ensemble_model_v2_N32_B84_E116_nb_zones_6_mscn_svd,32,84,116, zones, mscn, svd,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.61764706 0.76470588 0.70588235 0.8125     0.75      ],0.618181818181818,0.745454545454545,0.833333333333333,0.929936305732484,0.879518072289157,0.933734939759036,0.631578947368421,0.692307692307692,0.622015915119363,0.740740740740741,0.714285714285714,0.746031746031746,0.828358208955224,0.81021897810219,0.833167043007929
svm_model_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.77586207 0.70689655 0.67241379 0.79310345 0.63793103],0.556818181818182,0.659090909090909,0.695278969957082,0.713725490196078,0.627586206896552,0.748275862068965,0.434782608695652,0.326086956521739,0.567805383022774,0.583333333333333,0.5,0.652173913043478,0.641414141414141,0.545064377682403,0.695278969957082
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8,10, low_bits_6, svd,1500,500,500,0.6,0.2,0.2, [0.99666667 1.         0.99333333 0.97666667 0.98333333],0.490867579908676,0.509132420091324,0.815656565656566,1,1,1,0.658499234303216,1,0.5,0.674735249621785,1,0.5,0.844349680170576,1,0.815656565656566
ensemble_model_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108,8, mscn, svdne,258,86,86,0.6,0.2,0.2, [0.59615385 0.80769231 0.76923077 0.69230769 0.76      ],0.581395348837209,0.5,0.767441860465116,0.91566265060241,0.883720930232558,0.918604651162791,0.63265306122449,0.688888888888889,0.576151761517615,0.59047619047619,0.775,0.517934782608696,0.778761061946903,0.822429906542056,0.76769643475251
ensemble_model_v2_N26_B87_E113_nb_zones_6_mscn_svdne,26,87,113, zones, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.77777778 0.72222222 0.80555556 0.80555556 0.76470588],0.627118644067797,0.610169491525424,0.814189189189189,0.941176470588235,0.898876404494382,0.943820224719101,0.620689655172414,0.545454545454545,0.638111888111888,0.596491228070175,0.586206896551724,0.609770114942529,0.807017543859649,0.76158940397351,0.815277460607445
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svdn,26,0,26, zones, lab, svdn,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.99596774 1.         0.99593496 1.         0.99593496],0.58780487804878,0.575609756097561,0.832846003898636,1,1,1,0.536986301369863,0.502564102564103,0.583840190816935,0.527173913043478,0.455399061032864,0.580491408689021,0.825445292620865,0.7919921875,0.832766521765564
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,1164,388,388,0.6,0.2,0.2, [0.98290598 0.99145299 0.99137931 0.99137931 0.98275862],0.528350515463918,0.572164948453608,0.820103092783505,1,1,1,0.548148148148148,0.563451776649746,0.527799186754192,0.585,0.615789473684211,0.57304625199362,0.822752666328085,0.835913312693498,0.820119375193299
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4,10, low_bits_3, svdn,1360,453,453,0.60017652250662,0.19991173874669,0.19991173874669, [0.70220588 0.66544118 0.66544118 0.72058824 0.70588235],0.653421633554084,0.596026490066225,0.671668137687555,0.684375,0.644117647058824,0.702941176470588,0.604534005037783,0.558139534883721,0.648817666601524,0.596026490066225,0.572033898305085,0.597076856986644,0.650704225352113,0.612732095490716,0.671564285630821
svm_model_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.80769231 0.80769231 0.79166667 0.66666667 0.70833333],0.804878048780488,0.853658536585366,0.796116504854369,0.735849056603773,0.629032258064516,0.774193548387097,0.714285714285714,0.588235294117647,0.77328431372549,0.85,0.85,0.853571428571429,0.758620689655172,0.666666666666667,0.791277258566978
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16,10, low_bits_3, svd,1594,531,531,0.600150602409639,0.199924698795181,0.199924698795181, [0.98125    0.996875   0.99056604 0.99371069 0.99371069],0.565217391304348,0.501278772378517,0.846380471380471,1,1,1,0.704861111111111,0.985436893203884,0.54136709525059,0.649910233393178,0.978378378378378,0.52559695617948,0.866153281994866,0.994107744107744,0.846380471380471
ensemble_model_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102,10, mscn, svdne,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.58333333 0.71666667 0.6        0.63333333 0.67241379],0.666666666666667,0.642857142857143,0.768240343347639,0.823943661971831,0.785234899328859,0.832214765100671,0.6,0.525,0.660227272727273,0.594594594594595,0.5,0.65,0.747663551401869,0.686695278969957,0.768240343347639
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.99576271 1.         0.9957265  0.97863248 0.98717949],0.556410256410256,0.615384615384615,0.83452868852459,1,1,1,0.653306613226453,0.806930693069307,0.547082367811249,0.693877551020408,0.862944162436548,0.612819231477342,0.850532161036557,0.932994923857868,0.83361224993307
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.94904459 0.94230769 0.96794872 0.94230769 0.95512821],0.828009828009828,0.820638820638821,0.921717171717172,0.973175296319401,0.998719590268886,0.97247119078105,0.837209302325581,0.865384615384615,0.827164669501353,0.824940047961631,0.864321608040201,0.821583880943178,0.924081632653061,0.952861952861953,0.921717171717172
ensemble_model_v2_N16_B92_E108_nb_zones_8_mscn_svdne,16,92,108, zones, mscn, svdne,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.70454545 0.65909091 0.75       0.84090909 0.76190476],0.513888888888889,0.680555555555556,0.798342541436464,0.931506849315068,0.935779816513762,0.931192660550459,0.588235294117647,0.657894736842105,0.505417956656347,0.708860759493671,0.8,0.683783783783784,0.809399477806788,0.851648351648352,0.798046398046398
svm_model_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113,8, mscn, svd,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.82   0.78   0.75   0.75   0.8125],0.753086419753086,0.654320987654321,0.849753694581281,0.944206008583691,0.901639344262295,0.94672131147541,0.705882352941176,0.631578947368421,0.746022031823745,0.688888888888889,0.75609756097561,0.653048780487805,0.843989769820972,0.82089552238806,0.849472151437932
svm_model_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104,10, mscn, svdne,300,100,100,0.6,0.2,0.2, [0.71666667 0.71666667 0.65       0.75       0.76666667],0.63855421686747,0.602409638554217,0.699570815450644,0.672340425531915,0.526666666666667,0.743333333333333,0.558823529411765,0.5,0.627777777777778,0.592592592592593,0.533333333333333,0.608771929824561,0.635416666666667,0.523605150214592,0.699570815450644
ensemble_model_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.81818182 0.63636364 0.86363636 0.77272727 0.77272727],0.777777777777778,0.583333333333333,0.835164835164835,0.932038834951456,0.872727272727273,0.936363636363636,0.8,0.941176470588235,0.786377708978328,0.594594594594595,0.6875,0.59375,0.833333333333333,0.852272727272727,0.83571083172147
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26,8, low_bits_4, svdne,1170,390,390,0.6,0.2,0.2, [1.         1.         0.99145299 0.99145299 1.        ],0.702564102564102,0.669230769230769,0.874358974358974,1,1,1,0.686486486486486,0.664921465968586,0.701807466652635,0.661417322834646,0.617647058823529,0.671726755218216,0.872462259239979,0.855102040816326,0.874458236903009
ensemble_model_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32,8, lab, svdn,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.99180328 0.98360656 0.95901639 0.97131148 1.        ],0.536945812807882,0.544334975369458,0.815944881889764,0.999179655455291,0.998360655737705,0.999180327868852,0.628458498023715,0.787128712871287,0.538172199572899,0.616977225672878,0.733990147783251,0.544334975369458,0.830615942028986,0.903448275862069,0.816030922591801
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40,8, low_bits_3, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.92173913 0.94782609 0.94782609 0.95652174 0.94782609],0.759791122715405,0.746736292428198,0.878914405010438,0.9639564124057,1,0.962608695652174,0.79372197309417,0.876237623762376,0.753035938953011,0.765133171912833,0.827225130890052,0.74694589877836,0.886939571150097,0.940082644628099,0.878269170415315
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,1476,492,492,0.6,0.2,0.2, [1.         0.99324324 0.99662162 0.99319728 0.99319728],0.624444444444444,0.635555555555556,0.859848484848485,1,1,1,0.647181628392484,0.676855895196507,0.623495820901421,0.668016194331984,0.746606334841629,0.637495307158806,0.864026133115557,0.890572390572391,0.859848484848485
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16,10, low_bits_2, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.92905405 0.94256757 0.93243243 0.96621622 0.96598639],0.683741648106904,0.732739420935412,0.878787878787879,0.982620320855615,0.994587280108254,0.982408660351827,0.618279569892473,0.504385964912281,0.686582122727634,0.679144385026738,0.574660633484163,0.730312772882432,0.871543264942016,0.822390572390572,0.878787878787879
ensemble_model_v2_N4_B98_E102_nb_zones_10_mscn_svdne,4,98,102, zones, mscn, svdne,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.56451613 0.56451613 0.7        0.55       0.6       ],0.54320987654321,0.703703703703704,0.813304721030043,0.909722222222222,0.861842105263158,0.914473684210526,0.574712643678161,0.641025641025641,0.546703296703297,0.707317073170732,0.69047619047619,0.704212454212454,0.809628008752735,0.793991416309013,0.813304721030043
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,1218,406,406,0.6,0.2,0.2, [0.99180328 0.98770492 0.99590164 1.         0.97107438],0.645320197044335,0.652709359605911,0.859605911330049,1,1,1,0.655502392344498,0.67487684729064,0.645320197044335,0.669789227166276,0.737113402061856,0.656292550087532,0.861851672321861,0.883697813121272,0.859817656560636
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26,8, low_bits_3, svdne,1242,414,414,0.6,0.2,0.2, [0.996      1.         1.         0.99596774 1.        ],0.785024154589372,0.782608695652174,0.913526570048309,1,1,1,0.809421841541756,0.926470588235294,0.787044817927171,0.811715481171548,0.906542056074766,0.778271028037383,0.918152720621856,0.966313763233879,0.913321770074747
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svd,4,0,4, zones, low_bits_4_shifted_2, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [1.         1.         0.99659864 1.         1.        ],0.491150442477876,0.480088495575221,0.804292929292929,1,1,1,0.624183006535948,0.86036036036036,0.497571484528006,0.624,0.847826086956522,0.47346259302781,0.828349944629014,0.944444444444444,0.804292929292929
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svd,4,0,4, zones, lab, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [1. 1. 1. 1. 1.],0.590200445434298,0.594654788418708,0.845959595959596,1,1,1,0.693333333333333,0.900432900432901,0.580950395170579,0.682926829268293,0.89908256880734,0.603220938083323,0.861990950226244,0.962121212121212,0.845959595959596
svm_model_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108,10, mscn, svd,300,100,100,0.6,0.2,0.2, [0.78333333 0.66666667 0.68333333 0.71666667 0.63333333],0.650602409638554,0.63855421686747,0.744635193133047,0.776119402985075,0.693333333333333,0.8,0.632911392405063,0.625,0.649709302325581,0.545454545454545,0.418604651162791,0.646802325581395,0.711864406779661,0.630901287553648,0.744635193133047
ensemble_model_v2_N40_B80_E120_nb_zones_4_mscn_svdne,40,80,120, zones, mscn, svdne,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.79166667 0.70833333 0.66666667 0.75       0.72727273],0.487179487179487,0.717948717948718,0.811224489795918,0.947368421052632,0.915254237288135,0.949152542372881,0.545454545454545,0.6,0.48421052631579,0.717948717948718,0.777777777777778,0.722222222222222,0.812182741116751,0.824742268041237,0.811361033010517
ensemble_model_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113,8, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.8125     0.79166667 0.75       0.77083333 0.63043478],0.632911392405063,0.620253164556962,0.828282828282828,0.96137339055794,0.941176470588235,0.96218487394958,0.623376623376623,0.6,0.633333333333333,0.605263157894737,0.547619047619048,0.625160875160875,0.823834196891191,0.791044776119403,0.828855721393035
svm_model_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116,6, mscn, svdne,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.68421053 0.69444444 0.77777778 0.72222222 0.77777778],0.833333333333333,0.616666666666667,0.735099337748344,0.651851851851852,0.483516483516483,0.741758241758242,0.8,0.769230769230769,0.82579185520362,0.596491228070175,0.53125,0.622767857142857,0.669421487603306,0.543624161073825,0.732596394262403
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svd,8,0,8,10, low_bits_4_shifted_2, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [1.         0.99319728 1.         1.         1.        ],0.475663716814159,0.524336283185841,0.80976430976431,1,1,1,0.644677661169415,1,0.5,0.687953555878084,1,0.5,0.84016973125884,1,0.80976430976431
ensemble_model_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104,10, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.60714286 0.62962963 0.77777778 0.72222222 0.62962963],0.6,0.688888888888889,0.800884955752212,0.896,0.823529411764706,0.904411764705882,0.581395348837209,0.543478260869565,0.601284584980237,0.666666666666667,0.595744680851064,0.693221177634834,0.785714285714286,0.720524017467249,0.801966044608064
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32,8, low_bits_5, svdn,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.98828125 0.98828125 0.98425197 0.98425197 0.99606299],0.587264150943396,0.575471698113208,0.832704995287465,1,1,1,0.625267665952891,0.685446009389671,0.586798834078722,0.601769911504425,0.663414634146341,0.578282659538924,0.83812129502964,0.871090047393365,0.832920843752915
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40,8, low_bits_2, svdn,1332,444,444,0.6,0.2,0.2, [0.89552239 0.86090226 0.90601504 0.91729323 0.88345865],0.891891891891892,0.867117117117117,0.906306306306306,0.929321203638908,0.996996996996997,0.924174174174174,0.891891891891892,0.916666666666667,0.892543859649123,0.872017353579176,0.897321428571429,0.866842532467533,0.910882604970009,0.961121157323689,0.906503128033478
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [1.         0.99568966 1.         1.         1.        ],0.620779220779221,0.519480519480519,0.828141225337487,1,1,1,0.681222707423581,0.75,0.609463276836158,0.558472553699284,0.646408839779006,0.526635792438522,0.837186424003935,0.880041365046536,0.827924749259451
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40,8, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9875     0.97083333 0.99166667 0.975      0.98739496],0.593984962406015,0.581453634085213,0.834669338677355,0.999164578111947,0.998330550918197,0.999165275459098,0.628440366972477,0.728723404255319,0.601328526772209,0.628062360801782,0.677884615384615,0.577162202980266,0.84149855907781,0.880402010050251,0.83480639963052
ensemble_model_N8_B0_E8_nb_zones_10_lab_svd,8,0,8,10, lab, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [1.         0.99324324 1.         1.         1.        ],0.496659242761693,0.503340757238307,0.811026936026936,1,1,1,0.663690476190476,1,0.5,0.66962962962963,1,0.5,0.841061946902655,1,0.811026936026936
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_4_shifted_2_svdne,16,0,16, zones, low_bits_4_shifted_2, svdne,1212,404,404,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.594059405940594,0.618811881188119,0.842574257425742,1,1,1,0.643478260869565,0.747474747474748,0.59703834461116,0.669527896995708,0.757281553398058,0.616014514072767,0.851262862488307,0.900990099009901,0.842574257425742
svm_model_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120,6, mscn, svd,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.61764706 0.79411765 0.73529412 0.75       0.8125    ],0.581818181818182,0.709090909090909,0.739130434782609,0.789808917197452,0.746987951807229,0.801204819277108,0.596491228070175,0.5,0.607142857142857,0.68,0.62962962962963,0.707671957671958,0.727272727272727,0.666666666666667,0.742424242424242
svm_model_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102,12, mscn, svd,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.66216216 0.77027027 0.68055556 0.70833333 0.70833333],0.549019607843137,0.725490196078431,0.708154506437768,0.645161290322581,0.494505494505494,0.728021978021978,0.566037735849057,0.454545454545455,0.588383838383838,0.5,0.388888888888889,0.648989898989899,0.622222222222222,0.48068669527897,0.708154506437768
ensemble_model_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116,6, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.60526316 0.60526316 0.68421053 0.73684211],0.587301587301587,0.714285714285714,0.810126582278481,0.910112359550562,0.852631578947368,0.915789473684211,0.580645161290323,0.514285714285714,0.596428571428571,0.590909090909091,0.5,0.682432432432432,0.788732394366197,0.717948717948718,0.808974358974359
ensemble_model_v2_N26_B87_E113_nb_zones_8_mscn_svd,26,87,113, zones, mscn, svd,234,78,78,0.6,0.2,0.2, [0.77083333 0.85416667 0.65217391 0.73913043 0.63043478],0.666666666666667,0.705128205128205,0.825641025641026,0.916299559471366,0.888888888888889,0.918803418803419,0.69047619047619,0.783783783783784,0.672379696769941,0.735632183908046,0.780487804878049,0.701054713249835,0.829145728643216,0.846153846153846,0.825641025641026
svm_model_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32,8, low_bits_3, svdne,1140,380,380,0.6,0.2,0.2, [0.99122807 0.99122807 0.97368421 0.99122807 0.97807018],0.736842105263158,0.702631578947368,0.880526315789474,0.987719298245614,0.987719298245614,0.987719298245614,0.775784753363229,0.856435643564356,0.728779619534987,0.73536299765808,0.862637362637363,0.709096459096459,0.887232985593641,0.936058700209644,0.880291506553025
ensemble_model_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108,10, mscn, svd,306,102,102,0.6,0.2,0.2, [0.74193548 0.61290323 0.74193548 0.7        0.68333333],0.7,0.7,0.836909871244635,0.903448275862069,0.856209150326797,0.908496732026144,0.714285714285714,0.75,0.7,0.707317073170732,0.725,0.7,0.833333333333333,0.815450643776824,0.836909871244635
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.98026316 0.99671053 1.         0.99668874 0.99668874],0.834883720930232,0.841860465116279,0.941498316498316,1,1,1,0.849894291754757,0.909502262443439,0.832741561843729,0.85022026431718,0.923444976076555,0.844075429214748,0.943102742529677,0.96969696969697,0.941498316498316
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.99590164 1.         1.         0.99586777 1.        ],0.580246913580247,0.580246913580247,0.83218163869694,1,1,1,0.657258064516129,0.844559585492228,0.592091113500831,0.670542635658915,0.839805825242718,0.575681807093721,0.847396768402154,0.937437934458788,0.832801400987981
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4,10, low_bits_2, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.83673469 0.81632653 0.78911565 0.74657534 0.81164384],0.773626373626374,0.773626373626374,0.792508417508418,0.818927444794953,0.885402455661664,0.804229195088677,0.783157894736842,0.808695652173913,0.773236714975845,0.788501026694045,0.853333333333333,0.774492753623188,0.806438947781704,0.864478114478115,0.792508417508418
ensemble_model_v2_N8_B96_E104_nb_zones_10_mscn_svdne,8,96,104, zones, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.72580645 0.80645161 0.74193548 0.6        0.76666667],0.6375,0.6125,0.813304721030043,0.907216494845361,0.862745098039216,0.911764705882353,0.591549295774648,0.567567567567568,0.632620993086109,0.597402597402597,0.534883720930232,0.618793211816467,0.801822323462415,0.755364806866953,0.813304721030043
ensemble_model_v2_N16_B0_E16_nb_zones_8_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [1.         1.         1.         0.99590164 1.        ],0.605392156862745,0.588235294117647,0.838883447600392,1,1,1,0.600496277915633,0.614213197969543,0.605684798036904,0.571428571428571,0.574358974358974,0.587648970747562,0.837209302325581,0.841791044776119,0.838928309273306
svm_model_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32,8, low_bits_2, svdne,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.90598291 0.94444444 0.93589744 0.93589744 0.92672414],0.80719794344473,0.809768637532134,0.89311408016444,0.951757972199509,0.996575342465753,0.949486301369863,0.821852731591449,0.910526315789474,0.809534514678656,0.832579185520362,0.915422885572139,0.806115698105219,0.900287631831256,0.963076923076923,0.892969975441654
ensemble_model_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.86111111 0.75       0.83333333 0.80555556 0.73529412],0.508474576271186,0.745762711864407,0.820945945945946,0.948571428571428,0.932584269662921,0.949438202247191,0.524590163934426,0.533333333333333,0.508045977011494,0.736842105263158,0.84,0.758235294117647,0.819112627986348,0.833333333333333,0.821271929824561
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8,10, low_bits_5, svd,1500,500,500,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.502283105022831,0.513698630136986,0.818602693602693,1,1,1,0.662538699690403,0.990740740740741,0.508883883883884,0.674809160305343,0.995495495495496,0.507007007007007,0.846126383434488,0.997474747474748,0.818602693602693
ensemble_model_v2_N32_B84_E116_nb_zones_6_mscn_svdne,32,84,116, zones, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.69444444 0.72222222 0.77777778 0.58823529 0.67647059],0.672413793103448,0.637931034482759,0.818493150684932,0.922155688622754,0.875,0.926136363636364,0.612244897959184,0.576923076923077,0.663461538461538,0.666666666666667,0.6,0.647826086956522,0.810035842293907,0.758389261744966,0.819754071431924
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdn,26,0,26, zones, low_bits_4_shifted_2, svdn,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.99180328 1.         0.99180328 0.99586777 0.99586777],0.562962962962963,0.533333333333333,0.819348469891412,1,1,1,0.635051546391753,0.762376237623762,0.563454128664098,0.613496932515337,0.76530612244898,0.540547798066595,0.832876712328767,0.906560636182903,0.819946984758118
ensemble_model_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102,12, mscn, svd,324,108,108,0.6,0.2,0.2, [0.62121212 0.68181818 0.71875    0.640625   0.71875   ],0.690140845070423,0.577464788732394,0.804721030042919,0.872964169381107,0.82716049382716,0.87962962962963,0.633333333333333,0.542857142857143,0.688095238095238,0.545454545454545,0.5,0.578571428571429,0.789838337182448,0.733905579399142,0.804721030042919
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,1476,492,492,0.6,0.2,0.2, [1.         0.99662162 0.99662162 1.         0.99659864],0.544444444444444,0.486666666666667,0.816498316498316,1,1,1,0.67817896389325,0.915254237288135,0.525384127989862,0.63391442155309,0.934579439252336,0.507543956914304,0.841107871720116,0.971380471380471,0.816498316498316
ensemble_model_v2_N16_B92_E108_nb_zones_10_mscn_svd,16,92,108, zones, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.63793103 0.67241379 0.63793103 0.72413793 0.5862069 ],0.670454545454545,0.670454545454545,0.817596566523605,0.905923344947735,0.896551724137931,0.906896551724138,0.707070707070707,0.833333333333333,0.677536231884058,0.723809523809524,0.826086956521739,0.66304347826087,0.826883910386965,0.871244635193133,0.817596566523605
svm_model_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104,12, mscn, svd,326,108,108,0.601476014760148,0.199261992619926,0.199261992619926, [0.8030303  0.77272727 0.60606061 0.765625   0.734375  ],0.571428571428571,0.671428571428571,0.763948497854077,0.81063122923588,0.748466257668712,0.825153374233129,0.53125,0.515151515151515,0.568386568386568,0.666666666666667,0.621621621621622,0.674447174447174,0.746543778801843,0.695278969957082,0.763948497854077
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdn,40,0,40,8, low_bits_4_shifted_2, svdn,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [1.         0.98636364 0.98623853 0.98623853 0.99541284],0.543956043956044,0.502747252747253,0.809001097694841,0.999085086916743,0.9981718464351,0.99908592321755,0.580808080808081,0.595854922279793,0.540617519619429,0.517333333333333,0.515957446808511,0.502296905222437,0.813304721030043,0.816810344827586,0.808852599706858
svm_model_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40,8, lab, svdn,1048,349,349,0.600229095074456,0.199885452462772,0.199885452462772, [0.95714286 0.93809524 0.91904762 0.91428571 0.94230769],0.547277936962751,0.558739255014327,0.800114547537228,0.964593301435407,0.961832061068702,0.964694656488549,0.526946107784431,0.502857142857143,0.547405582922824,0.521739130434783,0.48,0.558965517241379,0.79482657260435,0.773455377574371,0.800145119979846
ensemble_model_v2_N40_B80_E120_nb_zones_6_mscn_svd,40,80,120, zones, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.58823529 0.61764706 0.73529412 0.88235294 0.64705882],0.714285714285714,0.446428571428571,0.801418439716312,0.94478527607362,0.905882352941176,0.947058823529412,0.764705882352941,0.838709677419355,0.699354838709678,0.456140350877193,0.448275862068966,0.446360153256705,0.805555555555556,0.8,0.801459854014598
ensemble_model_v2_N16_B0_E16_nb_zones_8_lab_svdne,16,0,16, zones, lab, svdne,1194,398,398,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.527638190954774,0.587939698492462,0.823115577889447,1,1,1,0.53921568627451,0.54726368159204,0.527438947395005,0.609523809523809,0.624390243902439,0.58680652091495,0.825914935707221,0.832502492522433,0.823039493474995
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26,8, low_bits_2, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.928      0.92       0.924      0.9233871  0.91129032],0.848192771084337,0.848192771084337,0.914739884393063,0.960617760617761,0.998394863563403,0.959069020866774,0.859688195991091,0.910377358490566,0.84681429500883,0.855172413793103,0.873239436619718,0.84751080741877,0.918770078017439,0.955152671755725,0.914346763893427
svm_model_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116,8, mscn, svd,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.80769231 0.80769231 0.78       0.64       0.78      ],0.619047619047619,0.69047619047619,0.758293838862559,0.821138211382114,0.795275590551181,0.826771653543307,0.666666666666667,0.82051282051282,0.632478632478632,0.723404255319149,0.80952380952381,0.69047619047619,0.76605504587156,0.802884615384615,0.758918943206326
ensemble_model_v2_N4_B98_E102_nb_zones_12_mscn_svd,4,98,102, zones, mscn, svd,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.66176471 0.58823529 0.67647059 0.60294118 0.63636364],0.546875,0.65625,0.82618025751073,0.90625,0.857988165680473,0.911242603550296,0.508474576271186,0.454545454545455,0.549853372434018,0.694444444444444,0.806451612903226,0.66080156402737,0.82039911308204,0.793991416309013,0.826180257510729
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16,10, low_bits_4, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [1. 1. 1. 1. 1.],0.542553191489362,0.491489361702128,0.808922558922559,1,1,1,0.691535150645624,0.979674796747967,0.521087398373984,0.651094890510949,0.995535714285714,0.514028019744483,0.8388928317956,0.994949494949495,0.808922558922559
ensemble_model_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104,12, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.72857143 0.75714286 0.75714286 0.64285714 0.74285714],0.586206896551724,0.741379310344828,0.821888412017167,0.869822485207101,0.84,0.874285714285714,0.647058823529412,0.814814814814815,0.600955794504182,0.769230769230769,0.806451612903226,0.736559139784946,0.823779193205945,0.832618025751073,0.821888412017167
svm_model_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.8125     0.73913043 0.63043478 0.76086957 0.69565217],0.714285714285714,0.753246753246753,0.746113989637306,0.727272727272727,0.655172413793103,0.754310344827586,0.725,0.743589743589744,0.713900134952767,0.73972602739726,0.75,0.753048780487805,0.729281767955801,0.69109947643979,0.745549738219895
ensemble_model_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116,8, mscn, svd,234,78,78,0.6,0.2,0.2, [0.79166667 0.6875     0.82608696 0.80434783 0.84782609],0.705128205128205,0.717948717948718,0.843589743589744,0.928571428571428,0.888888888888889,0.931623931623932,0.684931506849315,0.694444444444444,0.704365079365079,0.710526315789474,0.658536585365854,0.721160184574819,0.836461126005362,0.804123711340206,0.843388386282348
svm_model_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26,8, low_bits_5, svdne,1128,376,376,0.6,0.2,0.2, [0.99557522 1.         1.         0.99115044 1.        ],0.638297872340426,0.603723404255319,0.848404255319149,1,1,1,0.66,0.676923076923077,0.636804079898003,0.620865139949109,0.666666666666667,0.605354058721934,0.851639770952629,0.868365180467091,0.848361694711158
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40,8, low_bits_4, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.98660714 0.97297297 0.99099099 0.98198198 0.9954955 ],0.745945945945946,0.683783783783784,0.886069114470842,1,1,1,0.774038461538462,0.829896907216495,0.741652999062793,0.696103896103896,0.774566473988439,0.689313693847011,0.889702038682697,0.921993499458288,0.886185124325484
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.99666667 0.9966443  1.         1.         0.99328859],0.680995475113122,0.644796380090498,0.874579124579125,1,1,1,0.735459662288931,0.92018779342723,0.689351538635012,0.72310405643739,0.895196506550218,0.635391680505156,0.885030864197531,0.965488215488216,0.874579124579125
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [1.         1.         0.99673203 0.99673203 0.99346405],0.497630331753554,0.533175355450237,0.827861952861953,1,1,1,0.576,0.72,0.508648648648649,0.633147113594041,0.765765765765766,0.520382882882883,0.840794083300895,0.909090909090909,0.827861952861953
svm_model_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26,8, low_bits_6, svdne,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [1.         1.         1.         0.99541284 0.99082569],0.582417582417582,0.615384615384615,0.8397365532382,1,1,1,0.612244897959184,0.638297872340426,0.580512572533849,0.660194174757281,0.71957671957672,0.611216931216931,0.846153846153846,0.869047619047619,0.83931222823205
ensemble_model_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.74       0.70833333 0.625      0.8125     0.8125    ],0.6375,0.675,0.810945273631841,0.907488986784141,0.851239669421488,0.913223140495868,0.674157303370787,0.681818181818182,0.632575757575757,0.682926829268293,0.717948717948718,0.676047529706066,0.809045226130653,0.78921568627451,0.811274509803921
ensemble_model_v2_N8_B96_E104_nb_zones_12_mscn_svd,8,96,104, zones, mscn, svd,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.73529412 0.6969697  0.72727273 0.65151515 0.65151515],0.626865671641791,0.611940298507463,0.809012875536481,0.87741935483871,0.819277108433735,0.885542168674699,0.647887323943662,0.741935483870968,0.634856630824373,0.606060606060606,0.555555555555556,0.616487455197133,0.80089485458613,0.768240343347639,0.809012875536481
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26,8, low_bits_4, svdne,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.98636364 1.         1.         1.         1.        ],0.703296703296703,0.684065934065934,0.877607025246981,1,1,1,0.736585365853658,0.843575418994413,0.70557149328099,0.691689008042895,0.767857142857143,0.690051020408163,0.881193393713372,0.925055928411633,0.878476240067885
svm_model_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108,10, mscn, svdne,314,104,104,0.601532567049808,0.199233716475096,0.199233716475096, [0.71875    0.6875     0.75806452 0.74193548 0.69354839],0.618421052631579,0.56578947368421,0.772532188841202,0.846153846153846,0.770700636942675,0.859872611464968,0.666666666666667,0.69047619047619,0.609943977591037,0.476190476190476,0.441176470588235,0.553921568627451,0.756880733944954,0.708154506437768,0.772532188841202
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdn,32,0,32, zones, low_bits_4_shifted_2, svdn,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [1.         1.         0.98717949 1.         1.        ],0.626288659793814,0.63659793814433,0.852729145211123,1,1,1,0.668192219679634,0.748717948717949,0.625654311146539,0.68314606741573,0.783505154639175,0.63659793814433,0.8603515625,0.906378600823045,0.852673836493997
ensemble_model_v2_N32_B84_E116_nb_zones_8_mscn_svd,32,84,116, zones, mscn, svd,258,86,86,0.6,0.2,0.2, [0.78846154 0.73076923 0.73076923 0.76923077 0.76      ],0.662790697674419,0.779069767441861,0.830232558139535,0.897959183673469,0.852713178294574,0.903100775193798,0.681318681318681,0.659574468085106,0.663120567375887,0.759493670886076,0.75,0.777173913043478,0.824096385542168,0.791666666666667,0.83041277258567
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4,10, low_bits_3, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.76351351 0.73986486 0.79054054 0.80067568 0.79391892],0.566964285714286,0.613839285714286,0.803872053872054,0.934131736526946,0.948648648648649,0.933108108108108,0.610441767068273,0.681614349775785,0.567473841554559,0.653306613226453,0.724444444444444,0.613343298455406,0.8136,0.856060606060606,0.803872053872054
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32,8, low_bits_6, svdn,1212,404,404,0.6,0.2,0.2, [0.99180328 0.99173554 0.99586777 0.98347107 0.98760331],0.586633663366337,0.522277227722772,0.821782178217822,1,1,1,0.616091954022989,0.598214285714286,0.585218253968254,0.490765171503958,0.484375,0.520489386792453,0.822309970384995,0.815068493150685,0.821862903889972
svm_model_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120,6, mscn, svdne,198,66,66,0.6,0.2,0.2, [0.7        0.65       0.75       0.775      0.81578947],0.696969696969697,0.606060606060606,0.83030303030303,0.947368421052632,0.909090909090909,0.94949494949495,0.705882352941176,0.705882352941176,0.696691176470588,0.628571428571429,0.6875,0.608455882352941,0.829268292682927,0.824242424242424,0.83030303030303
svm_model_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26,8, lab, svdne,1206,402,402,0.6,0.2,0.2, [1.         0.99173554 0.99586777 1.         0.98333333],0.549751243781095,0.564676616915423,0.822885572139303,1,1,1,0.63872255489022,0.761904761904762,0.539806547619048,0.61706783369803,0.746031746031746,0.574893807288174,0.835489833641405,0.902195608782435,0.823121613915027
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8,10, low_bits_6, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.9966443  0.9966443  0.9966443  0.98648649 1.        ],0.496629213483146,0.503370786516854,0.812710437710438,1,1,1,0.663663663663664,1,0.5,0.66965620328849,1,0.5,0.842254519673874,1,0.812710437710438
ensemble_model_v2_N26_B87_E113_nb_zones_8_mscn_svdne,26,87,113, zones, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.67391304 0.69565217 0.67391304 0.73913043 0.81818182],0.710526315789474,0.578947368421053,0.810526315789474,0.918918918918919,0.894736842105263,0.921052631578947,0.760869565217391,0.795454545454545,0.694602272727273,0.609756097560976,0.657894736842105,0.578947368421053,0.818181818181818,0.826530612244898,0.810004436557231
svm_model_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102,12, mscn, svdne,348,116,116,0.6,0.2,0.2, [0.78571429 0.58571429 0.65714286 0.65714286 0.69117647],0.711864406779661,0.694915254237288,0.710300429184549,0.662162162162162,0.563218390804598,0.712643678160919,0.585365853658537,0.444444444444444,0.690972222222222,0.64,0.5,0.712962962962963,0.651162790697674,0.540772532188841,0.710300429184549
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8,10, low_bits_2, svdn,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.853125 0.875    0.865625 0.875    0.88125 ],0.824742268041237,0.827319587628866,0.866582491582492,0.893567251461988,0.955,0.88625,0.828282828282828,0.836734693877551,0.824617346938775,0.820375335120643,0.796875,0.827008928571429,0.872125857200484,0.90993265993266,0.866582491582492
ensemble_model_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108,10, mscn, svdne,308,102,102,0.6015625,0.19921875,0.19921875, [0.61290323 0.72580645 0.66129032 0.69354839 0.75      ],0.683544303797468,0.734177215189873,0.871244635193133,0.952702702702703,0.915584415584416,0.954545454545455,0.719101123595506,0.727272727272727,0.677922077922078,0.72,0.771428571428571,0.737987012987013,0.869565217391304,0.858369098712446,0.871244635193133
ensemble_model_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120,6, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.72222222 0.79411765 0.70588235 0.70588235 0.82352941],0.649122807017544,0.631578947368421,0.793706293706294,0.888888888888889,0.837209302325581,0.895348837209303,0.666666666666667,0.625,0.6525,0.533333333333333,0.461538461538462,0.617866004962779,0.779026217228464,0.722222222222222,0.794209702660407
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,1272,424,424,0.6,0.2,0.2, [0.99609375 0.99606299 0.99212598 0.99606299 1.        ],0.75,0.787735849056604,0.907547169811321,1,1,1,0.786290322580645,0.928571428571429,0.751668891855808,0.819277108433735,0.935779816513762,0.783423888839405,0.913503971756399,0.972744360902256,0.907300210754158
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32,8, low_bits_3, svdne,1098,366,366,0.6,0.2,0.2, [0.95909091 0.96363636 0.98636364 0.97727273 0.98623853],0.822404371584699,0.814207650273224,0.924590163934426,0.995458673932788,0.998178506375228,0.995446265938069,0.839506172839506,0.904255319148936,0.820105187664356,0.833333333333333,0.923913043478261,0.813604873387482,0.927899686520376,0.964169381107492,0.924328914976188
svm_model_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113,10, mscn, svd,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.69642857 0.66071429 0.75       0.67857143 0.66666667],0.760869565217391,0.652173913043478,0.792207792207792,0.833333333333333,0.755395683453237,0.848920863309353,0.775510204081632,0.808510638297872,0.759810874704492,0.666666666666667,0.695652173913043,0.652173913043478,0.7847533632287,0.754310344827586,0.792372563718141
ensemble_model_v2_N16_B92_E108_nb_zones_10_mscn_svdne,16,92,108, zones, mscn, svdne,282,94,94,0.6,0.2,0.2, [0.70689655 0.78571429 0.80357143 0.73214286 0.71428571],0.652173913043478,0.619565217391304,0.811158798283262,0.924187725631769,0.907801418439716,0.925531914893617,0.644444444444444,0.659090909090909,0.652462121212121,0.615384615384616,0.583333333333333,0.621212121212121,0.807860262008733,0.793991416309013,0.811158798283262
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32,8, low_bits_4, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.996 1.    1.    1.    1.   ],0.672289156626506,0.72289156626506,0.879094412331406,1,1,1,0.689497716894977,0.699074074074074,0.671145077238042,0.718826405867971,0.746192893401015,0.724013877893168,0.880076445293837,0.888996138996139,0.879113454113454
ensemble_model_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102,12, mscn, svdne,348,116,116,0.6,0.2,0.2, [0.6        0.67142857 0.65714286 0.57142857 0.63235294],0.474576271186441,0.593220338983051,0.783261802575107,0.863095238095238,0.833333333333333,0.867816091954023,0.436363636363636,0.5,0.478571428571429,0.612903225806452,0.542857142857143,0.604761904761905,0.777041942604857,0.755364806866953,0.783261802575107
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdn,4,0,4,10, low_bits_4_shifted_2, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.66326531 0.62244898 0.68707483 0.62585034 0.6369863 ],0.526431718061674,0.495594713656388,0.618686868686869,0.653673163418291,0.594005449591281,0.685286103542234,0.572564612326044,0.587755102040816,0.521150278293135,0.51380042462845,0.578947368421053,0.50171858216971,0.607452339688042,0.59006734006734,0.618686868686869
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32,8, low_bits_2, svdne,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.9212963  0.94444444 0.9212963  0.95327103 0.89719626],0.837988826815642,0.854748603351955,0.901785714285714,0.942206654991244,1,0.938661710037175,0.846560846560847,0.893854748603352,0.837988826815642,0.861702127659574,0.880434782608696,0.854010494752624,0.907172995780591,0.95449500554939,0.901489927017119
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8,10, low_bits_3, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.86111111 0.89583333 0.875      0.85069444 0.9020979 ],0.727078891257996,0.739872068230277,0.829124579124579,0.893587994542974,0.910987482614743,0.891515994436718,0.741935483870968,0.796536796536796,0.728100331041508,0.747933884297521,0.760504201680672,0.739559460147695,0.834014717906786,0.858585858585859,0.829124579124579
ensemble_model_v2_N40_B80_E120_nb_zones_6_mscn_svdne,40,80,120, zones, mscn, svdne,186,62,62,0.6,0.2,0.2, [0.76315789 0.76315789 0.71052632 0.72222222 0.77777778],0.580645161290323,0.693548387096774,0.812903225806452,0.925714285714286,0.870967741935484,0.93010752688172,0.666666666666667,0.742857142857143,0.556613756613757,0.698412698412698,0.846153846153846,0.71474358974359,0.816455696202532,0.837662337662338,0.813061938061938
svm_model_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.69444444 0.78571429 0.68571429 0.7        0.77142857],0.631578947368421,0.666666666666667,0.729613733905579,0.711409395973154,0.602272727272727,0.755681818181818,0.588235294117647,0.517241379310345,0.633620689655172,0.627450980392157,0.571428571428571,0.665024630541872,0.685,0.587982832618026,0.72961373390558
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svd,8,0,8, zones, low_bits_4_shifted_2, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [1.         1.         1.         1.         0.98601399],0.586864406779661,0.567796610169492,0.832070707070707,1,1,1,0.688,0.918803418803419,0.589653810242045,0.677215189873418,0.899159663865546,0.564964447317388,0.851617701747862,0.963804713804714,0.832070707070707
svm_model_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4,10, lab, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.54333333 0.55       0.51333333 0.53666667 0.54362416],0.441913439635535,0.444191343963553,0.511784511784512,0.572339069471001,0.599465954606141,0.552069425901202,0.492753623188406,0.536036036036036,0.440829077925852,0.491666666666667,0.543778801843318,0.445312824345083,0.541864139020537,0.577441077441077,0.511784511784512
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4,10, low_bits_2, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.84       0.85       0.83333333 0.84563758 0.84899329],0.729545454545455,0.722727272727273,0.849326599326599,0.923379174852652,0.942513368983957,0.921791443850267,0.75564681724846,0.872037914691943,0.735145594900557,0.757936507936508,0.834061135371179,0.717978434984168,0.857823669579031,0.909090909090909,0.849326599326599
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.90677966 0.91025641 0.94017094 0.93162393 0.92735043],0.784615384615385,0.817948717948718,0.901639344262295,0.969396195202647,1,0.968430034129693,0.798076923076923,0.917127071823204,0.793491765576674,0.845315904139433,0.93719806763285,0.810129088461234,0.907869481765835,0.971252566735113,0.90178170259046
svm_model_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116,8, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.7826087  0.76086957 0.84782609 0.82608696 0.70454545],0.657894736842105,0.68421052631579,0.755263157894737,0.807174887892377,0.789473684210526,0.81140350877193,0.628571428571429,0.709677419354839,0.66594982078853,0.739130434782609,0.723404255319149,0.672046955245781,0.758441558441558,0.760416666666667,0.755208333333333
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4,10, low_bits_4, svdn,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.68387097 0.75483871 0.70322581 0.73548387 0.69354839],0.569007263922518,0.593220338983051,0.673821548821549,0.690252707581228,0.616774193548387,0.723225806451613,0.572115384615385,0.597989949748744,0.570023012257549,0.605633802816901,0.602803738317757,0.592859155591039,0.651998203861697,0.611111111111111,0.673821548821549
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.93846154 0.95769231 0.96124031 0.95348837 0.95736434],0.805104408352668,0.825986078886311,0.923005565862709,0.994611239414935,0.998454404945904,0.994590417310664,0.814977973568282,0.893719806763285,0.808467046238785,0.834437086092715,0.904306220095694,0.828279236173973,0.924750679963735,0.959548447789276,0.923507069274327
ensemble_model_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113,10, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.70967742 0.76666667 0.75       0.71666667 0.78333333],0.780487804878049,0.609756097560976,0.843347639484979,0.9198606271777,0.874172185430464,0.923841059602649,0.795454545454545,0.853658536585366,0.780487804878049,0.644444444444444,0.707317073170732,0.609756097560976,0.843010752688172,0.841201716738197,0.843347639484979
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svd,8,0,8, zones, lab, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [1.         1.         1.         1.         0.99659864],0.569844789356984,0.565410199556541,0.835858585858586,1,1,1,0.672297297297297,0.89237668161435,0.573381323263315,0.687898089171975,0.947368421052632,0.561128156714656,0.855233853006681,0.96969696969697,0.835858585858586
ensemble_model_v2_N4_B98_E102_nb_zones_12_mscn_svdne,4,98,102, zones, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.69444444 0.67142857 0.61428571 0.67142857 0.71428571],0.666666666666667,0.631578947368421,0.832618025751073,0.890173410404624,0.875,0.892045454545455,0.627450980392157,0.592592592592593,0.662962962962963,0.618181818181818,0.566666666666667,0.635185185185185,0.827433628318584,0.802575107296137,0.832618025751073
svm_model_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120,8, mscn, svd,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.7826087  0.67391304 0.76086957 0.76086957 0.73913043],0.710526315789474,0.68421052631579,0.772251308900523,0.803827751196172,0.730434782608696,0.821739130434782,0.694444444444444,0.675675675675676,0.70963270963271,0.675675675675676,0.657894736842105,0.68421052631579,0.754929577464789,0.705263157894737,0.771902412280702
svm_model_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108,12, mscn, svd,354,118,118,0.6,0.2,0.2, [0.68055556 0.625      0.71428571 0.74285714 0.82857143],0.678571428571429,0.839285714285714,0.82618025751073,0.843023255813953,0.819209039548023,0.847457627118644,0.7,0.807692307692308,0.687179487179487,0.847457627118644,0.833333333333333,0.83974358974359,0.825053995680345,0.819742489270386,0.826180257510729
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16,10, low_bits_3, svd,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.99681529 0.99044586 0.98397436 0.98717949 0.99038462],0.741379310344828,0.788177339901478,0.919612794612795,1,1,1,0.776119402985075,0.952879581151832,0.753183976622428,0.826612903225806,0.953488372093023,0.77779130646536,0.924476077500989,0.984006734006734,0.919612794612794
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40,8, low_bits_6, svdn,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.98648649 0.9954955  0.99099099 0.9954955  0.98636364],0.579945799457995,0.51219512195122,0.818526543878657,1,1,1,0.650112866817156,0.761904761904762,0.575396825396825,0.577464788732394,0.675824175824176,0.514382676147382,0.83055134041477,0.887567567567568,0.818376617660005
ensemble_model_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.7        0.65714286 0.72857143 0.64285714 0.74285714],0.689655172413793,0.568965517241379,0.851931330472103,0.922619047619047,0.885714285714286,0.925714285714286,0.678571428571429,0.678571428571429,0.689285714285714,0.56140350877193,0.533333333333333,0.570238095238095,0.846325167037862,0.815450643776824,0.851931330472103
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.99166667 0.98333333 0.99166667 1.         0.99159664],0.619047619047619,0.62406015037594,0.848697394789579,1,1,1,0.682008368200837,0.857894736842105,0.629904306220096,0.684873949579832,0.82741116751269,0.626576870885058,0.859665427509293,0.938133874239351,0.849760006426606
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.95217391 0.94347826 0.94782609 0.95217391 0.95175439],0.87434554973822,0.850785340314136,0.936192468619247,0.985407725321888,1,0.985191637630662,0.884057971014493,0.901477832512315,0.872526625753364,0.854219948849105,0.883597883597884,0.851125366669408,0.938071065989848,0.956521739130435,0.935977571467966
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svdn,32,0,32, zones, lab, svdn,1242,414,414,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.601449275362319,0.565217391304348,0.833333333333333,1,1,1,0.642082429501085,0.675799086757991,0.596873902353354,0.581395348837209,0.637755102040816,0.568877551020408,0.838255977496484,0.862934362934363,0.833304705645131
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16,10, low_bits_2, svd,1536,512,512,0.6,0.2,0.2, [0.98051948 0.97077922 0.96103896 0.97058824 0.97712418],0.788095238095238,0.773809523809524,0.916245791245791,0.990328820116054,1,0.990234375,0.798185941043084,0.862745098039216,0.790168845315904,0.787472035794183,0.814814814814815,0.77260348583878,0.918409184091841,0.942760942760943,0.916245791245791
svm_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdne,26,0,26,8, low_bits_4_shifted_2, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.99152542 0.98728814 0.99145299 1.         0.99145299],0.595907928388747,0.557544757033248,0.830777096114519,1,1,1,0.551136363636364,0.521505376344086,0.592460005245214,0.55297157622739,0.535,0.558075916230367,0.826973340303189,0.81294964028777,0.830686417295462
ensemble_model_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.88       0.77083333 0.79166667 0.77083333 0.8125    ],0.625,0.6875,0.808457711442786,0.902654867256637,0.84297520661157,0.909090909090909,0.615384615384615,0.75,0.645833333333333,0.712643678160919,0.75609756097561,0.685741088180113,0.80306905370844,0.809278350515464,0.808485329103886
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,1416,472,472,0.6,0.2,0.2, [1.         1.         0.99647887 0.9893617  0.9964539 ],0.563559322033898,0.584745762711864,0.829661016949152,1,1,1,0.625454545454545,0.754385964912281,0.569815933275812,0.65,0.752066115702479,0.580380883938196,0.840855106888361,0.901528013582343,0.829782619312322
svm_model_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.68181818 0.81818182 0.77272727 0.85       0.65      ],0.542857142857143,0.542857142857143,0.727272727272727,0.849056603773585,0.849056603773585,0.849056603773585,0.529411764705882,0.5625,0.544407894736842,0.529411764705882,0.473684210526316,0.549342105263158,0.724137931034483,0.715909090909091,0.727272727272727
ensemble_model_v2_N26_B87_E113_nb_zones_10_mscn_svd,26,87,113, zones, mscn, svd,294,98,98,0.6,0.2,0.2, [0.7        0.71666667 0.68965517 0.75862069 0.72413793],0.686046511627907,0.604651162790698,0.82618025751073,0.929577464788732,0.897959183673469,0.931972789115646,0.696629213483146,0.738095238095238,0.687229437229437,0.630434782608696,0.659090909090909,0.603354978354978,0.825806451612903,0.824034334763948,0.826180257510729
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16,10, low_bits_6, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.9965035  0.9965035  0.99300699 0.98943662 1.        ],0.482105263157895,0.517894736842105,0.800084175084175,1,1,1,0.650568181818182,1,0.5,0.682385575589459,1,0.5,0.83339179235356,1,0.800084175084175
ensemble_model_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120,8, mscn, svd,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.67391304 0.80434783 0.80434783 0.69565217 0.7826087 ],0.68421052631579,0.631578947368421,0.827225130890052,0.935779816513762,0.88695652173913,0.939130434782609,0.586206896551724,0.472222222222222,0.673611111111111,0.631578947368421,0.545454545454545,0.647727272727273,0.8125,0.733333333333333,0.829233511586453
ensemble_model_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108,12, mscn, svd,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.71428571 0.71428571 0.69117647 0.80882353 0.76470588],0.688524590163934,0.590163934426229,0.841201716738197,0.910714285714286,0.88953488372093,0.912790697674419,0.746666666666667,0.848484848484848,0.674242424242424,0.647887323943662,0.821428571428571,0.607683982683983,0.846473029045643,0.875536480686695,0.841201716738197
ensemble_model_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152,4, mscn, svd,114,38,38,0.6,0.2,0.2, [0.70833333 0.83333333 0.81818182 0.81818182 0.72727273],0.605263157894737,0.657894736842105,0.794736842105263,0.895238095238095,0.824561403508772,0.903508771929824,0.545454545454546,0.529411764705882,0.598039215686275,0.580645161290323,0.473684210526316,0.657894736842105,0.769230769230769,0.698924731182796,0.792761334663563
ensemble_model_v2_N8_B96_E104_nb_zones_12_mscn_svdne,8,96,104, zones, mscn, svdne,354,118,118,0.6,0.2,0.2, [0.625      0.65277778 0.67142857 0.68571429 0.71428571],0.589285714285714,0.482142857142857,0.802575107296137,0.880239520958084,0.830508474576271,0.887005649717514,0.51063829787234,0.48,0.578709677419355,0.524590163934426,0.516129032258065,0.478064516129032,0.791855203619909,0.751072961373391,0.802575107296137
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4,10, low_bits_5, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.62080537 0.6409396  0.61824324 0.625      0.63513514],0.531390134529148,0.493273542600897,0.593855218855219,0.643817204301075,0.6455525606469,0.642857142857143,0.451443569553806,0.396313364055299,0.527851005171755,0.408376963350785,0.34061135371179,0.497494616948061,0.571301643713905,0.541245791245791,0.593855218855219
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40,8, low_bits_5, svdn,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.98305085 0.96610169 0.97033898 0.95762712 0.97033898],0.564885496183206,0.564885496183206,0.822482197355036,0.994052676295667,0.991525423728814,0.99406779661017,0.585956416464891,0.605,0.564158031088083,0.551181102362205,0.58659217877095,0.566660575366783,0.822932521562659,0.836945304437564,0.822685290132523
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16,10, low_bits_5, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [1.        0.9893617 1.        1.        1.       ],0.502136752136752,0.508547008547009,0.802305721605465,1,1,1,0.668563300142248,1,0.5,0.674220963172805,1,0.5,0.835523978685613,1,0.801457975986278
ensemble_model_v2_N32_B84_E116_nb_zones_8_mscn_svdne,32,84,116, zones, mscn, svdne,262,87,87,0.60091743119266,0.19954128440367,0.19954128440367, [0.75925926 0.76923077 0.69230769 0.73076923 0.73076923],0.724137931034483,0.64367816091954,0.832568807339449,0.92741935483871,0.877862595419847,0.931297709923664,0.74468085106383,0.74468085106383,0.722340425531915,0.64367816091954,0.717948717948718,0.650641025641026,0.82983682983683,0.820276497695853,0.832512678071671
ensemble_model_v2_N4_B148_E152_nb_zones_4_mscn_svd,4,148,152, zones, mscn, svd,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.59090909 0.68181818 0.65       0.75       0.6       ],0.647058823529412,0.764705882352941,0.866279069767442,0.97029702970297,0.942307692307692,0.971153846153846,0.68421052631579,0.722222222222222,0.642361111111111,0.777777777777778,0.777777777777778,0.763888888888889,0.868571428571429,0.863636363636364,0.866341991341991
svm_model_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154,4, mscn, svd,134,44,44,0.603603603603604,0.198198198198198,0.198198198198198, [0.71428571 0.71428571 0.57692308 0.65384615 0.69230769],0.545454545454545,0.454545454545455,0.626126126126126,0.723404255319149,0.761194029850746,0.708955223880597,0.615384615384615,0.8,0.566666666666667,0.571428571428571,0.842105263157895,0.501052631578947,0.666666666666667,0.783018867924528,0.632888744307092
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svd,16,0,16,10, low_bits_4_shifted_2, svd,1536,512,512,0.6,0.2,0.2, [0.97402597 1.         0.99675325 0.99019608 0.9869281 ],0.504761904761905,0.495238095238095,0.823232323232323,1,1,1,0.670886075949367,1,0.5,0.662420382165605,1,0.5,0.849785407725322,1,0.823232323232323
ensemble_model_v2_N40_B80_E120_nb_zones_8_mscn_svd,40,80,120, zones, mscn, svd,258,86,86,0.6,0.2,0.2, [0.75       0.75       0.59615385 0.75       0.76      ],0.662790697674419,0.790697674418605,0.853488372093023,0.936,0.906976744186046,0.937984496124031,0.666666666666667,0.674418604651163,0.662790697674419,0.8,0.857142857142857,0.792207792207792,0.852459016393443,0.850467289719626,0.853474385600554
ensemble_model_v2_N16_B92_E108_nb_zones_12_mscn_svd,16,92,108, zones, mscn, svd,330,110,110,0.6,0.2,0.2, [0.62121212 0.72727273 0.62121212 0.71212121 0.66666667],0.720588235294118,0.735294117647059,0.860515021459227,0.909677419354839,0.854545454545455,0.915151515151515,0.72463768115942,0.757575757575758,0.721645021645022,0.75,0.771428571428571,0.734199134199134,0.855875831485587,0.828326180257511,0.860515021459228
ensemble_model_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40,8, lab, svdn,1122,374,374,0.6,0.2,0.2, [0.99557522 0.98660714 0.98660714 0.99107143 0.97321429],0.529411764705882,0.53475935828877,0.811229946524064,0.997328584149599,0.998217468805704,0.997326203208556,0.469879518072289,0.430939226519337,0.526350442275212,0.505681818181818,0.465968586387435,0.536262981718307,0.804648588821251,0.779206859592712,0.811161594150678
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdn,40,0,40,8, low_bits_4_shifted_2, svdn,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.98728814 0.97457627 0.99576271 0.99152542 0.97435897],0.612244897959184,0.530612244897959,0.82874617737003,1,1,1,0.638095238095238,0.683673469387755,0.612244897959184,0.568075117370892,0.605,0.5290625,0.83399209486166,0.856852791878172,0.828631104229772
svm_model_N16_B0_E16_nb_zones_10_lab_svd,16,0,16,10, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [1. 1. 1. 1. 1.],0.519067796610169,0.48093220338983,0.801346801346801,1,1,1,0.683403068340307,1,0.5,0.649499284692418,1,0.5,0.834269662921348,1,0.801346801346801
ensemble_model_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.68181818 0.77272727 0.77272727 0.75       0.85      ],0.685714285714286,0.771428571428571,0.818181818181818,0.865979381443299,0.792452830188679,0.877358490566038,0.702702702702703,0.764705882352941,0.687908496732026,0.714285714285714,0.625,0.759868421052632,0.802469135802469,0.755813953488372,0.816795865633075
svm_model_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116,10, mscn, svd,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.78333333 0.8        0.85       0.70689655 0.81034483],0.682352941176471,0.658823529411765,0.800429184549356,0.870175438596491,0.837837837837838,0.875,0.696629213483146,0.738095238095238,0.683001107419712,0.591549295774648,0.488372093023256,0.660852713178295,0.791011235955056,0.755364806866953,0.800429184549356
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26,8, low_bits_5, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.99593496 1.         1.         0.99180328 1.        ],0.627450980392157,0.700980392156863,0.865817825661117,1,1,1,0.593582887700535,0.544117647058823,0.627450980392157,0.687179487179487,0.641148325358852,0.702483710418119,0.862311557788945,0.83625730994152,0.865963300640051
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8,10, low_bits_4, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.95945946 0.90202703 0.93581081 0.93581081 0.9222973 ],0.558035714285714,0.564732142857143,0.804292929292929,0.950819672131148,0.940540540540541,0.951351351351351,0.642599277978339,0.794642857142857,0.558035714285714,0.648648648648649,0.803571428571429,0.564732142857143,0.819277108433735,0.887205387205387,0.804292929292929
ensemble_model_v2_N8_B146_E154_nb_zones_4_mscn_svd,8,146,154, zones, mscn, svd,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.86363636 0.90909091 0.68181818 0.72727273 0.77272727],0.611111111111111,0.5,0.796703296703297,0.953271028037383,0.927272727272727,0.954545454545455,0.666666666666667,0.608695652173913,0.612040133779264,0.526315789473684,0.588235294117647,0.504643962848297,0.802139037433155,0.789473684210526,0.797035692679976
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4,10, low_bits_6, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.59       0.54362416 0.62080537 0.53355705 0.56711409],0.506787330316742,0.493212669683258,0.548821548821549,0.467905405405405,0.371313672922252,0.577747989276139,0.470873786407767,0.461904761904762,0.504659277504105,0.502222222222222,0.487068965517241,0.493534482758621,0.476050830889541,0.40993265993266,0.548821548821549
svm_model_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113,10, mscn, svdne,308,102,102,0.6015625,0.19921875,0.19921875, [0.72580645 0.74193548 0.69354839 0.75806452 0.68333333],0.734177215189873,0.746835443037975,0.753218884120172,0.731884057971015,0.655844155844156,0.75974025974026,0.778947368421053,0.86046511627907,0.721899224806201,0.743589743589744,0.805555555555556,0.751614987080103,0.743875278396436,0.716738197424893,0.753218884120172
svm_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdne,32,0,32,8, low_bits_4_shifted_2, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [1.         1.         0.99565217 0.99565217 0.99130435],0.5703125,0.643229166666667,0.842872008324662,1,1,1,0.566929133858268,0.548223350253807,0.570903118977171,0.607449856733524,0.576086956521739,0.64054347826087,0.839702760084926,0.825678496868476,0.842818501546271
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8,10, low_bits_2, svdn,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.86267606 0.86971831 0.89716312 0.90425532 0.86879433],0.851380042462845,0.861995753715499,0.896010186757216,0.92676431424767,0.984441301272984,0.922206506364922,0.852320675105485,0.885964912280702,0.852447476716482,0.868686868686869,0.892116182572614,0.861275482590655,0.90084985835694,0.946428571428571,0.896095641646489
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.99609375 1.         1.         1.         1.        ],0.673708920187793,0.664319248826291,0.867729831144465,1,1,1,0.687640449438202,0.735576923076923,0.675127911079746,0.678651685393258,0.702325581395349,0.66395899922848,0.870046082949309,0.888052681091251,0.867786864399695
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26,8, low_bits_6, svdne,1236,412,412,0.6,0.2,0.2, [1.         0.99596774 1.         0.99593496 1.        ],0.674757281553398,0.662621359223301,0.86747572815534,1,1,1,0.652849740932642,0.594339622641509,0.677169811320755,0.619178082191781,0.570707070707071,0.65918531105447,0.862606945143432,0.833657587548638,0.867410189123156
ensemble_model_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116,10, mscn, svd,288,96,96,0.6,0.2,0.2, [0.79310345 0.74137931 0.74137931 0.70689655 0.78571429],0.640449438202247,0.685393258426966,0.82618025751073,0.923636363636363,0.881944444444444,0.927083333333333,0.644444444444444,0.707317073170732,0.645325203252032,0.714285714285714,0.729166666666667,0.681656504065041,0.825053995680345,0.819742489270386,0.826180257510729
svm_model_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152,4, mscn, svdne,104,34,34,0.604651162790698,0.197674418604651,0.197674418604651, [0.95454545 0.77272727 0.95       0.95       0.9       ],0.529411764705882,0.617647058823529,0.796511627906977,0.941176470588235,0.923076923076923,0.942307692307692,0.529411764705882,0.45,0.546428571428571,0.518518518518519,0.538461538461538,0.602564102564102,0.785276073619632,0.752941176470588,0.796010818120352
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16,10, low_bits_4, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.99328859 1.         0.99324324 0.99662162 1.        ],0.766816143497758,0.79372197309417,0.917508417508418,1,1,1,0.773913043478261,0.794642857142857,0.766690797940798,0.803418803418803,0.846846846846847,0.793959137709138,0.918739635157545,0.932659932659933,0.917508417508417
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,1158,386,386,0.6,0.2,0.2, [1.         1.         0.99137931 0.99137931 0.99130435],0.818652849740933,0.800518134715026,0.923834196891192,1,1,1,0.831730769230769,0.896373056994819,0.818652849740933,0.806045340050378,0.837696335078534,0.800899449590549,0.925418569254186,0.947040498442368,0.923882193378371
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [1.         0.99579832 1.         0.99152542 0.99152542],0.690355329949239,0.736040609137056,0.885395537525355,1,1,1,0.730088495575221,0.774647887323944,0.682904054159209,0.751196172248804,0.872222222222222,0.746858774662513,0.889970788704966,0.927918781725888,0.885438620852812
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,1482,494,494,0.6,0.2,0.2, [0.79865772 0.75337838 0.78040541 0.75337838 0.80743243],0.662192393736018,0.68903803131991,0.836279461279461,0.932423208191126,0.921727395411606,0.933198380566802,0.666666666666667,0.653679653679654,0.662487974987975,0.680459770114943,0.685185185185185,0.688912938912939,0.834679133021674,0.826599326599327,0.836279461279461
ensemble_model_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113,10, mscn, svdne,288,96,96,0.6,0.2,0.2, [0.72413793 0.70689655 0.74137931 0.79310345 0.73214286],0.685393258426966,0.651685393258427,0.819742489270386,0.909090909090909,0.868055555555556,0.913194444444444,0.725490196078431,0.787234042553192,0.679331306990881,0.659340659340659,0.714285714285714,0.655015197568389,0.82051282051282,0.824034334763948,0.819742489270386
ensemble_model_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152,4, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.83333333 0.70833333 0.86363636 0.72727273 0.90909091],0.526315789473684,0.578947368421053,0.742105263157895,0.862385321100918,0.824561403508772,0.868421052631579,0.55,0.733333333333333,0.56231884057971,0.6,0.5,0.607142857142857,0.740740740740741,0.729166666666667,0.742242907801418
svm_model_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120,8, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.7826087  0.76086957 0.84782609 0.69565217 0.73913043],0.631578947368421,0.631578947368421,0.719895287958115,0.732984293193717,0.608695652173913,0.778260869565217,0.5625,0.473684210526316,0.631578947368421,0.575757575757576,0.463414634146341,0.645993031358885,0.666666666666667,0.551546391752577,0.722581706514587
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [1.         0.99666667 0.99666667 0.99666667 1.        ],0.517162471395881,0.501144164759725,0.819444444444444,1,1,1,0.645378151260504,0.876712328767123,0.516337815759708,0.641447368421052,0.894495412844037,0.502042226969964,0.841404805914972,0.957912457912458,0.819444444444444
ensemble_model_v2_N32_B84_E116_nb_zones_10_mscn_svd,32,84,116, zones, mscn, svd,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.72413793 0.81034483 0.75862069 0.75       0.75      ],0.677777777777778,0.644444444444444,0.843347639484979,0.957142857142857,0.937062937062937,0.958041958041958,0.650602409638554,0.54,0.695,0.58974358974359,0.575,0.6375,0.834467120181406,0.789699570815451,0.843347639484979
svm_model_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.74285714 0.67142857 0.73529412 0.88235294 0.73529412],0.704918032786885,0.704918032786885,0.748927038626609,0.713780918727915,0.587209302325581,0.76453488372093,0.709677419354839,0.647058823529412,0.712418300653595,0.653846153846154,0.62962962962963,0.697167755991285,0.705289672544081,0.600858369098712,0.748927038626609
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,1212,404,404,0.6,0.2,0.2, [1.         0.99586777 0.99173554 0.99586777 0.97933884],0.616336633663366,0.626237623762376,0.848019801980198,0.999175597691674,1,0.999174917491749,0.64203233256351,0.678048780487805,0.615406299791641,0.63080684596577,0.66839378238342,0.628035753750952,0.850608272506083,0.870517928286853,0.848152664930828
ensemble_model_v2_N4_B148_E152_nb_zones_4_mscn_svdne,4,148,152, zones, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.36363636 0.77272727 0.45454545 0.63636364 0.68181818],0.583333333333333,0.638888888888889,0.78021978021978,0.88,0.8,0.890909090909091,0.594594594594595,0.55,0.5875,0.628571428571429,0.647058823529412,0.639318885448916,0.767441860465116,0.717391304347826,0.780917874396135
ensemble_model_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26,8, lab, svdne,1290,430,430,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.581395348837209,0.602325581395349,0.836744186046512,1,1,1,0.587155963302752,0.571428571428571,0.581830790568655,0.57985257985258,0.543778801843318,0.602875316414617,0.835443037974684,0.820441988950276,0.836912723798446
svm_model_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154,4, mscn, svdne,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.65 0.9  0.7  0.9  0.9 ],0.636363636363636,0.636363636363636,0.765060240963855,0.823529411764706,0.7,0.85,0.68421052631579,0.764705882352941,0.632352941176471,0.538461538461538,0.466666666666667,0.622222222222222,0.738255033557047,0.670731707317073,0.763937282229965
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8,10, low_bits_3, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.88741722 0.87086093 0.90066225 0.90066225 0.88666667],0.753456221198157,0.76036866359447,0.882575757575757,0.956466069142126,0.990716180371353,0.954907161803714,0.762749445676275,0.807511737089202,0.754434601576275,0.775862068965517,0.81447963800905,0.759352495060863,0.887363746467501,0.925084175084175,0.882575757575758
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,1206,402,402,0.6,0.2,0.2, [0.94628099 0.94628099 0.95867769 0.94166667 0.95      ],0.77363184079602,0.791044776119403,0.904477611940298,0.986099754701553,1,0.985903814262023,0.779661016949153,0.74537037037037,0.775910991636798,0.786802030456853,0.798969072164948,0.791311459159397,0.905418719211823,0.90720631786772,0.904455716606879
ensemble_model_v2_N26_B87_E113_nb_zones_10_mscn_svdne,26,87,113, zones, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.73214286 0.71428571 0.61111111 0.75925926 0.75925926],0.626373626373626,0.692307692307692,0.81140350877193,0.909774436090225,0.883211678832117,0.912408759124088,0.666666666666667,0.723404255319149,0.623065764023211,0.708333333333333,0.772727272727273,0.694874274661509,0.814655172413793,0.828947368421053,0.81140350877193
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32,8, low_bits_4, svdne,1200,400,400,0.6,0.2,0.2, [1.         1.         0.99166667 0.99583333 1.        ],0.7675,0.76,0.9055,1,1,1,0.797385620915033,0.915,0.7675,0.785714285714286,0.88,0.76,0.910299003322259,0.959,0.9055
ensemble_model_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120,8, mscn, svdne,230,76,76,0.602094240837696,0.198952879581152,0.198952879581152, [0.69565217 0.60869565 0.67391304 0.73913043 0.65217391],0.710526315789474,0.763157894736842,0.853403141361257,0.928571428571428,0.904347826086956,0.930434782608696,0.738095238095238,0.96875,0.745738636363636,0.780487804878049,0.914285714285714,0.774216027874564,0.856410256410256,0.917582417582418,0.856291208791209
svm_model_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.61111111 0.58333333 0.61111111 0.5        0.75      ],0.7,0.6,0.726666666666667,0.74025974025974,0.633333333333333,0.777777777777778,0.689655172413793,0.689655172413793,0.699666295884316,0.6,0.642857142857143,0.602678571428571,0.698529411764706,0.646258503401361,0.725090036014406
ensemble_model_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4,10, lab, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.97972973 0.98648649 0.96621622 0.98310811 0.96598639],0.510022271714922,0.434298440979956,0.800505050505051,1,1,1,0.60573476702509,0.734782608695652,0.504377605717689,0.531365313653137,0.657534246575342,0.439636688505063,0.816136539953452,0.885521885521885,0.80050505050505
ensemble_model_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154,4, mscn, svdne,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.8  0.65 0.75 0.7  0.7 ],0.666666666666667,0.666666666666667,0.807228915662651,0.897959183673469,0.88,0.9,0.645161290322581,0.714285714285714,0.672932330827068,0.685714285714286,0.705882352941176,0.665441176470588,0.804878048780488,0.814814814814815,0.807407407407407
ensemble_model_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108,12, mscn, svdne,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.79411765 0.72058824 0.78787879 0.72727273 0.83333333],0.651515151515152,0.696969696969697,0.862660944206009,0.935384615384615,0.910179640718563,0.937125748502994,0.693333333333333,0.722222222222222,0.644444444444444,0.696969696969697,0.766666666666667,0.702777777777778,0.862660944206009,0.862660944206009,0.862660944206009
ensemble_model_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdne,26,0,26,8, low_bits_4_shifted_2, svdne,1128,376,376,0.6,0.2,0.2, [1.         0.98672566 1.         1.         1.        ],0.523936170212766,0.507978723404255,0.806382978723404,1,1,1,0.586605080831409,0.690217391304348,0.527400362318841,0.572748267898383,0.656084656084656,0.507186713069066,0.817452357071214,0.869797225186766,0.806584720758813
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,1616,538,538,0.600297176820208,0.199851411589896,0.199851411589896, [0.85802469 0.83950617 0.85493827 0.8447205  0.87888199],0.721052631578947,0.676315789473684,0.852693602693603,0.927414517096581,0.956683168316832,0.925123762376238,0.723958333333333,0.731578947368421,0.721052631578947,0.670241286863271,0.657894736842105,0.676315789473684,0.855610561056106,0.872895622895623,0.852693602693603
svm_model_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32,8, lab, svdne,1080,360,360,0.6,0.2,0.2, [0.99074074 0.99537037 0.98611111 0.99537037 0.99074074],0.575,0.583333333333333,0.83,0.997214484679666,0.994444444444444,0.997222222222222,0.598425196850394,0.626373626373626,0.574422768242993,0.601063829787234,0.642045454545455,0.584609683794466,0.833151581243184,0.850779510022272,0.830046074301601
svm_model_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40,8, low_bits_2, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.92741935 0.95121951 0.94308943 0.95934959 0.91869919],0.773170731707317,0.778048780487805,0.8864522417154,0.961386918833727,0.99025974025974,0.960227272727273,0.790067720090293,0.862068965517241,0.774029651840746,0.799116997792494,0.849765258215962,0.77513643621458,0.892378752886836,0.936046511627907,0.886160510715914
svm_model_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40,8, low_bits_3, svdne,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.9921875  0.9921875  0.98828125 0.99212598 0.99606299],0.804705882352941,0.778823529411765,0.913452492944497,0.994518402505873,0.995297805642633,0.994514106583072,0.81917211328976,0.908212560386474,0.807317289367549,0.800847457627119,0.859090909090909,0.775886917960089,0.916666666666666,0.950234741784037,0.913383157885421
ensemble_model_v2_N40_B80_E120_nb_zones_8_mscn_svdne,40,80,120, zones, mscn, svdne,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.75       0.84090909 0.68181818 0.65909091 0.73809524],0.680555555555556,0.569444444444444,0.831491712707182,0.966824644549763,0.935779816513762,0.967889908256881,0.634920634920635,0.714285714285714,0.686688311688312,0.575342465753425,0.583333333333333,0.569444444444444,0.824207492795389,0.826589595375723,0.831284215677279
ensemble_model_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152,6, mscn, svd,154,51,51,0.6015625,0.19921875,0.19921875, [0.78125    0.71875    0.83333333 0.86666667 0.8       ],0.588235294117647,0.627450980392157,0.8046875,0.93421052631579,0.922077922077922,0.935064935064935,0.588235294117647,0.652173913043478,0.593944099378882,0.677966101694915,0.689655172413793,0.617554858934169,0.809160305343511,0.821705426356589,0.804553500579869
svm_model_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113,12, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.75       0.67142857 0.87142857 0.77142857 0.77142857],0.701754385964912,0.649122807017544,0.791845493562232,0.825581395348837,0.806818181818182,0.829545454545455,0.701754385964912,0.740740740740741,0.703703703703704,0.655172413793104,0.633333333333333,0.65,0.788671023965142,0.776824034334764,0.791845493562232
ensemble_model_v2_N8_B146_E154_nb_zones_4_mscn_svdne,8,146,154, zones, mscn, svdne,130,43,43,0.601851851851852,0.199074074074074,0.199074074074074, [0.57692308 0.80769231 0.69230769 0.84615385 0.57692308],0.604651162790698,0.651162790697674,0.805555555555556,0.916666666666667,0.846153846153846,0.923076923076923,0.564102564102564,0.523809523809524,0.602813852813853,0.594594594594595,0.55,0.644565217391304,0.785714285714286,0.726415094339623,0.804116638078902
svm_model_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32,8, low_bits_5, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [1.         1.         0.99568966 1.         1.        ],0.671834625322997,0.664082687338501,0.867252066115703,1,1,1,0.710706150341686,0.768472906403941,0.666845148854144,0.678217821782178,0.717277486910995,0.664761192435089,0.871820448877805,0.896410256410256,0.867039675551642
svm_model_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8,10, lab, svdn,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.64084507 0.69366197 0.61971831 0.66549296 0.65957447],0.476694915254237,0.470338983050848,0.607959356477561,0.669745958429561,0.613540197461213,0.697461212976023,0.401937046004843,0.344398340248963,0.479558477483789,0.38423645320197,0.343612334801762,0.465683718421289,0.562795089707271,0.506372132540357,0.607616446017014
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdn,8,0,8,10, low_bits_4_shifted_2, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.87086093 0.86423841 0.83443709 0.85430464 0.79      ],0.548387096774194,0.548387096774194,0.756734006734007,0.877792378449409,0.885941644562334,0.876657824933687,0.611111111111111,0.7,0.546261682242991,0.589958158995816,0.658878504672897,0.549893797790994,0.769169329073482,0.810606060606061,0.756734006734007
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdn,4,0,4,10, low_bits_4_shifted_2, svdn,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.89556962 0.9335443  0.9335443  0.92675159 0.92038217],0.4025,0.3975,0.795875420875421,0.996825396825397,0.996192893401015,0.996827411167513,0.521042084168337,0.663265306122449,0.407613045218087,0.549532710280374,0.720588235294118,0.390906362545018,0.814105021080874,0.893939393939394,0.795875420875421
ensemble_model_v2_N16_B92_E108_nb_zones_12_mscn_svdne,16,92,108, zones, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.74285714 0.75       0.66176471 0.57352941 0.64705882],0.596774193548387,0.741935483870968,0.858369098712446,0.925373134328358,0.906432748538012,0.926900584795322,0.603174603174603,0.575757575757576,0.598223615464995,0.714285714285714,0.689655172413793,0.738766980146291,0.854625550660793,0.832618025751073,0.858369098712446
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4,10, low_bits_4, svdn,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.86858974 0.86538462 0.84935897 0.84294872 0.84516129],0.47921760391198,0.466992665036675,0.789983164983165,0.956687898089172,0.96405648267009,0.956354300385109,0.555323590814196,0.618604651162791,0.471673459602014,0.519823788546255,0.608247422680412,0.473891153200671,0.800639232920495,0.843434343434343,0.789983164983165
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26,10, low_bits_3, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.99300699 1.         0.9965035  1.         0.99295775],0.513684210526316,0.511578947368421,0.80513468013468,1,1,1,0.670470756062768,0.987394957983193,0.512684820763748,0.665706051873199,0.974683544303797,0.512551856185512,0.835873803615739,0.992424242424242,0.80513468013468
svm_model_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154,6, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.76470588 0.73529412 0.79411765 0.61764706 0.79411765],0.75,0.553571428571429,0.719858156028369,0.71830985915493,0.6,0.764705882352941,0.740740740740741,0.740740740740741,0.749680715197957,0.418604651162791,0.375,0.53125,0.669456066945607,0.588235294117647,0.715350523771152
ensemble_model_v2_N4_B148_E152_nb_zones_6_mscn_svd,4,148,152, zones, mscn, svd,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.69444444 0.82352941 0.58823529 0.61764706 0.76470588],0.719298245614035,0.631578947368421,0.793706293706294,0.865853658536585,0.825581395348837,0.872093023255814,0.733333333333333,0.733333333333333,0.718518518518519,0.631578947368421,0.642857142857143,0.631773399014778,0.790035587188612,0.770833333333333,0.793867370892019
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.99553571 1.         0.98660714 1.         0.98660714],0.587131367292225,0.603217158176944,0.838156484458735,1,1,1,0.675105485232068,0.833333333333333,0.579650092081031,0.682403433476395,0.828125,0.59638294198895,0.853398058252427,0.93114406779661,0.83704708812824
svm_model_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116,10, mscn, svdne,316,105,105,0.600760456273764,0.199619771863118,0.199619771863118, [0.75       0.734375   0.734375   0.79032258 0.69354839],0.706666666666667,0.666666666666667,0.742489270386266,0.736462093862816,0.645569620253165,0.768987341772152,0.725,0.707317073170732,0.706599713055954,0.615384615384615,0.588235294117647,0.659971305595409,0.71563981042654,0.648068669527897,0.742489270386266
svm_model_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120,10, mscn, svd,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.81666667 0.83333333 0.8        0.77586207 0.75862069],0.682352941176471,0.564705882352941,0.763948497854077,0.836879432624114,0.797297297297297,0.844594594594595,0.721649484536082,0.875,0.693055555555556,0.647619047619048,0.755555555555556,0.552777777777778,0.772727272727273,0.802575107296137,0.763948497854077
svm_model_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158,4, mscn, svd,148,49,49,0.601626016260163,0.199186991869919,0.199186991869919, [0.73333333 0.76666667 0.66666667 0.73333333 0.75      ],0.673469387755102,0.612244897959184,0.715447154471545,0.72,0.608108108108108,0.763513513513513,0.714285714285714,0.740740740740741,0.665824915824916,0.641509433962264,0.653846153846154,0.609531772575251,0.700854700854701,0.645669291338583,0.717792628862569
ensemble_model_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113,12, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.66666667 0.69444444 0.70833333 0.75714286 0.72857143],0.6,0.763636363636364,0.841201716738197,0.882175226586103,0.820224719101124,0.890449438202247,0.620689655172414,0.580645161290323,0.602822580645161,0.771929824561403,0.916666666666667,0.780913978494624,0.834080717488789,0.798283261802575,0.841201716738197
ensemble_model_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.60526316 0.72222222 0.63888889 0.80555556 0.58333333],0.7,0.6,0.847682119205298,0.977777777777778,0.967032967032967,0.978021978021978,0.666666666666667,0.692307692307692,0.699095022624434,0.625,0.645161290322581,0.598442714126808,0.845637583892617,0.851351351351351,0.847753597753598
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8,10, low_bits_5, svdn,1530,510,510,0.6,0.2,0.2, [0.90522876 0.83986928 0.8627451  0.86601307 0.8627451 ],0.548463356973995,0.531914893617021,0.765151515151515,0.889180327868852,0.886274509803921,0.889542483660131,0.506459948320414,0.485148514851485,0.545741678240222,0.524038461538462,0.493212669683258,0.533735047712916,0.760309278350516,0.744949494949495,0.765151515151515
ensemble_model_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158,4, mscn, svd,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.57692308 0.5        0.61538462 0.80769231 0.83333333],0.619047619047619,0.642857142857143,0.844339622641509,0.984375,0.984375,0.984375,0.68,0.708333333333333,0.604166666666667,0.680851063829787,0.727272727272727,0.638636363636364,0.853333333333333,0.872727272727273,0.843226381461676
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,1110,370,370,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.64054054054054,0.613513513513513,0.850810810810811,1,1,1,0.649076517150396,0.702857142857143,0.643736263736264,0.650366748166259,0.692708333333333,0.610399110486891,0.854583772391992,0.879609544468547,0.850903910165308
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.93877551 0.92517007 0.93197279 0.92808219 0.94520548],0.883516483516483,0.894505494505494,0.939393939393939,0.971504307488403,1,0.970668485675307,0.883002207505519,0.892857142857143,0.883658008658009,0.89873417721519,0.922077922077922,0.894074675324675,0.940886699507389,0.964646464646465,0.939393939393939
ensemble_model_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116,10, mscn, svdne,310,103,103,0.60077519379845,0.199612403100775,0.199612403100775, [0.64516129 0.62903226 0.72580645 0.70967742 0.75806452],0.705128205128205,0.602564102564102,0.854077253218884,0.953020134228188,0.916129032258064,0.954838709677419,0.666666666666667,0.605263157894737,0.702631578947368,0.575342465753425,0.525,0.604605263157895,0.845454545454545,0.798283261802575,0.854077253218884
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.99019608 0.99019608 0.9869281  0.99342105 1.        ],0.84,0.861176470588235,0.946127946127946,0.999345121152587,1,0.999344692005242,0.816216216216216,0.755,0.835277777777778,0.864367816091954,0.835555555555556,0.862777777777778,0.945111492281304,0.927609427609428,0.946127946127946
ensemble_model_v2_N8_B146_E154_nb_zones_6_mscn_svd,8,146,154, zones, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.55555556 0.52777778 0.63888889 0.47222222 0.5       ],0.830508474576271,0.677966101694915,0.871621621621622,0.947368421052632,0.910112359550562,0.949438202247191,0.821428571428572,0.851851851851852,0.832175925925926,0.677966101694915,0.769230769230769,0.687645687645688,0.867132867132867,0.873239436619718,0.871684653374794
ensemble_model_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120,10, mscn, svd,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.75       0.8        0.81666667 0.75       0.68965517],0.666666666666667,0.654761904761905,0.811158798283262,0.89198606271777,0.859060402684564,0.895973154362416,0.666666666666667,0.651162790697674,0.667044809982983,0.641975308641975,0.634146341463415,0.654282473057289,0.805309734513274,0.781115879828326,0.811158798283262
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.87588652 0.90070922 0.86170213 0.88571429 0.93214286],0.790598290598291,0.831196581196581,0.885567890691716,0.938720538720539,0.991465149359886,0.935277382645804,0.810810810810811,0.843373493975904,0.78698355064092,0.830835117773019,0.877828054298642,0.833650869254584,0.891497975708502,0.938618925831202,0.88547712758626
svm_model_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4,10, low_bits_3, svdne,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.97445255 0.91605839 0.95985401 0.91240876 0.95255474],0.730263157894737,0.75219298245614,0.870289219982472,0.956834532374101,0.970802919708029,0.956204379562044,0.73202614379085,0.746666666666667,0.73047619047619,0.751648351648351,0.74025974025974,0.752352092352092,0.871527777777778,0.879929886064855,0.870289219982472
ensemble_model_v2_N26_B87_E113_nb_zones_12_mscn_svd,26,87,113, zones, mscn, svd,342,114,114,0.6,0.2,0.2, [0.67142857 0.79411765 0.67647059 0.70588235 0.75      ],0.758064516129032,0.612903225806452,0.851931330472103,0.907407407407407,0.859649122807017,0.912280701754386,0.745762711864407,0.709677419354839,0.758064516129032,0.6,0.580645161290323,0.612903225806452,0.844243792325056,0.802575107296137,0.851931330472103
ensemble_model_v2_N16_B142_E158_nb_zones_4_mscn_svd,16,142,158, zones, mscn, svd,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.69230769 0.75       0.75       0.54166667 0.70833333],0.525,0.675,0.816831683168317,0.958677685950413,0.950819672131148,0.959016393442623,0.558139534883721,0.5,0.53125,0.518518518518519,0.5,0.634615384615385,0.806282722513089,0.777777777777778,0.816073354908306
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4,10, low_bits_5, svdn,1590,530,530,0.6,0.2,0.2, [0.86477987 0.88050314 0.87106918 0.88679245 0.86477987],0.50381679389313,0.501272264631043,0.826599326599327,0.986700443318556,0.979874213836478,0.986792452830189,0.565701559020044,0.613526570048309,0.497623500077918,0.554545454545455,0.655913978494624,0.509116409537167,0.833063209076175,0.865319865319865,0.826599326599326
svm_model_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152,6, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.63888889 0.79411765 0.76470588 0.76470588 0.76470588],0.56140350877193,0.543859649122807,0.692307692307692,0.741258741258741,0.616279069767442,0.784883720930233,0.576271186440678,0.566666666666667,0.561111111111111,0.551724137931034,0.516129032258065,0.546526054590571,0.661538461538461,0.585034013605442,0.695394704644448
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40,8, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.99166667 0.99166667 1.         0.9875     0.99583333],0.54,0.53,0.813,0.998330550918197,0.996666666666667,0.998333333333333,0.54,0.6,0.545454545454546,0.532338308457711,0.54040404040404,0.53010301030103,0.813,0.831288343558282,0.81339368254235
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdne,32,0,32,8, low_bits_4_shifted_2, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [1. 1. 1. 1. 1.],0.614973262032086,0.63903743315508,0.850961538461538,1,1,1,0.675675675675676,0.789473684210526,0.612128146453089,0.68677494199536,0.795698924731183,0.639870738961336,0.860430215107554,0.916844349680171,0.850820461777987
ensemble_model_v2_N32_B84_E116_nb_zones_10_mscn_svdne,32,84,116, zones, mscn, svdne,316,105,105,0.600760456273764,0.199619771863118,0.199619771863118, [0.703125   0.625      0.6875     0.77419355 0.72580645],0.546666666666667,0.693333333333333,0.841201716738197,0.94314381270903,0.892405063291139,0.946202531645569,0.575,0.575,0.544642857142857,0.676056338028169,0.685714285714286,0.692857142857143,0.835555555555556,0.8068669527897,0.841201716738197
ensemble_model_v2_N40_B80_E120_nb_zones_10_mscn_svd,40,80,120, zones, mscn, svd,306,102,102,0.6,0.2,0.2, [0.61290323 0.72580645 0.75806452 0.73333333 0.73333333],0.6875,0.6,0.841201716738197,0.94314381270903,0.92156862745098,0.944444444444444,0.705882352941176,0.769230769230769,0.689493433395872,0.619047619047619,0.634146341463415,0.599124452782989,0.841880341880342,0.84549356223176,0.841201716738197
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16,10, low_bits_6, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.99025974 1.         0.99675325 0.98376623 0.98701299],0.593301435406699,0.555023923444976,0.85016835016835,1,1,1,0.695340501792115,0.898148148148148,0.582737440410708,0.651685393258427,0.861386138613861,0.56495232856619,0.864741641337386,0.957912457912458,0.85016835016835
ensemble_model_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152,6, mscn, svdne,164,54,54,0.602941176470588,0.198529411764706,0.198529411764706, [0.67647059 0.82352941 0.59375    0.625      0.84375   ],0.611111111111111,0.666666666666667,0.768382352941176,0.84,0.768292682926829,0.853658536585366,0.60377358490566,0.551724137931034,0.615862068965517,0.666666666666667,0.620689655172414,0.670344827586207,0.754863813229572,0.692857142857143,0.770670995670996
ensemble_model_N16_B0_E16_nb_zones_10_lab_svd,16,0,16,10, lab, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [1.         0.99300699 1.         1.         1.        ],0.52,0.522105263157895,0.808501683501683,1,1,1,0.674285714285714,1,0.523012552301255,0.678014184397163,1,0.51906779661017,0.839279406570117,1,0.808501683501683
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26,10, low_bits_2, svd,1518,506,506,0.6,0.2,0.2, [0.92763158 0.95065789 0.95394737 0.96710526 0.9602649 ],0.694638694638695,0.736596736596737,0.883838383838384,0.979166666666667,0.990777338603425,0.978919631093544,0.611275964391691,0.476851851851852,0.696172404799165,0.679886685552408,0.563380281690141,0.735393844548774,0.876010781671159,0.820707070707071,0.883838383838384
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svdn,40,0,40, zones, lab, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.98706897 1.         1.         1.         1.        ],0.563636363636364,0.566233766233766,0.826064382139148,1,1,1,0.601895734597156,0.651282051282051,0.562483130904184,0.591687041564792,0.657608695652174,0.570097880164395,0.831404126824358,0.863113897596656,0.826293790903591
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4,10, low_bits_6, svdn,1512,504,504,0.6,0.2,0.2, [0.91447368 0.90066225 0.87086093 0.90066225 0.94370861],0.4375,0.481481481481482,0.7996632996633,0.99404367968233,0.993386243386243,0.994047619047619,0.4796573875803,0.502242152466368,0.435331602548973,0.513043478260869,0.564593301435407,0.484090372690797,0.804757998359311,0.825757575757576,0.7996632996633
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8,10, low_bits_4, svdn,1554,518,518,0.6,0.2,0.2, [0.91987179 0.92307692 0.92258065 0.89354839 0.91290323],0.644768856447689,0.598540145985402,0.852272727272727,0.974715549936789,0.992277992277992,0.974259974259974,0.682608695652174,0.71689497716895,0.639697488584475,0.622425629290618,0.708333333333333,0.605308219178082,0.858410649455426,0.895622895622896,0.852272727272727
ensemble_model_v2_N4_B148_E152_nb_zones_6_mscn_svdne,4,148,152, zones, mscn, svdne,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.69444444 0.61764706 0.67647059 0.73529412 0.73529412],0.56140350877193,0.68421052631579,0.772727272727273,0.855263157894737,0.755813953488372,0.872093023255814,0.418604651162791,0.346153846153846,0.544044665012407,0.666666666666667,0.580645161290323,0.694168734491315,0.738955823293173,0.643356643356643,0.772727272727273
svm_model_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4,10, low_bits_2, svdne,1386,462,462,0.6,0.2,0.2, [0.9352518  0.91007194 0.93884892 0.92391304 0.9384058 ],0.712121212121212,0.744588744588745,0.852813852813853,0.939166097060834,0.991341991341991,0.935786435786436,0.749529190207156,0.876651982378855,0.714921735870278,0.791519434628975,0.921810699588477,0.734877952533965,0.8671875,0.954428202923474,0.852105121514047
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,1278,426,426,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.52112676056338,0.537558685446009,0.811737089201878,1,1,1,0.571428571428571,0.641509433962264,0.521689296420384,0.587002096436059,0.651162790697674,0.536481869282487,0.82025997310623,0.858348968105066,0.811693281045014
svm_model_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154,6, mscn, svdne,194,64,64,0.602484472049689,0.198757763975155,0.198757763975155, [0.7        0.725      0.65789474 0.71052632 0.76315789],0.734375,0.828125,0.754658385093168,0.662251655629139,0.515463917525773,0.737113402061856,0.653061224489796,0.551724137931034,0.71871921182266,0.792452830188679,0.724137931034483,0.819211822660098,0.687747035573123,0.561290322580645,0.747711029553796
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdn,40,0,40, zones, low_bits_4_shifted_2, svdn,1236,412,412,0.6,0.2,0.2, [0.98790323 0.99596774 1.         0.99593496 0.98780488],0.650485436893204,0.669902912621359,0.864077669902913,1,1,1,0.68141592920354,0.743961352657005,0.650029456816307,0.697777777777778,0.744075829383886,0.668057815189456,0.869036482694107,0.896718146718147,0.863886417109073
svm_model_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.8        0.71428571 0.7        0.72058824 0.69117647],0.683333333333333,0.516666666666667,0.854077253218884,0.940828402366864,0.919075144508671,0.942196531791907,0.677966101694915,0.666666666666667,0.683333333333333,0.53968253968254,0.566666666666667,0.516666666666667,0.852173913043478,0.841201716738197,0.854077253218884
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svd,16,0,16,10, low_bits_4_shifted_2, svd,1542,514,514,0.6,0.2,0.2, [0.99354839 0.99675325 0.99350649 1.         0.99350649],0.513189448441247,0.537170263788969,0.833333333333333,1,1,1,0.64695652173913,0.911764705882353,0.521610052471693,0.668953687821612,0.915492957746479,0.528824910245788,0.853333333333333,0.96969696969697,0.833333333333333
svm_model_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158,4, mscn, svdne,136,45,45,0.601769911504425,0.199115044247788,0.199115044247788, [0.75       0.82142857 0.57142857 0.57692308 0.69230769],0.622222222222222,0.622222222222222,0.752212389380531,0.819672131147541,0.735294117647059,0.838235294117647,0.701754385964912,0.689655172413793,0.594827586206897,0.679245283018868,0.75,0.613095238095238,0.758620689655172,0.727272727272727,0.754112554112554
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.99568966 1.         0.99568966 1.         0.99568966],0.702072538860104,0.704663212435233,0.881469979296066,1,1,1,0.731934731934732,0.796954314720812,0.700064458947708,0.736111111111111,0.850267379679144,0.709053287829522,0.886689757545769,0.929460580912863,0.881569133431638
ensemble_model_v2_N26_B0_E26_nb_zones_8_lab_svdne,26,0,26, zones, lab, svdne,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [1. 1. 1. 1. 1.],0.605333333333333,0.610666666666667,0.843283582089552,1,1,1,0.707509881422925,0.917948717948718,0.592307692307692,0.71259842519685,0.957671957671958,0.607868236900495,0.862616822429906,0.974656810982049,0.842010859742908
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,1470,490,490,0.6,0.2,0.2, [0.86734694 0.94557823 0.91496599 0.91156463 0.92176871],0.746136865342163,0.7439293598234,0.884259259259259,0.970744680851064,0.993197278911565,0.970068027210884,0.763860369609856,0.853211009174312,0.750009759906305,0.772549019607843,0.838297872340426,0.740249853601405,0.890043982407037,0.936868686868687,0.884259259259259
svm_model_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32,8, low_bits_6, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.99130435 0.99565217 0.99565217 1.         0.99561404],0.617801047120419,0.630890052356021,0.84989539748954,1,1,1,0.633165829145729,0.732558139534884,0.628183831672204,0.653562653562654,0.707446808510638,0.632073919719237,0.853046594982079,0.89186295503212,0.850839452976182
svm_model_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.70454545 0.70454545 0.77272727 0.77272727],0.534246575342466,0.657534246575342,0.724043715846995,0.796116504854369,0.745454545454545,0.809090909090909,0.564102564102564,0.564102564102564,0.532051282051282,0.603174603174603,0.612903225806452,0.651689708141321,0.708933717579251,0.683333333333333,0.723387096774193
ensemble_model_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154,6, mscn, svdne,156,52,52,0.6,0.2,0.2, [0.65625    0.8125     0.71875    0.73333333 0.86666667],0.557692307692308,0.615384615384615,0.769230769230769,0.885906040268456,0.846153846153846,0.891025641025641,0.303030303030303,0.2,0.544444444444444,0.5,0.416666666666667,0.601190476190476,0.72972972972973,0.637795275590551,0.766266058847907
svm_model_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.75714286 0.78571429 0.73529412 0.79411765 0.73529412],0.786885245901639,0.672131147540984,0.770386266094421,0.764331210191083,0.697674418604651,0.784883720930232,0.8,0.896551724137931,0.792025862068966,0.615384615384615,0.5,0.681034482758621,0.751740139211137,0.695278969957082,0.770386266094421
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [1.         1.         0.99652778 0.99652778 0.99305556],0.630901287553648,0.622317596566524,0.853535353535353,1,1,1,0.692857142857143,0.836206896551724,0.631778661951076,0.678832116788321,0.794871794871795,0.62157382847038,0.863636363636364,0.927609427609428,0.853535353535353
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8,10, low_bits_6, svdn,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.79251701 0.77054795 0.82876712 0.83219178 0.84246575],0.564551422319475,0.538293216630197,0.732323232323232,0.852480417754569,0.893296853625171,0.845417236662107,0.564551422319475,0.5375,0.565985023041475,0.523702031602709,0.534562211981567,0.538114439324117,0.738486842105263,0.755892255892256,0.732323232323232
ensemble_model_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158,4, mscn, svdne,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.84615385 0.75       0.75       0.83333333 0.70833333],0.575,0.575,0.792079207920792,0.929824561403509,0.868852459016393,0.934426229508197,0.604651162790698,0.619047619047619,0.572681704260652,0.54054054054054,0.476190476190476,0.580200501253133,0.783505154639175,0.737864077669903,0.793174463077376
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16,10, low_bits_5, svd,1674,558,558,0.6,0.2,0.2, [0.99107143 0.99702381 0.98502994 1.         1.        ],0.524216524216524,0.555555555555556,0.864057239057239,1,1,1,0.657084188911704,0.919540229885058,0.52756672511202,0.668085106382979,0.887005649717514,0.552698227157608,0.877232991258077,0.971380471380471,0.864057239057239
ensemble_model_v2_N8_B146_E154_nb_zones_6_mscn_svdne,8,146,154, zones, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.83333333 0.77777778 0.52777778 0.66666667 0.70588235],0.610169491525424,0.661016949152542,0.793918918918919,0.895348837209302,0.865168539325843,0.898876404494382,0.596491228070176,0.653846153846154,0.614801864801865,0.655172413793104,0.612903225806452,0.663594470046083,0.787456445993031,0.773972602739726,0.79365296803653
ensemble_model_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.63636364 0.63636364 0.75       0.72727273],0.657534246575342,0.616438356164384,0.800546448087432,0.900990099009901,0.827272727272727,0.909090909090909,0.615384615384615,0.555555555555556,0.656156156156156,0.658536585365854,0.658536585365854,0.610518292682927,0.790830945558739,0.737967914438503,0.801944851074
ensemble_model_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116,12, mscn, svd,366,122,122,0.6,0.2,0.2, [0.71621622 0.75675676 0.78378378 0.80555556 0.70833333],0.56,0.72,0.849785407725322,0.904494382022472,0.879781420765027,0.907103825136612,0.645161290322581,0.769230769230769,0.551282051282051,0.730769230769231,0.791666666666667,0.72275641025641,0.851063829787234,0.858369098712446,0.849785407725322
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svdn,4,0,4, zones, lab, svdn,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.98275862 0.97931034 0.99305556 0.96875    0.98263889],0.506437768240343,0.510729613733906,0.806818181818182,0.999306999306999,0.998614958448754,0.999307479224377,0.578754578754579,0.666666666666667,0.503639010189229,0.592857142857143,0.724890829694323,0.514344149024377,0.819929384072185,0.87962962962963,0.806818181818182
ensemble_model_v2_N16_B142_E158_nb_zones_4_mscn_svdne,16,142,158, zones, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.69230769 0.65384615 0.66666667 0.70833333 0.58333333],0.707317073170732,0.707317073170732,0.830097087378641,0.904347826086956,0.838709677419355,0.911290322580645,0.727272727272727,0.615384615384615,0.741025641025641,0.666666666666667,0.631578947368421,0.702153110047847,0.82051282051282,0.747663551401869,0.833427735296894
svm_model_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120,10, mscn, svdne,278,92,92,0.601731601731602,0.199134199134199,0.199134199134199, [0.76785714 0.80357143 0.76785714 0.75       0.7962963 ],0.652173913043478,0.673913043478261,0.744588744588745,0.772357723577236,0.683453237410072,0.798561151079137,0.609756097560976,0.555555555555556,0.650118203309693,0.625,0.531914893617021,0.677068557919622,0.71078431372549,0.627705627705628,0.744588744588745
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40,8, low_bits_4, svdne,1358,452,452,0.600353669319186,0.199823165340407,0.199823165340407, [1.         0.99264706 1.         1.         1.        ],0.752212389380531,0.747787610619469,0.900088417329797,1,1,1,0.740740740740741,0.707964601769911,0.752212389380531,0.732394366197183,0.687224669603524,0.748056779246207,0.898014440433213,0.878975265017668,0.900107101535382
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40,8, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.95798319 0.94957983 0.96218487 0.97058824 0.94117647],0.830808080808081,0.828282828282828,0.915237134207871,0.973017170891251,1,0.972268907563025,0.845977011494253,0.934010152284264,0.831326684182333,0.847533632286996,0.908653846153846,0.824007774140753,0.920152091254753,0.968,0.914753564154786
ensemble_model_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113,12, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.77142857 0.78571429 0.7        0.70588235 0.69117647],0.683333333333333,0.733333333333333,0.873390557939914,0.926829268292683,0.878612716763006,0.930635838150289,0.641509433962264,0.653846153846154,0.679864253393665,0.757575757575758,0.735294117647059,0.733031674208145,0.868008948545861,0.832618025751073,0.873390557939914
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40,8, low_bits_3, svdne,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.9795082  0.98360656 0.97540984 0.98760331 0.97933884],0.807407407407407,0.849382716049383,0.93040473840079,0.998357963875205,1,0.998355263157895,0.789189189189189,0.744897959183674,0.805463333658822,0.842377260981912,0.810945273631841,0.849100087796312,0.928607594936709,0.912437810945274,0.930263959341393
svm_model_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154,8, mscn, svd,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.67307692 0.69230769 0.78       0.8        0.64      ],0.69047619047619,0.69047619047619,0.73696682464455,0.746781115879828,0.68503937007874,0.767716535433071,0.729166666666667,0.777777777777778,0.683760683760684,0.717391304347826,0.804878048780488,0.693136698808849,0.736342042755345,0.727699530516432,0.73705550688501
ensemble_model_v2_N4_B148_E152_nb_zones_8_mscn_svd,4,148,152, zones, mscn, svd,212,70,70,0.602272727272727,0.198863636363636,0.198863636363636, [0.63636364 0.64285714 0.64285714 0.69047619 0.64285714],0.757142857142857,0.685714285714286,0.84375,0.920792079207921,0.877358490566038,0.924528301886792,0.690909090909091,0.575757575757576,0.747338247338247,0.607142857142857,0.566666666666667,0.670833333333333,0.824281150159744,0.763313609467456,0.840673198176351
ensemble_model_v2_N26_B0_E26_nb_zones_8_low_bits_4_shifted_2_svdne,26,0,26, zones, low_bits_4_shifted_2, svdne,1254,418,418,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.614832535885167,0.643540669856459,0.851674641148325,1,1,1,0.672097759674134,0.781990521327014,0.613217482885729,0.698989898989899,0.823809523809524,0.642673992673993,0.861607142857143,0.920801526717557,0.851475619404844
svm_model_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.73684211 0.75       0.72222222 0.69444444 0.63888889],0.683333333333333,0.65,0.731788079470199,0.754491017964072,0.692307692307692,0.774725274725275,0.732394366197183,0.764705882352941,0.670814479638009,0.686567164179104,0.657142857142857,0.648571428571429,0.734426229508197,0.7,0.733802816901408
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdn,4,0,4, zones, low_bits_4_shifted_2, svdn,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.89007092 0.92553191 0.90425532 0.91785714 0.90714286],0.44017094017094,0.438034188034188,0.769427839453459,0.98927805575411,0.984352773826458,0.989331436699858,0.5,0.555084745762712,0.439180303915839,0.513863216266174,0.606986899563319,0.441568763589191,0.780844155844156,0.823630136986301,0.769566346176285
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26,10, low_bits_4, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [1. 1. 1. 1. 1.],0.538636363636364,0.520454545454546,0.825757575757576,1,1,1,0.685271317829457,1,0.536529680365297,0.674884437596302,1,0.52262443438914,0.851612903225806,1,0.825757575757576
ensemble_model_v2_N32_B84_E116_nb_zones_12_mscn_svd,32,84,116, zones, mscn, svd,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.79411765 0.76470588 0.72058824 0.73529412 0.75      ],0.555555555555556,0.698412698412698,0.839055793991416,0.911392405063291,0.847058823529412,0.91764705882353,0.548387096774194,0.45945945945946,0.575883575883576,0.595744680851064,0.538461538461538,0.674636174636175,0.823529411764706,0.751072961373391,0.839055793991416
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32,8, low_bits_5, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [1. 1. 1. 1. 1.],0.567237163814181,0.540342298288508,0.821603128054741,1,1,1,0.532981530343008,0.457013574660633,0.576911042649466,0.465909090909091,0.422680412371134,0.534596020139055,0.81368044920878,0.774538386783285,0.821880796144838
ensemble_model_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32,8, lab, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [1. 1. 1. 1. 1.],0.548387096774194,0.568238213399504,0.823412698412698,1,1,1,0.617647058823529,0.717073170731707,0.545405272234541,0.609865470852018,0.673267326732673,0.567976946948426,0.833020637898687,0.877470355731225,0.823197329260035
ensemble_model_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154,8, mscn, svd,216,72,72,0.6,0.2,0.2, [0.72727273 0.68181818 0.65909091 0.76190476 0.66666667],0.611111111111111,0.541666666666667,0.8,0.946859903381642,0.907407407407407,0.949074074074074,0.6,0.552631578947368,0.614551083591331,0.521739130434783,0.486486486486487,0.543243243243243,0.791907514450867,0.748633879781421,0.800870612207095
ensemble_model_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120,10, mscn, svdne,312,104,104,0.6,0.2,0.2, [0.75       0.80645161 0.74193548 0.64516129 0.70967742],0.766233766233766,0.753246753246753,0.86480686695279,0.912162162162162,0.865384615384615,0.916666666666667,0.8,0.837209302325581,0.756839945280438,0.759493670886076,0.882352941176471,0.766757865937073,0.864516129032258,0.862660944206009,0.86480686695279
ensemble_model_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158,6, mscn, svd,204,68,68,0.6,0.2,0.2, [0.5952381  0.69047619 0.675      0.7        0.675     ],0.661764705882353,0.735294117647059,0.855882352941176,0.95959595959596,0.931372549019608,0.96078431372549,0.684931506849315,0.735294117647059,0.661764705882353,0.75,0.931034482758621,0.760389036251105,0.857142857142857,0.890909090909091,0.856883116883117
ensemble_model_v2_N26_B87_E113_nb_zones_12_mscn_svdne,26,87,113, zones, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.71428571 0.66176471 0.61764706 0.76470588 0.69117647],0.725806451612903,0.774193548387097,0.862660944206009,0.899082568807339,0.859649122807017,0.903508771929825,0.738461538461538,0.75,0.725,0.75,0.7,0.771875,0.857142857142857,0.824034334763948,0.862660944206009
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.82565789 0.82565789 0.84210526 0.86423841 0.81456954],0.562790697674419,0.6,0.821969696969697,0.958796599084369,0.967018469656992,0.95844327176781,0.585903083700441,0.624413145539906,0.563358646502672,0.617777777777778,0.640552995391705,0.599619220700547,0.826140567200986,0.845959595959596,0.821969696969697
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32,10, low_bits_3, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.99662162 0.99324324 0.99662162 0.99662162 0.98979592],0.530066815144766,0.510022271714922,0.818602693602693,1,1,1,0.677862595419847,0.961038961038961,0.517216728225902,0.657320872274143,0.967889908256881,0.522905993089479,0.844684684684685,0.986531986531986,0.818602693602694
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4,10, low_bits_3, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.98344371 0.97350993 0.96688742 0.96688742 0.97666667],0.783410138248848,0.741935483870968,0.908249158249158,0.992042440318302,0.992042440318302,0.992042440318302,0.813492063492063,0.876068376068376,0.775534188034188,0.756521739130435,0.87,0.751239316239316,0.911812297734628,0.948653198653198,0.908249158249158
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdn,8,0,8,10, low_bits_4_shifted_2, svdn,1512,504,504,0.6,0.2,0.2, [0.95394737 0.95695364 0.96357616 0.97019868 0.90066225],0.604166666666667,0.574074074074074,0.847222222222222,0.994694960212202,0.992063492063492,0.994708994708995,0.692998204667863,0.877272727272727,0.59901372212693,0.648854961832061,0.80188679245283,0.578216123499142,0.859791425260718,0.936868686868687,0.847222222222222
ensemble_model_v2_N8_B146_E154_nb_zones_8_mscn_svd,8,146,154, zones, mscn, svd,216,72,72,0.6,0.2,0.2, [0.79545455 0.72727273 0.70454545 0.76190476 0.66666667],0.708333333333333,0.625,0.822222222222222,0.920792079207921,0.861111111111111,0.925925925925926,0.533333333333333,0.428571428571429,0.657467532467532,0.542372881355932,0.421052631578947,0.636996904024768,0.790849673202614,0.695402298850575,0.818131256952169
svm_model_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163,4, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.73076923 0.76923077 0.70833333 0.83333333 0.75      ],0.585365853658537,0.731707317073171,0.776699029126214,0.844827586206896,0.790322580645161,0.854838709677419,0.564102564102564,0.578947368421053,0.584928229665072,0.702702702702703,0.8125,0.74625,0.760416666666667,0.752577319587629,0.775371228601154
ensemble_model_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8,10, lab, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.98717949 0.99038462 0.96794872 0.99354839 0.97741935],0.482926829268293,0.490243902439024,0.822811447811448,1,1,1,0.5,0.560846560846561,0.488568076803371,0.567287784679089,0.619909502262443,0.479266920443391,0.82907023954527,0.859427609427609,0.822811447811448
ensemble_model_v2_N16_B142_E158_nb_zones_6_mscn_svd,16,142,158, zones, mscn, svd,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.65789474 0.63157895 0.65789474 0.65789474 0.68421053],0.507936507936508,0.650793650793651,0.778481012658228,0.91005291005291,0.905263157894737,0.910526315789474,0.586666666666667,0.758620689655172,0.526369168356998,0.694444444444444,0.757575757575758,0.645454545454545,0.791666666666667,0.847133757961784,0.778912790930577
svm_model_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8,10, low_bits_2, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.88607595 0.92405063 0.92038217 0.92038217 0.92356688],0.790523690773067,0.773067331670823,0.873737373737374,0.924196482716798,0.968233799237611,0.920584498094028,0.8125,0.892156862745098,0.788718025281178,0.793650793650794,0.888324873096447,0.7750447894894,0.881796690307329,0.941919191919192,0.873737373737374
ensemble_model_v2_N40_B80_E120_nb_zones_10_mscn_svdne,40,80,120, zones, mscn, svdne,300,100,100,0.6,0.2,0.2, [0.71666667 0.75       0.75       0.76666667 0.78333333],0.590361445783132,0.662650602409639,0.847639484978541,0.96969696969697,0.96,0.97,0.604651162790698,0.65,0.592441860465116,0.681818181818182,0.697674418604651,0.661337209302326,0.849256900212314,0.858369098712446,0.847639484978541
svm_model_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152,8, mscn, svdne,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.67391304 0.80434783 0.7173913  0.65909091 0.75      ],0.786666666666667,0.653333333333333,0.765957446808511,0.785046728971962,0.743362831858407,0.79646017699115,0.757575757575758,0.714285714285714,0.782142857142857,0.580645161290323,0.486486486486487,0.651137980085348,0.742690058479532,0.686486486486486,0.764709211829631
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16,10, low_bits_3, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.89144737 0.875      0.90131579 0.91118421 0.92434211],0.810747663551402,0.801401869158878,0.883417508417508,0.929879974731522,0.968421052631579,0.926973684210526,0.825053995680345,0.876146788990826,0.809501965923984,0.802784222737819,0.823809523809524,0.801813018785496,0.888171174808236,0.925925925925926,0.883417508417508
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8,10, low_bits_5, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.94217687 0.94557823 0.91156463 0.92123288 0.94178082],0.534065934065934,0.551648351648352,0.814393939393939,0.982841455044612,0.976807639836289,0.982946793997272,0.608856088560886,0.723684210526316,0.533648272664039,0.604651162790698,0.687224669603524,0.551945668135095,0.824652087475149,0.872895622895623,0.814393939393939
svm_model_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40,8, low_bits_6, svdne,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [1.         1.         0.99590164 1.         1.        ],0.519704433497537,0.576354679802956,0.819389763779527,1,1,1,0.520884520884521,0.484018264840183,0.522757795521695,0.530054644808743,0.521505376344086,0.572116324535679,0.815855494229804,0.800985221674877,0.819371666884636
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16,10, low_bits_2, svdn,1518,506,506,0.6,0.2,0.2, [0.875      0.90789474 0.86842105 0.87828947 0.88410596],0.792540792540793,0.818181818181818,0.866161616161616,0.90719114935464,0.972332015810277,0.900527009222661,0.806100217864924,0.898058252427184,0.796562758500588,0.84016393442623,0.919282511210762,0.814010187644216,0.876456876456876,0.94949494949495,0.866161616161616
ensemble_model_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163,4, mscn, svd,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.80769231 0.70833333 0.70833333 0.875      0.70833333],0.725,0.775,0.881188118811881,0.966101694915254,0.934426229508197,0.967213114754098,0.685714285714286,0.705882352941176,0.722506393861893,0.769230769230769,0.75,0.775,0.875,0.857142857142857,0.880494505494506
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4,10, low_bits_2, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.93       0.91666667 0.95       0.96333333 0.91946309],0.792710706150342,0.792710706150342,0.892255892255892,0.952745849297573,0.995994659546061,0.95060080106809,0.814663951120163,0.87719298245614,0.789307391702004,0.802603036876356,0.876777251184834,0.795844765943294,0.898332009531374,0.952020202020202,0.892255892255892
ensemble_model_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152,8, mscn, svdne,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.65909091 0.84090909 0.72727273 0.75       0.64285714],0.666666666666667,0.652777777777778,0.806629834254144,0.898550724637681,0.853211009174312,0.903669724770642,0.6,0.6,0.657142857142857,0.675324675324675,0.619047619047619,0.65952380952381,0.796511627906977,0.756906077348066,0.806629834254144
ensemble_model_v2_N26_B137_E163_nb_zones_4_mscn_svd,26,137,163, zones, mscn, svd,102,34,34,0.6,0.2,0.2, [0.72727273 0.6        0.5        0.8        0.6       ],0.735294117647059,0.676470588235294,0.864705882352941,0.96969696969697,0.941176470588235,0.970588235294117,0.742857142857143,0.8125,0.739583333333333,0.645161290322581,0.666666666666667,0.675438596491228,0.860606060606061,0.865853658536585,0.864745011086474
svm_model_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120,12, mscn, svd,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.77777778 0.70833333 0.70833333 0.75       0.78571429],0.462962962962963,0.537037037037037,0.88412017167382,1,1,1,0.567164179104478,0.655172413793103,0.447586206896552,0.590163934426229,0.72,0.549655172413793,0.888888888888889,0.927038626609442,0.88412017167382
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32,10, low_bits_2, svd,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.97741935 0.98387097 0.97741935 0.97096774 0.97419355],0.699757869249395,0.772397094430993,0.898148148148148,0.984732824427481,0.998709677419355,0.984516129032258,0.693069306930693,0.686274509803922,0.699596585045502,0.770731707317073,0.755980861244019,0.772598273759264,0.898575020955574,0.902356902356902,0.898148148148148
svm_model_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.75714286 0.57142857 0.70588235 0.69117647 0.73529412],0.721311475409836,0.836065573770492,0.768240343347639,0.746081504702194,0.691860465116279,0.76453488372093,0.779220779220779,0.810810810810811,0.697072072072072,0.814814814814815,0.916666666666667,0.850225225225225,0.76,0.733905579399142,0.768240343347639
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_4_shifted_2_svdne,32,0,32, zones, low_bits_4_shifted_2, svdne,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.99568966 1.         1.         1.         1.        ],0.637305699481865,0.676165803108808,0.862836438923396,1,1,1,0.688888888888889,0.828877005347593,0.643081718754199,0.71395881006865,0.804123711340206,0.675499355670103,0.870542256961407,0.927159209157128,0.863167658131602
svm_model_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154,8, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.72727273 0.75       0.72727273 0.68181818 0.68181818],0.657534246575342,0.616438356164384,0.699453551912568,0.674285714285714,0.536363636363636,0.740909090909091,0.390243902439024,0.242424242424242,0.621212121212121,0.533333333333333,0.4,0.639393939393939,0.601449275362319,0.453551912568306,0.699453551912568
ensemble_model_v2_N4_B148_E152_nb_zones_8_mscn_svdne,4,148,152, zones, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.66666667 0.67391304 0.60869565 0.5        0.91304348],0.662337662337662,0.74025974025974,0.83419689119171,0.918181818181818,0.870689655172414,0.922413793103448,0.606060606060606,0.512820512820513,0.664304993252362,0.714285714285714,0.714285714285714,0.738095238095238,0.820224719101124,0.768421052631579,0.833190118152524
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.85987261 0.9044586  0.87179487 0.90705128 0.87179487],0.475369458128079,0.475369458128079,0.807239057239057,0.979354838709677,0.970588235294117,0.979539641943734,0.508083140877598,0.56701030927835,0.479259871620307,0.525612472160356,0.556603773584906,0.471600855864618,0.811677631578947,0.830808080808081,0.807239057239057
svm_model_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158,6, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.78947368 0.84210526 0.63157895 0.65789474 0.58333333],0.693548387096774,0.596774193548387,0.682692307692308,0.670658682634731,0.595744680851064,0.707446808510638,0.732394366197183,0.787878787878788,0.687042842215256,0.615384615384615,0.714285714285714,0.607142857142857,0.673267326732673,0.658064516129032,0.682535442777892
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.94827586 0.96896552 0.94482759 0.95517241 0.95862069],0.596112311015119,0.591792656587473,0.837542087542088,0.993103448275862,0.993103448275862,0.993103448275862,0.654343807763401,0.762931034482759,0.595751231527094,0.653211009174312,0.770562770562771,0.592177937005523,0.847791798107255,0.904882154882155,0.837542087542088
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.92       0.88       0.93666667 0.93288591 0.88926174],0.386363636363636,0.456818181818182,0.775252525252525,0.983255190890824,0.981283422459893,0.983288770053476,0.405286343612335,0.444444444444444,0.389604196471149,0.486021505376344,0.484978540772532,0.455049656859696,0.778606965174129,0.79040404040404,0.775252525252525
svm_model_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8,10, low_bits_3, svdne,1578,526,526,0.6,0.2,0.2, [0.98101266 0.96835443 0.97151899 0.97151899 0.97133758],0.721804511278195,0.776942355889724,0.903619528619529,0.981587301587302,0.979721166032953,0.981622306717364,0.720403022670025,0.700980392156863,0.722285067873303,0.7735368956743,0.77948717948718,0.776998491704374,0.903171247357294,0.898989898989899,0.903619528619529
ensemble_model_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154,8, mscn, svdne,210,70,70,0.6,0.2,0.2, [0.66666667 0.66666667 0.71428571 0.71428571 0.61904762],0.6,0.657142857142857,0.782857142857143,0.877551020408163,0.819047619047619,0.885714285714286,0.461538461538462,0.444444444444444,0.571059431524548,0.666666666666667,0.648648648648649,0.657657657657658,0.7625,0.72189349112426,0.780836248324561
ensemble_model_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120,12, mscn, svd,326,108,108,0.601476014760148,0.199261992619926,0.199261992619926, [0.81818182 0.72727273 0.8030303  0.796875   0.78125   ],0.628571428571429,0.771428571428571,0.862660944206009,0.93167701863354,0.920245398773006,0.932515337423313,0.606060606060606,0.512820512820513,0.643507030603805,0.714285714285714,0.645161290322581,0.758478081058726,0.855855855855856,0.815450643776824,0.862660944206009
ensemble_model_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116,12, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.7        0.75       0.75       0.73529412 0.69117647],0.661290322580645,0.709677419354839,0.849785407725322,0.906344410876133,0.87719298245614,0.909356725146199,0.655737704918033,0.666666666666667,0.661458333333333,0.689655172413793,0.625,0.7125,0.844444444444444,0.815450643776824,0.849785407725322
svm_model_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152,10, mscn, svd,280,93,93,0.600858369098712,0.199570815450644,0.199570815450644, [0.73214286 0.625      0.73214286 0.71428571 0.75      ],0.612903225806452,0.720430107526882,0.710300429184549,0.657276995305164,0.5,0.739285714285714,0.5,0.391304347826087,0.61054579093432,0.648648648648649,0.51063829787234,0.722710453283996,0.623955431754875,0.48068669527897,0.710300429184549
ensemble_model_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158,6, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.57894737 0.65789474 0.52631579 0.73684211 0.57894737],0.53968253968254,0.650793650793651,0.810126582278481,0.951351351351351,0.926315789473684,0.952631578947368,0.567164179104478,0.527777777777778,0.541666666666667,0.676470588235294,0.696969696969697,0.648484848484848,0.8125,0.792682926829268,0.810815147625161
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26,10, low_bits_3, svd,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.99044586 0.98407643 0.99358974 0.9775641  0.99038462],0.827586206896552,0.842364532019704,0.943602693602693,1,1,1,0.84375,0.921951219512195,0.826647251547142,0.851162790697674,0.91044776119403,0.843028758645795,0.945126945126945,0.971380471380471,0.943602693602693
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26,10, low_bits_5, svd,1458,486,486,0.6,0.2,0.2, [1.         1.         1.         1.         0.99655172],0.514161220043573,0.485838779956427,0.806818181818182,1,1,1,0.679136690647482,1,0.5,0.653958944281525,1,0.5,0.838095238095238,1,0.806818181818182
svm_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdne,40,0,40,8, low_bits_4_shifted_2, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.99576271 1.         1.         0.9957265  1.        ],0.59846547314578,0.603580562659846,0.840490797546012,1,1,1,0.574525745257453,0.519607843137255,0.60204991087344,0.542772861356932,0.481675392670157,0.600837696335079,0.834218916046759,0.79938900203666,0.840659593420794
svm_model_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40,8, lab, svdne,1206,402,402,0.6,0.2,0.2, [1.         1.         1.         1.         0.99583333],0.609452736318408,0.559701492537313,0.833830845771144,1,1,1,0.544927536231884,0.439252336448598,0.62122191290515,0.452012383900929,0.386243386243386,0.549929204858782,0.821771611526147,0.765407554671968,0.83389899645949
ensemble_model_v2_N8_B146_E154_nb_zones_8_mscn_svdne,8,146,154, zones, mscn, svdne,216,72,72,0.6,0.2,0.2, [0.79545455 0.81818182 0.77272727 0.71428571 0.76190476],0.611111111111111,0.722222222222222,0.794444444444444,0.868686868686869,0.796296296296296,0.87962962962963,0.481481481481482,0.371428571428571,0.604633204633205,0.642857142857143,0.5625,0.70625,0.75974025974026,0.668571428571429,0.791042471042471
svm_model_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163,4, mscn, svdne,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.76666667 0.71428571 0.85714286 0.71428571 0.75      ],0.723404255319149,0.702127659574468,0.796610169491525,0.842105263157895,0.788732394366197,0.852112676056338,0.745098039215686,0.678571428571429,0.734022556390977,0.681818181818182,0.681818181818182,0.700909090909091,0.789473684210526,0.743801652892562,0.79798778296802
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.99553571 0.98660714 0.99553571 0.99107143 0.99553571],0.809651474530831,0.798927613941019,0.920685959271168,0.998211091234347,0.996428571428571,0.998214285714286,0.824691358024691,0.856410256410256,0.807418611351196,0.797843665768194,0.831460674157303,0.800345721694036,0.921858500527983,0.935691318327974,0.920685959271168
ensemble_model_v2_N16_B142_E158_nb_zones_6_mscn_svdne,16,142,158, zones, mscn, svdne,168,56,56,0.6,0.2,0.2, [0.79411765 0.73529412 0.70588235 0.79411765 0.8125    ],0.607142857142857,0.678571428571429,0.835714285714286,0.963414634146342,0.94047619047619,0.964285714285714,0.645161290322581,0.689655172413793,0.604086845466156,0.590909090909091,0.590909090909091,0.663101604278075,0.82962962962963,0.82962962962963,0.835504469987229
ensemble_model_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152,10, mscn, svd,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.59677419 0.74193548 0.66666667 0.65       0.6       ],0.666666666666667,0.716049382716049,0.828326180257511,0.894366197183098,0.835526315789474,0.901315789473684,0.696629213483146,0.659574468085106,0.6680225281602,0.701298701298701,0.794117647058823,0.726846057571965,0.822222222222222,0.793991416309013,0.82832618025751
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svd,16,0,16, zones, lab, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [1.         1.         0.99354839 1.         1.        ],0.525301204819277,0.513253012048193,0.832070707070707,1,1,1,0.664395229982964,0.933014354066986,0.522332419751939,0.658783783783784,0.946601941747573,0.516363171830724,0.853577981651376,0.978956228956229,0.832070707070707
ensemble_model_v2_N32_B84_E116_nb_zones_12_mscn_svdne,32,84,116, zones, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.76470588 0.76470588 0.82352941 0.76470588 0.68181818],0.671875,0.734375,0.869098712446352,0.928792569659443,0.887573964497041,0.931952662721894,0.631578947368421,0.5625,0.671875,0.73015873015873,0.71875,0.734375,0.862302483069977,0.819742489270386,0.869098712446352
ensemble_model_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32,8, low_bits_6, svdne,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [1. 1. 1. 1. 1.],0.635265700483092,0.620772946859903,0.851351351351351,1,1,1,0.62716049382716,0.647959183673469,0.635906197341322,0.634032634032634,0.623853211009174,0.620600074892342,0.851780558229066,0.854247104247104,0.851351351351351
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,1338,446,446,0.6,0.2,0.2, [0.98880597 1.         1.         1.         1.        ],0.576233183856502,0.580717488789238,0.831390134529148,1,1,1,0.658227848101266,0.834862385321101,0.581904876871077,0.671353251318102,0.830434782608696,0.572624798711755,0.847154471544715,0.932855863921218,0.831207806174445
ensemble_model_v2_N40_B80_E120_nb_zones_12_mscn_svd,40,80,120, zones, mscn, svd,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.80555556 0.84722222 0.77777778 0.75       0.75714286],0.666666666666667,0.648148148148148,0.894849785407725,0.965714285714286,0.94413407821229,0.966480446927374,0.625,0.576923076923077,0.663461538461538,0.654545454545455,0.642857142857143,0.648351648351648,0.891832229580574,0.866952789699571,0.894849785407725
ensemble_model_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.59090909 0.68181818 0.63636364 0.68181818 0.77272727],0.75,0.638888888888889,0.868131868131868,0.981818181818182,0.981818181818182,0.981818181818182,0.742857142857143,0.764705882352941,0.750773993808049,0.648648648648649,0.521739130434783,0.683946488294314,0.868131868131868,0.831578947368421,0.869812462189958
svm_model_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4,10, lab, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.89864865 0.87162162 0.89795918 0.90816327 0.89115646],0.592017738359202,0.607538802660754,0.799242424242424,0.92032967032967,0.909090909090909,0.921302578018996,0.576036866359447,0.550660792951542,0.592294682190057,0.581560283687943,0.549107142857143,0.607152690371303,0.793774319066148,0.772727272727273,0.799242424242424
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40,8, low_bits_4, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [1. 1. 1. 1. 1.],0.783854166666667,0.744791666666667,0.90582726326743,1,1,1,0.800959232613909,0.865284974093264,0.783427827360768,0.779279279279279,0.84390243902439,0.737593677612754,0.910173697270471,0.94051282051282,0.90531448839791
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26,10, low_bits_2, svd,1416,472,472,0.6,0.2,0.2, [0.93661972 0.92253521 0.94366197 0.93617021 0.92198582],0.877118644067797,0.891949152542373,0.938135593220339,0.974500344589938,0.998587570621469,0.973870056497175,0.883064516129032,0.893877551020408,0.876454194012407,0.891257995735608,0.904761904761905,0.892214977277218,0.939569536423841,0.958614864864865,0.938065935833793
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,1560,520,520,0.6,0.2,0.2, [0.99358974 1.         1.         0.99038462 1.        ],0.575980392156863,0.54656862745098,0.849326599326599,1,1,1,0.704273504273504,0.971698113207547,0.559828648440508,0.674868189806678,0.979591836734694,0.562909125914517,0.868091378039794,0.991582491582492,0.849326599326599
svm_model_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154,10, mscn, svd,288,96,96,0.6,0.2,0.2, [0.72413793 0.63793103 0.79310345 0.63793103 0.67857143],0.719101123595506,0.584269662921348,0.701716738197425,0.693227091633466,0.604166666666667,0.732638888888889,0.752475247524752,0.826086956521739,0.715369059656218,0.610526315789474,0.674418604651163,0.587209302325581,0.689038031319911,0.660944206008584,0.701716738197425
svm_model_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158,8, mscn, svd,204,68,68,0.6,0.2,0.2, [0.69047619 0.76190476 0.75       0.625      0.725     ],0.588235294117647,0.5,0.655882352941176,0.712041884816754,0.666666666666667,0.730392156862745,0.575757575757576,0.487179487179487,0.605658709106985,0.514285714285714,0.461538461538462,0.506631299734748,0.642201834862385,0.583333333333333,0.660416666666667
svm_model_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166,4, mscn, svd,120,40,40,0.6,0.2,0.2, [0.70833333 0.75       0.875      0.875      0.83333333],0.675,0.675,0.825,0.921739130434783,0.883333333333333,0.925,0.682926829268293,0.736842105263158,0.677944862155389,0.754716981132075,0.869565217391304,0.640664961636829,0.832535885167464,0.852941176470588,0.824429771908763
ensemble_model_v2_N4_B148_E152_nb_zones_10_mscn_svd,4,148,152, zones, mscn, svd,294,98,98,0.6,0.2,0.2, [0.68333333 0.66666667 0.56896552 0.75862069 0.67241379],0.662790697674419,0.63953488372093,0.783261802575107,0.853046594982079,0.80952380952381,0.860544217687075,0.623376623376623,0.585365853658537,0.659349593495935,0.635294117647059,0.6,0.641463414634146,0.770975056689343,0.729613733905579,0.783261802575107
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,1366,455,455,0.600175746924429,0.199912126537786,0.199912126537786, [0.99270073 0.98905109 0.99270073 1.         0.99632353],0.567032967032967,0.606593406593406,0.834797891036907,1,1,1,0.634508348794063,0.733905579399142,0.562898735645517,0.632443531827515,0.723004694835681,0.61356846312032,0.842809364548495,0.892825509300266,0.835253208006715
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svd,16,0,16, zones, low_bits_4_shifted_2, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [1.         0.99668874 0.99       0.99333333 1.        ],0.525229357798165,0.538990825688073,0.828282828282828,1,1,1,0.624319419237749,0.819047619047619,0.535630004214075,0.650434782608696,0.827433628318584,0.528002528445006,0.844866920152091,0.935185185185185,0.828282828282828
ensemble_model_v2_N26_B137_E163_nb_zones_4_mscn_svdne,26,137,163, zones, mscn, svdne,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.5        0.65384615 0.65384615 0.61538462 0.58333333],0.619047619047619,0.69047619047619,0.834905660377359,0.950819672131148,0.90625,0.953125,0.636363636363636,0.7,0.622727272727273,0.697674418604651,0.681818181818182,0.690909090909091,0.832535885167464,0.820754716981132,0.834905660377359
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.96124031 0.95703125 0.96875    0.98046875 0.96875   ],0.791569086651054,0.796252927400468,0.911516853932584,0.98996138996139,1,0.989859594383775,0.795402298850575,0.831730769230769,0.792577713382508,0.808791208791209,0.836363636363636,0.794993412384717,0.91350114416476,0.933582787652011,0.911496173582332
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.97635135 0.98310811 0.97619048 0.99659864 0.97278912],0.75609756097561,0.751662971175166,0.904882154882155,0.997289972899729,0.998643147896879,0.997286295793758,0.786821705426357,0.926940639269406,0.760884112738151,0.789473684210526,0.905172413793103,0.747106754841757,0.910459587955626,0.967171717171717,0.904882154882155
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8,10, low_bits_6, svdn,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.93081761 0.92767296 0.94339623 0.9556962  0.9556962 ],0.574683544303797,0.572151898734177,0.854377104377104,0.994300189993667,0.989911727616646,0.994325346784363,0.550802139037433,0.553763440860215,0.573532438133457,0.607888631090487,0.626794258373206,0.568773473272624,0.854865771812081,0.857744107744108,0.854377104377104
ensemble_model_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154,10, mscn, svd,288,96,96,0.6,0.2,0.2, [0.75862069 0.81034483 0.65517241 0.72413793 0.73214286],0.719101123595506,0.606741573033708,0.809012875536481,0.890566037735849,0.819444444444444,0.899305555555556,0.63768115942029,0.578947368421053,0.701238390092879,0.606741573033708,0.529411764705882,0.619969040247678,0.789598108747045,0.716738197424893,0.809012875536481
ensemble_model_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158,8, mscn, svd,250,83,83,0.600961538461538,0.199519230769231,0.199519230769231, [0.7  0.76 0.7  0.64 0.74],0.590361445783132,0.674698795180723,0.795673076923077,0.897435897435897,0.84,0.904,0.564102564102564,0.44,0.629090909090909,0.542372881355932,0.457142857142857,0.645238095238095,0.77088948787062,0.680952380952381,0.796786870087841
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4,10, low_bits_4, svdne,1452,484,484,0.6,0.2,0.2, [0.94520548 0.94137931 0.95517241 0.94482759 0.94482759],0.597402597402597,0.571428571428571,0.810185185185185,0.952650176678445,0.928374655647383,0.953856749311295,0.679310344827586,0.810699588477366,0.585715091042336,0.65625,0.863013698630137,0.585827836969389,0.824581874756904,0.892255892255892,0.810185185185185
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.94525547 0.9379562  0.9270073  0.9270073  0.93430657],0.81359649122807,0.817982456140351,0.905346187554776,0.966053748231966,0.997080291970803,0.964963503649635,0.831013916500994,0.885593220338983,0.81097842835131,0.825263157894737,0.903225806451613,0.821905790255095,0.909698996655518,0.956063268892794,0.905479186893949
ensemble_model_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166,4, mscn, svd,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.45454545 0.63636364 0.59090909 0.68181818 0.77272727],0.638888888888889,0.611111111111111,0.82967032967033,0.962962962962963,0.945454545454545,0.963636363636364,0.666666666666667,0.764705882352941,0.645510835913313,0.666666666666667,0.666666666666667,0.6,0.835978835978836,0.849462365591398,0.829225564818171
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16,10, low_bits_4, svdn,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.91935484 0.91935484 0.92580645 0.93548387 0.94516129],0.668280871670702,0.723970944309927,0.869107744107744,0.961240310077519,0.96,0.961290322580645,0.683602771362587,0.714975845410628,0.668167534355799,0.723300970873786,0.723300970873786,0.723969326016603,0.870037609694944,0.876262626262626,0.869107744107744
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8,10, low_bits_2, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.9295302  0.91946309 0.94932432 0.91554054 0.95945946],0.778026905829596,0.766816143497758,0.881734006734007,0.95,0.998652291105121,0.94743935309973,0.783369803063457,0.802690582959641,0.778026905829596,0.769911504424779,0.780269058295964,0.766816143497758,0.886188740380721,0.920875420875421,0.881734006734007
svm_model_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.63888889 0.69444444 0.69444444 0.72222222 0.72222222],0.516666666666667,0.616666666666667,0.706666666666667,0.8,0.8,0.8,0.472727272727273,0.464285714285714,0.513392857142857,0.549019607843137,0.608695652173913,0.615158636897767,0.692307692307692,0.702127659574468,0.70640974173692
svm_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdne,4,0,4,10, low_bits_4_shifted_2, svdne,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.91987179 0.89354839 0.85806452 0.92580645 0.91290323],0.587378640776699,0.577669902912621,0.813131313131313,0.935567010309278,0.935567010309278,0.935567010309278,0.599056603773585,0.599056603773585,0.587028301886792,0.587677725118483,0.62,0.578867924528302,0.814845704753962,0.822390572390572,0.813131313131313
ensemble_model_v2_N32_B134_E166_nb_zones_4_mscn_svd,32,134,166, zones, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.875      0.86363636 0.86363636 0.86363636 0.81818182],0.621621621621622,0.756756756756757,0.876344086021505,1,1,1,0.533333333333333,0.571428571428571,0.611801242236025,0.756756756756757,0.777777777777778,0.757309941520468,0.871508379888268,0.886363636363636,0.876855287569573
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26,10, low_bits_6, svd,1500,500,500,0.6,0.2,0.2, [0.99       0.99666667 1.         0.99       0.96333333],0.495433789954338,0.504566210045662,0.815656565656566,1,1,1,0.662595419847328,1,0.5,0.670713201820941,1,0.5,0.844349680170576,1,0.815656565656566
ensemble_model_v2_N32_B0_E32_nb_zones_8_lab_svdne,32,0,32, zones, lab, svdne,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [1. 1. 1. 1. 1.],0.560913705583756,0.543147208121827,0.820993914807302,1,1,1,0.643298969072165,0.764705882352941,0.553405572755418,0.623430962343096,0.768041237113402,0.546520618556701,0.835584536562645,0.906060606060606,0.820647410973277
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32,10, low_bits_4, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [1.        1.        1.        0.9964539 1.       ],0.477707006369427,0.520169851380042,0.799660441426146,1,1,1,0.646551724137931,1,0.5,0.684357541899441,1,0.5,0.832979476291578,1,0.799830364715861
ensemble_model_v2_N8_B146_E154_nb_zones_10_mscn_svd,8,146,154, zones, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.71666667 0.75862069 0.67241379 0.72413793 0.65517241],0.655172413793103,0.666666666666667,0.82618025751073,0.921985815602837,0.89041095890411,0.924657534246575,0.651162790697674,0.636363636363636,0.655391120507399,0.681318681318681,0.72093023255814,0.667283298097252,0.823529411764706,0.811158798283262,0.82618025751073
ensemble_model_v2_N16_B142_E158_nb_zones_8_mscn_svd,16,142,158, zones, mscn, svd,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.76923077 0.73076923 0.72       0.74       0.7       ],0.69047619047619,0.666666666666667,0.83175355450237,0.930612244897959,0.89763779527559,0.933070866141732,0.717391304347826,0.75,0.6875,0.688888888888889,0.72093023255814,0.665343165059558,0.833723653395785,0.831775700934579,0.831753235082674
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,1272,424,424,0.6,0.2,0.2, [1.         0.99606299 0.99606299 1.         0.99606299],0.625,0.632075471698113,0.851415094339623,1,1,1,0.609336609336609,0.582159624413146,0.625203034955388,0.61,0.557077625570776,0.634636373760998,0.848484848484848,0.825842696629213,0.851609561242364
ensemble_model_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163,6, mscn, svd,198,66,66,0.6,0.2,0.2, [0.825      0.6        0.825      0.725      0.76315789],0.727272727272727,0.742424242424242,0.833333333333333,0.894736842105263,0.858585858585859,0.898989898989899,0.735294117647059,0.757575757575758,0.727272727272727,0.753623188405797,0.742857142857143,0.742396313364055,0.831804281345566,0.81437125748503,0.833565996840675
svm_model_N26_B0_E26_nb_zones_10_lab_svd,26,0,26,10, lab, svd,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [1. 1. 1. 1. 1.],0.475247524752475,0.524752475247525,0.82996632996633,1,1,1,0.644295302013423,1,0.5,0.688311688311688,1,0.5,0.854676258992806,1,0.82996632996633
svm_model_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152,10, mscn, svdne,268,89,89,0.600896860986547,0.199551569506726,0.199551569506726, [0.62962963 0.66666667 0.72222222 0.74074074 0.78846154],0.640449438202247,0.696629213483146,0.717488789237668,0.69683257918552,0.574626865671642,0.75,0.515151515151515,0.395348837209302,0.632457027300303,0.597014925373134,0.476190476190476,0.684903748733536,0.644067796610169,0.520547945205479,0.71401846599481
svm_model_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120,12, mscn, svdne,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.79166667 0.76388889 0.69444444 0.68055556 0.74285714],0.555555555555556,0.611111111111111,0.740343347639485,0.763975155279503,0.687150837988827,0.787709497206704,0.555555555555556,0.46875,0.575284090909091,0.487804878048781,0.454545454545455,0.586647727272727,0.709832134292566,0.63519313304721,0.740343347639485
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdn,8,0,8, zones, low_bits_4_shifted_2, svdn,1506,502,502,0.6,0.2,0.2, [0.95695364 0.97019868 0.99668874 0.98333333 0.97666667],0.570114942528736,0.613793103448276,0.849326599326599,0.998003992015968,0.99601593625498,0.99800796812749,0.611226611226611,0.706730769230769,0.575832344967808,0.664,0.731277533039648,0.608427228058285,0.855877616747182,0.894781144781145,0.849326599326599
ensemble_model_v2_N26_B137_E163_nb_zones_6_mscn_svd,26,137,163, zones, mscn, svd,184,61,61,0.601307189542484,0.199346405228758,0.199346405228758, [0.71052632 0.71052632 0.83333333 0.66666667 0.58333333],0.655737704918033,0.573770491803279,0.816993464052288,0.949152542372881,0.91304347826087,0.951086956521739,0.666666666666667,0.65625,0.655711206896552,0.566666666666667,0.515151515151515,0.579004329004329,0.813333333333333,0.777070063694268,0.818065233189416
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,1428,476,476,0.6,0.2,0.2, [0.97902098 0.98951049 0.98601399 0.96503497 0.96830986],0.510548523206751,0.510548523206751,0.803451178451178,0.997894736842105,0.995798319327731,0.997899159663866,0.615894039735099,0.826666666666667,0.52578313253012,0.629392971246006,0.791164658634538,0.495582329317269,0.824105461393597,0.920875420875421,0.803451178451178
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16,10, low_bits_2, svdn,1482,494,494,0.6,0.2,0.2, [0.85234899 0.87837838 0.875      0.84459459 0.875     ],0.83668903803132,0.845637583892617,0.878787878787879,0.907242693773824,0.963562753036437,0.901484480431849,0.834467120181406,0.847926267281106,0.837006611901423,0.854122621564482,0.878260869565217,0.844660388699659,0.884244372990354,0.925925925925926,0.878787878787879
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16,10, low_bits_3, svdn,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.91509434 0.92138365 0.89937107 0.94339623 0.91772152],0.753807106598985,0.779187817258883,0.893939393939394,0.958887545344619,0.998740554156171,0.957178841309824,0.788671023965141,0.8743961352657,0.747358495440337,0.799076212471132,0.925133689839572,0.786238342504327,0.90102120974077,0.965488215488216,0.893939393939394
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svdn,8,0,8, zones, lab, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.99671053 0.99671053 0.99671053 1.         1.        ],0.509345794392523,0.523364485981308,0.825757575757576,1,1,1,0.620938628158845,0.803738317757009,0.509345794392523,0.627737226277372,0.803738317757009,0.523364485981309,0.842105263157895,0.929292929292929,0.825757575757576
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40,8, low_bits_6, svdne,1176,392,392,0.6,0.2,0.2, [1.        1.        1.        1.        0.9957265],0.660714285714286,0.619897959183674,0.856122448979592,1,1,1,0.637602179836512,0.622340425531915,0.659209428452232,0.612987012987013,0.553990610328639,0.626157316337504,0.853734439834025,0.832153690596562,0.856344610488806
ensemble_model_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152,10, mscn, svdne,282,94,94,0.6,0.2,0.2, [0.72413793 0.75       0.80357143 0.625      0.80357143],0.630434782608696,0.608695652173913,0.748927038626609,0.817120622568093,0.74468085106383,0.833333333333333,0.5,0.377777777777778,0.625059101654846,0.513513513513513,0.404255319148936,0.613238770685579,0.706766917293233,0.605150214592275,0.748927038626609
svm_model_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4,10, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.95833333 0.96180556 0.93706294 0.96153846 0.94755245],0.583864118895966,0.605095541401274,0.818181818181818,0.963924963924964,0.931659693165969,0.96513249651325,0.632958801498127,0.689795918367347,0.579411233519957,0.651685393258427,0.769911504424779,0.611486364457287,0.823960880195599,0.851010101010101,0.818181818181818
svm_model_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.77272727 0.68181818 0.72727273 0.63636364 0.86363636],0.805555555555556,0.805555555555556,0.78021978021978,0.711111111111111,0.581818181818182,0.763636363636364,0.774193548387097,0.705882352941176,0.80030959752322,0.666666666666667,0.583333333333333,0.75,0.71830985915493,0.607142857142857,0.767857142857143
ensemble_model_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120,12, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.67142857 0.7        0.78571429 0.76470588 0.66176471],0.533333333333333,0.716666666666667,0.843347639484979,0.914634146341463,0.867052023121387,0.91907514450867,0.575757575757576,0.655172413793103,0.53726362625139,0.711864406779661,0.67741935483871,0.718020022246941,0.838852097130243,0.815450643776824,0.843347639484979
svm_model_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158,8, mscn, svdne,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.80434783 0.67391304 0.61363636 0.79545455 0.77272727],0.648648648648649,0.594594594594595,0.731182795698925,0.775510204081633,0.678571428571429,0.803571428571429,0.566666666666667,0.472222222222222,0.644005847953217,0.558823529411765,0.475,0.605147058823529,0.691358024691358,0.595744680851064,0.732654949121184
svm_model_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.72413793 0.68965517 0.77586207 0.78571429 0.66071429],0.677777777777778,0.744444444444444,0.755364806866953,0.753968253968254,0.664335664335664,0.783216783216783,0.650602409638554,0.551020408163265,0.690144350423096,0.708860759493671,0.682926829268293,0.739422598307616,0.72463768115942,0.643776824034335,0.755364806866953
ensemble_model_v2_N4_B148_E152_nb_zones_10_mscn_svdne,4,148,152, zones, mscn, svdne,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.63333333 0.65       0.55       0.55172414 0.65517241],0.682352941176471,0.658823529411765,0.813304721030043,0.890459363957597,0.851351351351351,0.89527027027027,0.696629213483146,0.775,0.6875,0.694736842105263,0.733333333333333,0.654166666666667,0.813704496788009,0.815450643776824,0.813304721030043
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8,10, low_bits_3, svdne,1572,524,524,0.6,0.2,0.2, [0.96835443 0.97770701 0.98407643 0.97452229 0.98726115],0.828358208955224,0.753731343283582,0.919191919191919,0.984924623115578,0.997455470737914,0.984732824427481,0.839160839160839,0.869565217391304,0.827090301003345,0.767058823529412,0.835897435897436,0.756112969156447,0.921504497138185,0.948653198653198,0.919191919191919
ensemble_model_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.72727273 0.72727273 0.77272727 0.86363636 0.81818182],0.611111111111111,0.722222222222222,0.807692307692308,0.888888888888889,0.8,0.9,0.631578947368421,0.521739130434783,0.645484949832776,0.666666666666667,0.714285714285714,0.720779220779221,0.790419161676647,0.717391304347826,0.808695652173913
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8,10, low_bits_4, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.98376623 0.99025974 0.98051948 0.99675325 0.97712418],0.701670644391408,0.684964200477327,0.88973063973064,0.996742671009772,0.99479843953186,0.996749024707412,0.747474747474748,0.848623853211009,0.69545620521247,0.706666666666667,0.791044776119403,0.689100369711078,0.894354838709677,0.933501683501684,0.88973063973064
ensemble_model_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158,8, mscn, svdne,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.72727273 0.77272727 0.72727273 0.70454545 0.64285714],0.638888888888889,0.597222222222222,0.770718232044199,0.862745098039216,0.807339449541284,0.871559633027523,0.648648648648649,0.727272727272727,0.645687645687646,0.567164179104478,0.558823529411765,0.595201238390093,0.759420289855072,0.744318181818182,0.770008553274682
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svd,26,0,26,10, low_bits_4_shifted_2, svd,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.98726115 0.98726115 0.98089172 0.99363057 0.98407643],0.486352357320099,0.513647642679901,0.830387205387205,1,1,1,0.654424040066778,1,0.5,0.678688524590164,1,0.5,0.854983807124865,1,0.830387205387205
ensemble_model_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154,10, mscn, svdne,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.7        0.74137931 0.74137931 0.72413793 0.65517241],0.71264367816092,0.67816091954023,0.815450643776824,0.876404494382022,0.801369863013699,0.886986301369863,0.71264367816092,0.659574468085106,0.717287234042553,0.641025641025641,0.625,0.674202127659574,0.800925925925926,0.742489270386266,0.815450643776824
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26,10, low_bits_4, svd,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [1.         0.99354839 1.         0.99677419 1.        ],0.661016949152542,0.702179176755448,0.889309764309764,1,1,1,0.716599190283401,0.863414634146341,0.662476547842402,0.754491017964072,0.908653846153846,0.700668386491557,0.896660117878192,0.96043771043771,0.889309764309764
svm_model_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163,6, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.7        0.57894737 0.71052632 0.68421053 0.73684211],0.71875,0.59375,0.703125,0.657718120805369,0.510416666666667,0.734375,0.735294117647059,0.625,0.75,0.518518518518518,0.411764705882353,0.605882352941176,0.649446494464945,0.517647058823529,0.715490196078431
ensemble_model_v2_N40_B80_E120_nb_zones_12_mscn_svdne,40,80,120, zones, mscn, svdne,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.69117647 0.75       0.6969697  0.71212121 0.66666667],0.742424242424242,0.787878787878788,0.881974248927039,0.924528301886792,0.880239520958084,0.92814371257485,0.73015873015873,0.696969696969697,0.742424242424242,0.787878787878788,0.787878787878788,0.787878787878788,0.876957494407159,0.841201716738197,0.881974248927039
ensemble_model_v2_N32_B134_E166_nb_zones_4_mscn_svdne,32,134,166, zones, mscn, svdne,108,36,36,0.6,0.2,0.2, [0.68181818 0.77272727 0.77272727 0.72727273 0.65      ],0.722222222222222,0.583333333333333,0.861111111111111,1,1,1,0.75,0.789473684210526,0.718266253869969,0.516129032258065,0.533333333333333,0.576190476190476,0.860335195530726,0.875,0.861413043478261
svm_model_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152,12, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.66666667 0.74285714 0.75714286 0.74285714 0.68571429],0.736842105263158,0.666666666666667,0.731759656652361,0.671480144404332,0.528409090909091,0.741477272727273,0.594594594594595,0.44,0.704375,0.612244897959184,0.46875,0.694375,0.65564738292011,0.510729613733906,0.73175965665236
ensemble_model_v2_N16_B142_E158_nb_zones_8_mscn_svdne,16,142,158, zones, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.76086957 0.80434783 0.7826087  0.63043478 0.63636364],0.552631578947368,0.618421052631579,0.786842105263158,0.915094339622642,0.850877192982456,0.921052631578947,0.451612903225806,0.4,0.541463414634146,0.623376623376623,0.615384615384615,0.618503118503118,0.769230769230769,0.718085106382979,0.786125886524823
svm_model_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170,4, mscn, svd,98,32,32,0.604938271604938,0.197530864197531,0.197530864197531, [0.75       0.65       0.75       0.75       0.66666667],0.6875,0.6875,0.808641975308642,0.88659793814433,0.877551020408163,0.887755102040816,0.6875,0.733333333333333,0.690196078431373,0.761904761904762,0.727272727272727,0.663636363636364,0.818713450292398,0.813953488372093,0.808292533659731
svm_model_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4,10, low_bits_6, svdne,1608,536,536,0.6,0.2,0.2, [0.92857143 0.92546584 0.90993789 0.91304348 0.921875  ],0.559895833333333,0.552083333333333,0.814393939393939,0.937185929648241,0.927860696517413,0.937810945273632,0.563307493540052,0.54228855721393,0.560761764945763,0.524861878453039,0.519125683060109,0.550607617649458,0.811618966253737,0.7996632996633,0.814393939393939
ensemble_model_v2_N8_B146_E154_nb_zones_10_mscn_svdne,8,146,154, zones, mscn, svdne,280,93,93,0.600858369098712,0.199570815450644,0.199570815450644, [0.69642857 0.75       0.67857143 0.78571429 0.67857143],0.698924731182796,0.698924731182796,0.819742489270386,0.890625,0.814285714285714,0.9,0.688888888888889,0.63265306122449,0.702690166975881,0.631578947368421,0.545454545454545,0.691094619666048,0.800947867298578,0.725321888412017,0.819742489270386
ensemble_model_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163,6, mscn, svdne,198,66,66,0.6,0.2,0.2, [0.75       0.85       0.7        0.75       0.65789474],0.666666666666667,0.712121212121212,0.818181818181818,0.895027624309392,0.818181818181818,0.904040404040404,0.65625,0.65625,0.666360294117647,0.707692307692308,0.766666666666667,0.716666666666667,0.806451612903226,0.77639751552795,0.817192840604212
svm_model_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.55555556 0.72222222 0.72222222 0.72222222 0.66666667],0.683333333333333,0.733333333333333,0.756666666666667,0.7625,0.677777777777778,0.788888888888889,0.666666666666667,0.59375,0.689732142857143,0.724137931034483,0.67741935483871,0.735261401557286,0.734545454545455,0.660130718954248,0.758636788048553
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdne,40,0,40,8, low_bits_4_shifted_2, svdne,1152,384,384,0.6,0.2,0.2, [1.         1.         1.         1.         0.99565217],0.604166666666667,0.611979166666667,0.843229166666667,1,1,1,0.644859813084112,0.745945945945946,0.609153877495586,0.642685851318945,0.701570680628272,0.612443371402219,0.849273910866299,0.890756302521008,0.843621952913397
ensemble_model_v2_N32_B0_E32_nb_zones_8_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,1158,386,386,0.6,0.2,0.2, [1.         1.         0.99568966 1.         1.        ],0.704663212435233,0.686528497409326,0.878238341968912,1,1,1,0.744394618834081,0.834170854271357,0.700507887028727,0.708433734939759,0.790322580645161,0.690161290322581,0.883605745418524,0.925311203319502,0.878287071639047
ensemble_model_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40,8, lab, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [1. 1. 1. 1. 1.],0.531914893617021,0.547872340425532,0.81615302869288,1,1,1,0.592592592592593,0.653061224489796,0.526530612244898,0.585365853658537,0.662983425414365,0.552004533220003,0.824543610547667,0.863057324840764,0.816103130505488
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,1152,384,384,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.7734375,0.768229166666667,0.908333333333333,1,1,1,0.761643835616438,0.72020725388601,0.773716192388031,0.767624020887728,0.742424242424242,0.769061583577713,0.907368421052632,0.891416752843847,0.908457589433466
svm_model_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158,10, mscn, svd,294,98,98,0.6,0.2,0.2, [0.75       0.66666667 0.5862069  0.65517241 0.79310345],0.63953488372093,0.604651162790698,0.733905579399142,0.787003610108303,0.741496598639456,0.799319727891157,0.635294117647059,0.574468085106383,0.64620840152755,0.613636363636364,0.692307692307692,0.612111292962357,0.724444444444444,0.699570815450644,0.733905579399142
ensemble_model_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170,4, mscn, svd,128,42,42,0.60377358490566,0.19811320754717,0.19811320754717, [0.76923077 0.57692308 0.69230769 0.92307692 0.75      ],0.642857142857143,0.69047619047619,0.816037735849057,0.910569105691057,0.875,0.9140625,0.693877551020408,0.653846153846154,0.639423076923077,0.697674418604651,0.681818181818182,0.690909090909091,0.818604651162791,0.785714285714286,0.817857142857143
ensemble_model_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152,12, mscn, svd,370,123,123,0.600649350649351,0.199675324675325,0.199675324675325, [0.62162162 0.75675676 0.68918919 0.71621622 0.68918919],0.770833333333333,0.6875,0.839055793991416,0.859598853868195,0.810810810810811,0.867567567567568,0.775510204081633,0.791666666666667,0.770833333333333,0.693877551020408,0.708333333333333,0.6875,0.832214765100671,0.798283261802575,0.839055793991416
ensemble_model_v2_N26_B137_E163_nb_zones_6_mscn_svdne,26,137,163, zones, mscn, svdne,168,56,56,0.6,0.2,0.2, [0.70588235 0.70588235 0.76470588 0.67647059 0.8125    ],0.696428571428571,0.696428571428571,0.846428571428571,0.94478527607362,0.916666666666667,0.946428571428571,0.721311475409836,0.709677419354839,0.694838709677419,0.653061224489796,0.615384615384615,0.691025641025641,0.842490842490843,0.815602836879433,0.846650339303026
ensemble_model_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.73684211 0.72222222 0.75       0.86111111 0.80555556],0.65,0.633333333333333,0.814569536423841,0.925714285714286,0.89010989010989,0.928571428571429,0.553191489361702,0.481481481481482,0.634680134680135,0.620689655172414,0.6,0.633333333333333,0.8,0.756756756756757,0.813443313443313
svm_model_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154,12, mscn, svd,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.73529412 0.64705882 0.75757576 0.75757576 0.65151515],0.575757575757576,0.666666666666667,0.688841201716738,0.675767918088737,0.592814371257485,0.715568862275449,0.533333333333333,0.457142857142857,0.583410138248848,0.620689655172414,0.580645161290323,0.661751152073733,0.647201946472019,0.570815450643777,0.688841201716738
ensemble_model_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4,10, lab, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.96732026 0.97385621 0.9869281  0.98684211 1.        ],0.550588235294118,0.524705882352941,0.822811447811448,0.981603153745072,0.979030144167759,0.981651376146789,0.589247311827957,0.634259259259259,0.549187045897572,0.573839662447257,0.650717703349282,0.52674774056353,0.828931328728159,0.858585858585859,0.822811447811448
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32,10, low_bits_3, svd,1590,530,530,0.6,0.2,0.2, [0.98427673 0.98742138 0.99056604 0.99056604 0.98742138],0.806615776081425,0.847328244274809,0.942760942760943,1,1,1,0.81,0.818181818181818,0.806526806526806,0.849246231155779,0.866666666666667,0.847474747474747,0.943048576214405,0.947811447811448,0.942760942760943
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,1560,520,520,0.6,0.2,0.2, [0.93589744 0.91987179 0.95192308 0.92628205 0.92628205],0.813725490196078,0.83578431372549,0.922558922558923,0.974391005621486,1,0.973717948717949,0.824884792626728,0.904040404040404,0.816305916305916,0.849438202247191,0.9,0.833838383838384,0.925806451612903,0.966329966329966,0.922558922558923
ensemble_model_v2_N40_B130_E170_nb_zones_4_mscn_svd,40,130,170, zones, mscn, svd,108,36,36,0.6,0.2,0.2, [0.77272727 0.86363636 0.86363636 0.81818182 0.75      ],0.722222222222222,0.722222222222222,0.888888888888889,1,1,1,0.722222222222222,0.764705882352941,0.724458204334365,0.666666666666667,0.666666666666667,0.714285714285714,0.885057471264368,0.895348837209302,0.889163780306779
svm_model_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40,8, low_bits_5, svdne,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [1.         1.         1.         0.99145299 0.9957265 ],0.687179487179487,0.669230769230769,0.871413934426229,1,1,1,0.685567010309278,0.692708333333333,0.687263257575758,0.678304239401496,0.676616915422886,0.668996288399273,0.872004079551249,0.873340143003064,0.871407995448089
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4,10, low_bits_4, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.96794872 0.98397436 0.98076923 0.99032258 0.97419355],0.678048780487805,0.614634146341463,0.873737373737374,0.993548387096774,0.989717223650386,0.993573264781491,0.682692307692308,0.672985781990521,0.678201433708829,0.598984771573604,0.592964824120603,0.614017957083998,0.872881355932203,0.867003367003367,0.873737373737374
ensemble_model_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.79310345 0.77586207 0.77586207 0.74137931 0.77586207],0.681818181818182,0.625,0.800429184549356,0.880597014925373,0.813793103448276,0.889655172413793,0.621621621621622,0.547619047619048,0.675983436853002,0.592592592592593,0.521739130434783,0.62991718426501,0.780141843971631,0.708154506437768,0.800429184549356
svm_model_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163,8, mscn, svd,216,72,72,0.6,0.2,0.2, [0.63636364 0.68181818 0.70454545 0.83333333 0.69047619],0.680555555555556,0.680555555555556,0.705555555555556,0.634146341463415,0.481481481481482,0.722222222222222,0.566037735849057,0.428571428571429,0.673745173745174,0.634920634920635,0.540540540540541,0.684555984555984,0.621428571428571,0.483333333333333,0.705555555555556
ensemble_model_v2_N32_B134_E166_nb_zones_6_mscn_svd,32,134,166, zones, mscn, svd,168,56,56,0.6,0.2,0.2, [0.67647059 0.64705882 0.58823529 0.61764706 0.75      ],0.642857142857143,0.589285714285714,0.828571428571429,0.970059880239521,0.964285714285714,0.970238095238095,0.583333333333333,0.608695652173913,0.63768115942029,0.622950819672131,0.703703703703704,0.593231162196679,0.826086956521739,0.850746268656716,0.829482723369454
ensemble_model_v2_N4_B148_E152_nb_zones_12_mscn_svd,4,148,152, zones, mscn, svd,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.67647059 0.66176471 0.73529412 0.73529412 0.77941176],0.666666666666667,0.603174603174603,0.821888412017167,0.883280757097792,0.823529411764706,0.891176470588235,0.631578947368421,0.529411764705882,0.678498985801217,0.509803921568627,0.448275862068966,0.591784989858012,0.804705882352941,0.733905579399142,0.821888412017167
ensemble_model_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154,12, mscn, svd,360,120,120,0.6,0.2,0.2, [0.66666667 0.69444444 0.79166667 0.65277778 0.76388889],0.60377358490566,0.660377358490566,0.832618025751073,0.885630498533724,0.838888888888889,0.891666666666667,0.618181818181818,0.53125,0.622767857142857,0.590909090909091,0.619047619047619,0.65327380952381,0.822727272727273,0.776824034334764,0.832618025751073
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.97619048 0.97619048 0.9829932  0.97959184 0.96575342],0.594713656387665,0.55726872246696,0.836279461279461,0.997267759562842,0.994550408719346,0.997275204359673,0.650190114068441,0.763392857142857,0.596913819875776,0.624299065420561,0.726086956521739,0.555007763975155,0.845940594059406,0.898989898989899,0.836279461279461
svm_model_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16,10, lab, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.85666667 0.84899329 0.84228188 0.87248322 0.89597315],0.542986425339366,0.518099547511312,0.767676767676768,0.907244414353419,0.898123324396783,0.908176943699732,0.599206349206349,0.665198237885462,0.539575863128778,0.56969696969697,0.655813953488372,0.521739575863129,0.777059773828756,0.80976430976431,0.767676767676768
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svd,32,0,32,10, low_bits_4_shifted_2, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.99666667 0.97651007 0.98657718 0.9966443  0.97651007],0.513574660633484,0.486425339366516,0.813973063973064,1,1,1,0.678624813153961,1,0.5,0.654490106544901,1,0.5,0.843151171043293,1,0.813973063973064
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16,10, low_bits_6, svdn,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.91721854 0.91       0.92333333 0.92666667 0.93333333],0.528604118993135,0.544622425629291,0.79040404040404,0.938613861386139,0.946737683089214,0.938082556591212,0.606870229007633,0.716216216216216,0.525549968573224,0.591375770020534,0.669767441860465,0.546595432641944,0.802850356294537,0.853535353535353,0.79040404040404
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32,10, low_bits_2, svd,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.92903226 0.97419355 0.9512987  0.94480519 0.94480519],0.834134615384615,0.862980769230769,0.925084175084175,0.967418546365915,1,0.966321243523316,0.827930174563591,0.817733990147783,0.833749624181873,0.864608076009501,0.854460093896714,0.863190638081361,0.926385442514475,0.942760942760943,0.925084175084175
ensemble_model_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163,8, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.65217391 0.73913043 0.59090909 0.65909091 0.70454545],0.662162162162162,0.756756756756757,0.801075268817204,0.845771144278607,0.758928571428571,0.861607142857143,0.59016393442623,0.545454545454545,0.650776053215078,0.727272727272727,0.648648648648649,0.756756756756757,0.774390243902439,0.697802197802198,0.798901098901099
ensemble_model_v2_N16_B142_E158_nb_zones_10_mscn_svd,16,142,158, zones, mscn, svd,276,92,92,0.6,0.2,0.2, [0.73214286 0.78571429 0.67857143 0.74074074 0.66666667],0.673913043478261,0.597826086956522,0.806521739130435,0.916030534351145,0.869565217391304,0.920289855072464,0.680851063829787,0.64,0.677142857142857,0.564705882352941,0.558139534883721,0.595396298054105,0.798185941043084,0.761904761904762,0.806716573092119
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16,10, low_bits_4, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.98333333 0.95       0.95333333 0.94966443 0.96979866],0.715909090909091,0.745454545454545,0.896043771043771,0.993324432576769,0.994652406417112,0.99331550802139,0.716553287981859,0.708520179372197,0.716011241759831,0.735849056603773,0.71889400921659,0.745097228823542,0.895471857807871,0.890572390572391,0.896043771043771
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdne,4,0,4,10, low_bits_4_shifted_2, svdne,1536,512,512,0.6,0.2,0.2, [0.98701299 0.97727273 0.98701299 0.9869281  0.97385621],0.566666666666667,0.585714285714286,0.844276094276094,0.990801576872536,0.981770833333333,0.990885416666667,0.533333333333333,0.490566037735849,0.567398403483309,0.565,0.543269230769231,0.585313860667634,0.839965397923875,0.817340067340067,0.844276094276094
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16,10, low_bits_5, svdn,1548,516,516,0.6,0.2,0.2, [0.91935484 0.9        0.93870968 0.92258065 0.93181818],0.591787439613527,0.659420289855072,0.840909090909091,0.955439056356488,0.941860465116279,0.956072351421188,0.582716049382716,0.575609756097561,0.591632629244953,0.661870503597122,0.660287081339713,0.659411833352783,0.839011925042589,0.829124579124579,0.840909090909091
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdn,16,0,16,10, low_bits_4_shifted_2, svdn,1488,496,496,0.6,0.2,0.2, [0.95637584 0.95302013 0.95973154 0.94966443 0.96621622],0.574324324324324,0.538288288288288,0.821127946127946,0.979152656355077,0.978494623655914,0.979166666666667,0.631578947368421,0.726457399103139,0.573635939370574,0.61100569259962,0.728506787330317,0.53914128604184,0.831816383062921,0.884680134680135,0.821127946127946
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4,12, low_bits_3, svd,1800,600,600,0.6,0.2,0.2, [0.97222222 0.98055556 0.97777778 0.98888889 0.99166667],0.538194444444444,0.555555555555556,0.884259259259259,0.992213570634038,0.991111111111111,0.992222222222222,0.641509433962264,0.888059701492537,0.560912967629386,0.68,0.883116883116883,0.531110680364412,0.892954456987154,0.965488215488216,0.884259259259259
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.9869281  0.99019608 0.99673203 1.         1.        ],0.835294117647059,0.825882352941176,0.938973063973064,0.999345121152587,1,0.999344692005242,0.852941176470588,0.931192660550459,0.832746088729336,0.84051724137931,0.942028985507246,0.828812657891238,0.941224158897446,0.977272727272727,0.938973063973064
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26,10, low_bits_5, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.99324324 0.99662162 0.98986486 0.99324324 0.99659864],0.657015590200445,0.65924276169265,0.870791245791246,1,1,1,0.736301369863013,0.92274678111588,0.646558575743125,0.722323049001815,0.921296296296296,0.668802654585916,0.882510524301569,0.970538720538721,0.870791245791246
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.94482759 0.95172414 0.91034483 0.93448276 0.94444444],0.782327586206897,0.769396551724138,0.903619528619529,0.985606579849212,0.993093922651934,0.985497237569061,0.797595190380761,0.812244897959184,0.780551672723884,0.755148741418764,0.753424657534247,0.768549063461001,0.904384133611691,0.911616161616161,0.903619528619529
ensemble_model_v2_N8_B146_E154_nb_zones_12_mscn_svd,8,146,154, zones, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.69444444 0.74285714 0.72857143 0.77142857 0.67142857],0.736842105263158,0.771929824561403,0.873390557939914,0.905775075987842,0.846590909090909,0.911931818181818,0.693877551020408,0.586206896551724,0.739532019704434,0.73469387755102,0.642857142857143,0.769704433497537,0.861826697892272,0.789699570815451,0.873390557939914
svm_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdne,8,0,8,10, low_bits_4_shifted_2, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.98630137 0.98972603 0.99657534 0.99655172 0.98965517],0.53695652173913,0.543478260869565,0.821127946127946,0.998624484181568,0.997252747252747,0.998626373626374,0.576540755467197,0.633187772925764,0.537373107242103,0.588235294117647,0.649350649350649,0.543015936029037,0.827725982975274,0.859427609427609,0.821127946127946
ensemble_model_v2_N26_B137_E163_nb_zones_8_mscn_svd,26,137,163, zones, mscn, svd,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.72       0.83333333 0.6875     0.77083333 0.83333333],0.725,0.7,0.845771144278607,0.931034482758621,0.892561983471074,0.933884297520661,0.755555555555556,0.772727272727273,0.71969696969697,0.675675675675676,0.714285714285714,0.701587301587302,0.843434343434343,0.835,0.845717821782178
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.94       0.96644295 0.95637584 0.93624161 0.96308725],0.893665158371041,0.868778280542986,0.946127946127946,0.984818481848185,1,0.984584450402145,0.901878914405011,0.972972972972973,0.893304668304668,0.879166666666667,0.959090909090909,0.869185094185094,0.948261924009701,0.987373737373737,0.946127946127946
svm_model_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.76923077 0.84615385 0.875      0.875      0.875     ],0.634146341463415,0.731707317073171,0.79126213592233,0.846846846846847,0.758064516129032,0.862903225806452,0.666666666666667,0.681818181818182,0.630382775119617,0.717948717948718,0.736842105263158,0.732057416267943,0.77948717948718,0.737864077669903,0.79126213592233
svm_model_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8,10, low_bits_5, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.9966443  0.98322148 0.9966443  0.9966443  0.9966443 ],0.510158013544018,0.483069977426637,0.811868686868687,0.999328408327737,0.998657718120805,0.999328859060403,0.588235294117647,0.711009174311927,0.513282364933741,0.573556797020484,0.684444444444444,0.479836901121305,0.824911868390129,0.886363636363636,0.811868686868687
svm_model_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8,10, lab, svdne,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.91785714 0.92142857 0.95       0.93884892 0.94244604],0.548387096774194,0.574193548387097,0.809974204643164,0.975254730713246,0.959885386819484,0.975644699140401,0.507042253521127,0.486486486486487,0.545712379045712,0.558035714285714,0.520833333333333,0.575972222222222,0.803380782918149,0.778448275862069,0.809893091618856
svm_model_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166,6, mscn, svdne,174,58,58,0.6,0.2,0.2, [0.75       0.86111111 0.73529412 0.67647059 0.73529412],0.603448275862069,0.620689655172414,0.810344827586207,0.943820224719101,0.96551724137931,0.942528735632184,0.646153846153846,0.75,0.608333333333333,0.666666666666667,0.758620689655172,0.620689655172414,0.822006472491909,0.881944444444444,0.810835235920852
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.9862069  0.99305556 0.98611111 0.99652778 0.97569444],0.805139186295503,0.805139186295503,0.920875420875421,0.995839112343967,0.995839112343967,0.995839112343967,0.825335892514395,0.930735930735931,0.806469660283219,0.827977315689981,0.927966101694915,0.803809890674297,0.924558587479936,0.96969696969697,0.920875420875421
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4,10, low_bits_5, svdne,1392,464,464,0.6,0.2,0.2, [0.98214286 0.97482014 0.98561151 0.96043165 0.98920863],0.564655172413793,0.566810344827586,0.823706896551724,0.99568345323741,0.994252873563218,0.995689655172414,0.634057971014493,0.788288288288288,0.573896210259847,0.650434782608696,0.779166666666667,0.559226190476191,0.837504966229638,0.910189982728843,0.823855748679395
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,1554,518,518,0.6,0.2,0.2, [0.91987179 0.90384615 0.93225806 0.89354839 0.89677419],0.819951338199513,0.781021897810219,0.896885521885522,0.950276243093923,0.996138996138996,0.947876447876448,0.825471698113208,0.841346153846154,0.8196878552482,0.779411764705882,0.783251231527094,0.781048692686624,0.900446972775295,0.932659932659933,0.896885521885522
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4,12, low_bits_2, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.93313953 0.93274854 0.9502924  0.93274854 0.94444444],0.737951807228916,0.734939759036145,0.892676767676768,0.955257270693512,0.997663551401869,0.953271028037383,0.710963455149501,0.629411764705882,0.740631808278867,0.694444444444444,0.617283950617284,0.732171387073348,0.892721918384518,0.893097643097643,0.892676767676768
svm_model_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152,12, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.80882353 0.72058824 0.76470588 0.77941176 0.71212121],0.65625,0.640625,0.725321888412017,0.71280276816609,0.609467455621302,0.754437869822485,0.541666666666667,0.464285714285714,0.634920634920635,0.646153846153846,0.583333333333333,0.648809523809524,0.681592039800995,0.587982832618026,0.725321888412017
ensemble_model_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.80769231 0.76923077 0.79166667 0.79166667 0.75      ],0.75609756097561,0.585365853658537,0.800970873786408,0.87719298245614,0.806451612903226,0.887096774193548,0.545454545454545,0.428571428571429,0.677248677248677,0.540540540540541,0.416666666666667,0.620098039215686,0.763005780346821,0.66,0.796981132075472
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.99565217 1.         1.         1.         0.99561404],0.668421052631579,0.65,0.863827549947424,1,1,1,0.695652173913043,0.757894736842105,0.668421052631579,0.6810551558753,0.793296089385475,0.657842074543484,0.868727825646224,0.911702127659574,0.864374972353696
svm_model_N32_B0_E32_nb_zones_10_lab_svd,32,0,32,10, lab, svd,1350,450,450,0.6,0.2,0.2, [0.9962963 1.        1.        1.        1.       ],0.511111111111111,0.488888888888889,0.8,1,1,1,0.676470588235294,1,0.5,0.656716417910448,1,0.5,0.833333333333333,1,0.8
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8,10, low_bits_4, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [1.         0.99319728 0.98979592 0.99659864 0.99315068],0.636563876651982,0.682819383259912,0.869949494949495,1,1,1,0.696132596685083,0.855203619909502,0.642194084632863,0.737226277372263,0.866952789699571,0.6778202862525,0.879249706916764,0.946969696969697,0.869949494949495
ensemble_model_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166,6, mscn, svdne,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.79411765 0.82352941 0.73529412 0.71875    0.84375   ],0.690909090909091,0.618181818181818,0.822463768115942,0.929936305732484,0.879518072289157,0.933734939759036,0.604651162790698,0.464285714285714,0.69510582010582,0.553191489361702,0.464285714285714,0.621031746031746,0.80161943319838,0.712230215827338,0.823268392585202
svm_model_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158,10, mscn, svdne,266,88,88,0.601809954751131,0.199095022624434,0.199095022624434, [0.77777778 0.75925926 0.74074074 0.71153846 0.73076923],0.590909090909091,0.727272727272727,0.737556561085973,0.756521739130435,0.654135338345865,0.789473684210526,0.538461538461538,0.466666666666667,0.593798449612403,0.7,0.651162790697674,0.725581395348837,0.701030927835051,0.615384615384615,0.737556561085973
ensemble_model_v2_N40_B130_E170_nb_zones_4_mscn_svdne,40,130,170, zones, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.84615385 0.73076923 0.58333333 0.875      0.79166667],0.609756097560976,0.634146341463415,0.844660194174757,0.991869918699187,0.983870967741936,0.991935483870967,0.6,0.631578947368421,0.611244019138756,0.615384615384615,0.75,0.655,0.841584158415842,0.876288659793814,0.846401210630852
ensemble_model_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152,12, mscn, svdne,322,107,107,0.600746268656716,0.199626865671642,0.199626865671642, [0.66666667 0.625      0.765625   0.71875    0.75      ],0.680555555555556,0.625,0.789699570815451,0.848101265822785,0.832298136645963,0.850931677018633,0.530612244897959,0.419354838709678,0.648701809598741,0.597014925373134,0.487804878048781,0.647128245476003,0.773148148148148,0.716738197424893,0.789699570815451
ensemble_model_v2_N32_B134_E166_nb_zones_6_mscn_svdne,32,134,166, zones, mscn, svdne,186,62,62,0.6,0.2,0.2, [0.78947368 0.71052632 0.81578947 0.66666667 0.69444444],0.725806451612903,0.661290322580645,0.848387096774193,0.949720670391061,0.913978494623656,0.951612903225806,0.690909090909091,0.655172413793103,0.721525600835946,0.631578947368421,0.620689655172414,0.658829676071056,0.838487972508591,0.80794701986755,0.847369736348869
svm_model_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.78571429 0.71428571 0.70588235 0.75       0.67647059],0.688524590163934,0.60655737704918,0.714592274678112,0.6875,0.575581395348837,0.738372093023256,0.536585365853658,0.392857142857143,0.666125541125541,0.5,0.363636363636364,0.628246753246753,0.647214854111406,0.523605150214592,0.714592274678112
svm_model_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163,8, mscn, svdne,246,82,82,0.6,0.2,0.2, [0.74       0.72       0.76       0.72916667 0.83333333],0.707317073170732,0.658536585365854,0.734146341463415,0.707692307692308,0.560975609756098,0.768292682926829,0.625,0.512820512820513,0.698270721526535,0.6,0.51219512195122,0.658536585365854,0.668693009118541,0.541871921182266,0.732288617595964
ensemble_model_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158,10, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.72580645 0.69354839 0.70967742 0.71666667 0.65      ],0.6375,0.775,0.847639484978541,0.917808219178082,0.875816993464052,0.92156862745098,0.632911392405063,0.581395348837209,0.642049025769956,0.71875,0.621621621621622,0.764299182903834,0.836781609195402,0.781115879828326,0.847639484978541
svm_model_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170,6, mscn, svd,162,54,54,0.6,0.2,0.2, [0.82352941 0.8125     0.71875    0.65625    0.875     ],0.703703703703704,0.740740740740741,0.807407407407407,0.853333333333333,0.790123456790123,0.864197530864197,0.652173913043478,0.535714285714286,0.710164835164835,0.666666666666667,0.666666666666667,0.727272727272727,0.781512605042017,0.715384615384615,0.804120879120879
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26,10, low_bits_6, svd,1506,502,502,0.6,0.2,0.2, [0.98675497 0.99337748 0.99337748 0.99666667 0.99666667],0.620689655172414,0.597701149425287,0.856902356902357,1,1,1,0.722689075630252,0.981735159817351,0.618182394723491,0.706867671691792,0.976851851851852,0.600298072044647,0.873980726464047,0.992424242424242,0.856902356902357
ensemble_model_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4,10, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.98263889 0.98263889 0.98951049 0.97902098 0.98251748],0.558386411889597,0.511677282377919,0.814393939393939,0.9979035639413,0.99581589958159,0.997907949790795,0.553648068669528,0.551282051282051,0.558341447581954,0.522821576763485,0.531645569620253,0.511549280536622,0.814627994955864,0.815656565656566,0.814393939393939
ensemble_model_v2_N4_B148_E152_nb_zones_12_mscn_svdne,4,148,152, zones, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.64285714 0.72857143 0.72857143 0.72058824 0.66176471],0.533333333333333,0.566666666666667,0.778969957081545,0.851063829787234,0.809248554913295,0.858381502890173,0.44,0.34375,0.546875,0.434782608695652,0.357142857142857,0.553571428571429,0.757647058823529,0.690987124463519,0.778969957081545
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40,10, low_bits_2, svd,1506,502,502,0.6,0.2,0.2, [0.95364238 0.94701987 0.96688742 0.96666667 0.96      ],0.724137931034483,0.685057471264368,0.883838383838384,0.98752462245568,0.99867197875166,0.98738379814077,0.666666666666667,0.563380281690141,0.72087933003426,0.61624649859944,0.495495495495496,0.689062301738358,0.876785714285714,0.826599326599327,0.883838383838384
svm_model_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166,8, mscn, svd,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.67391304 0.76086957 0.77272727 0.70454545 0.70454545],0.72972972972973,0.756756756756757,0.741935483870968,0.666666666666667,0.517857142857143,0.741071428571429,0.62962962962963,0.485714285714286,0.717216117216117,0.666666666666667,0.529411764705882,0.739705882352941,0.659574468085106,0.513812154696133,0.735963668971103
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40,10, low_bits_3, svd,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [1.         1.         1.         0.99683544 1.        ],0.516372795969773,0.536523929471033,0.841750841750842,1,1,1,0.667820069204152,0.98974358974359,0.524574765168825,0.682758620689655,0.98019801980198,0.528560548362529,0.862773722627737,0.994949494949495,0.841750841750842
ensemble_model_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163,8, mscn, svdne,234,78,78,0.6,0.2,0.2, [0.66666667 0.64583333 0.76086957 0.65217391 0.69565217],0.769230769230769,0.692307692307692,0.856410256410256,0.936936936936937,0.888888888888889,0.94017094017094,0.727272727272727,0.727272727272727,0.763636363636364,0.72093023255814,0.62,0.720714285714286,0.850267379679144,0.795,0.858026315789473
ensemble_model_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154,12, mscn, svdne,330,110,110,0.6,0.2,0.2, [0.74242424 0.8030303  0.75757576 0.75757576 0.6969697 ],0.529411764705882,0.691176470588235,0.802575107296137,0.869565217391304,0.787878787878788,0.881818181818182,0.384615384615385,0.263157894736842,0.564912280701754,0.571428571428571,0.466666666666667,0.667543859649123,0.77,0.660944206008584,0.802575107296137
ensemble_model_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170,6, mscn, svd,160,53,53,0.601503759398496,0.199248120300752,0.199248120300752, [0.78125 0.84375 0.65625 0.8125  0.71875],0.716981132075472,0.641509433962264,0.842105263157895,0.948717948717949,0.925,0.95,0.666666666666667,0.681818181818182,0.711876832844575,0.677966101694915,0.571428571428571,0.674603174603175,0.838461538461539,0.795620437956204,0.843546653086629
ensemble_model_v2_N16_B142_E158_nb_zones_10_mscn_svdne,16,142,158, zones, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.76785714 0.62962963 0.74074074 0.7037037  0.74074074],0.611111111111111,0.644444444444444,0.800884955752212,0.91254752851711,0.882352941176471,0.915441176470588,0.646464646464646,0.653061224489796,0.607018417122947,0.6,0.571428571428571,0.639880952380952,0.796380090497738,0.775330396475771,0.800998531571219
ensemble_model_N26_B0_E26_nb_zones_10_lab_svd,26,0,26,10, lab, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [1.         1.         0.99673203 0.99671053 1.        ],0.541176470588235,0.517647058823529,0.831649831649832,1,1,1,0.663212435233161,0.893023255813954,0.536987818383167,0.64594127806563,0.89047619047619,0.521982281284607,0.85096870342772,0.961279461279461,0.831649831649832
svm_model_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.75       0.59090909 0.68181818 0.81818182 0.68181818],0.621621621621622,0.594594594594595,0.666666666666667,0.620689655172414,0.482142857142857,0.705357142857143,0.588235294117647,0.454545454545455,0.660606060606061,0.545454545454546,0.409090909090909,0.637878787878788,0.597402597402598,0.46,0.683488372093023
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32,10, low_bits_4, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.99342105 1.         0.99671053 0.99668874 0.99668874],0.751162790697674,0.746511627906977,0.909090909090909,1,1,1,0.789783889980354,0.913636363636364,0.747294372294372,0.778004073319756,0.90952380952381,0.75021645021645,0.914149443561208,0.968013468013468,0.909090909090909
ensemble_model_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.68181818 0.84090909 0.65909091 0.68181818 0.75      ],0.643835616438356,0.671232876712329,0.816939890710382,0.919431279620853,0.881818181818182,0.922727272727273,0.628571428571429,0.611111111111111,0.643393393393393,0.7,0.682926829268293,0.669588414634146,0.814404432132964,0.786096256684492,0.817629133928838
ensemble_model_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200,4, mscn, svd,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.625      0.66666667 0.66666667 0.72727273],0.769230769230769,0.641025641025641,0.852040816326531,0.948275862068965,0.932203389830508,0.949152542372881,0.756756756756757,0.666666666666667,0.777777777777778,0.5625,0.5,0.630952380952381,0.843243243243243,0.795918367346939,0.852040816326531
ensemble_model_v2_N40_B130_E170_nb_zones_6_mscn_svd,40,130,170, zones, mscn, svd,186,62,62,0.6,0.2,0.2, [0.71052632 0.81578947 0.78947368 0.83333333 0.75      ],0.693548387096774,0.758064516129032,0.845161290322581,0.922222222222222,0.89247311827957,0.924731182795699,0.707692307692308,0.657142857142857,0.698941798941799,0.693877551020408,0.62962962962963,0.743386243386243,0.836734693877551,0.793548387096774,0.845161290322581
ensemble_model_v2_N26_B137_E163_nb_zones_8_mscn_svdne,26,137,163, zones, mscn, svdne,256,85,85,0.60093896713615,0.199530516431925,0.199530516431925, [0.71153846 0.75       0.69230769 0.74       0.66      ],0.623529411764706,0.717647058823529,0.845070422535211,0.959349593495935,0.921875,0.9609375,0.6,0.521739130434783,0.632664437012263,0.692307692307692,0.72972972972973,0.719031531531531,0.836633663366337,0.800947867298578,0.844659980160917
ensemble_model_v2_N8_B146_E154_nb_zones_12_mscn_svdne,8,146,154, zones, mscn, svdne,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.73529412 0.75       0.77272727 0.72727273 0.74242424],0.590909090909091,0.560606060606061,0.815450643776824,0.904458598726115,0.850299401197605,0.910179640718563,0.608695652173913,0.617647058823529,0.590073529411765,0.579710144927536,0.625,0.5625,0.809734513274336,0.785407725321888,0.815450643776824
svm_model_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158,12, mscn, svd,354,118,118,0.6,0.2,0.2, [0.75       0.68055556 0.7        0.74285714 0.8       ],0.660714285714286,0.625,0.815450643776824,0.863905325443787,0.824858757062147,0.870056497175141,0.627450980392157,0.533333333333333,0.670512820512821,0.588235294117647,0.576923076923077,0.621794871794872,0.804545454545455,0.759656652360515,0.815450643776824
ensemble_model_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40,8, low_bits_5, svdne,1122,374,374,0.6,0.2,0.2, [1.         1.         0.99107143 0.99553571 1.        ],0.647058823529412,0.68716577540107,0.866844919786096,1,1,1,0.682692307692308,0.784530386740332,0.651332550883119,0.737078651685393,0.836734693877551,0.679603301994955,0.874432677760968,0.924307036247335,0.866659955891908
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.99681529 0.99038462 0.99679487 0.98397436 0.98076923],0.584766584766585,0.621621621621622,0.863636363636364,0.999360204734485,1,0.999359795134443,0.648648648648649,0.772277227722772,0.586138613861386,0.681818181818182,0.804878048780488,0.620260806568462,0.871835443037975,0.927609427609428,0.863636363636364
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_4_shifted_2_svdne,40,0,40, zones, low_bits_4_shifted_2, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [1.         1.         0.99173554 0.99586777 1.        ],0.642679900744417,0.612903225806452,0.851190476190476,1,1,1,0.626943005181347,0.601990049751244,0.642579183291463,0.597938144329897,0.568627450980392,0.613459454133412,0.848790322580645,0.833663366336634,0.851225321339291
ensemble_model_v2_N4_B196_E200_nb_zones_4_mscn_svd,4,196,200, zones, mscn, svd,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.69230769 0.5        0.625      0.66666667 0.58333333],0.536585365853659,0.804878048780488,0.83495145631068,0.943089430894309,0.935483870967742,0.943548387096774,0.577777777777778,0.764705882352941,0.569852941176471,0.777777777777778,0.777777777777778,0.801932367149758,0.833333333333333,0.876288659793814,0.837226898704247
ensemble_model_v2_N32_B134_E166_nb_zones_8_mscn_svd,32,134,166, zones, mscn, svd,240,80,80,0.6,0.2,0.2, [0.70833333 0.72916667 0.70833333 0.64583333 0.70833333],0.6625,0.725,0.8475,0.949579831932773,0.941666666666667,0.95,0.666666666666667,0.818181818181818,0.68568665377176,0.765957446808511,0.878048780487805,0.721075672295184,0.852300242130751,0.907216494845361,0.849239315383845
svm_model_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200,4, mscn, svd,94,31,31,0.602564102564102,0.198717948717949,0.198717948717949, [0.55       0.65       0.72222222 0.55555556 0.66666667],0.806451612903226,0.645161290322581,0.794871794871795,0.814814814814815,0.702127659574468,0.840425531914894,0.823529411764706,0.823529411764706,0.804621848739496,0.702702702702703,0.65,0.643181818181818,0.789473684210526,0.714285714285714,0.801587301587302
ensemble_model_v2_N40_B0_E40_nb_zones_8_lab_svdne,40,0,40, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [1.         0.99583333 1.         1.         1.        ],0.648241206030151,0.655778894472362,0.860943775100402,1,1,1,0.66824644549763,0.72680412371134,0.650166767738023,0.668280871670702,0.657142857142857,0.655699088145897,0.863613983259478,0.875249500998004,0.860857073731325
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32,10, low_bits_5, svd,1596,532,532,0.6,0.2,0.2, [0.9875     0.996875   1.         0.99685535 1.        ],0.497435897435898,0.502564102564103,0.835858585858586,1,1,1,0.664383561643836,1,0.5,0.668941979522184,1,0.5,0.859002169197397,1,0.835858585858586
svm_model_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163,10, mscn, svd,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.74193548 0.70967742 0.71666667 0.73333333 0.78333333],0.641975308641975,0.728395061728395,0.738197424892704,0.750877192982456,0.703947368421053,0.766447368421053,0.613333333333333,0.560975609756098,0.642987804878049,0.731707317073171,0.75,0.728658536585366,0.723981900452489,0.686695278969957,0.738197424892704
ensemble_model_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200,4, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.66666667 0.77272727 0.86363636 0.86363636 0.77272727],0.567567567567568,0.648648648648649,0.817204301075269,0.954954954954955,0.946428571428571,0.955357142857143,0.6,0.631578947368421,0.56578947368421,0.682926829268293,0.736842105263158,0.646198830409357,0.822916666666667,0.840425531914894,0.816951896392229
ensemble_model_v2_N4_B0_E4_nb_zones_10_lab_svdne,4,0,4, zones, lab, svdne,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.99056604 1.         0.99685535 0.99371069 1.        ],0.550761421319797,0.530456852791878,0.847643097643097,1,1,1,0.525469168900804,0.464454976303318,0.557364100173517,0.437689969604863,0.39344262295082,0.521365861238443,0.841921397379913,0.811447811447811,0.847643097643097
ensemble_model_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158,12, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.72857143 0.68571429 0.72857143 0.7        0.7       ],0.706896551724138,0.706896551724138,0.849785407725322,0.886792452830189,0.805714285714286,0.897142857142857,0.73015873015873,0.676470588235294,0.713235294117647,0.622222222222222,0.583333333333333,0.688725490196079,0.835680751173709,0.763948497854077,0.849785407725322
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_4_shifted_2_svdne,4,0,4, zones, low_bits_4_shifted_2, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.99659864 1.         0.99659864 0.98979592 0.98972603],0.572687224669604,0.488986784140969,0.820286195286195,0.99931833674165,0.998637602179836,0.999318801089918,0.612,0.662337662337662,0.571079145070177,0.532258064516129,0.591928251121076,0.490769320365733,0.826634185952091,0.856902356902357,0.820286195286195
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svd,26,0,26,10, low_bits_4_shifted_2, svd,1506,502,502,0.6,0.2,0.2, [0.98344371 0.99668874 1.         1.         0.98666667],0.531034482758621,0.56551724137931,0.83459595959596,1,1,1,0.633093525179856,0.846153846153846,0.544222297526262,0.676923076923077,0.872246696035242,0.551507963402236,0.851530034000755,0.948653198653198,0.83459595959596
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,1378,459,459,0.600174216027875,0.199912891986063,0.199912891986063, [0.94202899 0.97463768 0.97826087 0.97826087 0.97445255],0.690631808278867,0.697167755991285,0.875871080139373,0.997105643994211,1,0.997097242380261,0.732075471698113,0.858407079646018,0.693152037677086,0.736242884250474,0.829059829059829,0.694529914529915,0.883148831488315,0.93733681462141,0.875817491879144
ensemble_model_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16,10, lab, svdn,1366,455,455,0.600175746924429,0.199912126537786,0.199912126537786, [0.97810219 0.97445255 0.98175182 0.96691176 0.96691176],0.630769230769231,0.597802197802198,0.84182776801406,0.993445010924982,0.998535871156662,0.993411420204978,0.654320987654321,0.697368421052632,0.630622536517505,0.614736842105263,0.640350877192982,0.597708478244068,0.845758354755784,0.866549604916593,0.841806024973688
ensemble_model_v2_N8_B192_E200_nb_zones_4_mscn_svd,8,192,200, zones, mscn, svd,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.625      0.77272727 0.81818182 0.63636364 0.86363636],0.675675675675676,0.648648648648649,0.854838709677419,0.982456140350877,1,0.982142857142857,0.7,0.7,0.673529411764706,0.518518518518519,0.5,0.619565217391304,0.850828729281768,0.855555555555556,0.854861111111111
ensemble_model_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163,10, mscn, svd,266,88,88,0.601809954751131,0.199095022624434,0.199095022624434, [0.74074074 0.83333333 0.7037037  0.73076923 0.76923077],0.659090909090909,0.715909090909091,0.846153846153846,0.949019607843137,0.909774436090225,0.951127819548872,0.545454545454546,0.439024390243902,0.645044110015568,0.657534246575342,0.533333333333333,0.72015503875969,0.82741116751269,0.744292237442922,0.845240289125048
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16,10, low_bits_5, svdn,1318,439,439,0.600182149362477,0.199908925318761,0.199908925318761, [0.97348485 0.93560606 0.96212121 0.9280303  0.92748092],0.521640091116173,0.55125284738041,0.807832422586521,0.988505747126437,0.978755690440061,0.988619119878604,0.609665427509294,0.762790697674419,0.526484634551495,0.633147113594041,0.769230769230769,0.549752999294284,0.822689075630252,0.894063926940639,0.808067385813644
svm_model_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8,10, low_bits_6, svdne,1572,524,524,0.6,0.2,0.2, [0.99367089 0.99044586 1.         0.97770701 0.99681529],0.552238805970149,0.517412935323383,0.841329966329966,0.998087954110899,0.99618320610687,0.998091603053435,0.571428571428571,0.609137055837564,0.55334901572366,0.557077625570776,0.595121951219512,0.515835087284883,0.84466419447878,0.862794612794613,0.841329966329966
svm_model_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170,6, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.86842105 0.76315789 0.73684211 0.65789474],0.793650793650794,0.793650793650794,0.806962025316456,0.797687861271676,0.726315789473684,0.81578947368421,0.831168831168831,0.780487804878049,0.799334811529933,0.754716981132075,0.740740740740741,0.787037037037037,0.798679867986799,0.742331288343558,0.809074140903805
svm_model_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16,10, low_bits_3, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.98675497 0.98013245 0.96688742 0.98675497 0.97019868],0.741339491916859,0.732101616628176,0.896885521885522,0.988734261100066,0.988079470198676,0.988741721854305,0.765690376569038,0.859154929577465,0.743213828425096,0.756302521008403,0.818181818181818,0.730687153222364,0.900527811611855,0.933501683501684,0.896885521885522
ensemble_model_v2_N16_B142_E158_nb_zones_12_mscn_svd,16,142,158, zones, mscn, svd,342,114,114,0.6,0.2,0.2, [0.71428571 0.73529412 0.77941176 0.73529412 0.72058824],0.693548387096774,0.548387096774194,0.828326180257511,0.900302114803625,0.871345029239766,0.903508771929824,0.612244897959184,0.6,0.678378378378378,0.533333333333333,0.432432432432432,0.576216216216216,0.818181818181818,0.772532188841202,0.828326180257511
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,1580,526,526,0.600303951367781,0.199848024316109,0.199848024316109, [0.99683544 1.         1.         1.         0.99683544],0.698492462311558,0.693467336683417,0.898148148148148,1,1,1,0.726027397260274,0.854838709677419,0.7080797321972,0.75,0.863207547169811,0.681603773584906,0.903431763766959,0.952861952861953,0.898148148148148
svm_model_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200,4, mscn, svdne,110,36,36,0.604395604395604,0.197802197802198,0.197802197802198, [0.77272727 0.63636364 0.59090909 0.5        0.86363636],0.722222222222222,0.694444444444444,0.692307692307692,0.623655913978495,0.527272727272727,0.681818181818182,0.583333333333333,0.4375,0.69375,0.645161290322581,0.5,0.71875,0.621621621621622,0.505494505494506,0.692307692307692
ensemble_model_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8,10, lab, svdne,1362,454,454,0.6,0.2,0.2, [0.99635036 1.         1.         1.         0.99264706],0.616740088105727,0.539647577092511,0.831277533039648,1,1,1,0.635983263598326,0.666666666666667,0.616519174041298,0.570841889117043,0.591489361702128,0.537753813271155,0.83541039965621,0.84965034965035,0.831130681041871
svm_model_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16,10, low_bits_2, svdne,1452,484,484,0.6,0.2,0.2, [0.94863014 0.9137931  0.91034483 0.91034483 0.94137931],0.846320346320346,0.83982683982684,0.89520202020202,0.933161953727506,1,0.928374655647383,0.843956043956044,0.845814977973568,0.846311744305933,0.848360655737705,0.880851063829787,0.83910394601181,0.900360144057623,0.946969696969697,0.89520202020202
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8,10, low_bits_5, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.99652778 0.99652778 0.98958333 1.         1.        ],0.550106609808102,0.543710021321962,0.821127946127946,1,1,1,0.532150776053215,0.526315789473684,0.549464948678751,0.548523206751055,0.539419087136929,0.543832350586009,0.820143884892086,0.815656565656566,0.821127946127946
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,1428,476,476,0.6,0.2,0.2, [1.         0.98951049 0.99300699 1.         0.98943662],0.447257383966245,0.474683544303798,0.784511784511784,0.999300209937019,1,0.999299719887955,0.533807829181495,0.655021834061135,0.454041529275466,0.55929203539823,0.644897959183673,0.468737189198824,0.799687010954617,0.86026936026936,0.784511784511784
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdn,16,0,16,10, low_bits_4_shifted_2, svdn,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.96071429 0.975      0.975      0.98571429 0.95714286],0.598712446351931,0.579399141630901,0.833619210977701,0.996420901932713,0.994285714285714,0.996428571428571,0.612836438923395,0.666666666666667,0.601775956284153,0.634328358208955,0.711297071129707,0.57591285274547,0.839403973509934,0.873385012919897,0.833789005178992
svm_model_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.66666667 0.80434783 0.7173913  0.7826087  0.73913043],0.714285714285714,0.701298701298701,0.738341968911917,0.702127659574468,0.568965517241379,0.758620689655172,0.56,0.4,0.688095238095238,0.676056338028169,0.545454545454545,0.727272727272727,0.673139158576052,0.533333333333333,0.740488656195462
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4,12, low_bits_3, svd,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.99142857 0.95689655 0.99425287 0.97988506 0.97988506],0.769716088328076,0.766561514195584,0.934343434343434,0.994848311390956,0.997703788748565,0.994833524684271,0.8,0.929936305732484,0.771218152866242,0.804232804232804,0.95,0.764808917197452,0.937349397590361,0.982323232323232,0.934343434343434
ensemble_model_v2_N26_B137_E163_nb_zones_10_mscn_svd,26,137,163, zones, mscn, svd,306,102,102,0.6,0.2,0.2, [0.77419355 0.79032258 0.79032258 0.71666667 0.78333333],0.675,0.6625,0.828326180257511,0.908474576271186,0.875816993464052,0.911764705882353,0.675,0.675,0.675,0.63013698630137,0.575,0.6625,0.821428571428571,0.789699570815451,0.828326180257511
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdne,8,0,8,10, low_bits_4_shifted_2, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.99673203 0.98355263 0.99342105 0.99671053 0.99342105],0.707259953161593,0.667447306791569,0.887626262626263,1,1,1,0.708624708624709,0.690909090909091,0.707773386034256,0.651960784313726,0.642512077294686,0.666710584101888,0.886816447647308,0.88047138047138,0.887626262626263
ensemble_model_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200,4, mscn, svdne,124,41,41,0.601941747572815,0.199029126213592,0.199029126213592, [0.65384615 0.73076923 0.66666667 0.625      0.66666667],0.707317073170732,0.682926829268293,0.864077669902913,0.975609756097561,0.967741935483871,0.975806451612903,0.666666666666667,0.545454545454545,0.720095693779904,0.606060606060606,0.454545454545455,0.700956937799043,0.854166666666667,0.773584905660377,0.866792452830189
ensemble_model_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170,6, mscn, svdne,190,63,63,0.60126582278481,0.199367088607595,0.199367088607595, [0.71052632 0.73684211 0.68421053 0.78947368 0.84210526],0.746031746031746,0.666666666666667,0.80379746835443,0.857142857142857,0.789473684210526,0.868421052631579,0.714285714285714,0.666666666666667,0.742424242424242,0.631578947368421,0.642857142857143,0.664285714285714,0.784722222222222,0.738562091503268,0.801796383174947
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [1.         0.98993289 0.9966443  1.         0.99328859],0.73589164785553,0.706546275395034,0.896043771043771,1,1,1,0.73589164785553,0.747706422018349,0.736075433231397,0.690476190476191,0.644444444444444,0.707543323139653,0.895027624309392,0.886363636363636,0.896043771043771
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26,10, low_bits_3, svdn,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.91612903 0.95806452 0.96103896 0.94155844 0.91883117],0.740384615384615,0.745192307692308,0.88510101010101,0.962822936357908,0.989637305699482,0.961787564766839,0.762114537444934,0.901041666666667,0.751860119047619,0.784552845528455,0.861607142857143,0.735491071428571,0.892222660876431,0.951178451178451,0.88510101010101
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16,10, low_bits_6, svdn,1536,512,512,0.6,0.2,0.2, [0.95779221 0.9512987  0.96428571 0.96732026 0.96732026],0.597619047619048,0.60952380952381,0.853956228956229,0.990944372574386,0.997395833333333,0.990885416666667,0.64421052631579,0.776649746192893,0.608055814800483,0.6796875,0.780269058295964,0.598256356559149,0.863008290564548,0.92003367003367,0.853956228956229
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32,10, low_bits_6, svd,1500,500,500,0.6,0.2,0.2, [0.99333333 0.98666667 1.         0.99333333 1.        ],0.502283105022831,0.497716894977169,0.815656565656566,1,1,1,0.668693009118541,1,0.5,0.664634146341463,1,0.5,0.844349680170576,1,0.815656565656566
ensemble_model_v2_N4_B196_E200_nb_zones_4_mscn_svdne,4,196,200, zones, mscn, svdne,102,34,34,0.6,0.2,0.2, [0.63636364 0.6        0.55       0.65       0.85      ],0.558823529411765,0.470588235294118,0.805882352941176,1,1,1,0.482758620689655,0.368421052631579,0.58421052631579,0.307692307692308,0.181818181818182,0.590909090909091,0.789808917197452,0.673913043478261,0.817725752508361
ensemble_model_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.64583333 0.76086957 0.65217391 0.76086957 0.80434783],0.649350649350649,0.688311688311688,0.813471502590673,0.904977375565611,0.862068965517241,0.90948275862069,0.608695652173913,0.525,0.654391891891892,0.707317073170732,0.725,0.686824324324324,0.806451612903226,0.76530612244898,0.814232008592911
svm_model_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200,4, mscn, svdne,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.65384615 0.66666667 0.70833333 0.625      0.70833333],0.775,0.6,0.688118811881188,0.568181818181818,0.40983606557377,0.688524590163934,0.742857142857143,0.619047619047619,0.783208020050125,0.466666666666667,0.333333333333333,0.614035087719298,0.588235294117647,0.436893203883495,0.693194076689222
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8,12, low_bits_2, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.9327957  0.9327957  0.93548387 0.92972973 0.93513514],0.830769230769231,0.788461538461538,0.933501683501684,0.9688654353562,0.989224137931034,0.968211206896552,0.805309734513274,0.7109375,0.828953598484848,0.753363228699552,0.636363636363636,0.790838068181818,0.93259385665529,0.92003367003367,0.933501683501684
ensemble_model_v2_N40_B130_E170_nb_zones_6_mscn_svdne,40,130,170, zones, mscn, svdne,168,56,56,0.6,0.2,0.2, [0.70588235 0.73529412 0.82352941 0.55882353 0.8125    ],0.714285714285714,0.678571428571429,0.867857142857143,0.982035928143712,0.976190476190476,0.982142857142857,0.68,0.68,0.710967741935484,0.666666666666667,0.692307692307692,0.67948717948718,0.863468634686347,0.866666666666667,0.867816091954023
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26,10, low_bits_2, svdn,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.92156863 0.875      0.86184211 0.875      0.90131579],0.847775175644028,0.868852459016393,0.889309764309764,0.91125,0.957950065703022,0.906701708278581,0.861407249466951,0.922374429223744,0.845802599227257,0.873303167420814,0.927884615384615,0.870335001756235,0.895260852250099,0.946127946127946,0.889309764309764
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.92605634 0.96126761 0.92198582 0.93617021 0.90780142],0.872611464968153,0.842887473460722,0.921052631578947,0.964529331514325,1,0.963224893917963,0.864864864864865,0.849557522123894,0.871717536572151,0.836283185840708,0.774590163934426,0.845444861702896,0.921253175275191,0.924384027187766,0.921055457190151
svm_model_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200,6, mscn, svd,142,47,47,0.601694915254237,0.199152542372881,0.199152542372881, [0.76666667 0.60714286 0.82142857 0.53571429 0.75      ],0.702127659574468,0.74468085106383,0.728813559322034,0.683333333333333,0.577464788732394,0.732394366197183,0.611111111111111,0.478260869565217,0.697463768115942,0.727272727272727,0.592592592592593,0.771296296296296,0.68,0.56198347107438,0.733165648580668
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.99006623 0.99337748 0.98675497 1.         1.        ],0.736720554272517,0.736720554272517,0.904040404040404,1,1,1,0.760504201680672,0.808035714285714,0.734161397812714,0.753246753246753,0.832535885167464,0.739928656869446,0.906862745098039,0.934343434343434,0.904040404040404
ensemble_model_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200,4, mscn, svdne,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.70833333 0.70833333 0.83333333 0.59090909 0.54545455],0.789473684210526,0.710526315789474,0.885416666666667,0.974789915966386,1,0.974137931034483,0.777777777777778,0.777777777777778,0.788888888888889,0.717948717948718,0.666666666666667,0.715686274509804,0.88659793814433,0.88659793814433,0.88540423223006
ensemble_model_v2_N32_B134_E166_nb_zones_8_mscn_svdne,32,134,166, zones, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.625      0.69565217 0.69565217 0.76086957 0.67391304],0.662337662337662,0.662337662337662,0.826424870466321,0.931506849315068,0.879310344827586,0.935344827586207,0.617647058823529,0.525,0.667905405405405,0.580645161290323,0.473684210526316,0.659919028340081,0.808022922636103,0.72680412371134,0.826943728522337
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8,12, low_bits_3, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.98571429 0.98571429 0.99712644 0.98563218 0.99137931],0.468354430379747,0.477848101265823,0.85479797979798,0.993111366245695,0.99197247706422,0.993119266055046,0.636363636363636,0.936305732484076,0.471297520330089,0.646680942184154,0.949685534591195,0.474842767295598,0.87083489329839,0.978956228956229,0.85479797979798
svm_model_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158,12, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.72058824 0.70588235 0.73529412 0.76470588 0.75757576],0.6875,0.65625,0.718884120171674,0.673992673992674,0.544378698224852,0.736686390532544,0.583333333333333,0.4375,0.6875,0.521739130434782,0.375,0.65625,0.643051771117166,0.506437768240343,0.718884120171674
svm_model_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170,8, mscn, svd,206,68,68,0.60233918128655,0.198830409356725,0.198830409356725, [0.73809524 0.76190476 0.73809524 0.65       0.7       ],0.691176470588235,0.764705882352941,0.774853801169591,0.789473684210526,0.728155339805825,0.805825242718447,0.712328767123288,0.742857142857143,0.68961038961039,0.794871794871795,0.81578947368421,0.757894736842105,0.774193548387097,0.75,0.775602409638554
ensemble_model_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200,6, mscn, svd,174,58,58,0.6,0.2,0.2, [0.72222222 0.66666667 0.82352941 0.67647059 0.73529412],0.620689655172414,0.724137931034483,0.789655172413793,0.858895705521472,0.804597701149425,0.867816091954023,0.592592592592593,0.516129032258065,0.628434886499403,0.724137931034483,0.617647058823529,0.746323529411765,0.778181818181818,0.703947368421053,0.794002669717773
ensemble_model_v2_N8_B192_E200_nb_zones_4_mscn_svdne,8,192,200, zones, mscn, svdne,102,34,34,0.6,0.2,0.2, [0.77272727 0.75       0.65       0.6        0.65      ],0.617647058823529,0.676470588235294,0.852941176470588,0.99009900990099,0.980392156862745,0.990196078431373,0.551724137931034,0.615384615384615,0.617216117216117,0.666666666666667,0.647058823529412,0.676470588235294,0.846625766871166,0.851851851851852,0.852892218060757
ensemble_model_v2_N4_B0_E4_nb_zones_10_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,1458,486,486,0.6,0.2,0.2, [0.99657534 1.         1.         0.98630137 0.97931034],0.533769063180828,0.544662309368192,0.821548821548821,0.999313658201784,0.998628257887517,0.999314128943758,0.485576923076923,0.452914798206278,0.531542144865851,0.542669584245077,0.525423728813559,0.545223075169112,0.818025751072961,0.802188552188552,0.821548821548821
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,1476,492,492,0.6,0.2,0.2, [1.         0.98986486 1.         0.99659864 1.        ],0.666666666666667,0.664444444444444,0.873316498316498,1,1,1,0.67948717948718,0.726027397260274,0.668208503824942,0.688659793814433,0.722943722943723,0.66284172448556,0.876080691642651,0.895622895622896,0.873316498316498
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40,10, low_bits_4, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [1. 1. 1. 1. 1.],0.522673031026253,0.54653937947494,0.835858585858586,1,1,1,0.667774086378737,1,0.541284403669725,0.696485623003195,1,0.527363184079602,0.859002169197397,1,0.835858585858586
svm_model_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163,10, mscn, svdne,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.7        0.53333333 0.73333333 0.72413793 0.63793103],0.811764705882353,0.717647058823529,0.706008583690987,0.636704119850187,0.574324324324324,0.672297297297297,0.818181818181818,0.878048780487805,0.814024390243902,0.739130434782609,0.772727272727273,0.715631929046563,0.693512304250559,0.665236051502146,0.706008583690987
svm_model_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200,6, mscn, svd,166,55,55,0.601449275362319,0.199275362318841,0.199275362318841, [0.76470588 0.73529412 0.70588235 0.71875    0.75      ],0.672727272727273,0.654545454545455,0.739130434782609,0.748201438848921,0.626506024096386,0.789156626506024,0.571428571428571,0.48,0.656666666666667,0.577777777777778,0.481481481481482,0.651455026455026,0.68141592920354,0.57037037037037,0.735539795114263
ensemble_model_v2_N4_B196_E200_nb_zones_6_mscn_svd,4,196,200, zones, mscn, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.71052632 0.71052632 0.68421053 0.63157895 0.75      ],0.693548387096774,0.596774193548387,0.823717948717949,0.940540540540541,0.925531914893617,0.941489361702128,0.654545454545455,0.5625,0.697916666666667,0.603174603174603,0.487179487179487,0.634894091415831,0.818481848184818,0.751515151515152,0.828138528138528
svm_model_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166,10, mscn, svd,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.71666667 0.72413793 0.82758621 0.81034483 0.77586207],0.735632183908046,0.574712643678161,0.748927038626609,0.786516853932584,0.719178082191781,0.804794520547945,0.701298701298701,0.613636363636364,0.737050739957717,0.55421686746988,0.534883720930232,0.574260042283298,0.725995316159251,0.665236051502146,0.748927038626609
ensemble_model_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170,8, mscn, svd,254,84,84,0.601895734597156,0.199052132701422,0.199052132701422, [0.80769231 0.69230769 0.72       0.7        0.76      ],0.702380952380952,0.738095238095238,0.843601895734597,0.921810699588477,0.881889763779527,0.925196850393701,0.712643678160919,0.794871794871795,0.708547008547008,0.760869565217391,0.74468085106383,0.73720529039678,0.843601895734597,0.835680751173709,0.843677696161017
ensemble_model_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158,12, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.64705882 0.70588235 0.75       0.77941176 0.81818182],0.625,0.75,0.836909871244635,0.885350318471338,0.822485207100592,0.893491124260355,0.6,0.545454545454545,0.627565982404692,0.733333333333333,0.709677419354839,0.748778103616813,0.824884792626728,0.768240343347639,0.836909871244635
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svd,32,0,32,10, low_bits_4_shifted_2, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.99350649 1.         0.98366013 1.         0.99346405],0.658767772511848,0.59478672985782,0.867424242424242,1,1,1,0.750865051903114,0.943478260869565,0.630593297101449,0.677966101694915,0.9375,0.623097826086956,0.880726997349489,0.978956228956229,0.867424242424242
ensemble_model_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.52631579 0.77777778 0.77777778 0.66666667 0.58333333],0.683333333333333,0.633333333333333,0.794701986754967,0.878612716763006,0.835164835164835,0.884615384615385,0.666666666666667,0.633333333333333,0.683333333333333,0.633333333333333,0.678571428571429,0.636160714285714,0.786206896551724,0.76510067114094,0.794315041452823
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4,12, low_bits_2, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.94166667 0.92222222 0.92222222 0.93611111 0.91340782],0.903114186851211,0.854671280276817,0.938973063973064,0.959828602035351,0.996662958843159,0.958286985539488,0.895522388059701,0.888888888888889,0.902236652236652,0.859060402684564,0.831168831168831,0.856325156325156,0.940402794903411,0.962962962962963,0.938973063973064
ensemble_model_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163,10, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.76785714 0.73214286 0.68518519 0.68518519 0.75925926],0.692307692307692,0.681318681318681,0.793859649122807,0.847736625514403,0.751824817518248,0.864963503649635,0.641025641025641,0.543478260869565,0.693961352657005,0.613333333333333,0.511111111111111,0.679468599033816,0.762626262626262,0.662280701754386,0.793859649122807
ensemble_model_N32_B0_E32_nb_zones_10_lab_svd,32,0,32,10, lab, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [1.        1.        0.9965035 1.        1.       ],0.595338983050847,0.538135593220339,0.827861952861953,1,1,1,0.719530102790015,0.991902834008097,0.575951417004049,0.672672672672673,0.995555555555555,0.558506522717049,0.852824757106873,0.997474747474748,0.827861952861953
ensemble_model_v2_N40_B130_E170_nb_zones_8_mscn_svd,40,130,170, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.72916667 0.66666667 0.79166667 0.70833333 0.76086957],0.531645569620253,0.632911392405063,0.815656565656566,0.970212765957447,0.957983193277311,0.970588235294117,0.54320987654321,0.594594594594595,0.535392535392535,0.674157303370787,0.697674418604651,0.626614987080103,0.819753086419753,0.834170854271357,0.815562584496084
ensemble_model_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166,10, mscn, svd,308,102,102,0.6015625,0.19921875,0.19921875, [0.80645161 0.77419355 0.69354839 0.67741935 0.68333333],0.594936708860759,0.759493670886076,0.817596566523605,0.879432624113475,0.805194805194805,0.88961038961039,0.529411764705882,0.473684210526316,0.590500641848524,0.73972602739726,0.658536585365854,0.763478818998716,0.799054373522459,0.725321888412017,0.817596566523605
ensemble_model_v2_N16_B142_E158_nb_zones_12_mscn_svdne,16,142,158, zones, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.64285714 0.6        0.72857143 0.76470588 0.63235294],0.666666666666667,0.716666666666667,0.84549356223176,0.888888888888889,0.809248554913295,0.898843930635838,0.696969696969697,0.741935483870968,0.664071190211346,0.711864406779661,0.724137931034483,0.716907675194661,0.836363636363636,0.789699570815451,0.84549356223176
ensemble_model_v2_N8_B192_E200_nb_zones_6_mscn_svd,8,192,200, zones, mscn, svd,186,62,62,0.6,0.2,0.2, [0.76315789 0.68421053 0.71052632 0.69444444 0.77777778],0.67741935483871,0.693548387096774,0.861290322580645,0.978494623655914,0.978494623655914,0.978494623655914,0.67741935483871,0.724137931034483,0.68025078369906,0.698412698412698,0.666666666666667,0.695402298850575,0.861736334405145,0.864516129032258,0.861290322580645
ensemble_model_v2_N26_B137_E163_nb_zones_10_mscn_svdne,26,137,163, zones, mscn, svdne,294,98,98,0.6,0.2,0.2, [0.66666667 0.73333333 0.72413793 0.67241379 0.53448276],0.674418604651163,0.732558139534884,0.841201716738197,0.917562724014337,0.870748299319728,0.921768707482993,0.695652173913043,0.761904761904762,0.676406926406926,0.762886597938144,0.840909090909091,0.729978354978355,0.841880341880342,0.84549356223176,0.841201716738197
svm_model_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.81818182 0.77272727 0.86363636 0.85       0.85      ],0.714285714285714,0.742857142857143,0.795454545454545,0.83495145631068,0.811320754716981,0.839622641509434,0.705882352941176,0.705882352941176,0.714052287581699,0.666666666666667,0.642857142857143,0.726190476190476,0.780487804878049,0.761904761904762,0.79399585921325
svm_model_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200,6, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.77777778 0.83333333 0.72222222 0.82352941 0.64705882],0.551724137931034,0.53448275862069,0.688356164383562,0.784090909090909,0.784090909090909,0.784090909090909,0.535714285714286,0.517241379310345,0.551724137931034,0.542372881355932,0.571428571428571,0.535714285714286,0.687285223367698,0.689655172413793,0.688365001172883
ensemble_model_v2_N32_B134_E166_nb_zones_10_mscn_svd,32,134,166, zones, mscn, svd,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.7        0.7        0.73333333 0.79310345 0.67241379],0.682352941176471,0.752941176470588,0.851931330472103,0.925266903914591,0.878378378378378,0.929054054054054,0.666666666666667,0.58695652173913,0.690914158305463,0.704225352112676,0.641025641025641,0.744425863991081,0.840646651270208,0.781115879828326,0.851931330472103
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40,10, low_bits_6, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.98601399 0.9965035  0.98251748 0.98943662 0.98943662],0.541052631578947,0.458947368421053,0.800084175084175,1,1,1,0.702185792349727,1,0.5,0.629148629148629,1,0.5,0.83339179235356,1,0.800084175084175
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4,12, low_bits_4, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.99709302 1.         1.         1.         0.99709302],0.585365853658537,0.49390243902439,0.872895622895623,1,1,1,0.696428571428571,0.88135593220339,0.55988326411494,0.606635071090047,0.847682119205298,0.519886257342762,0.883397683397683,0.962962962962963,0.872895622895623
ensemble_model_v2_N40_B0_E40_nb_zones_8_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1230,410,410,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.651219512195122,0.658536585365854,0.861951219512195,1,1,1,0.655421686746988,0.623853211009174,0.65307243883792,0.665071770334928,0.695,0.659404761904762,0.86282113427048,0.861568247821878,0.861954232072198
ensemble_model_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200,4, mscn, svd,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.80769231 0.70833333 0.75       0.79166667 0.70833333],0.725,0.6,0.836633663366337,0.948275862068966,0.901639344262295,0.950819672131148,0.755555555555556,0.653846153846154,0.755494505494506,0.6,0.5,0.625,0.835820895522388,0.756756756756757,0.845411345411345
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svd,26,0,26, zones, lab, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [1.         1.         0.99310345 1.         0.99655172],0.646420824295011,0.648590021691974,0.863215488215488,1,1,1,0.669371196754564,0.690376569037657,0.644737834068378,0.663900414937759,0.720720720720721,0.651155339439858,0.866200082338411,0.885521885521885,0.863215488215488
ensemble_model_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200,6, mscn, svdne,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.55263158 0.77777778 0.58333333 0.58333333 0.61111111],0.6,0.633333333333333,0.798013245033113,0.918032786885246,0.923076923076923,0.917582417582418,0.636363636363636,0.807692307692308,0.624434389140272,0.666666666666667,0.666666666666667,0.62962962962963,0.806349206349206,0.846666666666667,0.798333333333333
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [1.         0.99640288 1.         0.99640288 1.        ],0.534632034632035,0.543290043290043,0.815743944636678,1,1,1,0.592030360531309,0.725581395348837,0.547001223990208,0.641765704584041,0.78099173553719,0.531404958677686,0.829872204472843,0.902693310165074,0.816118403575216
svm_model_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.74285714 0.72058824 0.69117647 0.70588235 0.79411765],0.645161290322581,0.741935483870968,0.800429184549356,0.829721362229102,0.783625730994152,0.839181286549708,0.633333333333333,0.678571428571429,0.648109243697479,0.757575757575758,0.735294117647059,0.742647058823529,0.792873051224944,0.763948497854077,0.800429184549356
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16,10, low_bits_2, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.92758621 0.92708333 0.91319444 0.90972222 0.94097222],0.832976445396146,0.785867237687366,0.902356902356902,0.963806970509383,0.997226074895978,0.9625520110957,0.816037735849057,0.752173913043478,0.831783159053385,0.767441860465116,0.69620253164557,0.787231700605394,0.901108269394714,0.88973063973064,0.902356902356902
ensemble_model_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8,10, low_bits_6, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.99310345 0.99655172 1.         1.         1.        ],0.564655172413793,0.551724137931034,0.827441077441077,1,1,1,0.586065573770492,0.588477366255144,0.563469452358341,0.54585152838428,0.565610859728507,0.552352754967134,0.828738512949039,0.835016835016835,0.827441077441077
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16,10, low_bits_3, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.98       0.98666667 0.99       0.99       0.97315436],0.899772209567198,0.85876993166287,0.952861952861953,0.996005326231691,0.998664886515354,0.995994659546061,0.908713692946058,0.964757709251101,0.897473194248192,0.865800865800866,0.943396226415094,0.861565954617239,0.954210956663941,0.982323232323232,0.952861952861953
ensemble_model_v2_N16_B184_E200_nb_zones_4_mscn_svd,16,184,200, zones, mscn, svd,114,38,38,0.6,0.2,0.2, [0.75       0.70833333 0.77272727 0.77272727 0.72727273],0.763157894736842,0.447368421052632,0.821052631578947,0.964285714285714,0.947368421052632,0.964912280701754,0.780487804878049,0.842105263157895,0.763157894736842,0.432432432432432,0.470588235294118,0.449579831932773,0.821052631578947,0.838709677419355,0.821416694379781
svm_model_N4_B0_E4_nb_zones_12_lab_svd,4,0,4,12, lab, svd,1746,582,582,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.507936507936508,0.492063492063492,0.867424242424242,1,1,1,0.673684210526316,1,0.5,0.659574468085106,1,0.5,0.882943143812709,1,0.867424242424242
ensemble_model_v2_N4_B196_E200_nb_zones_6_mscn_svdne,4,196,200, zones, mscn, svdne,194,64,64,0.602484472049689,0.198757763975155,0.198757763975155, [0.625      0.65       0.5        0.68421053 0.68421053],0.609375,0.65625,0.835403726708075,0.969072164948454,0.969072164948454,0.969072164948454,0.63768115942029,0.758620689655172,0.622167487684729,0.676470588235294,0.71875,0.65625,0.83987915407855,0.879746835443038,0.836214881136153
svm_model_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200,6, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.83333333 0.66666667 0.69444444 0.69444444 0.58823529],0.644067796610169,0.661016949152542,0.682432432432432,0.607407407407407,0.460674157303371,0.702247191011236,0.461538461538462,0.310344827586207,0.638505747126437,0.583333333333333,0.466666666666667,0.664367816091954,0.576576576576577,0.432432432432432,0.682432432432432
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [1.         0.98709677 1.         0.99675325 0.99025974],0.568674698795181,0.592771084337349,0.853535353535353,1,1,1,0.646942800788955,0.803921568627451,0.572576898057801,0.658585858585859,0.772511848341232,0.589687296719636,0.863422291993721,0.925925925925926,0.853535353535353
svm_model_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170,8, mscn, svdne,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.66666667 0.6875     0.70833333 0.67391304],0.683544303797468,0.670886075949367,0.820707070707071,0.915966386554622,0.915966386554622,0.915966386554622,0.683544303797468,0.613636363636364,0.692532467532468,0.628571428571429,0.628571428571429,0.666558441558442,0.816537467700258,0.797979797979798,0.820707070707071
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16,10, low_bits_4, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [1.         0.99677419 0.99677419 0.98701299 0.99350649],0.602409638554217,0.660240963855422,0.870791245791246,0.999353587588882,1,0.999353169469599,0.609929078014184,0.654822335025381,0.604934103292507,0.685968819599109,0.706422018348624,0.657779537093094,0.873088052914428,0.888888888888889,0.870791245791246
ensemble_model_v2_N8_B0_E8_nb_zones_10_lab_svdne,8,0,8, zones, lab, svdne,1488,496,496,0.6,0.2,0.2, [0.9966443  1.         1.         0.99328859 1.        ],0.542792792792793,0.52027027027027,0.824915824915825,1,1,1,0.513189448441247,0.481981981981982,0.542792792792793,0.512585812356979,0.504504504504504,0.52027027027027,0.822374039282664,0.810606060606061,0.824915824915825
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svd,4,0,4,12, low_bits_4_shifted_2, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.99719101 1.         0.99157303 0.99719101 1.        ],0.536912751677852,0.463087248322148,0.874579124579125,1,1,1,0.698689956331878,1,0.5,0.63302752293578,1,0.5,0.888556469708302,1,0.874579124579125
svm_model_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.72727273 0.72727273 0.70454545 0.70454545 0.65909091],0.616438356164384,0.753424657534247,0.702185792349727,0.627218934911243,0.481818181818182,0.713636363636364,0.5,0.388888888888889,0.613363363363363,0.678571428571429,0.59375,0.735899390243903,0.612099644128114,0.48314606741573,0.696360267750418
ensemble_model_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200,6, mscn, svdne,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.77777778 0.61111111 0.66666667 0.63888889 0.67647059],0.779661016949153,0.76271186440678,0.858108108108108,0.914285714285714,0.898876404494382,0.915730337078652,0.745098039215686,0.633333333333333,0.782183908045977,0.730769230769231,0.59375,0.778356481481482,0.848920863309353,0.781456953642384,0.859693994062571
ensemble_model_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163,12, mscn, svd,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.72857143 0.65714286 0.70588235 0.67647059 0.75      ],0.754098360655738,0.754098360655738,0.839055793991416,0.85981308411215,0.802325581395349,0.869186046511628,0.754098360655738,0.657142857142857,0.770879120879121,0.727272727272727,0.769230769230769,0.756043956043956,0.82837528604119,0.776824034334764,0.839055793991416
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26,10, low_bits_4, svdn,1392,464,464,0.6,0.2,0.2, [0.96071429 0.95683453 0.95323741 0.97482014 0.97482014],0.637931034482759,0.627155172413793,0.845689655172414,0.98776097912167,0.985632183908046,0.987787356321839,0.690036900369004,0.792372881355932,0.635221528397264,0.677839851024209,0.774468085106383,0.625225308928737,0.854943273905997,0.904027420736932,0.845335479665951
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_4_shifted_2_svdne,8,0,8, zones, low_bits_4_shifted_2, svdne,1524,508,508,0.6,0.2,0.2, [1.         1.         1.         1.         0.99671053],0.537558685446009,0.535211267605634,0.833754208754209,1,1,1,0.549199084668192,0.571428571428571,0.538029100529101,0.541666666666667,0.541666666666667,0.535119047619048,0.834935227747597,0.840909090909091,0.833754208754209
ensemble_model_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170,8, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.79166667 0.625      0.79166667 0.67391304 0.84782609],0.653846153846154,0.730769230769231,0.854591836734694,0.960352422907489,0.923728813559322,0.961864406779661,0.666666666666667,0.72972972972973,0.657547791694133,0.734177215189873,0.725,0.730921052631579,0.852713178294574,0.846153846153846,0.854549004295197
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26,10, low_bits_3, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.93537415 0.93537415 0.93537415 0.90136054 0.94178082],0.757709251101322,0.770925110132159,0.896885521885522,0.979319546364243,1,0.978882833787466,0.78,0.86283185840708,0.758170315168452,0.795275590551181,0.885964912280702,0.770416084458935,0.902273633825289,0.952020202020202,0.896885521885522
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40,10, low_bits_2, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.92       0.89333333 0.91666667 0.90604027 0.94966443],0.836363636363636,0.859090909090909,0.914983164983165,0.956521739130435,1,0.954545454545454,0.829383886255924,0.7847533632287,0.837077142443843,0.856481481481481,0.852534562211981,0.859002707114959,0.91645988420182,0.932659932659933,0.914983164983165
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4,12, low_bits_5, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [1.         1.         0.99712644 1.         1.        ],0.515822784810127,0.484177215189874,0.867003367003367,1,1,1,0.680584551148225,1,0.5,0.652452025586354,1,0.5,0.882615156017831,1,0.867003367003367
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.99668874 0.99337748 1.         1.         1.        ],0.672055427251732,0.727482678983834,0.890572390572391,1,1,1,0.733082706766917,0.882352941176471,0.667591564927858,0.76953125,0.929245283018868,0.731590967301289,0.898198903680501,0.965488215488216,0.890572390572391
ensemble_model_v2_N8_B192_E200_nb_zones_6_mscn_svdne,8,192,200, zones, mscn, svdne,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.64705882 0.64705882 0.76470588 0.82352941 0.73529412],0.642857142857143,0.696428571428571,0.843971631205674,0.958579881656805,0.952941176470588,0.958823529411765,0.62962962962963,0.607142857142857,0.642857142857143,0.653061224489796,0.615384615384615,0.691025641025641,0.838235294117647,0.820143884892086,0.843638376012477
svm_model_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166,10, mscn, svdne,324,108,108,0.6,0.2,0.2, [0.6969697  0.78787879 0.734375   0.703125   0.734375  ],0.746478873239437,0.676056338028169,0.731759656652361,0.666666666666667,0.518518518518518,0.740740740740741,0.7,0.583333333333333,0.748809523809524,0.596491228070175,0.485714285714286,0.673412698412698,0.661246612466125,0.523605150214592,0.731759656652361
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.99006623 0.98675497 0.99       0.98333333 0.98666667],0.610091743119266,0.582568807339449,0.851851851851852,1,1,1,0.699646643109541,0.872246696035242,0.598802773854942,0.671480144404332,0.889952153110048,0.594755812237843,0.865853658536585,0.956228956228956,0.851851851851852
ensemble_model_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200,8, mscn, svd,262,87,87,0.60091743119266,0.19954128440367,0.19954128440367, [0.62962963 0.55769231 0.59615385 0.65384615 0.67307692],0.64367816091954,0.64367816091954,0.844036697247706,0.977611940298508,1,0.977099236641221,0.651685393258427,0.707317073170732,0.647136797454931,0.64367816091954,0.595744680851064,0.647872340425532,0.846846846846847,0.858447488584475,0.843970288071039
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdn,16,0,16, zones, low_bits_4_shifted_2, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.99310345 0.99310345 0.99310345 0.96551724 0.99652778],0.558189655172414,0.506465517241379,0.816919191919192,0.999308914996544,0.998618784530387,0.999309392265193,0.622467771639042,0.722222222222222,0.556763285024155,0.581352833638026,0.691304347826087,0.508045336306206,0.828537642885298,0.884680134680135,0.816919191919192
svm_model_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200,4, mscn, svdne,112,37,37,0.602150537634409,0.198924731182796,0.198924731182796, [0.66666667 0.63636364 0.81818182 0.59090909 0.86363636],0.756756756756757,0.675675675675676,0.720430107526882,0.680412371134021,0.589285714285714,0.723214285714286,0.689655172413793,0.588235294117647,0.744117647058824,0.647058823529412,0.55,0.686764705882353,0.675,0.580645161290323,0.720430107526882
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svdn,16,0,16, zones, lab, svdn,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.98726115 0.99679487 0.99679487 0.99679487 1.        ],0.501228501228501,0.496314496314496,0.828282828282828,1,1,1,0.574423480083857,0.64018691588785,0.493668587477604,0.570230607966457,0.704663212435233,0.506537213694252,0.837837837837838,0.887205387205387,0.828282828282828
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svd,4,0,4, zones, low_bits_3, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.98055556 0.96944444 0.97777778 0.98888889 0.96089385],0.764705882352941,0.754325259515571,0.938131313131313,0.995560488346282,0.997775305895439,0.995550611790879,0.792682926829268,0.909090909090909,0.766189290161893,0.788059701492537,0.904109589041096,0.752754095219849,0.940365111561866,0.975589225589225,0.938131313131313
ensemble_model_v2_N26_B137_E163_nb_zones_12_mscn_svd,26,137,163, zones, mscn, svd,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.77777778 0.72857143 0.67142857 0.68571429 0.71428571],0.701754385964912,0.824561403508772,0.871244635193133,0.901492537313433,0.857954545454545,0.90625,0.690909090909091,0.633333333333333,0.705555555555555,0.791666666666667,0.703703703703704,0.818518518518519,0.863013698630137,0.811158798283262,0.871244635193133
ensemble_model_v2_N40_B130_E170_nb_zones_8_mscn_svdne,40,130,170, zones, mscn, svdne,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.69565217 0.65217391 0.70454545 0.93181818 0.72727273],0.648648648648649,0.608108108108108,0.849462365591398,0.995515695067265,0.991071428571429,0.995535714285714,0.657894736842105,0.714285714285714,0.652014652014652,0.591549295774648,0.538461538461538,0.612087912087912,0.848648648648648,0.844086021505376,0.849462365591398
svm_model_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200,8, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.77272727 0.81818182 0.68181818 0.79545455 0.77272727],0.643835616438356,0.657534246575342,0.748633879781421,0.780748663101604,0.663636363636364,0.813636363636364,0.59375,0.558823529411765,0.638386123680241,0.691358024691358,0.636363636363636,0.663009404388715,0.72289156626506,0.638297872340426,0.751733205833134
ensemble_model_v2_N4_B196_E200_nb_zones_8_mscn_svd,4,196,200, zones, mscn, svd,250,83,83,0.600961538461538,0.199519230769231,0.199519230769231, [0.62 0.72 0.66 0.7  0.64],0.566265060240964,0.626506024096386,0.769230769230769,0.880658436213992,0.856,0.884,0.5,0.428571428571429,0.56794425087108,0.626506024096385,0.619047619047619,0.626596980255517,0.758793969849246,0.722488038277512,0.769456579525229
ensemble_model_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200,4, mscn, svdne,100,33,33,0.602409638554217,0.198795180722892,0.198795180722892, [0.6  0.8  0.65 0.7  0.75],0.727272727272727,0.636363636363636,0.855421686746988,0.969072164948454,0.94,0.97,0.780487804878049,0.695652173913043,0.747826086956522,0.68421052631579,0.764705882352941,0.632352941176471,0.863636363636364,0.844444444444444,0.856432748538012
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40,10, low_bits_3, svd,1580,526,526,0.600303951367781,0.199848024316109,0.199848024316109, [0.98734177 0.97151899 0.99683544 0.99050633 0.99050633],0.886934673366834,0.881909547738693,0.96043771043771,0.99873577749684,1,0.99873417721519,0.891041162227603,0.948453608247423,0.888442490398221,0.889411764705882,0.926470588235294,0.880761067313523,0.961157024793388,0.978956228956229,0.96043771043771
ensemble_model_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166,10, mscn, svdne,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.67741935 0.6        0.71666667 0.78333333 0.63333333],0.731707317073171,0.695121951219512,0.84549356223176,0.913494809688581,0.874172185430464,0.917218543046358,0.717948717948718,0.717948717948718,0.731067382230173,0.683544303797468,0.627906976744186,0.698568872987478,0.838565022421525,0.802575107296137,0.84549356223176
ensemble_model_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200,8, mscn, svd,222,74,74,0.6,0.2,0.2, [0.58695652 0.84090909 0.65909091 0.77272727 0.70454545],0.783783783783784,0.675675675675676,0.813513513513514,0.867579908675799,0.855855855855856,0.869369369369369,0.75,0.666666666666667,0.780701754385965,0.52,0.393939393939394,0.648189209164819,0.792792792792793,0.733333333333333,0.81140350877193
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32,10, low_bits_5, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.99668874 0.99666667 0.99666667 0.99333333 1.        ],0.617848970251716,0.592677345537757,0.85479797979798,1,1,1,0.72396694214876,0.982062780269058,0.610190268639202,0.698305084745763,0.962616822429906,0.600142491932442,0.872080088987764,0.98989898989899,0.85479797979798
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svd,26,0,26, zones, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [1.         1.         1.         1.         0.98684211],0.66588785046729,0.675233644859813,0.881313131313131,1,1,1,0.708757637474542,0.896907216494845,0.68563309542691,0.750448833034111,0.893162393162393,0.652766763591506,0.89018691588785,0.962121212121212,0.881313131313131
ensemble_model_v2_N16_B184_E200_nb_zones_4_mscn_svdne,16,184,200, zones, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.875      0.83333333 0.72727273 0.72727273 0.63636364],0.631578947368421,0.763157894736842,0.852631578947368,0.954954954954955,0.929824561403509,0.956140350877193,0.631578947368421,0.571428571428571,0.638655462184874,0.666666666666667,0.6,0.734782608695652,0.840909090909091,0.795698924731183,0.851457709788272
svm_model_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.77586207 0.75862069 0.72413793 0.74137931 0.65517241],0.602272727272727,0.704545454545455,0.714592274678112,0.678571428571429,0.524137931034483,0.751724137931034,0.533333333333333,0.416666666666667,0.620833333333333,0.580645161290323,0.45,0.683333333333333,0.631578947368421,0.489270386266094,0.714592274678112
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.98666667 0.98       0.99333333 0.99666667 0.99328859],0.542141230068337,0.519362186788155,0.826599326599327,1,1,1,0.533642691415313,0.506607929515419,0.543398304380351,0.491566265060241,0.481132075471698,0.518099077383426,0.824232081911263,0.813131313131313,0.826599326599327
svm_model_N40_B0_E40_nb_zones_10_lab_svd,40,0,40,10, lab, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [1.         0.9966443  1.         0.99662162 1.        ],0.507865168539326,0.492134831460674,0.812710437710438,1,1,1,0.673621460506706,1,0.5,0.659638554216867,1,0.5,0.842254519673874,1,0.812710437710438
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svd,40,0,40,10, low_bits_4_shifted_2, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.96959459 0.99324324 0.99659864 0.99319728 0.98979592],0.514412416851441,0.485587583148559,0.810185185185185,1,1,1,0.679355783308931,1,0.5,0.653731343283582,1,0.5,0.840466926070039,1,0.810185185185185
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26,10, low_bits_2, svdn,1542,514,514,0.6,0.2,0.2, [0.89354839 0.87662338 0.87012987 0.87662338 0.87987013],0.810551558752998,0.836930455635492,0.893097643097643,0.934234787953288,0.985732814526589,0.930609597924773,0.818390804597701,0.872549019607843,0.811861364264015,0.851528384279476,0.915492957746479,0.835197459265396,0.899206349206349,0.953703703703704,0.893097643097643
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4,12, low_bits_6, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.99710983 1.         1.         1.         0.99710983],0.526315789473684,0.473684210526316,0.864057239057239,1,1,1,0.689655172413793,1,0.5,0.642857142857143,1,0.5,0.880326046683957,1,0.864057239057239
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8,12, low_bits_4, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [1.         1.         0.99726776 1.         0.99726776],0.464944649446494,0.476014760147602,0.879208754208754,1,1,1,0.634760705289672,0.933333333333333,0.466666666666667,0.64321608040201,0.941176470588235,0.474291938997821,0.890833016356029,0.985690235690236,0.879208754208754
ensemble_model_v2_N32_B134_E166_nb_zones_10_mscn_svdne,32,134,166, zones, mscn, svdne,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.85       0.75       0.76666667 0.7        0.81034483],0.69047619047619,0.630952380952381,0.832618025751073,0.925266903914591,0.87248322147651,0.929530201342282,0.697674418604651,0.697674418604651,0.690300623936472,0.597402597402598,0.560975609756098,0.629325014180374,0.824324324324324,0.785407725321888,0.832618025751073
ensemble_model_v2_N8_B192_E200_nb_zones_8_mscn_svd,8,192,200, zones, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.70833333 0.75       0.66666667 0.625      0.56521739],0.721518987341772,0.658227848101266,0.823232323232323,0.91063829787234,0.899159663865546,0.911764705882353,0.676470588235294,0.560975609756098,0.72785622593068,0.608695652173913,0.51219512195122,0.663992297817715,0.811827956989247,0.751243781094527,0.824339839265213
svm_model_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200,6, mscn, svd,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.61111111 0.75       0.72222222 0.67647059 0.73529412],0.741379310344828,0.568965517241379,0.811643835616438,0.912280701754386,0.886363636363636,0.914772727272727,0.761904761904762,0.857142857142857,0.745238095238095,0.603174603174603,0.730769230769231,0.584134615384615,0.814814814814815,0.852112676056338,0.812723004694836
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8,12, low_bits_3, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.98843931 0.98554913 0.99132948 0.99418605 0.98837209],0.744615384615385,0.750769230769231,0.930976430976431,1,1,1,0.786632390745501,0.932926829268293,0.742860930162097,0.786279683377309,0.925465838509317,0.752367065596122,0.934242181234964,0.98063973063973,0.930976430976431
ensemble_model_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.75862069 0.75862069 0.70689655 0.74137931 0.68965517],0.681818181818182,0.75,0.830472103004292,0.893772893772894,0.841379310344828,0.9,0.702127659574468,0.6875,0.68125,0.725,0.725,0.747916666666667,0.823266219239373,0.789699570815451,0.830472103004292
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32,10, low_bits_2, svdn,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.91082803 0.90764331 0.84394904 0.86624204 0.88216561],0.818858560794045,0.8287841191067,0.87962962962963,0.912727272727273,0.959235668789809,0.90828025477707,0.843010752688172,0.951456310679612,0.815829678182445,0.842105263157895,0.934010152284264,0.831082746045045,0.887931034482759,0.953703703703704,0.87962962962963
svm_model_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200,8, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.63636364 0.72727273 0.52272727 0.70454545 0.72727273],0.753424657534247,0.73972602739726,0.704918032786885,0.598870056497175,0.481818181818182,0.677272727272727,0.470588235294118,0.32,0.649583333333333,0.627450980392157,0.470588235294118,0.722473604826546,0.587786259541985,0.455621301775148,0.687201513831736
ensemble_model_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200,6, mscn, svd,168,56,56,0.6,0.2,0.2, [0.79411765 0.67647059 0.73529412 0.67647059 0.65625   ],0.75,0.732142857142857,0.825,0.871794871794872,0.80952380952381,0.880952380952381,0.774193548387097,0.8,0.746153846153846,0.666666666666667,0.6,0.719354838709677,0.813688212927757,0.76978417266187,0.824608398387673
svm_model_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163,12, mscn, svdne,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.79411765 0.77941176 0.63235294 0.70588235 0.69117647],0.714285714285714,0.73015873015873,0.753218884120172,0.696969696969697,0.541176470588235,0.764705882352941,0.608695652173913,0.451612903225806,0.710181451612903,0.666666666666667,0.53125,0.733366935483871,0.681440443213296,0.527896995708155,0.753218884120172
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32,10, low_bits_3, svdn,1602,534,534,0.6,0.2,0.2, [0.95962733 0.9375     0.93125    0.946875   0.915625  ],0.798449612403101,0.829457364341085,0.912457912457912,0.96078431372549,0.978776529338327,0.960049937578028,0.813397129186603,0.894736842105263,0.80016029922522,0.839024390243902,0.873096446700508,0.828653486508149,0.915447154471545,0.947811447811448,0.912457912457912
svm_model_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166,12, mscn, svd,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.72972973 0.67567568 0.75       0.72222222 0.66666667],0.745098039215686,0.725490196078431,0.727467811158798,0.655172413793103,0.521978021978022,0.725274725274725,0.666666666666667,0.541666666666667,0.733796296296296,0.695652173913043,0.592592592592593,0.733796296296296,0.661333333333333,0.532188841201717,0.727467811158798
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8,12, low_bits_2, svd,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.92702703 0.94594595 0.93513514 0.93783784 0.94324324],0.783269961977186,0.821292775665399,0.928030303030303,0.965049556598852,1,0.963783783783784,0.786516853932584,0.755395683453237,0.784955906242748,0.811244979919679,0.814516129032258,0.82092712926433,0.929716399506782,0.952020202020202,0.928030303030303
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26,10, low_bits_5, svdn,1440,480,480,0.6,0.2,0.2, [0.97916667 0.95833333 0.96527778 0.94444444 0.97569444],0.52991452991453,0.55982905982906,0.81523569023569,0.990940766550523,0.9875,0.990972222222222,0.545454545454545,0.594594594594595,0.533069655020875,0.592885375494071,0.609756097560976,0.55713030103274,0.818969072164948,0.835858585858586,0.81523569023569
ensemble_model_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200,8, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.66666667 0.7826087  0.69565217 0.73913043 0.69565217],0.61038961038961,0.766233766233766,0.810880829015544,0.883720930232558,0.818965517241379,0.892241379310345,0.571428571428571,0.555555555555556,0.607046070460705,0.735294117647059,0.694444444444444,0.761856368563685,0.793201133144476,0.74468085106383,0.809209112400602
ensemble_model_v2_N16_B184_E200_nb_zones_6_mscn_svd,16,184,200, zones, mscn, svd,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.77777778 0.70588235 0.73529412 0.5        0.64705882],0.701754385964912,0.754385964912281,0.874125874125874,0.970414201183432,0.953488372093023,0.97093023255814,0.73015873015873,0.696969696969697,0.702651515151515,0.730769230769231,0.76,0.755,0.873239436619718,0.861111111111111,0.874217527386542
ensemble_model_v2_N40_B130_E170_nb_zones_10_mscn_svd,40,130,170, zones, mscn, svd,308,102,102,0.6015625,0.19921875,0.19921875, [0.75806452 0.70967742 0.64516129 0.75806452 0.71666667],0.582278481012658,0.772151898734177,0.851931330472103,0.938356164383562,0.88961038961039,0.941558441558442,0.521739130434783,0.45,0.583974358974359,0.75,0.692307692307692,0.771153846153846,0.840646651270208,0.781115879828326,0.851931330472103
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32,10, low_bits_6, svd,1488,496,496,0.6,0.2,0.2, [0.98322148 1.         0.9966443  1.         1.        ],0.563063063063063,0.605855855855856,0.84469696969697,1,1,1,0.663194444444444,0.888372093023256,0.573007007210318,0.71169686985173,0.943231441048035,0.594871534477506,0.861849494571322,0.968855218855219,0.84469696969697
ensemble_model_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163,12, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.78571429 0.73529412 0.69117647 0.77941176 0.72058824],0.758064516129032,0.645161290322581,0.830472103004292,0.862745098039216,0.771929824561403,0.87719298245614,0.705882352941176,0.642857142857143,0.747899159663866,0.592592592592593,0.470588235294118,0.663865546218487,0.807785888077859,0.71244635193133,0.830472103004292
svm_model_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200,8, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.70833333 0.66666667 0.64583333 0.67391304 0.56521739],0.628205128205128,0.705128205128205,0.665816326530612,0.658008658008658,0.644067796610169,0.665254237288135,0.613333333333333,0.766666666666667,0.654166666666667,0.72289156626506,0.714285714285714,0.704365079365079,0.663239074550129,0.678947368421053,0.666206357477853
ensemble_model_v2_N4_B196_E200_nb_zones_8_mscn_svdne,4,196,200, zones, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.68181818 0.63636364 0.61363636 0.68181818 0.65909091],0.63013698630137,0.63013698630137,0.784153005464481,0.880382775119617,0.836363636363636,0.886363636363636,0.526315789473684,0.46875,0.612423780487805,0.63013698630137,0.522727272727273,0.657915360501567,0.766961651917404,0.698924731182796,0.785573476702509
ensemble_model_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166,12, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.7        0.74285714 0.82857143 0.82857143 0.81428571],0.689655172413793,0.413793103448276,0.841201716738197,0.93491124260355,0.902857142857143,0.937142857142857,0.64,0.64,0.683636363636364,0.413793103448276,0.363636363636364,0.421818181818182,0.834080717488789,0.798283261802575,0.841201716738197
ensemble_model_v2_N8_B0_E8_nb_zones_10_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.98958333 0.99652778 0.99652778 1.         1.        ],0.585106382978723,0.627659574468085,0.844276094276094,1,1,1,0.619883040935673,0.654320987654321,0.582667101756676,0.640657084188912,0.687224669603524,0.629620565254437,0.848111658456486,0.869528619528619,0.844276094276094
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4,12, low_bits_4, svd,1688,562,562,0.600284495021337,0.199857752489331,0.199857752489331, [0.99704142 0.99408284 0.99408284 1.         0.99404762],0.668604651162791,0.697674418604651,0.908249158249158,1,1,1,0.709183673469388,0.847560975609756,0.676558265582656,0.755868544600939,0.894444444444444,0.688075880758807,0.913008778930566,0.962962962962963,0.908249158249158
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,1512,504,504,0.6,0.2,0.2, [0.99342105 0.98344371 0.99006623 0.98344371 0.99668874],0.793981481481482,0.837962962962963,0.930555555555556,0.996026490066225,0.994708994708995,0.996031746031746,0.807775377969762,0.831111111111111,0.792367149758454,0.835680751173709,0.859903381642512,0.838840579710145,0.931221342225927,0.94023569023569,0.930555555555556
ensemble_model_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200,8, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.75       0.72916667 0.625      0.7173913  0.73913043],0.807692307692308,0.692307692307692,0.885204081632653,0.974789915966386,0.983050847457627,0.974576271186441,0.794520547945205,0.783783783783784,0.806526038233355,0.6,0.473684210526316,0.686842105263158,0.878706199460916,0.844559585492228,0.884591350535059
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.92857143 0.96103896 0.94480519 0.93831169 0.91883117],0.830143540669856,0.801435406698565,0.918350168350168,0.974683544303797,1,0.974025974025974,0.840449438202247,0.877934272300469,0.829211038589259,0.8,0.809756097560976,0.801591663803962,0.920491803278688,0.945286195286195,0.918350168350168
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svd,4,0,4, zones, low_bits_2, svd,1758,586,586,0.6,0.2,0.2, [0.92045455 0.91477273 0.90625    0.92897727 0.93714286],0.86084142394822,0.841423948220065,0.930976430976431,0.960655737704918,1,0.959044368600683,0.86084142394822,0.826086956521739,0.862367802585194,0.825622775800712,0.783783783783784,0.839096860835991,0.932231404958678,0.94949494949495,0.930976430976431
svm_model_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200,10, mscn, svd,300,100,100,0.6,0.2,0.2, [0.76666667 0.61666667 0.63333333 0.66666667 0.63333333],0.759036144578313,0.759036144578313,0.697424892703863,0.573839662447258,0.453333333333333,0.663333333333333,0.696969696969697,0.560975609756098,0.756678281068525,0.696969696969697,0.547619047619048,0.761614401858304,0.617886178861789,0.489270386266094,0.697424892703863
ensemble_model_v2_N26_B137_E163_nb_zones_12_mscn_svdne,26,137,163, zones, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.52857143 0.67142857 0.63235294 0.72058824 0.73529412],0.737704918032787,0.819672131147541,0.901287553648069,0.942598187311178,0.906976744186046,0.944767441860465,0.692307692307692,0.620689655172414,0.732219827586207,0.819672131147541,0.78125,0.821659482758621,0.896396396396396,0.854077253218884,0.901287553648069
ensemble_model_N4_B0_E4_nb_zones_12_lab_svd,4,0,4,12, lab, svd,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [1. 1. 1. 1. 1.],0.528901734104046,0.471098265895954,0.854377104377104,1,1,1,0.69187145557656,1,0.5,0.640471512770138,1,0.5,0.872887582659809,1,0.854377104377104
svm_model_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200,6, mscn, svdne,180,60,60,0.6,0.2,0.2, [0.61111111 0.55555556 0.69444444 0.63888889 0.80555556],0.616666666666667,0.683333333333333,0.786666666666667,0.864197530864197,0.777777777777778,0.877777777777778,0.581818181818182,0.484848484848485,0.631313131313131,0.654545454545455,0.5625,0.691964285714286,0.764705882352941,0.670967741935484,0.790656284760845
ensemble_model_v2_N32_B134_E166_nb_zones_12_mscn_svd,32,134,166, zones, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.71428571 0.68571429 0.7        0.72058824 0.69117647],0.6,0.716666666666667,0.856223175965665,0.920245398773006,0.867052023121387,0.92485549132948,0.538461538461538,0.5,0.59375,0.711864406779661,0.65625,0.720982142857143,0.846681922196796,0.793991416309013,0.856223175965665
ensemble_model_v2_N8_B192_E200_nb_zones_8_mscn_svdne,8,192,200, zones, mscn, svdne,252,84,84,0.6,0.2,0.2, [0.80769231 0.66       0.7        0.66       0.7       ],0.678571428571429,0.726190476190476,0.823809523809524,0.902439024390244,0.880952380952381,0.904761904761905,0.649350649350649,0.675675675675676,0.678263369752732,0.752688172043011,0.74468085106383,0.723691776883266,0.822115384615385,0.814285714285714,0.823809523809524
svm_model_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200,4, mscn, svd,114,38,38,0.6,0.2,0.2, [0.625      0.79166667 0.63636364 0.77272727 0.63636364],0.68421052631579,0.473684210526316,0.778947368421053,0.913793103448276,0.929824561403509,0.912280701754386,0.75,0.857142857142857,0.663865546218487,0.545454545454546,0.666666666666667,0.483333333333333,0.798076923076923,0.864583333333333,0.77803634751773
ensemble_model_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200,10, mscn, svd,300,100,100,0.6,0.2,0.2, [0.68333333 0.7        0.65       0.58333333 0.68333333],0.674698795180723,0.650602409638554,0.78755364806867,0.846975088967971,0.793333333333333,0.856666666666667,0.649350649350649,0.595238095238095,0.675667828106853,0.632911392405063,0.609756097560976,0.650116144018583,0.773455377574371,0.725321888412017,0.787553648068669
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16,10, low_bits_4, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.99363057 1.         0.99679487 1.         0.99679487],0.72972972972973,0.722358722358722,0.905723905723906,0.999359385009609,0.998719590268886,0.999359795134443,0.761904761904762,0.846153846153846,0.727097023579436,0.760084925690021,0.899497487437186,0.726191051410901,0.91018444266239,0.955387205387205,0.905723905723906
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40,10, low_bits_4, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.99662162 0.99319728 1.         1.         1.        ],0.685840707964602,0.665929203539823,0.876683501683502,1,1,1,0.764900662251656,0.991416309012875,0.676073451310091,0.740994854202401,0.986301369863014,0.675554118407902,0.889808198570891,0.995791245791246,0.876683501683502
ensemble_model_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200,6, mscn, svdne,192,64,64,0.6,0.2,0.2, [0.675      0.55263158 0.71052632 0.60526316 0.73684211],0.6875,0.6875,0.86875,0.989583333333333,0.989583333333333,0.989583333333334,0.666666666666667,0.689655172413793,0.687684729064039,0.6875,0.628571428571429,0.6935960591133,0.867088607594937,0.85625,0.86875
svm_model_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170,10, mscn, svdne,296,98,98,0.601626016260163,0.199186991869919,0.199186991869919, [0.85       0.68333333 0.71666667 0.70689655 0.74137931],0.670588235294118,0.729411764705882,0.815450643776824,0.867924528301887,0.777027027027027,0.881756756756757,0.631578947368421,0.51063829787234,0.68952967525196,0.610169491525424,0.473684210526316,0.704927211646137,0.785,0.67381974248927,0.815450643776824
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svd,32,0,32, zones, lab, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.9966443  1.         0.99662162 1.         1.        ],0.677130044843049,0.632286995515695,0.87037037037037,1,1,1,0.750865051903114,0.943478260869565,0.668498389694042,0.709219858156028,0.925925925925926,0.64122383252818,0.882711348057883,0.975589225589225,0.87037037037037
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8,12, low_bits_5, svd,1734,578,578,0.6,0.2,0.2, [0.99425287 1.         1.         1.         0.99421965],0.498442367601246,0.501557632398754,0.86489898989899,1,1,1,0.665280665280665,1,0.5,0.66804979253112,1,0.5,0.880978865406007,1,0.86489898989899
ensemble_model_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.68181818 0.77272727 0.5        0.75       0.7       ],0.8,0.714285714285714,0.886363636363636,0.970873786407767,0.943396226415094,0.971698113207547,0.82051282051282,0.727272727272727,0.825174825174825,0.705882352941176,0.705882352941176,0.714052287581699,0.886363636363636,0.847826086956522,0.888198757763975
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svd,32,0,32, zones, low_bits_4_shifted_2, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.99668874 0.99337748 1.         0.99666667 1.        ],0.545871559633028,0.561926605504587,0.836279461279461,1,1,1,0.658620689655172,0.86036036036036,0.53999326429233,0.663139329805996,0.878504672897196,0.567630714826977,0.853262919652961,0.952020202020202,0.836279461279461
svm_model_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200,10, mscn, svd,322,107,107,0.600746268656716,0.199626865671642,0.199626865671642, [0.65151515 0.65625    0.640625   0.75       0.734375  ],0.680555555555556,0.819444444444444,0.783261802575107,0.761904761904762,0.645962732919255,0.798136645962733,0.676056338028169,0.666666666666667,0.680555555555555,0.805970149253731,0.75,0.819444444444444,0.754257907542579,0.665236051502146,0.783261802575107
svm_model_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26,10, lab, svdn,1434,478,478,0.6,0.2,0.2, [0.94791667 0.91319444 0.93356643 0.93356643 0.94405594],0.56687898089172,0.569002123142251,0.804292929292929,0.959039548022599,0.947001394700139,0.959553695955369,0.558441558441558,0.558441558441558,0.566720779220779,0.570824524312896,0.5625,0.569128787878788,0.802211824755423,0.793771043771044,0.804292929292929
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svd,4,0,4,12, low_bits_4_shifted_2, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.99719101 1.         1.         0.99719101 1.        ],0.506711409395973,0.493288590604027,0.874579124579125,1,1,1,0.67260579064588,1,0.5,0.660674157303371,1,0.5,0.888556469708302,1,0.874579124579125
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26,10, low_bits_4, svdn,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.97142857 0.96071429 0.97142857 0.9676259  0.95683453],0.619354838709677,0.621505376344086,0.846517626827171,0.997126436781609,0.994269340974212,0.997134670487106,0.667917448405253,0.763948497854077,0.61904321444428,0.682310469314079,0.818181818181818,0.622766122766123,0.855990318676886,0.913080895008606,0.846574811765471
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.91780822 0.95890411 0.92123288 0.92123288 0.93150685],0.814410480349345,0.801310043668122,0.914562289562289,0.981842636180229,1,0.981506849315068,0.830339321357286,0.904347826086956,0.814016018306636,0.812371134020619,0.864035087719298,0.801582761250953,0.917913465426607,0.955387205387205,0.914562289562289
ensemble_model_v2_N16_B184_E200_nb_zones_6_mscn_svdne,16,184,200, zones, mscn, svdne,168,56,56,0.6,0.2,0.2, [0.61764706 0.61764706 0.79411765 0.73529412 0.78125   ],0.75,0.678571428571429,0.864285714285714,0.964285714285714,0.964285714285714,0.964285714285714,0.787878787878788,0.838709677419355,0.739354838709678,0.653846153846154,0.607142857142857,0.678571428571429,0.867132867132867,0.867132867132867,0.864223367873003
ensemble_model_v2_N4_B196_E200_nb_zones_10_mscn_svd,4,196,200, zones, mscn, svd,322,107,107,0.600746268656716,0.199626865671642,0.199626865671642, [0.68181818 0.578125   0.703125   0.609375   0.671875  ],0.694444444444444,0.666666666666667,0.819742489270386,0.878980891719745,0.857142857142857,0.881987577639752,0.65625,0.67741935483871,0.692368214004721,0.707317073170732,0.707317073170732,0.660110149488592,0.817391304347826,0.8068669527897,0.819742489270386
ensemble_model_v2_N26_B174_E200_nb_zones_4_mscn_svd,26,174,200, zones, mscn, svd,120,40,40,0.6,0.2,0.2, [0.66666667 0.66666667 0.66666667 0.625      0.5       ],0.6,0.8,0.875,0.991596638655462,0.983333333333333,0.991666666666667,0.666666666666667,0.64,0.586666666666667,0.818181818181818,0.9,0.8,0.881516587677725,0.885714285714286,0.874436090225564
svm_model_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16,10, low_bits_5, svdne,1458,486,486,0.6,0.2,0.2, [0.99657534 1.         1.         0.97945205 0.99655172],0.618736383442266,0.631808278867102,0.855218855218855,1,1,1,0.649298597194389,0.733031674208145,0.622818358112476,0.669275929549902,0.718487394957983,0.628474466709761,0.860615883306321,0.893939393939394,0.855218855218855
svm_model_N8_B0_E8_nb_zones_12_lab_svd,8,0,8,12, lab, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [1.         1.         0.99710983 1.         0.99418605],0.513846153846154,0.486153846153846,0.863215488215488,1,1,1,0.678861788617886,1,0.5,0.65424430641822,1,0.5,0.879674194742688,1,0.863215488215488
ensemble_model_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200,10, mscn, svd,276,92,92,0.6,0.2,0.2, [0.60714286 0.71428571 0.78571429 0.7037037  0.77777778],0.576086956521739,0.673913043478261,0.756521739130435,0.828685258964144,0.753623188405797,0.844202898550725,0.506329113924051,0.4,0.592857142857143,0.625,0.581395348837209,0.668248694826768,0.726829268292683,0.645021645021645,0.757008639104709
ensemble_model_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170,10, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.70967742 0.82258065 0.67741935 0.76666667 0.85      ],0.55,0.65,0.82618025751073,0.941176470588235,0.888888888888889,0.944444444444444,0.538461538461538,0.466666666666667,0.561904761904762,0.6,0.6,0.644444444444444,0.814645308924485,0.763948497854077,0.826180257510729
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26,10, low_bits_6, svdn,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.96917808 0.96232877 0.96575342 0.97241379 0.97931034],0.578260869565217,0.565217391304348,0.827020202020202,0.988251554941258,0.982142857142857,0.988324175824176,0.51980198019802,0.443037974683544,0.582505534426974,0.487179487179487,0.426008968609865,0.561105750127718,0.816599732262383,0.77020202020202,0.827020202020202
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4,12, low_bits_5, svd,1770,590,590,0.6,0.2,0.2, [0.99717514 0.99717514 1.         1.         1.        ],0.537953795379538,0.531353135313531,0.881313131313131,1,1,1,0.684684684684685,1,0.536423841059603,0.68018018018018,1,0.532894736842105,0.893905191873589,1,0.881313131313131
svm_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdne,16,0,16,10, low_bits_4_shifted_2, svdne,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.99666667 1.         1.         0.9966443  1.        ],0.527149321266968,0.570135746606335,0.832070707070707,1,1,1,0.536585365853659,0.514893617021277,0.527978209476822,0.570135746606335,0.608695652173913,0.572432932469935,0.832704402515723,0.835858585858586,0.832070707070707
svm_model_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200,8, mscn, svd,240,80,80,0.6,0.2,0.2, [0.70833333 0.72916667 0.60416667 0.625      0.77083333],0.6375,0.75,0.6925,0.644230769230769,0.558333333333333,0.691666666666667,0.553846153846154,0.439024390243902,0.642589118198874,0.655172413793103,0.527777777777778,0.72979797979798,0.628398791540785,0.527918781725888,0.690067765247181
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32,10, low_bits_4, svdn,1404,468,468,0.6,0.2,0.2, [0.9787234  0.95390071 0.98214286 0.96071429 0.95357143],0.613247863247863,0.585470085470085,0.834615384615385,0.991452991452992,0.991452991452992,0.991452991452992,0.655238095238095,0.713692946058091,0.610150437786755,0.619607843137255,0.678111587982833,0.585864304629714,0.841328413284133,0.872448979591837,0.834420366084578
ensemble_model_v2_N8_B192_E200_nb_zones_10_mscn_svd,8,192,200, zones, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.67241379 0.67241379 0.5        0.72413793 0.68965517],0.659090909090909,0.647727272727273,0.843347639484979,0.958041958041958,0.944827586206896,0.958620689655172,0.673913043478261,0.72093023255814,0.66046511627907,0.651685393258427,0.644444444444444,0.647803617571059,0.843683083511777,0.84549356223176,0.843347639484979
svm_model_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.70833333 0.72222222 0.83333333 0.67142857 0.65714286],0.763636363636364,0.654545454545455,0.802575107296137,0.811320754716981,0.724719101123595,0.831460674157303,0.711111111111111,0.571428571428571,0.767195767195767,0.536585365853658,0.407407407407407,0.650132275132275,0.772277227722772,0.669527896995708,0.802575107296137
ensemble_model_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200,8, mscn, svd,206,68,68,0.60233918128655,0.198830409356725,0.198830409356725, [0.61904762 0.64285714 0.64285714 0.7        0.675     ],0.647058823529412,0.852941176470588,0.888888888888889,0.98019801980198,0.961165048543689,0.980582524271845,0.68421052631579,0.8125,0.65625,0.852941176470588,0.828571428571429,0.853679653679654,0.890173410404624,0.905882352941176,0.888987688098495
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svd,8,0,8,12, low_bits_4_shifted_2, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.99162011 0.98882682 0.99441341 1.         0.99438202],0.525423728813559,0.474576271186441,0.875841750841751,1,1,1,0.688888888888889,1,0.5,0.64367816091954,1,0.5,0.889554473979783,1,0.875841750841751
ensemble_model_v2_N40_B130_E170_nb_zones_10_mscn_svdne,40,130,170, zones, mscn, svdne,294,98,98,0.6,0.2,0.2, [0.76666667 0.73333333 0.67241379 0.67241379 0.79310345],0.686046511627907,0.686046511627907,0.834763948497854,0.917562724014337,0.870748299319728,0.921768707482993,0.732673267326732,0.804347826086956,0.677173913043478,0.689655172413793,0.75,0.690217391304348,0.835117773019272,0.836909871244635,0.834763948497854
svm_model_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16,10, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.99305556 0.99305556 1.         1.         1.        ],0.492537313432836,0.547974413646055,0.810606060606061,1,1,1,0.538759689922481,0.606986899563319,0.495160116448326,0.57258064516129,0.591666666666667,0.546925036390102,0.816326530612245,0.841750841750842,0.810606060606061
svm_model_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16,10, lab, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.97077922 0.98376623 0.97077922 0.96103896 0.98039216],0.510739856801909,0.498806682577566,0.821969696969697,0.994771241830065,0.989596879063719,0.99479843953186,0.428969359331476,0.37378640776699,0.508489448014951,0.41340782122905,0.347417840375587,0.501378823100415,0.811748998664887,0.767676767676768,0.821969696969697
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4,12, low_bits_3, svdn,1794,598,598,0.6,0.2,0.2, [0.67222222 0.73888889 0.72905028 0.72346369 0.65921788],0.618556701030928,0.604810996563574,0.694023569023569,0.69837447320891,0.64659977703456,0.720735785953177,0.640776699029126,0.664429530201342,0.617426032706305,0.615384615384615,0.647887323943662,0.605822856602704,0.679594535037461,0.648989898989899,0.694023569023569
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.93150685 0.91438356 0.92068966 0.9137931  0.92413793],0.800433839479393,0.843817787418655,0.903198653198653,0.956521739130435,0.998624484181568,0.954607977991747,0.819607843137255,0.896995708154507,0.799375047059709,0.854251012145749,0.925438596491228,0.844693547172653,0.908802537668517,0.964646464646465,0.903198653198653
svm_model_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200,4, mscn, svdne,122,40,40,0.603960396039604,0.198019801980198,0.198019801980198, [0.88461538 0.75       0.70833333 0.625      0.75      ],0.55,0.575,0.683168316831683,0.718446601941748,0.60655737704918,0.762295081967213,0.357142857142857,0.238095238095238,0.566416040100251,0.37037037037037,0.238095238095238,0.592731829573935,0.594936708860759,0.45631067961165,0.687751299401785
svm_model_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200,10, mscn, svdne,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.73333333 0.79310345 0.70689655 0.70689655 0.75862069],0.655172413793103,0.597701149425287,0.699570815450644,0.691358024691358,0.575342465753425,0.743150684931507,0.583333333333333,0.466666666666667,0.661904761904762,0.426229508196721,0.30952380952381,0.588095238095238,0.627659574468085,0.506437768240343,0.699570815450644
ensemble_model_v2_N16_B184_E200_nb_zones_8_mscn_svd,16,184,200, zones, mscn, svd,228,76,76,0.6,0.2,0.2, [0.73913043 0.73913043 0.80434783 0.76086957 0.75      ],0.657894736842105,0.736842105263158,0.836842105263158,0.928571428571428,0.912280701754386,0.929824561403509,0.580645161290323,0.529411764705882,0.645658263305322,0.705882352941176,0.571428571428571,0.756302521008403,0.824858757062147,0.768421052631579,0.836842105263158
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40,10, low_bits_6, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.99666667 0.99333333 0.98666667 0.99333333 0.98657718],0.567198177676538,0.537585421412301,0.83459595959596,1,1,1,0.683333333333333,0.940366972477064,0.569730997550749,0.66884176182708,0.927601809954751,0.534901822408568,0.855035042419771,0.975589225589225,0.83459595959596
ensemble_model_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.75       0.80555556 0.75       0.71428571 0.67142857],0.672727272727273,0.727272727272727,0.879828326180257,0.932153392330383,0.887640449438202,0.935393258426966,0.608695652173913,0.56,0.663333333333333,0.736842105263158,0.7,0.73,0.873303167420814,0.828326180257511,0.879828326180257
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4,12, low_bits_6, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.99719101 1.         0.99719101 1.         0.99717514],0.481605351170569,0.498327759197324,0.871632996632997,1,1,1,0.650112866817156,0.96,0.48,0.665178571428571,1,0.5,0.885724990633196,0.994949494949495,0.871632996632996
ensemble_model_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200,4, mscn, svdne,114,38,38,0.6,0.2,0.2, [0.5        0.45833333 0.5        0.68181818 0.68181818],0.605263157894737,0.81578947368421,0.873684210526316,0.982142857142857,0.964912280701754,0.982456140350877,0.482758620689655,0.4375,0.582386363636364,0.810810810810811,0.882352941176471,0.822128851540616,0.865168539325843,0.855555555555556,0.872777777777778
svm_model_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170,12, mscn, svd,366,122,122,0.6,0.2,0.2, [0.77027027 0.7972973  0.75675676 0.79166667 0.70833333],0.64,0.86,0.8068669527897,0.803625377643504,0.726775956284153,0.822404371584699,0.608695652173913,0.583333333333333,0.637820512820513,0.851063829787234,0.769230769230769,0.863782051282051,0.787735849056604,0.716738197424893,0.8068669527897
ensemble_model_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200,10, mscn, svdne,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.6        0.63793103 0.63793103 0.79310345 0.65517241],0.632183908045977,0.666666666666667,0.8068669527897,0.898245614035088,0.876712328767123,0.900684931506849,0.636363636363636,0.651162790697674,0.632399577167019,0.701030927835051,0.772727272727273,0.665433403805497,0.808510638297872,0.815450643776824,0.8068669527897
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40,10, low_bits_5, svd,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.98701299 1.         1.         1.         1.        ],0.501187648456057,0.498812351543943,0.822811447811448,1,1,1,0.667721518987342,1,0.5,0.665610142630745,1,0.5,0.849481587415088,1,0.822811447811448
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdn,26,0,26,10, low_bits_4_shifted_2, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.95918367 0.97619048 0.97278912 0.97619048 0.96917808],0.522026431718062,0.535242290748899,0.81523569023569,0.992450240219629,0.985013623978202,0.992506811989101,0.586666666666667,0.69683257918552,0.526527877575593,0.612844036697248,0.716738197424893,0.530314800069912,0.826276216857934,0.878787878787879,0.81523569023569
svm_model_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200,10, mscn, svdne,280,93,93,0.600858369098712,0.199570815450644,0.199570815450644, [0.66071429 0.625      0.67857143 0.75       0.625     ],0.795698924731183,0.688172043010753,0.695278969957082,0.552380952380952,0.414285714285714,0.664285714285714,0.753246753246753,0.69047619047619,0.786414565826331,0.674157303370787,0.588235294117647,0.698879551820728,0.622340425531915,0.502145922746781,0.695278969957082
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32,10, low_bits_3, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.94097222 0.94055944 0.90909091 0.87062937 0.93356643],0.792372881355932,0.781779661016949,0.896885521885522,0.970149253731343,0.998603351955307,0.96927374301676,0.80859375,0.880851063829787,0.792746207020379,0.791075050709939,0.822784810126582,0.781605171020738,0.901169826542961,0.94023569023569,0.896885521885522
ensemble_model_v2_N26_B174_E200_nb_zones_4_mscn_svdne,26,174,200, zones, mscn, svdne,118,39,39,0.602040816326531,0.198979591836735,0.198979591836735, [0.66666667 0.58333333 0.75       0.625      0.5       ],0.82051282051282,0.717948717948718,0.908163265306122,1,1,1,0.787878787878788,0.928571428571429,0.844285714285714,0.731707317073171,0.681818181818182,0.723262032085561,0.90625,0.91578947368421,0.908389786347056
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32,10, low_bits_2, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.9137931  0.88275862 0.86896552 0.87586207 0.86805556],0.823275862068966,0.853448275862069,0.894360269360269,0.933770491803279,0.983425414364641,0.93024861878453,0.81447963800905,0.782608695652174,0.822928279450018,0.854077253218884,0.85042735042735,0.853474544778893,0.896835182901767,0.918350168350168,0.894360269360269
ensemble_model_v2_N32_B134_E166_nb_zones_12_mscn_svdne,32,134,166, zones, mscn, svdne,354,118,118,0.6,0.2,0.2, [0.69444444 0.69444444 0.7        0.82857143 0.74285714],0.696428571428571,0.642857142857143,0.847639484978541,0.898809523809524,0.853107344632768,0.903954802259887,0.679245283018868,0.692307692307692,0.696153846153846,0.655172413793104,0.633333333333333,0.643589743589744,0.841163310961969,0.8068669527897,0.847639484978541
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svd,8,0,8, zones, low_bits_3, svd,1764,588,588,0.6,0.2,0.2, [0.99435028 0.97457627 0.98863636 0.99147727 0.98863636],0.800653594771242,0.787581699346405,0.946127946127946,0.998864926220204,0.997732426303855,0.998866213151928,0.809968847352025,0.89041095890411,0.804580479452055,0.818941504178273,0.91875,0.781292808219178,0.947583947583948,0.973905723905724,0.946127946127946
ensemble_model_v2_N4_B196_E200_nb_zones_10_mscn_svdne,4,196,200, zones, mscn, svdne,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.63333333 0.67241379 0.63793103 0.60344828 0.48275862],0.666666666666667,0.666666666666667,0.836909871244635,0.935714285714286,0.897260273972603,0.938356164383562,0.579710144927536,0.487804878048781,0.65694591728526,0.641975308641975,0.565217391304348,0.672852598091198,0.823255813953488,0.759656652360515,0.836909871244635
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8,12, low_bits_4, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [1.         0.9972067  0.9972067  0.99162011 0.99441341],0.52901023890785,0.535836177474403,0.884680134680135,1,1,1,0.666666666666667,0.938775510204082,0.527606933184233,0.677725118483412,0.979452054794521,0.537345075016308,0.895658796648896,0.98989898989899,0.884680134680135
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.9965035  1.         1.         1.         0.99647887],0.60126582278481,0.622362869198312,0.844856661045531,1,1,1,0.660682226211849,0.779661016949153,0.602015382424156,0.68760907504363,0.824267782426778,0.620644529511262,0.855912294440094,0.920808761583825,0.844792566445921
svm_model_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200,6, mscn, svd,178,59,59,0.601351351351351,0.199324324324324,0.199324324324324, [0.72222222 0.69444444 0.66666667 0.69444444 0.85294118],0.542372881355932,0.694915254237288,0.722972972972973,0.754966887417219,0.640449438202247,0.792134831460674,0.448979591836735,0.333333333333333,0.57051282051282,0.653846153846154,0.5,0.73,0.674603174603175,0.544871794871795,0.733150183150183
ensemble_model_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170,12, mscn, svd,362,120,120,0.601328903654485,0.199335548172757,0.199335548172757, [0.77027027 0.66666667 0.76388889 0.77777778 0.68055556],0.769230769230769,0.673076923076923,0.875536480686695,0.914956011730205,0.861878453038674,0.919889502762431,0.806451612903226,0.806451612903226,0.76036866359447,0.638297872340426,0.714285714285714,0.679723502304147,0.871111111111111,0.841201716738197,0.875536480686695
ensemble_model_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.72413793 0.70689655 0.65517241 0.75       0.73214286],0.744444444444444,0.666666666666667,0.793991416309013,0.841328413284133,0.797202797202797,0.84965034965035,0.693333333333333,0.619047619047619,0.736607142857143,0.594594594594595,0.458333333333333,0.681547619047619,0.771428571428571,0.695278969957082,0.793991416309013
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.94039735 0.93708609 0.94039735 0.94701987 0.9602649 ],0.875288683602771,0.877598152424942,0.946969696969697,0.987573577501635,1,0.987417218543046,0.880530973451327,0.868995633187773,0.875674287182122,0.872289156626506,0.887254901960784,0.878125267574279,0.947412353923205,0.955387205387205,0.946969696969697
svm_model_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200,8, mscn, svdne,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.77272727 0.65909091 0.70454545 0.65909091 0.79545455],0.712328767123288,0.73972602739726,0.80327868852459,0.836734693877551,0.745454545454545,0.854545454545455,0.676923076923077,0.6875,0.709603658536585,0.707692307692308,0.657142857142857,0.736466165413534,0.779141104294479,0.717514124293785,0.800556003945835
svm_model_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200,4, mscn, svd,140,46,46,0.603448275862069,0.198275862068966,0.198275862068966, [0.78571429 0.78571429 0.85714286 0.64285714 0.78571429],0.630434782608696,0.652173913043478,0.762931034482759,0.82258064516129,0.728571428571429,0.842857142857143,0.679245283018868,0.75,0.625,0.714285714285714,0.740740740740741,0.633528265107212,0.763948497854077,0.735537190082645,0.764164991437719
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.98965517 0.98965517 0.98965517 0.9862069  0.98263889],0.831896551724138,0.851293103448276,0.938131313131313,1,1,1,0.844621513944223,0.890756302521008,0.830333903472893,0.855345911949686,0.902654867256637,0.852587937829999,0.939431396786156,0.95959595959596,0.938131313131313
svm_model_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200,12, mscn, svd,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.67647059 0.6969697  0.78787879 0.6969697  0.6969697 ],0.686567164179104,0.656716417910448,0.708154506437768,0.676056338028169,0.578313253012048,0.72289156626506,0.511627906976744,0.354838709677419,0.663530465949821,0.596491228070176,0.472222222222222,0.671594982078853,0.645833333333333,0.532188841201717,0.708154506437768
ensemble_model_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200,6, mscn, svd,156,52,52,0.6,0.2,0.2, [0.78125    0.75       0.625      0.73333333 0.7       ],0.673076923076923,0.557692307692308,0.823076923076923,0.960526315789473,0.935897435897436,0.961538461538462,0.604651162790698,0.481481481481482,0.680740740740741,0.51063829787234,0.387096774193548,0.598310291858679,0.809917355371901,0.720588235294118,0.82803605313093
ensemble_model_v2_N8_B192_E200_nb_zones_10_mscn_svdne,8,192,200, zones, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.80357143 0.78571429 0.74074074 0.72222222 0.72222222],0.736263736263736,0.659340659340659,0.822368421052632,0.89763779527559,0.832116788321168,0.905109489051095,0.675675675675676,0.568181818181818,0.730899419729207,0.626506024096386,0.565217391304348,0.660386473429952,0.802919708029197,0.726872246696035,0.821951407190812
ensemble_model_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.8        0.72916667 0.6875     0.83333333 0.75      ],0.6875,0.6625,0.778606965174129,0.834080717488789,0.768595041322314,0.847107438016529,0.691358024691358,0.571428571428571,0.721198156682028,0.542372881355932,0.470588235294118,0.637468030690537,0.754820936639119,0.67156862745098,0.780228758169935
ensemble_model_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200,4, mscn, svd,132,44,44,0.6,0.2,0.2, [0.67857143 0.73076923 0.73076923 0.65384615 0.53846154],0.704545454545455,0.75,0.872727272727273,0.969230769230769,0.954545454545455,0.96969696969697,0.697674418604651,0.6,0.721052631578947,0.731707317073171,0.652173913043478,0.754658385093168,0.869158878504673,0.81578947368421,0.874875868917577
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8,12, low_bits_6, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.9939759  0.99698795 0.99096386 0.99698795 0.9939759 ],0.497206703910615,0.502793296089386,0.849326599326599,1,1,1,0.664179104477612,1,0.5,0.669144981412639,1,0.5,0.869056327724945,1,0.849326599326599
ensemble_model_v2_N40_B130_E170_nb_zones_12_mscn_svd,40,130,170, zones, mscn, svd,332,110,110,0.601449275362319,0.199275362318841,0.199275362318841, [0.66176471 0.6969697  0.75757576 0.65151515 0.72727273],0.611940298507463,0.686567164179104,0.858369098712446,0.940438871473354,0.903614457831325,0.94277108433735,0.5,0.419354838709678,0.598566308243728,0.666666666666667,0.583333333333333,0.69489247311828,0.847926267281106,0.789699570815451,0.858369098712446
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svd,4,0,4, zones, low_bits_4, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [1.         0.98579545 1.         0.99715909 0.98579545],0.623376623376623,0.665584415584416,0.907407407407407,0.999431495167709,0.998863636363636,0.999431818181818,0.672316384180791,0.753164556962025,0.619915611814346,0.697947214076246,0.793333333333333,0.668818565400844,0.910350448247759,0.94023569023569,0.907407407407407
ensemble_model_v2_N26_B174_E200_nb_zones_6_mscn_svd,26,174,200, zones, mscn, svd,162,54,54,0.6,0.2,0.2, [0.67647059 0.78125    0.625      0.78125    0.6875    ],0.611111111111111,0.722222222222222,0.866666666666667,1,1,1,0.553191489361702,0.464285714285714,0.616758241758242,0.651162790697674,0.5,0.730769230769231,0.857142857142857,0.788321167883212,0.867844794467922
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4,12, low_bits_2, svdn,1818,606,606,0.6,0.2,0.2, [0.83241758 0.82967033 0.81318681 0.82692308 0.82596685],0.774193548387097,0.74910394265233,0.812289562289562,0.827927432655305,0.828382838283828,0.827832783278328,0.787878787878788,0.854014598540146,0.775598848565848,0.769736842105263,0.823943661971831,0.74773825434358,0.815702479338843,0.830808080808081,0.812289562289562
ensemble_model_v2_N32_B168_E200_nb_zones_4_mscn_svd,32,168,200, zones, mscn, svd,120,40,40,0.6,0.2,0.2, [0.70833333 0.75       0.625      0.70833333 0.83333333],0.6,0.675,0.855,1,1,1,0.555555555555556,0.625,0.604166666666667,0.73469387755102,0.692307692307692,0.667582417582417,0.858536585365854,0.862745098039216,0.85484193677471
ensemble_model_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200,12, mscn, svd,342,114,114,0.6,0.2,0.2, [0.71428571 0.63235294 0.73529412 0.63235294 0.76470588],0.612903225806452,0.693548387096774,0.783261802575107,0.814102564102564,0.742690058479532,0.830409356725146,0.692307692307692,0.84375,0.605208333333333,0.707692307692308,0.766666666666667,0.695833333333333,0.778021978021978,0.759656652360515,0.783261802575107
ensemble_model_N40_B0_E40_nb_zones_10_lab_svd,40,0,40,10, lab, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.9966443  1.         1.         1.         0.99662162],0.668161434977579,0.708520179372197,0.882996632996633,1,1,1,0.747440273037543,0.960526315789473,0.661455818445196,0.763636363636364,0.963302752293578,0.714107516497666,0.893893129770992,0.985690235690236,0.882996632996633
ensemble_model_v2_N16_B184_E200_nb_zones_8_mscn_svdne,16,184,200, zones, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.76       0.66666667 0.77083333 0.64583333 0.79166667],0.675,0.7625,0.858208955223881,0.948717948717949,0.917355371900826,0.950413223140496,0.666666666666667,0.68421052631579,0.675438596491228,0.73972602739726,0.692307692307692,0.760787992495309,0.851948051948052,0.828282828282828,0.857768865121806
svm_model_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200,12, mscn, svd,360,120,120,0.6,0.2,0.2, [0.73611111 0.75       0.63888889 0.75       0.79166667],0.60377358490566,0.660377358490566,0.768240343347639,0.772277227722772,0.65,0.808333333333333,0.553191489361702,0.481481481481482,0.606125356125356,0.571428571428571,0.461538461538462,0.656695156695157,0.724489795918367,0.609442060085837,0.768240343347639
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svd,8,0,8, zones, low_bits_2, svd,1914,638,638,0.6,0.2,0.2, [0.953125   0.95572917 0.97120419 0.96073298 0.95549738],0.692640692640693,0.67965367965368,0.922558922558923,0.980010251153255,0.998955067920585,0.979623824451411,0.684444444444444,0.68141592920354,0.692402879856007,0.657407407407407,0.601694915254237,0.681378431078446,0.923076923076923,0.929292929292929,0.922558922558923
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.99363057 1.         1.         1.         0.99679487],0.737623762376238,0.772277227722772,0.916666666666667,1,1,1,0.737623762376238,0.706161137440758,0.73909093141468,0.75531914893617,0.735751295336788,0.770719249564128,0.915672913117547,0.904882154882155,0.916666666666666
svm_model_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200,10, mscn, svd,266,88,88,0.601809954751131,0.199095022624434,0.199095022624434, [0.7037037  0.72222222 0.68518519 0.82692308 0.67307692],0.693181818181818,0.704545454545455,0.712669683257919,0.681034482758621,0.593984962406015,0.721804511278196,0.584615384615385,0.431818181818182,0.693181818181818,0.617647058823529,0.456521739130435,0.716356107660455,0.652054794520548,0.533632286995516,0.714304727972644
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16,10, low_bits_5, svdne,1392,464,464,0.6,0.2,0.2, [0.98214286 0.99640288 0.99280576 0.99640288 0.99640288],0.622844827586207,0.599137931034483,0.844396551724138,1,1,1,0.672897196261682,0.782608695652174,0.62421033073207,0.640926640926641,0.71244635193133,0.598647418389908,0.852351738241309,0.899050905953408,0.844443626964646
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26,10, low_bits_5, svdn,1566,522,522,0.6,0.2,0.2, [0.96178344 0.96496815 0.96178344 0.97435897 0.98397436],0.592592592592593,0.565432098765432,0.85479797979798,0.997445721583653,0.997445721583653,0.997445721583653,0.662576687116564,0.757009345794392,0.582693154572589,0.620689655172414,0.753926701570681,0.575561481626462,0.863040889241763,0.914983164983165,0.85479797979798
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svd,4,0,4, zones, lab, svd,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [1. 1. 1. 1. 1.],0.539033457249071,0.509293680297398,0.892255892255892,1,1,1,0.614906832298137,0.744360902255639,0.541298098186643,0.611764705882353,0.764705882352941,0.50641309155241,0.8976,0.944444444444444,0.892255892255892
ensemble_model_v2_N4_B196_E200_nb_zones_12_mscn_svd,4,196,200, zones, mscn, svd,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.67142857 0.6        0.8        0.65714286 0.74285714],0.637931034482759,0.672413793103448,0.82618025751073,0.87905604719764,0.851428571428571,0.882857142857143,0.631578947368421,0.620689655172414,0.637931034482759,0.627450980392157,0.551724137931034,0.672413793103448,0.818791946308725,0.785407725321888,0.826180257510729
ensemble_model_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200,12, mscn, svd,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.55714286 0.7        0.67142857 0.66176471 0.64705882],0.616666666666667,0.733333333333333,0.86480686695279,0.927710843373494,0.890173410404624,0.930635838150289,0.465116279069767,0.37037037037037,0.594276094276094,0.703703703703704,0.575757575757576,0.750841750841751,0.853146853146853,0.785407725321888,0.86480686695279
svm_model_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26,10, low_bits_3, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.97682119 0.99337748 0.98       0.98666667 0.98333333],0.853211009174312,0.860091743119266,0.939393939393939,0.987392169873922,0.98936170212766,0.987367021276596,0.852534562211982,0.876777251184834,0.853944181147973,0.865934065934066,0.875555555555555,0.859578725645076,0.939899833055092,0.947811447811448,0.939393939393939
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svd,40,0,40,10, low_bits_4_shifted_2, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.99032258 0.99677419 0.99032258 1.         0.99675325],0.616867469879518,0.628915662650602,0.868265993265993,1,1,1,0.714542190305207,0.947619047619047,0.612833914053426,0.721014492753623,0.970731707317073,0.632984901277584,0.88210922787194,0.985690235690236,0.868265993265993
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8,12, low_bits_5, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [1. 1. 1. 1. 1.],0.551204819277108,0.524096385542169,0.870791245791246,1,1,1,0.676789587852494,0.951219512195122,0.555966898954704,0.658008658008658,0.904761904761905,0.51945412311266,0.883491461100569,0.97979797979798,0.870791245791246
svm_model_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200,6, mscn, svdne,208,69,69,0.601156069364162,0.199421965317919,0.199421965317919, [0.66666667 0.76190476 0.66666667 0.80952381 0.75      ],0.666666666666667,0.739130434782609,0.719653179190751,0.685393258426966,0.586538461538462,0.730769230769231,0.581818181818182,0.533333333333333,0.651282051282051,0.742857142857143,0.722222222222222,0.73989898989899,0.67986798679868,0.605882352941176,0.717713903743316
ensemble_model_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200,10, mscn, svd,312,104,104,0.6,0.2,0.2, [0.71875    0.82258065 0.77419355 0.70967742 0.64516129],0.662337662337662,0.597402597402597,0.763948497854077,0.816608996539792,0.756410256410256,0.830128205128205,0.551724137931034,0.457142857142857,0.645238095238095,0.456140350877193,0.30952380952381,0.626190476190476,0.727722772277228,0.630901287553648,0.763948497854077
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.97535211 0.96830986 0.98591549 0.99295775 0.97887324],0.66384778012685,0.676532769556025,0.868131868131868,1,1,1,0.681362725450902,0.714285714285714,0.663525835866261,0.681912681912682,0.700854700854701,0.676787183063334,0.87,0.883248730964467,0.868144635752504
svm_model_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200,4, mscn, svdne,126,42,42,0.6,0.2,0.2, [0.73076923 0.80769231 0.80769231 0.58333333 0.625     ],0.738095238095238,0.80952380952381,0.742857142857143,0.639175257731959,0.492063492063492,0.722222222222222,0.666666666666667,0.55,0.729545454545455,0.777777777777778,0.736842105263158,0.803203661327231,0.674698795180723,0.549019607843137,0.737472766884532
ensemble_model_v2_N8_B192_E200_nb_zones_12_mscn_svd,8,192,200, zones, mscn, svd,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.67142857 0.74285714 0.64705882 0.66176471 0.66176471],0.672131147540984,0.639344262295082,0.832618025751073,0.888888888888889,0.837209302325581,0.895348837209303,0.615384615384615,0.551724137931034,0.666487068965517,0.541666666666667,0.40625,0.651400862068966,0.816037735849057,0.742489270386266,0.832618025751073
svm_model_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.71428571 0.77142857 0.71428571 0.65714286 0.77142857],0.758620689655172,0.655172413793103,0.738197424892704,0.676470588235294,0.525714285714286,0.748571428571429,0.681818181818182,0.517241379310345,0.758620689655172,0.473684210526316,0.310344827586207,0.655172413793103,0.655367231638418,0.497854077253219,0.738197424892704
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [1.         1.         0.99350649 1.         0.99350649],0.584134615384615,0.557692307692308,0.849747474747475,1,1,1,0.623093681917211,0.6875,0.584134615384615,0.618257261410788,0.716346153846154,0.557692307692308,0.856338028169014,0.895622895622896,0.849747474747475
ensemble_model_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200,6, mscn, svdne,176,58,58,0.602739726027397,0.198630136986301,0.198630136986301, [0.69444444 0.77777778 0.69444444 0.82352941 0.88235294],0.655172413793103,0.741379310344828,0.856164383561644,0.958579881656805,0.920454545454545,0.960227272727273,0.565217391304348,0.541666666666667,0.638480392156863,0.776119402985075,0.764705882352941,0.736519607843137,0.851063829787234,0.821917808219178,0.856164383561644
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16,12, low_bits_3, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.98055556 0.99166667 0.98888889 1.         1.        ],0.520689655172414,0.613793103448276,0.894360269360269,1,1,1,0.644501278772379,0.954545454545455,0.55638665132336,0.734597156398104,0.981012658227848,0.577627541235136,0.903794557301648,0.992424242424242,0.894360269360269
ensemble_model_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200,4, mscn, svdne,134,44,44,0.603603603603604,0.198198198198198,0.198198198198198, [0.78571429 0.85714286 0.80769231 0.73076923 0.76923077],0.659090909090909,0.545454545454545,0.783783783783784,0.89763779527559,0.850746268656716,0.902985074626866,0.516129032258065,0.380952380952381,0.646997929606625,0.444444444444444,0.363636363636364,0.545454545454546,0.752577319587629,0.663636363636364,0.782711038961039
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svd,4,0,4, zones, low_bits_4_shifted_2, svd,1892,630,630,0.600253807106599,0.1998730964467,0.1998730964467, [0.99736842 1.         1.         1.         0.99206349],0.59504132231405,0.549586776859504,0.912878787878788,1,1,1,0.689873417721519,0.8515625,0.579290021929825,0.632996632996633,0.824561403508772,0.564624451754386,0.917365269461078,0.967171717171717,0.912878787878788
ensemble_model_v2_N16_B184_E200_nb_zones_10_mscn_svd,16,184,200, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.56896552 0.70689655 0.67241379 0.67241379 0.66071429],0.696629213483146,0.629213483146067,0.849785407725322,0.96551724137931,0.972222222222222,0.965277777777778,0.689655172413793,0.697674418604651,0.696663296258847,0.592592592592593,0.521739130434783,0.632962588473205,0.847161572052402,0.832618025751073,0.849785407725322
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdne,16,0,16,10, low_bits_4_shifted_2, svdne,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.99677419 0.99677419 0.98709677 0.99354839 0.99354839],0.532687651331719,0.542372881355932,0.839225589225589,1,1,1,0.488063660477454,0.450980392156863,0.531710291772211,0.521518987341772,0.492822966507177,0.542980110704569,0.835486649440138,0.816498316498316,0.839225589225589
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32,10, low_bits_4, svdn,1392,464,464,0.6,0.2,0.2, [0.99285714 0.98561151 0.98920863 0.98920863 0.9676259 ],0.644396551724138,0.668103448275862,0.8625,1,1,1,0.7005444646098,0.831896551724138,0.644396551724138,0.718978102189781,0.84549356223176,0.667335525704624,0.871938980329185,0.935400516795866,0.862437100503196
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16,12, low_bits_2, svd,1824,608,608,0.6,0.2,0.2, [0.95901639 0.95628415 0.9532967  0.95604396 0.95879121],0.77536231884058,0.764492753623188,0.929713804713805,0.978354978354978,0.991228070175439,0.978070175438596,0.745901639344262,0.67910447761194,0.772650830355266,0.738955823293173,0.647887323943662,0.7679735127181,0.928662964545066,0.914983164983165,0.929713804713805
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svd,4,0,4, zones, low_bits_5, svd,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.9972973  0.98918919 1.         0.99728261 0.99728261],0.449056603773585,0.513207547169811,0.884259259259259,1,1,1,0.592178770949721,0.815384615384615,0.455840455840456,0.636619718309859,0.837037037037037,0.506980056980057,0.892536146932395,0.961279461279461,0.884259259259259
svm_model_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32,10, lab, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.95486111 0.94444444 0.93402778 0.95486111 0.95804196],0.547974413646055,0.565031982942431,0.809343434343434,0.974180041870202,0.970792767732962,0.974269819193324,0.548936170212766,0.556034482758621,0.548059435472137,0.565957446808511,0.561181434599156,0.565073475920268,0.809102402022756,0.808080808080808,0.809343434343434
ensemble_model_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16,10, low_bits_6, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.99319728 1.         0.99659864 0.99659864 1.        ],0.623348017621145,0.57488986784141,0.846801346801347,1,1,1,0.64,0.675555555555556,0.62380397865114,0.562358276643991,0.541484716157205,0.575186802523047,0.847315436241611,0.85016835016835,0.846801346801347
svm_model_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200,12, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.7        0.64285714 0.71428571 0.72058824 0.70588235],0.616666666666667,0.733333333333333,0.690987124463519,0.646464646464646,0.554913294797688,0.696531791907514,0.701298701298701,0.794117647058823,0.589366515837104,0.724137931034483,0.807692307692308,0.742081447963801,0.666666666666667,0.618025751072961,0.690987124463519
ensemble_model_v2_N26_B174_E200_nb_zones_6_mscn_svdne,26,174,200, zones, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.65789474 0.65789474 0.78947368 0.69444444],0.67741935483871,0.596774193548387,0.836538461538462,0.968421052631579,0.978723404255319,0.968085106382979,0.705882352941176,0.666666666666667,0.679487179487179,0.615384615384615,0.588235294117647,0.597689075630252,0.842105263157895,0.829268292682927,0.836931443638761
ensemble_model_v2_N32_B168_E200_nb_zones_4_mscn_svdne,32,168,200, zones, mscn, svdne,116,38,38,0.604166666666667,0.197916666666667,0.197916666666667, [0.70833333 0.79166667 0.70833333 0.72727273 0.77272727],0.763157894736842,0.605263157894737,0.875,1,1,1,0.808510638297872,0.95,0.752777777777778,0.545454545454546,0.529411764705882,0.598039215686275,0.877551020408163,0.905263157894737,0.875311991318502
ensemble_model_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.66666667 0.71428571 0.61428571 0.72857143 0.7       ],0.719298245614035,0.719298245614035,0.834763948497854,0.862385321100917,0.801136363636364,0.872159090909091,0.619047619047619,0.448275862068966,0.724137931034483,0.666666666666667,0.571428571428571,0.716748768472906,0.815347721822542,0.729613733905579,0.834763948497854
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26,10, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.98263889 0.98601399 0.96853147 0.98251748 0.98601399],0.622881355932203,0.620762711864407,0.849747474747475,1,1,1,0.61965811965812,0.627705627705628,0.622981444558208,0.626304801670146,0.622406639004149,0.620727129025884,0.849936948297604,0.851010101010101,0.849747474747475
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [1.         1.         1.         0.99640288 1.        ],0.736501079913607,0.758099352051836,0.898963730569948,1,1,1,0.774074074074074,0.920704845814978,0.740013439856642,0.789473684210526,0.9375,0.763729079497908,0.904955320877336,0.972076788830715,0.899713608090571
ensemble_model_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26,10, lab, svdn,1506,502,502,0.6,0.2,0.2, [0.99668874 0.98675497 0.97350993 0.98       0.99333333],0.560919540229885,0.503448275862069,0.827441077441077,0.998006644518272,0.99734395750332,0.99800796812749,0.59447983014862,0.616740088105727,0.558370044052863,0.526315789473684,0.576923076923077,0.506523212470349,0.83141447368421,0.851010101010101,0.827441077441077
svm_model_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26,10, low_bits_2, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.95424837 0.92434211 0.93421053 0.91447368 0.90131579],0.761124121779859,0.763466042154567,0.878367003367003,0.945569620253164,0.981603153745072,0.943495400788436,0.798418972332016,0.935185185185185,0.759061786905389,0.794297352342159,0.924170616113744,0.765326048797613,0.887854093907644,0.962962962962963,0.878367003367003
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svd,8,0,8,12, low_bits_4_shifted_2, svd,1722,574,574,0.6,0.2,0.2, [1.         0.99709302 0.99127907 0.99709302 0.99418605],0.489296636085627,0.510703363914373,0.862373737373737,1,1,1,0.657084188911704,1,0.5,0.676113360323887,1,0.5,0.879023307436182,1,0.862373737373737
ensemble_model_N8_B0_E8_nb_zones_12_lab_svd,8,0,8,12, lab, svd,1872,624,624,0.6,0.2,0.2, [0.99468085 1.         1.         1.         1.        ],0.5,0.5,0.893939393939394,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.904109589041096,1,0.893939393939394
ensemble_model_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16,10, lab, svdne,1506,502,502,0.6,0.2,0.2, [0.99668874 1.         1.         0.99333333 0.99333333],0.537931034482759,0.547126436781609,0.832491582491583,1,1,1,0.449315068493151,0.388625592417062,0.533598510494245,0.46900269541779,0.388392857142857,0.552016333784699,0.822479928635147,0.776094276094276,0.832491582491582
svm_model_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200,8, mscn, svd,222,74,74,0.6,0.2,0.2, [0.65217391 0.72727273 0.75       0.79545455 0.63636364],0.635135135135135,0.675675675675676,0.691891891891892,0.712328767123288,0.702702702702703,0.716216216216216,0.64,0.685714285714286,0.637728937728938,0.625,0.645161290322581,0.671417854463616,0.681564245810056,0.689265536723164,0.691783027428939
svm_model_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200,6, mscn, svd,180,60,60,0.6,0.2,0.2, [0.83333333 0.69444444 0.83333333 0.77777778 0.77777778],0.75,0.616666666666667,0.753333333333333,0.766233766233766,0.655555555555556,0.8,0.745762711864407,0.666666666666667,0.759259259259259,0.581818181818182,0.5,0.625,0.723880597014925,0.625806451612903,0.757730812013348
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdn,32,0,32,10, low_bits_4_shifted_2, svdn,1530,510,510,0.6,0.2,0.2, [0.97385621 0.98366013 0.99346405 0.99673203 0.96732026],0.626477541371158,0.600472813238771,0.859848484848485,0.996068152031455,0.993464052287582,0.996078431372549,0.630841121495327,0.652173913043478,0.627012882447665,0.618510158013544,0.634259259259259,0.599738325281804,0.86107634543179,0.868686868686869,0.859848484848485
ensemble_model_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200,12, mscn, svdne,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.67647059 0.76470588 0.75       0.60294118 0.63636364],0.734375,0.703125,0.856223175965665,0.905775075987842,0.881656804733728,0.908284023668639,0.653061224489796,0.571428571428571,0.716269841269841,0.654545454545455,0.5,0.732142857142857,0.84526558891455,0.785407725321888,0.856223175965665
svm_model_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.75714286 0.67142857 0.75714286 0.72857143 0.68571429],0.689655172413793,0.724137931034483,0.721030042918455,0.661971830985916,0.537142857142857,0.725714285714286,0.608695652173913,0.466666666666667,0.697619047619048,0.652173913043478,0.535714285714286,0.717857142857143,0.654255319148936,0.527896995708155,0.721030042918455
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svd,4,0,4, zones, low_bits_6, svd,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [1.         1.         0.99714286 0.99428571 0.99142857],0.543130990415335,0.543130990415335,0.87962962962963,1,1,1,0.671264367816092,0.948051948051948,0.549497672139181,0.680089485458613,0.955974842767296,0.536428979825206,0.891337386018237,0.987373737373737,0.879629629629629
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4,12, low_bits_3, svdn,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.71111111 0.725      0.75833333 0.76815642 0.80167598],0.696551724137931,0.713793103448276,0.88973063973064,0.950082281952825,0.964365256124722,0.949331848552338,0.712418300653595,0.801470588235294,0.702683346065699,0.749244712990937,0.805194805194805,0.707744461420932,0.89349593495935,0.925084175084175,0.88973063973064
ensemble_model_v2_N40_B130_E170_nb_zones_12_mscn_svdne,40,130,170, zones, mscn, svdne,354,118,118,0.6,0.2,0.2, [0.69444444 0.72222222 0.78571429 0.78571429 0.8       ],0.75,0.607142857142857,0.86480686695279,0.918429003021148,0.858757062146893,0.923728813559322,0.730769230769231,0.678571428571429,0.75,0.607142857142857,0.607142857142857,0.607142857142857,0.856492027334852,0.8068669527897,0.86480686695279
ensemble_model_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200,6, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.76470588 0.73529412 0.82352941 0.85294118 0.64705882],0.589285714285714,0.75,0.804964539007092,0.8875,0.835294117647059,0.894117647058824,0.549019607843137,0.538461538461538,0.585897435897436,0.8,0.823529411764706,0.729946524064171,0.804270462633452,0.779310344827586,0.805713566574377
ensemble_model_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200,8, mscn, svd,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.77272727 0.77272727 0.72727273 0.70454545 0.76190476],0.680555555555556,0.736111111111111,0.853591160220994,0.949308755760369,0.944954128440367,0.94954128440367,0.634920634920635,0.571428571428571,0.677606177606178,0.677966101694915,0.666666666666667,0.726190476190476,0.843657817109145,0.82183908045977,0.852408901932013
svm_model_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200,10, mscn, svdne,324,108,108,0.6,0.2,0.2, [0.6969697  0.66666667 0.71875    0.75       0.671875  ],0.71830985915493,0.676056338028169,0.699570815450644,0.633962264150943,0.518518518518518,0.700617283950617,0.62962962962963,0.485714285714286,0.715079365079365,0.666666666666667,0.638888888888889,0.676587301587302,0.639175257731959,0.532188841201717,0.699570815450644
ensemble_model_v2_N4_B196_E200_nb_zones_12_mscn_svdne,4,196,200, zones, mscn, svdne,348,116,116,0.6,0.2,0.2, [0.64285714 0.64285714 0.67142857 0.71428571 0.69117647],0.525423728813559,0.593220338983051,0.82618025751073,0.917847025495751,0.931034482758621,0.916666666666666,0.575757575757576,0.575757575757576,0.518648018648019,0.571428571428571,0.615384615384615,0.595571095571096,0.829473684210526,0.84549356223176,0.826180257510729
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.96621622 0.96621622 0.97297297 0.96283784 0.94594595],0.785714285714286,0.808035714285714,0.918771043771044,0.992622401073105,1,0.992567567567568,0.807228915662651,0.889380530973451,0.784780355576816,0.820083682008368,0.882882882882883,0.808698078609583,0.92176732873936,0.957070707070707,0.918771043771044
ensemble_model_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.61428571 0.67142857 0.7        0.82857143 0.68571429],0.793103448275862,0.53448275862069,0.817596566523605,0.858895705521472,0.8,0.868571428571428,0.739130434782609,0.708333333333333,0.780637254901961,0.542372881355932,0.470588235294118,0.547794117647059,0.802784222737819,0.742489270386266,0.817596566523605
svm_model_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200,4, mscn, svd,126,42,42,0.6,0.2,0.2, [0.73076923 0.80769231 0.65384615 0.79166667 0.58333333],0.642857142857143,0.523809523809524,0.70952380952381,0.763636363636364,0.666666666666667,0.793650793650794,0.545454545454545,0.473684210526316,0.628146453089245,0.444444444444444,0.363636363636364,0.531818181818182,0.659217877094972,0.567307692307692,0.708182148040639
ensemble_model_v2_N32_B168_E200_nb_zones_6_mscn_svd,32,168,200, zones, mscn, svd,160,53,53,0.601503759398496,0.199248120300752,0.199248120300752, [0.8125  0.71875 0.78125 0.875   0.75   ],0.584905660377358,0.660377358490566,0.827067669172932,0.961038961038961,0.925,0.9625,0.476190476190476,0.4,0.575,0.526315789473684,0.526315789473684,0.630804953560372,0.803418803418803,0.758064516129032,0.822694229895502
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdn,26,0,26,10, low_bits_4_shifted_2, svdn,1404,468,468,0.6,0.2,0.2, [0.9822695  0.9751773  0.97142857 0.98928571 0.975     ],0.574786324786325,0.591880341880342,0.832478632478633,0.998575498575498,0.998575498575498,0.998575498575498,0.636197440585009,0.753246753246753,0.577045317551647,0.646950092421442,0.738396624472574,0.589977533015508,0.842696629213483,0.897435897435897,0.832478632478632
ensemble_model_v2_N26_B174_E200_nb_zones_8_mscn_svd,26,174,200, zones, mscn, svd,218,72,72,0.602209944751381,0.198895027624309,0.198895027624309, [0.68181818 0.77272727 0.77272727 0.70454545 0.5952381 ],0.527777777777778,0.652777777777778,0.792817679558011,0.923076923076923,0.880733944954129,0.926605504587156,0.5,0.45945945945946,0.52972972972973,0.647887323943662,0.605263157894737,0.655572755417957,0.783861671469741,0.739130434782609,0.793722520762091
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8,12, low_bits_3, svdn,1860,620,620,0.6,0.2,0.2, [0.85215054 0.86827957 0.85752688 0.90322581 0.87903226],0.686046511627907,0.724806201550388,0.851430976430976,0.888888888888889,0.864516129032258,0.891935483870968,0.723549488054607,0.890756302521008,0.700773834713742,0.771704180064309,0.863309352517986,0.71316728130101,0.853709075839204,0.867003367003367,0.851430976430976
ensemble_model_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.75862069 0.79310345 0.72413793 0.75862069 0.70689655],0.715909090909091,0.659090909090909,0.800429184549356,0.860294117647059,0.806896551724138,0.868965517241379,0.626865671641791,0.5,0.706521739130435,0.583333333333333,0.456521739130435,0.668737060041408,0.773722627737226,0.682403433476395,0.800429184549356
ensemble_model_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200,4, mscn, svd,106,35,35,0.602272727272727,0.198863636363636,0.198863636363636, [0.81818182 0.68181818 0.5        0.65       0.75      ],0.685714285714286,0.742857142857143,0.823863636363636,0.88659793814433,0.811320754716981,0.896226415094339,0.521739130434782,0.375,0.661184210526316,0.727272727272727,0.6,0.766666666666667,0.797385620915033,0.685393258426966,0.825455249903138
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.85761589 0.89333333 0.88666667 0.89       0.91333333],0.867276887871853,0.864988558352403,0.913720538720539,0.944020356234097,0.988015978695073,0.941411451398136,0.868181818181818,0.931707317073171,0.871026072329689,0.880324543610548,0.935344827586207,0.860355340622372,0.918163672654691,0.968013468013468,0.913720538720539
ensemble_model_v2_N8_B192_E200_nb_zones_12_mscn_svdne,8,192,200, zones, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.71428571 0.74285714 0.69117647 0.70588235 0.72058824],0.704918032786885,0.60655737704918,0.830472103004292,0.888888888888889,0.86046511627907,0.892441860465116,0.689655172413793,0.714285714285714,0.705627705627706,0.555555555555556,0.454545454545455,0.62012987012987,0.822471910112359,0.785407725321888,0.830472103004292
ensemble_model_v2_N40_B160_E200_nb_zones_4_mscn_svd,40,160,200, zones, mscn, svd,126,42,42,0.6,0.2,0.2, [0.84615385 0.73076923 0.73076923 0.875      0.66666667],0.69047619047619,0.714285714285714,0.871428571428571,0.983870967741935,0.968253968253968,0.984126984126984,0.711111111111111,0.727272727272727,0.688636363636364,0.739130434782609,0.68,0.722352941176471,0.874418604651163,0.854545454545455,0.872272727272727
ensemble_model_v2_N16_B184_E200_nb_zones_10_mscn_svdne,16,184,200, zones, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.75862069 0.65517241 0.67241379 0.68965517 0.68965517],0.715909090909091,0.670454545454545,0.871244635193133,0.979020979020979,0.96551724137931,0.979310344827586,0.705882352941176,0.697674418604651,0.715503875968992,0.650602409638554,0.6,0.672093023255814,0.86784140969163,0.84549356223176,0.871244635193133
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svd,8,0,8, zones, low_bits_4, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.98342541 0.99723757 0.99444444 0.99444444 1.        ],0.678321678321678,0.702797202797203,0.92550505050505,1,1,1,0.716049382716049,0.8,0.676595744680851,0.73186119873817,0.822695035460993,0.704450966006359,0.92760736196319,0.954545454545455,0.92550505050505
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4,12, low_bits_2, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.80285714 0.83333333 0.78448276 0.81609195 0.79597701],0.817034700315457,0.823343848580442,0.871212121212121,0.893095768374165,0.920780711825488,0.889781859931114,0.805369127516779,0.745341614906832,0.818183627966237,0.805555555555556,0.743589743589744,0.822105430801083,0.871536523929471,0.873737373737374,0.871212121212121
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40,10, low_bits_2, svdn,1464,488,488,0.6,0.2,0.2, [0.88435374 0.86394558 0.89383562 0.85958904 0.85616438],0.835526315789474,0.837719298245614,0.875841750841751,0.907242693773825,0.975409836065574,0.900273224043716,0.847250509164969,0.936936936936937,0.838126588126588,0.853174603174603,0.918803418803419,0.835527835527835,0.88516932658622,0.957070707070707,0.875841750841751
svm_model_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200,6, mscn, svdne,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.63157895 0.92105263 0.68421053 0.76315789 0.61111111],0.709677419354839,0.774193548387097,0.727564102564102,0.678787878787879,0.595744680851064,0.718085106382979,0.653846153846154,0.566666666666667,0.705208333333333,0.805555555555555,0.763157894736842,0.777412280701754,0.705882352941176,0.62962962962963,0.731481481481482
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32,10, low_bits_5, svdn,1446,482,482,0.6,0.2,0.2, [0.94137931 0.92758621 0.97241379 0.95486111 0.97916667],0.606451612903226,0.6,0.837121212121212,0.987412587412587,0.976486860304287,0.987551867219917,0.657943925233645,0.733333333333333,0.602222222222222,0.645038167938931,0.751111111111111,0.604722222222222,0.84451586982724,0.884680134680135,0.837121212121212
svm_model_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200,12, mscn, svd,334,111,111,0.600719424460432,0.199640287769784,0.199640287769784, [0.80882353 0.73529412 0.68181818 0.74242424 0.68181818],0.727272727272727,0.575757575757576,0.742489270386266,0.731884057971014,0.604790419161677,0.778443113772455,0.666666666666667,0.5625,0.722426470588235,0.517241379310345,0.441176470588235,0.579963235294118,0.690721649484536,0.575107296137339,0.742489270386266
svm_model_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200,8, mscn, svdne,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.64       0.78       0.6875     0.70833333 0.625     ],0.654320987654321,0.679012345679012,0.763546798029557,0.807339449541284,0.721311475409836,0.827868852459016,0.517241379310345,0.441176470588235,0.624843554443054,0.666666666666667,0.565217391304348,0.696894409937888,0.728813559322034,0.638613861386139,0.762934381673461
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8,12, low_bits_6, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [1.         0.99425287 0.99425287 0.99137931 1.        ],0.520376175548589,0.495297805642633,0.867845117845118,1,1,1,0.680584551148225,1,0.509615384615385,0.659619450317125,1,0.506134969325153,0.883271375464684,1,0.867845117845118
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8,12, low_bits_2, svdn,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.85326087 0.86141304 0.8989071  0.88251366 0.88797814],0.745387453874539,0.701107011070111,0.847643097643097,0.888772298006296,0.923664122137405,0.884405670665213,0.780952380952381,0.836734693877551,0.73691573403555,0.709677419354839,0.798387096774194,0.708717357910906,0.8552,0.89983164983165,0.847643097643097
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40,10, low_bits_3, svdn,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.91883117 0.92857143 0.94155844 0.92857143 0.9248366 ],0.756563245823389,0.751789976133651,0.887626262626263,0.961171228516868,0.981794538361508,0.960338101430429,0.776315789473684,0.834905660377359,0.755617081396409,0.763636363636364,0.811594202898551,0.752495214656823,0.891771382245642,0.925925925925926,0.887626262626262
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26,10, low_bits_3, svdne,1416,472,472,0.6,0.2,0.2, [0.97887324 0.98591549 0.98591549 0.96808511 0.9858156 ],0.802966101694915,0.826271186440678,0.923305084745763,0.995768688293371,0.997175141242938,0.995762711864407,0.812121212121212,0.85531914893617,0.803187000628423,0.831275720164609,0.845188284518828,0.826027618654264,0.924551896623593,0.93824027072758,0.923279727893502
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4,12, low_bits_4, svdn,1764,588,588,0.6,0.2,0.2, [0.6920904  0.71751412 0.73295455 0.64772727 0.72443182],0.454248366013072,0.486928104575163,0.647727272727273,0.657314629258517,0.557823129251701,0.709183673469388,0.515942028985507,0.577922077922078,0.453434723171565,0.513931888544892,0.546052631578947,0.487312030075188,0.613394919168591,0.558922558922559,0.647727272727273
ensemble_model_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200,6, mscn, svdne,158,52,52,0.603053435114504,0.198473282442748,0.198473282442748, [0.71875 0.6875  0.75    0.75    0.8    ],0.75,0.596153846153846,0.786259541984733,0.847222222222222,0.772151898734177,0.860759493670886,0.551724137931034,0.421052631578947,0.680223285486443,0.511627906976744,0.366666666666667,0.637878787878788,0.740740740740741,0.625,0.782649253731343
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [1.        0.9966443 1.        0.9966443 1.       ],0.558823529411765,0.53393665158371,0.831228956228956,1,1,1,0.631379962192817,0.73568281938326,0.553887921319537,0.605363984674329,0.734883720930233,0.539248027865997,0.842312229650019,0.901515151515152,0.831228956228956
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40,10, low_bits_5, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.99315068 1.         0.99315068 0.99655172 0.99655172],0.639130434782609,0.597826086956522,0.852272727272727,1,1,1,0.726072607260726,0.94017094017094,0.633802284244762,0.689075630252101,0.907079646017699,0.603112472581499,0.867896123447497,0.970538720538721,0.852272727272727
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.99673203 1.         1.         0.99342105 1.        ],0.510538641686183,0.48711943793911,0.81986531986532,1,1,1,0.624775583482944,0.828571428571429,0.515668202764977,0.59963436928702,0.755760368663594,0.482642089093702,0.837014470677837,0.925084175084175,0.81986531986532
ensemble_model_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200,8, mscn, svdne,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.72       0.64583333 0.85416667 0.77083333 0.8125    ],0.6875,0.75,0.843283582089552,0.919642857142857,0.851239669421488,0.925619834710744,0.647887323943662,0.575,0.6875,0.743589743589744,0.743589743589744,0.749843652282677,0.831099195710456,0.775,0.842945544554455
svm_model_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200,4, mscn, svdne,120,40,40,0.6,0.2,0.2, [0.70833333 0.875      0.79166667 0.79166667 0.70833333],0.625,0.75,0.755,0.764705882352941,0.65,0.8,0.444444444444444,0.3,0.625,0.761904761904762,0.64,0.786666666666667,0.713450292397661,0.580952380952381,0.764160401002506
ensemble_model_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200,12, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.77777778 0.70833333 0.625      0.74285714 0.77142857],0.745454545454545,0.690909090909091,0.824034334763948,0.844036697247706,0.775280898876405,0.856741573033708,0.72,0.72,0.743333333333333,0.721311475409836,0.733333333333333,0.686666666666667,0.812785388127854,0.763948497854077,0.824034334763948
ensemble_model_v2_N32_B168_E200_nb_zones_6_mscn_svdne,32,168,200, zones, mscn, svdne,162,54,54,0.6,0.2,0.2, [0.88235294 0.6875     0.75       0.65625    0.625     ],0.777777777777778,0.722222222222222,0.892592592592593,0.9875,0.975308641975309,0.987654320987654,0.68421052631579,0.68421052631579,0.756390977443609,0.666666666666667,0.555555555555556,0.722222222222222,0.880658436213992,0.84251968503937,0.889791311051154
ensemble_model_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200,4, mscn, svdne,102,34,34,0.6,0.2,0.2, [0.68181818 0.8        0.8        0.7        0.6       ],0.470588235294118,0.588235294117647,0.782352941176471,0.948453608247423,0.901960784313726,0.950980392156863,0.307692307692308,0.235294117647059,0.470588235294118,0.416666666666667,0.333333333333333,0.56140350877193,0.748299319727891,0.662650602409639,0.779601163273785
ensemble_model_v2_N26_B174_E200_nb_zones_8_mscn_svdne,26,174,200, zones, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.73913043 0.76086957 0.69565217 0.69565217 0.72727273],0.631578947368421,0.736842105263158,0.831578947368421,0.927927927927928,0.903508771929825,0.929824561403509,0.631578947368421,0.521739130434783,0.660869565217391,0.615384615384615,0.551724137931034,0.701393983859134,0.817142857142857,0.756613756613757,0.831186459458711
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,1440,480,480,0.6,0.2,0.2, [1.         0.99305556 0.99305556 0.98263889 0.98263889],0.510683760683761,0.527777777777778,0.810606060606061,1,1,1,0.546534653465346,0.638888888888889,0.51984126984127,0.591497227356747,0.634920634920635,0.518849206349206,0.818986323411102,0.856902356902357,0.810606060606061
svm_model_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200,8, mscn, svd,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.7826087  0.73913043 0.65217391 0.59090909 0.75      ],0.693333333333333,0.653333333333333,0.773936170212766,0.810526315789474,0.68141592920354,0.84070796460177,0.666666666666667,0.547619047619048,0.713203463203463,0.518518518518518,0.411764705882353,0.632711621233859,0.728434504792332,0.603174603174603,0.774849333672863
ensemble_model_v2_N16_B184_E200_nb_zones_12_mscn_svd,16,184,200, zones, mscn, svd,364,121,121,0.600660066006601,0.1996699669967,0.1996699669967, [0.75675676 0.67567568 0.63888889 0.625      0.65277778],0.647058823529412,0.764705882352941,0.909871244635193,0.96629213483146,0.945054945054945,0.967032967032967,0.678571428571429,0.678571428571429,0.643633540372671,0.714285714285714,0.652173913043478,0.754658385093168,0.907488986784141,0.88412017167382,0.909871244635193
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,1410,470,470,0.6,0.2,0.2, [1.        0.9893617 1.        0.9929078 1.       ],0.595744680851064,0.608510638297872,0.840851063829787,1,1,1,0.607438016528926,0.644736842105263,0.597161809482384,0.63921568627451,0.676348547717842,0.606733225823987,0.844425956738769,0.864565587734242,0.840871229241271
ensemble_model_v2_N16_B0_E16_nb_zones_10_low_bits_4_shifted_2_svdne,16,0,16, zones, low_bits_4_shifted_2, svdne,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [1.         1.         1.         0.99657534 1.        ],0.593886462882096,0.556768558951965,0.836279461279461,1,1,1,0.666666666666667,0.775,0.584747706422018,0.601178781925344,0.701834862385321,0.563417431192661,0.846062524732885,0.89983164983165,0.836279461279461
ensemble_model_v2_N40_B160_E200_nb_zones_4_mscn_svdne,40,160,200, zones, mscn, svdne,108,36,36,0.6,0.2,0.2, [0.63636364 0.81818182 0.72727273 0.68181818 0.6       ],0.611111111111111,0.666666666666667,0.855555555555556,1,1,1,0.631578947368421,0.705882352941176,0.61609907120743,0.68421052631579,0.65,0.66875,0.858695652173913,0.868131868131868,0.855414248672676
svm_model_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4,12, lab, svdn,1830,610,610,0.6,0.2,0.2, [0.55737705 0.56830601 0.54644809 0.57650273 0.57650273],0.476190476190476,0.505494505494506,0.558501683501684,0.604818042029728,0.644808743169399,0.578688524590164,0.406639004149378,0.357664233576642,0.47662623443538,0.466403162055336,0.433823529411765,0.505232932589094,0.570961145194274,0.587542087542088,0.558501683501684
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26,10, low_bits_4, svdne,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [1. 1. 1. 1. 1.],0.694915254237288,0.716707021791768,0.897727272727273,1,1,1,0.709677419354839,0.766169154228856,0.696763822397447,0.742857142857143,0.797169811320755,0.714505303670328,0.900369003690037,0.924242424242424,0.897727272727273
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svd,8,0,8, zones, low_bits_5, svd,1770,590,590,0.6,0.2,0.2, [1.         0.99717514 1.         1.         1.        ],0.504950495049505,0.551155115511551,0.87962962962963,1,1,1,0.619289340101523,0.890510948905109,0.538628968428458,0.683720930232558,0.885542168674699,0.515763785067276,0.889745566692367,0.971380471380471,0.87962962962963
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16,12, low_bits_4, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [1. 1. 1. 1. 1.],0.551204819277108,0.548192771084337,0.874158249158249,1,1,1,0.694045174537987,1,0.542944785276074,0.684873949579832,1,0.556213017751479,0.888224299065421,1,0.874158249158249
svm_model_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200,10, mscn, svd,304,101,101,0.600790513833992,0.199604743083004,0.199604743083004, [0.75806452 0.72580645 0.66666667 0.71666667 0.7       ],0.728395061728395,0.654320987654321,0.729613733905579,0.696,0.572368421052632,0.75,0.592592592592593,0.432432432432432,0.70485257985258,0.548387096774194,0.386363636363636,0.679668304668305,0.655737704918033,0.515021459227468,0.729613733905579
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26,10, low_bits_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.91666667 0.91258741 0.92657343 0.93356643 0.93356643],0.834745762711864,0.838983050847458,0.917087542087542,0.970807875084861,0.998603351955307,0.969972067039106,0.829694323144105,0.829694323144105,0.834600247991805,0.843621399176955,0.843621399176955,0.838841267274067,0.918494000827472,0.934343434343434,0.917087542087542
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4,12, low_bits_5, svdn,1664,554,554,0.6002886002886,0.1998556998557,0.1998556998557, [0.61976048 0.61377246 0.59036145 0.60542169 0.5813253 ],0.536516853932584,0.530898876404494,0.569444444444444,0.635356200527705,0.723557692307692,0.584735576923077,0.590570719602978,0.683908045977011,0.539756220790704,0.607058823529412,0.708791208791209,0.526809397499053,0.624311421226588,0.715488215488216,0.569444444444444
ensemble_model_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200,8, mscn, svd,250,83,83,0.600961538461538,0.199519230769231,0.199519230769231, [0.66 0.62 0.6  0.7  0.72],0.566265060240964,0.578313253012048,0.783653846153846,0.921161825726141,0.888,0.924,0.590909090909091,0.666666666666667,0.571969696969697,0.615384615384615,0.682926829268293,0.579558652729385,0.785714285714286,0.804878048780488,0.783955612067969
svm_model_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200,6, mscn, svd,172,57,57,0.601398601398601,0.199300699300699,0.199300699300699, [0.83333333 0.82352941 0.85294118 0.76470588 0.76470588],0.701754385964912,0.596491228070175,0.783216783216783,0.858974358974359,0.779069767441861,0.872093023255814,0.666666666666667,0.607142857142857,0.70012315270936,0.581818181818182,0.571428571428571,0.596059113300493,0.763358778625954,0.704225352112676,0.782668231611894
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,1452,484,484,0.6,0.2,0.2, [0.97945205 0.99310345 0.98965517 0.99310345 0.99310345],0.727272727272727,0.753246753246753,0.898989898989899,1,1,1,0.717488789237668,0.698689956331878,0.727027381599415,0.747787610619469,0.725321888412017,0.753490638529153,0.897872340425532,0.888047138047138,0.898989898989899
ensemble_model_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200,10, mscn, svd,288,96,96,0.6,0.2,0.2, [0.63793103 0.72413793 0.72413793 0.72413793 0.71428571],0.696629213483146,0.741573033707865,0.802575107296137,0.839694656488549,0.763888888888889,0.854166666666667,0.608695652173913,0.488372093023256,0.689838220424671,0.708860759493671,0.608695652173913,0.746208291203236,0.775609756097561,0.682403433476395,0.802575107296137
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdn,4,0,4,12, low_bits_4_shifted_2, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.5698324  0.5698324  0.59269663 0.62640449 0.60393258],0.570945945945946,0.540540540540541,0.622053872053872,0.622248661511005,0.586322869955157,0.644058295964125,0.623145400593472,0.709459459459459,0.570945945945946,0.626373626373626,0.77027027027027,0.540540540540541,0.623005877413938,0.624579124579125,0.622053872053872
ensemble_model_v2_N16_B0_E16_nb_zones_10_lab_svdne,16,0,16, zones, lab, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.99310345 1.         1.         0.99652778 1.        ],0.578158458244111,0.588865096359743,0.836279461279461,1,1,1,0.605210420841683,0.699074074074074,0.586588829865722,0.64963503649635,0.709163346613546,0.57911871034381,0.843712334270791,0.883838383838384,0.836279461279461
ensemble_model_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200,6, mscn, svd,182,60,60,0.602649006622517,0.198675496688742,0.198675496688742, [0.68421053 0.80555556 0.58333333 0.63888889 0.77777778],0.65,0.666666666666667,0.83112582781457,0.941860465116279,0.89010989010989,0.945054945054945,0.553191489361702,0.565217391304348,0.633960047003525,0.655172413793104,0.612903225806452,0.668520578420467,0.815884476534296,0.779310344827586,0.829145618273666
ensemble_model_v2_N32_B168_E200_nb_zones_8_mscn_svd,32,168,200, zones, mscn, svd,226,75,75,0.601063829787234,0.199468085106383,0.199468085106383, [0.7173913  0.7173913  0.76086957 0.77272727 0.77272727],0.666666666666667,0.666666666666667,0.86436170212766,0.995555555555555,0.991150442477876,0.995575221238938,0.59016393442623,0.486486486486487,0.66429587482219,0.56140350877193,0.421052631578947,0.669985775248933,0.851311953352769,0.776595744680851,0.86436170212766
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svd,40,0,40, zones, lab, svd,1536,512,512,0.6,0.2,0.2, [1.         0.99350649 1.         1.         1.        ],0.721428571428571,0.704761904761905,0.898569023569024,1,1,1,0.770137524557957,0.933333333333333,0.721428571428571,0.75968992248062,0.933333333333333,0.704761904761905,0.90589613432253,0.976430976430976,0.898569023569024
svm_model_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200,12, mscn, svdne,354,118,118,0.6,0.2,0.2, [0.68055556 0.69444444 0.78571429 0.7        0.7       ],0.625,0.696428571428571,0.731759656652361,0.701030927835052,0.576271186440678,0.754237288135593,0.32258064516129,0.208333333333333,0.572916666666667,0.638297872340426,0.46875,0.734375,0.661246612466125,0.523605150214592,0.731759656652361
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [1.         0.98958333 0.99305556 0.99652778 0.99300699],0.565031982942431,0.609808102345416,0.837121212121212,1,1,1,0.655405405405405,0.877828054298642,0.582059188439644,0.706260032102729,0.887096774193548,0.5928696540651,0.854127402940068,0.953703703703704,0.837121212121212
ensemble_model_v2_N40_B160_E200_nb_zones_6_mscn_svd,40,160,200, zones, mscn, svd,170,56,56,0.602836879432624,0.198581560283688,0.198581560283688, [0.88235294 0.67647059 0.67647059 0.79411765 0.58823529],0.660714285714286,0.642857142857143,0.854609929078014,0.988095238095238,0.976470588235294,0.988235294117647,0.627450980392157,0.516129032258065,0.678064516129032,0.545454545454545,0.5,0.625,0.844106463878327,0.792857142857143,0.854175050301811
ensemble_model_v2_N26_B174_E200_nb_zones_10_mscn_svd,26,174,200, zones, mscn, svd,298,99,99,0.600806451612903,0.199596774193548,0.199596774193548, [0.7        0.75       0.88333333 0.75       0.70689655],0.678571428571429,0.642857142857143,0.860515021459227,0.972602739726027,0.953020134228188,0.973154362416107,0.689655172413793,0.625,0.6875,0.615384615384615,0.666666666666667,0.645833333333333,0.857768052516411,0.841201716738197,0.860515021459228
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svdn,4,0,4, zones, low_bits_3, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.81818182 0.85227273 0.82571429 0.77428571 0.8       ],0.585209003215434,0.553054662379421,0.829545454545455,0.922114837976123,0.924743443557582,0.921892816419612,0.568561872909699,0.570469798657718,0.584617615378242,0.577507598784195,0.58641975308642,0.551599138288176,0.830330959363217,0.834175084175084,0.829545454545455
svm_model_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32,10, low_bits_3, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.98310811 0.98648649 0.98639456 0.98979592 0.98979592],0.782705099778271,0.758314855875832,0.908670033670034,0.99320652173913,0.991858887381276,0.993215739484396,0.814393939393939,0.914893617021277,0.776891252955083,0.781563126252505,0.902777777777778,0.764154846335697,0.913165266106443,0.96043771043771,0.908670033670034
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32,10, low_bits_6, svdn,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.98039216 0.96710526 0.96052632 0.97368421 0.97039474],0.48711943793911,0.46135831381733,0.804292929292929,0.989403973509934,0.981603153745072,0.989487516425756,0.540880503144654,0.594470046082949,0.485330261136713,0.497816593886463,0.542857142857143,0.462672811059908,0.809815950920246,0.833333333333333,0.804292929292929
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8,12, low_bits_3, svdn,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.84615385 0.8816568  0.91369048 0.86904762 0.88988095],0.786127167630058,0.838150289017341,0.908670033670034,0.950483779169038,0.991686460807601,0.94833729216152,0.802139037433155,0.87719298245614,0.787167919799499,0.851063829787234,0.914285714285714,0.837259816207185,0.913442361388113,0.963804713804714,0.908670033670034
ensemble_model_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32,10, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.99300699 0.97552448 0.97552448 0.98251748 0.97902098],0.530655391120507,0.522198731501057,0.811026936026936,0.999300209937019,0.998601398601399,0.999300699300699,0.587360594795539,0.692982456140351,0.536287146437522,0.611683848797251,0.726530612244898,0.514581095596133,0.823852491173009,0.883838383838384,0.811026936026936
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svd,40,0,40, zones, low_bits_4_shifted_2, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [1.         0.99657534 1.         1.         0.99310345],0.615217391304348,0.656521739130435,0.859006734006734,1,1,1,0.665406427221172,0.775330396475771,0.617278932143465,0.709558823529412,0.828326180257511,0.654251195855628,0.867536575721629,0.923400673400673,0.859006734006734
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svd,8,0,8, zones, lab, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [1. 1. 1. 1. 1.],0.546712802768166,0.581314878892734,0.893939393939394,1,1,1,0.628895184135977,0.804347826086956,0.557803052116326,0.664819944598338,0.794701986754967,0.571264036855744,0.89968152866242,0.951178451178451,0.893939393939394
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svdn,26,0,26, zones, lab, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.98986486 0.99319728 1.         1.         1.        ],0.513274336283186,0.544247787610619,0.820707070707071,1,1,1,0.578544061302682,0.683257918552036,0.516953634600693,0.608365019011407,0.692640692640693,0.540890482066953,0.830952380952381,0.881313131313131,0.820707070707071
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4,12, low_bits_6, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.60497238 0.59668508 0.55       0.59444444 0.59722222],0.479020979020979,0.468531468531469,0.593855218855219,0.631520532741398,0.630820399113082,0.631929046563193,0.343612334801762,0.272727272727273,0.479020979020979,0.35593220338983,0.293706293706294,0.468531468531469,0.573951434878587,0.547138047138047,0.593855218855219
ensemble_model_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200,12, mscn, svdne,368,122,122,0.601307189542484,0.199346405228758,0.199346405228758, [0.60810811 0.71621622 0.71621622 0.64864865 0.70833333],0.673469387755102,0.714285714285714,0.896995708154507,0.949438202247191,0.918478260869565,0.951086956521739,0.666666666666667,0.615384615384615,0.677257525083612,0.666666666666667,0.608695652173913,0.70819397993311,0.89237668161435,0.854077253218884,0.896995708154507
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16,12, low_bits_2, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.94444444 0.93611111 0.93055556 0.96111111 0.96089385],0.820069204152249,0.816608996539792,0.936868686868687,0.9755832881172,1,0.974972191323693,0.834394904458599,0.885135135135135,0.818454092390263,0.832807570977918,0.936170212765957,0.81943645773433,0.939369442198868,0.978114478114478,0.936868686868687
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16,12, low_bits_3, svd,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.9972973  1.         0.99189189 0.99728261 0.99456522],0.792452830188679,0.856603773584906,0.96043771043771,0.999458581483487,1,0.999458288190682,0.797047970479705,0.830769230769231,0.793162393162393,0.864285714285714,0.896296296296296,0.855840455840456,0.960800667222686,0.96969696969697,0.96043771043771
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svd,8,0,8, zones, low_bits_4_shifted_2, svd,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [1.         1.         0.99734043 1.         0.9973262 ],0.528,0.568,0.904882154882155,1,1,1,0.598639455782313,0.704,0.528,0.622377622377622,0.712,0.568,0.907980456026059,0.938552188552189,0.904882154882155
svm_model_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200,8, mscn, svdne,240,80,80,0.6,0.2,0.2, [0.8125     0.72916667 0.625      0.64583333 0.72916667],0.7375,0.6375,0.7325,0.719211822660098,0.608333333333333,0.7625,0.712328767123288,0.577777777777778,0.76031746031746,0.567164179104478,0.513513513513513,0.628849780012571,0.688046647230321,0.584158415841584,0.733998399839984
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svdn,4,0,4, zones, low_bits_2, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.83714286 0.82571429 0.85714286 0.80571429 0.84770115],0.748407643312102,0.767515923566879,0.861952861952862,0.902654867256637,0.933638443935927,0.899313501144165,0.739273927392739,0.736842105263158,0.748050682261209,0.775384615384615,0.777777777777778,0.767178362573099,0.865353037766831,0.887205387205387,0.861952861952862
ensemble_model_v2_N16_B184_E200_nb_zones_12_mscn_svdne,16,184,200, zones, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.75714286 0.72857143 0.8        0.69117647 0.69117647],0.733333333333333,0.566666666666667,0.875536480686695,0.952662721893491,0.930635838150289,0.953757225433526,0.636363636363636,0.538461538461538,0.710407239819004,0.535714285714286,0.441176470588235,0.585972850678733,0.867579908675799,0.815450643776824,0.875536480686695
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40,10, low_bits_4, svdn,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.97402597 0.97402597 0.97727273 0.98376623 0.98366013],0.677804295942721,0.670644391408115,0.884259259259259,0.998697916666667,0.99739921976593,0.998699609882965,0.677804295942721,0.689320388349515,0.677993527508091,0.693333333333333,0.732394366197183,0.669595241351019,0.885654885654886,0.896464646464647,0.884259259259259
svm_model_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32,10, low_bits_2, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.89677419 0.91612903 0.94193548 0.91558442 0.93831169],0.821686746987952,0.8,0.887626262626263,0.932762836185819,0.987063389391979,0.928848641655886,0.843220338983051,0.868995633187773,0.816218246701413,0.795061728395062,0.865591397849462,0.806158144339578,0.89375248706725,0.945286195286195,0.887626262626263
svm_model_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200,6, mscn, svdne,154,51,51,0.6015625,0.19921875,0.19921875, [0.75       0.65625    0.66666667 0.83333333 0.76666667],0.686274509803922,0.745098039215686,0.796875,0.836879432624114,0.766233766233766,0.850649350649351,0.68,0.62962962962963,0.689814814814815,0.754716981132075,0.645161290322581,0.77258064516129,0.786885245901639,0.711111111111111,0.801836547291093
ensemble_model_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200,8, mscn, svdne,228,76,76,0.6,0.2,0.2, [0.7826087  0.67391304 0.65217391 0.63043478 0.68181818],0.736842105263158,0.710526315789474,0.871052631578947,0.968609865470852,0.947368421052632,0.969298245614035,0.722222222222222,0.619047619047619,0.750700280112045,0.731707317073171,0.666666666666667,0.720430107526882,0.870026525198939,0.81592039800995,0.874440645932349
svm_model_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200,10, mscn, svdne,294,98,98,0.6,0.2,0.2, [0.76666667 0.75       0.68965517 0.67241379 0.70689655],0.63953488372093,0.72093023255814,0.742489270386266,0.730290456431535,0.598639455782313,0.77891156462585,0.550724637681159,0.441860465116279,0.63953488372093,0.68421052631579,0.604651162790698,0.72093023255814,0.689119170984456,0.570815450643777,0.742489270386266
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8,12, low_bits_4, svdn,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.86046512 0.85755814 0.89534884 0.875      0.9127907 ],0.615853658536585,0.606707317073171,0.826599326599327,0.909821941412981,0.92093023255814,0.908720930232558,0.680203045685279,0.783625730994152,0.608373375051216,0.654155495978552,0.777070063694268,0.613681230677543,0.835725677830941,0.882154882154882,0.826599326599327
ensemble_model_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200,6, mscn, svdne,148,49,49,0.601626016260163,0.199186991869919,0.199186991869919, [0.8        0.6        0.7        0.83333333 0.5       ],0.693877551020408,0.714285714285714,0.804878048780488,0.854961832061069,0.756756756756757,0.871621621621622,0.651162790697674,0.5,0.726190476190476,0.631578947368421,0.545454545454545,0.698653198653199,0.773584905660377,0.661290322580645,0.806054997355896
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8,12, low_bits_2, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.89779006 0.89502762 0.8839779  0.85635359 0.87222222],0.753521126760563,0.711267605633803,0.877104377104377,0.925690021231422,0.964601769911504,0.922566371681416,0.779874213836478,0.81578947368421,0.748803827751196,0.719178082191781,0.795454545454545,0.716806220095694,0.882919005613472,0.926767676767677,0.877104377104377
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdn,32,0,32,10, low_bits_4_shifted_2, svdn,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.98742138 0.99371069 0.99056604 0.99367089 0.99683544],0.584810126582279,0.589873417721519,0.861531986531987,0.998109640831758,0.998738965952081,0.998108448928121,0.613207547169811,0.698924731182796,0.591089159849771,0.666666666666667,0.77511961722488,0.578420023666204,0.868241890268322,0.912457912457912,0.861531986531986
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdn,26,0,26, zones, low_bits_4_shifted_2, svdn,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.99358974 0.99677419 0.99032258 0.99032258 0.99032258],0.565533980582524,0.577669902912621,0.851430976430976,1,1,1,0.67513611615245,0.907317073170732,0.567185106633675,0.680147058823529,0.893719806763285,0.576128196064569,0.866641480921798,0.965488215488216,0.851430976430976
ensemble_model_v2_N32_B168_E200_nb_zones_8_mscn_svdne,32,168,200, zones, mscn, svdne,232,77,77,0.601036269430052,0.199481865284974,0.199481865284974, [0.72916667 0.63043478 0.69565217 0.76086957 0.7826087 ],0.688311688311688,0.649350649350649,0.823834196891192,0.924444444444444,0.896551724137931,0.926724137931034,0.636363636363636,0.567567567567568,0.683783783783784,0.571428571428571,0.5625,0.636805555555556,0.807909604519774,0.772972972972973,0.821809869571064
ensemble_model_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.62068966 0.67241379 0.70689655 0.67241379 0.70689655],0.761363636363636,0.681818181818182,0.832618025751073,0.890566037735849,0.813793103448276,0.9,0.752941176470588,0.761904761904762,0.761387163561077,0.702127659574468,0.717391304347826,0.680124223602484,0.824324324324324,0.785407725321888,0.832618025751073
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.98355263 0.99013158 0.98684211 0.99668874 0.99337748],0.830232558139535,0.83953488372093,0.938552188552189,0.997357992073976,0.996042216358839,0.997361477572559,0.850102669404517,0.892241379310345,0.824908568443051,0.83046683046683,0.853535353535353,0.840560780215953,0.93936877076412,0.952020202020202,0.938552188552189
ensemble_model_v2_N40_B160_E200_nb_zones_6_mscn_svdne,40,160,200, zones, mscn, svdne,174,58,58,0.6,0.2,0.2, [0.72222222 0.75       0.79411765 0.70588235 0.73529412],0.568965517241379,0.724137931034483,0.844827586206896,0.977011494252874,0.977011494252874,0.977011494252874,0.489795918367347,0.387096774193548,0.582437275985663,0.636363636363636,0.5,0.716666666666667,0.831460674157304,0.76027397260274,0.845414764079148
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40,10, low_bits_2, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.90816327 0.86394558 0.91496599 0.88356164 0.87671233],0.859340659340659,0.821978021978022,0.893518518518519,0.929595827900913,0.972714870395634,0.926330150068213,0.863829787234043,0.931192660550459,0.862220802849069,0.839603960396039,0.894514767932489,0.818817016993768,0.89916301315265,0.94949494949495,0.893518518518519
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svd,8,0,8, zones, low_bits_6, svd,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [1.         0.99712644 1.         1.         0.99712644],0.501577287066246,0.498422712933754,0.866582491582492,1,1,1,0.618357487922705,0.785276073619632,0.493287387459167,0.603491271820449,0.785714285714286,0.50635407537248,0.87602659366445,0.942760942760943,0.866582491582492
svm_model_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200,10, mscn, svd,280,93,93,0.600858369098712,0.199570815450644,0.199570815450644, [0.76785714 0.73214286 0.76785714 0.75       0.69642857],0.741935483870968,0.688172043010753,0.772532188841202,0.776371308016878,0.657142857142857,0.810714285714286,0.675675675675676,0.520833333333333,0.749305555555556,0.602739726027397,0.488888888888889,0.681944444444444,0.723958333333333,0.59656652360515,0.772532188841202
ensemble_model_v2_N26_B174_E200_nb_zones_10_mscn_svdne,26,174,200, zones, mscn, svdne,306,102,102,0.6,0.2,0.2, [0.72580645 0.66129032 0.69354839 0.65       0.61666667],0.775,0.7125,0.886266094420601,0.959459459459459,0.928104575163399,0.96078431372549,0.790697674418605,0.772727272727273,0.775252525252525,0.701298701298701,0.75,0.715909090909091,0.884531590413943,0.871244635193133,0.886266094420601
svm_model_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200,8, mscn, svd,242,80,80,0.601990049751244,0.199004975124378,0.199004975124378, [0.84       0.72916667 0.58333333 0.77083333 0.6875    ],0.675,0.6125,0.798507462686567,0.898305084745763,0.87603305785124,0.900826446280992,0.675,0.710526315789474,0.676691729323308,0.651685393258427,0.674418604651163,0.607479572595852,0.8,0.801980198019802,0.798490099009901
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40,10, low_bits_3, svdn,1530,510,510,0.6,0.2,0.2, [0.9379085  0.88562092 0.92810458 0.9248366  0.9248366 ],0.709219858156028,0.709219858156028,0.877104377104377,0.970812182741117,1,0.969934640522876,0.74949083503055,0.847926267281106,0.705516531698805,0.744282744282744,0.868932038834951,0.713267862735448,0.885400313971743,0.94949494949495,0.877104377104377
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4,12, low_bits_4, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.8005618  0.83050847 0.86440678 0.77966102 0.81355932],0.589403973509934,0.566225165562914,0.855218855218855,0.95041782729805,0.9627539503386,0.949774266365688,0.677083333333334,0.838709677419355,0.582620144832126,0.648793565683646,0.82312925170068,0.572854948430985,0.865203761755486,0.929292929292929,0.855218855218855
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32,10, low_bits_5, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.98979592 0.96938776 0.98979592 0.96917808 0.95205479],0.617582417582418,0.586813186813187,0.845959595959596,0.997271487039563,0.997271487039563,0.997271487039563,0.632911392405063,0.66079295154185,0.617677177525311,0.587719298245614,0.587719298245614,0.586811190973027,0.847245409015025,0.854377104377104,0.845959595959596
ensemble_model_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200,10, mscn, svd,302,100,100,0.601593625498008,0.199203187250996,0.199203187250996, [0.64516129 0.73333333 0.58333333 0.86666667 0.66666667],0.731707317073171,0.768292682926829,0.841201716738197,0.88,0.801324503311258,0.890728476821192,0.717948717948718,0.736842105263158,0.732057416267943,0.765432098765432,0.704545454545455,0.773325358851675,0.829493087557604,0.772532188841202,0.841201716738197
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.92657343 0.9020979  0.9471831  0.93309859 0.95774648],0.850210970464135,0.827004219409283,0.921163575042158,0.976680384087791,1,0.976123595505618,0.848614072494669,0.825726141078838,0.850631310882767,0.823275862068965,0.816239316239316,0.826869658119658,0.921790046005855,0.928390901432182,0.921157476032547
svm_model_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200,12, mscn, svd,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.72058824 0.73529412 0.75       0.72058824 0.78787879],0.640625,0.609375,0.740343347639485,0.740213523131673,0.615384615384615,0.784023668639053,0.530612244897959,0.40625,0.640625,0.545454545454545,0.46875,0.609375,0.685714285714286,0.566523605150215,0.740343347639485
svm_model_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26,10, low_bits_5, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.99655172 0.99305556 0.99652778 0.99305556 1.        ],0.576017130620985,0.533190578158458,0.824915824915825,1,1,1,0.46195652173913,0.389908256880734,0.564432040086953,0.488262910798122,0.417670682730924,0.541404148704911,0.813953488372093,0.765993265993266,0.824915824915825
ensemble_model_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200,8, mscn, svd,238,79,79,0.601010101010101,0.19949494949495,0.19949494949495, [0.83333333 0.72916667 0.72916667 0.8125     0.73913043],0.556962025316456,0.708860759493671,0.775252525252525,0.857142857142857,0.781512605042017,0.869747899159664,0.444444444444444,0.333333333333333,0.572072072072072,0.566037735849057,0.416666666666667,0.685077519379845,0.732732732732733,0.619289340101523,0.774468790653776
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26,10, low_bits_4, svdne,1500,500,500,0.6,0.2,0.2, [1.         1.         0.99333333 1.         0.99666667],0.737442922374429,0.735159817351598,0.902777777777778,1,1,1,0.718826405867971,0.633620689655172,0.743994810847004,0.696335078534032,0.645631067961165,0.730143120187479,0.899170667830642,0.867003367003367,0.902777777777778
ensemble_model_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4,12, lab, svdn,1722,574,574,0.6,0.2,0.2, [0.96242775 0.97093023 0.96511628 0.97965116 0.96802326],0.495412844036697,0.480122324159021,0.859006734006734,1,1,1,0.412811387900356,0.369426751592357,0.490595728737355,0.465408805031447,0.435294117647059,0.481978269014612,0.855665661352865,0.835858585858586,0.859006734006734
ensemble_model_v2_N32_B168_E200_nb_zones_10_mscn_svd,32,168,200, zones, mscn, svd,294,98,98,0.6,0.2,0.2, [0.68333333 0.76666667 0.62068966 0.68965517 0.72413793],0.779069767441861,0.813953488372093,0.896995708154507,0.955017301038062,0.938775510204082,0.95578231292517,0.786516853932584,0.7,0.794444444444444,0.741935483870968,0.638888888888889,0.789444444444444,0.890909090909091,0.841201716738197,0.896995708154507
ensemble_model_v2_N40_B160_E200_nb_zones_8_mscn_svd,40,160,200, zones, mscn, svd,220,73,73,0.601092896174863,0.199453551912568,0.199453551912568, [0.65909091 0.72727273 0.70454545 0.65909091 0.77272727],0.547945205479452,0.657534246575342,0.822404371584699,0.967441860465116,0.945454545454545,0.968181818181818,0.521739130434783,0.5625,0.549542682926829,0.691358024691358,0.736842105263158,0.654135338345865,0.821917808219178,0.833333333333333,0.82258064516129
ensemble_model_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200,12, mscn, svd,354,118,118,0.6,0.2,0.2, [0.79166667 0.80555556 0.77142857 0.68571429 0.74285714],0.660714285714286,0.625,0.90343347639485,0.98567335243553,0.971751412429379,0.985875706214689,0.677966101694915,0.625,0.666666666666667,0.461538461538462,0.375,0.59375,0.899328859060403,0.862660944206009,0.90343347639485
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4,12, low_bits_5, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.85028249 0.81920904 0.83050847 0.85028249 0.89204545],0.50328947368421,0.516447368421053,0.871632996632997,0.996033994334277,0.994343891402715,0.9960407239819,0.586301369863014,0.743055555555556,0.515277777777778,0.622107969151671,0.75625,0.503125,0.878920206431123,0.931818181818182,0.871632996632996
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32,10, low_bits_4, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [1.         0.99655172 1.         1.         0.99652778],0.655172413793103,0.693965517241379,0.872895622895623,1,1,1,0.699248120300752,0.841628959276018,0.663612833547474,0.745519713261649,0.8559670781893,0.685902091130849,0.881008668242711,0.941077441077441,0.872895622895623
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40,10, low_bits_6, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.97959184 0.96938776 0.99319728 0.96258503 0.96917808],0.524229074889868,0.513215859030837,0.814393939393939,0.997267759562842,0.994550408719346,0.997275204359673,0.538461538461538,0.550218340611354,0.523998059194566,0.524731182795699,0.542222222222222,0.513469189713731,0.816020025031289,0.823232323232323,0.814393939393939
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16,12, low_bits_5, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [1.         0.99725275 0.99723757 0.98895028 1.        ],0.498220640569395,0.501779359430605,0.881734006734007,1,1,1,0.665083135391924,1,0.5,0.66824644549763,1,0.5,0.894241625893865,1,0.881734006734007
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svdn,8,0,8, zones, low_bits_3, svdn,1770,590,590,0.6,0.2,0.2, [0.95480226 0.92090395 0.92937853 0.90112994 0.90112994],0.702970297029703,0.712871287128713,0.908670033670034,0.977753058954394,0.993220338983051,0.977401129943503,0.755434782608696,0.914473684210526,0.702269954688045,0.764227642276423,0.933774834437086,0.713597943534333,0.91439842209073,0.975589225589225,0.908670033670034
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdn,4,0,4,12, low_bits_4_shifted_2, svdn,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.91860465 0.89181287 0.8625731  0.90935673 0.89766082],0.460843373493976,0.493975903614458,0.851010101010101,0.9959040374488,0.994158878504673,0.995911214953271,0.574821852731591,0.711764705882353,0.454647785039942,0.611111111111111,0.814814814814815,0.501525054466231,0.861826697892272,0.929292929292929,0.851010101010101
ensemble_model_v2_N26_B174_E200_nb_zones_12_mscn_svd,26,174,200, zones, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.68055556 0.63888889 0.66666667 0.67142857 0.78571429],0.690909090909091,0.872727272727273,0.890557939914163,0.921282798833819,0.887640449438202,0.924157303370786,0.690909090909091,0.59375,0.709918478260869,0.829268292682927,0.739130434782609,0.853940217391304,0.883826879271071,0.832618025751073,0.890557939914163
svm_model_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4,12, low_bits_3, svdne,1866,622,622,0.6,0.2,0.2, [0.94117647 0.95187166 0.95187166 0.94354839 0.93548387],0.811764705882353,0.827450980392157,0.925925925925926,0.955366631243358,0.963558413719185,0.954983922829582,0.819548872180451,0.83206106870229,0.811191824673726,0.819672131147541,0.806451612903226,0.826889928589017,0.926421404682274,0.932659932659933,0.925925925925926
svm_model_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26,10, low_bits_6, svdne,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [1.         1.         0.99642857 0.99642857 0.99642857],0.656652360515021,0.688841201716738,0.869210977701544,1,1,1,0.715302491103203,0.848101265822785,0.65330827483279,0.73967684021544,0.895652173913044,0.691470154753132,0.878920206431123,0.948586118251928,0.869142844533689
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8,12, low_bits_5, svdn,1862,620,620,0.600257898130239,0.199871050934881,0.199871050934881, [0.82620321 0.8172043  0.77956989 0.85752688 0.80913978],0.474708171206226,0.45136186770428,0.765572390572391,0.844837106570955,0.821697099892589,0.849087003222342,0.444444444444444,0.402985074626866,0.477915301541075,0.384279475982533,0.357723577235772,0.447518505035797,0.756022777047744,0.726430976430976,0.765572390572391
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16,12, low_bits_6, svd,1770,590,590,0.6,0.2,0.2, [0.99435028 0.99435028 0.99435028 0.99435028 0.99717514],0.508250825082508,0.491749174917492,0.872474747474747,1,1,1,0.673960612691466,1,0.5,0.65929203539823,1,0.5,0.886898096304591,1,0.872474747474747
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svd,16,0,16,12, low_bits_4_shifted_2, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.99719101 0.99157303 0.99719101 0.99438202 0.99717514],0.51505016722408,0.48494983277592,0.874158249158249,1,1,1,0.679911699779249,1,0.5,0.653153153153153,1,0.5,0.888224299065421,1,0.874158249158249
svm_model_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200,10, mscn, svdne,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.68965517 0.72413793 0.75862069 0.79310345 0.75862069],0.579545454545455,0.715909090909091,0.716738197424893,0.713114754098361,0.6,0.758620689655172,0.47887323943662,0.377777777777778,0.584237726098191,0.615384615384615,0.465116279069767,0.710335917312661,0.652631578947368,0.532188841201717,0.716738197424893
svm_model_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4,12, low_bits_2, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.90055249 0.91436464 0.91111111 0.91666667 0.88888889],0.755244755244755,0.751748251748252,0.876683501683502,0.920915712799168,0.981152993348115,0.915742793791574,0.7953216374269,0.888888888888889,0.745196324143693,0.777429467084639,0.932330827067669,0.763551034448867,0.886566008517228,0.963804713804714,0.876683501683502
svm_model_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200,8, mscn, svdne,244,81,81,0.600985221674877,0.199507389162562,0.199507389162562, [0.78       0.72       0.625      0.72916667 0.75      ],0.666666666666667,0.592592592592593,0.706896551724138,0.753138075313808,0.737704918032787,0.758196721311475,0.727272727272727,0.818181818181818,0.652334152334152,0.652631578947368,0.72093023255814,0.584149326805386,0.725173210161663,0.751196172248804,0.705547324703082
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32,10, low_bits_3, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.99025974 0.9869281  1.         0.99673203 0.99346405],0.864928909952607,0.85781990521327,0.949915824915825,0.998694516971279,0.998694516971279,0.99869451697128,0.874172185430464,0.929577464788732,0.864310263494845,0.863636363636364,0.909090909090909,0.858301323090056,0.950927835051546,0.970538720538721,0.949915824915825
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [1.         0.99675325 1.         0.99675325 0.99346405],0.677804295942721,0.696897374701671,0.88973063973064,1,1,1,0.733727810650887,0.907317073170732,0.682630499202188,0.741344195519348,0.850467289719626,0.693526327786642,0.896687697160883,0.957070707070707,0.88973063973064
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16,12, low_bits_4, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.99162011 0.99162011 0.9972067  0.99719101 0.99438202],0.75593220338983,0.738983050847458,0.937289562289562,1,1,1,0.801104972375691,0.953947368421053,0.749700956937799,0.776811594202899,0.937062937062937,0.744847258005153,0.940232651423987,0.986531986531986,0.937289562289562
svm_model_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8,12, lab, svdn,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.63313609 0.70118343 0.63905325 0.64201183 0.67159763],0.521865889212828,0.518950437317784,0.663720538720539,0.718225419664269,0.70887573964497,0.72189349112426,0.438356164383562,0.380952380952381,0.519047619047619,0.476190476190476,0.428571428571429,0.520833333333333,0.648791208791209,0.621212121212121,0.663720538720539
ensemble_model_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200,8, mscn, svdne,224,74,74,0.602150537634409,0.198924731182796,0.198924731182796, [0.58695652 0.7173913  0.77272727 0.72727273 0.72727273],0.635135135135135,0.756756756756757,0.830645161290323,0.912621359223301,0.839285714285714,0.919642857142857,0.649350649350649,0.609756097560976,0.638211382113821,0.7,0.617647058823529,0.746323529411765,0.816326530612245,0.748663101604278,0.831088307558896
ensemble_model_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200,10, mscn, svdne,292,97,97,0.60082304526749,0.199588477366255,0.199588477366255, [0.73333333 0.5862069  0.72413793 0.62068966 0.67241379],0.620689655172414,0.563218390804598,0.815450643776824,0.945848375451264,0.897260273972603,0.948630136986301,0.645161290322581,0.652173913043478,0.618769883351007,0.512820512820513,0.487804878048781,0.559119830328738,0.808035714285714,0.776824034334764,0.815450643776824
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32,10, low_bits_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.92708333 0.93055556 0.91666667 0.95138889 0.94055944],0.842217484008529,0.848614072494669,0.912878787878788,0.958666666666667,1,0.956884561891516,0.862453531598513,0.920634920634921,0.83589349718382,0.851774530271399,0.940092165898617,0.854966717869944,0.917759237187128,0.972222222222222,0.912878787878788
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svdn,32,0,32, zones, lab, svdn,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.99642857 0.99642857 1.         1.         1.        ],0.520430107526882,0.572043010752688,0.818572656921754,1,1,1,0.614853195164076,0.798206278026906,0.531334543972131,0.666666666666667,0.818930041152263,0.560365921477033,0.835925349922239,0.923539518900344,0.818482323994062
svm_model_N16_B0_E16_nb_zones_12_lab_svd,16,0,16,12, lab, svd,1794,598,598,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.52233676975945,0.47766323024055,0.877525252525252,1,1,1,0.686230248306998,1,0.5,0.646511627906977,1,0.5,0.890888638920135,1,0.877525252525253
svm_model_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26,10, lab, svdne,1482,494,494,0.6,0.2,0.2, [0.99328859 0.98310811 1.         1.         0.99662162],0.532438478747204,0.534675615212528,0.823232323232323,0.997971602434077,0.995951417004048,0.997975708502024,0.576064908722109,0.648401826484018,0.534727229031483,0.595330739299611,0.671052631578947,0.531873347752944,0.831053901850362,0.869528619528619,0.823232323232323
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4,12, low_bits_6, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.88121547 0.91712707 0.88950276 0.90055249 0.92265193],0.424028268551237,0.381625441696113,0.856060606060606,0.997790055248619,0.997790055248619,0.997790055248619,0.565333333333333,0.72108843537415,0.412014805922369,0.525745257452575,0.713235294117647,0.394032613045218,0.866092404072044,0.930976430976431,0.856060606060606
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32,10, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.96527778 0.97916667 0.98263889 0.97552448 0.98251748],0.563829787234043,0.563829787234043,0.826178451178451,0.997915218902015,1,0.997910863509749,0.615384615384615,0.661290322580645,0.5581226387678,0.605009633911368,0.707207207207207,0.571345539087475,0.834203131272581,0.874579124579125,0.826178451178451
svm_model_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200,12, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.65277778 0.75       0.70833333 0.6        0.7       ],0.763636363636364,0.8,0.716738197424893,0.63758389261745,0.533707865168539,0.696629213483146,0.763636363636364,0.7,0.77,0.765957446808511,0.72,0.793333333333333,0.67,0.575107296137339,0.716738197424893
ensemble_model_v2_N40_B160_E200_nb_zones_8_mscn_svdne,40,160,200, zones, mscn, svdne,236,78,78,0.602040816326531,0.198979591836735,0.198979591836735, [0.64583333 0.77083333 0.66666667 0.82608696 0.84782609],0.641025641025641,0.730769230769231,0.857142857142857,0.969957081545064,0.957627118644068,0.970338983050847,0.6,0.552631578947368,0.638815789473684,0.740740740740741,0.75,0.730263157894737,0.854166666666667,0.836734693877551,0.857142857142857
ensemble_model_v2_N32_B168_E200_nb_zones_10_mscn_svdne,32,168,200, zones, mscn, svdne,272,90,90,0.601769911504425,0.199115044247788,0.199115044247788, [0.78571429 0.83333333 0.68518519 0.77777778 0.72222222],0.744444444444444,0.622222222222222,0.838495575221239,0.938931297709924,0.904411764705882,0.941176470588235,0.666666666666667,0.522727272727273,0.739624505928854,0.514285714285714,0.4,0.622222222222222,0.817955112219451,0.728888888888889,0.83801272638277
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svd,16,0,16, zones, low_bits_3, svd,1670,556,556,0.600287562904385,0.199856218547807,0.199856218547807, [0.98502994 0.99401198 0.98203593 0.99101796 0.99101796],0.824362606232295,0.86685552407932,0.954124579124579,1,1,1,0.837696335078534,0.879120879120879,0.822601375232954,0.865329512893983,0.883040935672515,0.867344643660433,0.95460224906289,0.964646464646465,0.954124579124579
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdn,40,0,40,10, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.97552448 0.98251748 0.96853147 0.97552448 0.98951049],0.507399577167019,0.496828752642706,0.800505050505051,0.997897687456202,0.995804195804196,0.997902097902098,0.551059730250482,0.58130081300813,0.504306794169263,0.538759689922481,0.612334801762114,0.501289352100569,0.807473598700244,0.836700336700337,0.80050505050505
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdn,8,0,8,12, low_bits_4_shifted_2, svdn,1788,596,596,0.6,0.2,0.2, [0.84078212 0.81005587 0.83798883 0.8603352  0.82022472],0.506802721088435,0.551020408163265,0.797558922558923,0.88716814159292,0.897091722595078,0.885906040268456,0.564564564564564,0.635135135135135,0.505923731951129,0.579617834394905,0.623287671232877,0.551508700481303,0.804073319755601,0.830808080808081,0.797558922558922
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svdn,8,0,8, zones, low_bits_2, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.8962766  0.8643617  0.88297872 0.89037433 0.88235294],0.828,0.864,0.920454545454545,0.942740286298568,0.982942430703625,0.940298507462687,0.838951310861423,0.925619834710744,0.831026971618938,0.875,0.922480620155039,0.862066756358511,0.924248496993988,0.970538720538721,0.920454545454545
ensemble_model_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200,12, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.73611111 0.75714286 0.84285714 0.7        0.65714286],0.701754385964912,0.491228070175439,0.866952789699571,0.952662721893491,0.914772727272727,0.954545454545454,0.690909090909091,0.655172413793103,0.702586206896552,0.452830188679245,0.428571428571429,0.490147783251232,0.860986547085202,0.824034334763948,0.866952789699571
svm_model_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200,10, mscn, svd,290,96,96,0.601659751037344,0.199170124481328,0.199170124481328, [0.68965517 0.74137931 0.74137931 0.79310345 0.70689655],0.75,0.613636363636364,0.778969957081545,0.812749003984064,0.703448275862069,0.837931034482759,0.666666666666667,0.523809523809524,0.740165631469979,0.484848484848485,0.347826086956522,0.626293995859213,0.731070496083551,0.600858369098712,0.778969957081545
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40,10, low_bits_4, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.99305556 0.97569444 0.99652778 0.98951049 0.98951049],0.636170212765957,0.651063829787234,0.859006734006734,1,1,1,0.692998204667863,0.873303167420814,0.649502989332897,0.72108843537415,0.85140562248996,0.638372494502899,0.87020534676482,0.945286195286195,0.859006734006734
svm_model_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200,12, mscn, svd,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.77941176 0.79411765 0.72058824 0.64705882 0.77272727],0.65625,0.71875,0.8068669527897,0.840764331210191,0.781065088757396,0.85207100591716,0.607142857142857,0.548387096774194,0.652981427174975,0.7,0.636363636363636,0.721407624633431,0.790697674418605,0.729613733905579,0.8068669527897
svm_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdne,26,0,26,10, low_bits_4_shifted_2, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.99668874 1.         0.99666667 0.99666667 1.        ],0.571100917431193,0.575688073394495,0.843013468013468,0.999335548172758,1,0.999335106382979,0.555819477434679,0.549295774647887,0.570612012884482,0.582392776523702,0.57847533632287,0.575622644687257,0.842549598986914,0.84006734006734,0.843013468013468
ensemble_model_v2_N26_B174_E200_nb_zones_12_mscn_svdne,26,174,200, zones, mscn, svdne,342,114,114,0.6,0.2,0.2, [0.65714286 0.63235294 0.72058824 0.60294118 0.66176471],0.693548387096774,0.774193548387097,0.894849785407725,0.951807228915663,0.923976608187134,0.953216374269006,0.732394366197183,0.764705882352941,0.685924369747899,0.75,0.75,0.772058823529412,0.893246187363834,0.879828326180257,0.894849785407725
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8,12, low_bits_4, svdn,1812,604,604,0.6,0.2,0.2, [0.8956044  0.90331492 0.8839779  0.90607735 0.90331492],0.595744680851064,0.567375886524823,0.87962962962963,0.972707423580786,0.983443708609271,0.972406181015452,0.636942675159236,0.675675675675676,0.59156918112142,0.593333333333333,0.664179104477612,0.571954417103671,0.883074407195421,0.909090909090909,0.87962962962963
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svd,16,0,16, zones, low_bits_2, svd,1806,602,602,0.6,0.2,0.2, [0.93922652 0.94475138 0.93093923 0.93888889 0.95      ],0.891228070175439,0.898245614035088,0.952441077441077,0.971490048413125,1,0.970653377630122,0.885608856088561,0.930232558139535,0.894603458556947,0.909657320872274,0.935897435897436,0.894305307096005,0.953896368829049,0.984006734006734,0.952441077441077
svm_model_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40,10, lab, svdn,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.97169811 0.94620253 0.94936709 0.95886076 0.93987342],0.498740554156171,0.518891687657431,0.815656565656566,0.969191270860077,0.95448798988622,0.969658659924147,0.474934036939314,0.445544554455446,0.4996953541508,0.493368700265252,0.476923076923077,0.518164508758568,0.810717372515125,0.78956228956229,0.815656565656566
ensemble_model_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200,10, mscn, svd,310,103,103,0.60077519379845,0.199612403100775,0.199612403100775, [0.77419355 0.80645161 0.66129032 0.72580645 0.83870968],0.717948717948718,0.692307692307692,0.828326180257511,0.877697841726619,0.787096774193548,0.890322580645161,0.666666666666667,0.578947368421053,0.714473684210526,0.6,0.45,0.698684210526316,0.801980198019802,0.695278969957082,0.828326180257511
ensemble_model_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200,12, mscn, svd,338,112,112,0.601423487544484,0.199288256227758,0.199288256227758, [0.70588235 0.70588235 0.64705882 0.76470588 0.65151515],0.65625,0.875,0.84549356223176,0.859060402684564,0.757396449704142,0.875739644970414,0.666666666666667,0.647058823529412,0.656862745098039,0.857142857142857,0.8,0.870588235294118,0.828571428571429,0.746781115879828,0.84549356223176
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.97202797 0.95804196 0.95104895 0.96830986 0.9084507 ],0.831578947368421,0.823157894736842,0.925084175084175,0.990277777777778,1,0.990182328190743,0.833333333333333,0.869565217391304,0.832741792369122,0.8359375,0.873469387755102,0.821517302573203,0.926809210526316,0.948653198653198,0.925084175084175
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8,12, low_bits_6, svdn,1764,588,588,0.6,0.2,0.2, [0.83050847 0.85310734 0.78125    0.8125     0.77840909],0.486928104575163,0.529411764705882,0.767676767676768,0.856980056980057,0.852607709750567,0.857709750566893,0.610421836228288,0.809210526315789,0.489020847573479,0.64,0.831168831168831,0.527426520847573,0.784206411258796,0.844276094276094,0.767676767676768
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdn,32,0,32, zones, low_bits_4_shifted_2, svdn,1476,492,492,0.6,0.2,0.2, [1.         1.         0.99324324 0.98979592 0.99319728],0.542222222222222,0.584444444444444,0.83459595959596,1,1,1,0.602316602316602,0.663829787234042,0.536566056407719,0.596112311015119,0.641860465116279,0.58688767936665,0.84004884004884,0.868686868686869,0.83459595959596
ensemble_model_v2_N40_B160_E200_nb_zones_10_mscn_svd,40,160,200, zones, mscn, svd,288,96,96,0.6,0.2,0.2, [0.68965517 0.74137931 0.79310345 0.74137931 0.73214286],0.696629213483146,0.707865168539326,0.869098712446352,0.971428571428571,0.944444444444444,0.972222222222222,0.63013698630137,0.575,0.685459183673469,0.711111111111111,0.653061224489796,0.714030612244898,0.862302483069977,0.819742489270386,0.869098712446352
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,1524,508,508,0.6,0.2,0.2, [0.93464052 0.92810458 0.91118421 0.93092105 0.91447368],0.84037558685446,0.786384976525822,0.909511784511784,0.964376590330789,0.994750656167979,0.963254593175853,0.852173913043478,0.942307692307692,0.842713479181369,0.814663951120163,0.91743119266055,0.783234827099506,0.914783987316686,0.971380471380471,0.909511784511785
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svdn,4,0,4, zones, low_bits_4, svdn,1782,594,594,0.6,0.2,0.2, [0.82122905 0.84831461 0.83146067 0.84550562 0.86516854],0.548821548821549,0.552188552188552,0.845117845117845,0.943857698721512,0.952861952861953,0.943322109988777,0.588957055214724,0.657534246575342,0.550621427923433,0.588235294117647,0.629139072847682,0.550870906286855,0.849673202614379,0.875420875420875,0.845117845117845
ensemble_model_v2_N32_B168_E200_nb_zones_12_mscn_svd,32,168,200, zones, mscn, svd,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.76388889 0.77777778 0.63888889 0.74285714 0.72857143],0.636363636363636,0.727272727272727,0.886266094420601,0.947368421052632,0.910112359550562,0.949438202247191,0.583333333333333,0.466666666666667,0.653333333333333,0.634146341463415,0.52,0.71,0.877030162412993,0.811158798283262,0.886266094420601
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,1548,516,516,0.6,0.2,0.2, [1.         0.99032258 1.         1.         0.99675325],0.741545893719807,0.722222222222222,0.906565656565657,1,1,1,0.730478589420655,0.714285714285714,0.741029113067028,0.714640198511166,0.682464454976303,0.72300562650293,0.905451448040886,0.894781144781145,0.906565656565657
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4,12, low_bits_3, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.96       0.97142857 0.95142857 0.95714286 0.93714286],0.769968051118211,0.763578274760383,0.917929292929293,0.972456436200112,0.988571428571428,0.972,0.751724137931034,0.736486486486487,0.768243243243243,0.762820512820513,0.721212121212121,0.766011466011466,0.918101637967241,0.92003367003367,0.917929292929293
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32,10, low_bits_4, svdne,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.9964539  1.         1.         0.99285714 0.99642857],0.705128205128205,0.692307692307692,0.879590093936806,1,1,1,0.73046875,0.785714285714286,0.703726708074534,0.713147410358566,0.774891774891775,0.693353060441668,0.883471074380165,0.912116040955631,0.879562293982089
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26,10, low_bits_5, svdne,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.98717949 0.99677419 1.         0.99354839 1.        ],0.662621359223301,0.674757281553398,0.88510101010101,1,1,1,0.644501278772379,0.639593908629442,0.661657419431,0.661616161616162,0.609302325581395,0.677747609491205,0.883283454467721,0.869528619528619,0.88510101010101
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4,12, low_bits_2, svdne,1758,586,586,0.6,0.2,0.2, [0.91193182 0.92329545 0.90909091 0.91477273 0.89428571],0.896440129449838,0.854368932038835,0.92550505050505,0.945828819068256,0.993174061433447,0.943117178612059,0.907514450867052,0.969135802469136,0.89273116654069,0.858044164037855,0.925170068027211,0.857646762408667,0.929453965723396,0.981481481481482,0.92550505050505
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svdn,4,0,4, zones, low_bits_5, svdn,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.89166667 0.88826816 0.87150838 0.84916201 0.88268156],0.482876712328767,0.506849315068493,0.867424242424242,0.988839285714286,0.988839285714286,0.988839285714286,0.592991913746631,0.769230769230769,0.488642230252969,0.625,0.805369127516778,0.500586661660487,0.876325088339223,0.939393939393939,0.867424242424242
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,1482,494,494,0.6,0.2,0.2, [0.99328859 0.99662162 0.98986486 0.99324324 0.99324324],0.628635346756152,0.619686800894855,0.858585858585859,1,1,1,0.693726937269373,0.839285714285714,0.628163036515054,0.67680608365019,0.798206278026906,0.620085281870596,0.868235294117647,0.931818181818182,0.858585858585859
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svdn,4,0,4, zones, lab, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.98087432 0.97540984 0.97814208 0.99453552 0.98351648],0.430656934306569,0.463503649635037,0.869949494949495,0.996706915477497,0.99343544857768,0.99671772428884,0.365853658536585,0.346153846153846,0.426549145299145,0.457564575645757,0.430555555555556,0.465277777777778,0.867892261650278,0.854377104377104,0.869949494949495
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26,12, low_bits_3, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.99431818 0.98863636 0.99715909 0.99431818 0.99431818],0.535714285714286,0.493506493506493,0.874158249158249,1,1,1,0.671264367816092,0.954248366013072,0.538414505587181,0.642201834862385,0.903225806451613,0.490828589500316,0.886354998099582,0.981481481481482,0.874158249158249
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,1380,460,460,0.6,0.2,0.2, [1.         0.98188406 0.99275362 0.99637681 0.98550725],0.843478260869565,0.871739130434782,0.940434782608696,0.995639534883721,0.992753623188406,0.995652173913043,0.853061224489796,0.920704845814978,0.844472594581309,0.876310272536688,0.920704845814978,0.872369590289463,0.941527955612463,0.964160839160839,0.940557928230938
svm_model_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8,12, low_bits_3, svdne,1886,628,628,0.600254614894971,0.199872692552514,0.199872692552514, [0.98148148 0.96825397 0.97089947 0.95744681 0.95744681],0.808163265306122,0.820408163265306,0.943181818181818,0.977059436913451,0.993637327677625,0.976670201484624,0.808163265306123,0.811475409836066,0.808176729308277,0.830769230769231,0.878048780487805,0.820171931227509,0.94428394552208,0.962962962962963,0.943181818181818
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26,10, low_bits_6, svdne,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [1. 1. 1. 1. 1.],0.616204690831556,0.579957356076759,0.839300937766411,1,1,1,0.589041095890411,0.539748953974895,0.617700563943969,0.52757793764988,0.474137931034483,0.578841117415975,0.833406981882457,0.802553191489362,0.839363700783109
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdn,4,0,4, zones, low_bits_4_shifted_2, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.90571429 0.93142857 0.89714286 0.93428571 0.90804598],0.512738853503185,0.464968152866242,0.853956228956229,0.985108820160366,0.983981693363844,0.98512585812357,0.559077809798271,0.659863945578231,0.521548739256181,0.543478260869565,0.598802395209581,0.455863782638804,0.859000406338887,0.88973063973064,0.853956228956229
svm_model_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200,10, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.65517241 0.77586207 0.82758621 0.73214286 0.76785714],0.677777777777778,0.755555555555556,0.804721030042919,0.856115107913669,0.832167832167832,0.86013986013986,0.632911392405063,0.555555555555556,0.677777777777778,0.731707317073171,0.666666666666667,0.755555555555555,0.792710706150342,0.746781115879828,0.804721030042918
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8,12, low_bits_5, svdn,1674,558,558,0.6,0.2,0.2, [0.93154762 0.94642857 0.87125749 0.9491018  0.92814371],0.547008547008547,0.592592592592593,0.861952861952862,0.98450536352801,0.986857825567503,0.984468339307049,0.61501210653753,0.701657458563536,0.542005199870003,0.637974683544304,0.741176470588235,0.597107572310692,0.868061142397426,0.908249158249158,0.861952861952862
svm_model_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.75714286 0.65714286 0.68571429 0.72857143 0.75714286],0.758620689655172,0.758620689655172,0.785407725321888,0.76,0.651428571428571,0.794285714285714,0.72,0.642857142857143,0.754761904761905,0.740740740740741,0.666666666666667,0.761904761904762,0.752475247524752,0.652360515021459,0.785407725321888
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40,10, low_bits_6, svdn,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.98201439 0.98188406 0.99275362 0.98188406 0.97826087],0.680434782608696,0.641304347826087,0.86359687228497,0.998552821997106,0.998552821997106,0.998552821997106,0.726256983240223,0.859030837004405,0.682734302622374,0.699453551912568,0.810126582278481,0.636004995175115,0.872771474878444,0.932467532467532,0.86335669561476
ensemble_model_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200,10, mscn, svdne,274,91,91,0.600877192982456,0.199561403508772,0.199561403508772, [0.75       0.71428571 0.81481481 0.7037037  0.83333333],0.714285714285714,0.692307692307692,0.861842105263158,0.966789667896679,0.956204379562044,0.967153284671533,0.717391304347826,0.673469387755102,0.717687074829932,0.621621621621622,0.534883720930232,0.684108527131783,0.8558352402746,0.816593886462882,0.862041436623512
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26,12, low_bits_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.97727273 0.97159091 0.96022727 0.94886364 0.95170455],0.824675324675325,0.785714285714286,0.931397306397306,0.976124375347029,0.998863636363636,0.975568181818182,0.825806451612903,0.870748299319728,0.826678497485951,0.789808917197452,0.770186335403727,0.78645371191955,0.932783505154639,0.952020202020202,0.931397306397306
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.92808219 0.93150685 0.94827586 0.95172414 0.96206897],0.865509761388286,0.86117136659436,0.937710437710438,0.98509485094851,1,0.984869325997249,0.873469387755102,0.951111111111111,0.867504708097929,0.872,0.923728813559322,0.859642184557439,0.939983779399838,0.975589225589225,0.937710437710438
ensemble_model_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200,12, mscn, svdne,344,114,114,0.601398601398601,0.199300699300699,0.199300699300699, [0.74285714 0.7        0.70588235 0.77941176 0.75      ],0.639344262295082,0.721311475409836,0.781115879828326,0.792079207920792,0.697674418604651,0.816860465116279,0.576923076923077,0.46875,0.648168103448276,0.653061224489796,0.551724137931034,0.713362068965517,0.747524752475248,0.648068669527897,0.781115879828326
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svd,16,0,16, zones, low_bits_4, svd,1646,548,548,0.600291757840992,0.199854121079504,0.199854121079504, [0.9969697  1.         0.99393939 0.99695122 1.        ],0.619178082191781,0.654794520547945,0.888468013468014,1,1,1,0.684807256235828,0.872832369942196,0.631728684971098,0.731914893617021,0.895833333333333,0.641558285163777,0.89636292530309,0.964646464646465,0.888468013468013
ensemble_model_v2_N40_B160_E200_nb_zones_10_mscn_svdne,40,160,200, zones, mscn, svdne,286,95,95,0.600840336134454,0.199579831932773,0.199579831932773, [0.70689655 0.72413793 0.72413793 0.76785714 0.76785714],0.7,0.655555555555556,0.836909871244635,0.934306569343066,0.895104895104895,0.937062937062937,0.674698795180723,0.571428571428571,0.712543554006969,0.550724637681159,0.463414634146341,0.639870582379293,0.821596244131455,0.751072961373391,0.836909871244635
svm_model_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8,12, low_bits_2, svdne,1782,594,594,0.6,0.2,0.2, [0.91340782 0.92696629 0.92977528 0.94101124 0.8988764 ],0.791245791245791,0.744107744107744,0.890993265993266,0.935740839086564,0.988776655443322,0.932098765432099,0.807453416149068,0.896551724137931,0.793670598911071,0.773809523809524,0.855263157894737,0.741424682395644,0.898071625344353,0.96043771043771,0.890993265993266
ensemble_model_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26,10, lab, svdne,1410,470,470,0.6,0.2,0.2, [1.        0.9893617 1.        0.9964539 1.       ],0.553191489361702,0.553191489361702,0.821276595744681,1,1,1,0.567901234567901,0.570247933884297,0.552667826591272,0.53125,0.528888888888889,0.552199546485261,0.820819112627986,0.820819112627986,0.821275430677321
ensemble_model_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8,12, lab, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.98587571 0.98011364 0.98579545 0.96875    0.98295455],0.47557003257329,0.456026058631922,0.861531986531987,0.999432140829074,0.998864926220204,0.999432463110102,0.519402985074627,0.561290322580645,0.474724108658744,0.495468277945619,0.539473684210526,0.456833616298811,0.864441697569015,0.882996632996633,0.861531986531987
ensemble_model_v2_N32_B168_E200_nb_zones_12_mscn_svdne,32,168,200, zones, mscn, svdne,356,118,118,0.601351351351351,0.199324324324324,0.199324324324324, [0.70833333 0.72222222 0.72222222 0.67142857 0.65714286],0.690909090909091,0.727272727272727,0.873390557939914,0.920821114369502,0.882022471910112,0.924157303370787,0.701754385964912,0.625,0.703804347826087,0.634146341463415,0.565217391304348,0.704483695652174,0.865603644646925,0.815450643776824,0.873390557939914
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16,12, low_bits_6, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.99435028 0.99717514 0.99717514 0.99717514 0.99147727],0.546052631578947,0.55921052631579,0.885521885521885,1,1,1,0.687782805429864,1,0.546052631578947,0.694063926940639,1,0.55921052631579,0.897280966767372,1,0.885521885521885
svm_model_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200,12, mscn, svd,340,113,113,0.600706713780919,0.199646643109541,0.199646643109541, [0.77941176 0.72058824 0.82352941 0.73529412 0.69117647],0.698412698412698,0.571428571428571,0.847639484978541,0.922600619195046,0.876470588235294,0.926470588235294,0.641509433962264,0.586206896551724,0.690162271805274,0.557377049180328,0.5,0.577586206896552,0.837528604118993,0.785407725321888,0.847639484978541
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16,12, low_bits_3, svdn,1800,600,600,0.6,0.2,0.2, [0.89444444 0.87777778 0.92222222 0.9        0.91111111],0.822916666666667,0.788194444444444,0.893518518518519,0.924152770306616,0.954444444444444,0.921666666666667,0.827118644067797,0.835616438356164,0.822737796642871,0.785964912280702,0.788732394366197,0.788201813621455,0.896268962689627,0.92003367003367,0.893518518518519
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16,12, low_bits_5, svd,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.99734043 0.99734043 0.99734043 1.         0.99465241],0.648,0.56,0.916666666666667,1,1,1,0.714285714285714,0.802919708029197,0.63154834958982,0.628378378378378,0.823008849557522,0.583037271494089,0.92016129032258,0.96043771043771,0.916666666666667
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svdn,4,0,4, zones, low_bits_6, svdn,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.9171123  0.92513369 0.90641711 0.9171123  0.90909091],0.422924901185771,0.407114624505929,0.86489898989899,0.98663816141101,0.98716577540107,0.986631016042781,0.446969696969697,0.472,0.4235,0.482758620689655,0.546875,0.4054375,0.867628865979381,0.885521885521885,0.86489898989899
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svd,16,0,16,12, low_bits_4_shifted_2, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.99453552 1.         0.99453552 0.99726776 0.99175824],0.558394160583942,0.583941605839416,0.901094276094276,1,1,1,0.664819944598338,0.882352941176471,0.56074168797954,0.693548387096774,0.934782608695652,0.58136189258312,0.908238969152675,0.978956228956229,0.901094276094276
svm_model_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32,10, lab, svdne,1512,504,504,0.6,0.2,0.2, [1.         0.99668874 1.         0.99006623 0.99668874],0.486111111111111,0.50462962962963,0.816077441077441,0.99933818663137,0.998677248677249,0.999338624338624,0.495454545454545,0.493212669683258,0.485942827732624,0.497652582159624,0.502369668246445,0.504578499281594,0.816154816996214,0.816498316498316,0.816077441077441
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.98666667 0.98322148 0.9966443  0.99328859 0.99328859],0.581447963800905,0.561085972850679,0.840488215488215,1,1,1,0.635108481262327,0.682203389830508,0.574111403653118,0.588983050847458,0.674757281553398,0.568310844166529,0.846620801295022,0.88047138047138,0.840488215488215
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40,10, low_bits_5, svdn,1524,508,508,0.6,0.2,0.2, [0.9869281  0.96732026 0.98684211 0.96710526 0.98355263],0.603286384976526,0.570422535211268,0.85016835016835,0.997371879106439,0.996062992125984,0.997375328083989,0.65439672801636,0.727272727272727,0.599073256840247,0.614736842105263,0.70873786407767,0.57482347749338,0.85679806918745,0.896464646464647,0.85016835016835
ensemble_model_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdne,26,0,26,10, low_bits_4_shifted_2, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.99310345 0.99655172 0.99652778 0.99652778 1.        ],0.686695278969957,0.660944206008584,0.872053872053872,1,1,1,0.713725490196078,0.761506276150628,0.684717895784565,0.648888888888889,0.643171806167401,0.660498036974914,0.873544093178037,0.883838383838384,0.872053872053872
ensemble_model_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200,12, mscn, svd,358,119,119,0.600671140939597,0.199664429530201,0.199664429530201, [0.72222222 0.68055556 0.70833333 0.69444444 0.74285714],0.685185185185185,0.611111111111111,0.849785407725322,0.903030303030303,0.832402234636871,0.910614525139665,0.585365853658537,0.5,0.666666666666667,0.571428571428571,0.466666666666667,0.629166666666667,0.833333333333333,0.751072961373391,0.849785407725322
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdn,8,0,8,12, low_bits_4_shifted_2, svdn,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.96348315 0.94101124 0.95505618 0.96629213 0.96327684],0.478260869565217,0.521739130434783,0.866161616161616,0.989295774647887,0.987626546681665,0.989313835770529,0.589473684210526,0.772413793103448,0.486856247201075,0.61455525606469,0.74025974025974,0.514957456336767,0.874109263657957,0.929292929292929,0.866161616161616
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdn,40,0,40,10, low_bits_4_shifted_2, svdn,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.98943662 0.98591549 0.9822695  0.9787234  0.9929078 ],0.56687898089172,0.641188959660297,0.841680814940577,1,1,1,0.617977528089888,0.665322580645161,0.561360841892087,0.671844660194175,0.772321428571429,0.647294317524581,0.848558668290702,0.886344359626802,0.841642868003716
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16,12, low_bits_2, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.89106145 0.90223464 0.90223464 0.91292135 0.90730337],0.722033898305085,0.745762711864407,0.869107744107744,0.916213275299238,0.942889137737962,0.913773796192609,0.745341614906832,0.794701986754967,0.72026766004415,0.752475247524752,0.791666666666667,0.746826710816777,0.873731222086886,0.905723905723906,0.869107744107744
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_3_svdne,4,0,4, zones, low_bits_3, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.99157303 0.98587571 0.97457627 0.98022599 0.97457627],0.682119205298013,0.748344370860927,0.923821548821549,0.994929577464789,0.996613995485327,0.994920993227991,0.724137931034483,0.792452830188679,0.675946694814619,0.756410256410256,0.825174825174825,0.752210054096847,0.925667351129363,0.948653198653198,0.923821548821549
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,1446,482,482,0.6,0.2,0.2, [0.99310345 0.99310345 0.97931034 0.98611111 0.97569444],0.664516129032258,0.638709677419355,0.863636363636364,1,1,1,0.696498054474708,0.792035398230088,0.667984226311697,0.683018867924528,0.757322175732218,0.635298256007702,0.869879518072289,0.911616161616161,0.863636363636364
svm_model_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40,10, low_bits_3, svdne,1470,490,490,0.6,0.2,0.2, [0.98639456 0.99319728 0.98979592 0.9829932  1.        ],0.845474613686534,0.865342163355408,0.940656565656566,0.993197278911565,0.993197278911565,0.993197278911565,0.85655737704918,0.958715596330275,0.849570564122584,0.881553398058252,0.965957446808511,0.861419090376732,0.94298422968055,0.981481481481482,0.940656565656566
ensemble_model_N16_B0_E16_nb_zones_12_lab_svd,16,0,16,12, lab, svd,1874,624,624,0.600256245996156,0.199871877001922,0.199871877001922, [0.99734043 1.         1.         1.         1.        ],0.553784860557769,0.49800796812749,0.89983164983165,1,1,1,0.702127659574468,1,0.529411764705882,0.653846153846154,1,0.522727272727273,0.908951798010711,1,0.89983164983165
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svdn,8,0,8, zones, low_bits_4, svdn,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.94293478 0.93206522 0.97282609 0.97826087 0.96467391],0.611940298507463,0.608208955223881,0.907407407407407,0.994024986420424,0.994565217391304,0.994021739130435,0.573770491803278,0.569105691056911,0.608690776562938,0.60377358490566,0.551724137931034,0.613260442949257,0.906382978723404,0.896464646464647,0.907407407407407
ensemble_model_v2_N40_B160_E200_nb_zones_12_mscn_svd,40,160,200, zones, mscn, svd,326,108,108,0.601476014760148,0.199261992619926,0.199261992619926, [0.72727273 0.65151515 0.72727273 0.65625    0.765625  ],0.628571428571429,0.657142857142857,0.84549356223176,0.929936305732484,0.895705521472393,0.932515337423313,0.580645161290323,0.545454545454545,0.624078624078624,0.625,0.540540540540541,0.664209664209664,0.836363636363636,0.789699570815451,0.84549356223176
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4,12, low_bits_4, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.92541436 0.92777778 0.96666667 0.92777778 0.93611111],0.620209059233449,0.609756097560976,0.876683501683502,0.959641255605381,0.950055493895671,0.960044395116537,0.668693009118541,0.774647887323944,0.621806702282661,0.670588235294118,0.786206896551724,0.607892180670228,0.88055442315532,0.909090909090909,0.876683501683502
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_2_svdne,4,0,4, zones, low_bits_2, svdne,1904,634,634,0.600252206809584,0.199873896595208,0.199873896595208, [0.93193717 0.93455497 0.93947368 0.94473684 0.9       ],0.720338983050847,0.716101694915254,0.913299663299663,0.962925342813611,0.995798319327731,0.961659663865546,0.685714285714286,0.620689655172414,0.71867816091954,0.704845814977973,0.666666666666667,0.716954022988506,0.914380714879468,0.925925925925926,0.913299663299663
svm_model_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40,10, low_bits_2, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.90909091 0.96753247 0.93506494 0.94805195 0.94155844],0.782296650717703,0.811004784688995,0.893518518518519,0.948733786287832,0.997402597402597,0.946103896103896,0.793650793650794,0.862068965517241,0.784522854851644,0.823266219239373,0.855813953488372,0.809680375758964,0.899082568807339,0.948653198653198,0.893518518518518
svm_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdne,32,0,32,10, low_bits_4_shifted_2, svdne,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.99662162 0.99662162 0.99324324 0.98986486 1.        ],0.683035714285714,0.662946428571429,0.876262626262626,0.999323867478025,0.998648648648649,0.999324324324324,0.697872340425532,0.742081447963801,0.683816054378376,0.703339882121808,0.788546255506608,0.661241453545159,0.880390561432059,0.910774410774411,0.876262626262626
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8,12, low_bits_6, svdn,1782,594,594,0.6,0.2,0.2, [0.94692737 0.91011236 0.9494382  0.97752809 0.95505618],0.478114478114478,0.491582491582492,0.861531986531987,0.987042253521127,0.983164983164983,0.98709315375982,0.575342465753425,0.704697986577181,0.477348993288591,0.590785907859079,0.736486486486487,0.492404317068747,0.868872060581905,0.917508417508418,0.861531986531987
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,1440,480,480,0.6,0.2,0.2, [0.99652778 1.         1.         0.99652778 0.98611111],0.677350427350427,0.658119658119658,0.869107744107744,1,1,1,0.725952813067151,0.865800865800866,0.679735875938408,0.710144927536232,0.827004219409283,0.655926352128884,0.877703499803382,0.939393939393939,0.869107744107744
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52,4, low_bits_3, svd,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.83076923 0.84615385 0.828125   0.8125     0.828125  ],0.817757009345794,0.808411214953271,0.82089552238806,0.842696629213483,0.93167701863354,0.826086956521739,0.835443037974684,0.876106194690265,0.814290721107509,0.828451882845188,0.846153846153846,0.804520222045995,0.838383838383838,0.902173913043478,0.818394648829431
ensemble_model_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40,10, lab, svdn,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.97163121 0.9893617  0.9822695  0.9858156  0.99642857],0.565031982942431,0.552238805970149,0.820971867007673,0.995744680851064,0.997159090909091,0.995738636363636,0.609195402298851,0.688311688311688,0.566844919786096,0.58498023715415,0.629787234042553,0.552073104200764,0.827727645611157,0.862393162393162,0.821077533577533
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8,12, low_bits_3, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.98087432 0.9726776  0.97814208 0.97802198 0.95604396],0.778181818181818,0.738181818181818,0.935606060606061,0.98914223669924,0.997809419496166,0.989047097480832,0.802588996763754,0.867132867132867,0.774475524475524,0.753424657534247,0.833333333333333,0.741841491841492,0.937372083503889,0.963804713804714,0.935606060606061
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,1530,510,510,0.6,0.2,0.2, [0.99673203 1.         1.         1.         1.        ],0.725768321513002,0.723404255319149,0.901936026936027,1,1,1,0.712871287128713,0.685714285714286,0.725486250838364,0.713936430317848,0.685446009389671,0.723675385647217,0.900554844216816,0.888047138047138,0.901936026936027
svm_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdne,4,0,4,12, low_bits_4_shifted_2, svdne,1680,560,560,0.6,0.2,0.2, [0.92559524 0.91071429 0.92559524 0.92261905 0.93452381],0.583333333333333,0.583333333333333,0.838383838383838,0.944444444444444,0.951190476190476,0.944047619047619,0.527687296416938,0.487951807228916,0.579140738779293,0.533762057877814,0.456043956043956,0.589467761154508,0.833766233766234,0.810606060606061,0.838383838383838
svm_model_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4,12, lab, svdne,1758,586,586,0.6,0.2,0.2, [0.84090909 0.83522727 0.875      0.86931818 0.80571429],0.508090614886731,0.572815533980582,0.793771043771044,0.881336405529954,0.870307167235495,0.882821387940842,0.550295857988166,0.540697674418605,0.503925479545069,0.557046979865772,0.605839416058394,0.576175521982685,0.793423271500843,0.792087542087542,0.793771043771044
svm_model_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4,12, low_bits_5, svdne,1806,602,602,0.6,0.2,0.2, [0.9558011  0.95303867 0.96132597 0.94722222 0.94722222],0.491228070175439,0.526315789473684,0.856481481481482,0.965556182947487,0.946843853820598,0.966223698781838,0.556574923547401,0.705426356589147,0.509764460345856,0.623955431754875,0.717948717948718,0.506261180679785,0.861212861212861,0.890572390572391,0.856481481481482
svm_model_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200,12, mscn, svdne,350,116,116,0.601374570446735,0.199312714776632,0.199312714776632, [0.64285714 0.74285714 0.77142857 0.77142857 0.78571429],0.724137931034483,0.551724137931034,0.738197424892704,0.716312056737589,0.577142857142857,0.771428571428571,0.6,0.5,0.691176470588235,0.458333333333333,0.323529411764706,0.599264705882353,0.67027027027027,0.532188841201717,0.738197424892704
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52,4, low_bits_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.75423729 0.77118644 0.81355932 0.75       0.78448276],0.82051282051282,0.825641025641026,0.79405737704918,0.784313725490196,0.819112627986348,0.774744027303754,0.834123222748815,0.888888888888889,0.819444444444444,0.838095238095238,0.907216494845361,0.826057227014517,0.8054211035818,0.850715746421268,0.793941035428293
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52,4, low_bits_3, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.78571429 0.80357143 0.66363636 0.74545455 0.70909091],0.739130434782609,0.804347826086956,0.81236442516269,0.845217391304348,0.877256317689531,0.839350180505415,0.764705882352941,0.8125,0.735795454545455,0.823529411764706,0.893617021276596,0.802364066193853,0.824008138351984,0.867237687366167,0.811640821705061
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [1.         1.         0.99659864 1.         1.        ],0.632743362831858,0.597345132743363,0.853535353535353,1,1,1,0.689138576779026,0.836363636363636,0.638009404388715,0.656603773584906,0.75,0.593181818181818,0.862776025236593,0.920875420875421,0.853535353535353
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8,12, low_bits_2, svdne,1710,570,570,0.6,0.2,0.2, [0.92982456 0.94152047 0.93274854 0.90935673 0.90643275],0.81981981981982,0.897897897897898,0.927609427609428,0.956228956228956,0.996491228070175,0.954385964912281,0.832402234636871,0.881656804733728,0.818877182854669,0.901734104046243,0.951219512195122,0.898686679174484,0.930812550281577,0.973905723905724,0.927609427609428
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svdn,8,0,8, zones, low_bits_5, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.96264368 0.9683908  0.95402299 0.95977011 0.95086705],0.567398119122257,0.523510971786834,0.876683501683502,0.998274870615296,0.998849252013809,0.998273878020713,0.625,0.676470588235294,0.559711804184761,0.565714285714286,0.664429530201342,0.532214765100671,0.880748880748881,0.910774410774411,0.876683501683502
svm_model_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32,10, low_bits_5, svdne,1572,524,524,0.6,0.2,0.2, [1.         0.99681529 0.99681529 0.99681529 0.99681529],0.587064676616915,0.624378109452736,0.866582491582492,1,1,1,0.591133004926108,0.631578947368421,0.589374379344588,0.639618138424821,0.632075471698113,0.623932472691162,0.867751355861493,0.875420875420875,0.866582491582492
ensemble_model_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200,12, mscn, svdne,346,115,115,0.600694444444444,0.199652777777778,0.199652777777778, [0.71428571 0.78571429 0.67142857 0.73529412 0.66176471],0.716666666666667,0.65,0.811158798283262,0.837662337662338,0.745664739884393,0.855491329479769,0.679245283018868,0.545454545454545,0.735690235690236,0.461538461538462,0.333333333333333,0.621212121212121,0.78,0.669527896995708,0.811158798283262
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.79166667 0.77966102 0.83050847 0.79661017 0.76271186],0.776649746192893,0.736040609137056,0.854969574036511,0.922056384742952,0.939189189189189,0.920608108108108,0.803571428571429,0.882352941176471,0.772755417956657,0.742574257425743,0.852272727272727,0.747237281067556,0.861030126336249,0.911522633744856,0.855761316872428
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52,4, low_bits_2, svd,708,236,236,0.6,0.2,0.2, [0.9084507  0.88028169 0.87323944 0.8943662  0.87857143],0.728813559322034,0.716101694915254,0.850847457627119,0.935251798561151,0.918079096045198,0.936440677966102,0.716814159292035,0.680672268907563,0.72922502334267,0.682464454976303,0.666666666666667,0.712239583333333,0.84452296819788,0.822719449225473,0.850424833126927
ensemble_model_v2_N40_B160_E200_nb_zones_12_mscn_svdne,40,160,200, zones, mscn, svdne,352,117,117,0.600682593856655,0.199658703071672,0.199658703071672, [0.76388889 0.64285714 0.72857143 0.65714286 0.82857143],0.596491228070175,0.666666666666667,0.886266094420601,0.967741935483871,0.9375,0.96875,0.596491228070175,0.586206896551724,0.596674876847291,0.707692307692308,0.821428571428571,0.669334975369458,0.885529157667387,0.879828326180257,0.886266094420601
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16,12, low_bits_3, svdn,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.88218391 0.8699422  0.9132948  0.91907514 0.91618497],0.791925465838509,0.816770186335404,0.910353535353535,0.952013237727523,0.996535796766744,0.949769053117783,0.809116809116809,0.855421686746988,0.789890330552981,0.82798833819242,0.91025641025641,0.819586036453506,0.915037893897088,0.965488215488216,0.910353535353535
ensemble_model_v2_N26_B0_E26_nb_zones_10_lab_svdne,26,0,26, zones, lab, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [1. 1. 1. 1. 1.],0.578021978021978,0.52967032967033,0.829124579124579,1,1,1,0.626459143968872,0.679324894514768,0.573607401385824,0.583657587548638,0.688073394495413,0.536019819610576,0.837209302325581,0.878787878787879,0.829124579124579
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16,12, low_bits_4, svdn,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.93930636 0.94219653 0.95348837 0.9505814  0.95348837],0.647239263803681,0.634969325153374,0.885942760942761,0.978375219170076,0.970997679814385,0.978538283062645,0.672364672364672,0.702380952380952,0.645494273658831,0.653061224489796,0.708860759493671,0.637168474984931,0.887318087318087,0.898148148148148,0.885942760942761
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26,12, low_bits_4, svd,1818,606,606,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.530465949820789,0.476702508960574,0.883417508417508,1,1,1,0.693208430913349,1,0.5,0.642156862745098,1,0.506756756756757,0.895589898228421,1,0.883417508417508
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.90909091 0.86363636 0.81818182 0.83636364 0.82407407],0.769230769230769,0.807692307692308,0.857456140350877,0.900188323917137,0.872262773722628,0.903284671532847,0.783505154639175,0.844444444444444,0.770048309178744,0.812834224598931,0.873563218390805,0.810465819721718,0.857456140350877,0.866962305986696,0.857559244099639
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52,4, low_bits_3, svdn,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.56862745 0.58       0.48       0.55       0.52      ],0.467065868263473,0.532934131736527,0.641148325358852,0.734530938123753,0.733067729083665,0.735059760956175,0.491428571428571,0.518072289156626,0.467369477911647,0.530120481927711,0.54320987654321,0.533232845248349,0.643705463182898,0.653012048192771,0.641232864951492
svm_model_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32,10, low_bits_6, svdne,1350,450,450,0.6,0.2,0.2, [1.         1.         1.         0.99259259 0.98888889],0.555555555555556,0.575555555555556,0.826222222222222,1,1,1,0.534883720930233,0.529953917050691,0.554676529340796,0.572706935123042,0.54468085106383,0.576991588322613,0.824427480916031,0.81455190771961,0.82624300639765
svm_model_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4,12, low_bits_6, svdne,1746,582,582,0.6,0.2,0.2, [0.91142857 0.93714286 0.91714286 0.90517241 0.91666667],0.495238095238095,0.520634920634921,0.821969696969697,0.93364650616559,0.910652920962199,0.935280641466208,0.528189910979228,0.549382716049383,0.493645606390704,0.549253731343284,0.601307189542484,0.522875816993464,0.821894736842105,0.821548821548821,0.821969696969697
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26,12, low_bits_3, svd,1788,596,596,0.6,0.2,0.2, [0.99162011 0.99162011 0.97765363 0.98324022 0.99438202],0.850340136054422,0.799319727891156,0.956649831649832,1,1,1,0.860759493670886,0.937931034482759,0.851515852811849,0.812698412698413,0.859060402684564,0.798495718583661,0.957420421661844,0.974747474747475,0.956649831649832
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svdn,8,0,8, zones, lab, svdn,1794,598,598,0.6,0.2,0.2, [0.99722222 0.99444444 1.         0.9972067  1.        ],0.457044673539519,0.494845360824742,0.871632996632997,1,1,1,0.512345679012346,0.605839416058394,0.465257370366859,0.576368876080692,0.649350649350649,0.485259266281164,0.876267748478702,0.909090909090909,0.871632996632997
ensemble_model_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32,10, lab, svdne,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [1.         1.         1.         0.99275362 1.        ],0.611713665943601,0.600867678958785,0.842584562012142,1,1,1,0.639839034205231,0.726027397260274,0.617145930035096,0.651515151515152,0.704918032786885,0.59439450026441,0.849315068493151,0.885714285714286,0.842509618964875
ensemble_model_v2_N26_B0_E26_nb_zones_10_low_bits_4_shifted_2_svdne,26,0,26, zones, low_bits_4_shifted_2, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [1.         1.         0.99319728 1.         1.        ],0.599557522123894,0.63716814159292,0.85479797979798,1,1,1,0.576112412177986,0.510373443983402,0.605897622465635,0.579487179487179,0.535545023696682,0.630843051267428,0.849279161205767,0.818181818181818,0.85479797979798
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26,12, low_bits_2, svd,1752,584,584,0.6,0.2,0.2, [0.94034091 0.96       0.92857143 0.94       0.92285714],0.875,0.887820512820513,0.950757575757576,0.976044568245125,1,0.975456621004566,0.886297376093294,0.91566265060241,0.87221488694504,0.879725085910653,0.876712328767123,0.887151345106453,0.951832029641828,0.973063973063973,0.950757575757576
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4,12, low_bits_4, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.95953757 0.96820809 0.97674419 0.97093023 0.97383721],0.668711656441718,0.696319018404908,0.905723905723906,0.990087463556851,0.98491879350348,0.990139211136891,0.715789473684211,0.894736842105263,0.683000604960678,0.75187969924812,0.862068965517241,0.684323956442831,0.91018444266239,0.955387205387205,0.905723905723906
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svd,16,0,16, zones, low_bits_6, svd,1746,582,582,0.6,0.2,0.2, [1.         0.99428571 0.99714286 1.         1.        ],0.580952380952381,0.552380952380952,0.88510101010101,1,1,1,0.666666666666667,0.804878048780488,0.571313196575674,0.617886178861789,0.754966887417219,0.560410272976902,0.891278375149343,0.941919191919192,0.88510101010101
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32,12, low_bits_3, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.99444444 0.99722222 1.         0.99441341 1.        ],0.513793103448276,0.475862068965517,0.876683501683502,1,1,1,0.669789227166276,0.910828025477707,0.477970403716297,0.629268292682927,0.969924812030075,0.513624826397203,0.888720091150778,0.984848484848485,0.876683501683502
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdn,8,0,8, zones, low_bits_4_shifted_2, svdn,1722,574,574,0.6,0.2,0.2, [0.97976879 0.97965116 0.98255814 0.97383721 0.98837209],0.602446483180428,0.602446483180428,0.888888888888889,0.997674418604651,0.996515679442509,0.997677119628339,0.682926829268293,0.853658536585366,0.601675894059554,0.682926829268293,0.858895705521472,0.603228340565614,0.896062992125984,0.957912457912458,0.888888888888889
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52,4, low_bits_2, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.48387097 0.44354839 0.5483871  0.47540984 0.45081967],0.551219512195122,0.55609756097561,0.563352826510721,0.466800804828974,0.376623376623377,0.569805194805195,0.458823529411765,0.371428571428571,0.555714285714286,0.441717791411043,0.375,0.545298165137615,0.460240963855422,0.37524557956778,0.561897451292594
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40,10, low_bits_3, svdne,1452,484,484,0.6,0.2,0.2, [0.96917808 0.96896552 0.9862069  0.97931034 0.98965517],0.796536796536796,0.794372294372294,0.916666666666667,0.993831391363948,0.99862258953168,0.993801652892562,0.809716599190283,0.847457627118644,0.795410229488526,0.798301486199575,0.831858407079646,0.795166491675416,0.918316831683168,0.936868686868687,0.916666666666667
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52,4, low_bits_3, svdn,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.53846154 0.5        0.5        0.5078125  0.5078125 ],0.514018691588785,0.467289719626168,0.796641791044776,1,1,1,0.531531531531532,0.508620689655172,0.514514426460239,0.472222222222222,0.504950495049505,0.469289406816788,0.798521256931608,0.801484230055659,0.796614535290493
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [1.       0.996875 0.99375  1.       0.996875],0.59020618556701,0.626288659793814,0.871632996632997,0.999375390381012,1,0.999375,0.593350383631713,0.610526315789474,0.590616693248272,0.631043256997456,0.626262626262626,0.626289207868155,0.872117400419287,0.875420875420875,0.871632996632997
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8,12, low_bits_4, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.98333333 0.99162011 0.98603352 0.98603352 0.97486034],0.715753424657534,0.660958904109589,0.920454545454545,0.996082820369334,0.993303571428571,0.99609375,0.731391585760518,0.768707482993197,0.715388224255219,0.664406779661017,0.675862068965517,0.661060286183439,0.920953575909661,0.926767676767677,0.920454545454546
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdn,40,0,40, zones, low_bits_4_shifted_2, svdn,1338,446,446,0.6,0.2,0.2, [0.99253731 0.99253731 1.         0.98880597 0.98496241],0.650224215246637,0.630044843049327,0.856053811659193,1,1,1,0.680327868852459,0.718614718614719,0.647679452330615,0.65979381443299,0.730593607305936,0.631816627441514,0.861099091302466,0.889186773905272,0.855934521066048
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32,12, low_bits_2, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.93390805 0.93965517 0.94252874 0.96264368 0.93930636],0.699059561128527,0.714733542319749,0.90530303030303,0.978579481397971,0.998849252013809,0.978135788262371,0.654676258992806,0.565217391304348,0.700330214639516,0.669090909090909,0.582278481012658,0.713499488953534,0.903308981521272,0.884680134680135,0.90530303030303
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16,12, low_bits_2, svdn,1914,638,638,0.6,0.2,0.2, [0.859375   0.85677083 0.89005236 0.90052356 0.89005236],0.826839826839827,0.822510822510822,0.896885521885522,0.919291338582677,0.975966562173459,0.914315569487983,0.834710743801653,0.834710743801653,0.826446280991735,0.827004219409283,0.890909090909091,0.825619834710744,0.902429311031462,0.953703703703704,0.896885521885522
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40,10, low_bits_2, svdne,1398,466,466,0.6,0.2,0.2, [0.93214286 0.95357143 0.91428571 0.93928571 0.92805755],0.800429184549356,0.796137339055794,0.900858369098712,0.970159611380985,1,0.969241773962804,0.80085653104925,0.846153846153846,0.802668759811617,0.807302231237322,0.815573770491803,0.795174272633289,0.903790087463557,0.93213058419244,0.900885189180268
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40,10, low_bits_4, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.99675325 0.99346405 1.         1.         1.        ],0.748815165876777,0.734597156398104,0.908249158249158,1,1,1,0.765486725663717,0.775784753363229,0.747188859093675,0.746606334841629,0.829145728643216,0.739684971944926,0.910140148392416,0.929292929292929,0.908249158249158
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40,10, low_bits_5, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.97959184 0.98639456 0.98639456 0.97945205 0.9760274 ],0.562637362637363,0.58021978021978,0.835858585858586,1,1,1,0.642728904847397,0.761702127659574,0.555851063829787,0.658318425760286,0.836363636363636,0.588394584139265,0.848954298993029,0.922558922558923,0.835858585858586
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svd,16,0,16, zones, low_bits_5, svd,1824,608,608,0.6,0.2,0.2, [1.         0.99453552 1.         1.         1.        ],0.568840579710145,0.510869565217391,0.893097643097643,1,1,1,0.668523676880223,0.851063829787234,0.562568951930654,0.623955431754875,0.82962962962963,0.517651694247439,0.900078678206137,0.962962962962963,0.893097643097643
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_3_svdne,8,0,8, zones, low_bits_3, svdne,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.98913043 0.98369565 0.98641304 0.97554348 0.99184783],0.828358208955224,0.805970149253731,0.955808080808081,0.996197718631179,0.996739130434782,0.996195652173913,0.840277777777778,0.82312925170068,0.828919997751166,0.788617886178862,0.801652892561983,0.805588351042896,0.95578947368421,0.955387205387205,0.955808080808081
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svd,16,0,16, zones, low_bits_4_shifted_2, svd,1824,608,608,0.6,0.2,0.2, [1.         0.99453552 0.99450549 1.         1.        ],0.510869565217391,0.579710144927536,0.894360269360269,1,1,1,0.652956298200514,0.954887218045113,0.526394657973605,0.705583756345178,0.972027972027972,0.564961354435039,0.903720751822018,0.991582491582492,0.894360269360269
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52,4, low_bits_2, svdn,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.60344828 0.51724138 0.50862069 0.56034483 0.49137931],0.518134715025907,0.538860103626943,0.811594202898551,1,1,1,0.559241706161137,0.584158415841584,0.514905294877314,0.552763819095477,0.561224489795918,0.538506981740064,0.816161616161616,0.826175869120654,0.811410785713367
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdne,32,0,32,10, low_bits_4_shifted_2, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [1.         1.         1.         1.         0.99310345],0.681127982646421,0.672451193058568,0.874579124579125,1,1,1,0.635235732009926,0.554112554112554,0.681404103143234,0.636144578313253,0.573913043478261,0.672237907020516,0.868838028169014,0.830808080808081,0.874579124579125
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,612,204,204,0.6,0.2,0.2, [0.52419355 0.49180328 0.50819672 0.48360656 0.51639344],0.553921568627451,0.475490196078431,0.798039215686275,0.986970684039088,0.990196078431373,0.986928104575163,0.538071065989848,0.552083333333333,0.553819444444444,0.492890995260663,0.485981308411215,0.474949417092206,0.798434442270059,0.801571709233792,0.798046128589499
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svdn,8,0,8, zones, low_bits_6, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.95689655 0.98275862 0.98275862 0.98265896 0.97398844],0.478125,0.5625,0.869107744107744,0.997698504027618,0.998847926267281,0.997695852534562,0.566233766233766,0.721854304635762,0.49110466711078,0.655172413793103,0.78698224852071,0.549120263333203,0.877026492684856,0.933501683501684,0.869107744107744
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_2_svdne,8,0,8, zones, low_bits_2, svdne,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.91436464 0.9281768  0.95027624 0.93646409 0.94444444],0.838028169014084,0.827464788732394,0.941077441077441,0.975662520281233,0.997787610619469,0.975110619469026,0.857142857142857,0.878980891719745,0.833191233261447,0.812260536398467,0.834645669291338,0.828150860123376,0.942434210526316,0.964646464646465,0.941077441077441
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54,4, low_bits_3, svd,582,194,194,0.6,0.2,0.2, [0.83898305 0.85344828 0.8362069  0.86206897 0.85344828],0.783505154639175,0.762886597938144,0.818556701030928,0.861635220125786,0.941580756013746,0.848797250859107,0.796116504854369,0.854166666666667,0.78422619047619,0.794642857142857,0.881188118811881,0.757798360481209,0.834896810506567,0.911885245901639,0.817975817971567
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svd,16,0,16, zones, lab, svd,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [1. 1. 1. 1. 1.],0.548872180451128,0.56015037593985,0.900252525252525,1,1,1,0.651162790697674,0.835820895522388,0.546698326549073,0.652818991097923,0.833333333333333,0.562189054726368,0.906138613861386,0.962962962962963,0.900252525252525
ensemble_model_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4,12, lab, svdne,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.99137931 0.99712644 0.98850575 0.98563218 0.99132948],0.482758620689655,0.401253918495298,0.847222222222222,0.995956094742923,0.991944764096663,0.995972382048332,0.555256064690027,0.635802469135802,0.480321616733506,0.464985994397759,0.528662420382166,0.403220099079972,0.852379015860106,0.882154882154882,0.847222222222222
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdne,4,0,4,12, low_bits_4_shifted_2, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.98611111 0.97222222 0.98888889 0.98882682 0.96927374],0.562068965517241,0.53448275862069,0.886363636363636,0.995525727069351,0.99109131403118,0.99554565701559,0.575250836120401,0.581081081081081,0.561667301103921,0.526315789473684,0.528169014084507,0.534354777312524,0.886172006745363,0.884680134680135,0.886363636363636
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.48076923 0.48076923 0.44230769 0.5        0.41176471],0.494186046511628,0.494186046511628,0.78538283062645,0.978805394990366,0.980694980694981,0.978764478764479,0.472727272727273,0.527027027027027,0.498207391064534,0.502857142857143,0.478260869565217,0.495380434782609,0.784633294528522,0.792941176470588,0.78548660654193
svm_model_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52,4, low_bits_3, svdne,594,198,198,0.6,0.2,0.2, [0.79166667 0.68333333 0.80508475 0.74576271 0.80508475],0.813131313131313,0.782828282828283,0.780808080808081,0.793984962406015,0.888888888888889,0.769360269360269,0.81025641025641,0.897727272727273,0.821590909090909,0.796208530805687,0.857142857142857,0.783571428571429,0.797385620915033,0.884057971014493,0.783251865191664
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4,12, low_bits_5, svdne,1848,616,616,0.6,0.2,0.2, [0.98648649 0.96216216 0.94054054 0.99189189 0.99184783],0.446969696969697,0.46969696969697,0.872895622895623,0.991304347826087,0.987012987012987,0.991341991341991,0.513333333333333,0.626016260162602,0.458398201003287,0.5625,0.638297872340426,0.457360318284034,0.877235772357723,0.908249158249158,0.872895622895623
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54,4, low_bits_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.75423729 0.73728814 0.8559322  0.8220339  0.88135593],0.775510204081633,0.785714285714286,0.80040733197556,0.812286689419795,0.806779661016949,0.813559322033898,0.770833333333334,0.718446601941748,0.778578139680551,0.785714285714286,0.733333333333333,0.78974358974359,0.798767967145791,0.773359840954274,0.801084930915551
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54,4, low_bits_3, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.76851852 0.7962963  0.82407407 0.81481481 0.87735849],0.770949720670391,0.754189944134078,0.829241071428571,0.881118881118881,0.936802973977695,0.87360594795539,0.785340314136126,0.852272727272727,0.77229020979021,0.786407766990291,0.920454545454545,0.756930569430569,0.842105263157895,0.91685393258427,0.829823862079275
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32,10, low_bits_5, svdne,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [1.         0.99300699 0.99647887 0.99647887 1.        ],0.643459915611814,0.683544303797468,0.865514333895447,1,1,1,0.666666666666667,0.68421052631579,0.641664734523533,0.691358024691358,0.740088105726872,0.685833526547647,0.868018204385602,0.884485666104553,0.865514333895447
svm_model_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52,4, low_bits_2, svdne,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.79245283 0.76415094 0.82075472 0.79807692 0.76923077],0.794285714285714,0.794285714285714,0.789954337899543,0.810810810810811,0.91254752851711,0.787072243346008,0.804347826086956,0.891566265060241,0.799044002095338,0.833333333333333,0.909090909090909,0.776913875598086,0.814516129032258,0.907865168539326,0.788039312807946
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26,12, low_bits_5, svd,1706,568,568,0.600281491907108,0.199859254046446,0.199859254046446, [1.         1.         0.99415205 1.         0.99705882],0.537313432835821,0.462686567164179,0.859006734006734,1,1,1,0.699029126213592,1,0.5,0.63265306122449,1,0.5,0.876429361859092,1,0.859006734006734
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svdn,40,0,40, zones, lab, svdn,1518,506,506,0.6,0.2,0.2, [1.         1.         0.99671053 0.99342105 0.99668874],0.543123543123543,0.540792540792541,0.83459595959596,1,1,1,0.579399141630901,0.642857142857143,0.545172863666014,0.597137014314929,0.666666666666667,0.538095238095238,0.841083704003235,0.875420875420875,0.83459595959596
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52,4, low_bits_3, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.79545455 0.77692308 0.74615385 0.78461538 0.78461538],0.824884792626728,0.80184331797235,0.848066298342541,0.873493975903615,0.889570552147239,0.871165644171779,0.825688073394495,0.841121495327103,0.825106202209006,0.815450643776824,0.778688524590164,0.805133735979292,0.852017937219731,0.855855855855856,0.8478902631445
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54,4, low_bits_2, svd,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.86 0.89 0.91 0.88 0.83],0.813253012048193,0.831325301204819,0.876201923076923,0.911290322580645,0.904,0.912,0.824858757062147,0.9125,0.81671511627907,0.842696629213483,0.903614457831325,0.831325301204819,0.878965922444183,0.905569007263922,0.876412188596162
svm_model_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8,12, low_bits_5, svdne,1892,630,630,0.600253807106599,0.1998730964467,0.1998730964467, [0.99736842 0.98148148 0.98941799 0.98941799 0.99206349],0.5,0.454545454545455,0.892676767676768,0.998941798941799,0.997885835095137,0.998942917547569,0.489451476793249,0.495726495726496,0.499863247863248,0.445378151260504,0.424,0.455589743589744,0.892177589852008,0.888047138047138,0.892676767676768
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,594,198,198,0.6,0.2,0.2, [0.80833333 0.85       0.75423729 0.79661017 0.77966102],0.767676767676768,0.777777777777778,0.842424242424242,0.887372013651877,0.875420875420875,0.888888888888889,0.747252747252747,0.790697674418605,0.770348837209302,0.792452830188679,0.785046728971963,0.777138749101366,0.840816326530612,0.840816326530612,0.842408163265306
ensemble_model_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4,12, low_bits_6, svdne,1676,558,558,0.600286532951289,0.199856733524355,0.199856733524355, [0.9702381  0.98214286 0.95238095 0.98802395 0.98502994],0.6,0.611428571428571,0.88047138047138,0.995203836930456,0.990453460620525,0.995226730310262,0.604519774011299,0.629411764705882,0.600816993464052,0.638297872340425,0.666666666666667,0.609803921568627,0.881567973311093,0.88973063973064,0.88047138047138
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svdn,16,0,16, zones, low_bits_3, svdn,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.94414894 0.94946809 0.94414894 0.93085106 0.93085106],0.770161290322581,0.754032258064516,0.93476430976431,0.980638409209838,0.996808510638298,0.98031914893617,0.771084337349398,0.82051282051282,0.772851830103739,0.771535580524344,0.786259541984733,0.752104129966726,0.936135146271117,0.956228956228956,0.93476430976431
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52,4, low_bits_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.8220339  0.8559322  0.81355932 0.84482759 0.86206897],0.805128205128205,0.794871794871795,0.858606557377049,0.905956112852664,0.986348122866894,0.897610921501707,0.836206896551724,0.898148148148148,0.793901660280971,0.809523809523809,0.858585858585859,0.793876262626263,0.872222222222222,0.942,0.856504201680672
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,528,176,176,0.6,0.2,0.2, [0.76415094 0.78301887 0.76415094 0.83018868 0.80769231],0.789772727272727,0.778409090909091,0.871590909090909,0.934280639431616,0.996212121212121,0.929924242424242,0.812182741116751,0.8,0.788157894736842,0.779661016949153,0.811764705882353,0.77950872656755,0.87940234791889,0.917594654788419,0.87063027402994
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.78787879 0.86153846 0.83846154 0.85384615 0.85384615],0.751152073732719,0.764976958525345,0.878453038674033,0.959398496240602,0.978527607361963,0.958588957055215,0.775,0.775,0.748324742268041,0.791836734693877,0.858407079646018,0.760934309053778,0.885217391304348,0.910554561717352,0.8774784193786
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26,12, low_bits_6, svd,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.99127907 0.98837209 0.98546512 0.99127907 0.98538012],0.48936170212766,0.51063829787234,0.861531986531987,1,1,1,0.657142857142857,1,0.5,0.676056338028169,1,0.5,0.878373382624769,1,0.861531986531987
ensemble_model_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32,10, low_bits_6, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [1.         0.99652778 0.99305556 0.99652778 1.        ],0.668094218415418,0.668094218415418,0.869528619528619,1,1,1,0.64367816091954,0.598290598290598,0.668244011591651,0.666666666666667,0.665236051502146,0.668088111221159,0.867634500426986,0.855218855218855,0.869528619528619
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_svdne,4,0,4, zones, low_bits_4, svdne,1710,570,570,0.6,0.2,0.2, [0.98245614 0.99415205 0.99415205 0.98538012 0.97368421],0.744744744744745,0.702702702702703,0.920454545454545,0.997070884592853,0.995321637426901,0.997076023391813,0.772117962466488,0.832369942196532,0.741184971098266,0.738786279683377,0.875,0.709176300578035,0.923139487596584,0.955387205387205,0.920454545454545
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16,12, low_bits_4, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.97740113 0.95170455 0.95738636 0.95170455 0.96590909],0.583061889250814,0.586319218241042,0.888468013468014,0.994318181818182,0.993189557321226,0.994324631101021,0.614457831325301,0.698630136986301,0.588445503275759,0.631884057971014,0.677018633540373,0.581660001701693,0.891259745588839,0.914141414141414,0.888468013468013
svm_model_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8,12, lab, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.9454023  0.95086705 0.94508671 0.95375723 0.93352601],0.543478260869565,0.543478260869565,0.863215488215488,0.981775426219871,0.964203233256351,0.982101616628176,0.476868327402135,0.398809523809524,0.550054112554113,0.44106463878327,0.376623376623377,0.536525974025974,0.855233853006681,0.808080808080808,0.863215488215488
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32,12, low_bits_4, svd,1800,600,600,0.6,0.2,0.2, [0.99444444 0.99722222 1.         1.         1.        ],0.548611111111111,0.493055555555556,0.883838383838384,1,1,1,0.697674418604651,1,0.528985507246377,0.652380952380952,0.992753623188406,0.51304347826087,0.895849056603774,0.999158249158249,0.883838383838384
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8,12, low_bits_4, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.99421965 0.98554913 0.97383721 0.98546512 0.98546512],0.585889570552147,0.52760736196319,0.877525252525252,0.998839907192575,0.998839907192575,0.998839907192576,0.69248291571754,0.878612716763006,0.56675733877366,0.629807692307692,0.856209150326797,0.546601684989988,0.887165568049631,0.962962962962963,0.877525252525252
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.86567164 0.78358209 0.79545455 0.81060606 0.84090909],0.760180995475113,0.746606334841629,0.847197106690778,0.912536443148688,0.942771084337349,0.909638554216868,0.760180995475113,0.865979381443299,0.771699368141004,0.768595041322314,0.902912621359223,0.756541056442323,0.852915578764143,0.921052631578947,0.849899138089125
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54,4, low_bits_3, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.53968254 0.45238095 0.57936508 0.47619048 0.56451613],0.497607655502392,0.54066985645933,0.709369024856597,0.831423895253683,0.808917197452229,0.835987261146497,0.461538461538462,0.445544554455446,0.495920425375871,0.48936170212766,0.438095238095238,0.541163003663004,0.694164989939638,0.663461538461538,0.709107195086282
svm_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdne,8,0,8,12, low_bits_4_shifted_2, svdne,1758,586,586,0.6,0.2,0.2, [0.99431818 0.99147727 1.         0.98863636 0.99428571],0.498381877022654,0.540453074433657,0.873737373737374,0.998290598290598,0.996587030716724,0.998293515358361,0.542772861356932,0.585987261146497,0.496940998994301,0.559006211180124,0.592105263157895,0.541275561515253,0.875827814569536,0.890572390572391,0.873737373737374
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54,4, low_bits_2, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.55737705 0.48360656 0.55833333 0.48333333 0.45      ],0.477611940298507,0.502487562189055,0.506958250497018,0.522167487684729,0.526490066225166,0.518211920529801,0.455958549222798,0.5,0.480088495575221,0.509803921568628,0.472727272727273,0.505594405594406,0.506958250497018,0.51,0.50697628458498
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52,4, low_bits_4, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.79365079 0.77777778 0.77777778 0.78571429 0.83064516],0.54066985645933,0.607655502392344,0.72848948374761,0.819727891156463,0.767515923566879,0.831210191082803,0.58974358974359,0.638888888888889,0.537266226622662,0.598039215686274,0.598039215686274,0.607430822796408,0.723196881091618,0.708015267175573,0.728528706384721
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,1518,506,506,0.6,0.2,0.2, [1.         0.99013158 0.99671053 0.99342105 0.99668874],0.822843822843823,0.836829836829837,0.938552188552189,1,1,1,0.834061135371179,0.927184466019418,0.826820932561278,0.855371900826446,0.928251121076233,0.833057599373068,0.940650406504065,0.973905723905724,0.938552188552189
ensemble_model_v2_N32_B0_E32_nb_zones_10_lab_svdne,32,0,32, zones, lab, svdne,1548,516,516,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.661835748792271,0.654589371980676,0.880892255892256,1,1,1,0.633507853403141,0.552511415525114,0.668563400070249,0.61455525606469,0.584615384615385,0.650755180892167,0.877009995654064,0.849326599326599,0.880892255892256
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52,6, low_bits_3, svd,882,294,294,0.6,0.2,0.2, [0.84831461 0.82386364 0.85227273 0.83522727 0.78409091],0.789115646258503,0.806122448979592,0.815646258503401,0.832967032967033,0.859410430839002,0.82766439909297,0.80625,0.877551020408163,0.789115646258503,0.821316614420063,0.861842105263158,0.804160489251297,0.825048418334409,0.863513513513513,0.815318400592373
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40,10, low_bits_4, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [1.        1.        1.        0.9862069 1.       ],0.724137931034483,0.717672413793103,0.890993265993266,1,1,1,0.753846153846154,0.827004219409283,0.721872153757505,0.748560460652591,0.859030837004405,0.720654659008532,0.895942145439936,0.938552188552189,0.890993265993266
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.93046358 0.93046358 0.95364238 0.94701987 0.96      ],0.847926267281106,0.841013824884793,0.936447811447811,0.989501312335958,1,0.989389920424403,0.851351351351351,0.887323943661972,0.848639347396597,0.855345911949686,0.923076923076923,0.839472733838931,0.938241308793456,0.965488215488216,0.936447811447811
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svdn,16,0,16, zones, low_bits_2, svdn,1866,622,622,0.6,0.2,0.2, [0.90641711 0.92780749 0.90106952 0.91666667 0.89247312],0.807843137254902,0.8,0.917087542087542,0.94997421351212,0.987138263665595,0.948017148981779,0.831615120274914,0.916666666666667,0.803861788617886,0.818505338078292,0.934959349593496,0.80460088691796,0.921545201115094,0.973905723905724,0.917087542087542
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16,12, low_bits_6, svdn,1764,588,588,0.6,0.2,0.2, [0.88700565 0.88983051 0.92613636 0.89204545 0.94602273],0.509803921568627,0.503267973856209,0.827861952861953,0.93930799773114,0.938775510204082,0.939342403628118,0.563953488372093,0.655405405405405,0.514411563462196,0.606217616580311,0.740506329113924,0.495253164556962,0.835940633774569,0.877104377104377,0.827861952861953
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54,4, low_bits_3, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.45081967 0.59016393 0.59016393 0.5        0.49180328],0.507389162561576,0.507389162561576,0.803149606299213,1,1,1,0.504950495049505,0.490384615384615,0.50781857031857,0.523809523809524,0.53921568627451,0.507231605513492,0.804305283757338,0.804305283757338,0.80314274088857
svm_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdne,40,0,40,10, low_bits_4_shifted_2, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [1. 1. 1. 1. 1.],0.672451193058568,0.681127982646421,0.874579124579125,1,1,1,0.679405520169851,0.672268907563025,0.67245732373667,0.683870967741935,0.713004484304933,0.682132494253307,0.875313807531381,0.88047138047138,0.874579124579125
svm_model_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40,10, low_bits_6, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.99333333 1.         0.99       0.99666667 0.9966443 ],0.585421412300683,0.610478359908884,0.851430976430976,1,1,1,0.609442060085837,0.692682926829268,0.59206795914113,0.644490644490644,0.662393162393162,0.606806337294142,0.855623721881391,0.88047138047138,0.851430976430976
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52,4, low_bits_4, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.76811594 0.69117647 0.78676471 0.75735294 0.76470588],0.651982378854625,0.665198237885462,0.794014084507042,0.882265275707899,0.868035190615836,0.8841642228739,0.690196078431373,0.778761061946903,0.652538425710294,0.714285714285714,0.848214285714286,0.667585403726708,0.803691275167785,0.846289752650177,0.794197507904036
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54,4, low_bits_2, svdn,600,200,200,0.6,0.2,0.2, [0.59166667 0.58333333 0.575      0.51666667 0.525     ],0.495,0.445,0.788,1,1,1,0.482051282051282,0.47,0.495,0.39344262295082,0.4,0.440909090909091,0.783231083844581,0.781632653061225,0.787875150060024
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26,12, low_bits_4, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [1.         1.         0.99722222 0.99444444 0.98611111],0.668989547038328,0.689895470383275,0.922558922558923,1,1,1,0.682274247491639,0.836065573770492,0.690760059612519,0.753462603878116,0.824242424242424,0.66621957277695,0.925264012997563,0.958754208754209,0.922558922558923
svm_model_N26_B0_E26_nb_zones_12_lab_svd,26,0,26,12, lab, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [1. 1. 1. 1. 1.],0.507692307692308,0.492307692307692,0.890572390572391,1,1,1,0.673469387755102,1,0.5,0.65979381443299,1,0.5,0.901365705614568,1,0.890572390572391
ensemble_model_v2_N4_B0_E4_nb_zones_12_lab_svdne,4,0,4, zones, lab, svdne,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.99411765 1.         1.         0.99705882 1.        ],0.452662721893491,0.473372781065089,0.847222222222222,1,1,1,0.346289752650177,0.291666666666667,0.45171568627451,0.377622377622378,0.317647058823529,0.474299719887955,0.840017628911415,0.802188552188552,0.847222222222222
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52,6, low_bits_2, svd,984,328,328,0.6,0.2,0.2, [0.83838384 0.85858586 0.85714286 0.82142857 0.8622449 ],0.737804878048781,0.783536585365854,0.813414634146341,0.848114169215087,0.845528455284553,0.848577235772358,0.734567901234568,0.672316384180791,0.743442960302316,0.752613240418119,0.71523178807947,0.778519848841995,0.807788944723618,0.784146341463415,0.813414634146341
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svd,26,0,26, zones, low_bits_3, svd,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.99725275 0.99450549 0.99450549 0.98066298 0.99171271],0.810714285714286,0.810714285714286,0.955387205387205,1,1,1,0.825082508250825,0.912408759124088,0.812847736205401,0.826229508196721,0.881118881118881,0.809172579245572,0.956270627062706,0.975589225589225,0.955387205387206
svm_model_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8,12, low_bits_6, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.99444444 0.99166667 0.99166667 0.99162011 0.99162011],0.586206896551724,0.531034482758621,0.890993265993266,0.998326826547685,0.996659242761693,0.998329621380846,0.680851063829787,0.836601307189543,0.571585325127618,0.613636363636364,0.788321167883212,0.544487381327227,0.897262990876636,0.952020202020202,0.890993265993266
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_4_shifted_2_svdne,4,0,4, zones, low_bits_4_shifted_2, svdne,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.99709302 1.         0.99707602 0.99707602 0.98538012],0.537764350453172,0.583081570996979,0.877525252525252,1,1,1,0.614609571788413,0.787096774193548,0.552639296187683,0.671428571428571,0.801136363636364,0.568310117302053,0.885025681548795,0.942760942760943,0.877525252525253
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svd,26,0,26,12, low_bits_4_shifted_2, svd,1764,588,588,0.6,0.2,0.2, [0.98587571 0.98870056 0.98863636 0.99431818 0.99715909],0.493464052287582,0.506535947712418,0.871212121212121,1,1,1,0.660831509846827,1,0.5,0.672451193058568,1,0.5,0.885906040268456,1,0.871212121212121
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16,12, low_bits_5, svdn,1794,598,598,0.6,0.2,0.2, [0.92222222 0.89722222 0.89106145 0.92458101 0.90502793],0.536082474226804,0.570446735395189,0.847222222222222,0.942361499720201,0.938684503901895,0.942586399108138,0.565916398713826,0.606896551724138,0.536324988190836,0.610591900311526,0.671232876712329,0.570099196976854,0.849937990905333,0.865319865319865,0.847222222222222
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svd,26,0,26, zones, low_bits_2, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.95355191 0.95081967 0.95355191 0.96703297 0.96153846],0.861818181818182,0.825454545454545,0.943602693602693,0.974386339381003,1,0.973713033953998,0.879746835443038,0.978873239436619,0.857857672349889,0.841059602649007,0.954887218045113,0.829556285078894,0.946227929373997,0.992424242424242,0.943602693602693
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32,12, low_bits_3, svd,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.98255814 0.99127907 0.99122807 0.99122807 0.96783626],0.867069486404834,0.821752265861027,0.956649831649832,1,1,1,0.882352941176471,0.9375,0.862298387096774,0.828985507246377,0.92258064516129,0.827767595307918,0.957665433621044,0.98063973063973,0.956649831649832
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.6640625  0.76190476 0.74603175 0.74603175 0.75396825],0.638095238095238,0.571428571428571,0.78041825095057,0.897959183673469,0.905063291139241,0.897151898734177,0.698412698412698,0.758620689655172,0.623991195891416,0.64,0.747663551401869,0.568006532982488,0.797190517998244,0.842300556586271,0.778850083361361
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.49090909 0.48181818 0.56363636 0.50909091 0.46296296],0.532967032967033,0.543956043956044,0.807017543859649,0.985559566787004,0.996350364963504,0.985401459854014,0.540540540540541,0.531914893617021,0.533002901353965,0.595121951219512,0.592233009708738,0.536622833968293,0.813559322033898,0.815286624203822,0.806736282623453
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.5546875  0.49206349 0.51587302 0.53968254 0.47619048],0.552380952380952,0.519047619047619,0.811787072243346,0.995260663507109,0.996835443037975,0.995253164556962,0.572727272727273,0.5625,0.551658163265306,0.502463054187192,0.51,0.518636363636364,0.8125,0.8125,0.811784351145038
svm_model_N4_B48_E52_nb_zones_4_lab_svd,4,48,52,4, lab, svd,654,218,218,0.6,0.2,0.2, [0.91666667 0.89393939 0.93846154 0.93846154 0.86153846],0.747706422018349,0.747706422018349,0.865137614678899,0.942457231726283,0.926605504587156,0.943425076452599,0.782608695652174,0.883928571428571,0.743851078167116,0.784313725490196,0.934579439252336,0.751073503409952,0.872284969591659,0.919413919413919,0.865037842059901
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_4_shifted_2_svdne,32,0,32, zones, low_bits_4_shifted_2, svdne,1590,530,530,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.544529262086514,0.587786259541985,0.856481481481482,1,1,1,0.623157894736842,0.725490196078431,0.53734827264239,0.602941176470588,0.650793650793651,0.590102707749767,0.862110796603316,0.897306397306397,0.856481481481482
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.99025974 0.99019608 0.99673203 0.99673203 0.99346405],0.585308056872038,0.59478672985782,0.854377104377104,1,1,1,0.634655532359081,0.727272727272727,0.586641058472044,0.658682634730539,0.774647887323944,0.59306557045623,0.862261146496815,0.911616161616161,0.854377104377104
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svd,4,48,52,4, low_bits_4_shifted_2, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.8515625  0.85714286 0.86507937 0.82539683 0.85714286],0.585714285714286,0.547619047619048,0.769961977186312,0.903536977491962,0.889240506329114,0.90506329113924,0.632911392405063,0.669642857142857,0.579719387755102,0.581497797356828,0.594594594594595,0.544772044772045,0.777163904235727,0.782931354359926,0.769633318505499
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdn,16,0,16,12, low_bits_4_shifted_2, svdn,1848,616,616,0.6,0.2,0.2, [0.88918919 0.92432432 0.92162162 0.89189189 0.94021739],0.522727272727273,0.560606060606061,0.863636363636364,0.955386289445049,0.95021645021645,0.955627705627706,0.577181208053691,0.671875,0.527113970588235,0.639751552795031,0.757352941176471,0.554457720588235,0.868185516680228,0.898148148148148,0.863636363636364
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_5_svdne,4,0,4, zones, low_bits_5, svdne,1836,612,612,0.6,0.2,0.2, [1.         0.99184783 0.99456522 0.99453552 0.99726776],0.596296296296296,0.551851851851852,0.902777777777778,0.999455040871935,0.998910675381264,0.999455337690632,0.687679083094556,0.833333333333333,0.579365079365079,0.638805970149254,0.849206349206349,0.570436507936508,0.908296943231441,0.962962962962963,0.902777777777778
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52,6, low_bits_3, svd,986,328,328,0.600487210718636,0.199756394640682,0.199756394640682, [0.74747475 0.7979798  0.83333333 0.81632653 0.82142857],0.759146341463415,0.804878048780488,0.841047503045067,0.880081300813008,0.878296146044625,0.880324543610548,0.762762762762763,0.824675324675325,0.76291237498134,0.815028901734104,0.844311377245509,0.804143266262506,0.843054720384847,0.861179361179361,0.841217699913352
svm_model_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16,12, lab, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.76704545 0.78977273 0.77840909 0.78285714 0.76571429],0.548387096774194,0.629032258064516,0.763047138047138,0.829078801331853,0.850797266514806,0.824601366742597,0.651741293532338,0.867549668874172,0.556416343871048,0.721549636803874,0.937106918238994,0.620871339914199,0.784868169659916,0.864478114478115,0.763047138047138
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,1482,494,494,0.6,0.2,0.2, [1.         1.         1.         1.         0.99324324],0.554809843400447,0.604026845637584,0.841750841750842,1,1,1,0.581052631578947,0.616071428571429,0.554672485586163,0.605790645879733,0.609865470852018,0.604039878283152,0.843724023275145,0.854377104377104,0.841750841750842
svm_model_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54,4, low_bits_3, svdne,486,162,162,0.6,0.2,0.2, [0.85714286 0.81632653 0.80612245 0.88541667 0.77083333],0.796296296296296,0.796296296296296,0.819753086419753,0.831223628691983,0.810699588477366,0.835390946502058,0.792452830188679,0.807692307692308,0.796703296703297,0.781456953642384,0.766233766233766,0.794881588999236,0.813775510204082,0.801507537688442,0.819443089232571
svm_model_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54,4, low_bits_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.86290323 0.80645161 0.79508197 0.8442623  0.81967213],0.740196078431373,0.715686274509804,0.790606653620352,0.817699115044248,0.752442996742671,0.832247557003257,0.738916256157636,0.757575757575758,0.740692640692641,0.731481481481482,0.724770642201835,0.715016900048286,0.782520325203252,0.747572815533981,0.7909461710806
ensemble_model_N4_B48_E52_nb_zones_4_lab_svd,4,48,52,4, lab, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.93859649 0.94736842 0.95614035 0.90178571 0.94642857],0.718085106382979,0.686170212765957,0.867303609341826,0.976491862567812,0.954063604240283,0.977031802120141,0.736318407960199,0.813186813186813,0.721026396284128,0.71219512195122,0.829545454545455,0.694772727272727,0.869655891553702,0.902597402597403,0.867965367965368
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52,4, low_bits_4, svdn,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.53921569 0.48039216 0.43137255 0.6        0.54      ],0.619047619047619,0.482142857142857,0.552256532066508,0.515021459227468,0.474308300395257,0.553359683794466,0.614457831325301,0.62962962962963,0.61941251596424,0.497109826589595,0.494252873563218,0.481694338016177,0.53167701863354,0.508313539192399,0.552256532066508
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52,6, low_bits_2, svd,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.7875  0.8375  0.78125 0.83125 0.80625],0.763157894736842,0.853383458646617,0.828828828828829,0.845965770171149,0.865,0.8425,0.772563176895307,0.869918699186992,0.770623685257832,0.872131147540983,0.898648648648649,0.847629409070087,0.837142857142857,0.873323397913562,0.828492258714723
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svd,4,48,52,4, low_bits_4_shifted_2, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.81666667 0.85833333 0.76666667 0.76271186 0.81355932],0.570707070707071,0.651515151515152,0.801411290322581,0.924162257495591,0.879194630872483,0.927852348993289,0.644351464435146,0.793814432989691,0.575125038277023,0.696035242290749,0.797979797979798,0.651515151515152,0.809293320425944,0.846153846153846,0.801590979301823
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52,4, low_bits_5, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.79824561 0.85087719 0.69298246 0.83333333 0.74107143],0.592592592592593,0.587301587301587,0.749471458773784,0.84981684981685,0.816901408450704,0.855633802816901,0.648401826484018,0.816091954022988,0.609026369168357,0.657894736842105,0.789473684210526,0.586226203807391,0.761329305135952,0.811158798283262,0.750371065808297
ensemble_model_v2_N4_B0_E4_nb_zones_12_low_bits_6_svdne,4,0,4, zones, low_bits_6, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [1.         0.98882682 0.98882682 0.9972067  0.99441341],0.5,0.64041095890411,0.893518518518519,0.998882681564246,0.997767857142857,0.998883928571429,0.601092896174863,0.758620689655172,0.501759324419423,0.72,0.918367346938775,0.638494018296974,0.900039510075069,0.958754208754209,0.893518518518519
svm_model_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40,10, lab, svdne,1416,472,472,0.6,0.2,0.2, [1.        1.        1.        0.9893617 1.       ],0.620762711864407,0.586864406779661,0.841525423728814,1,1,1,0.584686774941995,0.552631578947368,0.618528904227783,0.587737843551797,0.569672131147541,0.587467644521139,0.838793103448276,0.824576271186441,0.841525423728814
svm_model_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16,12, low_bits_3, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.97282609 0.97826087 0.9863388  0.96721311 0.98087432],0.797047970479705,0.804428044280443,0.938131313131313,0.979020979020979,0.99236641221374,0.978735005452563,0.787644787644788,0.733812949640288,0.798724656638326,0.801498127340824,0.810606060606061,0.804583605842599,0.938364779874214,0.941919191919192,0.938131313131313
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54,4, low_bits_3, svdne,636,212,212,0.6,0.2,0.2, [0.78125    0.84375    0.8515625  0.8015873  0.87301587],0.806603773584905,0.754716981132076,0.831132075471698,0.865203761755486,0.867924528301887,0.864779874213837,0.785340314136126,0.757575757575758,0.803566639849826,0.752380952380952,0.724770642201835,0.755589204596063,0.82771896053898,0.817490494296578,0.831029891343045
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54,4, low_bits_2, svdne,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.75490196 0.76470588 0.74509804 0.75       0.82      ],0.738095238095238,0.75,0.820665083135392,0.881170018281536,0.952569169960474,0.871541501976285,0.784313725490196,0.898876404494382,0.727919214905419,0.766666666666667,0.907894736842105,0.763729977116705,0.83780880773362,0.933014354066986,0.821460007222172
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32,12, low_bits_2, svd,1878,626,626,0.6,0.2,0.2, [0.93617021 0.94148936 0.92287234 0.94148936 0.95454545],0.875502008032128,0.883534136546185,0.957491582491582,0.978634705575821,1,0.978168264110756,0.881226053639847,0.871212121212121,0.875777000777001,0.881632653061224,0.923076923076923,0.885780885780886,0.958350515463918,0.978114478114478,0.957491582491582
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svd,4,48,52, zones, lab, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.90983607 0.975      0.95833333 0.98333333 0.96666667],0.67,0.67,0.86626746506986,0.996677740863787,0.996677740863787,0.996677740863787,0.710526315789474,0.861702127659574,0.680851063829787,0.727272727272727,0.822429906542056,0.658526781228017,0.875,0.934262948207171,0.866131474103586
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8,12, low_bits_5, svdne,1906,635,635,0.600125944584383,0.199937027707809,0.199937027707809, [0.9973822  0.9973822  0.98691099 0.99473684 0.99736842],0.493617021276596,0.506382978723404,0.900673400673401,0.999475065616798,0.998950682056663,0.999475341028332,0.493617021276596,0.487394957983193,0.493697478991597,0.528455284552846,0.560344827586207,0.507063170095625,0.901089689857502,0.904882154882155,0.900673400673401
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52,4, low_bits_5, svd,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.84615385 0.7745098  0.80392157 0.84313725 0.84313725],0.552941176470588,0.588235294117647,0.787558685446009,0.931506849315068,0.9296875,0.931640625,0.634615384615385,0.6875,0.532939189189189,0.597701149425287,0.590909090909091,0.588137472283814,0.797312430011198,0.809090909090909,0.786827007943513
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52,4, low_bits_4, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.51666667 0.44166667 0.5        0.48305085 0.51694915],0.51010101010101,0.444444444444444,0.79133064516129,1,1,1,0.540284360189574,0.581632653061224,0.510816326530612,0.46078431372549,0.474747474747475,0.444444444444444,0.795252225519288,0.812121212121212,0.79137247728797
ensemble_model_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8,12, lab, svdne,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [1. 1. 1. 1. 1.],0.510028653295129,0.535816618911175,0.859848484848485,1,1,1,0.605080831408776,0.808641975308642,0.529989436852182,0.63677130044843,0.759358288770054,0.518568033273916,0.869769260852561,0.936026936026936,0.859848484848485
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_svdne,8,0,8, zones, low_bits_4, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.99152542 0.99431818 0.98295455 0.98295455 0.99431818],0.755700325732899,0.742671009771987,0.93476430976431,0.999432140829074,0.998864926220204,0.999432463110102,0.788732394366197,0.869565217391304,0.749851101846337,0.766961651917404,0.89041095890411,0.749553305539011,0.936863543788187,0.968013468013468,0.93476430976431
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svd,4,48,52, zones, low_bits_4_shifted_2, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.8515625 0.8125    0.8203125 0.828125  0.7890625],0.539906103286385,0.535211267605634,0.786116322701689,0.949919224555735,0.91875,0.9515625,0.577586206896552,0.626168224299065,0.539499206489155,0.56,0.588785046728972,0.534958561100335,0.788104089219331,0.794007490636704,0.786101489679254
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52,4, low_bits_6, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8203125  0.859375   0.83333333 0.87301587 0.83333333],0.554502369668246,0.549763033175355,0.756628787878788,0.88628762541806,0.83596214511041,0.892744479495268,0.624,0.722222222222222,0.550431499460626,0.602510460251046,0.699029126213592,0.5532182668105,0.763569457221711,0.785984848484848,0.756628787878788
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.78494624 0.79569892 0.83333333 0.82795699 0.8423913 ],0.783171521035599,0.789644012944984,0.845407503234153,0.887249736564805,0.907327586206896,0.884698275862069,0.822281167108753,0.92814371257485,0.770409884456439,0.817927170868347,0.941935483870968,0.789149560117302,0.857991681521093,0.918575063613232,0.844155952859247
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.81034483 0.74137931 0.77586207 0.75       0.78070175],0.755208333333333,0.739583333333333,0.849272349272349,0.916376306620209,0.910034602076124,0.916955017301038,0.768472906403941,0.804123711340206,0.754693434617472,0.766355140186916,0.796116504854369,0.735136904112578,0.853683148335015,0.865030674846626,0.849005823681241
svm_model_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52,4, lab, svdn,488,162,162,0.600985221674877,0.199507389162562,0.199507389162562, [0.66326531 0.6122449  0.64285714 0.64285714 0.63541667],0.537037037037037,0.518518518518518,0.62192118226601,0.657777777777778,0.60655737704918,0.684426229508197,0.482758620689655,0.460526315789474,0.532588739290086,0.486842105263158,0.440476190476191,0.521520146520147,0.589022757697457,0.544554455445545,0.621541933605125
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,654,218,218,0.6,0.2,0.2, [0.81060606 0.68181818 0.79230769 0.78461538 0.83076923],0.844036697247706,0.779816513761468,0.859633027522936,0.892586989409985,0.902140672782875,0.891437308868501,0.849557522123894,0.872727272727273,0.843771043771044,0.785714285714286,0.871287128712871,0.786070914783786,0.862286228622862,0.890334572490706,0.860022358709121
ensemble_model_v2_N32_B0_E32_nb_zones_10_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,1548,516,516,0.6,0.2,0.2, [1.         0.99677419 1.         1.         0.99675325],0.63768115942029,0.582125603864734,0.864057239057239,1,1,1,0.662162162162162,0.710144927536232,0.63768115942029,0.612975391498881,0.661835748792271,0.582125603864734,0.867568675686757,0.890572390572391,0.864057239057239
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svdn,16,0,16, zones, low_bits_4, svdn,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.95923913 0.9726776  0.98087432 0.97540984 0.96448087],0.588235294117647,0.566176470588235,0.900252525252525,0.996189439303212,0.998908296943232,0.99617903930131,0.638709677419355,0.673469387755102,0.580734693877551,0.609271523178808,0.736,0.578884353741497,0.903225806451613,0.930976430976431,0.900252525252525
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52,4, low_bits_6, svd,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.78 0.81 0.89 0.81 0.91],0.542168674698795,0.566265060240964,0.801682692307692,0.965656565656566,0.956,0.966,0.634615384615385,0.776470588235294,0.536383442265795,0.621052631578947,0.867647058823529,0.612394957983193,0.815229563269877,0.903225806451613,0.80475975637266
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdne,8,0,8,12, low_bits_4_shifted_2, svdne,1800,600,600,0.6,0.2,0.2, [1.         0.99444444 0.99722222 0.99166667 0.99722222],0.5625,0.565972222222222,0.894360269360269,1,1,1,0.496,0.405228758169935,0.572984749455338,0.493927125506073,0.451851851851852,0.559259259259259,0.890727035263387,0.861111111111111,0.894360269360269
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54,4, low_bits_4, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.78333333 0.8        0.75       0.83333333 0.84745763],0.613065326633166,0.638190954773869,0.747991967871486,0.831125827814569,0.839464882943144,0.82943143812709,0.685714285714286,0.857142857142857,0.616690240452617,0.7,0.8,0.628723404255319,0.76951331496786,0.834661354581673,0.747290191460877
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdn,4,48,52,4, low_bits_4_shifted_2, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.45192308 0.52884615 0.53846154 0.52884615 0.54901961],0.453488372093023,0.558139534883721,0.52784222737819,0.617124394184168,0.737451737451737,0.542471042471042,0.534653465346535,0.635294117647059,0.455578093306288,0.663716814159292,0.806451612903226,0.536137198856676,0.61127029608405,0.732265446224256,0.524956252523893
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,558,186,186,0.6,0.2,0.2, [0.59821429 0.48214286 0.57142857 0.48214286 0.55454545],0.456989247311828,0.548387096774194,0.77741935483871,0.960992907801418,0.971326164874552,0.960573476702509,0.471204188481676,0.483870967741936,0.456989247311828,0.548387096774194,0.554347826086957,0.548450508788159,0.780021253985122,0.790948275862069,0.777448386858073
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,736,245,245,0.600326264274062,0.199836867862969,0.199836867862969, [0.7972973  0.80405405 0.81081081 0.79452055 0.80136986],0.583673469387755,0.551020408163265,0.785481239804241,0.929655172413793,0.915760869565217,0.93070652173913,0.630434782608696,0.73728813559322,0.589116508741492,0.595588235294118,0.704347826086957,0.559866220735786,0.793401413982718,0.84026622296173,0.786533111480865
svm_model_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16,12, low_bits_2, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.90782123 0.91620112 0.9241573  0.9241573  0.95224719],0.847972972972973,0.824324324324324,0.908249158249158,0.936349289847449,0.997757847533632,0.932174887892377,0.868804664723032,0.93125,0.840625,0.820689655172414,0.875,0.828125,0.91397000789266,0.974747474747475,0.908249158249158
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1012,337,337,0.600237247924081,0.19988137603796,0.19988137603796, [0.84313725 0.78217822 0.80693069 0.85148515 0.77227723],0.810089020771513,0.827893175074184,0.862396204033215,0.896810506566604,0.944664031620553,0.891304347826087,0.810650887573964,0.805882352941176,0.810126805213103,0.838888888888889,0.872832369942196,0.826660087410123,0.868480725623583,0.902237926972909,0.862110600284543
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26,12, low_bits_6, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.98493976 0.98795181 0.99698795 0.99698795 0.98493976],0.650837988826816,0.628491620111732,0.891414141414141,1,1,1,0.720357941834452,0.899441340782123,0.650837988826816,0.694252873563219,0.843575418994413,0.628491620111732,0.898505114083399,0.961279461279461,0.891414141414141
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.99657534 1.         0.99657534 1.         0.99310345],0.7,0.684782608695652,0.880892255892256,1,1,1,0.719512195121951,0.740585774058577,0.698347185671823,0.68682505399568,0.719457013574661,0.686088339423313,0.882621318954791,0.895622895622896,0.880892255892256
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26,12, low_bits_5, svd,1842,614,614,0.6,0.2,0.2, [0.9972973  1.         1.         0.99728261 1.        ],0.640449438202247,0.621722846441948,0.917087542087542,1,1,1,0.715976331360947,0.864285714285714,0.628993250843644,0.693009118541034,0.89763779527559,0.634533183352081,0.921482662415305,0.973063973063973,0.917087542087542
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.85714286 0.85483871 0.87096774 0.87096774 0.92741935],0.661835748792271,0.594202898550725,0.819498069498069,0.945454545454545,0.919614147909968,0.946945337620579,0.713114754098361,0.763157894736842,0.650396151669496,0.625,0.660377358490566,0.592564916869045,0.825722273998136,0.834274952919021,0.819117674479312
ensemble_model_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52,4, lab, svdn,618,206,206,0.6,0.2,0.2, [0.52419355 0.51612903 0.52419355 0.59677419 0.48360656],0.485436893203883,0.509708737864078,0.799029126213592,1,1,1,0.485436893203884,0.510204081632653,0.486583522297808,0.573839662447257,0.62962962962963,0.503590325018896,0.804901036757776,0.829126213592233,0.799029126213592
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54,4, low_bits_4, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.81034483 0.85344828 0.82758621 0.82758621 0.83333333],0.609375,0.614583333333333,0.795218295218295,0.915194346289753,0.896193771626297,0.916955017301038,0.647887323943662,0.704081632653061,0.607359965262701,0.640776699029126,0.776470588235294,0.631225948323255,0.8,0.834745762711864,0.795944309927361
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52,4, low_bits_4, svdne,558,186,186,0.6,0.2,0.2, [0.71428571 0.74107143 0.72321429 0.74107143 0.81818182],0.634408602150538,0.591397849462366,0.72258064516129,0.790441176470588,0.770609318996416,0.795698924731183,0.676190476190476,0.702970297029703,0.627955736750146,0.634615384615385,0.702127659574468,0.590194264569843,0.731808731808732,0.742616033755274,0.722185209860093
ensemble_model_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8,12, low_bits_6, svdne,1704,568,568,0.6,0.2,0.2, [0.99415205 1.         1.         0.99117647 0.99117647],0.529761904761905,0.467261904761905,0.857744107744108,0.999412800939519,0.998826291079812,0.999413145539906,0.529761904761905,0.532934131736527,0.529780675335719,0.492917847025496,0.514792899408284,0.466977288027495,0.858695652173913,0.864478114478115,0.857744107744108
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54,6, low_bits_3, svd,912,304,304,0.6,0.2,0.2, [0.77717391 0.80769231 0.80769231 0.86263736 0.79120879],0.796052631578947,0.799342105263158,0.807236842105263,0.815618221258134,0.824561403508772,0.81359649122807,0.79054054054054,0.818181818181818,0.797289666854884,0.802588996763754,0.837837837837838,0.800329175329175,0.808120497707924,0.825970548862115,0.807551897975689
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52,6, low_bits_3, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.50568182 0.50568182 0.55113636 0.50568182 0.47159091],0.488054607508532,0.539249146757679,0.517735334242838,0.458974358974359,0.406818181818182,0.520454545454545,0.440298507462687,0.38562091503268,0.49281045751634,0.466403162055336,0.388157894736842,0.545142777155655,0.456571867794005,0.398657718120805,0.519717208574966
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdn,4,48,52,4, low_bits_4_shifted_2, svdn,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.46268657 0.40909091 0.5        0.50757576 0.53030303],0.495454545454545,0.486363636363636,0.796733212341198,1,1,1,0.519480519480519,0.545454545454545,0.495454545454545,0.497777777777778,0.533333333333333,0.488405797101449,0.799642218246869,0.818681318681319,0.796930587398213
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52,4, low_bits_5, svdn,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.48507463 0.55223881 0.45522388 0.52985075 0.57462687],0.538116591928251,0.515695067264574,0.529569892473118,0.613300492610837,0.743283582089552,0.53134328358209,0.617100371747212,0.754545454545455,0.540989541432019,0.611510791366906,0.772727272727273,0.519106999195495,0.613686534216336,0.751351351351351,0.530755889579419
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54,6, low_bits_2, svd,996,332,332,0.6,0.2,0.2, [0.845      0.77       0.855      0.82323232 0.81313131],0.771084337349398,0.786144578313253,0.819277108433735,0.847761194029851,0.855421686746988,0.846385542168675,0.805128205128205,0.882022471910112,0.762439807383628,0.797720797720798,0.880503144654088,0.789962554986003,0.828178694158076,0.865868263473054,0.818994737797133
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svdn,4,48,52, zones, lab, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.61538462 0.625      0.58653846 0.59615385 0.55882353],0.552325581395349,0.47093023255814,0.74245939675174,0.894117647058823,0.88030888030888,0.895752895752896,0.569832402234637,0.586206896551724,0.551926977687627,0.508108108108108,0.618421052631579,0.486293859649123,0.745995423340961,0.772511848341232,0.743074105988798
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26,12, low_bits_3, svdn,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.925      0.92777778 0.93055556 0.92222222 0.9273743 ],0.71280276816609,0.716262975778547,0.890151515151515,0.948275862068965,0.978865406006674,0.946607341490545,0.729641693811075,0.788732394366197,0.714094088339561,0.746913580246914,0.82312925170068,0.714381527258791,0.895054282267793,0.936868686868687,0.890151515151515
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52,6, low_bits_2, svdn,762,254,254,0.6,0.2,0.2, [0.48701299 0.55921053 0.53947368 0.53289474 0.49342105],0.559055118110236,0.496062992125984,0.533858267716535,0.583924349881797,0.648293963254593,0.538057742782152,0.594202898550724,0.650793650793651,0.559771825396825,0.542857142857143,0.571428571428571,0.49232585596222,0.57774607703281,0.6328125,0.533072916666667
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52,4, low_bits_4, svdne,630,210,210,0.6,0.2,0.2, [0.79365079 0.76190476 0.76984127 0.8015873  0.64285714],0.719047619047619,0.628571428571429,0.800952380952381,0.888888888888889,0.914285714285714,0.885714285714286,0.697435897435897,0.673267326732673,0.717367608320465,0.59375,0.537735849056604,0.629444847605225,0.798067632850241,0.791187739463601,0.800896900034831
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52,4, low_bits_6, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.45901639 0.48360656 0.54166667 0.45       0.55      ],0.507462686567164,0.487562189054726,0.506958250497018,0.355263157894737,0.268211920529801,0.513245033112583,0.361290322580645,0.274509803921569,0.510992275698158,0.269503546099291,0.202127659574468,0.470222708291907,0.340425531914894,0.257028112449799,0.504498308193404
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40,10, low_bits_6, svdne,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [1.        1.        1.        0.9966443 1.       ],0.708144796380091,0.723981900452489,0.894360269360269,1,1,1,0.741482965931864,0.829596412556054,0.707035649200401,0.755020080321285,0.858447488584475,0.725187869852775,0.899156287665729,0.941919191919192,0.894360269360269
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.8        0.82307692 0.82307692 0.75384615 0.81538462],0.625,0.537037037037037,0.790203327171904,0.930091185410334,0.941538461538462,0.929230769230769,0.689655172413793,0.782608695652174,0.61407662505381,0.576271186440678,0.660194174757282,0.542486467909614,0.803463203463203,0.85451197053407,0.789964705118612
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdne,40,0,40,10, low_bits_4_shifted_2, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [1.         0.99675325 1.         1.         1.        ],0.631578947368421,0.605263157894737,0.865740740740741,1,1,1,0.598958333333333,0.558252427184466,0.630541307931856,0.580152671755725,0.537735849056604,0.606246565305001,0.862321968062149,0.840909090909091,0.865740740740741
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16,12, low_bits_6, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.96132597 0.93646409 0.96111111 0.95555556 0.97222222],0.618881118881119,0.576923076923077,0.896464646464647,0.991160220994475,0.994456762749446,0.991130820399113,0.726817042606516,0.941558441558442,0.591991341991342,0.675603217158177,0.954545454545455,0.603896103896104,0.904725019364834,0.983164983164983,0.896464646464647
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdn,4,48,52, zones, low_bits_4_shifted_2, svdn,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.52830189 0.49056604 0.49056604 0.60377358 0.5       ],0.511363636363636,0.517045454545455,0.801587301587302,0.992481203007519,0.99622641509434,0.992452830188679,0.561224489795918,0.591397849462366,0.506542298225159,0.545454545454545,0.586206896551724,0.517822549399457,0.808743169398907,0.831460674157303,0.801313861106112
svm_model_N32_B0_E32_nb_zones_12_lab_svd,32,0,32,12, lab, svd,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.99705882 1.         1.         1.         1.        ],0.505882352941176,0.494117647058824,0.856902356902357,1,1,1,0.671875,1,0.5,0.661417322834646,1,0.5,0.874815905743741,1,0.856902356902357
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52,4, low_bits_5, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.46031746 0.49206349 0.48412698 0.48412698 0.4516129 ],0.593301435406699,0.545454545454545,0.82791586998088,1,1,1,0.585365853658537,0.560747663551402,0.594099321971779,0.541062801932367,0.538461538461538,0.545421245421245,0.826923076923077,0.819047619047619,0.827949913170643
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,484,161,161,0.600496277915633,0.199751861042184,0.199751861042184, [0.67346939 0.71428571 0.76041667 0.64583333 0.65625   ],0.521739130434783,0.521739130434783,0.766749379652605,0.928870292887029,0.917355371900826,0.929752066115702,0.616915422885572,0.784810126582278,0.526551404754554,0.613065326633166,0.7625,0.523225308641975,0.785876993166287,0.860349127182045,0.767211600628059
svm_model_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52,4, lab, svdne,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.91791045 0.92537313 0.91791045 0.94776119 0.93283582],0.753363228699552,0.7847533632287,0.876344086021505,0.946070878274268,0.916417910447761,0.947761194029851,0.797047970479705,0.923076923076923,0.74455732946299,0.811023622047244,0.944954128440367,0.788266537904394,0.882453151618399,0.923351158645276,0.876089993737052
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26,12, low_bits_2, svdn,1800,600,600,0.6,0.2,0.2, [0.86111111 0.90555556 0.89444444 0.88333333 0.85555556],0.777777777777778,0.746527777777778,0.863215488215488,0.902185223725286,0.963333333333333,0.895555555555555,0.804878048780488,0.885906040268456,0.773888271932789,0.762214983713355,0.841726618705036,0.749722369755203,0.872897927258506,0.939393939393939,0.863215488215488
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54,6, low_bits_3, svd,864,288,288,0.6,0.2,0.2, [0.79310345 0.77011494 0.85465116 0.79069767 0.77325581],0.809027777777778,0.795138888888889,0.859027777777778,0.901874310915105,0.946759259259259,0.896990740740741,0.828660436137072,0.869281045751634,0.805010893246187,0.795847750865052,0.905511811023622,0.806793172592556,0.866183256427159,0.922752808988764,0.85972805284603
svm_model_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40,10, low_bits_5, svdne,1464,488,488,0.6,0.2,0.2, [0.99659864 0.99319728 0.99315068 1.         1.        ],0.699561403508772,0.68640350877193,0.882154882154882,1,1,1,0.656641604010025,0.574561403508772,0.699561403508772,0.632390745501285,0.539473684210526,0.68640350877193,0.875666074600355,0.82996632996633,0.882154882154882
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32,12, low_bits_4, svd,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.9972973  0.9972973  0.98913043 0.99728261 0.99728261],0.703007518796993,0.657894736842105,0.928451178451178,1,1,1,0.753894080996885,0.858156028368794,0.693078014184397,0.691525423728814,0.816,0.66686524822695,0.93089430894309,0.963804713804714,0.928451178451178
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40,12, low_bits_3, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.98546512 0.99709302 0.99709302 0.99418605 0.98837209],0.542682926829268,0.530487804878049,0.872053872053872,1,1,1,0.6875,1,0.539877300613497,0.679166666666667,1,0.533333333333333,0.886567164179104,1,0.872053872053872
svm_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdne,4,48,52,4, low_bits_4_shifted_2, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.84745763 0.83050847 0.84745763 0.87288136 0.83898305],0.581632653061224,0.571428571428571,0.746435845213849,0.852575488454707,0.813559322033898,0.859322033898305,0.63716814159292,0.75,0.585,0.647058823529412,0.777777777777778,0.569301260022909,0.757546251217137,0.793877551020408,0.746532271445163
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54,4, low_bits_4, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.51639344 0.46721311 0.52459016 0.46721311 0.58196721],0.45320197044335,0.502463054187192,0.573818897637795,0.665658093797277,0.721311475409836,0.637704918032787,0.463768115942029,0.494845360824742,0.454969850223692,0.566523605150215,0.6,0.493548387096774,0.606721162579473,0.65234375,0.57319568452381
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdn,16,0,16,12, low_bits_4_shifted_2, svdn,1716,572,572,0.6,0.2,0.2, [0.97965116 0.96511628 0.97383721 0.95321637 0.9619883 ],0.587878787878788,0.603030303030303,0.882575757575757,0.993015133876601,0.994172494172494,0.993006993006993,0.622222222222222,0.678787878787879,0.587878787878788,0.652519893899204,0.745454545454545,0.603030303030303,0.886354378818737,0.915824915824916,0.882575757575757
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16,12, low_bits_5, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.9558011  0.95027624 0.94722222 0.96944444 0.93611111],0.555944055944056,0.587412587412587,0.891835016835017,0.993340732519423,0.992239467849224,0.993348115299335,0.62089552238806,0.793893129770992,0.574365919724206,0.660919540229885,0.741935483870968,0.573257818271362,0.896579476861167,0.937710437710438,0.891835016835017
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54,6, low_bits_2, svd,966,322,322,0.6,0.2,0.2, [0.8814433  0.89690722 0.88659794 0.88541667 0.875     ],0.748447204968944,0.782608695652174,0.863354037267081,0.926517571884984,0.900621118012422,0.928571428571429,0.76657060518732,0.847133757961784,0.750839606253619,0.809782608695652,0.871345029239766,0.77673211726889,0.866989117291415,0.884093711467324,0.863198295032786
ensemble_model_N26_B0_E26_nb_zones_12_lab_svd,26,0,26,12, lab, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.9972067 1.        1.        1.        1.       ],0.569965870307167,0.590443686006826,0.896464646464647,1,1,1,0.694174757281553,0.959731543624161,0.563199105145414,0.696969696969697,0.958333333333333,0.596616331096197,0.905311778290993,0.98989898989899,0.896464646464646
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52,6, low_bits_3, svdn,912,304,304,0.6,0.2,0.2, [0.40217391 0.54945055 0.43956044 0.54945055 0.5       ],0.513157894736842,0.483552631578947,0.799342105263158,1,1,1,0.493150684931507,0.493150684931507,0.51239812727588,0.516923076923077,0.5,0.481617647058823,0.800523217789405,0.794805194805195,0.799402597402597
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52,4, low_bits_6, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.55645161 0.47580645 0.43442623 0.47540984 0.46721311],0.529411764705882,0.514705882352941,0.809197651663405,1,1,1,0.524752475247525,0.53,0.529423076923077,0.492307692307692,0.466019417475728,0.515187926559646,0.807121661721068,0.8,0.8091796875
ensemble_model_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52,4, lab, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.92741935 0.96774194 0.92622951 0.8442623  0.85245902],0.622549019607843,0.602941176470588,0.820939334637965,0.958402662229617,0.938110749185668,0.95928338762215,0.711610486891386,0.896226415094339,0.611378513669619,0.661087866108787,0.814432989690721,0.612823971480875,0.834688346883469,0.905882352941176,0.821105238970588
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16,12, low_bits_3, svdne,1812,604,604,0.6,0.2,0.2, [0.98076923 0.98895028 0.98342541 0.97513812 0.97237569],0.851063829787234,0.875886524822695,0.963383838383838,0.994499449944994,0.997792494481236,0.99448123620309,0.858108108108108,0.900709219858156,0.851063829787234,0.879725085910653,0.907801418439716,0.875886524822695,0.963825363825364,0.975589225589225,0.963383838383838
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svd,26,0,26, zones, low_bits_4, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [1.         1.         0.99725275 0.99725275 1.        ],0.719424460431654,0.744604316546763,0.937289562289562,1,1,1,0.751592356687898,0.855072463768116,0.720393374741201,0.762541806020067,0.814285714285714,0.744099378881988,0.938758734073161,0.961279461279461,0.937289562289562
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.48333333 0.60833333 0.53333333 0.49166667 0.58474576],0.517587939698492,0.50251256281407,0.799196787148594,0.991652754590985,0.993311036789298,0.991638795986622,0.52,0.565217391304348,0.52092645266152,0.517073170731707,0.504761904761905,0.502380952380952,0.800796812749004,0.810483870967742,0.799241935483871
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_5_svdne,8,0,8, zones, low_bits_5, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.99717514 1.         0.99152542 1.         1.        ],0.480263157894737,0.49671052631579,0.869107744107744,1,1,1,0.543352601156069,0.635135135135135,0.484234234234234,0.587601078167116,0.698717948717949,0.491250866250866,0.874849094567404,0.914983164983165,0.869107744107744
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52,6, low_bits_2, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.52808989 0.44382022 0.52808989 0.47752809 0.5       ],0.523648648648649,0.52027027027027,0.809041835357625,1,1,1,0.543689320388349,0.583333333333333,0.525219298245614,0.526666666666667,0.516339869281046,0.520407696878285,0.811207471647765,0.819407008086253,0.809027828367451
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svd,26,0,26,12, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.99431818 0.99431818 0.99715909 0.99715909 0.99431818],0.61038961038961,0.62012987012987,0.900252525252525,1,1,1,0.705882352941176,0.935064935064935,0.61038961038961,0.70379746835443,0.902597402597403,0.62012987012987,0.907530238002341,0.978956228956229,0.900252525252525
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdne,4,48,52,4, low_bits_4_shifted_2, svdne,576,192,192,0.6,0.2,0.2, [0.80172414 0.75       0.79310345 0.88596491 0.83333333],0.567708333333333,0.6875,0.832291666666667,0.968858131487889,0.972222222222222,0.96875,0.606635071090047,0.666666666666667,0.567708333333333,0.705882352941176,0.73469387755102,0.686495874945723,0.837865055387714,0.863070539419087,0.832162884772305
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40,12, low_bits_2, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.95224719 0.93502825 0.93785311 0.93220339 0.95480226],0.705298013245033,0.665562913907285,0.904461279461279,0.979524073049253,0.998871331828442,0.979119638826185,0.650980392156863,0.542483660130719,0.707483440803614,0.580912863070539,0.469798657718121,0.663003904022459,0.901432913590968,0.873737373737374,0.90446127946128
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52,6, low_bits_4, svd,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.7875  0.825   0.80625 0.79375 0.75625],0.62406015037594,0.62781954887218,0.753003003003003,0.839506172839506,0.85,0.8375,0.645390070921986,0.705426356589147,0.6264358060318,0.662116040955631,0.734848484848485,0.628618272274989,0.762454873646209,0.798789712556732,0.753344185637532
ensemble_model_v2_N4_B48_E52_nb_zones_4_lab_svdne,4,48,52, zones, lab, svdne,588,196,196,0.6,0.2,0.2, [0.88983051 0.94067797 0.90677966 0.90677966 0.9137931 ],0.678571428571429,0.698979591836735,0.870408163265306,0.991482112436116,0.989795918367347,0.991496598639456,0.736401673640167,0.897959183673469,0.678571428571429,0.753138075313808,0.909090909090909,0.696813495782568,0.88075117370892,0.955193482688391,0.870234778154011
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.83908046 0.81395349 0.8255814  0.85465116 0.81976744],0.763066202090592,0.797909407665505,0.852367688022284,0.900692840646651,0.904872389791183,0.900232018561485,0.751824817518248,0.695945945945946,0.765239160023333,0.788321167883212,0.8,0.798026315789474,0.85007072135785,0.841736694677871,0.852308790552232
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.45       0.53333333 0.49166667 0.52542373 0.46610169],0.439393939393939,0.494949494949495,0.776209677419355,0.981512605042017,0.979865771812081,0.981543624161074,0.406417112299465,0.395833333333333,0.438112745098039,0.519230769230769,0.534653465346535,0.494130856384607,0.775757575757576,0.775757575757576,0.776208767758063
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16,12, low_bits_2, svdne,1670,556,556,0.600287562904385,0.199856218547807,0.199856218547807, [0.94011976 0.95508982 0.92215569 0.93113772 0.93712575],0.835694050991501,0.804532577903683,0.91540404040404,0.95752009184845,0.998802395209581,0.955688622754491,0.846560846560847,0.946745562130178,0.840220607152045,0.8287841191067,0.907608695652174,0.799958193979933,0.920332936979786,0.977272727272727,0.91540404040404
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54,4, low_bits_4, svdn,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.47794118 0.47794118 0.45588235 0.41176471 0.47794118],0.5,0.513274336283186,0.803003533568905,1,1,1,0.437810945273632,0.396396396396396,0.498198198198198,0.476190476190476,0.462962962962963,0.511142498430634,0.795600366636114,0.776386404293381,0.802678367940757
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54,4, low_bits_5, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.92105263 0.86842105 0.87719298 0.87719298 0.88392857],0.55026455026455,0.497354497354497,0.747357293868922,0.888468809073724,0.827464788732394,0.89612676056338,0.597156398104265,0.684782608695652,0.553731510533393,0.566210045662101,0.639175257731959,0.49350067234424,0.750782064650678,0.761099365750528,0.747357293868922
svm_model_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52,4, low_bits_5, svdne,618,206,206,0.6,0.2,0.2, [0.75806452 0.7016129  0.76612903 0.85483871 0.7295082 ],0.509708737864078,0.601941747572815,0.701941747572816,0.813253012048193,0.87378640776699,0.799352750809061,0.534562211981567,0.568627450980392,0.510275263951734,0.60952380952381,0.60952380952381,0.601791607732202,0.718606782768103,0.75968992248062,0.701829397037975
ensemble_model_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16,12, lab, svdn,1894,631,631,0.600126742712294,0.199936628643853,0.199936628643853, [0.97105263 0.97631579 0.98148148 0.96825397 0.97354497],0.452282157676349,0.481327800829876,0.889309764309764,0.996832101372756,0.996832101372756,0.996832101372756,0.415929203539823,0.391666666666667,0.452031680440771,0.476987447698745,0.471074380165289,0.481370523415978,0.88851208139042,0.882154882154882,0.889309764309764
ensemble_model_v2_N8_B0_E8_nb_zones_12_lab_svdne,8,0,8, zones, lab, svdne,1800,600,600,0.6,0.2,0.2, [1.         1.         1.         1.         0.99722222],0.552083333333333,0.517361111111111,0.887205387205387,1,1,1,0.626086956521739,0.75,0.552083333333333,0.589970501474926,0.694444444444444,0.517361111111111,0.892109500805153,0.932659932659933,0.887205387205387
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_4_shifted_2_svdne,4,48,52, zones, low_bits_4_shifted_2, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.81818182 0.86363636 0.84848485 0.83846154 0.8       ],0.587155963302752,0.587155963302752,0.805860805860806,0.949367088607595,0.914634146341463,0.951219512195122,0.628099173553719,0.666666666666667,0.583333333333333,0.645669291338583,0.738738738738739,0.584322640397407,0.812056737588653,0.828209764918626,0.805570559639276
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.78823529 0.75595238 0.79166667 0.85119048 0.79166667],0.842857142857143,0.8,0.849500713266762,0.868639053254438,0.871733966745843,0.868171021377672,0.865030674846626,0.903846153846154,0.834987593052109,0.813333333333333,0.91044776119403,0.804538949090165,0.856560163154317,0.886075949367089,0.848971404495411
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_4_shifted_2_svdne,8,0,8, zones, low_bits_4_shifted_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [1.         0.99717514 1.         1.         1.        ],0.589403973509934,0.556291390728477,0.891414141414141,1,1,1,0.664864864864865,0.78343949044586,0.581374917636723,0.633879781420765,0.8,0.565605095541401,0.897129186602871,0.946969696969697,0.891414141414141
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svd,32,0,32, zones, low_bits_3, svd,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.98901099 0.99175824 0.99175824 0.98895028 0.99723757],0.864285714285714,0.853571428571429,0.965488215488216,0.998348926802422,0.998898678414097,0.998348017621145,0.871621621621622,0.921428571428571,0.864285714285714,0.857142857142857,0.878571428571429,0.853571428571429,0.965833333333333,0.975589225589225,0.965488215488215
ensemble_model_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40,10, lab, svdne,1548,516,516,0.6,0.2,0.2, [1.         1.         1.         0.99677419 0.99350649],0.596618357487923,0.647342995169082,0.868265993265993,1,1,1,0.624719101123596,0.695,0.599836448598131,0.679824561403509,0.724299065420561,0.64464953271028,0.872192731727236,0.898989898989899,0.868265993265993
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svd,32,0,32,12, low_bits_4_shifted_2, svd,1770,590,590,0.6,0.2,0.2, [0.98305085 0.99152542 0.98022599 0.98022599 0.97457627],0.485148514851485,0.514851485148515,0.872474747474747,1,1,1,0.653333333333333,1,0.5,0.679738562091503,1,0.5,0.886898096304591,1,0.872474747474747
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.55681818 0.51704545 0.5862069  0.46551724 0.53448276],0.457044673539519,0.529209621993127,0.790521978021978,0.988505747126437,0.983981693363844,0.988558352402746,0.466216216216216,0.46,0.456950354609929,0.515901060070672,0.544776119402985,0.530349843140983,0.789510006901311,0.793342579750347,0.790548840895582
svm_model_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52,4, low_bits_6, svdne,672,224,224,0.6,0.2,0.2, [0.875      0.8358209  0.86567164 0.8358209  0.85820896],0.642857142857143,0.651785714285714,0.776785714285714,0.853968253968254,0.800595238095238,0.863095238095238,0.701492537313433,0.803418803418803,0.635354261522486,0.657894736842105,0.728155339805825,0.657466099654979,0.77797513321492,0.787769784172662,0.776863615490586
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16,12, low_bits_4, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.98641304 0.99453552 0.99180328 1.         0.99453552],0.665441176470588,0.628676470588235,0.919191919191919,1,1,1,0.703583061889251,0.776978417266187,0.662925298858657,0.635379061371841,0.661654135338346,0.62938821874831,0.920529801324503,0.936026936026936,0.919191919191919
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54,4, low_bits_5, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.78571429 0.89285714 0.84545455 0.83636364 0.89090909],0.510869565217391,0.494565217391304,0.776572668112798,0.957952468007312,0.945848375451264,0.958483754512636,0.567307692307692,0.621052631578947,0.50715552927262,0.555023923444976,0.698795180722892,0.512763926995109,0.786307053941909,0.832967032967033,0.777297220980304
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32,12, low_bits_5, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [1.         0.99425287 0.99712644 0.99137931 1.        ],0.523510971786834,0.476489028213166,0.865740740740741,1,1,1,0.687242798353909,1,0.5,0.645435244161359,1,0.5,0.881632653061224,1,0.865740740740741
svm_model_N8_B46_E54_nb_zones_4_lab_svd,8,46,54,4, lab, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.94166667 0.95762712 0.92372881 0.91525424 0.94915254],0.598984771573604,0.720812182741117,0.851926977687627,0.97972972972973,0.97972972972973,0.97972972972973,0.658008658008658,0.817204301075269,0.610525227460711,0.780876494023904,0.907407407407407,0.700894714939659,0.864059590316574,0.933601609657948,0.851258882538585
svm_model_N4_B48_E52_nb_zones_6_lab_svd,4,48,52,6, lab, svd,906,302,302,0.6,0.2,0.2, [0.92857143 0.89010989 0.8956044  0.94444444 0.93888889],0.69205298013245,0.675496688741722,0.862251655629139,0.981256890848953,0.98233995584989,0.981236203090508,0.735042735042735,0.871621621621622,0.69555107055107,0.724719101123595,0.871621621621622,0.679317304317304,0.871127633209417,0.938584779706275,0.862853493663913
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52,4, low_bits_5, svdne,678,226,226,0.6,0.2,0.2, [0.80882353 0.75       0.75       0.76470588 0.81343284],0.495575221238938,0.517699115044248,0.761946902654867,0.928792569659443,0.884955752212389,0.932153392330384,0.481818181818182,0.464912280701754,0.495848997493734,0.540084388185654,0.542372881355932,0.516556811048336,0.756119673617407,0.730297723292469,0.76228660762119
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svd,8,46,54,4, low_bits_4_shifted_2, svd,534,178,178,0.6,0.2,0.2, [0.84259259 0.85185185 0.86792453 0.8490566  0.76415094],0.561797752808989,0.49438202247191,0.77752808988764,0.942307692307692,0.917602996254682,0.943820224719101,0.651785714285714,0.776595744680851,0.549012158054711,0.579439252336449,0.72093023255814,0.501769464105157,0.793319415448852,0.850111856823266,0.777200397937592
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,918,306,306,0.6,0.2,0.2, [0.55978261 0.53804348 0.50543478 0.5326087  0.54945055],0.503267973856209,0.519607843137255,0.794771241830065,0.98371335504886,0.986928104575163,0.983660130718954,0.493333333333333,0.503401360544218,0.503273007316134,0.533333333333333,0.51219512195122,0.520182068017863,0.795572916666667,0.793506493506493,0.79477956254272
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52,6, low_bits_4, svd,906,302,302,0.6,0.2,0.2, [0.76923077 0.77472527 0.76373626 0.78888889 0.78888889],0.69205298013245,0.698675496688742,0.774834437086093,0.830065359477124,0.841059602649007,0.827814569536424,0.671378091872792,0.633333333333333,0.691666666666667,0.664206642066421,0.604026845637584,0.697438259420099,0.769021739130435,0.752659574468085,0.774746673777578
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.41044776 0.49253731 0.52238806 0.45522388 0.52238806],0.417040358744395,0.452914798206278,0.769713261648746,0.992592592592593,1,0.992537313432836,0.398148148148148,0.398148148148148,0.4164653784219,0.445454545454546,0.426086956521739,0.45378421900161,0.768676867686769,0.765232974910394,0.769713261648746
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svd,32,0,32, zones, low_bits_2, svd,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.94285714 0.95114943 0.95114943 0.97126437 0.94827586],0.823343848580442,0.864353312302839,0.948653198653198,0.986968838526912,1,0.986796785304248,0.82051282051282,0.752941176470588,0.828851540616246,0.845878136200717,0.802721088435374,0.860184073629452,0.948217317487266,0.94023569023569,0.948653198653199
ensemble_model_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52,4, low_bits_6, svdne,630,210,210,0.6,0.2,0.2, [0.81746032 0.85714286 0.80952381 0.85714286 0.8015873 ],0.566666666666667,0.547619047619048,0.800952380952381,0.962722852512156,0.942857142857143,0.963492063492064,0.619246861924686,0.637931034482759,0.558327219369039,0.609053497942387,0.718446601941748,0.550812086017603,0.8098271155596,0.833333333333333,0.800387596899225
ensemble_model_v2_N8_B0_E8_nb_zones_12_low_bits_6_svdne,8,0,8, zones, low_bits_6, svdne,1800,600,600,0.6,0.2,0.2, [1.         1.         1.         0.99722222 1.        ],0.572916666666667,0.607638888888889,0.900673400673401,1,1,1,0.61198738170347,0.751937984496124,0.589805470235483,0.662686567164179,0.69811320754717,0.597118619277461,0.903752039151713,0.932659932659933,0.900673400673401
ensemble_model_N8_B46_E54_nb_zones_4_lab_svd,8,46,54,4, lab, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.96610169 0.95762712 0.97457627 0.92372881 0.92372881],0.76530612244898,0.688775510204082,0.878818737270876,0.979238754325259,0.959322033898305,0.979661016949152,0.813008130081301,0.943396226415094,0.749475890985325,0.738197424892704,0.851485148514851,0.683637311099531,0.887417218543046,0.934262948207171,0.877548140770252
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svd,4,48,52,6, low_bits_4_shifted_2, svd,924,308,308,0.6,0.2,0.2, [0.7688172  0.8172043  0.79347826 0.76630435 0.77173913],0.555194805194805,0.525974025974026,0.733766233766234,0.858100558659218,0.831168831168831,0.862554112554112,0.605187319884726,0.664556962025316,0.552278481012658,0.580459770114943,0.696551724137931,0.535392426486143,0.742138364779874,0.77124183006536,0.734008011806873
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,694,231,231,0.600346020761246,0.199826989619377,0.199826989619377, [0.85714286 0.85       0.70289855 0.84782609 0.81884058],0.554112554112554,0.567099567099567,0.807093425605536,0.970845481049563,0.959654178674352,0.971181556195965,0.599221789883268,0.712962962962963,0.563798554652213,0.647887323943662,0.773109243697479,0.560661764705882,0.818255908720456,0.874564459930314,0.807557144054504
svm_model_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52,6, low_bits_3, svdne,828,276,276,0.6,0.2,0.2, [0.73493976 0.81325301 0.81927711 0.80120482 0.81097561],0.757246376811594,0.75,0.789855072463768,0.830769230769231,0.91304347826087,0.814009661835749,0.797583081570997,0.949640287769784,0.755842041695111,0.801152737752161,0.965277777777778,0.740214646464646,0.817380352644836,0.931133428981349,0.78840712444675
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54,6, low_bits_3, svdn,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.5483871  0.47282609 0.52173913 0.52717391 0.52173913],0.478827361563518,0.547231270358306,0.57421875,0.605993340732519,0.592190889370933,0.614967462039046,0.420289855072464,0.384105960264901,0.477309390388861,0.50179211469534,0.460526315789474,0.546392190152801,0.550824175824176,0.524869109947644,0.573963052383149
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svd,8,46,54,4, low_bits_4_shifted_2, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.9122807  0.90178571 0.95535714 0.89285714 0.90178571],0.593582887700535,0.625668449197861,0.831196581196581,0.97841726618705,0.96797153024911,0.97864768683274,0.641509433962264,0.772727272727273,0.603535353535354,0.666666666666667,0.823529411764706,0.642156862745098,0.838445807770961,0.903083700440529,0.833284588809476
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.8115942  0.84782609 0.7826087  0.84558824 0.83823529],0.508771929824561,0.464912280701754,0.753064798598949,0.92814371257485,0.903790087463557,0.93002915451895,0.621621621621622,0.779661016949153,0.498921417565485,0.557971014492754,0.68141592920354,0.466794921123509,0.77258064516129,0.834494773519164,0.752634710703244
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54,4, low_bits_4, svdne,612,204,204,0.6,0.2,0.2, [0.79032258 0.80327869 0.79508197 0.7704918  0.71311475],0.617647058823529,0.661764705882353,0.745098039215686,0.825347758887172,0.872549019607843,0.815359477124183,0.663793103448276,0.706422018348624,0.611105746016417,0.720647773279352,0.855769230769231,0.657884615384615,0.769094138543517,0.834296724470135,0.743495667624289
ensemble_model_N4_B48_E52_nb_zones_6_lab_svd,4,48,52,6, lab, svd,972,324,324,0.6,0.2,0.2, [0.95408163 0.9742268  0.96907216 0.96907216 0.95876289],0.719135802469136,0.728395061728395,0.880246913580247,0.984552008238929,0.983539094650206,0.984567901234568,0.750684931506849,0.835365853658537,0.717682926829268,0.770833333333333,0.845714285714286,0.718159156279962,0.887209302325581,0.924848484848485,0.879405374499714
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54,6, low_bits_2, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.54651163 0.5        0.46470588 0.46470588 0.45882353],0.51056338028169,0.53169014084507,0.663853727144866,0.759345794392523,0.761124121779859,0.758782201405152,0.512280701754386,0.521428571428571,0.510714285714286,0.516363636363636,0.476510067114094,0.534551329853343,0.662429378531074,0.655027932960894,0.663916232769399
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54,4, low_bits_6, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.90677966 0.93220339 0.94067797 0.88983051 0.93220339],0.586734693877551,0.551020408163265,0.820773930753564,0.988074957410562,0.983050847457627,0.988135593220339,0.682352941176471,0.878787878787879,0.583723836301156,0.650793650793651,0.836734693877551,0.551020408163265,0.839122486288848,0.932926829268293,0.820545047287208
ensemble_model_v2_N4_B48_E52_nb_zones_4_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,630,210,210,0.6,0.2,0.2, [0.86507937 0.87301587 0.87301587 0.84126984 0.84920635],0.642857142857143,0.566666666666667,0.80952380952381,0.945686900958466,0.93968253968254,0.946031746031746,0.703557312252964,0.89,0.654090909090909,0.656603773584906,0.805555555555556,0.559640522875817,0.825174825174825,0.902485659655832,0.809876605918997
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svd,8,46,54, zones, lab, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.9        0.93333333 0.93333333 0.95762712 0.95762712],0.702020202020202,0.772727272727273,0.887096774193548,0.986440677966102,0.976510067114094,0.986577181208054,0.746781115879828,0.966666666666667,0.724074074074074,0.824902723735409,0.954954954954955,0.747592420006213,0.896296296296296,0.969939879759519,0.886592657932498
svm_model_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52,6, low_bits_2, svdne,788,262,262,0.600609756097561,0.19969512195122,0.19969512195122, [0.74050633 0.7721519  0.77848101 0.75316456 0.73076923],0.839694656488549,0.847328244274809,0.78734756097561,0.763505402160864,0.807106598984772,0.75,0.827868852459016,0.885964912280702,0.845009483167378,0.859154929577465,0.865248226950354,0.845847253971045,0.795003673769287,0.833590138674884,0.787835793319343
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svd,8,46,54, zones, low_bits_4_shifted_2, svd,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.90909091 0.93636364 0.89090909 0.9        0.9       ],0.491803278688525,0.579234972677596,0.802401746724891,0.979890310786106,0.974545454545454,0.98,0.532663316582914,0.646341463414634,0.506339048539,0.635071090047393,0.705263157894737,0.574222488038278,0.810867293625914,0.858407079646018,0.803125953616112
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26,12, low_bits_3, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.91712707 0.9281768  0.93611111 0.91666667 0.91388889],0.793706293706294,0.77972027972028,0.917087542087542,0.959957287773625,0.996674057649667,0.958425720620842,0.811501597444089,0.852348993288591,0.79113800029393,0.796116504854369,0.897810218978102,0.784475579287709,0.921042084168337,0.967171717171717,0.917087542087542
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26,12, low_bits_2, svdn,1632,544,544,0.6,0.2,0.2, [0.87195122 0.89570552 0.89570552 0.86503067 0.8803681 ],0.833333333333333,0.825268817204301,0.89520202020202,0.929398148148148,0.98406862745098,0.925245098039216,0.837696335078534,0.869565217391304,0.833718778908418,0.827586206896552,0.829787234042553,0.825219703977798,0.899879372738239,0.941919191919192,0.89520202020202
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54,4, low_bits_4, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.85245902 0.73770492 0.775      0.79166667 0.83333333],0.587064676616915,0.606965174129353,0.785288270377734,0.910891089108911,0.913907284768212,0.910596026490066,0.613953488372093,0.694736842105263,0.592651439920556,0.651982378854625,0.762886597938144,0.612212529738303,0.793893129770992,0.842105263157895,0.786287006578947
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.79891304 0.78804348 0.7967033  0.78571429 0.73076923],0.694078947368421,0.707236842105263,0.812089356110381,0.884187082405345,0.86870897155361,0.886214442013129,0.722388059701492,0.75625,0.690625,0.711974110032363,0.802919708029197,0.715831111499629,0.814526588845655,0.83289124668435,0.812278956675508
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svd,26,0,26, zones, low_bits_6, svd,1782,594,594,0.6,0.2,0.2, [1.         0.99157303 1.         0.99719101 0.99438202],0.632996632996633,0.616161616161616,0.906144781144781,1,1,1,0.713910761154856,0.906666666666667,0.630204081632653,0.707692307692308,0.938775510204082,0.619387755102041,0.912651782217,0.98063973063973,0.906144781144781
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svd,4,48,52,6, low_bits_4_shifted_2, svd,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.74375    0.80625    0.79375    0.79746835 0.7278481 ],0.6,0.6,0.829562594268477,0.982278481012658,0.974874371859296,0.982412060301508,0.686390532544379,0.865671641791045,0.596957958300103,0.680722891566265,0.856060606060606,0.600962633857371,0.845205479452055,0.92921686746988,0.829412059112583
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32,12, low_bits_6, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.99719101 0.99719101 0.99157303 0.99157303 0.97740113],0.481605351170569,0.518394648829431,0.874158249158249,1,1,1,0.650112866817156,1,0.5,0.682819383259912,1,0.5,0.888224299065421,1,0.874158249158249
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54,4, low_bits_5, svdn,684,228,228,0.6,0.2,0.2, [0.57971014 0.51449275 0.44117647 0.46323529 0.58823529],0.5,0.504385964912281,0.521052631578947,0.531571218795888,0.529239766081871,0.533625730994152,0.508620689655172,0.536363636363636,0.501232665639445,0.464454976303318,0.445454545454546,0.502388289676425,0.51423487544484,0.51423487544484,0.520958268172247
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54,4, low_bits_6, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.88596491 0.84821429 0.83035714 0.89285714 0.8125    ],0.561497326203209,0.550802139037433,0.808760683760684,0.976991150442478,0.98220640569395,0.976868327402135,0.613207547169811,0.783132530120482,0.583873957367933,0.607476635514019,0.714285714285714,0.555059523809524,0.819374369323915,0.892307692307692,0.811018711018711
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_3_svdne,16,0,16, zones, low_bits_3, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.98579545 0.98295455 0.99147727 0.98857143 0.98857143],0.858064516129032,0.841935483870968,0.958333333333333,0.996579247434436,0.995444191343963,0.996583143507973,0.870588235294118,0.986666666666667,0.862083333333334,0.864265927977839,0.975,0.8375,0.959674134419552,0.991582491582492,0.958333333333333
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_4_shifted_2_svdne,40,0,40, zones, low_bits_4_shifted_2, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [1.         1.         1.         1.         0.99655172],0.637744034707158,0.657266811279826,0.863215488215488,1,1,1,0.685499058380414,0.808888888888889,0.641732580037665,0.70631970260223,0.805084745762712,0.653653483992467,0.871185097106619,0.925084175084175,0.863215488215488
svm_model_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54,4, lab, svdn,576,192,192,0.6,0.2,0.2, [0.62068966 0.59482759 0.59482759 0.61403509 0.65789474],0.489583333333333,0.505208333333333,0.704166666666667,0.849087893864013,0.888888888888889,0.842013888888889,0.546296296296296,0.641304347826087,0.495652173913043,0.558139534883721,0.631578947368421,0.506511123168747,0.725338491295938,0.789473684210526,0.705046120455779
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svd,26,0,26, zones, low_bits_5, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [1.         1.         1.         0.99162011 0.99162011],0.572413793103448,0.6,0.898989898989899,1,1,1,0.663043478260869,0.897058823529412,0.591386554621849,0.704081632653061,0.896103896103896,0.580404889228419,0.906103286384976,0.974747474747475,0.898989898989899
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svd,4,48,52, zones, lab, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.88505747 0.90804598 0.89655172 0.9137931  0.84883721],0.664359861591695,0.636678200692042,0.832641770401106,0.952718676122931,0.928571428571429,0.953917050691244,0.69969040247678,0.904,0.692853658536585,0.680851063829787,0.848484848484848,0.653541787299749,0.83845126835781,0.908827785817656,0.835870846551212
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54,6, low_bits_3, svdn,804,268,268,0.6,0.2,0.2, [0.47530864 0.5        0.525      0.49375    0.43125   ],0.466417910447761,0.488805970149254,0.791044776119403,1,1,1,0.464419475655431,0.459259259259259,0.466471734892788,0.462745098039216,0.446969696969697,0.48819073083779,0.788838612368024,0.781763826606876,0.79103094460001
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52,6, low_bits_5, svd,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.71276596 0.66489362 0.78494624 0.69354839 0.80645161],0.543408360128617,0.540192926045016,0.74293059125964,0.873208379272326,0.84796573875803,0.876873661670235,0.56969696969697,0.594936708860759,0.542566393646066,0.56,0.619047619047619,0.544279907084785,0.743918053777209,0.752590673575129,0.743004520461034
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52,6, low_bits_3, svdne,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.83673469 0.83673469 0.84183673 0.84693878 0.79591837],0.760736196319018,0.776073619631902,0.861519607843137,0.925668979187314,0.953061224489796,0.923469387755102,0.773255813953488,0.841772151898734,0.763147980711272,0.798898071625344,0.847953216374269,0.772363704961328,0.868298368298368,0.90964590964591,0.861342020013607
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.78813559 0.80508475 0.88793103 0.85344828 0.81896552],0.608247422680412,0.701030927835051,0.818930041152263,0.928082191780822,0.928082191780822,0.928082191780822,0.663716814159292,0.789473684210526,0.61190855927698,0.754237288135593,0.908163265306122,0.698873299319728,0.831739961759082,0.896907216494845,0.819090158555431
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [1.         1.         0.99679487 1.         1.        ],0.724390243902439,0.690243902439024,0.898989898989899,1,1,1,0.737819025522042,0.764423076923077,0.72379569687738,0.705336426914153,0.752475247524752,0.691141469916222,0.900744416873449,0.916666666666667,0.898989898989899
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40,12, low_bits_4, svd,1686,562,562,0.6,0.2,0.2, [1.         0.99704142 1.         0.99702381 1.        ],0.481159420289855,0.498550724637681,0.851851851851852,1,1,1,0.649706457925636,0.976470588235294,0.488235294117647,0.665377176015474,0.982857142857143,0.491428571428571,0.87030213706706,0.994107744107744,0.851851851851852
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52,6, low_bits_6, svd,912,304,304,0.6,0.2,0.2, [0.76630435 0.81868132 0.71978022 0.78021978 0.79120879],0.641447368421053,0.618421052631579,0.748026315789474,0.821266968325792,0.796052631578947,0.826754385964912,0.662538699690402,0.722972972972973,0.643537768537769,0.654761904761905,0.700636942675159,0.615624593786559,0.751782242384964,0.76215505913272,0.748007700844357
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svdn,16,0,16, zones, low_bits_6, svdn,1812,604,604,0.6,0.2,0.2, [0.98901099 0.98618785 0.98342541 0.98342541 0.98895028],0.578014184397163,0.581560283687943,0.900252525252525,1,1,1,0.644776119402985,0.818181818181818,0.592424242424243,0.674033149171271,0.813333333333333,0.565757575757576,0.905540055799123,0.956228956228956,0.900252525252525
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.84920635 0.87301587 0.84920635 0.84677419 0.90322581],0.543269230769231,0.548076923076923,0.798464491362764,0.965853658536585,0.94888178913738,0.966453674121406,0.527363184079602,0.514563106796116,0.542995839112344,0.548076923076923,0.542857142857143,0.548127600554785,0.794921875,0.781190019193858,0.798464491362764
ensemble_model_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40,10, low_bits_5, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [1.         0.99346405 1.         0.99019608 0.99346405],0.658767772511848,0.665876777251185,0.87962962962963,0.999346832135859,0.998694516971279,0.99934725848564,0.612903225806452,0.550724637681159,0.656757667677789,0.646616541353384,0.6,0.667149758454106,0.875760208514335,0.848484848484848,0.87962962962963
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54,6, low_bits_2, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.47530864 0.47530864 0.5        0.51875    0.45      ],0.492537313432836,0.514925373134328,0.801788375558867,1,1,1,0.503649635036496,0.48936170212766,0.492712347126822,0.518518518518518,0.518518518518518,0.51489835700362,0.802962962962963,0.798232695139912,0.801831279696653
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58,4, low_bits_3, svd,546,182,182,0.6,0.2,0.2, [0.74545455 0.74545455 0.81818182 0.80555556 0.75      ],0.813186813186813,0.71978021978022,0.782417582417582,0.791127541589649,0.783882783882784,0.793040293040293,0.838095238095238,0.888888888888889,0.805890227576974,0.751219512195122,0.865168539325843,0.722906850308082,0.792887029288703,0.822125813449024,0.781886960176628
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54,4, low_bits_5, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.55084746 0.44915254 0.49137931 0.51724138 0.56034483],0.520618556701031,0.530927835051546,0.810699588477366,1,1,1,0.518134715025907,0.490196078431373,0.522271952259165,0.538071065989848,0.519607843137255,0.53154305200341,0.811088295687885,0.796370967741936,0.811000609921388
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52,6, low_bits_2, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.75824176 0.7967033  0.68131868 0.77472527 0.72777778],0.827814569536424,0.834437086092715,0.814814814814815,0.813025210084034,0.852422907488987,0.803964757709251,0.840490797546012,0.83030303030303,0.827560274275603,0.828767123287671,0.801324503311258,0.834437086092715,0.821656050955414,0.837662337662338,0.814383729478069
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svd,4,48,52, zones, low_bits_4_shifted_2, svd,780,260,260,0.6,0.2,0.2, [0.81410256 0.79487179 0.78846154 0.75641026 0.76282051],0.573076923076923,0.592307692307692,0.795384615384615,0.934926958831341,0.902564102564103,0.937179487179487,0.656346749226006,0.75177304964539,0.556558793730258,0.66875,0.786764705882353,0.582898481973434,0.80945558739255,0.847076461769115,0.793996366745537
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdn,8,46,54,4, low_bits_4_shifted_2, svdn,722,240,240,0.600665557404326,0.199667221297837,0.199667221297837, [0.54109589 0.59027778 0.57638889 0.5        0.45138889],0.495833333333333,0.495833333333333,0.668885191347754,0.781512605042017,0.772853185595568,0.78393351800554,0.457399103139013,0.451327433628319,0.49338025224723,0.510121457489879,0.508064516129032,0.495411568409344,0.663851351351351,0.657190635451505,0.668827105805223
ensemble_model_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54,4, lab, svdn,510,170,170,0.6,0.2,0.2, [0.49019608 0.67647059 0.64705882 0.65686275 0.61764706],0.5,0.517647058823529,0.802352941176471,0.998043052837573,1,0.998039215686274,0.593301435406699,0.688888888888889,0.488194444444444,0.605769230769231,0.670212765957447,0.49958006718925,0.818965517241379,0.865603644646925,0.800198415997428
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52,6, low_bits_4, svdn,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.5443038  0.53846154 0.54487179 0.58974359 0.48717949],0.511538461538462,0.461538461538462,0.529185867895545,0.494152046783626,0.432225063938619,0.557544757033248,0.454935622317597,0.404580152671756,0.512367595715723,0.391304347826087,0.321428571428571,0.473214285714286,0.465562336530078,0.403323262839879,0.53134913141994
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdn,16,0,16, zones, low_bits_4_shifted_2, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.99447514 0.98895028 0.99447514 0.97790055 0.97790055],0.583038869257951,0.554770318021201,0.897306397306397,1,1,1,0.677595628415301,0.855172413793103,0.576136931534233,0.64,0.811594202898551,0.560969515242379,0.903404592240697,0.96043771043771,0.897306397306397
ensemble_model_N32_B0_E32_nb_zones_12_lab_svd,32,0,32,12, lab, svd,1710,570,570,0.6,0.2,0.2, [1.         1.         1.         1.         0.99415205],0.570570570570571,0.522522522522523,0.872895622895623,1,1,1,0.674259681093394,0.855491329479769,0.558995664739884,0.631090487238979,0.85,0.534826589595376,0.882945736434109,0.958754208754209,0.872895622895623
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26,12, low_bits_4, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.97413793 0.9683908  0.97701149 0.98265896 0.96820809],0.70625,0.7125,0.917929292929293,0.994818652849741,0.995391705069124,0.994815668202765,0.752631578947368,0.89375,0.70625,0.748633879781421,0.85625,0.7125,0.921465968586387,0.962962962962963,0.917929292929293
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_2_svdne,16,0,16, zones, low_bits_2, svdne,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.95721925 0.95187166 0.94117647 0.95989305 0.94117647],0.849802371541502,0.885375494071146,0.957070707070707,0.981627296587926,1,0.981283422459893,0.856060606060606,0.933884297520661,0.853305785123967,0.895306859205776,0.939393939393939,0.882920110192837,0.958299264104661,0.986531986531986,0.957070707070707
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54,4, low_bits_6, svdn,564,188,188,0.6,0.2,0.2, [0.46491228 0.42982456 0.39285714 0.45535714 0.42857143],0.48936170212766,0.515957446808511,0.59468085106383,0.690095846645368,0.765957446808511,0.656028368794326,0.555555555555556,0.652173913043478,0.492753623188406,0.576744186046512,0.645833333333333,0.513134057971014,0.639545884578997,0.719148936170213,0.59468085106383
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52,6, low_bits_5, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.77472527 0.81318681 0.79120879 0.8021978  0.81868132],0.491749174917492,0.518151815181518,0.775065963060686,0.954895489548955,0.953846153846154,0.954945054945055,0.564971751412429,0.680272108843537,0.497187336473051,0.589887640449438,0.648148148148148,0.508471237194641,0.789376158122298,0.836387434554974,0.774576696000891
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,528,176,176,0.6,0.2,0.2, [0.49056604 0.46226415 0.47169811 0.47169811 0.51923077],0.534090909090909,0.573863636363636,0.815909090909091,0.990583804143126,0.996212121212121,0.990530303030303,0.534090909090909,0.552941176470588,0.534712346477052,0.566473988439306,0.6125,0.577083333333333,0.815909090909091,0.836829836829837,0.816419353004719
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58,4, low_bits_3, svd,642,214,214,0.6,0.2,0.2, [0.83846154 0.8671875  0.8515625  0.859375   0.84375   ],0.827102803738318,0.761682242990654,0.857009345794392,0.898278560250391,0.894080996884735,0.898753894080997,0.812182741116751,0.8,0.825438596491228,0.743718592964824,0.704761904761905,0.760637833114897,0.852173913043478,0.838403041825095,0.856701520912547
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdn,8,46,54,4, low_bits_4_shifted_2, svdn,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.42307692 0.44230769 0.44117647 0.43137255 0.5       ],0.467836257309942,0.52046783625731,0.797897196261682,1,1,1,0.502732240437158,0.522727272727273,0.46618291347207,0.563829787234043,0.588888888888889,0.516666666666667,0.8045197740113,0.818390804597701,0.797556447429492
svm_model_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52,6, lab, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.52941176 0.51176471 0.55357143 0.51190476 0.48809524],0.516014234875445,0.583629893238434,0.583214793741109,0.550607287449393,0.483412322274882,0.605450236966825,0.527777777777778,0.490322580645161,0.518970814132104,0.497854077253219,0.46031746031746,0.572094214029698,0.535657686212361,0.480796586059744,0.58321479374111
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54,6, low_bits_4, svd,894,298,298,0.6,0.2,0.2, [0.77222222 0.73333333 0.76966292 0.74719101 0.7247191 ],0.644295302013423,0.657718120805369,0.748993288590604,0.809195402298851,0.787472035794183,0.814317673378076,0.664556962025316,0.704697986577181,0.644295302013423,0.679245283018868,0.755244755244755,0.661493345364313,0.751329787234043,0.764546684709066,0.749117550077569
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svdn,8,46,54, zones, lab, svdn,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.67241379 0.67241379 0.61403509 0.65789474 0.57894737],0.460732984293194,0.429319371727749,0.75418410041841,0.960413080895009,0.97212543554007,0.95993031358885,0.502415458937198,0.536082474226804,0.45953059881553,0.488262910798122,0.547368421052632,0.429934210526316,0.765234765234765,0.799582463465553,0.754088925653112
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svdn,16,0,16, zones, low_bits_5, svdn,1892,630,630,0.600253807106599,0.1998730964467,0.1998730964467, [0.98421053 0.99470899 0.98412698 0.97619048 0.96825397],0.475206611570248,0.520661157024793,0.894360269360269,0.995767195767196,0.994714587737844,0.995771670190275,0.538181818181818,0.60655737704918,0.474112021857924,0.557251908396947,0.608333333333333,0.521379781420765,0.896580140090647,0.915824915824916,0.894360269360269
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.79444444 0.83888889 0.83888889 0.85       0.78651685],0.775919732441472,0.725752508361204,0.824197860962567,0.877155172413793,0.906458797327394,0.873051224944321,0.8,0.842767295597484,0.771383647798742,0.74375,0.832167832167832,0.73018648018648,0.833859759949463,0.878828229027963,0.823977872903243
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.81325301 0.81927711 0.79518072 0.78915663 0.86746988],0.797101449275362,0.800724637681159,0.854558610709117,0.895104895104895,0.925301204819277,0.891566265060241,0.798561151079137,0.787234042553192,0.797320724980299,0.8014440433213,0.776223776223776,0.801645722698354,0.857749469214437,0.866952789699571,0.854413437309522
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svd,26,0,26, zones, lab, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [1.         1.         0.99435028 1.         0.99435028],0.528239202657807,0.541528239202658,0.882154882154882,1,1,1,0.672811059907834,0.960526315789473,0.523887318968562,0.668269230769231,0.932885906040268,0.545390321441187,0.893292682926829,0.986531986531986,0.882154882154882
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52,6, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.87368421 0.82105263 0.81052632 0.83157895 0.77659574],0.518987341772152,0.572784810126582,0.812025316455696,0.989339019189766,0.978902953586498,0.989451476793249,0.593582887700535,0.720779220779221,0.523969857303191,0.63013698630137,0.751633986928105,0.578270981194114,0.822898032200358,0.88348271446863,0.81283021831066
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16,12, low_bits_4, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.99722222 0.9972067  0.9972067  0.9972067  1.        ],0.654109589041096,0.681506849315068,0.918350168350168,1,1,1,0.694864048338369,0.737179487179487,0.648001508295626,0.693069306930693,0.772058823529412,0.687311463046757,0.920032976092333,0.939393939393939,0.918350168350168
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svd,32,0,32, zones, low_bits_4, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [1.         0.99715909 0.99714286 1.         1.        ],0.723472668810289,0.739549839228296,0.929713804713805,1,1,1,0.776041666666667,0.973856209150327,0.727434433689087,0.790697674418605,0.968354430379747,0.735811202117978,0.933861386138614,0.992424242424242,0.929713804713805
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svd,26,0,26, zones, low_bits_4_shifted_2, svd,1704,568,568,0.6,0.2,0.2, [0.99707602 1.         0.99705882 1.         0.98529412],0.645833333333333,0.601190476190476,0.893518518518519,1,1,1,0.687664041994751,0.752873563218391,0.641868880374628,0.639784946236559,0.734567901234568,0.605789697743721,0.897028897028897,0.927609427609428,0.893518518518519
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.49425287 0.48837209 0.52325581 0.51162791 0.50581395],0.522648083623693,0.533101045296167,0.807103064066852,0.993055555555556,0.995359628770302,0.993039443155452,0.565079365079365,0.593333333333333,0.519294403892944,0.58641975308642,0.579268292682927,0.525406504065041,0.815701929474385,0.822818791946309,0.806488990763314
svm_model_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54,4, low_bits_5, svdne,576,192,192,0.6,0.2,0.2, [0.81034483 0.88793103 0.84482759 0.86842105 0.85964912],0.546875,0.46875,0.748958333333333,0.909090909090909,0.902777777777778,0.909722222222222,0.567164179104478,0.606382978723404,0.548089448545376,0.509615384615385,0.623529411764706,0.484661902144035,0.754332313965342,0.792291220556745,0.750100985531922
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32,12, low_bits_3, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.91477273 0.89204545 0.94034091 0.92285714 0.92      ],0.783870967741935,0.764516129032258,0.884259259259259,0.927923117992525,0.989749430523918,0.923120728929385,0.82687338501292,0.975609756097561,0.772051453391246,0.789625360230547,0.938356164383562,0.774056130972269,0.89451476793249,0.981481481481482,0.884259259259259
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58,4, low_bits_2, svd,642,214,214,0.6,0.2,0.2, [0.83076923 0.796875   0.7890625  0.8359375  0.828125  ],0.803738317757009,0.799065420560748,0.816822429906542,0.820097244732577,0.78816199376947,0.827102803738318,0.818965517241379,0.871559633027523,0.802446483180428,0.808888888888889,0.834862385321101,0.798383573612931,0.817504655493482,0.814471243042672,0.816840141295347
svm_model_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54,4, lab, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.9921875 0.9609375 0.9921875 0.96875   0.9375   ],0.779342723004695,0.779342723004695,0.904315196998124,0.987421383647799,0.98125,0.9875,0.803347280334728,0.872727272727273,0.776169461606355,0.8,0.846846846846847,0.776364599894012,0.908108108108108,0.931608133086876,0.903899304638676
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54,4, low_bits_6, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.48333333 0.49166667 0.5        0.55       0.54237288],0.482412060301508,0.467336683417086,0.790160642570281,1,1,1,0.449197860962567,0.432989690721649,0.481200727713766,0.475247524752475,0.48,0.467272727272727,0.788247213779129,0.784274193548387,0.790137096774193
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdn,8,46,54, zones, low_bits_4_shifted_2, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.44736842 0.42105263 0.56140351 0.50877193 0.50892857],0.507936507936508,0.507936507936508,0.793868921775899,0.984182776801406,0.985915492957746,0.984154929577465,0.486187845303867,0.473118279569893,0.50739247311828,0.480446927374302,0.48314606741573,0.506573033707865,0.790096878363832,0.78755364806867,0.793776824034335
ensemble_model_v2_N40_B0_E40_nb_zones_10_lab_svdne,40,0,40, zones, lab, svdne,1464,488,488,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.712719298245614,0.719298245614035,0.890993265993266,1,1,1,0.72651356993737,0.763157894736842,0.712719298245614,0.734439834024896,0.776315789473684,0.719298245614035,0.89319587628866,0.911616161616161,0.890993265993266
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdn,4,48,52,6, low_bits_4_shifted_2, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.5        0.48863636 0.54545455 0.53409091 0.57471264],0.482876712328767,0.496575342465753,0.59781121751026,0.669703872437358,0.669703872437358,0.669703872437358,0.462633451957295,0.433333333333333,0.484272300469484,0.505050505050505,0.5,0.496478873239437,0.596153846153846,0.587280108254398,0.597927744307005
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.84057971 0.75735294 0.85294118 0.79411765 0.79411765],0.762114537444934,0.779735682819383,0.859154929577465,0.918840579710145,0.929618768328445,0.917888563049853,0.807142857142857,0.91869918699187,0.747811131957473,0.796747967479675,0.91588785046729,0.787110591900311,0.868421052631579,0.924693520140105,0.858806937061203
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.49468085 0.53723404 0.54255319 0.55851064 0.51595745],0.533546325878594,0.504792332268371,0.802681992337165,0.991489361702127,0.991489361702127,0.991489361702127,0.535031847133758,0.545454545454545,0.533733562035449,0.507936507936508,0.516129032258065,0.504899959167007,0.803059273422562,0.808729139922978,0.802712727521845
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svdn,16,0,16, zones, lab, svdn,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.98901099 0.99725275 0.99450549 0.98342541 0.98895028],0.482142857142857,0.496428571428571,0.87962962962963,1,1,1,0.589235127478753,0.764705882352941,0.48999183006536,0.617886178861789,0.791666666666667,0.487745098039216,0.887312844759653,0.947811447811448,0.879629629629629
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52,6, low_bits_4, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.53370787 0.50561798 0.46067416 0.47752809 0.48314607],0.597972972972973,0.496621621621622,0.819163292847503,1,1,1,0.599326599326599,0.577922077922078,0.598820193890616,0.498316498316498,0.490066225165563,0.496757250513816,0.819407008086253,0.810666666666667,0.819267759562841
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40,12, low_bits_3, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.98579545 1.         0.98285714 0.97714286 0.99428571],0.845659163987138,0.832797427652733,0.957912457912458,1,1,1,0.86046511627907,0.936708860759494,0.844171423843799,0.847953216374269,0.947712418300653,0.834615702821213,0.959016393442623,0.984848484848485,0.957912457912458
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.80107527 0.80645161 0.75268817 0.81521739 0.77173913],0.477272727272727,0.519480519480519,0.736057068741894,0.897916666666667,0.930885529157667,0.894168466522678,0.57742782152231,0.69620253164557,0.471434599156118,0.606382978723404,0.721518987341772,0.514092827004219,0.762958648806057,0.840821566110398,0.734958620538816
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54,4, low_bits_5, svdne,546,182,182,0.6,0.2,0.2, [0.91818182 0.81818182 0.90909091 0.81481481 0.87037037],0.576923076923077,0.565934065934066,0.802197802197802,0.955390334572491,0.941391941391941,0.956043956043956,0.596858638743455,0.670588235294118,0.58271679805943,0.639269406392694,0.7,0.551219512195122,0.810126582278481,0.838427947598253,0.801957336630985
ensemble_model_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54,4, lab, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.99152542 0.95762712 1.         0.98275862 1.        ],0.737113402061856,0.757731958762887,0.898148148148148,0.998284734133791,0.996575342465753,0.998287671232877,0.773333333333333,0.945652173913044,0.74733589087809,0.798283261802575,0.96875,0.759885204081633,0.904899135446686,0.98125,0.899161585365854
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,906,302,302,0.6,0.2,0.2, [0.8021978  0.81868132 0.86813187 0.82222222 0.82222222],0.589403973509934,0.566225165562914,0.820529801324503,0.98233995584989,0.98233995584989,0.98233995584989,0.666666666666667,0.75609756097561,0.573700954400848,0.624641833810888,0.762237762237762,0.576087434578001,0.833435771358328,0.892105263157895,0.820052631578947
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58,4, low_bits_2, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.82727273 0.81818182 0.84545455 0.72727273 0.80555556],0.851648351648352,0.769230769230769,0.824561403508772,0.837209302325581,0.854014598540146,0.833941605839416,0.857142857142857,0.931034482758621,0.854990925589837,0.783505154639175,0.904761904761905,0.77891156462585,0.830148619957537,0.878651685393258,0.825835478670933
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54,6, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.75268817 0.82065217 0.78804348 0.76086957 0.78804348],0.654723127035831,0.680781758957655,0.836588541666667,0.94940796555436,0.956616052060738,0.949023861171366,0.67283950617284,0.741496598639456,0.658248299319728,0.721590909090909,0.751479289940828,0.672841094245777,0.843613707165109,0.871299871299871,0.836176944872597
svm_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdne,8,46,54,4, low_bits_4_shifted_2, svdne,606,202,202,0.6,0.2,0.2, [0.83606557 0.8442623  0.80327869 0.79166667 0.81666667],0.534653465346535,0.623762376237624,0.75049504950495,0.859106529209622,0.825082508250825,0.864686468646865,0.624,0.728971962616822,0.522380718150516,0.669565217391304,0.785714285714286,0.628434065934066,0.76271186440678,0.797244094488189,0.750215672742102
svm_model_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54,6, low_bits_3, svdne,846,282,282,0.6,0.2,0.2, [0.72941176 0.74117647 0.72941176 0.72619048 0.73214286],0.840425531914894,0.861702127659574,0.782978723404255,0.753333333333333,0.801418439716312,0.73758865248227,0.838709677419355,0.806896551724138,0.841404480241631,0.857142857142857,0.847826086956522,0.861413043478261,0.789256198347107,0.811614730878187,0.782938047257275
ensemble_model_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52,6, lab, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.58241758 0.56593407 0.6043956  0.60989011 0.62637363],0.495049504950495,0.495049504950495,0.781002638522427,0.971491228070175,0.973626373626374,0.971428571428572,0.498360655737705,0.531468531468531,0.496984265734266,0.523364485981308,0.538461538461538,0.493720565149137,0.784135240572172,0.79973474801061,0.78110096980583
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,582,194,194,0.6,0.2,0.2, [0.55932203 0.51724138 0.62068966 0.55172414 0.43965517],0.484536082474227,0.489690721649485,0.787628865979381,0.988074957410562,0.996563573883162,0.987972508591065,0.468085106382979,0.483516483516483,0.484476688360184,0.512315270935961,0.559139784946237,0.492441179601831,0.789366053169734,0.812631578947368,0.788133971291866
ensemble_model_v2_N8_B46_E54_nb_zones_4_lab_svdne,8,46,54, zones, lab, svdne,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [0.94444444 0.97222222 0.98148148 0.96226415 0.97169811],0.679775280898876,0.764044943820225,0.885650224215246,0.994392523364486,0.992537313432836,0.994402985074627,0.71356783919598,0.845238095238095,0.688576494427558,0.785714285714286,0.885057471264368,0.766704559808008,0.890322580645161,0.943052391799544,0.886537233427366
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58,4, low_bits_3, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.56451613 0.69354839 0.42622951 0.54918033 0.67213115],0.573529411764706,0.5,0.564579256360078,0.606153846153846,0.641693811074919,0.583061889250814,0.616740088105727,0.636363636363636,0.568181818181818,0.556521739130435,0.64,0.502692307692308,0.598012646793135,0.640232108317215,0.563680410594251
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svdn,26,0,26, zones, low_bits_3, svdn,1676,558,558,0.600286532951289,0.199856733524355,0.199856733524355, [0.95535714 0.92559524 0.91666667 0.94311377 0.92814371],0.811428571428571,0.774285714285714,0.931397306397306,0.98936170212766,0.998806682577566,0.989260143198091,0.831632653061225,0.953216374269006,0.814597013950145,0.808716707021792,0.932960893854749,0.770574014178836,0.934721665999199,0.982323232323232,0.931397306397306
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.87068966 0.82758621 0.80172414 0.86206897 0.85087719],0.510416666666667,0.494791666666667,0.778586278586279,0.96113074204947,0.941176470588235,0.961937716262976,0.543689320388349,0.543689320388349,0.50779971637395,0.565022421524664,0.611650485436893,0.485600523617323,0.785929648241206,0.78989898989899,0.77824713948911
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32,12, low_bits_2, svdn,1794,598,598,0.6,0.2,0.2, [0.86944444 0.87222222 0.8575419  0.86871508 0.86592179],0.927835051546392,0.872852233676976,0.896464646464647,0.901156677181914,0.955406911928651,0.89520624303233,0.931596091205212,1,0.929054054054054,0.886850152905199,0.97972972972973,0.870983745983746,0.902996845425868,0.963804713804714,0.896464646464646
svm_model_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54,6, low_bits_2, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.81818182 0.82183908 0.81034483 0.7816092  0.77011494],0.8,0.841379310344828,0.808539944903581,0.811688311688312,0.860091743119266,0.80045871559633,0.794326241134752,0.746666666666667,0.801904761904762,0.847682119205298,0.815286624203822,0.843733537665821,0.815649867374005,0.827725437415882,0.808079926042214
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40,12, low_bits_2, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.94808743 0.93956044 0.95604396 0.92307692 0.9532967 ],0.855595667870036,0.819494584837545,0.952020202020202,0.986998916576381,1,0.986827661909989,0.87012987012987,0.964028776978417,0.85520279428631,0.837662337662337,0.934782608695652,0.819909289959337,0.953696181965882,0.988215488215488,0.952020202020202
svm_model_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54,4, low_bits_6, svdne,486,162,162,0.6,0.2,0.2, [0.79591837 0.76530612 0.78571429 0.8125     0.78125   ],0.641975308641975,0.598765432098765,0.795061728395062,0.908315565031983,0.876543209876543,0.911522633744856,0.650602409638554,0.692307692307692,0.643772893772894,0.596273291925466,0.657534246575342,0.604048022164076,0.791457286432161,0.799492385786802,0.795178885201093
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdne,8,46,54,4, low_bits_4_shifted_2, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.890625   0.8968254  0.94444444 0.88888889 0.83333333],0.70952380952381,0.676190476190476,0.856463878326996,0.964401294498382,0.943037974683544,0.965189873417721,0.748971193415638,0.8125,0.702168367346939,0.728,0.827272727272727,0.668636363636364,0.864086408640864,0.892193308550186,0.855629728205054
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.81884058 0.80882353 0.83823529 0.82352941 0.88235294],0.79295154185022,0.748898678414097,0.859154929577465,0.92112676056338,0.958944281524927,0.917888563049853,0.80168776371308,0.855855855855856,0.794307238272756,0.751091703056769,0.767857142857143,0.749145962732919,0.863945578231292,0.900709219858156,0.859445519019987
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svd,32,0,32,12, low_bits_4_shifted_2, svd,1746,582,582,0.6,0.2,0.2, [0.99714286 0.99142857 0.99714286 0.99137931 0.99137931],0.533333333333333,0.507936507936508,0.872895622895623,1,1,1,0.683870967741936,0.981481481481482,0.520152505446623,0.657836644591611,0.973856209150327,0.520878721859114,0.886636636636637,0.994107744107744,0.872895622895623
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svdn,26,0,26, zones, low_bits_2, svdn,1710,570,570,0.6,0.2,0.2, [0.9005848  0.9005848  0.92105263 0.93567251 0.90643275],0.846846846846847,0.825825825825826,0.923400673400673,0.95887323943662,0.995321637426901,0.957309941520468,0.861035422343324,0.93491124260355,0.84550440178958,0.837078651685393,0.908536585365854,0.827049357771684,0.927141713370696,0.974747474747475,0.923400673400673
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32,12, low_bits_5, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.99710983 0.99710983 1.         0.99709302 0.99709302],0.6,0.667692307692308,0.89983164983165,1,1,1,0.694835680751174,1,0.632768361581921,0.765217391304348,0.994350282485876,0.635688654756451,0.908882082695253,0.999158249158249,0.89983164983165
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdn,4,48,52,6, low_bits_4_shifted_2, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.46629213 0.49438202 0.48876404 0.49438202 0.44382022],0.537162162162162,0.510135135135135,0.809716599190283,1,1,1,0.550819672131147,0.528301886792453,0.537873571133453,0.494773519163763,0.507142857142857,0.509981684981685,0.809716599190283,0.806451612903226,0.809729871492263
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52,6, low_bits_5, svdn,804,268,268,0.6,0.2,0.2, [0.48148148 0.50617284 0.5125     0.53125    0.49375   ],0.477611940298507,0.5,0.512686567164179,0.500658761528327,0.472636815920398,0.528606965174129,0.421487603305785,0.375,0.479166666666667,0.48062015503876,0.473282442748092,0.499414944001783,0.481334392374901,0.452914798206278,0.512597488521917
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.4494382  0.53370787 0.46067416 0.55617978 0.50561798],0.530405405405405,0.452702702702703,0.792172739541161,0.992125984251968,0.991011235955056,0.992134831460674,0.531986531986532,0.544827586206897,0.530691938798813,0.452702702702703,0.458904109589041,0.452785388127854,0.79217273954116,0.797554347826087,0.792208809301783
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52,6, low_bits_6, svdn,846,282,282,0.6,0.2,0.2, [0.52941176 0.47058824 0.50588235 0.46428571 0.51190476],0.531914893617021,0.478723404255319,0.539716312056738,0.58980044345898,0.628841607565012,0.562647754137116,0.576923076923077,0.576923076923077,0.526556776556776,0.524271844660194,0.618320610687023,0.487968252363379,0.573867367038739,0.615492957746479,0.539175050301811
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52,8, low_bits_2, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.82627119 0.86864407 0.83474576 0.79661017 0.82627119],0.796437659033079,0.796437659033079,0.817395727365208,0.83375104427736,0.845762711864407,0.83135593220339,0.814814814814815,0.897959183673469,0.796695327877344,0.818181818181818,0.904522613065327,0.795044811687302,0.82648622522958,0.868020304568528,0.817292517218005
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54,6, low_bits_3, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.84831461 0.78651685 0.80898876 0.82386364 0.80681818],0.813559322033898,0.833898305084746,0.840785907859079,0.854928017718715,0.871331828442438,0.852144469525959,0.818481848184818,0.8,0.814285714285714,0.830449826989619,0.827586206896552,0.833793103448276,0.842809364548495,0.847913862718708,0.840737286066039
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58,4, low_bits_3, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.45689655 0.46491228 0.5877193  0.52631579 0.65789474],0.58421052631579,0.494736842105263,0.816176470588235,1,1,1,0.606965174129353,0.622448979591837,0.582963620230701,0.524752475247525,0.540816326530612,0.493234250221828,0.82051282051282,0.829875518672199,0.816001589123334
svm_model_N8_B46_E54_nb_zones_6_lab_svd,8,46,54,6, lab, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.94382022 0.94382022 0.96067416 0.95454545 0.97727273],0.640677966101695,0.708474576271186,0.855013550135501,0.974770642201835,0.959367945823928,0.975169300225734,0.716577540106952,0.917808219178082,0.643467867978303,0.763736263736264,0.920529801324503,0.703320456217807,0.867080745341615,0.943243243243243,0.854773795534665
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1030,343,343,0.6002331002331,0.19988344988345,0.19988344988345, [0.87864078 0.83009709 0.86407767 0.88349515 0.87864078],0.629737609329446,0.635568513119534,0.817599067599068,0.939303482587065,0.916504854368932,0.940776699029126,0.692493946731235,0.82183908045977,0.626895871590832,0.700239808153477,0.824858757062147,0.629296848410591,0.829427792915531,0.878752886836028,0.817023502241543
ensemble_model_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54,4, low_bits_6, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.8559322  0.88983051 0.86440678 0.89830508 0.84745763],0.586734693877551,0.556122448979592,0.804480651731161,0.95959595959596,0.966101694915254,0.959322033898305,0.666666666666667,0.818181818181818,0.584348641049672,0.66147859922179,0.841584158415841,0.547107868681605,0.824497257769653,0.911111111111111,0.803604836869724
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52,8, low_bits_3, svd,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.76744186 0.79844961 0.79457364 0.77131783 0.80859375],0.785547785547786,0.806526806526806,0.793103448275862,0.808267997148966,0.880434782608696,0.791149068322981,0.772277227722772,0.795918367346939,0.786371200840851,0.813483146067416,0.790393013100437,0.807696506550218,0.802841918294849,0.845650140318054,0.793298607763484
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_4_shifted_2_svdne,8,46,54, zones, low_bits_4_shifted_2, svdne,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.84328358 0.87313433 0.8880597  0.85820896 0.89393939],0.572072072072072,0.572072072072072,0.809352517985611,0.966360856269113,0.946107784431138,0.967065868263473,0.675767918088737,0.838983050847458,0.554106910039113,0.666666666666667,0.84070796460177,0.567142973126573,0.827922077922078,0.902654867256637,0.807817378783712
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54,6, low_bits_5, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.80555556 0.80898876 0.80898876 0.84269663 0.84831461],0.585858585858586,0.622895622895623,0.780619111709287,0.893815635939323,0.858744394618834,0.897982062780269,0.643478260869565,0.680981595092024,0.575565424411684,0.676300578034682,0.75974025974026,0.617632367632368,0.789405684754522,0.800786369593709,0.780061234589386
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svdn,4,48,52, zones, lab, svdn,906,302,302,0.6,0.2,0.2, [0.52747253 0.50549451 0.48901099 0.50555556 0.5       ],0.572847682119205,0.526490066225166,0.811258278145695,0.985603543743079,0.98233995584989,0.985651214128035,0.568561872909699,0.555555555555556,0.573079791200597,0.543130990415335,0.518292682926829,0.5272622834924,0.811881188118812,0.798701298701299,0.811512811512812
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58,4, low_bits_2, svdn,606,202,202,0.6,0.2,0.2, [0.54918033 0.45901639 0.52459016 0.59166667 0.55833333],0.49009900990099,0.544554455445545,0.533663366336634,0.570093457943925,0.603960396039604,0.544554455445545,0.507177033492823,0.519607843137255,0.489803921568627,0.592920353982301,0.638095238095238,0.540697103583701,0.562674094707521,0.594117647058823,0.533058823529412
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54,6, low_bits_2, svdne,852,284,284,0.6,0.2,0.2, [0.79651163 0.82352941 0.79411765 0.81176471 0.81176471],0.799295774647887,0.816901408450704,0.882394366197183,0.932558139534884,0.94131455399061,0.931924882629108,0.81063122923588,0.859154929577465,0.799295774647887,0.805970149253731,0.857142857142857,0.820976491862568,0.883135059482155,0.909221902017291,0.882985606656028
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52,6, low_bits_4, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.74418605 0.75581395 0.74418605 0.81764706 0.8       ],0.624561403508772,0.571929824561404,0.714586255259467,0.786570743405276,0.766355140186916,0.792056074766355,0.644518272425249,0.651006711409396,0.623297473351757,0.590604026845637,0.647058823529412,0.575207264113699,0.715980460572226,0.719495091164095,0.714586255259467
ensemble_model_v2_N40_B0_E40_nb_zones_10_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.99324324 1.         0.99319728 1.         0.99659864],0.649667405764967,0.671840354767184,0.871212121212121,1,1,1,0.673553719008264,0.718061674008811,0.649209408432977,0.689075630252101,0.732142857142857,0.672238829452486,0.874281018898932,0.895622895622896,0.871212121212121
ensemble_model_v2_N8_B46_E54_nb_zones_4_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.921875   0.82539683 0.8968254  0.87301587 0.9047619 ],0.638095238095238,0.628571428571429,0.840304182509506,0.977564102564103,0.965189873417721,0.977848101265823,0.718518518518519,0.836206896551724,0.61491195891416,0.672268907563025,0.833333333333333,0.644736842105263,0.851590106007067,0.912878787878788,0.840027180198936
svm_model_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16,12, low_bits_6, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.98907104 0.99726776 0.99726776 0.99726776 0.99725275],0.510948905109489,0.558394160583942,0.892676767676768,1,1,1,0.464,0.411347517730497,0.513944435556978,0.546816479400749,0.548872180451128,0.558124033487975,0.891257995735608,0.87962962962963,0.892676767676768
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,900,300,300,0.6,0.2,0.2, [0.84444444 0.87222222 0.90555556 0.86666667 0.88333333],0.75,0.713333333333333,0.840666666666667,0.914285714285714,0.924444444444444,0.913333333333333,0.757281553398058,0.774834437086093,0.749833325925597,0.732919254658385,0.825174825174825,0.718319896663846,0.844905905256327,0.875,0.840939153439153
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.5        0.48387097 0.44354839 0.56557377 0.47540984],0.448780487804878,0.482926829268293,0.785575048732943,0.99837925445705,1,0.998376623376623,0.448780487804878,0.446601941747573,0.448791166952218,0.480392156862745,0.480392156862745,0.482914525033314,0.785575048732943,0.785575048732943,0.785575048732944
ensemble_model_N8_B46_E54_nb_zones_6_lab_svd,8,46,54,6, lab, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.96022727 0.94318182 0.97159091 0.94886364 0.96590909],0.761092150170648,0.761092150170648,0.902455661664393,0.996594778660613,0.997727272727273,0.996590909090909,0.789156626506024,0.909722222222222,0.763585943325876,0.787878787878788,0.884353741496599,0.760670021433231,0.907323395981853,0.957592339261286,0.902605693440167
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdn,4,48,52, zones, low_bits_4_shifted_2, svdn,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.49456522 0.51086957 0.46195652 0.52747253 0.55494505],0.475409836065574,0.524590163934426,0.790956749672346,0.984682713347921,0.982532751091703,0.98471615720524,0.473684210526316,0.455696202531646,0.476147420993714,0.518272425249169,0.509803921568627,0.524638802889577,0.789993416721527,0.780234070221066,0.791041737884641
svm_model_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52,6, lab, svdne,808,269,269,0.600297176820208,0.199851411589896,0.199851411589896, [0.93209877 0.95679012 0.9382716  0.9382716  0.94375   ],0.728624535315985,0.717472118959108,0.87147102526003,0.970443349753695,0.975247524752475,0.97029702970297,0.763754045307443,0.900763358778626,0.732990375041487,0.759493670886076,0.9375,0.72761524822695,0.879610299234516,0.953242835595777,0.872668269920875
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26,12, low_bits_6, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.96428571 0.95604396 0.9558011  0.96132597 0.94751381],0.512455516014235,0.501779359430605,0.877946127946128,0.992797783933518,0.98787210584344,0.992833517089306,0.40174672489083,0.343283582089552,0.504975124378109,0.444444444444444,0.380952380952381,0.507640369580668,0.873140857392826,0.84006734006734,0.877946127946128
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54,6, low_bits_5, svd,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.84146341 0.87195122 0.86585366 0.87195122 0.84756098],0.516483516483517,0.611721611721612,0.797950219619327,0.953316953316953,0.946341463414634,0.953658536585366,0.547945205479452,0.606060606060606,0.519342359767892,0.649006622516556,0.748091603053435,0.617003548005591,0.803977272727273,0.841010401188707,0.798571578660732
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svd,8,46,54,6, low_bits_4_shifted_2, svd,906,302,302,0.6,0.2,0.2, [0.75274725 0.89010989 0.84065934 0.87777778 0.88333333],0.615894039735099,0.589403973509934,0.770860927152318,0.873508353221957,0.80794701986755,0.883002207505519,0.639751552795031,0.695945945945946,0.617453492453492,0.637426900584795,0.685534591194968,0.584026036856226,0.769640479360852,0.760526315789474,0.770929824561403
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52,6, low_bits_5, svdn,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.46428571 0.57653061 0.5257732  0.52061856 0.51030928],0.481481481481482,0.475308641975309,0.791615289765721,1,1,1,0.464968152866242,0.453416149068323,0.481309301528026,0.487951807228916,0.457627118644068,0.477112879049925,0.791358024691358,0.776969696969697,0.791872552374434
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32,12, low_bits_6, svd,1740,580,580,0.6,0.2,0.2, [0.99425287 0.99137931 0.98563218 1.         0.99425287],0.632075471698113,0.572327044025157,0.893518518518519,1,1,1,0.720763723150358,0.955696202531646,0.634098101265823,0.689497716894977,0.94375,0.569976265822785,0.902579899884482,0.986531986531986,0.893518518518519
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.8253012  0.79518072 0.80120482 0.8253012  0.79518072],0.786231884057971,0.826086956521739,0.850940665701881,0.882562277580071,0.896385542168675,0.880722891566265,0.785454545454545,0.824427480916031,0.788075809423532,0.835616438356164,0.917293233082707,0.829275987170724,0.853900709219858,0.88659793814433,0.851549324690942
svm_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdne,16,0,16,12, low_bits_4_shifted_2, svdne,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [1.         0.99447514 0.99447514 1.         0.99444444],0.577464788732394,0.563380281690141,0.897306397306397,1,1,1,0.487179487179487,0.407142857142857,0.575099206349206,0.491803278688525,0.416666666666667,0.565476190476191,0.89326334208224,0.859427609427609,0.897306397306397
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52,6, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.5625     0.54166667 0.484375   0.56315789],0.463949843260188,0.498432601880878,0.792606516290727,1,1,1,0.492581602373887,0.497005988023952,0.46231878348566,0.512195121951219,0.502994011976048,0.498207532303813,0.796056685150955,0.794587945879459,0.792568557869487
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_svdne,16,0,16, zones, low_bits_4, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.99438202 1.         1.         1.         0.99717514],0.677740863787375,0.687707641196013,0.919612794612795,1,1,1,0.701538461538461,0.802816901408451,0.684427318628754,0.732954545454545,0.811320754716981,0.680308264682434,0.922072623419012,0.951178451178451,0.919612794612794
svm_model_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16,12, low_bits_5, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.99152542 0.99717514 0.99717514 0.98587571 0.99715909],0.473684210526316,0.549342105263158,0.875,1,1,1,0.506172839506173,0.503067484662577,0.471391898359657,0.550819672131148,0.595744680851064,0.552473567419397,0.876095118898623,0.883838383838384,0.875
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26,12, low_bits_5, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.9532967  0.93956044 0.96978022 0.97252747 0.93406593],0.643884892086331,0.586330935251799,0.896043771043771,0.981553940749022,0.964835164835165,0.981868131868132,0.675409836065574,0.751824817518248,0.645415954858415,0.607508532423208,0.631205673758865,0.585675829580163,0.896522832006703,0.900673400673401,0.896043771043771
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58,4, low_bits_2, svdn,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.55       0.50714286 0.46428571 0.49285714 0.47142857],0.497854077253219,0.467811158798283,0.793310463121784,1,1,1,0.445497630331754,0.391666666666667,0.501143067846608,0.451327433628319,0.421487603305785,0.469672373081464,0.788038698328936,0.758037225042301,0.793801221216803
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54,6, low_bits_4, svdn,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.49462366 0.51075269 0.54301075 0.51630435 0.52173913],0.435064935064935,0.535714285714286,0.752918287937743,0.931477516059957,0.939524838012959,0.930885529157667,0.416107382550336,0.416107382550336,0.434468785614791,0.562691131498471,0.541176470588235,0.535080988917306,0.755612572161642,0.753196930946292,0.75291425494683
svm_model_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58,4, low_bits_3, svdne,576,192,192,0.6,0.2,0.2, [0.67241379 0.75862069 0.74137931 0.71929825 0.78947368],0.765625,0.744791666666667,0.822916666666667,0.864285714285714,0.840277777777778,0.868055555555555,0.776119402985075,0.838709677419355,0.767839687194526,0.740740740740741,0.760869565217391,0.745434782608696,0.821052631578947,0.824524312896406,0.822939774518018
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26,12, low_bits_4, svdn,1758,586,586,0.6,0.2,0.2, [0.96022727 0.95454545 0.96022727 0.96022727 0.97714286],0.679611650485437,0.656957928802589,0.910353535353535,0.995449374288965,0.995449374288965,0.995449374288965,0.685714285714286,0.71523178807947,0.680400704166317,0.670807453416149,0.683544303797468,0.656341688322575,0.911064718162839,0.918350168350168,0.910353535353535
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52,6, low_bits_4, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.80612245 0.75       0.79896907 0.74226804 0.78350515],0.685185185185185,0.679012345679012,0.791615289765721,0.869822485207101,0.905544147843942,0.864476386036961,0.703488372093023,0.703488372093023,0.683981028151775,0.695906432748538,0.721212121212121,0.678216123499143,0.801176470588235,0.826456310679612,0.791047704211986
ensemble_model_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52,6, lab, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.89156627 0.89156627 0.95180723 0.87804878 0.90243902],0.727272727272727,0.767272727272727,0.877180232558139,0.963503649635036,0.958837772397094,0.963680387409201,0.758842443729904,0.842857142857143,0.725132275132275,0.793548387096774,0.924812030075188,0.772265169967172,0.882882882882883,0.928571428571429,0.877329192546584
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54,6, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86979167 0.84210526 0.85263158 0.91578947 0.84210526],0.586750788643533,0.580441640378549,0.781210592686003,0.912723449001052,0.911764705882353,0.91281512605042,0.663239074550129,0.832258064516129,0.59205495818399,0.671604938271605,0.80952380952381,0.56583573026526,0.801146131805158,0.874843554443054,0.780496745455326
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svd,8,46,54, zones, lab, svd,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.92771084 0.95180723 0.91566265 0.93292683 0.93902439],0.763636363636364,0.716363636363636,0.890261627906977,0.990314769975787,0.990314769975787,0.990314769975787,0.794952681388013,0.933333333333333,0.766666666666667,0.757763975155279,0.960629921259842,0.7336933390083,0.896928327645051,0.973333333333333,0.891802187351403
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40,12, low_bits_6, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.98795181 0.9939759  0.98795181 0.99096386 0.98493976],0.5,0.5,0.849326599326599,1,1,1,0.666666666666667,1,0.5,0.666666666666667,1,0.5,0.869056327724945,1,0.849326599326599
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40,12, low_bits_4, svd,1668,556,556,0.6,0.2,0.2, [0.99401198 0.99700599 0.99401198 1.         0.9939759 ],0.709039548022599,0.725988700564972,0.915824915824916,1,1,1,0.768539325842697,0.977142857142857,0.712035115722266,0.779043280182232,0.955307262569832,0.723367916999202,0.921630094043887,0.98989898989899,0.915824915824916
svm_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdne,4,48,52,6, low_bits_4_shifted_2, svdne,822,274,274,0.6,0.2,0.2, [0.68072289 0.70731707 0.7195122  0.74390244 0.70731707],0.62043795620438,0.587591240875912,0.684671532846715,0.700139470013947,0.610705596107056,0.738442822384428,0.620437956204379,0.615942028985507,0.620471014492754,0.606271777003484,0.62589928057554,0.587023714361844,0.661971830985916,0.614825581395349,0.684978773102366
svm_model_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16,12, lab, svdne,1666,555,555,0.60014409221902,0.19992795389049,0.19992795389049, [0.9760479  0.94311377 0.95209581 0.97891566 0.96385542],0.594366197183099,0.526760563380282,0.856902356902357,0.983009708737864,0.972388955582233,0.983193277310924,0.492957746478873,0.416666666666667,0.585338680926916,0.450980392156863,0.368983957219251,0.535682454800102,0.848078641644325,0.798821548821549,0.856902356902357
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svd,8,46,54,6, low_bits_4_shifted_2, svd,742,247,247,0.600323624595469,0.199838187702265,0.199838187702265, [0.84       0.81081081 0.87162162 0.81756757 0.81756757],0.668016194331984,0.603238866396761,0.831715210355987,0.961643835616438,0.946091644204852,0.962264150943396,0.702898550724638,0.746153846153846,0.663675213675214,0.666666666666667,0.771653543307087,0.598326771653543,0.84,0.869426751592357,0.831094954743547
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58,4, low_bits_4, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.87704918 0.8442623  0.84166667 0.76666667 0.75833333],0.661691542288557,0.597014925373134,0.79324055666004,0.901502504173623,0.894039735099338,0.902317880794702,0.706896551724138,0.745454545454545,0.652947052947053,0.633484162895927,0.7,0.597524752475248,0.802281368821293,0.82421875,0.792676176619433
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.85119048 0.8313253  0.8253012  0.81927711 0.80722892],0.653429602888087,0.613718411552347,0.816738816738817,0.939068100358423,0.944711538461538,0.938701923076923,0.690322580645161,0.786764705882353,0.655793700458907,0.63481228668942,0.699248120300752,0.616985171261487,0.823611111111111,0.865693430656934,0.817297499921905
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58,4, low_bits_3, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.74576271 0.76271186 0.72413793 0.75       0.81034483],0.835051546391753,0.865979381443299,0.8559670781893,0.86241610738255,0.88013698630137,0.85958904109589,0.835051546391752,0.880434782608696,0.83727621483376,0.878504672897196,0.92156862745098,0.862958226768968,0.860557768924303,0.888888888888889,0.8559670781893
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.51829268 0.51829268 0.40853659 0.52439024 0.44444444],0.511029411764706,0.452205882352941,0.784140969162996,0.985294117647059,0.982885085574572,0.985330073349633,0.530035335689046,0.510204081632653,0.511102040816327,0.433460076045627,0.416058394160584,0.452473641524737,0.784140969162996,0.770562770562771,0.784384524294838
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32,12, low_bits_3, svdn,1818,606,606,0.6,0.2,0.2, [0.91208791 0.92582418 0.92857143 0.90659341 0.90331492],0.870967741935484,0.842293906810036,0.938973063973064,0.9654071314529,0.997799779977998,0.964246424642464,0.874125874125874,0.899280575539568,0.871068859198356,0.840579710144928,0.828571428571429,0.842343268242549,0.940598115526424,0.966329966329966,0.938973063973064
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32,12, low_bits_4, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.97988506 0.96264368 0.96264368 0.97687861 0.96242775],0.61875,0.646875,0.894781144781145,0.99134448932487,0.98963133640553,0.991359447004608,0.623456790123457,0.587209302325581,0.621307353865493,0.622073578595318,0.628378378378378,0.645584538026399,0.893887945670628,0.886363636363636,0.894781144781145
svm_model_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26,12, lab, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.87643678 0.88793103 0.87643678 0.89595376 0.89884393],0.55,0.5375,0.821548821548821,0.923611111111111,0.919354838709677,0.923963133640553,0.357142857142857,0.272108843537415,0.529118005583736,0.463768115942029,0.369942196531792,0.552318037041406,0.809694793536804,0.759259259259259,0.821548821548821
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52,8, low_bits_3, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.76639344 0.81147541 0.79338843 0.80165289 0.79338843],0.799504950495049,0.819306930693069,0.81998021760633,0.835680751173709,0.879736408566722,0.827018121911038,0.796992481203007,0.764423076923077,0.800578885400314,0.814249363867684,0.784313725490196,0.819656862745098,0.824154589371981,0.837095191364082,0.819843707347046
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52,8, low_bits_2, svd,1272,424,424,0.6,0.2,0.2, [0.79296875 0.83070866 0.80708661 0.79527559 0.85433071],0.82311320754717,0.799528301886793,0.855188679245283,0.885245901639344,0.891509433962264,0.884433962264151,0.840764331210191,0.895927601809955,0.819884983170987,0.798099762470309,0.831683168316832,0.800976719293551,0.858720662678325,0.881019830028329,0.855213025287491
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,694,231,231,0.600346020761246,0.199826989619377,0.199826989619377, [0.52142857 0.59285714 0.56521739 0.49275362 0.50724638],0.506493506493506,0.489177489177489,0.794117647058823,0.991379310344828,0.994236311239193,0.99135446685879,0.540322580645161,0.587719298245614,0.507534862798021,0.473214285714286,0.509615384615385,0.491028164748637,0.796232876712329,0.823008849557522,0.794753155743228
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,852,284,284,0.6,0.2,0.2, [0.5        0.45882353 0.52352941 0.51764706 0.51176471],0.5,0.528169014084507,0.800704225352113,0.991774383078731,0.990610328638498,0.991784037558685,0.538961038961039,0.564625850340136,0.497641392323353,0.531468531468531,0.580152671755725,0.53190640123734,0.804152249134948,0.825284090909091,0.800910201879126
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdn,26,0,26,12, low_bits_4_shifted_2, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.96857143 0.96       0.97428571 0.96571429 0.96285714],0.603833865814696,0.613418530351438,0.893097643097643,0.994848311390956,0.993142857142857,0.994857142857143,0.630952380952381,0.69281045751634,0.60578022875817,0.653295128939828,0.7125,0.611151960784314,0.895559210526316,0.916666666666667,0.893097643097643
ensemble_model_v2_N4_B48_E52_nb_zones_6_lab_svdne,4,48,52, zones, lab, svdne,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.89634146 0.8902439  0.93292683 0.92682927 0.94444444],0.775735294117647,0.761029411764706,0.90014684287812,0.987714987714988,0.982885085574572,0.987775061124694,0.802588996763754,0.849315068493151,0.76989562948467,0.785478547854785,0.86231884057971,0.759517629245079,0.904628330995792,0.930735930735931,0.899598159687846
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svd,40,0,40,12, low_bits_4_shifted_2, svd,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.99184783 0.99180328 0.99180328 0.99453552 0.98907104],0.511029411764706,0.488970588235294,0.885521885521885,1,1,1,0.67639902676399,1,0.5,0.65679012345679,1,0.5,0.897280966767372,1,0.885521885521885
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54,6, low_bits_6, svd,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.8253012  0.86144578 0.77710843 0.87951807 0.75301205],0.630434782608696,0.644927536231884,0.835745296671491,0.967032967032967,0.95421686746988,0.967469879518072,0.692771084337349,0.798611111111111,0.622790404040404,0.697530864197531,0.81294964028777,0.643701097516148,0.846101694915254,0.893982808022923,0.835149298748303
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svd,32,0,32, zones, lab, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [1.         0.99725275 1.         1.         1.        ],0.545126353790614,0.552346570397112,0.894781144781145,1,1,1,0.663101604278075,0.918518518518518,0.55432968179447,0.671957671957672,0.894366197183099,0.543479394887846,0.902874902874903,0.978114478114478,0.894781144781145
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58,4, low_bits_4, svd,648,216,216,0.6,0.2,0.2, [0.82307692 0.83076923 0.80769231 0.83846154 0.8984375 ],0.675925925925926,0.634259259259259,0.812962962962963,0.91981845688351,0.938271604938272,0.91820987654321,0.7265625,0.788135593220339,0.664475959875476,0.666666666666667,0.738317757009346,0.635213924376232,0.824956672443674,0.867030965391621,0.812046556142138
svm_model_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26,12, low_bits_3, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.99162011 0.98044693 0.98603352 0.98882682 0.98603352],0.744027303754266,0.723549488054607,0.92550505050505,0.988313856427379,0.992178770949721,0.988268156424581,0.701195219123506,0.598639455782313,0.744525207343211,0.679841897233202,0.589041095890411,0.723091976516634,0.923076923076923,0.893939393939394,0.92550505050505
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54,6, low_bits_4, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.54166667 0.5        0.5297619  0.51190476 0.51807229],0.46236559139785,0.494623655913979,0.791547277936963,1,1,1,0.448529411764706,0.412162162162162,0.465623065813906,0.475836431226766,0.474074074074074,0.493981481481482,0.788977519941987,0.774928774928775,0.791643061815972
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,654,218,218,0.6,0.2,0.2, [0.87878788 0.85606061 0.82307692 0.83846154 0.89230769],0.784403669724771,0.81651376146789,0.868807339449541,0.91304347826087,0.89908256880734,0.914373088685015,0.79295154185022,0.818181818181818,0.784090909090909,0.81981981981982,0.875,0.819078947368421,0.869167429094236,0.878003696857671,0.868874343875101
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,966,322,322,0.6,0.2,0.2, [0.75773196 0.75257732 0.77835052 0.75520833 0.86458333],0.614906832298137,0.577639751552795,0.760869565217391,0.870734229576008,0.871635610766046,0.870600414078675,0.575342465753425,0.549019607843137,0.611787910430444,0.587878787878788,0.541899441340782,0.582138531859202,0.757709251101322,0.738650306748466,0.761149052745302
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54,8, low_bits_3, svd,1266,422,422,0.6,0.2,0.2, [0.78346457 0.82283465 0.7992126  0.82142857 0.82142857],0.770142180094787,0.789099526066351,0.800473933649289,0.812749003984064,0.805687203791469,0.814375987361769,0.763990267639903,0.758454106280193,0.769924727558701,0.78239608801956,0.744186046511628,0.78996741939108,0.79710843373494,0.783886255924171,0.800473933649289
svm_model_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26,12, low_bits_2, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.92485549 0.94219653 0.91907514 0.93604651 0.90406977],0.704615384615385,0.704615384615385,0.868686868686869,0.934924078091106,0.998841251448436,0.930475086906141,0.751295336787565,0.923566878980892,0.711783439490446,0.753846153846154,0.875,0.698646496815287,0.880916030534351,0.971380471380471,0.868686868686869
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdne,4,48,52,6, low_bits_4_shifted_2, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.81122449 0.81122449 0.80412371 0.77835052 0.79896907],0.657407407407407,0.641975308641975,0.831689272503083,0.951167728237792,0.919917864476386,0.952772073921971,0.674486803519062,0.727848101265823,0.659104773524478,0.674157303370787,0.736196319018405,0.641390084975041,0.833435021354484,0.84529702970297,0.831739423942394
svm_model_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54,6, lab, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.64367816 0.69767442 0.70348837 0.65697674 0.75      ],0.470383275261324,0.470383275261324,0.693593314763231,0.844036697247706,0.853828306264501,0.842227378190255,0.544910179640719,0.598684210526316,0.462305068226121,0.555555555555555,0.650684931506849,0.46718643738463,0.715762273901809,0.759945130315501,0.692560966855063
svm_model_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58,4, low_bits_2, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.87288136 0.89830508 0.86206897 0.88793103 0.84482759],0.752577319587629,0.804123711340206,0.8559670781893,0.905594405594406,0.886986301369863,0.907534246575342,0.769230769230769,0.792079207920792,0.750878313637815,0.806122448979592,0.840425531914894,0.805212765957447,0.85655737704918,0.858316221765914,0.855962234594297
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svd,8,46,54, zones, low_bits_4_shifted_2, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.87362637 0.78571429 0.80769231 0.79120879 0.83516484],0.68976897689769,0.673267326732673,0.849604221635884,0.96045197740113,0.934065934065934,0.961538461538462,0.680272108843537,0.746268656716418,0.695619535458801,0.707964601769911,0.764331210191083,0.669836837972254,0.849802371541502,0.864611260053619,0.849838097559277
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54,6, low_bits_5, svdn,792,264,264,0.6,0.2,0.2, [0.44375    0.44936709 0.4556962  0.46835443 0.51265823],0.5,0.503787878787879,0.509090909090909,0.602683178534572,0.737373737373737,0.513888888888889,0.604790419161677,0.737226277372263,0.49066038278062,0.589341692789969,0.676258992805755,0.494129496402878,0.600493218249075,0.724702380952381,0.505098104056437
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54,8, low_bits_2, svd,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.84765625 0.76953125 0.7992126  0.76771654 0.87007874],0.738207547169811,0.764150943396226,0.785579641847314,0.799671592775041,0.764521193092622,0.808477237048666,0.705570291777188,0.599099099099099,0.745094104004995,0.738219895287958,0.665094339622642,0.764150943396226,0.769853313100658,0.710550887021475,0.78629352153167
svm_model_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52,6, low_bits_5, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.76020408 0.77040816 0.83505155 0.73195876 0.74226804],0.537037037037037,0.530864197530864,0.696670776818742,0.782110091743119,0.700205338809035,0.804928131416838,0.592391304347826,0.68125,0.538795731707317,0.577777777777778,0.601156069364162,0.525743597595988,0.6925,0.675609756097561,0.696907122437808
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.82786885 0.80327869 0.81967213 0.76229508 0.86666667],0.599009900990099,0.594059405940594,0.812252964426877,0.954773869346734,0.9375,0.955592105263158,0.600985221674877,0.648936170212766,0.602245862884161,0.585858585858586,0.585858585858586,0.593900166715701,0.809619238476954,0.812877263581489,0.812263874509191
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32,12, low_bits_2, svdn,1800,600,600,0.6,0.2,0.2, [0.91111111 0.89722222 0.89722222 0.90833333 0.9       ],0.795138888888889,0.78125,0.898569023569024,0.937728937728938,0.995555555555555,0.933888888888889,0.810289389067524,0.91970802919708,0.800913617247547,0.806153846153846,0.867549668874172,0.776840527867743,0.905378877110326,0.970538720538721,0.898569023569024
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58,4, low_bits_2, svdne,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.74038462 0.79807692 0.83653846 0.74038462 0.80769231],0.745664739884393,0.797687861271676,0.803695150115473,0.823300970873786,0.815384615384615,0.825,0.738095238095238,0.666666666666667,0.752083333333333,0.768211920529801,0.698795180722892,0.79384203480589,0.796163069544364,0.761467889908257,0.803989758907617
svm_model_N4_B48_E52_nb_zones_8_lab_svd,4,48,52,8, lab, svd,1088,362,362,0.600441501103753,0.199779249448124,0.199779249448124, [0.97706422 0.94954128 0.92201835 0.97247706 0.95833333],0.624309392265193,0.693370165745856,0.847130242825607,0.972426470588235,0.972426470588235,0.972426470588235,0.68075117370892,0.788043478260869,0.621549829018075,0.732530120481928,0.839779005524862,0.693370165745856,0.856402280974598,0.908690869086909,0.846925722472579
svm_model_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52,6, low_bits_6, svdne,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.80808081 0.7244898  0.76020408 0.82142857 0.71938776],0.474006116207951,0.53822629969419,0.687652811735941,0.799573560767591,0.763747454175153,0.808553971486762,0.527472527472527,0.627450980392157,0.483265720081136,0.597333333333333,0.7,0.541616766467066,0.695289206917114,0.725124378109453,0.68828334290088
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.86842105 0.86315789 0.88947368 0.85789474 0.88829787],0.60126582278481,0.534810126582278,0.807594936708861,0.966702470461869,0.949367088607595,0.967299578059072,0.651933701657459,0.723926380368098,0.597257307831108,0.576368876080692,0.65359477124183,0.538453827338707,0.814634146341463,0.845569620253164,0.807594936708861
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_4_shifted_2_svdne,4,48,52, zones, low_bits_4_shifted_2, svdne,876,292,292,0.6,0.2,0.2, [0.8125     0.75       0.78409091 0.84482759 0.85632184],0.558219178082192,0.599315068493151,0.799315068493151,0.946162657502864,0.942922374429224,0.94634703196347,0.605504587155963,0.673469387755102,0.557424349049965,0.62379421221865,0.668965517241379,0.599788881069669,0.806088682991396,0.834246575342466,0.799315068493151
ensemble_model_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54,6, lab, svdn,758,252,252,0.600633914421553,0.199683042789223,0.199683042789223, [0.69078947 0.65131579 0.69736842 0.65131579 0.63333333],0.456349206349206,0.531746031746032,0.778129952456418,0.967320261437908,0.976253298153034,0.967018469656992,0.547854785478548,0.67479674796748,0.461429381735678,0.609271523178808,0.71875,0.528729838709678,0.795620437956204,0.865079365079365,0.778267530640948
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58,4, low_bits_4, svdn,480,160,160,0.6,0.2,0.2, [0.57291667 0.51041667 0.54166667 0.53125    0.51041667],0.55,0.50625,0.5375,0.68029197080292,0.970833333333333,0.54375,0.7,0.96551724137931,0.510155880963628,0.655021834061135,0.974025974025974,0.52315756532624,0.679376083188908,0.97029702970297,0.533128312831283
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.45882353 0.56470588 0.51176471 0.53529412 0.44642857],0.514184397163121,0.546099290780142,0.806657223796034,0.990521327014218,0.985849056603774,0.990566037735849,0.508960573476703,0.464052287581699,0.518847849217206,0.525925925925926,0.482993197278912,0.548904006046863,0.804020100502513,0.773480662983425,0.807525215212643
svm_model_N40_B0_E40_nb_zones_12_lab_svd,40,0,40,12, lab, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.9972067 1.        1.        1.        1.       ],0.527027027027027,0.472972972972973,0.875420875420875,1,1,1,0.690265486725664,1,0.5,0.642201834862385,1,0.5,0.889221556886228,1,0.875420875420875
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.80769231 0.81730769 0.83653846 0.81730769 0.76470588],0.819767441860465,0.779069767441861,0.883990719257541,0.941398865784499,0.961389961389961,0.94015444015444,0.830601092896175,0.817204301075269,0.819994555600926,0.784090909090909,0.811764705882353,0.779445571331981,0.887387387387387,0.901601830663616,0.883742091802396
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdn,8,46,54,6, low_bits_4_shifted_2, svdn,786,262,262,0.6,0.2,0.2, [0.48734177 0.55063291 0.44303797 0.45512821 0.50641026],0.519083969465649,0.473282442748092,0.6,0.638888888888889,0.585241730279898,0.669211195928753,0.461538461538462,0.421875,0.516907649253731,0.36697247706422,0.310077519379845,0.470828233374133,0.552901023890785,0.498461538461538,0.599230769230769
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58,6, low_bits_3, svd,1020,340,340,0.6,0.2,0.2, [0.85294118 0.85294118 0.83333333 0.84803922 0.83333333],0.738235294117647,0.788235294117647,0.823529411764706,0.870697674418605,0.917647058823529,0.863725490196078,0.766404199475066,0.824858757062147,0.734515268101626,0.819095477386935,0.881081081081081,0.779250217959895,0.838187702265372,0.89105504587156,0.821735252404379
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1068,356,356,0.6,0.2,0.2, [0.80841121 0.78971963 0.79439252 0.8411215  0.83490566],0.769662921348315,0.794943820224719,0.843258426966292,0.887477313974592,0.915730337078652,0.883895131086142,0.797029702970297,0.87027027027027,0.765544491860281,0.81038961038961,0.857142857142857,0.793513957307061,0.852459016393443,0.894561598224195,0.842616407758287
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52,6, low_bits_5, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.80120482 0.72891566 0.76219512 0.81707317 0.77439024],0.613138686131387,0.510948905109489,0.802478134110787,0.962332928311057,0.961165048543689,0.962378640776699,0.655844155844156,0.753731343283582,0.616151385927505,0.58641975308642,0.698529411764706,0.512308184143222,0.813745704467354,0.868035190615836,0.802858175018063
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16,12, low_bits_6, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.99132948 1.         1.         0.99709302 1.        ],0.506134969325153,0.539877300613497,0.869107744107744,1,1,1,0.570666666666667,0.640718562874252,0.502749218544044,0.594594594594595,0.691823899371069,0.543516740104696,0.874038072093965,0.908249158249158,0.869107744107744
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svd,40,0,40, zones, low_bits_3, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.99453552 0.99453552 0.99726776 0.98360656 0.99725275],0.843065693430657,0.835766423357664,0.962962962962963,1,1,1,0.855218855218855,0.954887218045113,0.846237935263691,0.860681114551083,0.985815602836879,0.831253666080094,0.964052287581699,0.993265993265993,0.962962962962963
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54,8, low_bits_3, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.81355932 0.77966102 0.8034188  0.7991453  0.8034188 ],0.826086956521739,0.81074168797954,0.84560327198364,0.86159169550173,0.848381601362862,0.863713798977853,0.825641025641026,0.847368421052631,0.826669285153181,0.815,0.799019607843137,0.811274509803921,0.8448098663926,0.837920489296636,0.845626911314985
ensemble_model_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52,6, low_bits_6, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.75510204 0.75510204 0.82474227 0.79896907 0.82474227],0.58641975308642,0.592592592592593,0.811960542540074,0.960325534079349,0.969199178644764,0.959958932238193,0.625698324022346,0.713375796178344,0.590220832220908,0.622857142857143,0.707792207792208,0.598013750954928,0.819633353045535,0.868421052631579,0.812851303014818
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svd,32,0,32, zones, low_bits_5, svd,1746,582,582,0.6,0.2,0.2, [0.99714286 0.99714286 0.99142857 1.         1.        ],0.657142857142857,0.59047619047619,0.900252525252525,1,1,1,0.680473372781065,0.76158940397351,0.661282506864804,0.630372492836676,0.670731707317073,0.587021482797609,0.902589395807645,0.924242424242424,0.900252525252525
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54,8, low_bits_2, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.81465517 0.875      0.87826087 0.84347826 0.86956522],0.75,0.776041666666667,0.837669094693028,0.894651539708266,0.956672443674177,0.887348353552859,0.755102040816327,0.762886597938144,0.749864351600651,0.78391959798995,0.8125,0.776041666666667,0.845849802371541,0.888888888888889,0.83756227551848
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52,8, low_bits_4, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.67479675 0.78278689 0.76639344 0.71311475 0.79098361],0.670761670761671,0.658476658476658,0.720530451866405,0.754560530679934,0.74468085106383,0.757774140752864,0.685446009389671,0.744897959183674,0.673396846890415,0.669833729216152,0.708542713567839,0.659559818322381,0.722844617632733,0.737574552683897,0.720729023914764
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16,12, low_bits_5, svdne,1688,562,562,0.600284495021337,0.199857752489331,0.199857752489331, [0.99408284 0.99408284 0.99408284 0.99408284 1.        ],0.575581395348837,0.546511627906977,0.872895622895623,1,1,1,0.671171171171171,0.908536585365854,0.590379403794038,0.654867256637168,0.822222222222222,0.533062330623306,0.88312693498452,0.96043771043771,0.872895622895623
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54,6, low_bits_5, svdn,924,308,308,0.6,0.2,0.2, [0.55376344 0.52150538 0.48913043 0.48913043 0.46195652],0.496753246753247,0.506493506493506,0.800649350649351,1,1,1,0.501607717041801,0.490566037735849,0.496960871216918,0.48993288590604,0.506944444444444,0.506521002710027,0.799739073711677,0.801307189542484,0.800653594771242
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svd,32,0,32, zones, low_bits_4_shifted_2, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.99719101 0.99157303 1.         1.         0.99717514],0.585284280936455,0.508361204013378,0.885942760942761,1,1,1,0.678756476683938,0.823899371069182,0.569092542677448,0.585915492957746,0.742857142857143,0.522371967654987,0.89241762604208,0.946127946127946,0.885942760942761
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58,4, low_bits_4, svdn,630,210,210,0.6,0.2,0.2, [0.51587302 0.46825397 0.44444444 0.50793651 0.53968254],0.538095238095238,0.571428571428571,0.821904761904762,1,1,1,0.572687224669604,0.631067961165049,0.539833046003085,0.628099173553719,0.684684684684685,0.564564564564565,0.829845313921747,0.862003780718336,0.821596899956097
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54,6, low_bits_6, svdn,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.55882353 0.51785714 0.57142857 0.52380952 0.50595238],0.439285714285714,0.457142857142857,0.514265335235378,0.596529284164859,0.653206650831354,0.558194774346793,0.498402555910543,0.523489932885906,0.433500691633793,0.5,0.546762589928058,0.457778458084596,0.557504873294347,0.605077574047955,0.513216997702188
ensemble_model_N4_B48_E52_nb_zones_8_lab_svd,4,48,52,8, lab, svd,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.94628099 0.92561983 0.93333333 0.94583333 0.94166667],0.723192019950125,0.748129675810474,0.892323030907278,0.996683250414594,0.998338870431894,0.996677740863787,0.74364896073903,0.829896907216495,0.726542656506798,0.769931662870159,0.875647668393782,0.752727680350737,0.896053897978826,0.941354903943377,0.892998002610823
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54,6, low_bits_4, svdne,954,318,318,0.6,0.2,0.2, [0.82291667 0.828125   0.80526316 0.77894737 0.83157895],0.635220125786163,0.650943396226415,0.747798742138365,0.818371607515658,0.821802935010482,0.817610062893082,0.650602409638554,0.646706586826347,0.634611571558869,0.678260869565218,0.680232558139535,0.648335457151959,0.75474006116208,0.756127450980392,0.747572769417845
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svd,40,0,40, zones, low_bits_2, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.95027624 0.95303867 0.94722222 0.94444444 0.94722222],0.926573426573427,0.905594405594406,0.969276094276094,0.98631636562671,0.998891352549889,0.986141906873614,0.929292929292929,0.938775510204082,0.926222287476142,0.904593639575972,0.920863309352518,0.906009885968776,0.969671790610719,0.982323232323232,0.969276094276094
ensemble_model_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdne,16,0,16,12, low_bits_4_shifted_2, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.99723757 1.         0.99723757 1.         0.99723757],0.551236749116608,0.632508833922262,0.902777777777778,1,1,1,0.517110266159696,0.447368421052632,0.559562073121736,0.580645161290323,0.549618320610687,0.62678284451587,0.900473933649289,0.87962962962963,0.902777777777778
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58,6, low_bits_2, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.84895833 0.84895833 0.875      0.91052632 0.88947368],0.764150943396226,0.773584905660377,0.836683417085427,0.879914984059511,0.866108786610879,0.881799163179916,0.778761061946903,0.8,0.762745098039216,0.789473684210526,0.854430379746835,0.774090189873418,0.839704069050555,0.850187265917603,0.836598057737562
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,912,304,304,0.6,0.2,0.2, [0.6576087  0.73076923 0.67582418 0.73626374 0.73076923],0.569078947368421,0.582236842105263,0.775657894736842,0.909090909090909,0.910087719298246,0.908991228070176,0.633053221288515,0.753333333333333,0.571471861471861,0.644257703081233,0.737179487179487,0.578049203049203,0.790411800860479,0.843832020997375,0.775478015775733
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,1260,420,420,0.6,0.2,0.2, [0.74603175 0.76984127 0.76587302 0.76984127 0.77380952],0.740476190476191,0.776190476190476,0.834761904761905,0.888372093023256,0.90952380952381,0.885714285714286,0.770526315789474,0.953125,0.757264254385965,0.817120622568094,0.933333333333333,0.764102564102564,0.847740236946029,0.922636103151862,0.835012258603472
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58,6, low_bits_3, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.89285714 0.8877551  0.90206186 0.92783505 0.93298969],0.746913580246914,0.765432098765432,0.861282367447596,0.929989550679206,0.913757700205339,0.931211498973306,0.764367816091954,0.858064516129032,0.751517465165108,0.791208791208791,0.862275449101796,0.762347915633701,0.865188735769922,0.892459826946848,0.861359064764937
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svd,4,48,52,8, low_bits_4_shifted_2, svd,1224,408,408,0.6,0.2,0.2, [0.80081301 0.77642276 0.75       0.81147541 0.75      ],0.602941176470588,0.583333333333333,0.758823529411765,0.86863711001642,0.86437908496732,0.869281045751634,0.633484162895928,0.660377358490566,0.600596842510589,0.608294930875576,0.67005076142132,0.586210214833883,0.765042979942693,0.784524975514202,0.758798307187915
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26,12, low_bits_6, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.98857143 0.97714286 0.96857143 0.98285714 0.97126437],0.560509554140127,0.582802547770701,0.885942760942761,0.99885452462772,0.997711670480549,0.998855835240274,0.646153846153846,0.857142857142857,0.578272027373824,0.682808716707022,0.844311377245509,0.565012831479897,0.893683797567673,0.958754208754209,0.885942760942761
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svdn,8,46,54, zones, lab, svdn,1040,346,346,0.600461893764434,0.199769053117783,0.199769053117783, [0.66346154 0.625      0.63461538 0.59134615 0.60096154],0.5,0.473988439306358,0.769630484988453,0.957854406130268,0.961538461538462,0.957692307692308,0.557544757033248,0.608938547486033,0.496086040210083,0.551724137931035,0.612021857923497,0.465520131415736,0.783269961977186,0.817460317460317,0.768730158730159
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdn,8,46,54,6, low_bits_4_shifted_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.53125    0.515625   0.50520833 0.51041667 0.61052632],0.4858934169279,0.482758620689655,0.793859649122807,1,1,1,0.467532467532467,0.486486486486487,0.485933301722775,0.492307692307692,0.493827160493827,0.482582370055831,0.79321181646763,0.799746514575412,0.793925301897371
ensemble_model_v2_N4_B48_E52_nb_zones_6_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.85       0.82777778 0.85555556 0.84269663 0.91573034],0.557046979865772,0.573825503355705,0.796246648793566,0.948921679909194,0.933035714285714,0.949776785714286,0.597560975609756,0.657718120805369,0.557046979865772,0.631884057971014,0.707792207792208,0.569173881673882,0.804375804375805,0.832223701731025,0.796003888652287
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.54166667 0.5        0.55084746 0.56779661 0.58474576],0.436548223350254,0.522842639593909,0.782961460446247,0.984771573604061,0.983108108108108,0.984797297297297,0.436548223350254,0.413461538461538,0.437913564929694,0.505263157894737,0.521739130434783,0.522774327122153,0.781186094069529,0.776422764227642,0.782948224219084
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svdn,26,0,26, zones, low_bits_4, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.95027624 0.98895028 0.98895028 0.98342541 0.98333333],0.644366197183099,0.654929577464789,0.914141414141414,0.997236042012161,0.997787610619469,0.997234513274336,0.657627118644068,0.683098591549296,0.644366197183099,0.681818181818182,0.73943661971831,0.654929577464789,0.915422885572139,0.929292929292929,0.914141414141414
ensemble_model_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16,12, lab, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [1.         1.         0.99444444 0.99722222 1.        ],0.473867595818815,0.574912891986063,0.88510101010101,1,1,1,0.551928783382789,0.669064748201439,0.47980264437099,0.655367231638418,0.783783783783784,0.568150884697647,0.890493381468111,0.934343434343434,0.88510101010101
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40,12, low_bits_5, svd,1698,566,566,0.6,0.2,0.2, [0.99411765 0.99705882 0.99705882 0.99411765 0.99704142],0.486725663716814,0.513274336283186,0.857323232323232,1,1,1,0.654761904761905,1,0.5,0.678362573099415,1,0.5,0.875138121546961,1,0.857323232323232
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54,6, low_bits_4, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.78488372 0.78488372 0.75581395 0.79411765 0.81176471],0.670175438596491,0.666666666666667,0.821178120617111,0.922535211267606,0.91822429906542,0.922897196261682,0.686666666666667,0.66025641025641,0.671213476446035,0.659498207885305,0.657142857142857,0.666502463054187,0.821802935010482,0.812154696132597,0.821319513308464
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58,4, low_bits_4, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.69090909 0.77272727 0.75454545 0.76363636 0.7962963 ],0.598901098901099,0.598901098901099,0.805921052631579,0.943119266055046,0.937956204379562,0.943430656934306,0.6784140969163,0.777777777777778,0.581659973226238,0.6784140969163,0.785714285714286,0.583333333333333,0.822822822822823,0.872611464968153,0.803652671259587
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58,6, low_bits_2, svd,852,284,284,0.6,0.2,0.2, [0.81395349 0.71764706 0.78235294 0.81176471 0.75882353],0.767605633802817,0.788732394366197,0.874647887323944,0.940366972477064,0.962441314553991,0.938967136150234,0.760869565217391,0.772058823529412,0.767786168521462,0.784172661870504,0.801470588235294,0.789248807631161,0.875175315568022,0.893982808022923,0.874969243346641
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svd,4,48,52, zones, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.91666667 0.91666667 0.93333333 0.9375     0.92436975],0.701754385964912,0.654135338345865,0.867234468937876,0.993311036789298,0.991652754590985,0.993322203672788,0.727688787185355,0.807106598984772,0.703058249987435,0.684931506849315,0.78125,0.658740942028985,0.872042491549976,0.913967611336032,0.867698091382302
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32,12, low_bits_4, svdn,1686,562,562,0.6,0.2,0.2, [0.97928994 0.99704142 0.97633136 0.96130952 0.99107143],0.576811594202898,0.568115942028985,0.875420875420875,0.999407231772377,1,0.999406880189798,0.668181818181818,0.790322580645161,0.558683302901197,0.635696821515892,0.817610062893082,0.586224386285251,0.883280757097792,0.942760942760943,0.875420875420875
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52,8, low_bits_2, svdn,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.53125    0.5078125  0.50390625 0.5078125  0.48046875],0.523474178403756,0.483568075117371,0.528611632270169,0.571428571428571,0.60625,0.5453125,0.54586129753915,0.564814814814815,0.522883597883598,0.504504504504505,0.557213930348259,0.487495854063018,0.553134726545131,0.588457899716178,0.529112670788322
svm_model_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54,6, lab, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.97252747 0.93956044 0.98333333 0.97222222 0.98888889],0.770764119601329,0.770764119601329,0.900398406374502,0.986607142857143,0.97787610619469,0.986725663716814,0.790273556231003,0.87248322147651,0.771767926527729,0.795252225519288,0.832298136645963,0.766149068322981,0.903969270166453,0.926509186351706,0.9000825501651
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54,6, low_bits_6, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.48888889 0.47222222 0.47777778 0.48314607 0.47191011],0.520134228187919,0.483221476510067,0.800938337801609,1,1,1,0.498245614035088,0.507142857142857,0.519394213381555,0.476190476190476,0.451612903225806,0.484547710354162,0.79864406779661,0.792732166890982,0.800905469293288
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,1242,414,414,0.6,0.2,0.2, [0.824      0.80241935 0.81048387 0.81048387 0.75      ],0.765700483091787,0.780193236714976,0.841062801932367,0.891287586738627,0.930756843800322,0.886473429951691,0.789587852494577,0.850467289719626,0.762733644859813,0.790804597701149,0.900523560209424,0.788826802526237,0.849977200182398,0.908382066276803,0.841643140418095
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.52173913 0.4673913  0.52173913 0.5326087  0.51630435],0.496732026143791,0.467320261437908,0.789817232375979,0.994582881906825,0.997826086956522,0.994565217391304,0.506410256410256,0.503184713375796,0.496558799640918,0.439862542955327,0.438356164383562,0.466053082191781,0.788990825688073,0.788990825688073,0.78981400842271
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svd,32,0,32, zones, low_bits_6, svd,1776,592,592,0.6,0.2,0.2, [1.         0.99719101 1.         0.99435028 1.        ],0.583333333333333,0.633333333333333,0.901094276094276,1,1,1,0.6684350132626,0.863013698630137,0.590597758405978,0.707446808510638,0.863636363636364,0.627023661270237,0.90707789640174,0.965488215488216,0.901094276094276
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26,12, low_bits_5, svdn,1866,622,622,0.6,0.2,0.2, [0.98395722 0.98128342 0.97326203 0.96774194 0.99193548],0.576470588235294,0.592156862745098,0.908249158249158,0.996784565916399,0.996784565916399,0.996784565916399,0.564516129032258,0.56,0.576153846153846,0.606060606060606,0.615384615384615,0.591692307692308,0.908326324642557,0.909090909090909,0.908249158249158
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26,12, low_bits_2, svdne,1758,586,586,0.6,0.2,0.2, [0.89488636 0.90056818 0.93465909 0.91477273 0.93142857],0.83495145631068,0.844660194174757,0.923821548821549,0.955386289445049,0.998862343572241,0.953356086461888,0.841121495327103,0.882352941176471,0.835407239819004,0.858823529411765,0.935897435897436,0.84376571141277,0.927571028411364,0.975589225589225,0.923821548821549
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,1194,398,398,0.6,0.2,0.2, [0.8125     0.78333333 0.81092437 0.81092437 0.78151261],0.824120603015075,0.841708542713568,0.861306532663317,0.883265306122449,0.906197654941374,0.880234505862647,0.82051282051282,0.812182741116751,0.824001818319569,0.845208845208845,0.855721393034826,0.841566280273758,0.863501483679525,0.877386934673367,0.861306532663317
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26,12, low_bits_3, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.97837838 0.96486486 0.98108108 0.98097826 0.98913043],0.837735849056604,0.845283018867925,0.960016835016835,0.994063680518079,0.99783315276273,0.994041170097508,0.844765342960289,0.951219512195122,0.845328065956716,0.863787375415282,0.915492957746479,0.839860300011451,0.960921431509667,0.983164983164983,0.960016835016835
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52,8, low_bits_4, svd,1170,390,390,0.6,0.2,0.2, [0.76495726 0.75213675 0.75213675 0.8034188  0.73504274],0.676923076923077,0.676923076923077,0.78974358974359,0.866101694915254,0.873504273504273,0.864957264957265,0.697115384615385,0.747422680412371,0.677282768777614,0.721238938053097,0.779904306220096,0.668957677971926,0.7998046875,0.828947368421053,0.789213808950651
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svdn,32,0,32, zones, low_bits_3, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.95478723 0.92819149 0.94148936 0.93850267 0.94385027],0.816,0.808,0.944444444444444,0.980125523012552,0.998933901918977,0.979744136460554,0.835714285714286,0.886363636363636,0.811825885978428,0.808,0.85593220338983,0.810541859270673,0.945945945945946,0.972222222222222,0.944444444444444
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,918,306,306,0.6,0.2,0.2, [0.80434783 0.79891304 0.80978261 0.77173913 0.83516484],0.820261437908497,0.790849673202614,0.86078431372549,0.900423728813559,0.925925925925926,0.89760348583878,0.810996563573883,0.776315789473684,0.819976076555024,0.792207792207792,0.767295597484277,0.791811064048261,0.861957226182761,0.863636363636364,0.860765550239234
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52,8, low_bits_5, svd,1122,374,374,0.6,0.2,0.2, [0.71681416 0.75892857 0.72767857 0.76339286 0.75      ],0.60427807486631,0.537433155080214,0.709090909090909,0.785782901056676,0.729055258467023,0.801247771836007,0.6318407960199,0.705555555555556,0.607932416953036,0.579075425790754,0.604060913705584,0.533668874931888,0.706580366774541,0.698294243070362,0.709125662307713
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58,4, low_bits_4, svdne,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.76415094 0.75471698 0.83018868 0.81730769 0.81730769],0.714285714285714,0.714285714285714,0.820776255707763,0.891013384321224,0.885931558935361,0.891634980988593,0.719101123595506,0.688172043010753,0.716037241017571,0.6875,0.6875,0.712171052631579,0.817653890824623,0.807339449541284,0.820715179316097
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdn,8,46,54, zones, low_bits_4_shifted_2, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.5        0.45977011 0.54022989 0.47126437 0.51162791],0.529411764705882,0.532871972318339,0.80774550484094,0.991907514450867,0.988479262672811,0.991935483870967,0.531034482758621,0.562043795620438,0.531021897810219,0.551495016611296,0.560810810810811,0.532178455050796,0.809065934065934,0.819193324061196,0.807808491466636
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52,8, low_bits_6, svd,1164,388,388,0.6,0.2,0.2, [0.81623932 0.76068376 0.84051724 0.87931034 0.83189655],0.574742268041237,0.582474226804124,0.767010309278351,0.886877828054299,0.84192439862543,0.892611683848797,0.590570719602978,0.604060913705584,0.574281765753315,0.592964824120603,0.614583333333333,0.582801870748299,0.762854144805876,0.748712667353244,0.767029192293753
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52,8, low_bits_3, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.48275862 0.49137931 0.5        0.50869565 0.52608696],0.488311688311688,0.524675324675325,0.5134994807892,0.391256830601093,0.309688581314879,0.518166089965398,0.382445141065831,0.299019607843137,0.500338533203337,0.419047619047619,0.362637362637363,0.516294050776809,0.395093608779858,0.317427385892116,0.513703297935663
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdn,26,0,26,12, low_bits_4_shifted_2, svdn,1782,594,594,0.6,0.2,0.2, [0.99441341 0.98876404 0.98033708 0.97191011 0.98314607],0.558922558922559,0.589225589225589,0.892255892255892,0.998315553060079,0.997755331088664,0.998316498316498,0.628895184135977,0.76551724137931,0.563679673321234,0.67027027027027,0.81578947368421,0.583756805807623,0.89776357827476,0.946127946127946,0.892255892255892
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.72916667 0.77604167 0.72395833 0.765625   0.76842105],0.658307210031348,0.705329153605016,0.807017543859649,0.891416752843847,0.899791231732777,0.890396659707724,0.660436137071651,0.726027397260274,0.663591733312218,0.728323699421965,0.777777777777778,0.704175513092711,0.811505507955936,0.842439644218551,0.807499179340425
ensemble_model_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54,6, lab, svdne,930,310,310,0.6,0.2,0.2, [0.96774194 0.95698925 0.97311828 0.98387097 0.98387097],0.709677419354839,0.690322580645161,0.87741935483871,0.995689655172414,0.993548387096774,0.995698924731183,0.764397905759162,0.954248366013072,0.712792972815453,0.74331550802139,0.958620689655172,0.706583072100313,0.887173396674584,0.979030144167759,0.878968693430766
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svd,4,48,52,8, low_bits_4_shifted_2, svd,1278,426,426,0.6,0.2,0.2, [0.765625   0.828125   0.80078125 0.7890625  0.81889764],0.568075117370892,0.582159624413146,0.785446009389671,0.92442322991249,0.909233176838811,0.92566510172144,0.611814345991561,0.68075117370892,0.568075117370892,0.635245901639344,0.731132075471698,0.582855757362017,0.794051374493015,0.828007518796992,0.785485935758721
ensemble_model_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26,12, lab, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.97513812 0.98066298 0.98055556 0.99166667 0.97777778],0.559440559440559,0.510489510489511,0.886363636363636,0.997780244173141,0.996674057649667,0.997782705099778,0.483606557377049,0.427536231884058,0.554984332158245,0.492753623188406,0.45945945945946,0.512338425381904,0.883720930232558,0.863636363636364,0.886363636363636
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.86206897 0.8255814  0.9127907  0.8255814  0.81976744],0.770034843205575,0.777003484320557,0.85933147632312,0.920177383592018,0.962877030162413,0.916473317865429,0.760869565217391,0.7,0.773357664233576,0.766423357664234,0.729166666666667,0.777170745920746,0.860881542699724,0.862068965517241,0.859304524952714
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.80327869 0.78688525 0.79508197 0.80327869 0.83606557],0.689655172413793,0.640394088669951,0.83759842519685,0.951585976627713,0.934426229508197,0.952459016393443,0.727272727272727,0.831683168316832,0.690351388079985,0.683982683982684,0.806122448979592,0.645918367346939,0.844486333647502,0.888888888888889,0.837999131944444
svm_model_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54,6, low_bits_5, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.8255814  0.77325581 0.77325581 0.74117647 0.75882353],0.614035087719298,0.621052631578947,0.76437587657784,0.855036855036855,0.813084112149533,0.86214953271028,0.678362573099415,0.783783783783784,0.607220359045177,0.680473372781065,0.815602836879433,0.623079196217494,0.775100401606426,0.807531380753138,0.76413240405781
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svdn,32,0,32, zones, low_bits_2, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.92329545 0.91193182 0.875      0.90571429 0.88285714],0.835483870967742,0.835483870967742,0.912878787878788,0.942841589548176,0.986332574031891,0.940205011389522,0.846846846846847,0.903846153846154,0.83503996003996,0.854700854700855,0.974025974025974,0.836371961371961,0.917889726299088,0.973905723905724,0.912878787878788
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.47474747 0.5255102  0.58163265 0.49489796 0.43877551],0.529051987767584,0.46177370030581,0.79278728606357,0.99078812691914,0.985743380855397,0.990835030549898,0.538922155688623,0.5625,0.529752994011976,0.45679012345679,0.493333333333333,0.464180790960452,0.792660550458715,0.808988764044944,0.79311713651349
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svd,40,0,40, zones, low_bits_4, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [1.        1.        0.9972973 1.        1.       ],0.812977099236641,0.812977099236641,0.958754208754209,1,1,1,0.833898305084746,0.884892086330935,0.808299701702053,0.821818181818182,0.91869918699187,0.819061823711762,0.959537572254335,0.978114478114478,0.958754208754209
ensemble_model_v2_N8_B46_E54_nb_zones_6_lab_svdne,8,46,54, zones, lab, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.93023256 0.95930233 0.93604651 0.94117647 0.94705882],0.740350877192982,0.736842105263158,0.891304347826087,0.992957746478873,0.988317757009346,0.992990654205607,0.767295597484277,0.924242424242424,0.752970885323826,0.788732394366197,0.952380952380952,0.729813664596273,0.898360655737705,0.968882602545969,0.891951732427365
svm_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdne,8,46,54,6, low_bits_4_shifted_2, svdne,1008,336,336,0.6,0.2,0.2, [0.82178218 0.86138614 0.82673267 0.84158416 0.76      ],0.607142857142857,0.62797619047619,0.774404761904762,0.878243512974052,0.873015873015873,0.878968253968254,0.661538461538462,0.767857142857143,0.607142857142857,0.683544303797468,0.818181818181818,0.631313131313131,0.787912702853945,0.841099163679809,0.774642108530296
svm_model_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32,12, lab, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.90607735 0.89779006 0.89502762 0.91712707 0.89722222],0.542253521126761,0.556338028169014,0.848484848484848,0.941375422773394,0.923672566371681,0.942477876106195,0.462809917355372,0.414814814814815,0.536266467810092,0.470588235294118,0.375838926174497,0.565697240865026,0.840283939662822,0.797138047138047,0.848484848484848
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58,6, low_bits_3, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.52873563 0.51744186 0.53488372 0.54651163 0.48255814],0.494773519163763,0.54006968641115,0.553621169916435,0.579676674364896,0.582366589327146,0.577726218097448,0.533762057877814,0.564625850340136,0.493027210884354,0.525179856115108,0.517730496453901,0.53968716603517,0.559450171821306,0.566063977746871,0.553603815930618
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svd,40,0,40,12, low_bits_4_shifted_2, svd,1734,578,578,0.6,0.2,0.2, [0.99425287 0.98850575 0.99421965 0.98554913 0.99132948],0.585669781931464,0.542056074766355,0.882154882154882,1,1,1,0.701123595505618,0.962962962962963,0.582110412299091,0.669662921348315,0.937106918238994,0.545713952946657,0.893292682926829,0.986531986531986,0.882154882154882
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52,8, low_bits_5, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.79059829 0.73504274 0.77350427 0.76923077 0.75      ],0.544987146529563,0.506426735218509,0.773381294964029,0.937716262975778,0.928082191780822,0.938356164383562,0.598639455782313,0.698412698412698,0.549206349206349,0.559633027522936,0.642105263157895,0.509494842634224,0.783079193310379,0.826583592938733,0.773922518748105
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54,6, low_bits_5, svdne,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.84444444 0.76666667 0.75       0.79444444 0.86516854],0.662207357859532,0.585284280936455,0.808155080213904,0.930957683741648,0.930957683741648,0.930957683741648,0.693009118541033,0.786206896551724,0.665830721003135,0.607594936708861,0.676056338028169,0.589620525701983,0.81399870382372,0.853260869565217,0.808867276887872
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40,12, low_bits_6, svd,1894,631,631,0.600126742712294,0.199936628643853,0.199936628643853, [0.99736842 0.99210526 0.9973545  0.99470899 0.99206349],0.663900414937759,0.688796680497925,0.934343434343434,1,1,1,0.698884758364312,0.764227642276423,0.661774838087364,0.719101123595506,0.813559322033898,0.691332506545404,0.935802469135803,0.957070707070707,0.934343434343434
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_6_svdne,16,0,16, zones, low_bits_6, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [1.         1.         0.99189189 1.         1.        ],0.596958174904943,0.623574144486692,0.913720538720539,1,1,1,0.631944444444444,0.705426356589147,0.598981835010992,0.668896321070234,0.746268656716418,0.621196343862085,0.915880180549856,0.939393939393939,0.913720538720539
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52,8, low_bits_2, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.55371901 0.48347107 0.49173554 0.54132231 0.50826446],0.580645161290323,0.508684863523573,0.817956349206349,1,1,1,0.584766584766585,0.607142857142857,0.581349206349206,0.50990099009901,0.495192307692308,0.509134615384615,0.81840672934191,0.819623389494549,0.817954693754226
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54,8, low_bits_3, svdn,1152,384,384,0.6,0.2,0.2, [0.52155172 0.50869565 0.53913043 0.52173913 0.50869565],0.5390625,0.489583333333333,0.565104166666667,0.67,0.814236111111111,0.598958333333333,0.632016632016632,0.77948717948718,0.535246235246235,0.577586206896552,0.736263736263736,0.501795234468502,0.643923240938166,0.792235047219307,0.566748340569323
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58,6, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.78494624 0.80434783 0.79891304 0.78804348 0.76086957],0.648208469055374,0.599348534201954,0.766276041666667,0.856823266219239,0.830802603036876,0.86117136659436,0.6625,0.666666666666667,0.647522522522522,0.585858585858586,0.583892617449664,0.598908334041288,0.762409000661813,0.749024707412224,0.766298533627885
svm_model_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52,8, lab, svdn,1326,442,442,0.6,0.2,0.2, [0.54135338 0.58270677 0.54887218 0.53030303 0.56818182],0.561085972850679,0.518099547511312,0.563348416289593,0.551446945337621,0.517345399698341,0.579185520361991,0.533653846153846,0.5,0.561363636363636,0.476658476658477,0.431111111111111,0.519703020993344,0.533139816158684,0.496396396396396,0.563652743652744
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_5_svdne,16,0,16, zones, low_bits_5, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [1.         1.         0.99725275 1.         0.99450549],0.586330935251799,0.58273381294964,0.902777777777778,1,1,1,0.617940199335548,0.673913043478261,0.58695652173913,0.6,0.621428571428571,0.582453416149068,0.904189133139776,0.917508417508418,0.902777777777778
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40,12, low_bits_3, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.95170455 0.90909091 0.92329545 0.92571429 0.93142857],0.787096774193548,0.77741935483871,0.911195286195286,0.957589285714286,0.977220956719818,0.956719817767654,0.804733727810651,0.888888888888889,0.788393489030432,0.802292263610315,0.89171974522293,0.775925232088589,0.914885034288019,0.954545454545455,0.911195286195286
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svd,4,48,52, zones, low_bits_4_shifted_2, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.74553571 0.77232143 0.71875    0.74553571 0.73660714],0.560321715817694,0.525469168900804,0.780278670953912,0.937669376693767,0.926785714285714,0.938392857142857,0.596059113300493,0.643617021276596,0.559646348476136,0.549618320610687,0.613636363636364,0.530168435625289,0.78488982161595,0.80952380952381,0.780558083105854
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,1158,386,386,0.6,0.2,0.2, [0.71982759 0.7887931  0.76724138 0.73706897 0.73043478],0.686528497409326,0.694300518134715,0.780310880829016,0.84201537147737,0.85146804835924,0.840241796200345,0.679045092838196,0.663212435233161,0.686528497409326,0.682795698924731,0.658031088082902,0.694300518134715,0.779166666666667,0.775129533678757,0.780310880829016
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54,8, low_bits_2, svdn,1188,396,396,0.6,0.2,0.2, [0.5        0.51680672 0.49159664 0.4789916  0.46610169],0.477272727272727,0.487373737373737,0.588888888888889,0.633393829401089,0.587542087542088,0.65993265993266,0.416901408450704,0.373737373737374,0.477272727272727,0.486075949367089,0.461538461538462,0.488747954173486,0.560475161987041,0.519,0.589602040816327
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52,8, low_bits_6, svd,1248,416,416,0.6,0.2,0.2, [0.748      0.728      0.7        0.724      0.75806452],0.641826923076923,0.5625,0.801442307692308,0.933977455716586,0.92948717948718,0.934294871794872,0.697768762677485,0.803738317757009,0.63701767372999,0.633064516129032,0.785,0.570740740740741,0.814881219184222,0.875722543352601,0.801584880121598
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52,8, low_bits_3, svdn,1140,380,380,0.6,0.2,0.2, [0.52631579 0.49122807 0.46052632 0.5        0.51754386],0.505263157894737,0.463157894736842,0.793684210526316,1,1,1,0.510416666666667,0.513089005235602,0.50522175129505,0.465968586387435,0.463541666666667,0.463153812056738,0.794333683105981,0.794333683105981,0.793682153063022
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdne,8,46,54,6, low_bits_4_shifted_2, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.79268293 0.74691358 0.7654321  0.70987654 0.81481481],0.592592592592593,0.614814814814815,0.818786982248521,0.961869618696187,0.963054187192118,0.961822660098522,0.620689655172414,0.725806451612903,0.602629253203712,0.643835616438356,0.723076923076923,0.618681318681319,0.824372759856631,0.871212121212121,0.819999124189875
ensemble_model_v2_N16_B0_E16_nb_zones_12_low_bits_4_shifted_2_svdne,16,0,16, zones, low_bits_4_shifted_2, svdne,1794,598,598,0.6,0.2,0.2, [1.        1.        0.9972067 1.        1.       ],0.639175257731959,0.670103092783505,0.91540404040404,1,1,1,0.657980456026059,0.701388888888889,0.639810090702948,0.682119205298013,0.700680272108844,0.669784580498866,0.916354556803995,0.926767676767677,0.91540404040404
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58,4, low_bits_6, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.95081967 0.91803279 0.95833333 0.89166667 0.91666667],0.54228855721393,0.597014925373134,0.819085487077535,0.98531810766721,1,0.985099337748344,0.610169491525424,0.808988764044944,0.569672953451043,0.663900414937759,0.842105263157895,0.609731876861966,0.83302752293578,0.934156378600823,0.822847420069642
svm_model_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54,6, low_bits_6, svdne,978,326,326,0.6,0.2,0.2, [0.81632653 0.89285714 0.85714286 0.79081633 0.86082474],0.530674846625767,0.604294478527607,0.767484662576687,0.901522842639594,0.907975460122699,0.90081799591002,0.614609571788413,0.709302325581395,0.520235578375113,0.664935064935065,0.80503144654088,0.609102549617746,0.785512167515563,0.846341463414634,0.766997892201144
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58,4, low_bits_5, svd,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.88 0.93 0.88 0.91 0.8 ],0.63855421686747,0.626506024096386,0.837740384615385,0.973947895791583,0.972,0.974,0.696969696969697,0.766666666666667,0.626754385964912,0.659340659340659,0.740740740740741,0.629193899782135,0.84641638225256,0.883610451306413,0.837182354606978
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58,6, low_bits_2, svdn,1000,333,333,0.600240096038415,0.199879951980792,0.199879951980792, [0.54  0.505 0.48  0.48  0.515],0.471471471471471,0.48948948948949,0.792316926770708,1,1,1,0.463414634146341,0.436781609195402,0.473107785729777,0.487951807228916,0.48502994011976,0.489502921867109,0.791566265060241,0.781212841854935,0.792424602745649
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54,8, low_bits_4, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.80645161 0.77419355 0.7983871  0.77016129 0.76209677],0.699757869249395,0.697336561743341,0.752662149080348,0.79595015576324,0.824193548387097,0.788709677419355,0.688442211055276,0.67487684729064,0.699343185550082,0.695863746958637,0.729591836734694,0.698897300855826,0.755852842809365,0.776251226692836,0.752977571321585
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32,12, low_bits_5, svdn,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.93274854 0.94705882 0.96176471 0.95294118 0.96470588],0.56973293768546,0.566765578635015,0.868686868686869,0.987595983461311,0.982373678025852,0.987661574618096,0.508474576271186,0.436046511627907,0.572568710359408,0.516556291390728,0.472727272727273,0.56485200845666,0.863755458515284,0.832491582491583,0.868686868686869
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58,6, low_bits_3, svdn,762,254,254,0.6,0.2,0.2, [0.55194805 0.57236842 0.53289474 0.55263158 0.51973684],0.515748031496063,0.507874015748032,0.804724409448819,1,1,1,0.539325842696629,0.496551724137931,0.518918063903828,0.505928853754941,0.457142857142857,0.513659147869674,0.806552262090484,0.776276276276276,0.806184495754032
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26,12, low_bits_4, svdne,1740,580,580,0.6,0.2,0.2, [0.99712644 1.         0.99137931 1.         0.99712644],0.60062893081761,0.635220125786163,0.897727272727273,1,1,1,0.657681940700809,0.734939759036145,0.594443563728599,0.679558011049724,0.809210526315789,0.64255707038681,0.90173877881116,0.938552188552189,0.897727272727273
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.80813953 0.86046512 0.82941176 0.79411765 0.82941176],0.556338028169014,0.545774647887324,0.791842475386779,0.950898203592814,0.929742388758782,0.951990632318501,0.608695652173913,0.725925925925926,0.564305244842158,0.619469026548672,0.75,0.548611111111111,0.802139037433155,0.854700854700855,0.792628205128205
svm_model_N8_B46_E54_nb_zones_8_lab_svd,8,46,54,8, lab, svd,1200,400,400,0.6,0.2,0.2, [0.9625     0.95416667 0.97083333 0.9625     0.97083333],0.705,0.76,0.882,0.981450252951096,0.97,0.981666666666666,0.73542600896861,0.845360824742268,0.709088179361425,0.789473684210526,0.9,0.76,0.886973180076628,0.93158953722334,0.882295762647455
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40,12, low_bits_2, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.87988827 0.86592179 0.8575419  0.89325843 0.92696629],0.861016949152542,0.833898305084746,0.892255892255892,0.912906610703043,0.97424412094065,0.907054871220605,0.878338278931751,0.993288590604027,0.85965799393215,0.853731343283582,0.979452054794521,0.835363611289878,0.900698215671063,0.977272727272727,0.892255892255892
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58,4, low_bits_6, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.95       0.94166667 0.90833333 0.93333333 0.89830508],0.673366834170854,0.532663316582914,0.840361445783132,0.998330550918197,1,0.998327759197324,0.694835680751174,0.732673267326733,0.672459082642958,0.590308370044053,0.712765957446808,0.54209726443769,0.846968238691049,0.890688259109312,0.840762456247883
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svd,16,42,58,4, low_bits_4_shifted_2, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.91935484 0.90322581 0.91129032 0.84677419 0.87903226],0.616504854368932,0.699029126213592,0.863372093023256,1,1,1,0.669456066945607,0.842105263157895,0.632764343290659,0.728070175438596,0.83,0.702735849056604,0.870285188592456,0.936633663366337,0.864901271910872
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58,4, low_bits_5, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.85714286 0.84821429 0.87272727 0.85454545 0.86363636],0.554347826086957,0.565217391304348,0.809110629067245,0.974264705882353,0.956678700361011,0.974729241877256,0.623853211009174,0.80952380952381,0.574761904761905,0.652173913043478,0.721153846153846,0.541826923076923,0.82258064516129,0.87741935483871,0.808512740876685
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58,6, low_bits_4, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.77222222 0.65555556 0.74444444 0.76111111 0.78089888],0.678929765886288,0.655518394648829,0.828877005347593,0.93687707641196,0.942093541202673,0.93652561247216,0.647058823529412,0.594594594594595,0.678091999284052,0.646048109965636,0.635135135135135,0.655315911938428,0.82537517053206,0.812080536912752,0.828809908935737
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdn,32,0,32,12, low_bits_4_shifted_2, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.97206704 0.98324022 0.96910112 0.96629213 0.96629213],0.543918918918919,0.574324324324324,0.881734006734007,0.988713318284424,0.982062780269058,0.988789237668161,0.632152588555858,0.90625,0.587053571428571,0.697115384615385,0.863095238095238,0.529203869047619,0.890019569471624,0.957070707070707,0.881734006734007
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_4_shifted_2_svdne,8,46,54, zones, low_bits_4_shifted_2, svdne,858,286,286,0.6,0.2,0.2, [0.84302326 0.81395349 0.8255814  0.79069767 0.83529412],0.531468531468531,0.552447552447552,0.79020979020979,0.956018518518518,0.962703962703963,0.955710955710956,0.619318181818182,0.83206106870229,0.5547402117705,0.634285714285714,0.78169014084507,0.55403951486698,0.808429118773946,0.901709401709402,0.792200854700855
ensemble_model_v2_N16_B0_E16_nb_zones_12_lab_svdne,16,0,16, zones, lab, svdne,1782,594,594,0.6,0.2,0.2, [0.99162011 1.         1.         1.         1.        ],0.535353535353535,0.501683501683502,0.87962962962963,1,1,1,0.58433734939759,0.633986928104575,0.532271241830065,0.551515151515152,0.631944444444444,0.505514705882353,0.882978723404255,0.908249158249158,0.87962962962963
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.71721311 0.78688525 0.74793388 0.7107438  0.75619835],0.586633663366337,0.512376237623762,0.784371909000989,0.941080196399345,0.947281713344316,0.940691927512356,0.658486707566462,0.770334928229665,0.580039258986627,0.592132505175983,0.740932642487047,0.522125089016035,0.801276207839562,0.871159563924678,0.784543256789585
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.73611111 0.74299065 0.71028037 0.79906542 0.77102804],0.602240896358543,0.515406162464986,0.778835386338186,0.924528301886792,0.914179104477612,0.925373134328358,0.645,0.745664739884393,0.60652802211611,0.579075425790754,0.683908045977011,0.519549651403806,0.78888295029396,0.835787089467724,0.779466080725002
ensemble_model_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54,6, low_bits_6, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.82608696 0.79891304 0.83152174 0.76923077 0.81868132],0.580327868852459,0.557377049180328,0.813237221494102,0.975717439293598,0.965065502183406,0.975982532751092,0.659574468085106,0.8,0.576666666666667,0.632152588555858,0.768211920529801,0.559430635589576,0.8271679805943,0.892670157068063,0.813132978796499
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svd,16,42,58,4, low_bits_4_shifted_2, svd,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.93269231 0.90384615 0.95192308 0.91346154 0.90384615],0.566473988439306,0.560693641618497,0.815242494226328,0.982591876208897,0.976923076923077,0.982692307692308,0.619289340101523,0.701149425287356,0.565690991713446,0.648148148148148,0.714285714285714,0.537142857142857,0.827956989247312,0.865168539325843,0.813819424057221
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,522,174,174,0.6,0.2,0.2, [0.96226415 0.91346154 0.94230769 0.94230769 0.95192308],0.586206896551724,0.545977011494253,0.818390804597701,0.98661567877629,0.988505747126437,0.986590038314176,0.678571428571429,0.826086956521739,0.571580063626723,0.618357487922705,0.810126582278481,0.568221185876083,0.834381551362683,0.921296296296296,0.819095636732623
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,486,162,162,0.6,0.2,0.2, [0.81632653 0.79591837 0.83673469 0.82291667 0.84375   ],0.555555555555556,0.487654320987654,0.785185185185185,0.960334029227558,0.946502057613169,0.960905349794239,0.532467532467532,0.577464788732394,0.557963163596966,0.520231213872832,0.529411764705882,0.485485103132162,0.784119106699752,0.791979949874687,0.785284378830287
ensemble_model_N40_B0_E40_nb_zones_12_lab_svd,40,0,40,12, lab, svd,1882,627,627,0.600127551020408,0.199936224489796,0.199936224489796, [1.         1.         0.98404255 1.         1.        ],0.574898785425101,0.619433198380567,0.916245791245791,1,1,1,0.700854700854701,1,0.576612903225807,0.725146198830409,1,0.617886178861789,0.922718446601941,1,0.916245791245791
svm_model_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32,12, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.97457627 0.96892655 0.96610169 0.98587571 0.97443182],0.858552631578947,0.875,0.952020202020202,0.981553940749022,0.993212669683258,0.981334841628959,0.857142857142857,0.848684210526316,0.858552631578947,0.875,0.875,0.875,0.952380952380952,0.95959595959596,0.952020202020202
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_3_svdne,26,0,26, zones, low_bits_3, svdne,1842,614,614,0.6,0.2,0.2, [0.98918919 0.98641304 0.98369565 0.98097826 0.99184783],0.898876404494382,0.846441947565543,0.970538720538721,0.998913043478261,0.997828447339848,0.998914223669924,0.904593639575972,0.934306569343065,0.897922515440764,0.846441947565543,0.869230769230769,0.847024143739472,0.97071129707113,0.976430976430976,0.970538720538721
svm_model_N16_B42_E58_nb_zones_4_lab_svd,16,42,58,4, lab, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.98333333 1.         0.99166667 1.         1.        ],0.758793969849246,0.758793969849246,0.902610441767068,0.998324958123953,0.996655518394649,0.998327759197324,0.791304347826087,0.875,0.75328947368421,0.764705882352941,0.787878787878788,0.758939393939394,0.905916585838991,0.930278884462151,0.902386405793829
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_2_svdne,26,0,26, zones, low_bits_2, svdne,1848,616,616,0.6,0.2,0.2, [0.92432432 0.92972973 0.95135135 0.95135135 0.94021739],0.909090909090909,0.867424242424242,0.957070707070707,0.977236633139227,0.998917748917749,0.976731601731601,0.916083916083916,0.963235294117647,0.907398897058824,0.869888475836431,0.9140625,0.868795955882353,0.958265139116203,0.985690235690236,0.957070707070707
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.56422018 0.52293578 0.55504587 0.50917431 0.50458716],0.495867768595041,0.517906336088154,0.798458149779736,0.992673992673993,0.994495412844037,0.992660550458715,0.456973293768546,0.4375,0.494151069518717,0.52054794520548,0.50531914893617,0.518373860182371,0.795986622073579,0.785478547854785,0.798472460255948
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52,8, low_bits_4, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.50869565 0.45652174 0.50434783 0.45217391 0.49565217],0.522193211488251,0.519582245430809,0.519311064718163,0.33890214797136,0.24695652173913,0.518260869565217,0.298850574712644,0.21195652173913,0.510500873934892,0.347517730496454,0.239024390243902,0.540860509728693,0.333091962346126,0.238589211618257,0.521080320094843
ensemble_model_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52,8, lab, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.54782609 0.53913043 0.46956522 0.55652174 0.55217391],0.527415143603133,0.485639686684073,0.792797494780793,0.983549783549784,0.987826086956522,0.983478260869565,0.5249343832021,0.561797752808989,0.529679364209372,0.493573264781491,0.51063829787234,0.486088379705401,0.793766233766234,0.811902231668438,0.793130603013706
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.48255814 0.5        0.50588235 0.52941176 0.5       ],0.496478873239437,0.559859154929578,0.806610407876231,0.99179366940211,0.990632318501171,0.991803278688525,0.511945392491467,0.506756756756757,0.496025437201908,0.590163934426229,0.604026845637584,0.557568978374347,0.810475534114404,0.812154696132597,0.806507147493232
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54,8, low_bits_3, svdn,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.53781513 0.49159664 0.52521008 0.52542373 0.52542373],0.508860759493671,0.541772151898734,0.810222672064777,1,1,1,0.494791666666667,0.492227979274611,0.508490227261068,0.527415143603133,0.534391534391534,0.541467611855961,0.807987711213518,0.809230769230769,0.81020979020979
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58,6, low_bits_2, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.56666667 0.46111111 0.48888889 0.52247191 0.48876404],0.516778523489933,0.48993288590604,0.801608579088472,1,1,1,0.510204081632653,0.480769230769231,0.518553629469122,0.475862068965517,0.442307692307692,0.492280606717226,0.8,0.778947368421053,0.802041990221455
ensemble_model_N8_B46_E54_nb_zones_8_lab_svd,8,46,54,8, lab, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.95726496 0.97435897 0.98290598 0.98706897 0.95258621],0.783505154639175,0.788659793814433,0.914521112255407,1,1,1,0.806451612903226,0.875,0.780585106382979,0.799019607843137,0.867021276595745,0.791010638297872,0.917330677290837,0.948506694129763,0.914521112255407
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58,4, low_bits_5, svdn,504,168,168,0.6,0.2,0.2, [0.54901961 0.53921569 0.5        0.54       0.48      ],0.494047619047619,0.529761904761905,0.551190476190476,0.642016806722689,0.757936507936508,0.577380952380952,0.589371980676328,0.685393258426966,0.481937135542597,0.598984771573604,0.67816091954023,0.5242656449553,0.622622622622623,0.726635514018692,0.547783776426822
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svdn,26,0,26, zones, low_bits_6, svdn,1902,634,634,0.6,0.2,0.2, [0.9921466  0.98684211 0.98684211 0.99473684 0.99736842],0.611814345991561,0.632911392405063,0.9246632996633,1,1,1,0.589285714285714,0.605504587155963,0.611346043577982,0.658823529411765,0.65625,0.630877293577982,0.924821503569929,0.926767676767677,0.9246632996633
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svd,16,42,58, zones, low_bits_4_shifted_2, svd,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.90909091 0.90769231 0.90769231 0.86153846 0.88461538],0.645161290322581,0.470046082949309,0.818600368324125,0.992272024729521,0.984662576687116,0.992331288343558,0.73356401384083,0.883333333333333,0.61692439862543,0.575645756457565,0.757281553398058,0.483903934593766,0.836785418392709,0.919854280510018,0.81746903969635
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.48780488 0.49186992 0.54878049 0.50813008 0.5       ],0.491442542787286,0.464547677261614,0.787878787878788,0.994285714285714,0.99185667752443,0.994299674267101,0.446808510638298,0.43979057591623,0.488243911811326,0.472289156626506,0.473429951690821,0.464437748122638,0.784722222222222,0.781620553359684,0.787812210915819
svm_model_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32,12, low_bits_2, svdne,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.9122807  0.94411765 0.92352941 0.91470588 0.93823529],0.741839762611276,0.756676557863502,0.887626262626263,0.945128779395297,0.991774383078731,0.942420681551116,0.743362831858407,0.732558139534884,0.742036645525018,0.765714285714286,0.812121212121212,0.757804792107118,0.892121212121212,0.929292929292929,0.887626262626263
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svdn,32,0,32, zones, low_bits_4, svdn,1800,600,600,0.6,0.2,0.2, [0.98888889 0.98055556 0.97777778 0.96666667 0.97777778],0.694444444444444,0.725694444444444,0.928451178451178,0.998336106489185,1,0.998333333333333,0.696551724137931,0.711267605633803,0.694674898707312,0.716845878136201,0.684931506849315,0.726268570326066,0.928330522765599,0.926767676767677,0.928451178451178
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54,8, low_bits_5, svd,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.72321429 0.77027027 0.76126126 0.74324324 0.77927928],0.602702702702703,0.64054054054054,0.772138228941685,0.870201096892139,0.856115107913669,0.872302158273381,0.599455040871935,0.617977528089888,0.603259597378277,0.645333333333333,0.650537634408602,0.640486208508649,0.770152505446623,0.768478260869565,0.772114666915469
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58,4, low_bits_6, svdn,594,198,198,0.6,0.2,0.2, [0.55833333 0.54166667 0.44915254 0.52542373 0.61864407],0.444444444444444,0.484848484848485,0.561616161616162,0.611888111888112,0.589225589225589,0.626262626262626,0.395604395604396,0.387096774193548,0.441167434715822,0.43956043956044,0.404040404040404,0.484848484848485,0.536324786324786,0.513292433537832,0.561037434333786
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdn,4,48,52,8, low_bits_4_shifted_2, svdn,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.5234375  0.53125    0.5234375  0.4765625  0.43359375],0.490610328638498,0.464788732394366,0.50703564727955,0.544360902255639,0.565625,0.5265625,0.498845265588914,0.54,0.493451327433628,0.506493506493506,0.524663677130045,0.461839227727584,0.527640449438202,0.552210724365005,0.5071624248579
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54,8, low_bits_2, svdn,1200,400,400,0.6,0.2,0.2, [0.55833333 0.4625     0.50833333 0.5125     0.4875    ],0.5175,0.4675,0.797,1,1,1,0.534939759036144,0.538834951456311,0.516840156140527,0.452442159383034,0.44,0.4675,0.797405189620758,0.794234592445328,0.797016692600934
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54,8, low_bits_4, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.75833333 0.73333333 0.72916667 0.79831933 0.77731092],0.731155778894472,0.736180904522613,0.795682730923695,0.838976052848885,0.849498327759197,0.83695652173913,0.735802469135802,0.772020725388601,0.732351826108935,0.73551637279597,0.719211822660099,0.736528988253126,0.797814207650273,0.80784708249497,0.795707108381753
ensemble_model_N16_B42_E58_nb_zones_4_lab_svd,16,42,58,4, lab, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [1.         0.99193548 1.         1.         1.        ],0.803921568627451,0.803921568627451,0.921722113502935,1,1,1,0.826086956521739,0.88785046728972,0.799595336737643,0.827586206896552,0.897196261682243,0.799113594758647,0.925650557620818,0.955854126679463,0.921040835794821
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.79787234 0.82978723 0.79255319 0.81382979 0.80319149],0.565495207667732,0.626198083067093,0.778416347381865,0.89957264957265,0.895744680851064,0.9,0.606936416184971,0.664556962025316,0.564536545528787,0.691292875989446,0.770588235294118,0.612566844919786,0.79108970499699,0.823308270676692,0.777539552005012
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63,4, low_bits_3, svd,588,196,196,0.6,0.2,0.2, [0.81355932 0.77118644 0.79661017 0.73728814 0.75      ],0.760204081632653,0.836734693877551,0.794897959183673,0.798679867986799,0.82312925170068,0.792517006802721,0.779342723004695,0.864583333333333,0.762291666666667,0.838383838383838,0.873684210526316,0.837832204273059,0.8023598820059,0.841237113402062,0.795366031448506
ensemble_model_v2_N8_B46_E54_nb_zones_6_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.78651685 0.81460674 0.79213483 0.86516854 0.80898876],0.618243243243243,0.557432432432432,0.811740890688259,0.96054114994363,0.957303370786517,0.960674157303371,0.64797507788162,0.77037037037037,0.630526800092017,0.622478386167147,0.666666666666667,0.546019900497512,0.820578778135048,0.859838274932615,0.811675894223064
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svdn,26,0,26, zones, low_bits_5, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [1.         0.98033708 0.98876404 0.9747191  0.98595506],0.62751677852349,0.661073825503356,0.910774410774411,1,1,1,0.685552407932011,0.864285714285714,0.641003616636528,0.73209549071618,0.873417721518987,0.647423146473779,0.915537848605578,0.967171717171717,0.910774410774411
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40,12, low_bits_5, svd,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.99702381 0.99702381 0.99702381 1.         0.99700599],0.656160458452722,0.616045845272206,0.893097643097643,1,1,1,0.728506787330317,0.92,0.655402298850575,0.707423580786026,0.931034482758621,0.616945812807882,0.901474010861133,0.978114478114478,0.893097643097643
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63,4, low_bits_2, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.81147541 0.85245902 0.83606557 0.75409836 0.76666667],0.801980198019802,0.797029702970297,0.816205533596838,0.815465729349736,0.763157894736842,0.827302631578947,0.797979797979798,0.814432989690721,0.802454590083456,0.807511737089202,0.83495145631068,0.796263606943219,0.810204081632653,0.787698412698413,0.816093300837395
svm_model_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58,6, low_bits_3, svdne,846,282,282,0.6,0.2,0.2, [0.82941176 0.85294118 0.84705882 0.80952381 0.82142857],0.780141843971631,0.76241134751773,0.841843971631206,0.891705069124424,0.914893617021277,0.888888888888889,0.77536231884058,0.792592592592593,0.780650037792895,0.75092936802974,0.753731343283582,0.762000806776926,0.842179759377212,0.859826589595376,0.842169562207159
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svd,16,42,58, zones, lab, svd,534,178,178,0.6,0.2,0.2, [0.99074074 0.96296296 1.         0.95283019 0.98113208],0.786516853932584,0.786516853932584,0.914606741573034,1,1,1,0.813725490196078,0.855670103092784,0.779686903398244,0.808080808080808,0.898876404494382,0.786516853932584,0.918803418803419,0.949227373068433,0.91397295426877
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svd,8,46,54,8, low_bits_4_shifted_2, svd,1242,414,414,0.6,0.2,0.2, [0.78       0.77822581 0.85080645 0.77016129 0.79435484],0.599033816425121,0.601449275362319,0.805797101449275,0.94251012145749,0.93719806763285,0.942834138486312,0.670634920634921,0.800947867298578,0.595055214437466,0.669338677354709,0.795238095238095,0.59859943977591,0.820375335120644,0.880998080614203,0.805285032525001
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdn,26,0,26, zones, low_bits_4_shifted_2, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.98876404 0.99157303 0.99157303 0.98876404 0.99719101],0.520134228187919,0.51006711409396,0.877946127946128,0.999438517686693,1,0.999438202247191,0.56797583081571,0.618421052631579,0.518114635904831,0.516556291390729,0.534246575342466,0.510544340302812,0.87986743993372,0.893939393939394,0.877946127946128
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58,4, low_bits_5, svdn,694,231,231,0.600346020761246,0.199826989619377,0.199826989619377, [0.45714286 0.51428571 0.48550725 0.56521739 0.56521739],0.506493506493506,0.528138528138528,0.807093425605536,1,1,1,0.5546875,0.57258064516129,0.501243593608683,0.575875486381323,0.678899082568807,0.536170852759813,0.815244407622204,0.848275862068965,0.806950431034483
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63,4, low_bits_3, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.75806452 0.79032258 0.78225806 0.8442623  0.80327869],0.824390243902439,0.819512195121951,0.885964912280702,0.930379746835443,0.954545454545455,0.928571428571429,0.848739495798319,0.94392523364486,0.818901392332634,0.817733990147783,0.912087912087912,0.828850973587816,0.890959925442684,0.944664031620553,0.886755092733353
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52,8, low_bits_6, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.53913043 0.53043478 0.50434783 0.54782609 0.53913043],0.467362924281984,0.503916449086162,0.525574112734864,0.475025484199796,0.405217391304348,0.552173913043478,0.413793103448276,0.36734693877551,0.469769726072247,0.39873417721519,0.346153846153846,0.496460007654038,0.44741641337386,0.386149003147954,0.524850202508556
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63,4, low_bits_2, svd,618,206,206,0.6,0.2,0.2, [0.88709677 0.88709677 0.91935484 0.89516129 0.86065574],0.771844660194175,0.83495145631068,0.872815533980583,0.918300653594771,0.909385113268608,0.919093851132686,0.791111111111111,0.717741935483871,0.785700236034618,0.828282828282828,0.788461538461538,0.835407239819004,0.873429951690821,0.84171322160149,0.874203466784518
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdn,16,42,58,4, low_bits_4_shifted_2, svdn,702,234,234,0.6,0.2,0.2, [0.53521127 0.60714286 0.59285714 0.56428571 0.60714286],0.538461538461538,0.508547008547009,0.733333333333333,0.872309899569584,0.866096866096866,0.873219373219373,0.504587155963303,0.5,0.536290322580645,0.493392070484582,0.470588235294118,0.50920716112532,0.726795096322242,0.71551724137931,0.733182349503215
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58,4, low_bits_6, svdn,696,232,232,0.6,0.2,0.2, [0.55       0.52142857 0.64285714 0.5        0.51449275],0.448275862068966,0.495689655172414,0.788793103448276,1,1,1,0.433628318584071,0.471153846153846,0.450420673076923,0.551724137931034,0.576,0.488934579439252,0.792899408284024,0.812824956672444,0.788916766500887
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32,12, low_bits_6, svdn,1878,626,626,0.6,0.2,0.2, [0.95744681 0.94946809 0.96276596 0.96808511 0.95989305],0.473895582329317,0.465863453815261,0.879208754208754,0.987614431879375,0.976570820021299,0.987752928647497,0.447257383966245,0.456896551724138,0.472809178117708,0.509225092250922,0.518796992481203,0.461984703137153,0.878646934460888,0.874579124579125,0.879208754208754
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52,8, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.52083333 0.52083333 0.5        0.52916667 0.50416667],0.4925,0.4875,0.5315,0.587685113016368,0.628333333333333,0.559166666666667,0.469973890339426,0.461538461538462,0.491744840525328,0.496314496314496,0.517948717948718,0.488242651657286,0.54799807042933,0.573737373737374,0.531918191819182
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svd,8,46,54, zones, lab, svd,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.95338983 0.93162393 0.92735043 0.93162393 0.92307692],0.735897435897436,0.776923076923077,0.888319672131147,0.976027397260274,0.972696245733788,0.976109215017065,0.771618625277162,0.920634920634921,0.741411987680644,0.799076212471132,0.901041666666667,0.778803661616161,0.893762183235867,0.948293691830403,0.888867658097943
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52,8, low_bits_4, svdn,1088,362,362,0.600441501103753,0.199779249448124,0.199779249448124, [0.46788991 0.50917431 0.49541284 0.5        0.46296296],0.497237569060774,0.50828729281768,0.801324503311258,1,1,1,0.518518518518519,0.521276595744681,0.496270481780387,0.491428571428571,0.502923976608187,0.508006490921895,0.801762114537445,0.806201550387597,0.801340599176197
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58,6, low_bits_4, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.54166667 0.49404762 0.60119048 0.53571429 0.54216867],0.476702508960574,0.516129032258065,0.533667621776504,0.618556701030928,0.715990453460621,0.558472553699284,0.535031847133758,0.608695652173913,0.478106691335183,0.576802507836991,0.661870503597122,0.516649537512847,0.593886462882096,0.683908045977011,0.534096880131363
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,930,310,310,0.6,0.2,0.2, [0.48924731 0.5        0.52688172 0.53763441 0.52688172],0.503225806451613,0.47741935483871,0.785806451612903,0.982832618025751,0.98494623655914,0.982795698924731,0.486666666666667,0.514084507042254,0.504066063044936,0.474025974025974,0.450617283950617,0.478687020353687,0.784415584415584,0.785435630689207,0.785803602796588
svm_model_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58,4, lab, svdn,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.80985915 0.79577465 0.78169014 0.8028169  0.74647887],0.470338983050848,0.474576271186441,0.747884940778342,0.933514246947083,0.969014084507042,0.930985915492958,0.605678233438486,0.880733944954129,0.499422090587301,0.619631901840491,0.814516129032258,0.456365207373272,0.784057971014493,0.920068027210884,0.748754552325981
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svdn,26,0,26, zones, lab, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [1.         0.99734043 0.99468085 1.         1.        ],0.512,0.496,0.895622895622896,1,1,1,0.491666666666667,0.440298507462687,0.517563046834792,0.422018348623853,0.396551724137931,0.489320638188369,0.893744644387318,0.877946127946128,0.895622895622896
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,528,176,176,0.6,0.2,0.2, [0.41509434 0.45283019 0.50943396 0.48113208 0.53846154],0.494318181818182,0.534090909090909,0.802272727272727,0.994328922495274,0.996212121212121,0.994318181818182,0.534031413612565,0.548387096774194,0.491061018266615,0.544444444444444,0.563218390804598,0.534418184166344,0.806666666666666,0.817567567567567,0.802132407636995
svm_model_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52,8, low_bits_3, svdne,1134,378,378,0.6,0.2,0.2, [0.80701754 0.78508772 0.80530973 0.82743363 0.7920354 ],0.833333333333333,0.833333333333333,0.815873015873016,0.818627450980392,0.883597883597884,0.804232804232804,0.836363636363636,0.825641025641026,0.833585540142917,0.818443804034582,0.751322751322751,0.833333333333333,0.822085889570552,0.845425867507886,0.815684179760333
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54,8, low_bits_6, svd,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.81304348 0.80869565 0.84649123 0.83333333 0.84210526],0.679790026246719,0.619422572178478,0.844700944386149,0.974358974358974,0.963286713286713,0.97465034965035,0.706730769230769,0.761658031088083,0.678701355969573,0.623376623376623,0.655737704918033,0.620798145388309,0.846790890269151,0.862869198312236,0.844795768258415
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54,8, low_bits_5, svd,1188,396,396,0.6,0.2,0.2, [0.84033613 0.86134454 0.80672269 0.83613445 0.79237288],0.578282828282828,0.558080808080808,0.806565656565657,0.964746345657782,0.944444444444444,0.965488215488215,0.643923240938166,0.778350515463918,0.582244564662652,0.628450106157113,0.758974358974359,0.561079219288174,0.817879220161674,0.874872838250254,0.807045245604566
svm_model_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52,8, low_bits_2, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.87398374 0.81707317 0.76829268 0.82377049 0.81557377],0.799019607843137,0.784313725490196,0.809010773751224,0.822294022617124,0.830342577487765,0.820554649265905,0.808411214953271,0.800925925925926,0.798900462962963,0.776649746192893,0.772727272727273,0.783982683982684,0.810679611650485,0.813047711781889,0.808986910078137
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,636,212,212,0.6,0.2,0.2, [0.875      0.9140625  0.8828125  0.85714286 0.9047619 ],0.759433962264151,0.740566037735849,0.873584905660377,0.955414012738854,0.943396226415094,0.955974842767296,0.782978723404255,0.901960784313726,0.764616755793226,0.789272030651341,0.911504424778761,0.728479485116653,0.880782918149466,0.928705440900563,0.873271126522388
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58,6, low_bits_3, svdne,906,302,302,0.6,0.2,0.2, [0.85714286 0.82967033 0.80769231 0.78888889 0.78333333],0.764900662251656,0.821192052980132,0.847682119205298,0.883203559510567,0.876379690949227,0.884105960264901,0.757679180887372,0.74,0.764736842105263,0.822368421052632,0.796178343949045,0.822227103009005,0.846256684491979,0.832894736842105,0.847780701754386
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,612,204,204,0.6,0.2,0.2, [0.78225806 0.74590164 0.8442623  0.83606557 0.81967213],0.759803921568627,0.774509803921569,0.864705882352941,0.930979133226324,0.947712418300653,0.929738562091503,0.743455497382199,0.731958762886598,0.75850274592928,0.780952380952381,0.803921568627451,0.774509803921569,0.865234375,0.877227722772277,0.864827453619148
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,600,200,200,0.6,0.2,0.2, [0.51666667 0.50833333 0.56666667 0.55833333 0.575     ],0.485,0.455,0.783,0.991652754590985,0.99,0.991666666666667,0.497560975609756,0.548387096774194,0.489146819415134,0.478468899521531,0.526315789473684,0.458395989974937,0.7857847976308,0.815573770491803,0.783763447745902
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26,12, low_bits_4, svdne,1710,570,570,0.6,0.2,0.2, [1.         0.99415205 1.         1.         1.        ],0.723723723723724,0.726726726726727,0.922979797979798,1,1,1,0.730994152046784,0.816993464052288,0.730718954248366,0.754716981132075,0.777777777777778,0.722222222222222,0.92447379281882,0.942760942760943,0.922979797979798
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdn,16,42,58,4, low_bits_4_shifted_2, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.546875   0.5546875  0.5952381  0.51587302 0.51587302],0.502369668246445,0.511848341232227,0.803030303030303,1,1,1,0.541484716157205,0.553571428571429,0.499007936507936,0.550218340611354,0.552631578947368,0.508274552360282,0.80952380952381,0.813996316758748,0.802709659354033
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svdn,4,48,52, zones, lab, svdn,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.53461538 0.5620155  0.5        0.53100775 0.60077519],0.534883720930232,0.525581395348837,0.786245353159851,0.956589147286822,0.955108359133127,0.956656346749226,0.514563106796116,0.51207729468599,0.534065553172592,0.532110091743119,0.524886877828054,0.525601333650869,0.784845650140318,0.781191806331471,0.786235977377238
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.77822581 0.80241935 0.78629032 0.77822581 0.76829268],0.679611650485437,0.679611650485437,0.813288069835112,0.903585657370518,0.915993537964459,0.902261712439418,0.716738197424893,0.818627450980392,0.680948340874811,0.720338983050847,0.779816513761468,0.673413411519909,0.824441404468764,0.868395773294909,0.812748327391823
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40,12, low_bits_4, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.95530726 0.96089385 0.96648045 0.94382022 0.97191011],0.677966101694915,0.613559322033898,0.905723905723906,0.991558806978053,0.986562150055991,0.991601343784994,0.671280276816609,0.687943262411348,0.678387215621258,0.632258064516129,0.636363636363636,0.61250805931657,0.905723905723906,0.905723905723906,0.905723905723906
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.50442478 0.46460177 0.49557522 0.45982143 0.47767857],0.485333333333333,0.498666666666667,0.795309168443497,0.997333333333333,0.996447602131439,0.997335701598579,0.476964769647697,0.45360824742268,0.486472631998633,0.510416666666667,0.518518518518518,0.498506571087216,0.795527156549521,0.789640591966173,0.795357930391689
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.41735537 0.41666667 0.475      0.45833333 0.47083333],0.5025,0.555,0.81018981018981,0.997506234413965,0.998336106489185,0.997504159733777,0.513447432762836,0.497630331753554,0.502783419845031,0.541237113402062,0.564516129032258,0.555622550497438,0.81,0.811623246492986,0.810194093366015
ensemble_model_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58,4, lab, svdn,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.85576923 0.875      0.91176471 0.91176471 0.85294118],0.555555555555556,0.461988304093567,0.803738317757009,1,1,1,0.688524590163935,0.893617021276596,0.518237082066869,0.589285714285714,0.835443037974684,0.488373692900385,0.828920570264766,0.946511627906977,0.803068020526258
ensemble_model_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32,12, lab, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.98863636 0.98011364 0.98571429 0.98285714 0.98571429],0.562700964630225,0.594855305466238,0.888888888888889,0.998858447488584,0.997719498289623,0.998859749144812,0.611428571428571,0.685897435897436,0.562303556658395,0.629411764705882,0.690322580645161,0.595161290322581,0.891891891891892,0.916666666666667,0.888888888888889
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40,12, low_bits_3, svdn,1818,606,606,0.6,0.2,0.2, [0.91758242 0.94230769 0.9010989  0.91208791 0.93093923],0.845878136200717,0.82078853046595,0.936447811447811,0.969017094017094,0.997799779977998,0.968096809680968,0.848056537102474,0.882352941176471,0.846770876182641,0.820143884892086,0.797202797202797,0.821395516248457,0.937936703658035,0.96043771043771,0.936447811447811
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdn,4,48,52,8, low_bits_4_shifted_2, svdn,1306,435,435,0.600183823529412,0.199908088235294,0.199908088235294, [0.50763359 0.51908397 0.54961832 0.55       0.51538462],0.524137931034483,0.526436781609195,0.810202205882353,1,1,1,0.508313539192399,0.507109004739336,0.523643788083954,0.544247787610619,0.556561085972851,0.525944094388295,0.810463515374025,0.813824884792627,0.810212167419228
svm_model_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58,4, low_bits_5, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.8125     0.83333333 0.79365079 0.84920635 0.78571429],0.50952380952381,0.523809523809524,0.771863117870722,0.940609951845907,0.927215189873417,0.941455696202532,0.596078431372549,0.835164835164835,0.547834518422754,0.612403100775194,0.797979797979798,0.538629538629539,0.788732394366197,0.885375494071146,0.776021080368906
svm_model_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58,6, low_bits_2, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.86746988 0.86144578 0.82926829 0.83536585 0.81097561],0.791970802919708,0.791970802919708,0.821428571428571,0.843488649940263,0.856796116504854,0.841019417475728,0.792727272727273,0.858267716535433,0.796480797043227,0.804123711340206,0.9,0.797222222222222,0.825374198146828,0.865470852017937,0.822493605240832
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svd,8,46,54,8, low_bits_4_shifted_2, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.7892562  0.80578512 0.83057851 0.81404959 0.80165289],0.598014888337469,0.58560794044665,0.82390873015873,0.978151260504202,0.96198347107438,0.978512396694215,0.61244019138756,0.656410256410256,0.599839743589744,0.626398210290828,0.651162790697674,0.580900544285008,0.827250608272506,0.83743842364532,0.823814116917565
svm_model_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58,4, low_bits_6, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.89230769 0.86923077 0.921875   0.859375   0.890625  ],0.532710280373832,0.570093457943925,0.778917910447761,0.926108374384236,0.875776397515528,0.930124223602484,0.586776859504132,0.689320388349515,0.538353887868451,0.626016260162602,0.706422018348624,0.567496723460026,0.783956244302644,0.805243445692884,0.779015774891052
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63,4, low_bits_3, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.53125    0.5859375  0.66666667 0.55555556 0.6031746 ],0.62085308056872,0.587677725118483,0.611742424242424,0.627871362940276,0.646687697160883,0.616719242902208,0.587628865979381,0.564356435643564,0.618541854185419,0.606334841628959,0.598214285714286,0.586985930735931,0.616104868913858,0.620754716981132,0.611708156969654
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svdn,16,42,58, zones, lab, svdn,504,168,168,0.6,0.2,0.2, [0.81372549 0.84313725 0.85       0.85       0.81      ],0.488095238095238,0.529761904761905,0.803571428571429,1,1,1,0.598130841121495,0.727272727272727,0.476136363636364,0.610837438423645,0.75609756097561,0.535025524673851,0.820846905537459,0.895734597156398,0.803130456472936
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63,4, low_bits_2, svdn,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.52238806 0.55223881 0.51492537 0.51492537 0.58208955],0.542600896860987,0.560538116591928,0.734767025089606,0.854984894259819,0.844776119402985,0.856716417910448,0.564102564102564,0.584070796460177,0.542035398230088,0.546296296296296,0.546296296296296,0.560104669887279,0.733812949640288,0.733812949640288,0.734763617677287
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40,12, low_bits_2, svdn,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.90751445 0.91907514 0.92774566 0.90462428 0.93352601],0.780185758513932,0.808049535603715,0.912037037037037,0.957824639289678,0.997687861271676,0.95606936416185,0.803324099722992,0.889570552147239,0.77916027607362,0.823863636363636,0.90625,0.808953220858896,0.916898608349901,0.970538720538721,0.912037037037037
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58,6, low_bits_4, svdn,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.56875 0.575   0.56875 0.575   0.54375],0.458646616541353,0.556390977443609,0.803303303303303,1,1,1,0.433070866141732,0.392857142857143,0.462301587301587,0.535433070866142,0.56198347107438,0.556853804502707,0.799694189602446,0.791225416036309,0.803213304143341
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.77840909 0.74431818 0.77272727 0.72727273 0.70454545],0.808873720136519,0.791808873720137,0.843792633015007,0.876379690949227,0.902272727272727,0.872727272727273,0.819354838709677,0.888111888111888,0.810722610722611,0.820058997050147,0.914473684210526,0.787024076147816,0.852733118971061,0.902040816326531,0.843633267260393
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdn,16,42,58, zones, low_bits_4_shifted_2, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.52380952 0.57142857 0.4047619  0.45967742 0.49193548],0.495192307692308,0.528846153846154,0.801343570057582,0.993569131832798,0.987220447284345,0.993610223642172,0.482758620689655,0.462264150943396,0.495837957824639,0.554545454545454,0.564814814814815,0.527407407407407,0.801913875598086,0.795066413662239,0.801416701976751
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52,8, low_bits_5, svdn,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.49561404 0.53947368 0.52192982 0.51769912 0.48672566],0.507936507936508,0.494708994708995,0.800211416490486,0.999120492524187,1,0.999119718309859,0.480446927374302,0.459893048128342,0.507433435058936,0.485175202156334,0.486486486486487,0.494538580030808,0.797427652733119,0.791489361702128,0.800156445556946
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58,4, low_bits_5, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.85344828 0.86206897 0.89655172 0.85344828 0.86842105],0.588541666666667,0.583333333333333,0.812889812889813,0.962699822380107,0.937716262975779,0.963667820069204,0.651982378854626,0.732673267326733,0.580622347949081,0.615384615384615,0.780487804878049,0.608425720620842,0.819639278557114,0.866525423728814,0.813874956762366
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52,8, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.47916667 0.50840336 0.50840336 0.46218487 0.53781513],0.44080604534005,0.516372795969773,0.791540785498489,1,1,1,0.418848167539267,0.418848167539267,0.440006608041478,0.510204081632653,0.5,0.516497461928934,0.78942014242116,0.786220871327254,0.791508834062025
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32,12, low_bits_3, svdne,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.97076023 0.98538012 0.97953216 0.97953216 0.97647059],0.82934131736527,0.865269461077844,0.946548821548821,0.985507246376812,0.995316159250586,0.985362997658079,0.831858407079646,0.903846153846154,0.833945548833189,0.881266490765171,0.938202247191011,0.860126764621147,0.948014735980352,0.974747474747475,0.946548821548821
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52,8, low_bits_3, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.85294118 0.85714286 0.86134454 0.86440678 0.8559322 ],0.774683544303797,0.749367088607595,0.831983805668016,0.878378378378378,0.876897133220911,0.87858347386172,0.785542168674699,0.819095477386935,0.774343657060814,0.746803069053708,0.760416666666667,0.749666461412151,0.833165829145729,0.842479674796748,0.832026127720955
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.55855856 0.52252252 0.55405405 0.54054054 0.53636364],0.542005420054201,0.482384823848239,0.801191765980498,0.993688007213706,0.994584837545126,0.993682310469314,0.523943661971831,0.508196721311475,0.541732769257888,0.490666666666667,0.497297297297297,0.482344300822562,0.800435019032083,0.79826464208243,0.801188598097492
svm_model_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54,8, lab, svdn,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.66371681 0.66371681 0.64159292 0.63274336 0.7079646 ],0.523936170212766,0.515957446808511,0.777895855472901,0.949152542372881,0.941592920353982,0.949557522123894,0.578823529411765,0.627551020408163,0.519331065759637,0.568720379146919,0.655737704918033,0.519578697018602,0.78760162601626,0.820974576271186,0.777758077048173
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svd,40,0,40, zones, low_bits_4_shifted_2, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.99162011 0.9972067  0.99719101 0.99438202 1.        ],0.702702702702703,0.709459459459459,0.926767676767677,1,1,1,0.731707317073171,0.805369127516778,0.702004291649546,0.734567901234568,0.80952380952381,0.710131032278683,0.928571428571429,0.952020202020202,0.926767676767677
svm_model_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58,4, lab, svdne,522,174,174,0.6,0.2,0.2, [1.         0.98076923 1.         0.98076923 0.99038462],0.775862068965517,0.793103448275862,0.913793103448276,1,1,1,0.793650793650794,0.789473684210526,0.774483677548301,0.8125,0.886363636363636,0.792019027484144,0.916943521594684,0.932432432432432,0.913399314807766
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58,4, low_bits_6, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.92622951 0.89344262 0.90983607 0.93442623 0.92622951],0.532019704433498,0.507389162561576,0.806102362204724,0.996710526315789,0.993442622950819,0.99672131147541,0.59915611814346,0.676190476190476,0.52687074829932,0.519230769230769,0.568421052631579,0.511062378167641,0.812915479582146,0.847524752475247,0.806345546492027
svm_model_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52,8, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.9125     0.92083333 0.90416667 0.92016807 0.92436975],0.804020100502513,0.796482412060301,0.881526104417671,0.936205468102734,0.944816053511706,0.93561872909699,0.819444444444444,0.87192118226601,0.802627257799672,0.814645308924485,0.898989898989899,0.79699494949495,0.886319845857418,0.920920920920921,0.881407086845153
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,1182,394,394,0.6,0.2,0.2, [0.82352941 0.75       0.79661017 0.78813559 0.78389831],0.583756345177665,0.591370558375635,0.79492385786802,0.933445661331087,0.937394247038917,0.933164128595601,0.611374407582938,0.708791208791209,0.592603151565416,0.647702407002188,0.711538461538462,0.584263854425145,0.804453049370765,0.847094801223241,0.795134862694533
svm_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdne,16,42,58,4, low_bits_4_shifted_2, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.93859649 0.94642857 0.88392857 0.91964286 0.9375    ],0.60427807486631,0.60427807486631,0.823717948717949,0.96969696969697,0.96797153024911,0.969750889679715,0.657407407407407,0.763440860215054,0.605124685426676,0.686440677966101,0.778846153846154,0.582194161260426,0.837117472852912,0.887029288702929,0.822335605050154
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58,6, low_bits_2, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.79411765 0.75       0.80357143 0.80357143 0.81547619],0.839285714285714,0.825,0.81811697574893,0.823271130625686,0.890736342042755,0.808788598574822,0.854368932038835,0.910344827586207,0.836653895274585,0.838283828382838,0.913669064748201,0.825628858615236,0.832567301378857,0.899290780141844,0.81765112895184
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52,8, low_bits_2, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.81300813 0.76829268 0.79268293 0.73360656 0.79918033],0.825980392156863,0.833333333333333,0.842801175318315,0.848585690515807,0.831973898858075,0.851549755301794,0.824691358024691,0.839195979899497,0.82629655454305,0.842592592592593,0.866666666666667,0.832323232323232,0.842569887199608,0.840508806262231,0.842803422738959
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54,8, low_bits_6, svd,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.83464567 0.82283465 0.79133858 0.80314961 0.84126984],0.582938388625592,0.552132701421801,0.805871212121212,0.964594807238395,0.966876971608833,0.964511041009464,0.662835249042146,0.804651162790698,0.578654083810808,0.653211009174312,0.839622641509434,0.550763701707098,0.824636441402908,0.908576814326108,0.80538260316686
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,552,184,184,0.6,0.2,0.2, [0.88392857 0.83636364 0.88181818 0.92727273 0.87272727],0.646739130434783,0.570652173913043,0.829347826086956,0.976234003656307,0.967391304347826,0.976449275362319,0.703196347031963,0.77,0.635,0.610837438423645,0.659574468085106,0.568676122931442,0.837977296181631,0.863829787234043,0.828581560283688
svm_model_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54,8, low_bits_2, svdne,1164,388,388,0.6,0.2,0.2, [0.78632479 0.77777778 0.81896552 0.79310345 0.80172414],0.814432989690721,0.835051546391753,0.809278350515464,0.803361344537815,0.821305841924399,0.798969072164948,0.818181818181818,0.880434782608696,0.817668371696505,0.844660194174757,0.901554404145078,0.835392586687923,0.814814814814815,0.848800834202294,0.809721518018578
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63,4, low_bits_3, svdn,630,210,210,0.6,0.2,0.2, [0.53174603 0.57142857 0.58730159 0.53174603 0.57936508],0.614285714285714,0.557142857142857,0.834285714285714,1,1,1,0.616113744075829,0.590909090909091,0.615454545454545,0.555023923444976,0.557692307692308,0.557148040638607,0.834285714285714,0.827977315689981,0.834334147288369
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32,12, low_bits_5, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.97527473 0.97802198 0.97802198 0.97527473 0.98901099],0.586330935251799,0.539568345323741,0.896464646464647,0.99835255354201,0.998901098901099,0.998351648351648,0.660766961651917,0.794326241134752,0.58329450742869,0.621301775147929,0.766423357664234,0.542786146917223,0.901521216973579,0.947811447811448,0.896464646464646
svm_model_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54,8, low_bits_3, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.85365854 0.81707317 0.86585366 0.8647541  0.77868852],0.75,0.767156862745098,0.805582761998041,0.838187702265372,0.845024469820555,0.836867862969005,0.748768472906404,0.804232804232804,0.753714575632384,0.791208791208791,0.825688073394495,0.762844036697248,0.810681926561755,0.833333333333333,0.805609915198956
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,552,184,184,0.6,0.2,0.2, [0.92857143 0.95454545 0.91818182 0.91818182 0.93636364],0.576086956521739,0.646739130434783,0.839130434782609,0.990925589836661,0.989130434782608,0.990942028985507,0.657894736842105,0.757575757575758,0.561140819964349,0.685990338164251,0.75531914893617,0.644326241134752,0.849898580121704,0.893390191897655,0.838047645837962
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32,12, low_bits_2, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.93641618 0.93641618 0.94219653 0.92774566 0.93930636],0.839009287925697,0.860681114551083,0.938552188552189,0.972425436128306,0.998843930635838,0.971676300578035,0.84971098265896,0.875,0.8375,0.86404833836858,0.92258064516129,0.863076036866359,0.940505297473512,0.971380471380471,0.938552188552189
ensemble_model_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58,4, lab, svdne,672,224,224,0.6,0.2,0.2, [0.94852941 0.98507463 0.96268657 0.97014925 0.98507463],0.763392857142857,0.790178571428571,0.909821428571429,0.998509687034277,0.99702380952381,0.998511904761905,0.795366795366795,0.919642857142857,0.763392857142857,0.809716599190283,0.909090909090909,0.792264752791069,0.914188615123195,0.96415770609319,0.910014796107093
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63,4, low_bits_2, svdn,648,216,216,0.6,0.2,0.2, [0.5        0.52307692 0.53846154 0.50769231 0.5546875 ],0.550925925925926,0.523148148148148,0.814814814814815,1,1,1,0.548837209302326,0.567307692307692,0.551510989010989,0.492610837438424,0.520833333333333,0.522916666666667,0.812382739212007,0.826335877862595,0.815146356197485
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svd,8,46,54, zones, low_bits_4_shifted_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.85416667 0.81092437 0.83613445 0.83613445 0.80672269],0.564231738035265,0.576826196473552,0.801611278952669,0.95450643776824,0.932885906040268,0.955536912751678,0.596736596736597,0.656410256410256,0.565828890581366,0.626666666666667,0.681159420289855,0.572158657513349,0.807240704500978,0.826653306613226,0.801484548043455
ensemble_model_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdne,16,42,58,4, low_bits_4_shifted_2, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.92424242 0.89230769 0.92307692 0.87692308 0.91538462],0.626728110599078,0.608294930875576,0.83609576427256,0.981366459627329,0.969325153374233,0.98159509202454,0.687258687258687,0.824074074074074,0.627633367312266,0.653061224489796,0.8,0.622222222222222,0.844947735191638,0.908239700374532,0.837272024100309
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svd,40,0,40, zones, low_bits_6, svd,1902,634,634,0.6,0.2,0.2, [0.9973822  1.         1.         0.99210526 1.        ],0.624472573839662,0.578059071729958,0.920454545454545,1,1,1,0.721003134796238,0.966386554621849,0.623023785785501,0.679487179487179,0.898305084745763,0.579404643213217,0.925384919068298,0.986531986531986,0.920454545454545
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32,12, low_bits_4, svdne,1788,596,596,0.6,0.2,0.2, [1.        0.9972067 0.9972067 0.9972067 1.       ],0.693877551020408,0.700680272108844,0.925084175084175,1,1,1,0.673913043478261,0.63265306122449,0.693877551020408,0.661538461538461,0.585034013605442,0.700680272108844,0.923407917383821,0.903198653198653,0.925084175084175
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdn,32,0,32,12, low_bits_4_shifted_2, svdn,1854,618,618,0.6,0.2,0.2, [0.9811828  0.9811828  0.98108108 0.98378378 0.99189189],0.440613026819923,0.459770114942529,0.877946127946128,0.998382749326145,0.998921251348436,0.998381877022653,0.416,0.388059701492537,0.442061346809261,0.4,0.37007874015748,0.457427429780233,0.876068376068376,0.862794612794613,0.877946127946128
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdn,4,48,52, zones, low_bits_4_shifted_2, svdn,1206,402,402,0.6,0.2,0.2, [0.4214876  0.46694215 0.46694215 0.49166667 0.50833333],0.485074626865672,0.460199004975124,0.787562189054726,0.997518610421836,1,0.997512437810945,0.526315789473684,0.532407407407407,0.481257467144564,0.458852867830424,0.502732240437158,0.463694887341867,0.791402051783097,0.808383233532934,0.787624156449007
ensemble_model_v2_N16_B42_E58_nb_zones_4_lab_svdne,16,42,58, zones, lab, svdne,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.95454545 0.96363636 0.97222222 0.97222222 0.94444444],0.751381215469613,0.729281767955801,0.884105960264901,0.979362101313321,0.959558823529412,0.979779411764706,0.771573604060914,0.826086956521739,0.750122129946263,0.772093023255814,0.902173913043478,0.726367855398144,0.888888888888889,0.921052631578947,0.883859649122807
svm_model_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26,12, low_bits_6, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [1.         0.9972067  1.         0.99438202 1.        ],0.638513513513513,0.665540540540541,0.913299663299663,1,1,1,0.63728813559322,0.622516556291391,0.638844485042247,0.65017667844523,0.63448275862069,0.664923498515643,0.912785774767147,0.907407407407407,0.913299663299663
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.46551724 0.48275862 0.50574713 0.53488372 0.47674419],0.538194444444444,0.548611111111111,0.809292649098474,0.986175115207373,0.988452655889146,0.986143187066975,0.563934426229508,0.53416149068323,0.538734288648701,0.518518518518518,0.522388059701493,0.546908315565032,0.809424809424809,0.802197802197802,0.80936220642103
svm_model_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26,12, low_bits_5, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.99719101 0.99152542 1.         0.99152542 1.        ],0.649006622516556,0.645695364238411,0.910353535353535,1,1,1,0.607407407407407,0.529032258064516,0.652271231073074,0.59622641509434,0.537414965986395,0.642901031380294,0.907672301690507,0.881313131313131,0.910353535353536
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.54166667 0.47457627 0.49152542 0.50847458 0.56779661],0.522842639593909,0.548223350253807,0.809330628803246,0.991596638655462,0.996621621621622,0.991554054054054,0.552380952380952,0.585858585858586,0.522521129663987,0.565853658536585,0.585858585858586,0.54803133374562,0.813861386138614,0.831983805668016,0.809284585760837
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54,8, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.50840336 0.51260504 0.52941176 0.56302521 0.4789916 ],0.464646464646465,0.48989898989899,0.626135216952573,0.718830610490112,0.702521008403361,0.725210084033613,0.43010752688172,0.416666666666667,0.463235294117647,0.471204188481675,0.428571428571429,0.493855606758832,0.613458528951487,0.589769307923771,0.62635673518016
ensemble_model_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52,8, lab, svdne,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.96052632 0.89912281 0.92105263 0.92982456 0.92477876],0.79155672823219,0.783641160949868,0.904535864978903,0.982394366197183,0.98066783831283,0.982425307557118,0.796915167095116,0.861111111111111,0.794877163595757,0.801932367149758,0.882978723404255,0.784421298874902,0.90665291387313,0.938100320170758,0.9049208587298
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.7712766  0.79032258 0.83870968 0.77956989 0.80107527],0.77741935483871,0.806451612903226,0.849226804123711,0.88499452354874,0.866952789699571,0.887339055793991,0.807799442896936,0.973154362416107,0.784713827170787,0.842105263157895,0.963855421686747,0.794427710843373,0.858353510895884,0.907810499359795,0.848846883921143
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.49090909 0.49090909 0.52293578 0.47247706 0.46788991],0.478021978021978,0.458791208791209,0.783754116355653,0.993607305936073,0.994515539305302,0.993601462522852,0.454022988505747,0.456647398843931,0.477014798898405,0.471849865951743,0.491620111731844,0.459323569379435,0.783039647577092,0.790878754171301,0.783846744366257
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.47457627 0.58474576 0.53389831 0.51694915 0.55932203],0.510204081632653,0.505102040816326,0.797352342158859,0.989830508474576,0.989830508474576,0.989830508474576,0.510204081632653,0.543478260869565,0.512123745819398,0.502564102564103,0.494949494949495,0.505206706237634,0.797145769622834,0.804526748971193,0.797424664808177
ensemble_model_v2_N16_B42_E58_nb_zones_4_low_bits_4_shifted_2_svdne,16,42,58, zones, low_bits_4_shifted_2, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.90517241 0.87068966 0.89655172 0.81896552 0.87931034],0.642487046632124,0.66839378238342,0.849896480331263,0.979238754325259,0.975862068965517,0.979310344827586,0.698689956331878,0.754716981132076,0.630232053784429,0.719298245614035,0.773584905660377,0.656907395358924,0.859903381642512,0.886454183266932,0.84839950542657
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58,6, low_bits_5, svd,948,316,316,0.6,0.2,0.2, [0.84736842 0.84736842 0.84210526 0.82105263 0.80319149],0.534810126582278,0.55379746835443,0.803164556962025,0.975661375661375,0.972573839662447,0.975738396624473,0.640586797066015,0.829113924050633,0.534810126582278,0.656934306569343,0.838509316770186,0.548286916449609,0.823796033994334,0.916771752837327,0.802731492682958
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,1182,394,394,0.6,0.2,0.2, [0.48319328 0.50847458 0.5        0.54237288 0.52966102],0.515228426395939,0.474619289340102,0.793401015228426,0.99236641221374,0.989847715736041,0.99238578680203,0.496042216358839,0.492146596858639,0.51454620483326,0.473282442748092,0.449275362318841,0.475974579555142,0.791389031266018,0.780586450960566,0.793453266255003
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58,8, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.80252101 0.76890756 0.80252101 0.81092437 0.86440678],0.808080808080808,0.78030303030303,0.807070707070707,0.826052422557585,0.875420875420875,0.815656565656566,0.824884792626728,0.904040404040404,0.808080808080808,0.80709534368071,0.866666666666667,0.774731182795699,0.821828358208955,0.879241516966068,0.806185175660948
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58,6, low_bits_6, svd,882,294,294,0.6,0.2,0.2, [0.92134831 0.89772727 0.92045455 0.90340909 0.94318182],0.608843537414966,0.615646258503401,0.815646258503401,0.950857142857143,0.943310657596372,0.95124716553288,0.684931506849315,0.868055555555556,0.614027777777778,0.683473389355742,0.871428571428571,0.627272727272727,0.830306825297433,0.91448275862069,0.816972922934506
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svd,40,0,40, zones, lab, svd,1776,592,592,0.6,0.2,0.2, [0.99719101 0.99719101 1.         0.99717514 1.        ],0.656666666666667,0.593333333333333,0.90530303030303,1,1,1,0.746928746928747,0.968152866242038,0.641419090463677,0.693467336683417,0.965034965034965,0.60990601754933,0.912824486633088,0.991582491582492,0.90530303030303
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52,8, low_bits_4, svdne,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.696 0.736 0.708 0.736 0.712],0.617788461538462,0.603365384615385,0.701729106628242,0.757946210268949,0.744,0.7624,0.642696629213483,0.638392857142857,0.616071428571429,0.594594594594595,0.605,0.603425925925926,0.701298701298701,0.694947569113441,0.70178162579583
svm_model_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63,4, low_bits_3, svdne,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [0.8627451  0.82352941 0.84313725 0.87254902 0.89      ],0.745562130177515,0.769230769230769,0.840425531914894,0.895463510848126,0.893700787401575,0.895669291338582,0.78391959798995,0.847826086956522,0.735601355166572,0.805970149253731,0.870967741935484,0.757852292020374,0.851157662624035,0.879271070615034,0.838898434570416
ensemble_model_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54,8, lab, svdn,1134,378,378,0.6,0.2,0.2, [0.63596491 0.68421053 0.67256637 0.68584071 0.71681416],0.513227513227513,0.473544973544974,0.796825396825397,0.999118942731278,1,0.999118165784832,0.587443946188341,0.748571428571429,0.529458128078818,0.558758314855876,0.63,0.463876404494382,0.811023622047244,0.874734607218684,0.797071944959553
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,1302,434,434,0.6,0.2,0.2, [0.78625954 0.8        0.82692308 0.86923077 0.78076923],0.783410138248848,0.744239631336406,0.83778801843318,0.887009992313605,0.886328725038402,0.887096774193548,0.804166666666667,0.893518518518519,0.783915222562012,0.773930753564155,0.883720930232558,0.745513433152809,0.845070422535211,0.88724584103512,0.837924391105795
svm_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdne,26,0,26,12, low_bits_4_shifted_2, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.9972067  0.99441341 0.9972067  1.         0.99719101],0.752542372881356,0.786440677966102,0.942760942760943,1,1,1,0.778115501519757,0.882758620689655,0.754712643678161,0.813056379821959,0.913333333333333,0.784252873563218,0.944535073409462,0.974747474747475,0.942760942760943
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54,8, low_bits_3, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.81779661 0.80932203 0.81196581 0.81623932 0.82478632],0.739130434782609,0.800511508951407,0.821574642126789,0.853932584269663,0.841567291311755,0.856047700170358,0.777292576419214,0.859903381642512,0.731582125603865,0.819444444444444,0.889447236180904,0.798890284757119,0.829506595017098,0.854984894259819,0.82105423321506
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54,8, low_bits_2, svdne,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.7768595  0.7875     0.87083333 0.8625     0.7875    ],0.8375,0.7975,0.833166833166833,0.850793650793651,0.891846921797005,0.843594009983361,0.844124700239808,0.88,0.8375,0.808510638297872,0.846534653465347,0.797004700470047,0.840952380952381,0.880358923230309,0.833072354508047
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.83196721 0.84836066 0.81147541 0.81967213 0.82786885],0.798029556650246,0.807881773399015,0.852854330708662,0.889066241021548,0.913114754098361,0.886065573770492,0.8,0.796116504854369,0.798058252427184,0.798969072164948,0.778894472361809,0.80732163231617,0.854217454900049,0.863054187192118,0.852864360066069
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,1260,420,420,0.6,0.2,0.2, [0.83730159 0.80555556 0.84920635 0.80555556 0.84920635],0.607142857142857,0.552380952380952,0.804761904761905,0.953995157384988,0.938095238095238,0.954761904761905,0.596577017114914,0.603960396039604,0.607026069579435,0.545893719806763,0.52803738317757,0.552853643045096,0.801163918525703,0.789674952198853,0.804704648774948
svm_model_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63,4, low_bits_2, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.875      0.84821429 0.875      0.89090909 0.87272727],0.745945945945946,0.816216216216216,0.862850971922246,0.921768707482993,0.974820143884892,0.91726618705036,0.770731707317073,0.831578947368421,0.743567251461988,0.826530612244898,0.931034482758621,0.822660098522167,0.871587462082912,0.93695652173913,0.86332804627729
svm_model_N16_B42_E58_nb_zones_6_lab_svd,16,42,58,6, lab, svd,894,298,298,0.6,0.2,0.2, [0.97222222 0.98333333 0.99438202 0.98876404 1.        ],0.718120805369127,0.808724832214765,0.905369127516778,1,1,1,0.752941176470588,0.847682119205298,0.71635806640537,0.821316614420063,0.879194630872483,0.808724832214765,0.90920798454604,0.945113788487282,0.90526214323422
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58,6, low_bits_4, svdne,864,288,288,0.6,0.2,0.2, [0.77586207 0.77586207 0.72674419 0.75581395 0.72674419],0.659722222222222,0.645833333333333,0.7625,0.840807174887892,0.868055555555556,0.835648148148148,0.65,0.654676258992806,0.659552894597074,0.630434782608696,0.58,0.648695652173913,0.763812154696133,0.766990291262136,0.762493754810484
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54,8, low_bits_5, svdn,1176,392,392,0.6,0.2,0.2, [0.49152542 0.43644068 0.51694915 0.52136752 0.52564103],0.489795918367347,0.528061224489796,0.8,0.994032395566922,0.991496598639456,0.994047619047619,0.49748743718593,0.46046511627907,0.492944422546315,0.534005037783375,0.54639175257732,0.528246381339165,0.800813008130081,0.79037111334002,0.800169980346023
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63,4, low_bits_3, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.86507937 0.84126984 0.86507937 0.78571429 0.83064516],0.851674641148325,0.808612440191387,0.879541108986616,0.912280701754386,0.910828025477707,0.912420382165605,0.866952789699571,0.918181818181818,0.847979797979798,0.823008849557522,0.845454545454545,0.806565656565657,0.883977900552486,0.898876404494382,0.879125702247191
svm_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdne,4,48,52,8, low_bits_4_shifted_2, svdne,1134,378,378,0.6,0.2,0.2, [0.71929825 0.65350877 0.67699115 0.68141593 0.66814159],0.587301587301587,0.579365079365079,0.660846560846561,0.740445859872611,0.82010582010582,0.712522045855379,0.650224215246637,0.783783783783784,0.591373757176866,0.65359477124183,0.757575757575758,0.570454545454545,0.703378065710319,0.8,0.660106382978723
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_svdne,26,0,26, zones, low_bits_4, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.99717514 1.         0.99717514 0.99715909 0.99715909],0.711475409836066,0.760655737704918,0.932239057239057,1,1,1,0.712418300653595,0.751724137931034,0.713362068965517,0.787172011661808,0.84375,0.75635775862069,0.933333333333333,0.948653198653198,0.932239057239057
ensemble_model_v2_N4_B48_E52_nb_zones_8_lab_svdne,4,48,52, zones, lab, svdne,1158,386,386,0.6,0.2,0.2, [0.93103448 0.93103448 0.96551724 0.94396552 0.94347826],0.733160621761658,0.761658031088083,0.890673575129534,0.986135181975736,0.98272884283247,0.986183074265976,0.761020881670534,0.877005347593583,0.737497648671163,0.789954337899543,0.891752577319588,0.76098045532646,0.895699456253089,0.94375,0.890947164948454
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58,6, low_bits_5, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.875      0.89130435 0.91847826 0.85326087 0.88043478],0.584967320261438,0.588235294117647,0.822454308093995,0.979097909790979,0.967391304347826,0.979347826086957,0.623145400593472,0.709459459459459,0.588906944919603,0.618181818181818,0.684563758389262,0.590689522506733,0.82741116751269,0.861294583883752,0.822905356458005
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svd,16,42,58,6, low_bits_4_shifted_2, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.86842105 0.9        0.85638298 0.85106383 0.86170213],0.643312101910828,0.611464968152866,0.847964376590331,0.994697773064687,0.99364406779661,0.994703389830508,0.717171717171717,0.865853658536585,0.632926829268293,0.685567010309278,0.820987654320988,0.604572774528915,0.861609727851766,0.932330827067669,0.846656369606186
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63,4, low_bits_2, svdne,612,204,204,0.6,0.2,0.2, [0.83870968 0.78688525 0.80327869 0.87704918 0.82786885],0.794117647058823,0.754901960784314,0.829411764705882,0.869009584664537,0.888888888888889,0.866013071895425,0.778947368421053,0.778947368421053,0.793143408981168,0.752475247524753,0.710280373831776,0.757202042585991,0.829076620825147,0.830708661417323,0.829416830708661
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58,6, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.890625   0.890625   0.86458333 0.85416667 0.87894737],0.633228840125392,0.595611285266458,0.834586466165413,0.98125,0.98329853862213,0.981210855949895,0.662824207492795,0.727848101265823,0.634110386036638,0.634560906515581,0.647398843930636,0.590822709636551,0.840963855421687,0.861728395061728,0.834172085571577
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,480,160,160,0.6,0.2,0.2, [0.88541667 0.875      0.86458333 0.90625    0.84375   ],0.8125,0.85625,0.8975,0.940936863543788,0.9625,0.939583333333333,0.827586206896552,0.867469879518072,0.810358316382413,0.857142857142857,0.8625,0.85625,0.900726392251816,0.923076923076923,0.897306723503197
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svdn,40,0,40, zones, low_bits_3, svdn,1704,568,568,0.6,0.2,0.2, [0.93859649 0.93859649 0.95882353 0.94411765 0.95882353],0.824404761904762,0.824404761904762,0.939814814814815,0.985507246376812,0.997652582159624,0.985328638497653,0.850632911392405,0.949152542372881,0.817343566783925,0.835654596100278,0.943396226415094,0.83045517535444,0.942315449778136,0.983164983164983,0.939814814814815
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdn,8,46,54,8, low_bits_4_shifted_2, svdn,1164,388,388,0.6,0.2,0.2, [0.57692308 0.56410256 0.49137931 0.52155172 0.5       ],0.510309278350515,0.505154639175258,0.539690721649485,0.607828089025326,0.680412371134021,0.560996563573883,0.568181818181818,0.672043010752688,0.516714574683275,0.565610859728507,0.621890547263682,0.500784845824354,0.591304347826087,0.666666666666667,0.539821489872983
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54,8, low_bits_4, svdn,1024,341,341,0.600234466588511,0.199882766705744,0.199882766705744, [0.47087379 0.50970874 0.51960784 0.5        0.47058824],0.49266862170088,0.442815249266862,0.787221570926143,1,1,1,0.477341389728097,0.473053892215569,0.492274072544566,0.39873417721519,0.388888888888889,0.440254500310366,0.782764811490126,0.777645659928656,0.787088725918085
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58,6, low_bits_4, svdne,834,278,278,0.6,0.2,0.2, [0.83333333 0.73809524 0.78313253 0.81325301 0.74096386],0.564748201438849,0.579136690647482,0.79568345323741,0.947004608294931,0.985611510791367,0.94484412470024,0.584192439862543,0.643939393939394,0.56854503943545,0.608695652173913,0.619047619047619,0.576699382042894,0.805212620027435,0.843390804597701,0.795614710656199
svm_model_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52,8, low_bits_6, svdne,1310,436,436,0.600366636113657,0.199816681943171,0.199816681943171, [0.80152672 0.76717557 0.81679389 0.77480916 0.7480916 ],0.621559633027523,0.610091743119266,0.719981668194317,0.780952380952381,0.751145038167939,0.789312977099237,0.638949671772429,0.660633484162896,0.621014416500053,0.620535714285714,0.655660377358491,0.611312331536388,0.717782909930716,0.714154411764706,0.719965688514894
svm_model_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26,12, lab, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.99726776 0.99180328 1.         0.98626374 0.99725275],0.570909090909091,0.585454545454545,0.900673400673401,0.997804610318332,0.995618838992333,0.997809419496166,0.528,0.474820143884892,0.571968895471858,0.60958904109589,0.654411764705882,0.586198688108337,0.900169204737733,0.895622895622896,0.900673400673401
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32,12, low_bits_6, svdn,1812,604,604,0.6,0.2,0.2, [0.98076923 0.98066298 0.97237569 0.98895028 0.98618785],0.641843971631206,0.634751773049645,0.912457912457912,0.997792494481236,0.997792494481236,0.997792494481236,0.67524115755627,0.686274509803922,0.637710898312813,0.636042402826855,0.697674418604651,0.63968688250494,0.913549459684123,0.925084175084175,0.912457912457912
svm_model_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52,8, low_bits_5, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.67741935 0.68699187 0.69105691 0.70325203 0.68699187],0.590243902439024,0.607317073170732,0.665204678362573,0.730421686746988,0.787337662337662,0.709415584415584,0.56701030927835,0.614525139664804,0.592976855546688,0.643015521064302,0.633187772925764,0.60388670414244,0.682971850484541,0.72265625,0.665316451848249
ensemble_model_N16_B42_E58_nb_zones_6_lab_svd,16,42,58,6, lab, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.95744681 0.95698925 0.96236559 0.96236559 0.97311828],0.77741935483871,0.751612903225806,0.892396907216495,0.977248104008667,0.967811158798283,0.977467811158798,0.767676767676768,0.808510638297872,0.77999496411935,0.750809061488673,0.778523489932886,0.752615782233524,0.89077828646174,0.900793650793651,0.892607880673207
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63,4, low_bits_4, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.81034483 0.86206897 0.84210526 0.9122807  0.85087719],0.544502617801047,0.549738219895288,0.7918410041841,0.954703832752613,0.954703832752613,0.954703832752613,0.632911392405063,0.833333333333333,0.56023102310231,0.616071428571429,0.802325581395349,0.572591362126246,0.807729468599034,0.90280777537797,0.79521727511292
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58,8, low_bits_2, svd,1170,390,390,0.6,0.2,0.2, [0.7991453  0.76923077 0.83333333 0.82478632 0.80769231],0.81025641025641,0.864102564102564,0.822051282051282,0.816053511705685,0.834188034188034,0.811965811965812,0.834821428571429,0.882075471698113,0.803397286410854,0.861618798955614,0.911602209944751,0.867284358560892,0.828811050814011,0.858895705521472,0.821937564694892
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,546,182,182,0.6,0.2,0.2, [0.89090909 0.83636364 0.94545455 0.83333333 0.85185185],0.769230769230769,0.747252747252747,0.886813186813187,0.973070017953321,0.992673992673993,0.972527472527472,0.764044943820225,0.731182795698925,0.770085779871934,0.741573033707865,0.75,0.747340425531915,0.887185104052574,0.892070484581498,0.88682471597496
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58,8, low_bits_3, svd,1128,376,376,0.6,0.2,0.2, [0.83185841 0.81858407 0.81415929 0.76106195 0.80357143],0.803191489361702,0.840425531914894,0.845744680851064,0.864583333333333,0.882978723404255,0.861702127659574,0.811224489795918,0.828125,0.802649456521739,0.846153846153846,0.877659574468085,0.840425531914894,0.85005170630817,0.870762711864407,0.845637766188614
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svd,40,0,40, zones, low_bits_5, svd,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [1.        1.        1.        1.        0.9972973],0.673003802281369,0.711026615969582,0.931818181818182,1,1,1,0.73780487804878,0.883211678832117,0.663828061638281,0.753246753246753,0.920634920634921,0.719441547908701,0.934835076427997,0.978114478114478,0.931818181818182
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svdn,8,46,54, zones, lab, svdn,1066,355,355,0.600225225225225,0.199887387387387,0.199887387387387, [0.69158879 0.65420561 0.62149533 0.61320755 0.63207547],0.484507042253521,0.538028169014084,0.778716216216216,0.957328385899814,0.968105065666041,0.956848030018762,0.554744525547445,0.584615384615385,0.473557692307692,0.575129533678757,0.676829268292683,0.547838717915975,0.7904,0.830717488789238,0.77848091634032
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.81623932 0.79487179 0.81196581 0.78017241 0.79310345],0.801546391752577,0.79639175257732,0.849639546858908,0.885521885521885,0.902229845626072,0.88336192109777,0.818823529411765,0.848780487804878,0.798707183793149,0.795865633074935,0.827956989247312,0.79764186096029,0.854,0.876796714579055,0.849555382082916
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52,8, low_bits_4, svdne,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.80327869 0.78278689 0.77868852 0.82644628 0.81404959],0.646913580246914,0.654320987654321,0.762092793682132,0.834028356964137,0.822368421052632,0.836348684210526,0.660332541567696,0.668269230769231,0.646317356501367,0.656862745098039,0.683673469387755,0.65523386388048,0.76232741617357,0.763833992094862,0.76209451084033
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63,4, low_bits_4, svd,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.92307692 0.93269231 0.81730769 0.85576923 0.91176471],0.511627906976744,0.558139534883721,0.807424593967517,0.988416988416988,0.988416988416988,0.988416988416988,0.511627906976744,0.586666666666667,0.520137457044674,0.568181818181818,0.602409638554217,0.559631785569243,0.808314087759815,0.839328537170264,0.808428313528952
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,888,296,296,0.6,0.2,0.2, [0.85955056 0.87078652 0.8988764  0.85955056 0.91477273],0.510135135135135,0.554054054054054,0.791216216216216,0.962962962962963,0.936936936936937,0.963963963963964,0.567164179104478,0.688405797101449,0.521418088424142,0.611764705882353,0.697986577181208,0.553074921243665,0.799220272904483,0.841313269493844,0.791818183478564
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,1170,390,390,0.6,0.2,0.2, [0.77350427 0.79487179 0.79487179 0.76923077 0.76923077],0.8,0.815384615384615,0.845641025641026,0.870163370593293,0.864957264957265,0.870940170940171,0.784530386740331,0.75531914893617,0.798451653676006,0.81151832460733,0.778894472361809,0.816148806861533,0.842160461457787,0.826131687242798,0.845581181044712
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svd,16,42,58,6, low_bits_4_shifted_2, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.89247312 0.8655914  0.91397849 0.86956522 0.94021739],0.681818181818182,0.668831168831169,0.85538261997406,0.974972796517954,0.967602591792657,0.975161987041037,0.735135135135135,0.894736842105263,0.684547908232119,0.738461538461539,0.862275449101796,0.650995880579267,0.867182846932698,0.930946291560102,0.854288935253735
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40,12, low_bits_4, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.98360656 0.98901099 0.97252747 0.98626374 0.98076923],0.740072202166065,0.700361010830325,0.934343434343434,0.999451453647833,1,0.999451152579583,0.741007194244604,0.735714285714286,0.74011991657977,0.714776632302405,0.759124087591241,0.700990615224192,0.934782608695652,0.941077441077441,0.934343434343434
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svdn,40,0,40, zones, low_bits_2, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.92528736 0.91091954 0.91666667 0.9132948  0.90751445],0.91875,0.846875,0.936026936026936,0.957482054113749,0.998847926267281,0.955645161290323,0.922619047619047,0.933734939759036,0.918166171178219,0.849230769230769,0.896103896103896,0.848654357690502,0.938511326860841,0.976430976430976,0.936026936026936
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.92473118 0.91397849 0.90322581 0.94021739 0.89673913],0.512987012987013,0.480519480519481,0.798313878080415,0.998918918918919,0.997840172786177,0.998920086393088,0.566473988439306,0.620253164556962,0.510126582278481,0.534883720930232,0.613333333333333,0.483881856540084,0.807430340557275,0.845654993514916,0.798313878080415
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63,6, low_bits_3, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.88690476 0.86746988 0.84337349 0.87951807 0.85542169],0.783393501805054,0.754512635379061,0.828282828282828,0.86810551558753,0.870192307692308,0.867788461538462,0.793103448275862,0.798611111111111,0.782764202172097,0.738461538461538,0.755905511811024,0.754619422572178,0.828034682080925,0.834061135371179,0.828332427485303
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svdn,32,0,32, zones, lab, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.99435028 0.99715909 1.         0.99431818 0.99431818],0.514657980456026,0.472312703583062,0.869107744107744,1,1,1,0.594005449591281,0.703225806451613,0.512797113752122,0.53448275862069,0.611842105263158,0.47366298811545,0.874444893015745,0.911616161616161,0.869107744107744
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_3_svdne,32,0,32, zones, low_bits_3, svdne,1862,620,620,0.600257898130239,0.199871050934881,0.199871050934881, [0.98930481 0.98924731 0.99462366 0.98387097 0.99462366],0.933852140077821,0.914396887159533,0.981902356902357,0.997851772287862,0.997851772287862,0.997851772287862,0.935361216730038,0.9609375,0.933957122093023,0.917910447761194,0.953488372093023,0.914244186046512,0.982030923526954,0.989057239057239,0.981902356902357
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.79518072 0.78313253 0.75301205 0.77439024 0.78658537],0.658181818181818,0.712727272727273,0.819040697674419,0.911421911421911,0.946731234866828,0.907990314769976,0.698717948717949,0.773049645390071,0.655181539112946,0.720848056537102,0.71830985915493,0.712538388224081,0.82863041982106,0.864942528735632,0.818500676132522
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54,8, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.54166667 0.52916667 0.57083333 0.55833333 0.53361345],0.49874686716792,0.49874686716792,0.530561122244489,0.56019656019656,0.570951585976628,0.551752921535893,0.523809523809524,0.528846153846154,0.497407370116794,0.534883720930232,0.558252427184466,0.496742793903114,0.547561564461613,0.559723593287266,0.530116120143124
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdne,4,48,52,8, low_bits_4_shifted_2, svdne,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.7265625  0.73046875 0.7578125  0.7109375  0.74609375],0.572769953051643,0.589201877934272,0.812382739212007,0.966221523959152,0.9609375,0.96640625,0.551724137931034,0.541062801932367,0.571901263979882,0.58628841607565,0.556053811659193,0.590834787602995,0.809705042816365,0.795327102803738,0.812446978897161
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svd,16,42,58, zones, lab, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.96808511 0.96276596 0.96808511 0.97340426 0.9516129 ],0.782051282051282,0.746794871794872,0.900128040973111,0.990394877267876,0.989339019189765,0.990405117270789,0.802325581395349,0.846625766871166,0.77901758142216,0.773638968481375,0.876623376623376,0.748438270590169,0.904294478527607,0.93765903307888,0.899886217570368
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54,8, low_bits_5, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.47391304 0.45217391 0.51304348 0.5173913  0.54824561],0.56282722513089,0.513089005235602,0.815376569037657,1,1,1,0.572890025575447,0.580310880829016,0.56264221290128,0.510526315789474,0.530054644808743,0.513771040997336,0.816050026055237,0.824210526315789,0.815431666484298
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52,8, low_bits_5, svdne,1074,358,358,0.6,0.2,0.2, [0.76851852 0.76388889 0.71028037 0.71962617 0.73364486],0.620111731843575,0.58659217877095,0.808938547486033,0.945692883895131,0.940409683426443,0.945996275605214,0.622222222222222,0.70440251572327,0.628583167409374,0.622448979591837,0.625641025641026,0.582759163127261,0.812087912087912,0.829405162738496,0.809029611402618
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,630,210,210,0.6,0.2,0.2, [0.75396825 0.88095238 0.82539683 0.82539683 0.85714286],0.557142857142857,0.633333333333333,0.825714285714286,0.97933227344992,0.977777777777778,0.979365079365079,0.600858369098712,0.673076923076923,0.558236574746009,0.675105485232067,0.73394495412844,0.629348714687983,0.833484986351228,0.867424242424242,0.825474573319401
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_2_svdne,32,0,32, zones, low_bits_2, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.92265193 0.95027624 0.93055556 0.93611111 0.94444444],0.804195804195804,0.818181818181818,0.935185185185185,0.975135135135135,1,0.97450110864745,0.825,0.874172185430464,0.800049055678195,0.811594202898551,0.82962962962963,0.818788324748589,0.937040065412919,0.964646464646465,0.935185185185185
svm_model_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54,8, lab, svdne,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.97368421 0.98245614 0.96929825 0.97345133 0.95575221],0.732804232804233,0.724867724867725,0.882135306553911,0.984126984126984,0.982394366197183,0.984154929577465,0.758949880668258,0.85945945945946,0.735429211595015,0.768888888888889,0.88265306122449,0.718799058084772,0.888666999500749,0.937829293993678,0.881958125257708
svm_model_N4_B48_E52_nb_zones_10_lab_svd,4,48,52,10, lab, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.91830065 0.90789474 0.9375     0.91118421 0.92763158],0.775175644028103,0.730679156908665,0.882575757575757,0.955145118733509,0.95137976346912,0.955321944809461,0.79746835443038,0.84375,0.771628694581281,0.746136865342163,0.832512315270936,0.735452586206897,0.885796152271797,0.910774410774411,0.882575757575757
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63,6, low_bits_2, svd,942,314,314,0.6,0.2,0.2, [0.81052632 0.81914894 0.84574468 0.82978723 0.84574468],0.770700636942675,0.767515923566879,0.817197452229299,0.857429718875502,0.906581740976645,0.849256900212314,0.779141104294479,0.819354838709677,0.771312639480625,0.769716088328076,0.767295597484277,0.767518766484074,0.824893227577791,0.861146496815287,0.817197452229299
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66,4, low_bits_3, svd,558,186,186,0.6,0.2,0.2, [0.83035714 0.80357143 0.83928571 0.78571429 0.84545455],0.698924731182796,0.709677419354839,0.872043010752688,0.983899821109123,0.985663082437276,0.983870967741936,0.722772277227723,0.793478260869565,0.699930619796485,0.721649484536082,0.736842105263158,0.70908039329092,0.875392670157068,0.896995708154507,0.871989233387598
ensemble_model_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52,8, low_bits_6, svdne,1260,420,420,0.6,0.2,0.2, [0.82936508 0.83333333 0.78968254 0.82539683 0.82539683],0.642857142857143,0.597619047619048,0.822857142857143,0.957223567393059,0.941269841269841,0.957936507936508,0.652777777777778,0.658878504672897,0.642546048452954,0.625277161862528,0.638009049773756,0.595386434434616,0.824693685202639,0.821596244131455,0.822875416751718
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32,12, low_bits_4, svdne,1694,564,564,0.600283486888731,0.199858256555634,0.199858256555634, [1.         0.99117647 0.99112426 0.99704142 0.99112426],0.75366568914956,0.788856304985337,0.934343434343434,1,1,1,0.787878787878788,0.906976744186046,0.75230494014036,0.808510638297872,0.899408284023669,0.789820421081602,0.936739659367396,0.972222222222222,0.934343434343434
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svd,16,42,58, zones, low_bits_4_shifted_2, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.87931034 0.85632184 0.86206897 0.83908046 0.83139535],0.608996539792387,0.626297577854671,0.834716459197787,0.978922716627634,0.963133640552995,0.97926267281106,0.656534954407295,0.776978417266187,0.61515587529976,0.676646706586826,0.807142857142857,0.631759348034516,0.842452208305867,0.896213183730715,0.835555432247349
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52,10, low_bits_3, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.80743243 0.84121622 0.81756757 0.80743243 0.78040541],0.803571428571429,0.794642857142857,0.806818181818182,0.818477553675992,0.85,0.811486486486487,0.803571428571429,0.825688073394495,0.804148384523335,0.805084745762712,0.826086956521739,0.793777423214998,0.813186813186813,0.840909090909091,0.806818181818182
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58,6, low_bits_5, svdn,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.4625  0.46875 0.50625 0.55    0.53125],0.507518796992481,0.413533834586466,0.622372372372372,0.735941320293399,0.7525,0.73,0.49808429118774,0.511811023622047,0.507704072962103,0.376,0.361538461538461,0.412386877828054,0.621519939804364,0.628614916286149,0.622455606291223
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63,6, low_bits_3, svd,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.85365854 0.8597561  0.81707317 0.84146341 0.81481481],0.797794117647059,0.801470588235294,0.857562408223201,0.900816802800467,0.943765281173594,0.896088019559902,0.782608695652174,0.712230215827338,0.79972413047006,0.78740157480315,0.735294117647059,0.801470588235294,0.857771260997068,0.855263157894737,0.857572581897221
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58,8, low_bits_2, svd,1182,394,394,0.6,0.2,0.2, [0.81932773 0.79661017 0.80508475 0.8220339  0.80932203],0.802030456852792,0.83756345177665,0.842131979695431,0.867033831628639,0.932318104906937,0.857021996615905,0.811594202898551,0.84,0.801443298969072,0.835051546391753,0.839378238341969,0.837599566932178,0.849975880366618,0.895325203252033,0.842185928198025
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.83196721 0.84016393 0.83606557 0.82644628 0.83471074],0.782716049382716,0.785185185185185,0.853405725567621,0.900813008130081,0.911184210526316,0.899671052631579,0.802690582959641,0.904040404040404,0.785353535353536,0.814498933901919,0.888372093023256,0.778396572827417,0.861538461538462,0.904995102840353,0.852995063857987
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.70588235 0.70588235 0.74152542 0.75       0.73305085],0.67005076142132,0.680203045685279,0.820486815415821,0.916095890410959,0.903716216216216,0.91722972972973,0.705882352941176,0.725581395348837,0.66446667532805,0.657608695652174,0.6875,0.680905963302752,0.82103134479272,0.826042726347914,0.820503668532906
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26,12, low_bits_5, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [1.         1.         0.98837209 1.         0.99418605],0.592024539877301,0.610429447852761,0.890572390572391,1,1,1,0.702460850111857,0.928994082840237,0.579146722948781,0.68641975308642,0.885350318471338,0.620189952135077,0.899068322981366,0.974747474747475,0.890572390572391
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66,4, low_bits_2, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.81147541 0.81666667 0.78333333 0.8        0.84166667],0.755,0.725,0.816367265469062,0.873817034700315,0.920265780730897,0.867109634551495,0.758620689655172,0.740384615384615,0.755608974358974,0.739336492890995,0.735849056603773,0.724307507025291,0.82442748091603,0.845401174168297,0.815775943499627
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26,12, low_bits_6, svdne,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [1.         1.         0.99719101 1.         1.        ],0.622073578595318,0.648829431438127,0.908249158249158,1,1,1,0.538775510204082,0.461538461538462,0.615384615384615,0.615384615384615,0.538461538461538,0.653846153846154,0.905052264808362,0.874579124579125,0.908249158249158
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,1254,418,418,0.6,0.2,0.2, [0.51190476 0.52380952 0.472      0.532      0.56      ],0.5,0.521531100478469,0.800478468899522,0.993620414673046,0.993620414673046,0.993620414673046,0.476190476190476,0.465686274509804,0.499198277441818,0.516908212560386,0.516908212560386,0.521487281635643,0.798258345428157,0.794797687861272,0.800440669025693
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdn,8,46,54,8, low_bits_4_shifted_2, svdn,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.51937984 0.5234375  0.54296875 0.53515625 0.5234375 ],0.522248243559719,0.510538641686183,0.806647940074906,1,1,1,0.52112676056338,0.5,0.523170731707317,0.476190476190476,0.467980295566503,0.508543719211823,0.803986710963455,0.794559099437148,0.806625344111097
svm_model_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58,6, lab, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.79069767 0.87209302 0.80588235 0.81764706 0.81764706],0.528169014084507,0.549295774647887,0.784810126582278,0.94954128440367,0.969555035128806,0.94847775175644,0.633879781420765,0.828571428571429,0.53234126984127,0.657754010695187,0.825503355704698,0.534973900074571,0.810173697270471,0.912011173184358,0.783909269311726
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66,4, low_bits_3, svd,534,178,178,0.6,0.2,0.2, [0.78703704 0.88888889 0.80188679 0.79245283 0.86792453],0.786516853932584,0.769662921348315,0.851685393258427,0.903460837887067,0.928838951310862,0.900749063670412,0.820754716981132,0.844660194174757,0.775663430420712,0.778378378378378,0.818181818181818,0.77020202020202,0.86046511627907,0.888646288209607,0.850573144104803
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63,4, low_bits_4, svdn,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.61538462 0.56153846 0.640625   0.4609375  0.59375   ],0.565420560747664,0.574766355140187,0.607276119402985,0.690196078431373,0.819875776397515,0.631987577639752,0.620408163265306,0.730769230769231,0.56993006993007,0.602620087336245,0.683168316831683,0.580522211513187,0.660209846650525,0.776091081593928,0.610063889420817
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52,10, low_bits_2, svd,1512,504,504,0.6,0.2,0.2, [0.83223684 0.80463576 0.82119205 0.83443709 0.7781457 ],0.780092592592593,0.777777777777778,0.811868686868687,0.831357048748353,0.834656084656085,0.830687830687831,0.780600461893764,0.757847533632287,0.78083764241423,0.770334928229665,0.770334928229665,0.777544145729182,0.811312790206838,0.808922558922559,0.811868686868687
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58,8, low_bits_4, svd,1074,358,358,0.6,0.2,0.2, [0.81018519 0.76388889 0.75233645 0.79906542 0.70560748],0.603351955307263,0.56145251396648,0.718994413407821,0.816876122082585,0.847299813780261,0.810055865921788,0.632124352331606,0.709302325581395,0.607339334833708,0.618004866180049,0.721590909090909,0.564092157842158,0.736787022501308,0.795480225988701,0.719839560508162
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_4_shifted_2_svdne,4,48,52, zones, low_bits_4_shifted_2, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.76106195 0.82743363 0.83628319 0.77876106 0.77876106],0.534574468085106,0.542553191489362,0.777364505844846,0.935251798561151,0.920353982300885,0.936283185840708,0.53083109919571,0.5625,0.53625,0.540106951871658,0.540106951871658,0.542540248422601,0.774610005379236,0.775862068965517,0.777344032386322
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58,6, low_bits_6, svdn,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.57731959 0.59895833 0.47395833 0.5625     0.49479167],0.521875,0.5125,0.572409488139825,0.633528265107212,0.675675675675676,0.609147609147609,0.551319648093842,0.552941176470588,0.519803921568627,0.538461538461538,0.587096774193548,0.514760508308895,0.598240469208211,0.632754342431762,0.572030437547539
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdn,32,0,32, zones, low_bits_4_shifted_2, svdn,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.97988506 0.99421965 0.99421965 0.99421965 0.99132948],0.562111801242236,0.593167701863354,0.885521885521885,1,1,1,0.633766233766234,0.753086419753086,0.560918209876543,0.654353562005277,0.775,0.59429012345679,0.891025641025641,0.936026936026936,0.885521885521885
ensemble_model_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdne,26,0,26,12, low_bits_4_shifted_2, svdne,1668,556,556,0.6,0.2,0.2, [0.99401198 1.         0.99700599 1.         1.        ],0.522598870056497,0.536723163841808,0.859848484848485,1,1,1,0.52924791086351,0.521978021978022,0.522616917965755,0.554347826086957,0.593023255813954,0.538269869665219,0.860960334029228,0.867845117845118,0.859848484848485
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdn,40,0,40,12, low_bits_4_shifted_2, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.97849462 0.9811828  0.97849462 0.97567568 0.98918919],0.607692307692308,0.569230769230769,0.904882154882155,0.993513513513514,0.990301724137931,0.993534482758621,0.607692307692308,0.658333333333333,0.611309523809524,0.629139072847682,0.678571428571429,0.560119047619048,0.906301824212272,0.92003367003367,0.904882154882155
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63,6, low_bits_2, svd,870,290,290,0.6,0.2,0.2, [0.82183908 0.7816092  0.79310345 0.8045977  0.86206897],0.848275862068965,0.827586206896552,0.841379310344828,0.845454545454546,0.855172413793103,0.84367816091954,0.861635220125786,0.913333333333333,0.845952380952381,0.851190476190476,0.953333333333333,0.823095238095238,0.85006518904824,0.887074829931973,0.840740212168784
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svdn,32,0,32, zones, low_bits_5, svdn,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.97837838 0.99189189 0.99728261 0.98913043 0.99184783],0.642857142857143,0.601503759398496,0.914983164983165,0.999457994579946,1,0.999457700650759,0.636015325670498,0.643410852713178,0.642873309568268,0.604477611940299,0.591240875912409,0.601821988343801,0.914911541701769,0.914141414141414,0.914983164983165
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.7962963  0.76851852 0.72222222 0.81308411 0.76168224],0.5,0.558659217877095,0.776785714285714,0.94017094017094,0.920074349442379,0.941449814126394,0.551378446115288,0.679012345679012,0.515526581002771,0.648888888888889,0.764397905759162,0.543875599586168,0.789695057833859,0.842873176206509,0.777152459357417
ensemble_model_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54,8, lab, svdne,1242,414,414,0.6,0.2,0.2, [0.972      0.96774194 0.97177419 0.9516129  0.96370968],0.782608695652174,0.756038647342995,0.903864734299517,0.993548387096774,0.99194847020934,0.993558776167472,0.822834645669291,0.933035714285714,0.769149436090226,0.776053215077605,0.902061855670103,0.764667291471415,0.909504320145521,0.962463907603465,0.903637385421519
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54,10, low_bits_2, svd,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [0.75899281 0.79496403 0.77536232 0.8115942  0.76449275],0.863340563991323,0.856832971800434,0.814397224631396,0.7886925795053,0.80635838150289,0.783959537572254,0.865671641791045,0.902222222222222,0.86424670433145,0.859574468085106,0.845188284518828,0.857278826944099,0.818181818181818,0.833044982698962,0.814348578306003
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66,4, low_bits_2, svd,564,188,188,0.6,0.2,0.2, [0.80701754 0.71929825 0.70535714 0.76785714 0.78571429],0.819148936170213,0.787234042553192,0.841489361702128,0.874371859296483,0.925531914893617,0.867021276595745,0.828282828282828,0.828282828282828,0.818635796163886,0.8,0.860215053763441,0.788002263723826,0.850251256281407,0.892405063291139,0.841052317053295
ensemble_model_v2_N4_B48_E52_nb_zones_8_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.80454545 0.77727273 0.79090909 0.80909091 0.82272727],0.530054644808743,0.540983606557377,0.77674672489083,0.93569431500466,0.912727272727273,0.937272727272727,0.59047619047619,0.692737430167598,0.533534490484868,0.584158415841584,0.621052631578947,0.537799043062201,0.784396415392725,0.809575625680087,0.776638853365783
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.85245902 0.825      0.84166667 0.8        0.89166667],0.795,0.77,0.889221556886228,0.960655737704918,0.973421926910299,0.960132890365449,0.809302325581395,0.836538461538462,0.793269230769231,0.783018867924528,0.798076923076923,0.768830128205128,0.892960462873674,0.909626719056974,0.888890438635992
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.53043478 0.50877193 0.52192982 0.56578947 0.56578947],0.497368421052632,0.513157894736842,0.799684542586751,0.995625546806649,0.996497373029772,0.995621716287215,0.490666666666667,0.505494505494506,0.497696747696748,0.531645569620253,0.53030303030303,0.512404262404262,0.80083638264506,0.80546792849632,0.799684542586751
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.81666667 0.86666667 0.87777778 0.83707865 0.88202247],0.758389261744966,0.805369127516778,0.872654155495979,0.932126696832579,0.919642857142857,0.933035714285714,0.77639751552795,0.850340136054422,0.759607154119926,0.81875,0.850649350649351,0.803796897546897,0.875491480996068,0.891855807743658,0.87257662527156
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdn,16,42,58,6, low_bits_4_shifted_2, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.5        0.48255814 0.48837209 0.52906977 0.5       ],0.529616724738676,0.477351916376307,0.673398328690808,0.777239709443099,0.744779582366589,0.786542923433875,0.542372881355932,0.50314465408805,0.532822327044025,0.479166666666667,0.453947368421053,0.478825536062378,0.667139815471966,0.633423180592992,0.674780754561626
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58,6, low_bits_5, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.50568182 0.5625     0.55172414 0.53448276 0.49425287],0.529209621993127,0.529209621993127,0.811813186813187,1,1,1,0.570532915360501,0.590909090909091,0.525381552753816,0.535593220338983,0.568345323741007,0.530883188186293,0.815860215053763,0.831506849315069,0.811758934299407
ensemble_model_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58,6, lab, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.77058824 0.8        0.82738095 0.79761905 0.76785714],0.530249110320285,0.551601423487544,0.804409672830725,0.980070339976553,0.990521327014218,0.979857819905213,0.602409638554217,0.819672131147541,0.563924115888236,0.627218934911243,0.762589928057554,0.553830175296383,0.819435325016415,0.913616398243045,0.807430605760527
ensemble_model_N4_B48_E52_nb_zones_10_lab_svd,4,48,52,10, lab, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.90397351 0.92666667 0.92333333 0.92333333 0.90666667],0.702517162471396,0.729977116704805,0.881313131313131,0.976995940460081,0.96138482023968,0.977363515312916,0.771929824561404,0.969162995594714,0.691724354940214,0.774809160305344,0.966666666666667,0.738839941262849,0.890357698289269,0.963804713804714,0.881313131313131
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54,8, low_bits_6, svdn,1296,432,432,0.6,0.2,0.2, [0.5        0.53076923 0.45       0.49224806 0.49612403],0.446759259259259,0.483796296296296,0.786111111111111,1,1,1,0.432304038004751,0.427230046948357,0.446491735802946,0.477751756440281,0.467889908256881,0.48394495412844,0.784514925373134,0.779425393883225,0.786104926358819
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.80357143 0.8125     0.86363636 0.81818182 0.82727273],0.766304347826087,0.733695652173913,0.865509761388286,0.943462897526502,0.963898916967509,0.942238267148014,0.757062146892655,0.690721649484536,0.770648181064107,0.716763005780347,0.696629213483146,0.732525133057362,0.864628820960699,0.855291576673866,0.865554285068959
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63,4, low_bits_4, svdn,768,256,256,0.6,0.2,0.2, [0.63636364 0.55194805 0.59090909 0.51298701 0.50657895],0.5625,0.52734375,0.81796875,1,1,1,0.575757575757576,0.589147286821705,0.562290178843924,0.550185873605948,0.632478632478632,0.535663776670971,0.820906994619523,0.847619047619048,0.818424908424908
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54,8, low_bits_4, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.76106195 0.74336283 0.76548673 0.75221239 0.76548673],0.640957446808511,0.680851063829787,0.744952178533475,0.81203007518797,0.860176991150442,0.800884955752212,0.651162790697674,0.711864406779661,0.644876927007921,0.690721649484536,0.716577540106952,0.681040092804799,0.756592292089249,0.803013993541442,0.745683282185202
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54,10, low_bits_3, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.79666667 0.79530201 0.7852349  0.80201342 0.81879195],0.796380090497738,0.762443438914027,0.795454545454545,0.812861736334405,0.847184986595174,0.804959785522788,0.810924369747899,0.877272727272727,0.796744471744472,0.780793319415449,0.842342342342342,0.762080262080262,0.806374501992032,0.851851851851852,0.795454545454545
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,1158,386,386,0.6,0.2,0.2, [0.74137931 0.85344828 0.78017241 0.77586207 0.80869565],0.766839378238342,0.813471502590673,0.840932642487047,0.878661087866109,0.906735751295337,0.874784110535406,0.777227722772277,0.821989528795812,0.767405020808162,0.82,0.841025641025641,0.813182977580883,0.846423211605803,0.876683937823834,0.840932642487047
svm_model_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40,12, low_bits_3, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.96610169 0.98011364 0.98579545 0.98011364 0.98579545],0.850162866449511,0.872964169381107,0.957912457912458,0.99151103565365,0.994324631101022,0.991486946651532,0.85625,0.883870967741935,0.849830220713073,0.878504672897196,0.927631578947368,0.873493208828523,0.958471760797342,0.971380471380471,0.957912457912458
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66,4, low_bits_3, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.56557377 0.66393443 0.625      0.63333333 0.61666667],0.736318407960199,0.616915422885572,0.649105367793241,0.677279305354559,0.774834437086093,0.630794701986755,0.785425101214575,0.858407079646018,0.718976267095736,0.663755458515284,0.8,0.626415094339623,0.69751499571551,0.798039215686275,0.647003478810879
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40,12, low_bits_6, svdn,1872,624,624,0.6,0.2,0.2, [0.96808511 0.97058824 0.96791444 0.98128342 0.98663102],0.619047619047619,0.650793650793651,0.91540404040404,0.990855298547606,0.983974358974359,0.990918803418804,0.586206896551724,0.571428571428571,0.616541353383459,0.620689655172414,0.541353383458647,0.657231313578063,0.913473956091261,0.893097643097643,0.91540404040404
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.88636364 0.90340909 0.875      0.86363636 0.83908046],0.808219178082192,0.797945205479452,0.867989056087551,0.912946428571428,0.931662870159453,0.911161731207289,0.83030303030303,0.85625,0.803125,0.810289389067524,0.857142857142857,0.797536945812808,0.874430709173715,0.900804289544236,0.8673015861129
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58,6, low_bits_6, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.52873563 0.54022989 0.54597701 0.48850575 0.5755814 ],0.463667820069204,0.467128027681661,0.786307053941909,1,1,1,0.488448844884488,0.569230769230769,0.473294629898404,0.515723270440252,0.561643835616438,0.466136603122904,0.792478173270651,0.830985915492958,0.787096218616044
ensemble_model_v2_N8_B46_E54_nb_zones_8_lab_svdne,8,46,54, zones, lab, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.97083333 0.94957983 0.96218487 0.94957983 0.9789916 ],0.697732997481108,0.750629722921914,0.887210473313192,0.995801847187238,0.99496644295302,0.995805369127517,0.732142857142857,0.872340425531915,0.706505140995623,0.77752808988764,0.848039215686275,0.747853804734329,0.892514395393474,0.941295546558704,0.887481440614021
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58,8, low_bits_3, svdn,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.46363636 0.49090909 0.50909091 0.51363636 0.52272727],0.527322404371585,0.538251366120219,0.525655021834061,0.551489361702128,0.589090909090909,0.520909090909091,0.541114058355438,0.56353591160221,0.527713901747051,0.563307493540052,0.586021505376344,0.537455197132617,0.551830840639505,0.583424209378408,0.525591886109969
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.61       0.62       0.54081633 0.66326531 0.63265306],0.51219512195122,0.567073170731707,0.79683698296837,0.967611336032389,0.967611336032389,0.967611336032389,0.493670886075949,0.582089552238806,0.523003539006001,0.574850299401198,0.571428571428571,0.566964285714286,0.796092796092796,0.819095477386935,0.797519436806675
ensemble_model_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26,12, lab, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [1.         1.         0.99428571 0.99714286 1.        ],0.550955414012739,0.624203821656051,0.890993265993266,1,1,1,0.566153846153846,0.575,0.550487012987013,0.63125,0.655844155844156,0.624797077922078,0.891767655662348,0.898148148148148,0.890993265993266
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdn,8,46,54, zones, low_bits_4_shifted_2, svdn,1170,390,390,0.6,0.2,0.2, [0.49145299 0.52991453 0.47008547 0.51282051 0.56410256],0.487179487179487,0.533333333333333,0.801025641025641,0.994871794871795,0.994871794871795,0.994871794871795,0.494949494949495,0.526881720430108,0.488931056293485,0.55609756097561,0.57,0.532368421052632,0.803643724696356,0.817713697219361,0.80109382511632
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58,8, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.83193277 0.76470588 0.7605042  0.79411765 0.84745763],0.636363636363636,0.696969696969697,0.813131313131313,0.912541254125412,0.930976430976431,0.910774410774411,0.669724770642202,0.741116751269036,0.636890033925975,0.732142857142857,0.803921568627451,0.693627450980392,0.823473282442748,0.867336683417086,0.812856158967426
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66,4, low_bits_2, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.56557377 0.575      0.6        0.625      0.6       ],0.59,0.63,0.598802395209581,0.595394736842105,0.601328903654485,0.591362126245847,0.616822429906542,0.611111111111111,0.588164251207729,0.602150537634409,0.565656565656566,0.629362936293629,0.601190476190476,0.596456692913386,0.598835633906086
svm_model_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40,12, lab, svdn,1830,610,610,0.6,0.2,0.2, [0.94808743 0.95901639 0.95081967 0.97540984 0.91803279],0.575091575091575,0.600732600732601,0.879208754208754,0.964932126696832,0.93224043715847,0.966120218579235,0.573529411764706,0.614173228346457,0.577634559378708,0.642622950819672,0.671232876712329,0.595458958041204,0.877611940298507,0.866161616161616,0.879208754208754
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svdn,16,42,58, zones, lab, svdn,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.76219512 0.81707317 0.84567901 0.78395062 0.79012346],0.509225092250922,0.490774907749077,0.783923303834808,0.973365617433414,0.987714987714988,0.972972972972973,0.621082621082621,0.813432835820895,0.512555833968842,0.586826347305389,0.753846153846154,0.501036552100382,0.806088682991396,0.907600596125186,0.785187159376462
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.54878049 0.51219512 0.45121951 0.48170732 0.53703704],0.459558823529412,0.477941176470588,0.7856093979442,0.996336996336996,0.997555012224939,0.996332518337408,0.428015564202335,0.433070866141732,0.457914743415694,0.485507246376812,0.482014388489209,0.477849299507762,0.784023668639053,0.785185185185185,0.785605693029274
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdn,16,42,58,6, low_bits_4_shifted_2, svdn,888,296,296,0.6,0.2,0.2, [0.56741573 0.56741573 0.5505618  0.53932584 0.50568182],0.513513513513513,0.510135135135135,0.80472972972973,1,1,1,0.513513513513513,0.469135802469136,0.518149990786807,0.524590163934426,0.559440559440559,0.511746423511129,0.805910006715917,0.801068090787717,0.80477481146773
svm_model_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54,8, low_bits_5, svdne,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.73966942 0.74583333 0.75833333 0.72916667 0.83333333],0.5475,0.56,0.715784215784216,0.817555938037866,0.790349417637271,0.823627287853577,0.583908045977011,0.616504854368932,0.545365829246322,0.607142857142857,0.660194174757282,0.556901211089981,0.721760391198044,0.72852912142152,0.715629575877595
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66,4, low_bits_3, svdn,582,194,194,0.6,0.2,0.2, [0.66101695 0.61206897 0.5862069  0.67241379 0.59482759],0.664948453608247,0.634020618556701,0.816494845360825,0.928327645051195,0.934707903780069,0.927835051546392,0.685990338164251,0.731958762886598,0.664948453608247,0.650246305418719,0.709677419354839,0.637016927499202,0.821285140562249,0.85031185031185,0.816771467078216
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63,6, low_bits_3, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.69565217 0.60326087 0.58695652 0.6576087  0.5923913 ],0.57843137254902,0.581699346405229,0.612271540469974,0.627624309392265,0.617391304347826,0.633695652173913,0.579804560260586,0.605442176870748,0.579450648183802,0.592356687898089,0.62,0.582435897435898,0.610747051114023,0.61558784676354,0.612310052414028
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svd,4,48,52,10, low_bits_4_shifted_2, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.77272727 0.79220779 0.72077922 0.75       0.76470588],0.613365155131265,0.610978520286396,0.764309764309764,0.837370242214533,0.786736020806242,0.847204161248374,0.623255813953489,0.663366336633663,0.61509330656568,0.640176600441501,0.668202764976958,0.608853857736004,0.759450171821306,0.744107744107744,0.764309764309764
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svdn,32,0,32, zones, low_bits_6, svdn,1776,592,592,0.6,0.2,0.2, [0.99719101 0.98876404 0.99157303 0.98870056 0.99435028],0.686666666666667,0.68,0.92003367003367,1,1,1,0.700636942675159,0.748299319727891,0.687875150060024,0.705521472392638,0.751633986928105,0.678538081899426,0.92135761589404,0.936868686868687,0.92003367003367
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63,4, low_bits_4, svdne,666,222,222,0.6,0.2,0.2, [0.93283582 0.91044776 0.89552239 0.86363636 0.87878788],0.594594594594595,0.612612612612613,0.804504504504505,0.935023771790808,0.885885885885886,0.938438438438438,0.579439252336449,0.62,0.596885245901639,0.619469026548672,0.648148148148148,0.6135477582846,0.797385620915033,0.789279112754159,0.804129890296236
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52,10, low_bits_6, svd,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.82068966 0.80902778 0.77777778 0.77777778 0.84722222],0.588865096359743,0.601713062098501,0.769360269360269,0.877344877344877,0.843273231622746,0.882108183079057,0.58974358974359,0.616071428571429,0.589928718400941,0.618852459016393,0.621399176954732,0.600878159905938,0.76601195559351,0.755050505050505,0.769360269360269
svm_model_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40,12, low_bits_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.92134831 0.93502825 0.92937853 0.91242938 0.9180791 ],0.834437086092715,0.817880794701987,0.917087542087542,0.94945054945055,0.975169300225734,0.948081264108352,0.820143884892086,0.791666666666667,0.832542194092827,0.822006472491909,0.80379746835443,0.818565400843882,0.918155380141255,0.93013468013468,0.917087542087542
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52,10, low_bits_5, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.73287671 0.70547945 0.69655172 0.66896552 0.74137931],0.574837310195228,0.577006507592191,0.683922558922559,0.748603351955307,0.737276478679505,0.752407152682256,0.582978723404255,0.580508474576271,0.57469868173258,0.57516339869281,0.586666666666667,0.577231638418079,0.681914443032613,0.677609427609428,0.683922558922559
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54,8, low_bits_4, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.75210084 0.75210084 0.75630252 0.75847458 0.75      ],0.726582278481013,0.655696202531646,0.779352226720648,0.841845140032949,0.861720067453626,0.838111298482293,0.740384615384615,0.806282722513089,0.729121753413407,0.688073394495413,0.735294117647059,0.652987372959655,0.788964181994192,0.824898785425101,0.779352226720648
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52,10, low_bits_4, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.72516556 0.7218543  0.71666667 0.75       0.74      ],0.66743119266055,0.676605504587156,0.711279461279461,0.755201958384333,0.820478723404255,0.734042553191489,0.675615212527964,0.725961538461538,0.669998313090418,0.712830957230143,0.767543859649123,0.6722334682861,0.733281493001555,0.793771043771044,0.711279461279461
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40,12, low_bits_5, svdn,1734,578,578,0.6,0.2,0.2, [0.97988506 0.9683908  0.97976879 0.96242775 0.94508671],0.492211838006231,0.560747663551402,0.865319865319865,0.990719257540603,0.985005767012687,0.990772779700115,0.597530864197531,0.733333333333333,0.48525641025641,0.625994694960212,0.756410256410256,0.566083916083916,0.872306464485235,0.92003367003367,0.865319865319865
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svdn,40,0,40, zones, low_bits_4, svdn,1704,568,568,0.6,0.2,0.2, [0.97953216 0.99122807 0.97941176 0.98529412 0.97941176],0.68452380952381,0.711309523809524,0.913720538720539,0.998826291079812,0.998826291079812,0.998826291079812,0.697142857142857,0.726190476190476,0.68452380952381,0.718840579710145,0.738095238095238,0.711309523809524,0.914547728220092,0.923400673400673,0.913720538720539
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54,10, low_bits_2, svd,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.77737226 0.77007299 0.83576642 0.79927007 0.82116788],0.835526315789474,0.833333333333333,0.838299737072743,0.848611111111111,0.891970802919708,0.840875912408759,0.850299401197605,0.869387755102041,0.832798142953864,0.837606837606838,0.911627906976744,0.837556692077584,0.846824408468244,0.890829694323144,0.83811493511232
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66,4, low_bits_2, svdn,600,200,200,0.6,0.2,0.2, [0.53333333 0.54166667 0.55833333 0.56666667 0.65833333],0.55,0.57,0.814,0.983333333333333,0.983333333333333,0.983333333333333,0.571428571428571,0.566037735849057,0.548976314733039,0.556701030927835,0.545454545454545,0.56975697569757,0.814741035856574,0.80990099009901,0.814041404140414
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svd,4,48,52, zones, lab, svd,1476,492,492,0.6,0.2,0.2, [0.94256757 0.91554054 0.88513514 0.91836735 0.89455782],0.786666666666667,0.773333333333333,0.897306397306397,0.968406593406593,0.955284552845528,0.968834688346883,0.809523809523809,0.902654867256637,0.786148862199747,0.790983606557377,0.861607142857143,0.773723925410872,0.900326797385621,0.927609427609428,0.897306397306397
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_svdne,32,0,32, zones, low_bits_4, svdne,1692,564,564,0.6,0.2,0.2, [1.         1.         0.99408284 0.99408284 0.99112426],0.681286549707602,0.669590643274854,0.906144781144781,0.999409332545777,1,0.999408983451537,0.668693009118541,0.700636942675159,0.682750903770012,0.708010335917313,0.740540540540541,0.663263900843519,0.907430469074305,0.92003367003367,0.906144781144781
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.57391304 0.50877193 0.56578947 0.50438596 0.46929825],0.492105263157895,0.497368421052632,0.79179810725552,0.98951048951049,0.991243432574431,0.989492119089317,0.508905852417303,0.510204081632653,0.491515084294587,0.490666666666667,0.476683937823834,0.497700257681971,0.792887029288703,0.789583333333333,0.791819267515924
svm_model_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58,6, lab, svdne,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.98421053 0.99473684 0.97894737 0.9787234  0.9893617 ],0.742857142857143,0.73968253968254,0.888959390862944,0.987152034261242,0.974630021141649,0.987315010570825,0.767908309455587,0.91156462585034,0.753401360544218,0.769662921348315,0.878205128205128,0.740989356555394,0.893227577791336,0.943298969072165,0.889774484536082
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52,10, low_bits_3, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.81210191 0.82051282 0.8525641  0.8525641  0.84294872],0.722358722358722,0.746928746928747,0.814393939393939,0.857685009487666,0.868117797695262,0.85595390524968,0.729016786570743,0.741463414634146,0.722216855831925,0.750605326876513,0.767326732673267,0.747078000482975,0.817088345085027,0.829124579124579,0.814393939393939
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63,4, low_bits_4, svdne,582,194,194,0.6,0.2,0.2, [0.91525424 0.8362069  0.85344828 0.87068966 0.84482759],0.701030927835051,0.675257731958763,0.86701030927835,0.986254295532646,0.986254295532646,0.986254295532646,0.738738738738739,0.752293577981651,0.693793847814355,0.698564593301435,0.760416666666667,0.676126700680272,0.872655478775913,0.891129032258064,0.866450592078399
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.62903226 0.62903226 0.59836066 0.64754098 0.6147541 ],0.598039215686274,0.632352941176471,0.834637964774951,0.98051948051948,0.98371335504886,0.980456026058632,0.613207547169811,0.631067961165049,0.597712198404307,0.666666666666667,0.721153846153846,0.630576923076923,0.839506172839506,0.859922178988327,0.834488648549281
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63,6, low_bits_2, svdn,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.57894737 0.6        0.63157895 0.56914894 0.56382979],0.558730158730159,0.606349206349206,0.591370558375635,0.602711157455683,0.610993657505285,0.597251585623679,0.558730158730159,0.57516339869281,0.55918663761801,0.6125,0.628205128205128,0.606555394291243,0.595984943538269,0.607416879795396,0.59149181521256
svm_model_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58,6, low_bits_5, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.81111111 0.80898876 0.85955056 0.8258427  0.86516854],0.599326599326599,0.595959595959596,0.80349932705249,0.939428571428571,0.92152466367713,0.940582959641256,0.631578947368421,0.689189189189189,0.599628151641574,0.644970414201184,0.703225806451613,0.591049522944116,0.809895833333333,0.830440587449933,0.803279995217504
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.475      0.55050505 0.56060606 0.51010101 0.55050505],0.515151515151515,0.5,0.786924939467312,0.972699696663296,0.969758064516129,0.972782258064516,0.51219512195122,0.528301886792453,0.51561293170032,0.498480243161094,0.503067484662577,0.500036736343264,0.786148238153098,0.790953545232274,0.786963583167696
svm_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdne,8,46,54,8, low_bits_4_shifted_2, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.78151261 0.78571429 0.77731092 0.75       0.77118644],0.607594936708861,0.637974683544304,0.754048582995951,0.836805555555555,0.812816188870152,0.841483979763912,0.657836644591611,0.737623762376238,0.604563176524906,0.678651685393258,0.755,0.636474358974359,0.762926829268293,0.785929648241206,0.753821093233753
svm_model_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32,12, lab, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.98907104 1.         0.99180328 1.         1.        ],0.570909090909091,0.592727272727273,0.902356902356902,0.99890350877193,0.997809419496166,0.998904709748083,0.512396694214876,0.492063492063492,0.564823692340471,0.626666666666667,0.630872483221476,0.589245765420262,0.901944209636517,0.898148148148148,0.902356902356902
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.77314815 0.73148148 0.83333333 0.77570093 0.84579439],0.695530726256983,0.684357541899441,0.815290178571429,0.899353647276085,0.905204460966543,0.898698884758364,0.674626865671642,0.664705882352941,0.694055068836045,0.672463768115942,0.630434782608696,0.685907046476762,0.812251843448667,0.802690582959641,0.815234180368709
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_5_svdne,26,0,26, zones, low_bits_5, svdne,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [1.         1.         1.         1.         0.99710983],0.571875,0.56875,0.884259259259259,1,1,1,0.653164556962025,0.843137254901961,0.583245274157567,0.674528301886793,0.856287425149701,0.555594692967007,0.892367906066536,0.95959595959596,0.884259259259259
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66,4, low_bits_4, svd,558,186,186,0.6,0.2,0.2, [0.90178571 0.92857143 0.90178571 0.89285714 0.9       ],0.56989247311828,0.618279569892473,0.809677419354839,0.952727272727273,0.939068100358423,0.953405017921147,0.545454545454545,0.521739130434783,0.569380203515264,0.632124352331606,0.677777777777778,0.620138888888889,0.807399347116431,0.804772234273319,0.809635584087619
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdn,16,42,58, zones, low_bits_4_shifted_2, svdn,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.45731707 0.56097561 0.46341463 0.54878049 0.54938272],0.514705882352941,0.551470588235294,0.809104258443465,0.992665036674817,0.992665036674817,0.992665036674817,0.541666666666667,0.527027027027027,0.513513513513513,0.576388888888889,0.572413793103448,0.549986424110779,0.813486370157819,0.807692307692308,0.809149184149184
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.49122807 0.5        0.55263158 0.5        0.60714286],0.531914893617021,0.515957446808511,0.806794055201699,0.994708994708995,0.996466431095406,0.994699646643109,0.555555555555556,0.585106382978723,0.531914893617021,0.533333333333333,0.559139784946237,0.516411997736276,0.810416666666666,0.827659574468085,0.806838261810314
svm_model_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66,4, low_bits_3, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.75833333 0.88135593 0.8220339  0.84745763 0.77966102],0.807106598984772,0.822335025380711,0.846855983772819,0.876971608832807,0.939189189189189,0.868243243243243,0.802083333333333,0.846153846153846,0.809869375907112,0.808743169398907,0.795698924731183,0.820926385442514,0.850346878097126,0.89375,0.848060770750988
svm_model_N8_B46_E54_nb_zones_10_lab_svd,8,46,54,10, lab, svd,1594,531,531,0.600150602409639,0.199924698795181,0.199924698795181, [0.925      0.959375   0.94025157 0.95597484 0.95283019],0.746803069053708,0.769820971867008,0.896464646464647,0.963578274760383,0.946047678795483,0.964240903387704,0.788008565310492,0.929292929292929,0.744439210760454,0.802631578947369,0.948186528497409,0.772073062228503,0.90112540192926,0.943602693602693,0.896464646464646
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_6_svdne,26,0,26, zones, low_bits_6, svdne,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.99712644 0.99712644 0.99712644 1.         1.        ],0.621875,0.6125,0.896885521885522,1,1,1,0.693670886075949,0.820359281437126,0.61279401980353,0.680412371134021,0.862745098039216,0.622989315486674,0.902739182215165,0.957070707070707,0.896885521885522
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.86923077 0.84615385 0.828125   0.859375   0.859375  ],0.719626168224299,0.700934579439252,0.868470149253731,0.973478939157566,0.968944099378882,0.97360248447205,0.745762711864407,0.846153846153846,0.723076923076923,0.716814159292036,0.835051546391753,0.712397568067671,0.872166817769719,0.919694072657744,0.869683101902642
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58,8, low_bits_2, svdn,1218,406,406,0.6,0.2,0.2, [0.5204918  0.5        0.55737705 0.59016393 0.54545455],0.527093596059113,0.54679802955665,0.552216748768473,0.550210970464135,0.535303776683087,0.5623973727422,0.555555555555556,0.545454545454545,0.525415444770283,0.54679802955665,0.54679802955665,0.54679802955665,0.550667325753831,0.539728682170543,0.552429471345792
ensemble_model_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58,6, lab, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.96907216 0.98958333 0.97916667 0.99479167 0.97916667],0.728125,0.79375,0.904494382022472,1,1,1,0.757660167130919,0.906666666666667,0.738627450980392,0.818681318681318,0.897590361445783,0.789704271631983,0.90919881305638,0.961104140526976,0.90477567274796
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54,10, low_bits_3, svd,1518,506,506,0.6,0.2,0.2, [0.81578947 0.80921053 0.79605263 0.86513158 0.82781457],0.792540792540793,0.799533799533799,0.852272727272727,0.883905013192612,0.882740447957839,0.884057971014493,0.808602150537634,0.854545454545455,0.790909090909091,0.81057268722467,0.880382775119617,0.801555023923445,0.855852156057495,0.877104377104377,0.852272727272727
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52,10, low_bits_2, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.81118881 0.7972028  0.88811189 0.82042254 0.79225352],0.787368421052632,0.770526315789474,0.8253367003367,0.863242161440961,0.907433380084151,0.856241234221599,0.789144050104384,0.814655172413793,0.787986022420888,0.781563126252505,0.802469135802469,0.769769050659855,0.832458619297537,0.867845117845118,0.8253367003367
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63,6, low_bits_3, svdn,888,296,296,0.6,0.2,0.2, [0.58988764 0.5505618  0.51685393 0.57865169 0.60795455],0.577702702702703,0.611486486486487,0.836486486486487,0.997747747747748,0.997747747747748,0.997747747747748,0.624624624624625,0.666666666666667,0.572619047619048,0.620462046204621,0.652777777777778,0.612573099415205,0.841207349081365,0.861559139784946,0.836350222066386
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54,8, low_bits_5, svdne,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.81153846 0.80384615 0.79069767 0.81395349 0.76744186],0.538283062645012,0.5707656612529,0.803339517625232,0.968895800933126,0.9629057187017,0.969088098918083,0.596348884381339,0.674311926605505,0.536686479734677,0.62474645030426,0.723004694835681,0.572511521729767,0.813380281690141,0.857142857142857,0.803339517625232
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63,4, low_bits_5, svd,618,206,206,0.6,0.2,0.2, [0.91935484 0.91129032 0.90322581 0.87903226 0.90983607],0.645631067961165,0.611650485436893,0.833980582524272,0.97029702970297,0.951456310679612,0.970873786407767,0.681222707423581,0.696428571428571,0.640767477203647,0.646017699115044,0.70873786407767,0.611650485436893,0.838831291234684,0.849236641221374,0.833709229701596
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.78017241 0.76293103 0.79741379 0.73043478 0.78695652],0.602597402597403,0.696103896103896,0.785046728971963,0.878787878787879,0.903114186851211,0.875432525951557,0.645011600928074,0.73936170212766,0.605721460200886,0.72209026128266,0.775510204081633,0.694633408919123,0.797058823529412,0.845114345114345,0.78510903977709
svm_model_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66,4, low_bits_2, svdne,540,180,180,0.6,0.2,0.2, [0.83333333 0.85185185 0.86111111 0.81481481 0.82407407],0.8,0.783333333333333,0.828888888888889,0.85968028419183,0.896296296296296,0.853703703703704,0.818181818181818,0.880434782608696,0.798171936758893,0.811594202898551,0.831683168316832,0.776601077829302,0.840909090909091,0.879049676025918,0.82739669155987
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58,6, low_bits_5, svdne,828,276,276,0.6,0.2,0.2, [0.86144578 0.84337349 0.89156627 0.86144578 0.88414634],0.623188405797101,0.550724637681159,0.821739130434782,0.977886977886978,0.961352657004831,0.978260869565217,0.715846994535519,0.829113924050633,0.588285775584638,0.617283950617284,0.769230769230769,0.562697576396206,0.836436170212766,0.896011396011396,0.820424577061745
svm_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdne,32,0,32,12, low_bits_4_shifted_2, svdne,1734,578,578,0.6,0.2,0.2, [1.         1.         0.99421965 1.         0.99132948],0.657320872274143,0.657320872274143,0.907407407407407,1,1,1,0.651898734177215,0.647798742138365,0.657232704402516,0.662576687116564,0.666666666666667,0.657232704402516,0.907407407407407,0.907407407407407,0.907407407407407
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63,4, low_bits_6, svd,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.93269231 0.92307692 0.90384615 0.91346154 0.93269231],0.53757225433526,0.595375722543353,0.817551963048499,0.984375,0.969230769230769,0.984615384615385,0.591836734693877,0.773333333333333,0.565238095238095,0.666666666666667,0.752688172043011,0.582594086021505,0.827886710239651,0.88785046728972,0.818354457389152
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66,4, low_bits_3, svdne,558,186,186,0.6,0.2,0.2, [0.90178571 0.875      0.85714286 0.77678571 0.87272727],0.806451612903226,0.801075268817204,0.854838709677419,0.892361111111111,0.921146953405018,0.888888888888889,0.808510638297872,0.844444444444444,0.807638888888889,0.788571428571429,0.766666666666667,0.8,0.856230031948882,0.875816993464052,0.855105948961326
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66,4, low_bits_4, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.8515625  0.796875   0.90625    0.8203125  0.82539683],0.655660377358491,0.636792452830189,0.810734463276836,0.923766816143498,0.968652037617555,0.920062695924765,0.683982683982684,0.766990291262136,0.658724503429233,0.666666666666667,0.777777777777778,0.645526057030482,0.822281167108753,0.892514395393474,0.812246107123724
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58,8, low_bits_3, svdn,1254,418,418,0.6,0.2,0.2, [0.45238095 0.47619048 0.48       0.512      0.508     ],0.528708133971292,0.566985645933014,0.819138755980861,1,1,1,0.53864168618267,0.566502463054187,0.52976285943407,0.585812356979405,0.598130841121495,0.566222283305846,0.821529745042493,0.833333333333333,0.819152326322498
svm_model_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54,8, low_bits_6, svdne,1176,392,392,0.6,0.2,0.2, [0.81355932 0.77966102 0.79661017 0.81623932 0.8034188 ],0.642857142857143,0.622448979591837,0.761224489795918,0.837837837837838,0.790816326530612,0.846938775510204,0.62962962962963,0.61025641025641,0.642691656904855,0.622448979591837,0.598039215686274,0.62348769294952,0.751063829787234,0.715298885511651,0.76155488982674
svm_model_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58,6, low_bits_6, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.89784946 0.89673913 0.9076087  0.91304348 0.89673913],0.625407166123778,0.566775244299674,0.815104166666667,0.960088691796009,0.939262472885032,0.960954446854664,0.686648501362398,0.823529411764706,0.626050420168067,0.647214854111406,0.782051282051282,0.563211071489217,0.827460510328068,0.884415584415584,0.814923196907531
svm_model_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32,12, low_bits_5, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.99428571 0.99142857 1.         1.         1.        ],0.741214057507987,0.686900958466454,0.9246632996633,1,1,1,0.747663551401869,0.794701986754967,0.743030005723163,0.716763005780347,0.765432098765432,0.684040552693974,0.92594124948283,0.941919191919192,0.9246632996633
svm_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdne,16,42,58,6, low_bits_4_shifted_2, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.87234043 0.87234043 0.82446809 0.84042553 0.84042553],0.552715654952077,0.623003194888179,0.805874840357599,0.950323974082074,0.936170212765957,0.951063829787234,0.604519774011299,0.748251748251748,0.568243521184698,0.681081081081081,0.768292682926829,0.615689965624488,0.815757575757576,0.866151866151866,0.80633322078189
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52,10, low_bits_6, svd,1434,478,478,0.6,0.2,0.2, [0.74652778 0.76736111 0.76573427 0.75874126 0.78321678],0.656050955414013,0.588110403397028,0.787457912457912,0.896022330774599,0.895397489539749,0.896094839609484,0.65531914893617,0.628571428571429,0.657206068268015,0.565022421524664,0.557522123893805,0.586924327253025,0.785014899957429,0.776094276094276,0.787457912457912
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svd,4,48,52,10, low_bits_4_shifted_2, svd,1494,498,498,0.6,0.2,0.2, [0.73333333 0.78       0.77181208 0.76845638 0.70805369],0.560090702947846,0.54421768707483,0.788299663299663,0.926928281461434,0.917001338688086,0.927710843373494,0.602459016393443,0.625531914893617,0.55548440404875,0.587268993839836,0.694174757281553,0.553470357364181,0.794944965348553,0.820707070707071,0.788299663299663
ensemble_model_v2_N16_B42_E58_nb_zones_6_lab_svdne,16,42,58, zones, lab, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.96153846 0.97222222 0.97777778 0.96666667 0.97777778],0.763333333333333,0.746666666666667,0.898801597869507,0.994425863991082,0.988913525498891,0.994456762749446,0.770226537216828,0.868613138686131,0.771729882226501,0.773809523809524,0.844155844155844,0.7439957302971,0.901426718547341,0.936657681940701,0.899249893601929
ensemble_model_v2_N26_B0_E26_nb_zones_12_low_bits_4_shifted_2_svdne,26,0,26, zones, low_bits_4_shifted_2, svdne,1894,631,631,0.600126742712294,0.199936628643853,0.199936628643853, [0.99736842 1.         1.         1.         1.        ],0.539419087136929,0.580912863070539,0.910774410774411,1,1,1,0.531645569620253,0.516393442622951,0.539709326353492,0.570212765957447,0.563025210084034,0.580692932910869,0.91039729501268,0.906565656565657,0.910774410774411
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66,4, low_bits_2, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.82142857 0.78571429 0.82727273 0.73636364 0.82727273],0.820652173913043,0.809782608695652,0.855748373101952,0.885361552028219,0.906137184115524,0.882671480144404,0.809248554913295,0.813953488372093,0.820242050308496,0.82051282051282,0.842105263157895,0.808693081017149,0.857754010695187,0.875545851528384,0.855876374040054
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63,4, low_bits_5, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.92741935 0.91935484 0.89344262 0.90983607 0.91803279],0.568627450980392,0.627450980392157,0.839530332681018,1,1,1,0.65625,0.865979381443299,0.582522401002023,0.716417910447761,0.872727272727273,0.606576402321083,0.855887521968366,0.947470817120622,0.838892888875272
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63,4, low_bits_6, svd,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.92727273 0.87962963 0.89814815 0.90740741 0.91666667],0.55,0.544444444444444,0.819290465631929,1,1,1,0.63013698630137,0.75,0.545454545454545,0.605769230769231,0.715909090909091,0.548171936758893,0.831785345717234,0.893569844789357,0.819290465631929
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdne,8,46,54,8, low_bits_4_shifted_2, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.77826087 0.82608696 0.83913043 0.8        0.78508772],0.636125654450262,0.602094240837696,0.824267782426778,0.960352422907489,0.949477351916376,0.960801393728223,0.684807256235828,0.766497461928934,0.631897379613116,0.651376146788991,0.735751295336788,0.600679880472626,0.833001988071571,0.869294605809129,0.823887809233678
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63,6, low_bits_2, svdn,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.55789474 0.55789474 0.45789474 0.55851064 0.54255319],0.520634920634921,0.606349206349206,0.825507614213198,1,1,1,0.53822629969419,0.530120481927711,0.520093798010835,0.597402597402598,0.643356643356643,0.60946901935274,0.826059456040481,0.835038363171356,0.825579634986182
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,666,222,222,0.6,0.2,0.2, [0.88059701 0.8880597  0.82835821 0.90909091 0.87121212],0.779279279279279,0.734234234234234,0.894594594594595,0.986627043090639,0.996996996996997,0.986486486486486,0.794979079497908,0.848214285714286,0.778652597402597,0.753138075313808,0.833333333333333,0.736842105263158,0.898349261511729,0.934900542495479,0.894739319721707
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63,6, low_bits_4, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.85       0.87222222 0.85555556 0.92222222 0.79213483],0.645484949832776,0.675585284280936,0.836898395721925,0.954292084726867,0.953229398663697,0.9543429844098,0.684523809523809,0.815602836879433,0.654636861477691,0.713864306784661,0.858156028368794,0.685407128108448,0.844783715012722,0.908344733242134,0.838486092111263
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52,10, low_bits_5, svd,1530,510,510,0.6,0.2,0.2, [0.76470588 0.75163399 0.70588235 0.66993464 0.76470588],0.531914893617021,0.543735224586288,0.789983164983165,0.929595827900913,0.93202614379085,0.929411764705882,0.55,0.593137254901961,0.53401154982541,0.566292134831461,0.575342465753425,0.542573193661026,0.793716411740389,0.808080808080808,0.789983164983165
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.8359375 0.9140625 0.890625  0.8671875 0.8828125],0.68075117370892,0.666666666666667,0.859287054409006,0.9826224328594,0.971875,0.9828125,0.71900826446281,0.776785714285714,0.675521570014144,0.689956331877729,0.738317757009346,0.666328689825428,0.864130434782608,0.884972170686456,0.858994624242659
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58,6, low_bits_6, svdne,722,240,240,0.600665557404326,0.199667221297837,0.199667221297837, [0.89726027 0.82638889 0.94444444 0.88194444 0.92361111],0.545833333333333,0.591666666666667,0.816139767054909,0.980392156862745,0.969529085872576,0.980609418282548,0.558704453441295,0.556451612903226,0.545467185761958,0.611111111111111,0.596899224806201,0.591242405195894,0.817807089859852,0.807817589576547,0.816323760774668
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdn,40,0,40,12, low_bits_4_shifted_2, svdn,1746,582,582,0.6,0.2,0.2, [0.97714286 0.98571429 0.98       0.98563218 0.98850575],0.59047619047619,0.546031746031746,0.884680134680135,0.998855835240274,1,0.99885452462772,0.60790273556231,0.625,0.58991935483871,0.59025787965616,0.664516129032258,0.547883064516129,0.887056883759274,0.905723905723906,0.884680134680135
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40,12, low_bits_3, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.975      0.98611111 0.97777778 0.975      0.97765363],0.775086505190311,0.775086505190311,0.942760942760943,0.996674057649667,1,0.996662958843159,0.794952681388013,0.857142857142857,0.77364185110664,0.796238244514107,0.894366197183099,0.777115071380665,0.944262295081967,0.96969696969697,0.942760942760943
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,516,172,172,0.6,0.2,0.2, [0.88461538 0.89423077 0.88461538 0.91176471 0.90196078],0.61046511627907,0.598837209302326,0.841860465116279,1,1,1,0.629834254143646,0.655172413793103,0.609939148073022,0.614525139664804,0.670731707317073,0.602032520325203,0.844748858447489,0.866510538641686,0.842031250845093
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.85326087 0.84782609 0.80434783 0.79891304 0.8423913 ],0.568627450980392,0.565359477124183,0.810052219321149,0.971238938053098,0.954347826086956,0.971739130434782,0.627118644067797,0.711538461538462,0.565769230769231,0.625352112676056,0.685185185185185,0.55787037037037,0.819590824550527,0.849614395886889,0.809422582558829
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.85947712 0.83333333 0.80718954 0.79934211 0.78618421],0.84,0.792941176470588,0.852272727272727,0.875399361022364,0.897771952817824,0.87221494102228,0.850877192982456,0.885844748858447,0.838553442390388,0.810344827586207,0.912621359223301,0.796493328013477,0.858752515090543,0.898148148148148,0.852272727272727
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svd,26,37,63,4, low_bits_4_shifted_2, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.984375   0.9765625  0.9765625  0.9375     0.94444444],0.665094339622642,0.636792452830189,0.854048964218456,0.988941548183254,0.981191222570533,0.989028213166144,0.705394190871369,0.794392523364486,0.66386292834891,0.690763052208835,0.774774774774775,0.62996164481313,0.861976847729297,0.901303538175047,0.853508911944666
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.81034483 0.82758621 0.85964912 0.77192982 0.78947368],0.69109947643979,0.801047120418848,0.841004184100418,0.901610017889088,0.878048780487805,0.904181184668989,0.670391061452514,0.631578947368421,0.69078947368421,0.834782608695652,0.834782608695652,0.792391304347826,0.84297520661157,0.82092555331992,0.841835325679567
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,582,194,194,0.6,0.2,0.2, [0.99152542 0.97413793 0.96551724 0.93965517 0.96551724],0.608247422680412,0.634020618556701,0.848453608247423,1,1,1,0.677966101694915,0.919540229885058,0.637340208400473,0.714859437751004,0.881188118811881,0.623389758330672,0.862230552952202,0.960334029227557,0.849820782434553
svm_model_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52,10, lab, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.52364865 0.51689189 0.54391892 0.55405405 0.55067568],0.551339285714286,0.560267857142857,0.561026936026936,0.534967555875991,0.501351351351351,0.564189189189189,0.51566265060241,0.490825688073395,0.549760670123654,0.555304740406321,0.534782608695652,0.560969285999202,0.535412026726058,0.505892255892256,0.561026936026936
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52,10, low_bits_4, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.74       0.75666667 0.70333333 0.73333333 0.73489933],0.635535307517084,0.656036446469248,0.777356902356902,0.858072916666667,0.879839786381842,0.854472630173565,0.661016949152542,0.699551569506726,0.634498006975585,0.639618138424821,0.62037037037037,0.655476665005813,0.782035434693037,0.798821548821549,0.777356902356902
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.53804348 0.49456522 0.54347826 0.55978261 0.55978261],0.519607843137255,0.558823529411765,0.802872062663185,0.978213507625272,0.976086956521739,0.978260869565217,0.518032786885246,0.503184713375796,0.520048732526824,0.571428571428571,0.608108108108108,0.560383167978105,0.803641092327698,0.807843137254902,0.802878543855612
ensemble_model_N8_B46_E54_nb_zones_10_lab_svd,8,46,54,10, lab, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.95517241 0.94827586 0.96896552 0.93103448 0.9375    ],0.773706896551724,0.762931034482759,0.907828282828283,0.997233748271093,0.99585635359116,0.997237569060773,0.787878787878788,0.882352941176471,0.778625030259017,0.795539033457249,0.880658436213992,0.75707129955496,0.911657926583299,0.951178451178451,0.907828282828283
ensemble_model_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdne,16,42,58,6, low_bits_4_shifted_2, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.88202247 0.90449438 0.875      0.88636364 0.89204545],0.680272108843537,0.629251700680272,0.84375,0.968641114982578,0.943438914027149,0.969457013574661,0.747311827956989,0.817647058823529,0.654791271347249,0.684057971014493,0.830985915492958,0.635887694588584,0.85424588086185,0.893899204244032,0.842492777609481
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,1398,466,466,0.6,0.2,0.2, [0.78214286 0.78571429 0.82142857 0.80714286 0.79136691],0.776824034334764,0.746781115879828,0.823175965665236,0.864864864864865,0.869814020028612,0.864091559370529,0.786008230452675,0.823275862068966,0.777022546419098,0.763052208835342,0.80168776371308,0.745822047795405,0.827615062761506,0.846746575342466,0.823115112111852
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.75806452 0.80241935 0.76422764 0.74796748 0.7601626 ],0.525547445255474,0.549878345498783,0.779182879377432,0.940129449838187,0.941653160453809,0.940032414910859,0.545454545454545,0.587939698492462,0.527460415283967,0.562647754137116,0.580487804878049,0.549952640303102,0.782567049808429,0.800195886385896,0.779324996333045
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58,8, low_bits_4, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.53418803 0.54273504 0.51709402 0.55982906 0.51293103],0.51413881748072,0.521850899742931,0.528776978417266,0.674669867947179,0.962328767123288,0.535958904109589,0.664298401420959,0.954081632653061,0.510719572803215,0.667857142857143,0.958974358974359,0.520724292889241,0.671208318393689,0.96,0.52788877445932
ensemble_model_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54,8, low_bits_6, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.86206897 0.85344828 0.82758621 0.80869565 0.81304348],0.61038961038961,0.597402597402597,0.826064382139148,0.973867595818815,0.967128027681661,0.974048442906574,0.64622641509434,0.681592039800995,0.607100367726584,0.630071599045346,0.666666666666667,0.595365418894831,0.831742842792567,0.847492323439099,0.825748269201109
ensemble_model_v2_N26_B0_E26_nb_zones_12_lab_svdne,26,0,26, zones, lab, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [1.         1.         0.99428571 1.         1.        ],0.527331189710611,0.488745980707396,0.871212121212121,1,1,1,0.58356940509915,0.656050955414013,0.526077425758954,0.547008547008547,0.623376623376623,0.490032260732898,0.875508543531326,0.905723905723906,0.871212121212121
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,786,262,262,0.6,0.2,0.2, [0.84810127 0.87341772 0.83544304 0.87179487 0.84615385],0.648854961832061,0.645038167938931,0.841221374045801,0.97084917617237,0.974554707379135,0.970737913486005,0.693333333333333,0.825396825396825,0.655345471521942,0.697068403908795,0.8359375,0.64931203358209,0.851002865329513,0.918083462132921,0.842148820055902
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svd,26,37,63,4, low_bits_4_shifted_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.95762712 0.90677966 0.94915254 0.94915254 0.94067797],0.535714285714286,0.571428571428571,0.818737270875764,0.99492385786802,0.996610169491526,0.994915254237288,0.580645161290323,0.707865168539326,0.550194266512654,0.637931034482759,0.755102040816326,0.571428571428571,0.828846153846154,0.894190871369294,0.820095435684647
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63,4, low_bits_6, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.67924528 0.58490566 0.69230769 0.64423077 0.625     ],0.471264367816092,0.545977011494253,0.744266055045872,0.896,0.854961832061069,0.900763358778626,0.505376344086021,0.528089887640449,0.469927296761401,0.568306010928962,0.658227848101266,0.555429713524317,0.743383199079402,0.751162790697674,0.744359675891824
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66,6, low_bits_3, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.78571429 0.85714286 0.85119048 0.73809524 0.74096386],0.806451612903226,0.810035842293907,0.811604584527221,0.813842482100239,0.813842482100239,0.813842482100239,0.801470588235294,0.751724137931034,0.80869788986104,0.785425101214575,0.740458015267176,0.806039818444399,0.806190125276345,0.78705035971223,0.811499502252691
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63,6, low_bits_4, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.76436782 0.76436782 0.81609195 0.6954023  0.77325581],0.747404844290657,0.747404844290657,0.869986168741355,0.951162790697674,0.942396313364055,0.951612903225806,0.742049469964664,0.73943661971831,0.747269330267318,0.742049469964664,0.75,0.74748322147651,0.868162692847125,0.864525139664804,0.869933802709114
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66,4, low_bits_4, svdn,742,247,247,0.600323624595469,0.199838187702265,0.199838187702265, [0.53333333 0.62837838 0.64864865 0.62162162 0.57432432],0.607287449392712,0.615384615384615,0.618122977346278,0.672897196261682,0.776280323450135,0.622641509433962,0.664359861591695,0.705882352941176,0.596184419713832,0.664310954063604,0.706766917293233,0.607769423558897,0.669467787114846,0.746875,0.61337038590604
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63,4, low_bits_5, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.5625     0.56349206 0.57936508 0.50793651 0.52380952],0.495238095238095,0.50952380952381,0.730038022813688,0.878836833602585,0.860759493670886,0.881329113924051,0.547008547008547,0.556521739130435,0.488787185354691,0.538116591928251,0.594059405940594,0.512626033245526,0.736059479553903,0.744360902255639,0.729872758820127
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58,8, low_bits_2, svdn,1206,402,402,0.6,0.2,0.2, [0.52066116 0.51652893 0.45867769 0.54583333 0.4875    ],0.519900497512438,0.534825870646766,0.810945273631841,1,1,1,0.501291989664083,0.457547169811321,0.523510427010924,0.470254957507082,0.439153439153439,0.529435874506297,0.804727646454265,0.779880478087649,0.810914394113407
svm_model_N16_B42_E58_nb_zones_8_lab_svd,16,42,58,8, lab, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.97107438 0.96694215 0.97107438 0.95867769 0.95041322],0.704714640198511,0.684863523573201,0.87797619047619,1,1,1,0.765285996055227,0.974874371859296,0.708025421223766,0.759013282732448,0.952380952380952,0.673081667900321,0.890374331550802,0.985207100591716,0.877334089218014
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.82876712 0.73972603 0.81506849 0.76896552 0.78275862],0.832608695652174,0.802173913043478,0.838383838383838,0.856382978723404,0.884615384615385,0.851648351648351,0.835820895522388,0.863436123348018,0.833005615322077,0.807610993657505,0.819742489270386,0.801941729216691,0.843008994276369,0.867845117845118,0.838383838383838
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40,12, low_bits_2, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.9017341  0.91618497 0.94508671 0.92485549 0.9132948 ],0.839009287925697,0.823529411764706,0.922558922558923,0.958402662229617,0.998843930635838,0.956647398843931,0.839506172839506,0.8,0.841176470588235,0.804123711340206,0.764705882352941,0.820588235294118,0.923904052936311,0.94023569023569,0.922558922558923
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_4_shifted_2_svdne,8,46,54, zones, low_bits_4_shifted_2, svdne,1176,392,392,0.6,0.2,0.2, [0.79661017 0.73728814 0.77118644 0.82478632 0.80769231],0.637755102040816,0.64030612244898,0.828571428571429,0.954112554112554,0.937074829931973,0.954931972789116,0.683035714285714,0.765,0.635104166666667,0.68314606741573,0.787564766839378,0.642526102012654,0.8359375,0.872579001019368,0.828526477016323
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,870,290,290,0.6,0.2,0.2, [0.47701149 0.53448276 0.48275862 0.47701149 0.53448276],0.517241379310345,0.531034482758621,0.804827586206896,0.991944764096663,0.990804597701149,0.991954022988505,0.523809523809524,0.531034482758621,0.517241379310345,0.546666666666667,0.543046357615894,0.530515984563343,0.806561859193438,0.807113543091655,0.804808510071558
svm_model_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63,6, low_bits_3, svdne,798,266,266,0.6,0.2,0.2, [0.80625   0.7625    0.74375   0.83125   0.8164557],0.81578947368421,0.800751879699248,0.813533834586466,0.821951219512195,0.844611528822055,0.817042606516291,0.835016835016835,0.879432624113475,0.811716312056738,0.815331010452962,0.860294117647059,0.799377828054299,0.823361823361823,0.855029585798817,0.81283589381684
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.54910714 0.46428571 0.52252252 0.55405405 0.51801802],0.471698113207547,0.514824797843666,0.78125,0.973070017953321,0.973070017953321,0.973070017953321,0.481481481481482,0.497267759562841,0.47203813510057,0.516129032258065,0.521739130434783,0.514880260404557,0.782188841201717,0.788961038961039,0.781283094587816
svm_model_N26_B37_E63_nb_zones_4_lab_svd,26,37,63,4, lab, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.97368421 0.97368421 1.         0.97368421 0.96428571],0.571428571428571,0.486772486772487,0.81183932346723,1,1,1,0.694339622641509,0.978723404255319,0.573572228443449,0.607287449392713,0.892857142857143,0.527380952380952,0.835185185185185,0.976190476190476,0.815574576938213
ensemble_model_v2_N16_B42_E58_nb_zones_6_low_bits_4_shifted_2_svdne,16,42,58, zones, low_bits_4_shifted_2, svdne,816,272,272,0.6,0.2,0.2, [0.87195122 0.89634146 0.87804878 0.88271605 0.87037037],0.606617647058823,0.661764705882353,0.838970588235294,0.975308641975309,0.968137254901961,0.975490196078431,0.627177700348432,0.72,0.615102040816326,0.707006369426751,0.69811320754717,0.654366338286859,0.844790928419561,0.861271676300578,0.838569969886816
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66,6, low_bits_2, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.85632184 0.83908046 0.88505747 0.8908046  0.81976744],0.771626297577855,0.764705882352941,0.822959889349931,0.870212765957447,0.942396313364055,0.859447004608295,0.792452830188679,0.834437086092715,0.768667818408676,0.784810126582278,0.873239436619718,0.766551691098975,0.837357052096569,0.90646492434663,0.822495327263718
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54,10, low_bits_4, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.74       0.72333333 0.75333333 0.75666667 0.75503356],0.683371298405467,0.630979498861048,0.715909090909091,0.759330759330759,0.787716955941255,0.750333778371162,0.707368421052632,0.827586206896552,0.693454120397429,0.673387096774194,0.707627118644068,0.624749519913167,0.732673267326733,0.778619528619529,0.715909090909091
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svd,26,37,63, zones, low_bits_4_shifted_2, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.975      0.94166667 0.84166667 0.9        0.89830508],0.467336683417086,0.537688442211055,0.798192771084337,0.994974874371859,0.993311036789298,0.994983277591973,0.547008547008547,0.680851063829787,0.478520770010132,0.61344537815126,0.688679245283019,0.527135321566241,0.811973807296539,0.869739478957916,0.798048813925638
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40,12, low_bits_6, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.99175824 0.98626374 0.99175824 0.98351648 0.98901099],0.489208633093525,0.507194244604317,0.882154882154882,0.99945085118067,1,0.999450549450549,0.567073170731707,0.699248120300752,0.497899922219342,0.578461538461539,0.648275862068966,0.500829660357791,0.886822958771221,0.923400673400673,0.882154882154882
svm_model_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32,12, low_bits_6, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [1.         0.99162011 0.99719101 0.99719101 1.        ],0.679054054054054,0.682432432432432,0.920454545454545,1,1,1,0.686468646864687,0.742857142857143,0.682326007326007,0.709876543209876,0.737179487179487,0.679304029304029,0.921609290750726,0.935185185185185,0.920454545454545
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,1524,508,508,0.6,0.2,0.2, [0.74836601 0.75816993 0.75657895 0.73684211 0.76315789],0.553990610328639,0.60093896713615,0.823232323232323,0.960264900662252,0.951443569553806,0.960629921259842,0.59051724137931,0.634259259259259,0.552843915343915,0.63519313304721,0.704761904761905,0.602380952380952,0.827868852459016,0.85016835016835,0.823232323232323
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63,4, low_bits_6, svdn,606,202,202,0.6,0.2,0.2, [0.72131148 0.68852459 0.69672131 0.74166667 0.675     ],0.574257425742574,0.559405940594059,0.81980198019802,0.988543371522095,0.996699669966997,0.988448844884488,0.641666666666667,0.733333333333333,0.567697594501718,0.614718614718615,0.676190476190476,0.554590083456063,0.831792975970425,0.87719298245614,0.818878181368915
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40,12, low_bits_4, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.99435028 1.         1.         1.         1.        ],0.718032786885246,0.721311475409836,0.928030303030303,1,1,1,0.751445086705202,0.8125,0.713146551724138,0.735202492211838,0.813793103448276,0.725646551724138,0.929716399506782,0.952020202020202,0.928030303030303
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66,4, low_bits_4, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.6440678  0.63559322 0.6440678  0.61016949 0.66949153],0.602040816326531,0.602040816326531,0.841140529531568,1,1,1,0.666666666666667,0.757281553398058,0.593694540139889,0.625,0.747126436781609,0.616682484445851,0.848837209302326,0.903092783505155,0.841888444066461
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svd,4,48,52, zones, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.76973684 0.73684211 0.77960526 0.73355263 0.71710526],0.539719626168224,0.565420560747664,0.781986531986532,0.909335124244459,0.89078947368421,0.911184210526316,0.57451403887689,0.599099099099099,0.537413627219452,0.577272727272727,0.616504854368932,0.567261436193475,0.783444816053512,0.788720538720539,0.781986531986532
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63,4, low_bits_5, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.57377049 0.6557377  0.59836066 0.60655738 0.55737705],0.517241379310345,0.54679802955665,0.812992125984252,1,1,1,0.558558558558559,0.59047619047619,0.514625850340136,0.585585585585586,0.631067961165049,0.545533980582524,0.819734345351044,0.842105263157895,0.812702730982526
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58,8, low_bits_5, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.86111111 0.86904762 0.87301587 0.87301587 0.876     ],0.594272076372315,0.620525059665871,0.807729007633588,0.939044481054366,0.906200317965024,0.941176470588235,0.651639344262295,0.73953488372093,0.590355677154583,0.666666666666667,0.798994974874372,0.62904294198264,0.815052776502983,0.851390220517737,0.807936325833417
ensemble_model_N26_B37_E63_nb_zones_4_lab_svd,26,37,63,4, lab, svd,636,212,212,0.6,0.2,0.2, [0.984375  0.9921875 0.984375  1.        1.       ],0.811320754716981,0.806603773584905,0.923584905660377,1,1,1,0.831932773109244,0.868421052631579,0.806659505907626,0.812785388127854,0.917525773195876,0.815284625728373,0.925892040256175,0.956521739130435,0.923646933595349
ensemble_model_v2_N8_B46_E54_nb_zones_8_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,1116,372,372,0.6,0.2,0.2, [0.80357143 0.83482143 0.84821429 0.82432432 0.77027027],0.594086021505376,0.588709677419355,0.811827956989247,0.957952468007313,0.939068100358423,0.958781362007168,0.613810741687979,0.670391061452514,0.59685356181434,0.638297872340426,0.695876288659794,0.583893200509672,0.816561844863732,0.836734693877551,0.81180114672349
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.80065359 0.79738562 0.75816993 0.79276316 0.77631579],0.842352941176471,0.811764705882353,0.852272727272727,0.868556701030928,0.883355176933159,0.866317169069463,0.858947368421052,0.914798206278027,0.838587221950895,0.818181818181818,0.891089108910891,0.815499711406118,0.857721929468991,0.890572390572391,0.852272727272727
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63,6, low_bits_3, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.80232558 0.84883721 0.82941176 0.83529412 0.85882353],0.823943661971831,0.813380281690141,0.878340365682138,0.919354838709678,0.934426229508197,0.918032786885246,0.825174825174825,0.776315789473684,0.827551834130781,0.801498127340824,0.76978417266187,0.812478293227487,0.878254750175933,0.86908077994429,0.87843243542669
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66,6, low_bits_3, svd,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.79891304 0.84782609 0.85869565 0.86813187 0.87912088],0.760655737704918,0.740983606557377,0.846657929226736,0.913135593220339,0.941048034934498,0.910480349344978,0.790830945558739,0.884615384615385,0.757743933918431,0.744336569579288,0.851851851851852,0.75239651416122,0.853932584269663,0.913217623497997,0.84785720299739
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,1542,514,514,0.6,0.2,0.2, [0.72580645 0.73701299 0.70779221 0.70779221 0.73376623],0.575539568345324,0.575539568345324,0.786195286195286,0.900900900900901,0.907911802853437,0.900129701686122,0.583529411764706,0.593301435406699,0.575496871549503,0.573493975903615,0.572115384615385,0.575531376518219,0.787802840434419,0.793771043771044,0.786195286195286
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,930,310,310,0.6,0.2,0.2, [0.84408602 0.78494624 0.83333333 0.8655914  0.80645161],0.716129032258065,0.712903225806452,0.846451612903226,0.934337997847147,0.933333333333333,0.934408602150538,0.730061349693252,0.782894736842105,0.71739673550966,0.715654952076677,0.746666666666667,0.713958333333333,0.848214285714286,0.867014341590613,0.846661704639495
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svd,8,46,54, zones, lab, svd,1488,496,496,0.6,0.2,0.2, [0.94630872 0.94966443 0.94295302 0.94966443 0.94256757],0.808558558558559,0.808558558558559,0.916666666666667,0.981029810298103,0.973118279569892,0.981182795698925,0.82897384305835,0.911504424778761,0.806669643582041,0.824742268041237,0.91743119266055,0.8104855078347,0.919446704637917,0.951178451178451,0.916666666666666
ensemble_model_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32,12, lab, svdne,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [1. 1. 1. 1. 1.],0.581325301204819,0.581325301204819,0.882996632996633,1,1,1,0.610644257703081,0.664634146341463,0.582317073170732,0.589970501474926,0.595238095238095,0.581155632984901,0.884551495016611,0.896464646464647,0.882996632996633
ensemble_model_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40,12, lab, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.98907104 0.99175824 0.98901099 0.98076923 0.97802198],0.635379061371841,0.646209386281588,0.914983164983165,0.99835255354201,0.997804610318332,0.998353457738749,0.681388012618297,0.75,0.630639097744361,0.664383561643836,0.729323308270677,0.649383876357561,0.916872427983539,0.937710437710438,0.914983164983165
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdn,26,37,63,4, low_bits_4_shifted_2, svdn,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.52898551 0.56617647 0.51470588 0.58088235 0.53676471],0.537444933920705,0.475770925110132,0.641725352112676,0.726457399103139,0.712609970674487,0.731671554252199,0.553191489361702,0.541666666666667,0.537188473520249,0.45662100456621,0.43859649122807,0.475935413755628,0.637577916295637,0.622608695652174,0.641963884367976
svm_model_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63,6, low_bits_2, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.81443299 0.765625   0.83854167 0.83333333 0.8125    ],0.825,0.834375,0.81960049937578,0.823529411764706,0.873180873180873,0.812889812889813,0.82051282051282,0.853333333333333,0.826666666666667,0.837920489296636,0.81547619047619,0.835369674185464,0.82579867389994,0.857321652065081,0.819694449942877
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.64285714 0.63492063 0.67460317 0.66935484 0.56451613],0.528846153846154,0.528846153846154,0.81190019193858,1,1,1,0.558558558558559,0.673913043478261,0.543853073463268,0.566371681415929,0.673684210526316,0.540381928272007,0.817504655493482,0.878,0.814461254612546
ensemble_model_N16_B42_E58_nb_zones_8_lab_svd,16,42,58,8, lab, svd,1176,392,392,0.6,0.2,0.2, [0.98305085 0.98728814 0.98305085 0.97863248 0.98717949],0.716836734693877,0.711734693877551,0.885204081632653,0.999150382327952,1,0.999149659863945,0.786127167630058,0.990291262135922,0.702134878379789,0.769857433808554,0.979274611398964,0.715767958965813,0.897119341563786,0.993920972644377,0.884421945726094
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58,8, low_bits_6, svd,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.87903226 0.85887097 0.87804878 0.8699187  0.91869919],0.608272506082725,0.62287104622871,0.844844357976654,0.997562956945573,0.995137763371151,0.997568881685575,0.666666666666667,0.774038461538462,0.606231053429329,0.669509594882729,0.773399014778325,0.624680276619932,0.853870819972515,0.906614785992218,0.844844357976654
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66,6, low_bits_2, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.88461538 0.92857143 0.87777778 0.88333333 0.89444444],0.767441860465116,0.777408637873754,0.865205843293493,0.926829268292683,0.924778761061947,0.926991150442478,0.782608695652174,0.875,0.771894904458599,0.810198300283286,0.871951219512195,0.768092398077265,0.871274571972099,0.903947368421053,0.864842316918301
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svd,26,37,63, zones, lab, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.94915254 0.95762712 0.97413793 0.96551724 0.94827586],0.814432989690721,0.72680412371134,0.90843621399177,1,1,1,0.846153846153846,0.970588235294117,0.805946291560102,0.766519823788546,0.90625,0.728635204081633,0.914832535885168,0.975510204081633,0.907879583368617
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.575      0.575      0.6        0.6        0.54237288],0.542713567839196,0.542713567839196,0.811244979919679,0.99,0.993311036789298,0.989966555183946,0.564593301435407,0.531531531531532,0.544174856674857,0.508108108108108,0.516483516483517,0.540649165649166,0.810865191146881,0.80439121756487,0.811286517873344
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40,12, low_bits_5, svdn,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.98055556 0.98882682 0.97206704 0.99162011 0.98044693],0.554794520547945,0.558219178082192,0.890572390572391,0.999441652707984,0.998883928571429,0.999441964285714,0.566666666666667,0.562913907284768,0.554506599032455,0.534296028880867,0.524822695035461,0.557113334272697,0.890202702702703,0.887205387205387,0.890572390572391
ensemble_model_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52,10, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.54195804 0.54195804 0.50699301 0.58041958],0.530655391120507,0.556025369978858,0.816077441077441,0.996505939902166,0.997202797202797,0.996503496503496,0.533613445378151,0.538135593220339,0.530671172137596,0.566115702479339,0.578059071729958,0.555978688407352,0.817231283981598,0.822390572390572,0.816077441077441
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svd,16,42,58,8, low_bits_4_shifted_2, svd,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.83636364 0.86363636 0.85779817 0.81651376 0.84862385],0.645604395604396,0.659340659340659,0.82821075740944,0.943074003795066,0.908592321755028,0.945155393053016,0.634560906515581,0.625698324022346,0.645281594443606,0.653631284916201,0.629032258064516,0.660021747009786,0.822662889518413,0.796052631578947,0.828246096009254
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.54545455 0.5        0.53846154 0.53076923 0.45384615],0.580645161290323,0.6036866359447,0.828729281767956,0.986175115207373,0.984662576687116,0.986196319018405,0.591928251121076,0.594594594594595,0.580316165221826,0.594339622641509,0.588785046728972,0.603483432455395,0.828729281767956,0.827205882352941,0.828732092467983
svm_model_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58,8, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.79166667 0.83333333 0.77731092 0.84453782 0.78991597],0.771356783919598,0.804020100502513,0.801507537688442,0.820634920634921,0.865996649916248,0.8107202680067,0.778588807785888,0.829015544041451,0.773044357386579,0.819444444444444,0.855072463768116,0.801881781622278,0.812173086067523,0.856569709127382,0.801396637041032
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58,8, low_bits_4, svdn,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.46311475 0.50409836 0.47540984 0.48347107 0.49586777],0.488888888888889,0.54320987654321,0.806515301085883,1,1,1,0.462337662337662,0.436274509803922,0.489281533508926,0.519480519480519,0.520833333333333,0.542106807511737,0.802618328298086,0.793824701195219,0.806403544335379
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,1494,498,498,0.6,0.2,0.2, [0.69666667 0.73       0.72483221 0.73825503 0.71812081],0.680272108843537,0.727891156462585,0.796717171717172,0.848567530695771,0.832663989290495,0.85140562248996,0.712830957230143,0.770925110132159,0.677518629832434,0.739130434782609,0.794392523364486,0.729795380624974,0.800165494414564,0.813973063973064,0.796717171717172
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54,10, low_bits_5, svd,1572,524,524,0.6,0.2,0.2, [0.7721519  0.76433121 0.73566879 0.77388535 0.74522293],0.559701492537313,0.592039800995025,0.755050505050505,0.845016077170418,0.83587786259542,0.846692111959288,0.61437908496732,0.694581280788177,0.558345916775998,0.64957264957265,0.763819095477387,0.593732207837216,0.765511684125705,0.7996632996633,0.755050505050505
svm_model_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63,4, lab, svdn,504,168,168,0.6,0.2,0.2, [0.81372549 0.89215686 0.83       0.92       0.85      ],0.517857142857143,0.595238095238095,0.789285714285714,0.946564885496183,0.984126984126984,0.944444444444444,0.636771300448431,0.865853658536585,0.525950085082246,0.699115044247787,0.887640449438202,0.576731617124164,0.81808838643371,0.940898345153664,0.788194975934146
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdn,26,37,63,4, low_bits_4_shifted_2, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.57894737 0.6754386  0.56140351 0.69298246 0.58928571],0.571428571428571,0.560846560846561,0.817124735729387,0.984182776801406,0.985915492957746,0.984154929577465,0.575916230366492,0.544554455445545,0.573413591359136,0.541436464088398,0.521276595744681,0.56063829787234,0.81615302869288,0.801670146137787,0.817323295766966
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63,6, low_bits_2, svdne,766,255,255,0.600313479623824,0.199843260188088,0.199843260188088, [0.94805195 0.9025974  0.91558442 0.84868421 0.86842105],0.792156862745098,0.733333333333333,0.86833855799373,0.941614906832298,0.989556135770235,0.93864229765013,0.793774319066148,0.85,0.79537037037037,0.736434108527132,0.7421875,0.733298474409449,0.872727272727273,0.91283676703645,0.868821484293419
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54,10, low_bits_2, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.49333333 0.49328859 0.5        0.52348993 0.47651007],0.504524886877828,0.5,0.513468013468014,0.530799475753604,0.542895442359249,0.520107238605898,0.520787746170678,0.55868544600939,0.506416958812555,0.546201232032854,0.580786026200873,0.496965783053488,0.531983805668016,0.553030303030303,0.513468013468014
svm_model_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63,4, low_bits_6, svdne,678,226,226,0.6,0.2,0.2, [0.91176471 0.97058824 0.94117647 0.94117647 0.97014925],0.632743362831858,0.632743362831858,0.851327433628319,0.997041420118343,0.994100294985251,0.997050147492625,0.649789029535865,0.719626168224299,0.637124008481897,0.695970695970696,0.785123966942149,0.621133412042503,0.858347386172007,0.897707231040564,0.851162674134847
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52,10, low_bits_3, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.47115385 0.50961538 0.48397436 0.45483871 0.52258065],0.480487804878049,0.502439024390244,0.562289562289562,0.572409059711736,0.53598971722365,0.599614395886889,0.435013262599469,0.392344497607655,0.482241900545121,0.46875,0.447761194029851,0.501392558737413,0.531109107303877,0.495791245791246,0.562289562289562
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdne,32,0,32,12, low_bits_4_shifted_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [1.         0.99435028 1.         1.         1.        ],0.655629139072848,0.59271523178808,0.904461279461279,1,1,1,0.682926829268293,0.741721854304636,0.655629139072848,0.621538461538462,0.66887417218543,0.59271523178808,0.90639175257732,0.925084175084175,0.90446127946128
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.88202247 0.80337079 0.79213483 0.77840909 0.82386364],0.793220338983051,0.816949152542373,0.882791327913279,0.934090909090909,0.927765237020316,0.934537246049661,0.785964912280702,0.751677852348993,0.793647145352579,0.817567567567567,0.852112676056338,0.818213200773267,0.881587953456537,0.877384196185286,0.882762178955177
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svd,8,46,54,10, low_bits_4_shifted_2, svd,1494,498,498,0.6,0.2,0.2, [0.82333333 0.84       0.78187919 0.82214765 0.82550336],0.587301587301587,0.55328798185941,0.777777777777778,0.895585143658024,0.855421686746988,0.900267737617135,0.609442060085837,0.628318584070796,0.586252315291212,0.570806100217865,0.609302325581395,0.554651162790698,0.775510204081633,0.767676767676768,0.777777777777778
svm_model_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63,4, low_bits_5, svdne,694,231,231,0.600346020761246,0.199826989619377,0.199826989619377, [0.90714286 0.92857143 0.89130435 0.92028986 0.94202899],0.58008658008658,0.567099567099567,0.826124567474048,0.994252873563218,0.997118155619596,0.994236311239193,0.633962264150943,0.756756756756757,0.586711711711712,0.626865671641791,0.736842105263158,0.56927575348628,0.836452400325468,0.898601398601399,0.826869192451384
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.82777778 0.81111111 0.88333333 0.88202247 0.85393258],0.828859060402685,0.802013422818792,0.878686327077748,0.918857142857143,0.897321428571429,0.920758928571429,0.832786885245902,0.881944444444444,0.830582611832612,0.81733746130031,0.874172185430464,0.801031670946524,0.879574184963407,0.889636608344549,0.878730186682288
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32,12, low_bits_5, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.99447514 0.99723757 0.98888889 1.         1.        ],0.601398601398601,0.632867132867133,0.907828282828283,1,1,1,0.634615384615384,0.727941176470588,0.607303921568628,0.664536741214058,0.693333333333333,0.629754901960784,0.909839440098806,0.93013468013468,0.907828282828283
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66,4, low_bits_4, svdne,690,230,230,0.6,0.2,0.2, [0.89130435 0.86231884 0.89130435 0.85507246 0.89130435],0.608695652173913,0.534782608695652,0.812173913043478,0.972262773722628,0.965217391304348,0.972463768115942,0.671532846715328,0.760330578512397,0.600348775494731,0.602230483271375,0.704347826086957,0.534782608695652,0.824104234527687,0.870912220309811,0.811554528432585
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.56837607 0.52136752 0.49145299 0.5042735  0.54741379],0.48586118251928,0.526992287917738,0.798561151079137,0.993127147766323,0.98972602739726,0.993150684931507,0.479166666666667,0.45771144278607,0.48683444479729,0.54679802955665,0.578125,0.527641180203046,0.799385875127943,0.799385875127943,0.798557746645499
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63,6, low_bits_4, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.5297619  0.63690476 0.56547619 0.57738095 0.61445783],0.612903225806452,0.584229390681003,0.601719197707736,0.645299145299145,0.720763723150358,0.60381861575179,0.617021276595745,0.644444444444444,0.613888888888889,0.615894039735099,0.624161073825503,0.581311306143521,0.634210526315789,0.685633001422475,0.601113759008496
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63,4, low_bits_6, svdne,442,147,147,0.600543478260869,0.199728260869565,0.199728260869565, [0.86666667 0.96590909 0.90909091 0.90909091 0.88636364],0.54421768707483,0.625850340136054,0.832880434782608,0.997732426303855,0.995475113122172,0.997737556561086,0.629834254143646,0.76,0.539722222222222,0.666666666666667,0.763888888888889,0.628611111111111,0.843710292249047,0.902173913043478,0.832880434782609
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54,10, low_bits_4, svd,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.77241379 0.74827586 0.79861111 0.74652778 0.70486111],0.716738197424893,0.682403433476395,0.791666666666667,0.852233676975945,0.858725761772853,0.851108033240997,0.716738197424893,0.707627118644068,0.716857037582904,0.675438596491228,0.669565217391304,0.682240235814296,0.791754312158183,0.792087542087542,0.791666666666667
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58,8, low_bits_5, svd,1218,406,406,0.6,0.2,0.2, [0.90163934 0.8647541  0.83196721 0.84836066 0.84710744],0.635467980295566,0.61576354679803,0.837931034482759,0.979149291075897,0.963875205254515,0.979474548440066,0.686440677966102,0.830769230769231,0.642872767043383,0.681632653061224,0.822660098522167,0.61576354679803,0.847755668671911,0.909632571996028,0.838491750318639
ensemble_model_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63,4, lab, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.84920635 0.9047619  0.88888889 0.91129032 0.86290323],0.456730769230769,0.567307692307692,0.798464491362764,0.988941548183254,1,0.988817891373802,0.583025830258303,0.951807228915663,0.539903614457831,0.695945945945946,0.936363636363636,0.544712430426716,0.825,0.978260869565217,0.8034961064244
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_3_svdne,40,0,40, zones, low_bits_3, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.98044693 0.98882682 0.98324022 0.98595506 0.99157303],0.908474576271186,0.894915254237288,0.973905723905724,0.997757847533632,0.996640537513998,0.997760358342665,0.91640866873065,0.986666666666667,0.907126436781609,0.900958466453674,0.972413793103448,0.896206896551724,0.974380165289256,0.992424242424242,0.973905723905724
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.8655914  0.88586957 0.82608696 0.85326087 0.83152174],0.804560260586319,0.814332247557003,0.870442708333333,0.91220556745182,0.924078091106291,0.911062906724512,0.8125,0.833333333333333,0.804083885209713,0.823529411764706,0.847133757961784,0.813566878980892,0.873811033608117,0.890180878552972,0.870287289670186
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63,4, low_bits_5, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.97321429 0.95535714 0.90909091 0.93636364 0.95454545],0.625,0.630434782608696,0.850325379609544,0.998191681735986,0.996389891696751,0.998194945848375,0.649746192893401,0.719101123595506,0.627971614429332,0.663366336633663,0.697916666666667,0.627367424242424,0.855042016806723,0.880952380952381,0.850258799171843
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdn,26,37,63, zones, low_bits_4_shifted_2, svdn,654,218,218,0.6,0.2,0.2, [0.59090909 0.64393939 0.6        0.62307692 0.63076923],0.504587155963303,0.536697247706422,0.8,0.986259541984733,0.987767584097859,0.986238532110092,0.546218487394958,0.637254901960784,0.512592968221771,0.566523605150215,0.584070796460177,0.534892541087231,0.80639431616341,0.837638376383764,0.80020604950575
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54,10, low_bits_3, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.48355263 0.51973684 0.49671053 0.55921053 0.49013158],0.467289719626168,0.551401869158878,0.574074074074074,0.635467980295566,0.678947368421053,0.610526315789474,0.518987341772152,0.566820276497696,0.465874593225151,0.575221238938053,0.616113744075829,0.55229650337432,0.603137254901961,0.647306397306397,0.574074074074074
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54,10, low_bits_6, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.72260274 0.75342466 0.75342466 0.76206897 0.77241379],0.678260869565217,0.626086956521739,0.752104377104377,0.812019566736548,0.798076923076923,0.815247252747253,0.725925925925926,0.871111111111111,0.682364066193853,0.698245614035088,0.846808510638298,0.621182033096927,0.768201495474223,0.821548821548821,0.752104377104377
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66,4, low_bits_4, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.85454545 0.84545455 0.88181818 0.79090909 0.88181818],0.644808743169399,0.584699453551913,0.839519650655022,0.989090909090909,0.989090909090909,0.989090909090909,0.656084656084656,0.729411764705882,0.650420168067227,0.631067961165049,0.691489361702128,0.581699737030839,0.844444444444444,0.878854625550661,0.839860213208231
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.94736842 0.92105263 0.86842105 0.92982456 0.91964286],0.624338624338624,0.624338624338624,0.849894291754757,1,1,1,0.669767441860465,0.765957446808511,0.62508398656215,0.675799086757991,0.762886597938144,0.620573733751681,0.858283433133733,0.905263157894737,0.849659179796625
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svd,16,42,58, zones, lab, svd,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.96899225 0.97674419 0.94573643 0.96875    0.98828125],0.719626168224299,0.747663551401869,0.886554621848739,0.988235294117647,0.979782270606532,0.988335925349922,0.762845849802372,0.877272727272727,0.715078671328671,0.774058577405858,0.880952380952381,0.750109217999126,0.892430278884462,0.939422180801491,0.886455711541999
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58,8, low_bits_6, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.87096774 0.89919355 0.88306452 0.89516129 0.82926829],0.618932038834951,0.567961165048544,0.807953443258972,0.949958982772765,0.935379644588045,0.950726978998384,0.682828282828283,0.836633663366337,0.623078736445073,0.65234375,0.810679611650485,0.567961165048544,0.822102425876011,0.890944498539435,0.808274181636867
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58,8, low_bits_3, svdne,1230,410,410,0.6,0.2,0.2, [0.83739837 0.84552846 0.83739837 0.85772358 0.81707317],0.802439024390244,0.760975609756098,0.851707317073171,0.898785425101215,0.902439024390244,0.898373983739837,0.793893129770992,0.808290155440414,0.802762589240944,0.766666666666667,0.777777777777778,0.760810071154899,0.8515625,0.859113300492611,0.851778872468528
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52,10, low_bits_6, svdn,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.46774194 0.47419355 0.46129032 0.51298701 0.47402597],0.52289156626506,0.501204819277108,0.543771043771044,0.526829268292683,0.489003880983182,0.560802069857697,0.489690721649485,0.461165048543689,0.522448552979979,0.465116279069768,0.430622009569378,0.50171877177498,0.509502262443439,0.473905723905724,0.543771043771044
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svd,16,42,58,8, low_bits_4_shifted_2, svd,1164,388,388,0.6,0.2,0.2, [0.85042735 0.91880342 0.92672414 0.85775862 0.89655172],0.587628865979381,0.631443298969072,0.830927835051546,0.978317432784042,0.969072164948454,0.97852233676976,0.601990049751244,0.630208333333333,0.588063350340136,0.655421686746988,0.727272727272727,0.634780642243329,0.833502538071066,0.854318418314256,0.831142865949774
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdn,4,48,52,10, low_bits_4_shifted_2, svdn,1488,496,496,0.6,0.2,0.2, [0.5        0.52684564 0.51677852 0.53020134 0.51013514],0.527027027027027,0.47972972972973,0.57449494949495,0.636479591836735,0.670698924731183,0.616935483870968,0.53125,0.536036036036036,0.527027027027027,0.485523385300668,0.490990990990991,0.47972972972973,0.589858012170385,0.611952861952862,0.574494949494949
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1026,342,342,0.6,0.2,0.2, [0.81553398 0.84466019 0.84951456 0.81862745 0.87745098],0.730994152046784,0.742690058479532,0.828654970760234,0.887562189054726,0.869395711500975,0.889863547758285,0.701298701298701,0.646706586826347,0.729067579127459,0.723270440251572,0.688622754491018,0.741454234388366,0.820355610055181,0.789846517119244,0.828295216844674
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svdn,26,37,63, zones, lab, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.77419355 0.81451613 0.78688525 0.85245902 0.82786885],0.612745098039216,0.593137254901961,0.827788649706458,0.977635782747604,0.996742671009772,0.977198697068404,0.635944700460829,0.627272727272727,0.611508704061896,0.637554585152838,0.657657657657658,0.586893344957861,0.835820895522388,0.848484848484848,0.82707643233959
svm_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdne,26,37,63,4, low_bits_4_shifted_2, svdne,564,188,188,0.6,0.2,0.2, [0.93859649 0.89473684 0.91964286 0.92857143 0.94642857],0.585106382978723,0.590425531914894,0.820212765957447,0.975,0.968085106382979,0.975177304964539,0.59375,0.721518987341772,0.603878759725932,0.657777777777778,0.770833333333333,0.586503623188406,0.827021494370522,0.884026258205689,0.821930313367855
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.88970588 0.88970588 0.86764706 0.86567164 0.8358209 ],0.537777777777778,0.577777777777778,0.802841918294849,0.966226138032305,0.973372781065089,0.965976331360947,0.648648648648649,0.82051282051282,0.525997150997151,0.657039711191336,0.798245614035088,0.57479848269322,0.822966507177033,0.906854130052724,0.801721499496739
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70,4, low_bits_3, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.91044776 0.90151515 0.90151515 0.95454545 0.90909091],0.8,0.763636363636364,0.876588021778584,0.94047619047619,0.954682779456193,0.939577039274924,0.821138211382114,0.870689655172414,0.79592175066313,0.769911504424779,0.828571428571429,0.766459627329193,0.881118881118881,0.91304347826087,0.876521739130435
svm_model_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54,10, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.6013986  0.66433566 0.6958042  0.6993007  0.6993007 ],0.45877378435518,0.460887949260042,0.672558922558923,0.822355289421158,0.864335664335664,0.813286713286713,0.564625850340136,0.661354581673307,0.445542155701518,0.548672566371682,0.698198198198198,0.474597107067227,0.707078313253012,0.79040404040404,0.672558922558923
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,648,216,216,0.6,0.2,0.2, [0.87692308 0.9        0.92307692 0.9        0.90625   ],0.694444444444444,0.62037037037037,0.842592592592593,0.965189873417721,0.941358024691358,0.966049382716049,0.731707317073171,0.769230769230769,0.687645687645688,0.652542372881356,0.777777777777778,0.632478632478632,0.847396768402155,0.874074074074074,0.842592592592593
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52,10, low_bits_5, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.50320513 0.49038462 0.51923077 0.52580645 0.51290323],0.526829268292683,0.453658536585366,0.511784511784512,0.567094515752625,0.624678663239074,0.523136246786632,0.590717299578059,0.689655172413793,0.52840246543395,0.495495495495496,0.531400966183575,0.452892601318388,0.559270516717325,0.619528619528619,0.511784511784512
svm_model_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63,4, lab, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.99107143 0.99107143 1.         0.99090909 1.        ],0.755434782608696,0.744565217391304,0.900216919739696,1,1,1,0.784688995215311,0.863157894736842,0.751803666469545,0.772946859903382,0.898876404494382,0.749438202247191,0.905154639175258,0.952277657266811,0.900216919739696
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63,6, low_bits_6, svd,754,251,251,0.60031847133758,0.19984076433121,0.19984076433121, [0.92105263 0.91447368 0.94       0.93333333 0.9       ],0.581673306772908,0.49402390438247,0.800955414012739,0.976,0.970822281167109,0.976127320954907,0.636678200692042,0.747967479674797,0.584921239837398,0.566552901023891,0.601449275362319,0.482140566884699,0.812312312312312,0.847962382445141,0.80019478345558
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63,6, low_bits_4, svdn,888,296,296,0.6,0.2,0.2, [0.52247191 0.61235955 0.56179775 0.62921348 0.55681818],0.527027027027027,0.570945945945946,0.801351351351351,0.96962879640045,0.970720720720721,0.969594594594594,0.583333333333333,0.640522875816993,0.5230586407057,0.578073089700997,0.644444444444444,0.57688060731539,0.807339449541284,0.841530054644809,0.801781070103153
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66,6, low_bits_3, svdn,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.62765957 0.64361702 0.58602151 0.67741935 0.59677419],0.62379421221865,0.652733118971061,0.633676092544987,0.642487046632124,0.663811563169165,0.630620985010707,0.603389830508475,0.593333333333333,0.622753623188406,0.689655172413793,0.736196319018405,0.648503564914608,0.645522388059702,0.665384615384615,0.633594369547978
ensemble_model_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdne,26,37,63,4, low_bits_4_shifted_2, svdne,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.91346154 0.98076923 0.94230769 0.875      0.91176471],0.616279069767442,0.680232558139535,0.857308584686775,0.996124031007752,0.992277992277992,0.996138996138996,0.629213483146067,0.7,0.621739130434783,0.699453551912568,0.735632183908046,0.679580797836376,0.859749144811859,0.884976525821596,0.857625877589697
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_2_svdne,40,0,40, zones, low_bits_2, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.95027624 0.95856354 0.93888889 0.94166667 0.94444444],0.853146853146853,0.898601398601399,0.957912457912458,0.98417894162575,1,0.983924611973392,0.864516129032258,0.950354609929078,0.854487649792125,0.904918032786885,0.951724137931034,0.897847884568354,0.959150326797385,0.988215488215488,0.957912457912458
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52,10, low_bits_2, svdn,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.5        0.50967742 0.4483871  0.47741935 0.50645161],0.506053268765133,0.518159806295399,0.579124579124579,0.609548724656638,0.601290322580645,0.614838709677419,0.523364485981308,0.535885167464115,0.505687681771273,0.498740554156171,0.485294117647059,0.51776667604841,0.575191163976211,0.56986531986532,0.579124579124579
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63,8, low_bits_3, svd,1266,422,422,0.6,0.2,0.2, [0.84251969 0.81496063 0.81889764 0.85714286 0.80952381],0.800947867298578,0.760663507109005,0.817535545023697,0.849397590361446,0.890995260663507,0.842022116903634,0.797101449275362,0.812807881773399,0.801381109836471,0.774049217002237,0.816037735849057,0.760399820305481,0.824120603015076,0.860687022900763,0.817819970960739
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70,4, low_bits_3, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.91509434 0.9245283  0.94339623 0.88461538 0.92307692],0.84,0.765714285714286,0.886986301369863,0.941634241245136,0.920152091254753,0.942965779467681,0.808219178082192,0.842857142857143,0.840476190476191,0.778378378378378,0.827586206896552,0.766065830721003,0.882840236686391,0.888095238095238,0.88703007518797
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdn,40,0,40, zones, low_bits_4_shifted_2, svdn,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.99189189 0.9972973  0.99456522 0.99184783 0.98641304],0.578947368421053,0.612781954887218,0.909511784511784,1,1,1,0.559055118110236,0.518248175182482,0.58082951394783,0.579591836734694,0.550387596899225,0.610960221807277,0.9082373026035,0.895622895622896,0.909511784511785
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.53278689 0.50409836 0.56198347 0.57024793 0.50413223],0.53960396039604,0.50990099009901,0.801186943620178,0.985197368421052,0.986820428336079,0.985172981878089,0.552884615384615,0.558252427184466,0.539227223693243,0.514705882352941,0.535714285714286,0.510645604395605,0.802941176470588,0.811694747274529,0.801207689530651
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svdn,4,48,52, zones, lab, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.55263158 0.58552632 0.53947368 0.55298013 0.55629139],0.52093023255814,0.511627906976744,0.781986531986532,0.933333333333333,0.941952506596306,0.932717678100264,0.497560975609756,0.476635514018692,0.520725164416753,0.516129032258065,0.518518518518518,0.51159570785739,0.781802864363943,0.781144781144781,0.781986531986532
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52,10, low_bits_4, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.51666667 0.50666667 0.52       0.53020134 0.50671141],0.490909090909091,0.509090909090909,0.520622895622896,0.434008097165992,0.358288770053476,0.532754010695187,0.370786516853933,0.295964125560538,0.493604182595937,0.4,0.331797235023041,0.506705792399413,0.416196822142491,0.341750841750842,0.520622895622896
ensemble_model_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32,12, low_bits_6, svdne,1722,574,574,0.6,0.2,0.2, [0.98843931 1.         0.99709302 0.99709302 1.        ],0.614678899082569,0.565749235474006,0.887205387205387,1,1,1,0.64804469273743,0.720496894409938,0.616272543590511,0.612021857923497,0.674698795180723,0.564057472124523,0.890433360588716,0.916666666666667,0.887205387205387
svm_model_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58,8, low_bits_2, svdne,1284,428,428,0.6,0.2,0.2, [0.78294574 0.78294574 0.76953125 0.80859375 0.828125  ],0.80607476635514,0.838785046728972,0.806542056074766,0.809593023255814,0.867601246105919,0.79595015576324,0.8207343412527,0.871559633027523,0.804827435561381,0.845637583892617,0.895734597156398,0.839572367702623,0.818897637795276,0.873949579831933,0.806478999457594
ensemble_model_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63,4, lab, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [1.         1.         1.         1.         0.99242424],0.759090909090909,0.768181818181818,0.90562613430127,1,1,1,0.751173708920188,0.747663551401869,0.758787527913324,0.798418972332016,0.834710743801653,0.76078971533517,0.907801418439716,0.915921288014311,0.905474456161852
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,1248,416,416,0.6,0.2,0.2, [0.844      0.868      0.884      0.852      0.80241935],0.581730769230769,0.581730769230769,0.815865384615385,0.971334971334971,0.950320512820513,0.971955128205128,0.652,0.772511848341232,0.578938850999884,0.66147859922179,0.779816513761468,0.571726438698916,0.828635346756152,0.879392212725546,0.815061247550699
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svd,8,46,54,10, low_bits_4_shifted_2, svd,1536,512,512,0.6,0.2,0.2, [0.83766234 0.75649351 0.80519481 0.80392157 0.77777778],0.59047619047619,0.623809523809524,0.832070707070707,0.954334877564527,0.938802083333333,0.955078125,0.62280701754386,0.692682926829268,0.592853091321611,0.665254237288136,0.730232558139535,0.621213840045377,0.836408364083641,0.858585858585859,0.832070707070707
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66,6, low_bits_2, svdn,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.57731959 0.57731959 0.61458333 0.59375    0.578125  ],0.616822429906542,0.554517133956386,0.587173100871731,0.572658772874058,0.551867219917012,0.588174273858921,0.588628762541806,0.560509554140127,0.6156206307286,0.562691131498471,0.505494505494506,0.562099770732864,0.573633440514469,0.543239951278928,0.588180485193604
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63,6, low_bits_5, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.85714286 0.88095238 0.83928571 0.89880952 0.87951807],0.559139784946237,0.53405017921147,0.76432664756447,0.909090909090909,0.906921241050119,0.909307875894988,0.663013698630137,0.82312925170068,0.544140383426098,0.624277456647399,0.837209302325581,0.555271317829457,0.787330316742082,0.876258992805755,0.764805673293035
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.82051282 0.82905983 0.81623932 0.77586207 0.82758621],0.811855670103093,0.765463917525773,0.848609680741503,0.889455782312925,0.897084048027444,0.888507718696398,0.818858560794045,0.891891891891892,0.815404074024764,0.795505617977528,0.885,0.761648936170213,0.854743083003952,0.893595041322314,0.848748239346989
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54,10, low_bits_5, svd,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.72981366 0.80745342 0.778125   0.78125    0.7625    ],0.590673575129534,0.55440414507772,0.808080808080808,0.920854271356784,0.913965087281796,0.9214463840399,0.637614678899083,0.716494845360825,0.590018256013746,0.586538461538462,0.635416666666667,0.554821735395189,0.81342062193126,0.836700336700337,0.808080808080808
ensemble_model_v2_N26_B37_E63_nb_zones_4_low_bits_4_shifted_2_svdne,26,37,63, zones, low_bits_4_shifted_2, svdne,582,194,194,0.6,0.2,0.2, [0.94915254 0.90517241 0.92241379 0.9137931  0.92241379],0.690721649484536,0.603092783505155,0.847422680412371,0.980735551663748,0.962199312714777,0.981099656357388,0.732142857142857,0.803921568627451,0.684569479965899,0.63849765258216,0.764044943820225,0.615355805243446,0.853174603174603,0.892116182572614,0.847697435548602
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70,4, low_bits_2, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.9047619  0.85714286 0.92857143 0.88709677 0.87096774],0.798076923076923,0.783653846153846,0.863723608445297,0.918276374442793,0.987220447284345,0.912140575079872,0.815789473684211,0.902912621359223,0.799075358298659,0.784688995215311,0.828282828282828,0.785701047168937,0.872072072072072,0.939805825242718,0.864589819642232
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40,12, low_bits_4, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.99725275 0.99175824 1.         1.         0.99447514],0.701067615658363,0.733096085409253,0.933080808080808,1,1,1,0.718120805369127,0.75886524822695,0.700861195542046,0.734982332155477,0.742857142857143,0.733130699088146,0.933611691022964,0.941077441077441,0.933080808080808
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svd,16,42,58, zones, low_bits_4_shifted_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.88333333 0.90416667 0.88333333 0.9        0.8907563 ],0.616541353383459,0.619047619047619,0.840681362725451,0.989084802686818,0.98330550918197,0.98914858096828,0.665207877461707,0.737864077669903,0.612455354897128,0.656108597285068,0.763157894736842,0.625598086124402,0.847846889952153,0.890452261306533,0.840830526257662
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.87903226 0.90322581 0.94354839 0.92741935 0.90322581],0.805825242718447,0.810679611650485,0.923449612403101,1,1,1,0.791666666666667,0.730769230769231,0.806561085972851,0.802030456852792,0.797979797979798,0.810204852260927,0.921704658077304,0.906432748538012,0.923351249028158
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.90697674 0.88372093 0.89922481 0.90234375 0.9140625 ],0.614485981308411,0.635514018691589,0.848739495798319,0.997661730319564,0.995334370139969,0.997667185069984,0.652631578947368,0.704545454545455,0.611888111888112,0.682926829268293,0.774193548387097,0.63354227182388,0.856,0.891666666666667,0.848375706214689
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66,6, low_bits_4, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.88764045 0.87640449 0.8125     0.82386364 0.875     ],0.625850340136054,0.625850340136054,0.813179347826087,0.935217903415783,0.898190045248869,0.937782805429864,0.676470588235294,0.737179487179487,0.618589743589744,0.682080924855491,0.776315789473684,0.620552260934025,0.820846905537459,0.84,0.812659279778393
svm_model_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58,8, lab, svdn,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.75       0.75663717 0.78761062 0.78318584 0.74336283],0.578249336870027,0.543766578249337,0.778897136797455,0.926621160409556,0.959363957597173,0.924028268551237,0.662420382165605,0.776119402985075,0.564196065128901,0.629310344827586,0.780748663101604,0.545637489445539,0.802088277171334,0.885744234800839,0.777636065898273
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63,8, low_bits_2, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.85964912 0.86725664 0.86725664 0.83185841 0.90265487],0.787798408488064,0.758620689655172,0.830858960763521,0.870402802101576,0.878091872791519,0.869257950530035,0.801980198019802,0.848167539267016,0.786986995439959,0.777506112469438,0.811224489795918,0.756440974179727,0.836828644501279,0.858342077649528,0.830564393594324
ensemble_model_v2_N26_B37_E63_nb_zones_4_lab_svdne,26,37,63, zones, lab, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.98360656 0.98360656 0.99180328 1.         0.99166667],0.777227722772277,0.772277227722772,0.910079051383399,1,1,1,0.786729857819905,0.813725490196078,0.776862745098039,0.805084745762712,0.87962962962963,0.764282899921198,0.913744075829384,0.937743190661478,0.909634647539574
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.76490066 0.75333333 0.70333333 0.75       0.77333333],0.659038901601831,0.693363844393593,0.804292929292929,0.879310344827586,0.882822902796272,0.878828229027963,0.691511387163561,0.742222222222222,0.656488469601677,0.708695652173913,0.768867924528302,0.695545073375262,0.810281517747858,0.835858585858586,0.804292929292929
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63,6, low_bits_6, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.93085106 0.93617021 0.94680851 0.97340426 0.94086022],0.605769230769231,0.580128205128205,0.837387964148527,1,1,1,0.657381615598886,0.797297297297297,0.615112063282795,0.654353562005277,0.779874213836478,0.576211616722161,0.848448687350835,0.916237113402062,0.837889549067443
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66,6, low_bits_3, svdn,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.725      0.63125    0.65822785 0.65822785 0.66455696],0.640151515151515,0.643939393939394,0.795763993948563,0.899378881987578,0.91183879093199,0.897984886649874,0.673539518900344,0.680555555555556,0.636111111111111,0.649253731343284,0.669230769230769,0.644316877152698,0.802052785923754,0.815201192250373,0.795465419473881
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54,10, low_bits_2, svdn,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.47452229 0.47452229 0.48726115 0.49044586 0.43269231],0.495049504950495,0.497524752475248,0.828703703703704,1,1,1,0.49,0.482758620689655,0.49511065362841,0.501228501228501,0.507462686567164,0.497573707815602,0.828631578947369,0.828282828282828,0.828703703703704
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54,10, low_bits_6, svd,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.8        0.82258065 0.81818182 0.78896104 0.77272727],0.591346153846154,0.620192307692308,0.813131313131313,0.921302578018996,0.879533678756477,0.924870466321244,0.618834080717489,0.641860465116279,0.58958694897605,0.625592417061611,0.656716417910448,0.621381464769177,0.810418445772844,0.798821548821549,0.813131313131313
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52,10, low_bits_3, svdn,1536,512,512,0.6,0.2,0.2, [0.47727273 0.51623377 0.49025974 0.4869281  0.47058824],0.483333333333333,0.480952380952381,0.816919191919192,1,1,1,0.456140350877193,0.439613526570048,0.48271756140709,0.475961538461538,0.464788732394366,0.481186636728584,0.814972352190557,0.806397306397306,0.816919191919192
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70,4, low_bits_2, svd,558,186,186,0.6,0.2,0.2, [0.875      0.9375     0.875      0.91071429 0.90909091],0.82258064516129,0.844086021505376,0.903225806451613,0.95017793594306,0.956989247311828,0.949820788530466,0.811428571428571,0.825581395348837,0.822790697674419,0.848167539267016,0.861702127659574,0.843894542090657,0.90301724137931,0.912854030501089,0.903348458987275
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,888,296,296,0.6,0.2,0.2, [0.53932584 0.57865169 0.65168539 0.61797753 0.57954545],0.601351351351351,0.567567567567568,0.799324324324324,0.942760942760943,0.945945945945946,0.942567567567568,0.644578313253012,0.677215189873418,0.595853971748303,0.58974358974359,0.63013698630137,0.568401826484018,0.806514657980456,0.827540106951872,0.79901595511528
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svdn,40,0,40, zones, low_bits_6, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.99162011 0.99162011 0.98882682 0.98033708 1.        ],0.586440677966102,0.650847457627119,0.90530303030303,1,1,1,0.61875,0.647058823529412,0.584092792046396,0.664495114006515,0.71830985915493,0.653272576636288,0.906755076668048,0.920875420875421,0.90530303030303
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdn,4,48,52,10, low_bits_4_shifted_2, svdn,1440,480,480,0.6,0.2,0.2, [0.48958333 0.5        0.53472222 0.44791667 0.45833333],0.450854700854701,0.459401709401709,0.78493265993266,0.999305072967338,0.998611111111111,0.999305555555556,0.449678800856531,0.460526315789474,0.45109649122807,0.44880174291939,0.429166666666667,0.460197368421053,0.783932346723044,0.78030303030303,0.78493265993266
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70,4, low_bits_3, svdn,582,194,194,0.6,0.2,0.2, [0.71186441 0.68103448 0.72413793 0.68103448 0.69827586],0.711340206185567,0.706185567010309,0.719587628865979,0.734557595993322,0.756013745704467,0.72680412371134,0.72,0.742268041237113,0.711340206185567,0.701570680628272,0.683673469387755,0.706420068027211,0.725252525252525,0.738683127572017,0.719548175356256
ensemble_model_v2_N32_B0_E32_nb_zones_12_lab_svdne,32,0,32, zones, lab, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [1. 1. 1. 1. 1.],0.653846153846154,0.692307692307692,0.921296296296296,1,1,1,0.64,0.586666666666667,0.657303921568628,0.65625,0.617647058823529,0.688823529411765,0.919914346895075,0.904040404040404,0.921296296296296
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54,10, low_bits_3, svdn,1458,486,486,0.6,0.2,0.2, [0.49657534 0.47260274 0.52054795 0.55136986 0.48965517],0.457516339869281,0.555555555555556,0.809343434343434,1,1,1,0.432801822323462,0.424107142857143,0.456734422492401,0.564102564102564,0.561702127659575,0.555404635258359,0.80845665961945,0.804713804713805,0.809343434343434
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svd,26,37,63,6, low_bits_4_shifted_2, svd,948,316,316,0.6,0.2,0.2, [0.93157895 0.92631579 0.94736842 0.93157895 0.94680851],0.572784810126582,0.594936708860759,0.831645569620253,0.996832101372756,0.9957805907173,0.996835443037975,0.659949622166247,0.823899371069182,0.5711853543244,0.654054054054054,0.770700636942675,0.596042142370709,0.844807467911319,0.916455696202532,0.831645569620253
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63,6, low_bits_5, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.85106383 0.88829787 0.86702128 0.86170213 0.85638298],0.584664536741214,0.651757188498403,0.847381864623244,1,1,1,0.642857142857143,0.774834437086093,0.59112092224675,0.710875331564987,0.858974358974359,0.652417115792912,0.857822724568709,0.927927927927928,0.847994382214914
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58,8, low_bits_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.875      0.83333333 0.85       0.83193277 0.84453782],0.761306532663317,0.763819095477387,0.82781124497992,0.871452420701169,0.872909698996656,0.87123745819398,0.792122538293217,0.914141414141414,0.762070707070707,0.810483870967742,0.922018348623853,0.747120285423038,0.840539284053928,0.891518737672584,0.826638714439564
svm_model_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52,10, lab, svdne,1494,498,498,0.6,0.2,0.2, [0.9        0.92666667 0.90939597 0.89261745 0.90939597],0.732426303854875,0.761904761904762,0.854377104377104,0.915811088295688,0.895582329317269,0.917670682730924,0.770428015564202,0.895927601809955,0.732054709995886,0.793713163064833,0.918181818181818,0.762258329905389,0.860708534621578,0.89983164983165,0.854377104377104
svm_model_N26_B37_E63_nb_zones_6_lab_svd,26,37,63,6, lab, svd,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.98255814 0.98837209 1.         1.         1.        ],0.753521126760563,0.764084507042254,0.90365682137834,1,1,1,0.769736842105263,0.893129770992366,0.763558349548471,0.796352583586626,0.903448275862069,0.761076655916646,0.907868190988568,0.960170697012802,0.904285626670518
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63,8, low_bits_3, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.82627119 0.79661017 0.76694915 0.76694915 0.79487179],0.86734693877551,0.839285714285714,0.860346585117227,0.86783042394015,0.886247877758913,0.865025466893039,0.876190476190476,0.901960784313726,0.865874009178139,0.835509138381201,0.860215053763441,0.840301701639002,0.863409770687936,0.884576098059244,0.860395882193406
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,636,212,212,0.6,0.2,0.2, [0.8671875  0.8828125  0.828125   0.88888889 0.92857143],0.806603773584905,0.816037735849057,0.890566037735849,0.944272445820434,0.959119496855346,0.943396226415094,0.803827751196172,0.823529411764706,0.807219251336898,0.820276497695852,0.839622641509434,0.816037735849057,0.891791044776119,0.908745247148289,0.890702211589126
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66,6, low_bits_2, svdn,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.6043956  0.58241758 0.53296703 0.63736264 0.56111111],0.612582781456954,0.619205298013245,0.830687830687831,0.973799126637554,0.982378854625551,0.973568281938326,0.608695652173913,0.583333333333333,0.613584474885845,0.617940199335548,0.628378378378378,0.619383994383994,0.831134564643799,0.831134564643799,0.830686645717125
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58,8, low_bits_4, svdne,1302,434,434,0.6,0.2,0.2, [0.75954198 0.82307692 0.76538462 0.74615385 0.76923077],0.631336405529954,0.672811059907834,0.756221198156682,0.829962546816479,0.85099846390169,0.825652841781874,0.62962962962963,0.641509433962264,0.631565527791943,0.68859649122807,0.691629955947137,0.671901934495307,0.762033288349078,0.777064220183486,0.756124702684336
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,840,280,280,0.6,0.2,0.2, [0.95238095 0.91071429 0.9047619  0.92261905 0.9047619 ],0.546428571428571,0.6,0.829285714285714,1,1,1,0.646239554317549,0.753246753246753,0.523448773448773,0.662650602409639,0.797101449275362,0.602776076750357,0.843892880470281,0.907303370786517,0.827924941207212
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52,10, low_bits_5, svdn,1506,502,502,0.6,0.2,0.2, [0.46688742 0.48013245 0.48013245 0.48666667 0.46666667],0.482758620689655,0.524137931034483,0.818181818181818,1,1,1,0.470588235294118,0.480769230769231,0.482675364283294,0.538975501113586,0.533039647577092,0.523731362250085,0.818487394957983,0.81986531986532,0.818181818181818
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66,6, low_bits_4, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.83510638 0.85638298 0.85106383 0.84574468 0.92473118],0.701923076923077,0.663461538461538,0.863636363636364,0.984025559105431,0.985074626865672,0.984008528784648,0.693069306930693,0.73943661971831,0.705012427506214,0.695652173913044,0.731707317073171,0.659772577455504,0.86578449905482,0.886451612903226,0.863810304545641
svm_model_N32_B34_E66_nb_zones_4_lab_svd,32,34,66,4, lab, svd,576,192,192,0.6,0.2,0.2, [1.         1.         1.         1.         0.99122807],0.770833333333333,0.729166666666667,0.9,1,1,1,0.811965811965812,0.931372549019608,0.760130718954248,0.783333333333333,0.930693069306931,0.718093787400718,0.908571428571429,0.971486761710794,0.898323338211474
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svdn,40,0,40, zones, lab, svdn,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [1.         0.98876404 0.99157303 1.         1.        ],0.555183946488294,0.561872909698997,0.888468013468014,0.999437253798537,0.998875140607424,0.999437570303712,0.639566395663957,0.781456953642384,0.552890638983354,0.635097493036212,0.77027027027027,0.563943082155003,0.894211576846307,0.942760942760943,0.888468013468013
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52,10, low_bits_6, svdn,1566,522,522,0.6,0.2,0.2, [0.53184713 0.47133758 0.44585987 0.49679487 0.46474359],0.533333333333333,0.491358024691358,0.833754208754209,1,1,1,0.537897310513448,0.53921568627451,0.533289435177056,0.49009900990099,0.492537313432836,0.491366695932104,0.833963850357293,0.835016835016835,0.833754208754209
ensemble_model_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54,10, lab, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.62582781 0.66887417 0.67218543 0.66556291 0.67880795],0.464203233256351,0.51270207852194,0.803030303030303,0.983454665784249,0.984105960264901,0.983443708609271,0.536,0.62037037037037,0.464563065369517,0.590291262135922,0.700460829493087,0.512267451783581,0.814726840855107,0.866161616161616,0.803030303030303
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70,4, low_bits_3, svdn,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.75      0.6953125 0.7265625 0.6640625 0.7421875],0.690140845070423,0.671361502347418,0.810506566604128,0.897196261682243,0.9,0.896875,0.673267326732673,0.739130434782609,0.69601149838304,0.710743801652893,0.747826086956522,0.664729370008873,0.813996316758748,0.838709677419355,0.81082051588964
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52,10, low_bits_2, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.53378378 0.52702703 0.53378378 0.46283784 0.52721088],0.489977728285078,0.498886414253898,0.808922558922559,1,1,1,0.475972540045767,0.481481481481482,0.48966777936735,0.496644295302013,0.476394849785408,0.499771498966778,0.8077900084674,0.803030303030303,0.808922558922559
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63,6, low_bits_4, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.81460674 0.84831461 0.86931818 0.83522727 0.85795455],0.612244897959184,0.63265306122449,0.811141304347826,0.935483870967742,0.918552036199095,0.936651583710407,0.632258064516129,0.671232876712329,0.612643465383191,0.658227848101266,0.742857142857143,0.637662337662338,0.813922356091031,0.835164835164835,0.811399621883493
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_4_shifted_2_svdne,32,0,32, zones, low_bits_4_shifted_2, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [1.         1.         0.99453552 1.         1.        ],0.635036496350365,0.645985401459854,0.917087542087542,1,1,1,0.666666666666667,0.694444444444444,0.631837606837607,0.644688644688645,0.676923076923077,0.647489316239316,0.917950853810912,0.927609427609428,0.917087542087542
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58,8, low_bits_5, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.52564103 0.54700855 0.52564103 0.52991453 0.52155172],0.524421593830334,0.444730077120823,0.556526207605344,0.628019323671498,0.667808219178082,0.60445205479452,0.552058111380145,0.575757575757576,0.523480882119626,0.451776649746193,0.447236180904523,0.444670722031209,0.578818936066374,0.604485219164118,0.556128619944754
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svd,8,46,54, zones, low_bits_4_shifted_2, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.76333333 0.76845638 0.7885906  0.76174497 0.75167785],0.6289592760181,0.583710407239819,0.822390572390572,0.949315068493151,0.928954423592493,0.950402144772118,0.652542372881356,0.709677419354839,0.630394265232975,0.640625,0.728888888888889,0.581034306195596,0.827332242225859,0.851010101010101,0.822390572390572
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_5_svdne,32,0,32, zones, low_bits_5, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [1.         1.         0.99725275 0.99725275 1.        ],0.63898916967509,0.610108303249097,0.912457912457912,1,1,1,0.65034965034965,0.669064748201439,0.638880200187676,0.649350649350649,0.72463768115942,0.610520279428631,0.913907284768212,0.929292929292929,0.912457912457912
ensemble_model_N26_B37_E63_nb_zones_6_lab_svd,26,37,63,6, lab, svd,756,252,252,0.6,0.2,0.2, [0.99342105 0.96710526 0.98026316 0.98666667 0.99333333],0.765873015873016,0.833333333333333,0.919047619047619,0.998678996036988,1,0.998677248677249,0.802675585284281,0.909090909090909,0.758712121212121,0.86624203821656,0.964539007092198,0.815602836879433,0.925547445255474,0.973886328725038,0.917156629058743
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svd,26,37,63,6, low_bits_4_shifted_2, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.89634146 0.8902439  0.91975309 0.90740741 0.85802469],0.597785977859779,0.583025830258303,0.836283185840708,1,1,1,0.664615384615385,0.782608695652174,0.594311866623079,0.654434250764526,0.77536231884058,0.57941048272856,0.848567530695771,0.910688140556369,0.835730400144455
ensemble_model_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58,8, lab, svdn,1182,394,394,0.6,0.2,0.2, [0.78571429 0.76694915 0.80084746 0.79661017 0.82627119],0.50507614213198,0.454314720812183,0.7751269035533,0.972431077694235,0.984771573604061,0.972081218274112,0.612326043737574,0.751219512195122,0.49465737514518,0.558521560574949,0.697435897435897,0.456758149722974,0.797439414723365,0.87991927346115,0.774484662266837
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52,10, low_bits_4, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.55921053 0.48684211 0.52960526 0.5        0.51644737],0.516355140186916,0.52803738317757,0.827861952861953,1,1,1,0.501204819277108,0.509803921568627,0.516062675070028,0.525821596244132,0.5,0.529411764705882,0.826768318509106,0.821548821548821,0.827861952861953
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.62903226 0.67741935 0.66129032 0.61290323 0.57608696],0.588996763754045,0.576051779935275,0.802716688227684,0.949839914621131,0.959051724137931,0.949353448275862,0.623145400593472,0.640243902439024,0.585639192598822,0.601823708206687,0.673469387755102,0.580561854371378,0.809731752963194,0.83741935483871,0.802626668340237
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdn,16,42,58,8, low_bits_4_shifted_2, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.49568966 0.4612069  0.5862069  0.47826087 0.56956522],0.545454545454545,0.488311688311688,0.547248182762201,0.594813614262561,0.634948096885813,0.567474048442907,0.567901234567901,0.577889447236181,0.544321067704112,0.515970515970516,0.53030303030303,0.487076648841355,0.573802541544477,0.602051282051282,0.54655666100461
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.7384106  0.71854305 0.78       0.77       0.72      ],0.552752293577982,0.596330275229358,0.80976430976431,0.946954813359528,0.961436170212766,0.946143617021277,0.607645875251509,0.705607476635514,0.55550644102046,0.646586345381526,0.725225225225225,0.593921023827566,0.820777160983347,0.871212121212121,0.80976430976431
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70,4, low_bits_2, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.66935484 0.60483871 0.62096774 0.6557377  0.62295082],0.595121951219512,0.663414634146341,0.652046783625731,0.692653673163418,0.75,0.667207792207792,0.637554585152838,0.701923076923077,0.593535795887281,0.672985781990521,0.747368421052632,0.669138755980861,0.677506775067751,0.739644970414201,0.653059479426754
ensemble_model_N32_B34_E66_nb_zones_4_lab_svd,32,34,66,4, lab, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.97540984 0.96666667 0.99166667 0.975      0.98333333],0.745,0.765,0.901197604790419,0.998341625207297,1,0.998338870431894,0.798418972332016,0.961904761904762,0.733583959899749,0.794759825327511,0.989130434782608,0.781602254428341,0.908755760368664,0.98995983935743,0.901725951424746
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,900,300,300,0.6,0.2,0.2, [0.91666667 0.9        0.90555556 0.90555556 0.88888889],0.543333333333333,0.56,0.813333333333333,0.987736900780379,0.984444444444444,0.987777777777778,0.611898016997167,0.744827586206897,0.549833147942158,0.658031088082902,0.783950617283951,0.540526033279656,0.828850855745721,0.895640686922061,0.812557893932094
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63,8, low_bits_2, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.772      0.824      0.816      0.83870968 0.80645161],0.831325301204819,0.828915662650602,0.854046242774566,0.869983948635634,0.869983948635634,0.869983948635634,0.842342342342342,0.886255924170616,0.830382864046092,0.845986984815618,0.911214953271028,0.826254242804668,0.859135285913528,0.881679389312977,0.85377743784715
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svdn,40,0,40, zones, low_bits_5, svdn,1902,634,634,0.6,0.2,0.2, [0.9921466  0.99736842 0.99210526 0.98684211 0.99736842],0.485232067510549,0.518987341772152,0.900673400673401,1,1,1,0.564285714285714,0.652892561983471,0.481618694784839,0.571428571428571,0.655172413793103,0.52180108292961,0.90359477124183,0.930976430976431,0.900673400673401
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58,8, low_bits_6, svdn,1182,394,394,0.6,0.2,0.2, [0.49159664 0.49576271 0.56779661 0.53813559 0.53389831],0.507614213197969,0.479695431472081,0.546700507614213,0.604166666666667,0.637901861252115,0.582064297800338,0.492146596858639,0.484536082474227,0.507268041237113,0.49877750611247,0.488038277511962,0.479154273891116,0.562040215792055,0.57645875251509,0.546426097569021
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svd,32,34,66,4, low_bits_4_shifted_2, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.9296875  0.92857143 0.92857143 0.91269841 0.86507937],0.495238095238095,0.495238095238095,0.797528517110266,0.998415213946117,0.996835443037975,0.998417721518987,0.626760563380282,0.855769230769231,0.498639332365747,0.629370629370629,0.927835051546392,0.525864428428063,0.822647793505412,0.955512572533849,0.80018619280898
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58,10, low_bits_3, svd,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.81089744 0.81089744 0.80448718 0.78846154 0.78387097],0.82640586797066,0.863080684596577,0.826178451178451,0.818987341772152,0.830551989730424,0.816431322207959,0.828087167070218,0.826086956521739,0.826409814894533,0.864077669902913,0.881188118811881,0.863299373415602,0.828274428274428,0.838383838383838,0.826178451178451
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,1194,398,398,0.6,0.2,0.2, [0.80833333 0.86666667 0.81512605 0.87394958 0.77731092],0.819095477386935,0.796482412060301,0.855778894472362,0.889256198347108,0.901172529313233,0.887772194304858,0.819095477386935,0.84020618556701,0.819612896705074,0.8,0.826530612244898,0.796928672459083,0.857426726279185,0.874366767983789,0.855927152685813
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66,4, low_bits_5, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.95967742 0.91935484 0.98387097 0.95967742 0.93548387],0.611650485436893,0.563106796116505,0.835271317829457,1,1,1,0.67479674796748,0.761467889908257,0.602383429490211,0.653846153846154,0.745614035087719,0.541285278413425,0.849023090586146,0.896810506566604,0.833174792361458
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.78666667 0.79530201 0.82550336 0.82550336 0.80872483],0.565610859728507,0.642533936651584,0.828703703703704,0.961250849762066,0.947721179624665,0.961796246648794,0.577092511013216,0.62085308056872,0.568002297860118,0.660944206008584,0.666666666666667,0.641390205371248,0.829778335424508,0.835016835016835,0.828703703703704
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.81927711 0.88554217 0.89156627 0.8597561  0.79268293],0.570909090909091,0.621818181818182,0.816860465116279,0.963855421686747,0.968523002421308,0.963680387409201,0.609271523178808,0.661870503597122,0.569905840033855,0.651006711409396,0.734848484848485,0.626165501165501,0.823776223776224,0.861111111111111,0.817116249197174
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,696,232,232,0.6,0.2,0.2, [0.72142857 0.70714286 0.70714286 0.61594203 0.67391304],0.685344827586207,0.681034482758621,0.836206896551724,0.938483547925608,0.942528735632184,0.938218390804598,0.720306513409962,0.740157480314961,0.67960254968129,0.69672131147541,0.69672131147541,0.680178837555887,0.8421926910299,0.849246231155779,0.835813168863857
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58,8, low_bits_4, svdne,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.74074074 0.80555556 0.72222222 0.73831776 0.71028037],0.73463687150838,0.673184357541899,0.82421875,0.907290729072907,0.936802973977695,0.904275092936803,0.743935309973046,0.807017543859649,0.737733370860306,0.711111111111111,0.774193548387097,0.669073518379595,0.833068362480127,0.878212290502793,0.824278943467673
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63,6, low_bits_4, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.76344086 0.76344086 0.81182796 0.85326087 0.83152174],0.675324675324675,0.701298701298701,0.853437094682231,0.963519313304721,0.96976241900648,0.963282937365011,0.702380952380952,0.776315789473684,0.67661943319838,0.72289156626506,0.805369127516778,0.704571356211219,0.85875,0.899214659685864,0.853848975087148
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svd,32,34,66, zones, lab, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.99152542 1.         0.95762712 0.96610169 0.96610169],0.801020408163265,0.770408163265306,0.914460285132383,1,1,1,0.820276497695853,0.908163265306122,0.801020408163265,0.798206278026906,0.847619047619048,0.764468864468864,0.918446601941747,0.949799196787149,0.913949185170434
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.86111111 0.83796296 0.8287037  0.78504673 0.8271028 ],0.824022346368715,0.807262569832402,0.864955357142857,0.90036231884058,0.923791821561338,0.897769516728625,0.821529745042493,0.868263473053892,0.826801893595009,0.815013404825737,0.839779005524862,0.806895152479945,0.86775956284153,0.896162528216704,0.86529980715471
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63,6, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.63541667 0.61458333 0.62631579 0.63684211 0.60526316],0.493710691823899,0.522012578616352,0.739622641509434,0.900688298918387,0.960167714884696,0.894129979035639,0.549019607843137,0.644736842105263,0.500079264426126,0.555555555555555,0.608974358974359,0.523622981956315,0.758741258741259,0.829299363057325,0.740736638050402
ensemble_model_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52,10, lab, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.89240506 0.88924051 0.90764331 0.90127389 0.9044586 ],0.723192019950125,0.740648379052369,0.886784511784512,0.965295629820051,0.95425667090216,0.96569250317662,0.752783964365256,0.849246231155779,0.724128066072939,0.769911504424779,0.861386138613861,0.739738295437584,0.89051689051689,0.920875420875421,0.886784511784512
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.59139785 0.60215054 0.58602151 0.54347826 0.57065217],0.538961038961039,0.564935064935065,0.799610894941634,0.964247020585049,0.961123110151188,0.964362850971922,0.56969696969697,0.598726114649682,0.537773653351331,0.537931034482759,0.582089552238806,0.56690684508492,0.799740764744005,0.818302387267904,0.800014137796389
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,1530,510,510,0.6,0.2,0.2, [0.53594771 0.5        0.52287582 0.4869281  0.55228758],0.529550827423168,0.524822695035461,0.826178451178451,0.991541964866623,0.996078431372549,0.991503267973856,0.536130536130536,0.555555555555556,0.530092592592593,0.548314606741573,0.564814814814815,0.523953301127214,0.828701783492327,0.840909090909091,0.826178451178451
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svd,26,37,63, zones, lab, svd,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.98924731 0.97849462 0.98924731 0.98387097 1.        ],0.799352750809061,0.783171521035599,0.916558861578266,1,1,1,0.816568047337278,0.92,0.802767295597484,0.806916426512968,0.875,0.779781879194631,0.920024798512089,0.958656330749354,0.916504331177786
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70,4, low_bits_2, svdn,642,214,214,0.6,0.2,0.2, [0.56923077 0.625      0.6640625  0.609375   0.578125  ],0.630841121495327,0.61214953271028,0.831775700934579,0.971698113207547,0.962616822429906,0.97196261682243,0.62200956937799,0.65,0.632017543859649,0.617511520737327,0.656862745098039,0.614145658263305,0.830508474576271,0.84321223709369,0.832026593866772
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svd,32,34,66,4, low_bits_4_shifted_2, svd,618,206,206,0.6,0.2,0.2, [0.94354839 0.9516129  0.9516129  0.92741935 0.97540984],0.504854368932039,0.495145631067961,0.794174757281553,0.990228013029316,0.983818770226537,0.990291262135922,0.581967213114754,0.724489795918367,0.515022675736961,0.570247933884297,0.69,0.500660377358491,0.807272727272727,0.875739644970414,0.795422403747157
svm_model_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66,6, low_bits_3, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.78021978 0.80555556 0.82777778 0.82777778 0.8       ],0.776666666666667,0.853333333333333,0.819573901464714,0.831578947368421,0.875831485587583,0.822616407982262,0.769759450171821,0.817518248175182,0.77992476825937,0.874285714285714,0.921686746987952,0.845171731702931,0.829666876178504,0.875331564986737,0.819350274471979
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdn,4,48,52, zones, low_bits_4_shifted_2, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.54081633 0.49659864 0.50340136 0.43537415 0.52739726],0.54625550660793,0.511013215859031,0.814814814814815,0.991847826086956,0.994550408719346,0.991825613079019,0.53393665158371,0.53393665158371,0.5459382828734,0.513157894736842,0.502145922746781,0.511253956848504,0.814345991561181,0.812289562289562,0.814814814814815
svm_model_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70,4, low_bits_3, svdne,612,204,204,0.6,0.2,0.2, [0.88709677 0.86885246 0.87704918 0.91803279 0.8852459 ],0.759803921568627,0.75,0.851960784313726,0.919431279620853,0.950980392156863,0.916666666666667,0.743455497382199,0.816091954022988,0.767020335985853,0.769230769230769,0.772727272727273,0.748065764023211,0.855502392344498,0.888667992047714,0.852457787126371
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svd,26,37,63, zones, low_bits_4_shifted_2, svd,984,328,328,0.6,0.2,0.2, [0.89393939 0.9040404  0.91836735 0.90306122 0.88265306],0.652439024390244,0.643292682926829,0.857926829268293,0.9979633401222,0.995934959349593,0.997967479674797,0.709183673469388,0.817647058823529,0.646165301563663,0.70076726342711,0.81547619047619,0.638988095238095,0.867988668555241,0.92289156626506,0.857124795478209
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,1512,504,504,0.6,0.2,0.2, [0.52631579 0.52980132 0.50331126 0.51324503 0.53311258],0.532407407407407,0.5,0.820286195286195,0.994051553205552,0.994708994708995,0.994047619047619,0.542986425339366,0.552995391705069,0.532311649340907,0.502304147465438,0.506976744186046,0.500032150894867,0.821264127249895,0.825757575757576,0.820286195286195
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66,4, low_bits_5, svd,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.91911765 0.94117647 0.96323529 0.96268657 0.95522388],0.524444444444444,0.542222222222222,0.813499111900533,1,1,1,0.599250936329588,0.695652173913043,0.520553359683794,0.596078431372549,0.703703703703704,0.548433048433048,0.824707846410684,0.880570409982175,0.813736532424715
svm_model_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66,4, lab, svdn,588,196,196,0.6,0.2,0.2, [0.88135593 0.90677966 0.90677966 0.87288136 0.87068966],0.551020408163265,0.591836734693878,0.8,0.954545454545454,1,0.952380952380952,0.653543307086614,0.912087912087912,0.575091575091575,0.666666666666667,0.842105263157895,0.599270453361125,0.823423423423423,0.952083333333333,0.803041666666667
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54,10, low_bits_4, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.54362416 0.52684564 0.59797297 0.53716216 0.53716216],0.491031390134529,0.47085201793722,0.626683501683502,0.696275071633238,0.654986522911051,0.714285714285714,0.455635491606715,0.439814814814815,0.489472624798712,0.448598130841121,0.417391304347826,0.472584541062802,0.604194556001785,0.56986531986532,0.626683501683502
ensemble_model_v2_N32_B0_E32_nb_zones_12_low_bits_6_svdne,32,0,32, zones, low_bits_6, svdne,1728,576,576,0.6,0.2,0.2, [1. 1. 1. 1. 1.],0.691358024691358,0.688271604938272,0.91540404040404,1,1,1,0.720670391061452,0.848684210526316,0.700504895960832,0.733509234828496,0.808139534883721,0.680385556915545,0.918458417849899,0.952861952861953,0.91540404040404
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63,6, low_bits_5, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.61413043 0.64130435 0.63586957 0.5923913  0.58152174],0.591503267973856,0.624183006535948,0.650130548302872,0.673289183222958,0.663043478260869,0.678260869565218,0.59016393442623,0.629370629370629,0.593826418979793,0.646153846153846,0.664556962025316,0.622819021553199,0.651041666666667,0.657030223390276,0.650175293277498
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.42517007 0.47619048 0.45918367 0.49657534 0.50684932],0.536263736263736,0.476923076923077,0.808080808080808,0.995228357191547,0.995907230559345,0.995225102319236,0.538293216630197,0.523404255319149,0.536702127659575,0.45662100456621,0.454545454545455,0.476208897485493,0.806943268416596,0.802188552188552,0.808080808080808
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.66       0.67       0.66       0.65306122 0.65306122],0.624242424242424,0.612121212121212,0.829297820823244,0.97029702970297,0.987903225806452,0.969758064516129,0.626506024096385,0.68421052631579,0.628622117090479,0.644444444444444,0.659090909090909,0.608766233766234,0.834312573443008,0.861650485436893,0.829375967356128
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,1380,460,460,0.6,0.2,0.2, [0.4673913  0.47101449 0.45289855 0.50362319 0.45652174],0.515217391304348,0.532608695652174,0.806086956521739,0.994219653179191,0.997101449275362,0.994202898550725,0.494331065759637,0.482300884955752,0.51465471598215,0.547368421052632,0.548523206751055,0.532109137007814,0.806086956521739,0.803989592367736,0.806092442216998
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,1350,450,450,0.6,0.2,0.2, [0.4962963  0.5037037  0.51481481 0.55185185 0.52222222],0.491111111111111,0.482222222222222,0.788,0.988880652335063,0.988148148148148,0.988888888888889,0.468677494199536,0.476415094339623,0.490308387505946,0.487912087912088,0.482608695652174,0.482213438735178,0.786577181208054,0.78692927484333,0.787992439716458
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svdn,16,42,58, zones, lab, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.78695652 0.75652174 0.8        0.81304348 0.80263158],0.541884816753927,0.505235602094241,0.792887029288703,0.972413793103448,0.982578397212544,0.97212543554007,0.634655532359081,0.727272727272727,0.522595901208618,0.600422832980973,0.767567567567568,0.513225408149266,0.8125,0.886363636363636,0.79169876733436
svm_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdne,40,0,40,12, low_bits_4_shifted_2, svdne,1764,588,588,0.6,0.2,0.2, [0.99152542 1.         0.99715909 1.         0.99715909],0.584967320261438,0.598039215686274,0.894781144781145,1,1,1,0.473029045643153,0.385135135135135,0.578643516934656,0.50996015936255,0.40506329113924,0.604558672596647,0.889184397163121,0.844276094276094,0.894781144781145
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_svdne,40,0,40, zones, low_bits_4, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [1.         1.         0.99435028 1.         0.99717514],0.764119601328904,0.820598006644518,0.947390572390572,1,1,1,0.752613240418119,0.805970149253731,0.76825453570471,0.84393063583815,0.874251497005988,0.813991420144785,0.948068134607395,0.96043771043771,0.947390572390572
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,942,314,314,0.6,0.2,0.2, [0.85263158 0.84042553 0.81382979 0.83510638 0.83510638],0.681528662420382,0.668789808917197,0.851592356687898,0.969181721572795,0.968152866242038,0.969214437367304,0.71264367816092,0.8,0.683018867924528,0.688622754491018,0.798611111111111,0.678717320261438,0.856438693776956,0.902597402597403,0.852548701298701
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70,4, low_bits_3, svdne,654,218,218,0.6,0.2,0.2, [0.84848485 0.87121212 0.86153846 0.89230769 0.80769231],0.793577981651376,0.784403669724771,0.881651376146789,0.945185185185185,0.975535168195719,0.943425076452599,0.742857142857143,0.670103092783505,0.78133253812729,0.766169154228856,0.675438596491228,0.789642375168691,0.877259752616556,0.856877323420074,0.881337212434675
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svd,32,34,66, zones, low_bits_4_shifted_2, svd,716,238,238,0.600671140939597,0.199664429530201,0.199664429530201, [0.93055556 0.92361111 0.92361111 0.95070423 0.95774648],0.663865546218487,0.701680672268908,0.86996644295302,0.99438202247191,0.988826815642458,0.994413407821229,0.699248120300752,0.762295081967213,0.66131995477671,0.723735408560311,0.781512605042017,0.701680672268908,0.874493927125506,0.901502504173623,0.869806901327958
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66,6, low_bits_3, svdne,834,278,278,0.6,0.2,0.2, [0.83333333 0.85714286 0.85542169 0.87349398 0.87349398],0.820143884892086,0.766187050359712,0.849640287769784,0.889929742388759,0.911270983213429,0.887290167865707,0.826388888888889,0.843971631205674,0.819796034580939,0.775086505190311,0.805755395683453,0.766187050359712,0.853948287910552,0.87661406025825,0.849562441384536
svm_model_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63,6, lab, svdn,792,264,264,0.6,0.2,0.2, [0.9125     0.93037975 0.89240506 0.91139241 0.84810127],0.571969696969697,0.515151515151515,0.817424242424242,1,1,1,0.693766937669377,0.836601307189543,0.521904257198375,0.638418079096045,0.856060606060606,0.515151515151515,0.840924092409241,0.935389133627019,0.813547461962179
svm_model_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66,6, low_bits_2, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.82183908 0.81034483 0.79310345 0.81395349 0.77325581],0.791666666666667,0.833333333333333,0.804438280166436,0.820618556701031,0.919168591224018,0.799076212471132,0.797297297297297,0.751592356687898,0.795643506588224,0.835616438356164,0.818791946308725,0.833856404809039,0.818998716302952,0.863328822733424,0.802930414211662
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.79310345 0.84051724 0.81304348 0.84782609 0.81304348],0.799479166666667,0.846354166666667,0.86576482830385,0.896785109983079,0.918544194107452,0.894280762564991,0.787878787878788,0.794444444444444,0.799183006535948,0.851385390428212,0.875647668393782,0.846200797547676,0.867147270854789,0.886315789473684,0.865997400909682
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.47169811 0.45597484 0.47169811 0.50943396 0.46518987],0.50507614213198,0.474619289340102,0.828282828282828,0.996221662468514,0.996221662468514,0.996221662468514,0.511278195488722,0.536842105263158,0.506166150670795,0.481203007518797,0.470588235294118,0.474767801857585,0.829002514668902,0.832491582491583,0.828282828282828
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66,6, low_bits_4, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.62087912 0.67032967 0.58791209 0.64285714 0.60989011],0.62046204620462,0.587458745874587,0.620052770448549,0.664670658682635,0.731868131868132,0.630769230769231,0.627831715210356,0.678321678321678,0.623535839160839,0.581939799331104,0.621428571428571,0.589855390008764,0.64223602484472,0.700542005420054,0.622121902452958
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,672,224,224,0.6,0.2,0.2, [0.90441176 0.89552239 0.90298507 0.91044776 0.93283582],0.674107142857143,0.6875,0.869642857142857,0.995515695067265,0.991071428571429,0.995535714285714,0.728624535315985,0.844827586206896,0.667784163473819,0.734848484848485,0.815126050420168,0.678991596638655,0.878535773710482,0.924693520140105,0.868539838394278
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66,4, low_bits_6, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.97580645 0.96774194 0.95081967 0.93442623 0.97540984],0.568627450980392,0.617647058823529,0.837573385518591,1,1,1,0.676470588235294,0.92,0.575384615384615,0.717391304347826,0.925233644859813,0.601792080161865,0.857142857142857,0.968871595330739,0.836798002389779
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58,8, low_bits_5, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.51219512 0.53658537 0.46747967 0.54918033 0.62295082],0.517156862745098,0.507352941176471,0.805093046033301,1,1,1,0.518337408312958,0.535353535353535,0.517676767676768,0.529274004683841,0.585492227979275,0.511350765152428,0.806983511154219,0.828685258964143,0.805479431023498
ensemble_model_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66,4, lab, svdn,708,236,236,0.6,0.2,0.2, [0.86619718 0.85211268 0.86619718 0.85211268 0.87142857],0.48728813559322,0.483050847457627,0.794067796610169,1,1,1,0.563176895306859,0.709090909090909,0.501370851370851,0.593333333333333,0.754237288135593,0.483050847457627,0.810894941634241,0.895189003436426,0.795420588674735
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63,6, low_bits_6, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.64444444 0.61235955 0.70224719 0.69101124 0.70224719],0.505050505050505,0.548821548821549,0.76514131897712,0.923937360178971,0.926008968609866,0.923766816143498,0.558558558558558,0.607843137254902,0.501838235294118,0.573248407643312,0.625,0.551062091503268,0.773523685918235,0.802153432032302,0.76514131897712
svm_model_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70,4, low_bits_2, svdne,642,214,214,0.6,0.2,0.2, [0.90769231 0.9609375  0.890625   0.9296875  0.9296875 ],0.757009345794392,0.775700934579439,0.860747663551402,0.919540229885058,0.872274143302181,0.923676012461059,0.720430107526882,0.638095238095238,0.75482743556138,0.793103448275862,0.779661016949153,0.775247175141243,0.85491723466407,0.806985294117647,0.861667552001789
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.8220339  0.78389831 0.74576271 0.75423729 0.71794872],0.696428571428571,0.653061224489796,0.82059123343527,0.917726887192536,0.918505942275042,0.917657045840408,0.697201017811705,0.698979591836735,0.696428571428571,0.66,0.680412371134021,0.653337498698323,0.821501014198783,0.827374872318693,0.820605035345511
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svdn,8,46,54, zones, lab, svdn,1494,498,498,0.6,0.2,0.2, [0.63333333 0.61666667 0.62416107 0.6442953  0.62080537],0.467120181405896,0.444444444444444,0.766835016835017,0.950928381962865,0.959839357429719,0.950468540829987,0.505263157894737,0.563380281690141,0.470286632073141,0.514851485148515,0.570175438596491,0.440017296763034,0.777331189710611,0.813973063973064,0.766835016835017
ensemble_model_v2_N4_B48_E52_nb_zones_10_lab_svdne,4,48,52, zones, lab, svdne,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [0.92446043 0.92086331 0.89928058 0.90647482 0.90217391],0.841991341991342,0.80952380952381,0.919550173010381,0.982001439884809,0.982708933717579,0.981988472622478,0.840262582056893,0.824034334763948,0.842148171748786,0.804444444444444,0.790393013100437,0.809359596678974,0.918989547038328,0.912629757785467,0.919550173010381
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.87931034 0.86206897 0.90517241 0.89655172 0.86842105],0.734375,0.755208333333333,0.892931392931393,0.991304347826087,0.986159169550173,0.991349480968858,0.790123456790123,0.932038834951456,0.718828406239773,0.794759825327511,0.947916666666667,0.755208333333333,0.901623686723973,0.967213114754098,0.891834405478315
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,1524,508,508,0.6,0.2,0.2, [0.5        0.47385621 0.47697368 0.5        0.48026316],0.485915492957747,0.504694835680751,0.816077441077441,0.995415848068107,0.99737532808399,0.995406824146982,0.494226327944573,0.511961722488038,0.486395607787798,0.508158508158508,0.502304147465438,0.50474059047913,0.81707827542905,0.821548821548821,0.816077441077441
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdn,32,34,66,4, low_bits_4_shifted_2, svdn,522,174,174,0.6,0.2,0.2, [0.6509434  0.60576923 0.54807692 0.56730769 0.56730769],0.517241379310345,0.5,0.658620689655172,0.759541984732824,0.762452107279693,0.758620689655172,0.557894736842105,0.576086956521739,0.513653234358431,0.472727272727273,0.5,0.5,0.662116040955632,0.675174013921114,0.658771517211126
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70,4, low_bits_4, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.89166667 0.85       0.89166667 0.85833333 0.8559322 ],0.623115577889447,0.618090452261306,0.828313253012048,0.966555183946488,0.966555183946488,0.966555183946488,0.623115577889447,0.626262626262626,0.623131313131313,0.651376146788991,0.628318584070796,0.616484873430747,0.831527093596059,0.825831702544031,0.828379768797789
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdn,8,46,54,10, low_bits_4_shifted_2, svdn,1482,494,494,0.6,0.2,0.2, [0.48322148 0.57432432 0.53040541 0.49324324 0.49662162],0.467561521252796,0.507829977628635,0.51473063973064,0.578020643594414,0.642375168690958,0.531039136302294,0.49789029535865,0.531531531531532,0.467987987987988,0.54356846473029,0.582222222222222,0.507327327327327,0.557049558202075,0.61026936026936,0.51473063973064
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdn,26,37,63,6, low_bits_4_shifted_2, svdn,870,290,290,0.6,0.2,0.2, [0.55747126 0.6091954  0.62068966 0.55747126 0.63793103],0.520689655172414,0.53448275862069,0.643448275862069,0.701840490797546,0.657471264367816,0.720689655172414,0.50179211469534,0.47945205479452,0.52097602739726,0.49438202247191,0.458333333333333,0.533961187214612,0.620132255694343,0.582068965517241,0.643448275862069
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58,10, low_bits_2, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.82746479 0.79929577 0.81560284 0.82978723 0.77304965],0.81104033970276,0.785562632696391,0.803904923599321,0.813186813186813,0.837340876944837,0.807637906647808,0.833020637898687,0.932773109243698,0.809734194106827,0.806142034548944,0.909090909090909,0.787878787878788,0.81593625498008,0.870748299319728,0.804018217456474
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58,8, low_bits_6, svdn,1230,410,410,0.6,0.2,0.2, [0.5        0.52845528 0.57317073 0.50813008 0.51219512],0.514634146341463,0.507317073170732,0.804390243902439,1,1,1,0.529550827423168,0.56,0.515714285714286,0.52803738317757,0.535545023696682,0.506465979185025,0.807304180682364,0.818713450292398,0.804376256396199
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66,4, low_bits_6, svd,510,170,170,0.6,0.2,0.2, [0.96078431 0.98039216 0.98039216 0.95098039 0.93137255],0.588235294117647,0.605882352941176,0.838823529411765,1,1,1,0.678899082568807,0.850574712643678,0.581913862345935,0.666666666666667,0.797619047619048,0.608111849390919,0.852529601722282,0.929577464788732,0.838609487111347
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66,4, low_bits_5, svdn,504,168,168,0.6,0.2,0.2, [0.54901961 0.6372549  0.53       0.5        0.57      ],0.595238095238095,0.630952380952381,0.591666666666667,0.586407766990291,0.599206349206349,0.577380952380952,0.552631578947368,0.51219512195122,0.593306863301191,0.617283950617284,0.602409638554217,0.630616583982991,0.586248492159228,0.58273381294964,0.591603313094205
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54,10, low_bits_5, svdn,1470,490,490,0.6,0.2,0.2, [0.51360544 0.54421769 0.50680272 0.52040816 0.45578231],0.516556291390728,0.501103752759382,0.520622895622896,0.514685314685315,0.500680272108844,0.527891156462585,0.520787746170678,0.524229074889868,0.516539316205996,0.486363636363636,0.473451327433628,0.501042844333554,0.510528577567684,0.5,0.520622895622896
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70,4, low_bits_2, svdne,570,190,190,0.6,0.2,0.2, [0.86842105 0.86842105 0.87719298 0.89473684 0.88596491],0.742105263157895,0.763157894736842,0.846315789473684,0.915032679738562,0.982456140350877,0.908771929824561,0.699386503067485,0.662790697674419,0.735241502683363,0.761904761904762,0.72,0.765555555555555,0.848547717842324,0.868365180467091,0.846499917999725
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdn,16,42,58,8, low_bits_4_shifted_2, svdn,1290,430,430,0.6,0.2,0.2, [0.46899225 0.57751938 0.50775194 0.54651163 0.53875969],0.537209302325581,0.472093023255814,0.801860465116279,1,1,1,0.546697038724374,0.588235294117647,0.539692868297762,0.494432071269488,0.513888888888889,0.471897715472482,0.804407713498623,0.822535211267605,0.802051015772052
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63,6, low_bits_5, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.61627907 0.5872093  0.58823529 0.55294118 0.64705882],0.542253521126761,0.503521126760563,0.79606188466948,0.977983777520278,0.988290398126463,0.977751756440281,0.554794520547945,0.58273381294964,0.543091044405855,0.501766784452297,0.533834586466165,0.505327889259573,0.798331015299026,0.821173104434907,0.796478668400026
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58,10, low_bits_3, svd,1470,490,490,0.6,0.2,0.2, [0.78571429 0.83673469 0.81972789 0.81292517 0.7755102 ],0.830022075055188,0.823399558498896,0.851430976430976,0.871391076115486,0.903401360544218,0.866666666666667,0.841889117043121,0.876068376068376,0.828445146938298,0.829059829059829,0.885844748858447,0.825401006907856,0.857603872529246,0.894781144781145,0.851430976430976
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66,6, low_bits_2, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.81176471 0.82941176 0.84705882 0.82941176 0.8452381 ],0.769503546099291,0.822695035460993,0.827903682719547,0.862365591397849,0.945754716981132,0.849056603773585,0.778156996587031,0.826086956521739,0.770682367149758,0.838709677419355,0.902777777777778,0.820954106280193,0.841487279843444,0.913597733711048,0.827903682719547
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63,8, low_bits_3, svdn,1146,382,382,0.6,0.2,0.2, [0.56521739 0.60869565 0.59130435 0.57894737 0.60964912],0.594240837696335,0.596858638743455,0.629319371727749,0.656921754084265,0.666666666666667,0.651832460732984,0.60559796437659,0.636363636363636,0.595104895104895,0.609137055837563,0.634920634920635,0.597253063574307,0.636923076923077,0.654373024236038,0.629475794115938
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.82738095 0.84337349 0.84939759 0.80722892 0.79518072],0.729241877256318,0.772563176895307,0.836219336219336,0.896871378910776,0.930288461538462,0.893028846153846,0.764890282131661,0.938461538461538,0.741339612768184,0.809667673716012,0.924137931034483,0.765099268547544,0.849966953073364,0.930535455861071,0.836490749513269
svm_model_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58,8, lab, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.95867769 0.97107438 0.96666667 0.97916667 0.9625    ],0.815461346633416,0.835411471321696,0.92123629112662,0.985,0.981727574750831,0.985049833887043,0.832579185520362,0.897560975609756,0.813576406172225,0.845794392523364,0.93298969072165,0.838475521689327,0.923671497584541,0.955044955044955,0.921303572049841
svm_model_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40,12, low_bits_6, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [1.         0.99715909 0.99431818 0.99431818 1.        ],0.62214983713355,0.615635179153095,0.901515151515152,1,1,1,0.630573248407643,0.630573248407643,0.621953290870488,0.624203821656051,0.653333333333333,0.616475583864119,0.902092050209205,0.907407407407407,0.901515151515152
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svdn,32,34,66, zones, lab, svdn,690,230,230,0.6,0.2,0.2, [0.89855072 0.89855072 0.95652174 0.9057971  0.91304348],0.569565217391304,0.539130434782609,0.815652173913044,0.989956958393113,1,0.989855072463768,0.67109634551495,0.863247863247863,0.56436729445579,0.65359477124183,0.833333333333333,0.525757575757576,0.837423312883436,0.938144329896907,0.814142587483665
ensemble_model_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63,6, lab, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.88372093 0.9127907  0.86627907 0.83529412 0.88235294],0.557894736842105,0.540350877192982,0.809256661991585,0.982738780207135,0.997663551401869,0.982476635514019,0.633720930232558,0.795620437956204,0.566729137897021,0.633053221288515,0.830882352941176,0.553025069088038,0.826751592356688,0.925820256776034,0.811185990456983
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdne,4,48,52,10, low_bits_4_shifted_2, svdne,1578,526,526,0.6,0.2,0.2, [0.74683544 0.74050633 0.74683544 0.73417722 0.79299363],0.56390977443609,0.56390977443609,0.705387205387205,0.77113133940182,0.751584283903676,0.776932826362484,0.611607142857143,0.661835748792271,0.560084541062802,0.573529411764706,0.609375,0.565557065217391,0.707602339181287,0.712962962962963,0.705387205387205
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,534,178,178,0.6,0.2,0.2, [0.91666667 0.90740741 0.88679245 0.90566038 0.9245283 ],0.629213483146067,0.606741573033708,0.847191011235955,1,1,1,0.652631578947368,0.659574468085106,0.627406281661601,0.635416666666667,0.663043478260869,0.604777553083923,0.851528384279476,0.860927152317881,0.846939548698986
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70,4, low_bits_4, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.90677966 0.88135593 0.88983051 0.86440678 0.8559322 ],0.693877551020408,0.744897959183674,0.884928716904277,0.99490662139219,0.993220338983051,0.994915254237288,0.68421052631579,0.706521739130435,0.694607023411371,0.739583333333333,0.797752808988764,0.749343694214008,0.883625128733265,0.901260504201681,0.885412860796492
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66,4, low_bits_5, svdn,510,170,170,0.6,0.2,0.2, [0.69607843 0.73529412 0.67647059 0.68627451 0.70588235],0.576470588235294,0.576470588235294,0.771764705882353,0.903846153846154,0.92156862745098,0.901960784313725,0.6,0.692307692307692,0.585284280936455,0.586206896551724,0.573033707865169,0.576640310722708,0.778032036613272,0.805687203791469,0.772002480400407
svm_model_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52,10, low_bits_3, svdne,1524,508,508,0.6,0.2,0.2, [0.84640523 0.85294118 0.88157895 0.84210526 0.84868421],0.704225352112676,0.744131455399061,0.808501683501683,0.860935524652339,0.893700787401575,0.855643044619423,0.702830188679245,0.730392156862745,0.705286168521462,0.762527233115468,0.788288288288288,0.742183359830419,0.815415821501014,0.845959595959596,0.808501683501683
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdn,32,34,66,4, low_bits_4_shifted_2, svdn,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.61538462 0.56923077 0.63076923 0.59230769 0.63076923],0.555555555555556,0.569444444444444,0.808687615526802,0.973053892215569,1,0.972307692307692,0.483870967741936,0.398230088495575,0.5631927141507,0.518134715025907,0.471698113207547,0.567667238421955,0.802292263610315,0.772058823529412,0.808891865296304
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.86290323 0.89516129 0.89344262 0.87704918 0.8852459 ],0.78921568627451,0.78921568627451,0.902152641878669,0.977124183006536,0.973941368078176,0.977198697068404,0.794258373205742,0.846938775510204,0.791393916056989,0.808888888888889,0.892156862745098,0.78921568627451,0.904397705544933,0.932938856015779,0.902391758104977
svm_model_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66,4, lab, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [1. 1. 1. 1. 1.],0.730392156862745,0.681372549019608,0.882583170254403,1,1,1,0.771784232365145,0.920792079207921,0.732240699798135,0.738955823293173,0.893203883495146,0.679275209074306,0.891304347826087,0.962818003913894,0.882583170254403
svm_model_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54,10, low_bits_2, svdne,1506,502,502,0.6,0.2,0.2, [0.82450331 0.78145695 0.8013245  0.8        0.82333333],0.802298850574713,0.806896551724138,0.805976430976431,0.810670136629798,0.827357237715803,0.806772908366534,0.816239316239316,0.896713615023474,0.804212663367593,0.82716049382716,0.905405405405405,0.804815378759041,0.814933761541549,0.854377104377104,0.805976430976431
svm_model_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52,10, low_bits_6, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.70065789 0.71052632 0.70860927 0.74834437 0.70529801],0.654292343387471,0.670533642691415,0.719276094276094,0.740331491712707,0.708058124174373,0.751651254953765,0.602666666666667,0.545893719806763,0.650179002760524,0.634020618556701,0.549107142857143,0.675519755003451,0.698326549072818,0.64983164983165,0.719276094276094
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66,6, low_bits_4, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.64130435 0.73369565 0.67032967 0.60989011 0.62087912],0.598684210526316,0.601973684210526,0.770696452036794,0.883259911894273,0.87746170678337,0.884026258205689,0.649425287356322,0.719745222929936,0.594566489015989,0.675603217158177,0.79746835443038,0.593939656667245,0.785758133824432,0.829015544041451,0.769841105354059
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54,10, low_bits_6, svdn,1572,524,524,0.6,0.2,0.2, [0.55379747 0.51273885 0.52229299 0.46178344 0.50955414],0.490049751243781,0.512437810945274,0.564393939393939,0.599747474747475,0.604325699745547,0.596692111959287,0.478371501272265,0.47,0.489950495049505,0.505050505050505,0.495049504950495,0.512524752475248,0.563843236409608,0.563131313131313,0.564393939393939
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63,8, low_bits_4, svd,1182,394,394,0.6,0.2,0.2, [0.80672269 0.82627119 0.83474576 0.81355932 0.81355932],0.598984771573604,0.649746192893401,0.77005076142132,0.867956265769554,0.873096446700508,0.867174280879865,0.579787234042553,0.573684210526316,0.598116615067079,0.674528301886793,0.674528301886793,0.647703711382957,0.772247360482655,0.773413897280967,0.770023222949593
svm_model_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54,10, low_bits_3, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.82142857 0.8496732  0.83660131 0.84313725 0.81699346],0.73696682464455,0.708530805687204,0.795454545454545,0.836150845253576,0.839425587467363,0.835509138381201,0.776659959758551,0.873303167420814,0.730183922018865,0.735483870967742,0.850746268656716,0.714965894509354,0.8056,0.847643097643097,0.795454545454546
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.55494505 0.54395604 0.60989011 0.51098901 0.65384615],0.561056105610561,0.485148514851485,0.794195250659631,0.974697469746975,0.973626373626374,0.974725274725275,0.600600600600601,0.689655172413793,0.566346573548669,0.538461538461538,0.56875,0.480179195804196,0.80253164556962,0.834210526315789,0.794089390142022
svm_model_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52,10, low_bits_5, svdne,1334,444,444,0.6003600360036,0.1998199819982,0.1998199819982, [0.70895522 0.70522388 0.69548872 0.70300752 0.68421053],0.596846846846847,0.641891891891892,0.696219621962196,0.754909090909091,0.778110944527736,0.747376311844078,0.632443531827515,0.684444444444444,0.595646879756469,0.658064516129032,0.676991150442478,0.64124786879922,0.709926944563816,0.738819320214669,0.695949515179798
svm_model_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52,10, low_bits_2, svdne,1342,447,447,0.600178890876565,0.199910554561717,0.199910554561717, [0.77407407 0.78358209 0.82089552 0.80970149 0.80970149],0.821029082774049,0.843400447427293,0.812611806797853,0.808813077469794,0.847988077496274,0.799552906110283,0.849056603773585,0.914634146341463,0.810550904016503,0.849137931034483,0.938095238095238,0.848794454490657,0.825489379425239,0.879325643300798,0.812070396041743
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdn,26,37,63,6, low_bits_4_shifted_2, svdn,816,272,272,0.6,0.2,0.2, [0.59756098 0.57317073 0.6097561  0.57407407 0.57407407],0.507352941176471,0.525735294117647,0.805882352941176,0.998773006134969,0.997549019607843,0.998774509803921,0.583850931677019,0.666666666666667,0.501272264631043,0.577049180327869,0.67175572519084,0.530913323588328,0.816920943134535,0.866176470588235,0.805882352941176
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70,6, low_bits_3, svd,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.83505155 0.8556701  0.84536082 0.84020619 0.80927835],0.795665634674923,0.826625386996904,0.858292079207921,0.892892892892893,0.919587628865979,0.889690721649485,0.789808917197452,0.746987951807229,0.797060854884506,0.810810810810811,0.759493670886076,0.825201380897583,0.857675574891237,0.852904820766378,0.858298754868939
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.73728814 0.6440678  0.63559322 0.61864407 0.6440678 ],0.566326530612245,0.561224489795918,0.634419551934827,0.674740484429066,0.661016949152542,0.68135593220339,0.491017964071856,0.450549450549451,0.558608058608059,0.455696202531646,0.375,0.5575,0.602436323366556,0.564315352697095,0.633157676348548
svm_model_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54,10, lab, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.94966443 0.96644295 0.94295302 0.96283784 0.93918919],0.838202247191011,0.831460674157303,0.919612794612795,0.970230040595399,0.965006729475101,0.970390309555855,0.837837837837838,0.849315068493151,0.838374348405867,0.830699774266366,0.814159292035398,0.831737180264275,0.919238900634249,0.914983164983165,0.919612794612794
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.49107143 0.64285714 0.64285714 0.60714286 0.59821429],0.532258064516129,0.553763440860215,0.784334763948498,0.944543828264758,0.942857142857143,0.944642857142857,0.587677725118483,0.645833333333333,0.528472222222222,0.613953488372093,0.717391304347826,0.555504162812211,0.795939086294416,0.837606837606838,0.78410514294135
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.90322581 0.92741935 0.92741935 0.91935484 0.90322581],0.650485436893204,0.66504854368932,0.849806201550387,0.977124183006536,0.964516129032258,0.977419354838709,0.621052631578947,0.57843137254902,0.649792609351433,0.642487046632124,0.563636363636364,0.672443181818182,0.844221105527638,0.804597701149425,0.850338066260987
svm_model_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40,12, lab, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [1.         1.         0.99147727 0.99142857 1.        ],0.616129032258064,0.593548387096774,0.896885521885522,1,1,1,0.648967551622419,0.723684210526316,0.618171219187209,0.627218934911243,0.670886075949367,0.592021985343105,0.899301274147143,0.920875420875421,0.896885521885522
ensemble_model_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66,4, lab, svdne,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [1.       0.984375 1.       1.       1.      ],0.825471698113208,0.825471698113208,0.930320150659134,1,1,1,0.843881856540084,0.862068965517241,0.821659482758621,0.822966507177033,0.843137254901961,0.826114081996435,0.931734317343174,0.940409683426443,0.930204841713222
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,918,306,306,0.6,0.2,0.2, [0.80434783 0.79347826 0.77173913 0.73369565 0.8021978 ],0.813725490196078,0.816993464052288,0.87516339869281,0.917894736842105,0.949891067538126,0.915032679738562,0.825688073394495,0.798816568047337,0.815466678184253,0.821656050955414,0.791411042944785,0.818782444549316,0.87994971715902,0.884955752212389,0.874818877459375
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.51327434 0.44690265 0.51339286 0.45089286 0.45089286],0.459893048128342,0.518716577540107,0.792735042735043,0.994671403197158,0.99644128113879,0.994661921708185,0.473958333333333,0.491891891891892,0.46023166023166,0.513513513513513,0.50531914893617,0.51878860672615,0.793617021276596,0.797860962566845,0.792740513300498
ensemble_model_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58,8, lab, svdne,1164,388,388,0.6,0.2,0.2, [0.97008547 0.97435897 0.95258621 0.97413793 0.98275862],0.806701030927835,0.788659793814433,0.910824742268041,0.986086956521739,0.974226804123711,0.986254295532646,0.829157175398633,0.928571428571429,0.805431547619048,0.81447963800905,0.909090909090909,0.786124401913876,0.914820285573609,0.951844262295082,0.910569434052105
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdn,32,34,66, zones, low_bits_4_shifted_2, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.65384615 0.60769231 0.70769231 0.65625    0.703125  ],0.497674418604651,0.502325581395349,0.776022304832714,0.960122699386503,0.969040247678019,0.959752321981424,0.513513513513514,0.558823529411765,0.50065070275898,0.520179372197309,0.547169811320755,0.502942703825515,0.780309936189608,0.806026365348399,0.776407678087044
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svdn,26,37,63, zones, lab, svdn,936,312,312,0.6,0.2,0.2, [0.85106383 0.90425532 0.89893617 0.91397849 0.86021505],0.57051282051282,0.55448717948718,0.811538461538461,0.978010471204188,0.997863247863248,0.977564102564103,0.666666666666667,0.783625730994152,0.547841234291402,0.648101265822785,0.790123456790123,0.545061728395062,0.832191780821918,0.910112359550562,0.808811120486743
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.52873563 0.46551724 0.45977011 0.54597701 0.47674419],0.570934256055363,0.519031141868512,0.812586445366528,0.990783410138249,0.990783410138249,0.990783410138249,0.586666666666667,0.611111111111111,0.571072796934866,0.50179211469534,0.534351145038168,0.520340129481109,0.81271596406358,0.829337094499295,0.812904639515591
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63,8, low_bits_2, svdn,1164,388,388,0.6,0.2,0.2, [0.48290598 0.55982906 0.5862069  0.62068966 0.58189655],0.585051546391753,0.554123711340206,0.573711340206186,0.583262890955199,0.592783505154639,0.576460481099656,0.598503740648379,0.606060606060606,0.584609250398724,0.570719602977668,0.575,0.553457446808511,0.58379466532461,0.591836734693878,0.573522534013605
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54,10, low_bits_4, svdn,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.5        0.49677419 0.44516129 0.49032258 0.47419355],0.475728155339806,0.507281553398058,0.823653198653199,1,1,1,0.485714285714286,0.492753623188406,0.47564510427713,0.531177829099307,0.560975609756098,0.507540944974667,0.825779625779626,0.835858585858586,0.823653198653199
svm_model_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66,4, low_bits_5, svdne,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.94827586 0.92241379 0.92982456 0.9122807  0.93859649],0.549738219895288,0.539267015706806,0.816945606694561,0.998260869565217,1,0.998257839721254,0.647540983606557,0.831578947368421,0.551206140350877,0.614035087719298,0.769230769230769,0.549615384615385,0.832855778414518,0.921775898520085,0.818030806402899
ensemble_model_v2_N32_B34_E66_nb_zones_4_lab_svdne,32,34,66, zones, lab, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.95614035 0.92105263 0.98245614 0.94642857 0.94642857],0.819148936170213,0.813829787234043,0.925690021231422,0.998230088495575,0.996466431095406,0.998233215547703,0.833333333333333,0.86734693877551,0.817006802721088,0.841628959276018,0.939393939393939,0.806775621382363,0.929292929292929,0.958333333333333,0.925054112554113
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66,8, low_bits_3, svd,1068,356,356,0.6,0.2,0.2, [0.84579439 0.80373832 0.80841121 0.8411215  0.8490566 ],0.853932584269663,0.825842696629213,0.856741573033708,0.866096866096866,0.853932584269663,0.867977528089888,0.85792349726776,0.902298850574713,0.85499557913351,0.835106382978723,0.897142857142857,0.827024467245462,0.857938718662953,0.87202718006795,0.856860858707331
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66,4, low_bits_6, svdn,600,200,200,0.6,0.2,0.2, [0.76666667 0.66666667 0.675      0.725      0.725     ],0.515,0.47,0.793,0.993377483443708,1,0.993333333333333,0.597510373443983,0.679245283018868,0.50451625853071,0.550847457627119,0.580357142857143,0.454951298701299,0.808510638297872,0.843629343629344,0.7911092776238
svm_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdne,32,34,66,4, low_bits_4_shifted_2, svdne,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.91 0.87 0.94 0.89 0.91],0.590361445783132,0.518072289156626,0.800480769230769,0.963855421686747,0.96,0.964,0.609195402298851,0.63855421686747,0.590361445783132,0.550561797752809,0.569767441860465,0.516133720930233,0.804705882352941,0.816229116945107,0.800366374453183
svm_model_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40,12, low_bits_5, svdne,1824,608,608,0.6,0.2,0.2, [0.99726776 0.99726776 0.99725275 0.99450549 0.99450549],0.615942028985507,0.608695652173913,0.90993265993266,1,1,1,0.646666666666667,0.734848484848485,0.620896464646465,0.678571428571429,0.791666666666667,0.600378787878788,0.913008130081301,0.945286195286195,0.90993265993266
svm_model_N4_B48_E52_nb_zones_12_lab_svd,4,48,52,12, lab, svd,1776,592,592,0.6,0.2,0.2, [0.91011236 0.90730337 0.91292135 0.89548023 0.92090395],0.723333333333333,0.69,0.905723905723906,0.972758229284904,0.96509009009009,0.972972972972973,0.772602739726027,0.844311377245509,0.70786997433704,0.720720720720721,0.902255639097744,0.71160686146504,0.908943089430894,0.941077441077441,0.905723905723906
svm_model_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63,6, low_bits_6, svdne,900,300,300,0.6,0.2,0.2, [0.97222222 0.87777778 0.91666667 0.91111111 0.9       ],0.573333333333333,0.603333333333333,0.806666666666666,0.950857142857143,0.924444444444444,0.952222222222222,0.604938271604938,0.628205128205128,0.571047008547009,0.614886731391586,0.63758389261745,0.603560158229255,0.807692307692308,0.806622516556291,0.806666962976132
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.45762712 0.49145299 0.5        0.48290598 0.58547009],0.505128205128205,0.47948717948718,0.796106557377049,0.998293515358361,0.998293515358361,0.998293515358361,0.479784366576819,0.456410256410256,0.505128205128205,0.480818414322251,0.474747474747475,0.479561237373737,0.794208893485005,0.784473953013279,0.796142423577554
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70,6, low_bits_2, svd,930,310,310,0.6,0.2,0.2, [0.75806452 0.79032258 0.7688172  0.78494624 0.75268817],0.835483870967742,0.832258064516129,0.831612903225807,0.835758835758836,0.864516129032258,0.83010752688172,0.83495145631068,0.832258064516129,0.835483870967742,0.836477987421384,0.806060606060606,0.834064785788924,0.835745752045311,0.845859872611465,0.831426668331876
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70,4, low_bits_4, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.6015625  0.5952381  0.65873016 0.6031746  0.63492063],0.652380952380952,0.652380952380952,0.775665399239544,0.866071428571429,0.920886075949367,0.857594936708861,0.666666666666667,0.744897959183674,0.658163265306122,0.666666666666667,0.669724770642202,0.651694068489418,0.787387387387387,0.835564053537285,0.776005089150495
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58,10, low_bits_4, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.74675325 0.76298701 0.79220779 0.76298701 0.7987013 ],0.686602870813397,0.717703349282297,0.795454545454545,0.846203763789747,0.846753246753247,0.846103896103896,0.727650727650728,0.845410628019324,0.688108157611558,0.74235807860262,0.805687203791469,0.716853263731483,0.804032258064516,0.839225589225589,0.795454545454545
svm_model_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52,10, low_bits_4, svdne,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.76397516 0.80124224 0.75625    0.790625   0.740625  ],0.681347150259067,0.694300518134715,0.749158249158249,0.778540237055521,0.778054862842893,0.778678304239401,0.699266503667482,0.764705882352941,0.683860478864913,0.721698113207547,0.768844221105528,0.691908741568807,0.755336617405583,0.774410774410774,0.749158249158249
svm_model_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63,6, lab, svdne,864,288,288,0.6,0.2,0.2, [0.95977011 0.97126437 0.97674419 0.98255814 0.97674419],0.743055555555556,0.673611111111111,0.874305555555556,0.984866123399302,0.979166666666667,0.984953703703704,0.793296089385475,0.959459459459459,0.736872586872587,0.698717948717949,0.931623931623932,0.714349977507872,0.881621975147155,0.96700143472023,0.877175010765229
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66,4, low_bits_5, svdne,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.95689655 0.94736842 0.97368421 0.93859649 0.92105263],0.605263157894737,0.657894736842105,0.847689075630252,0.991181657848324,0.982517482517482,0.991258741258741,0.675324675324675,0.742857142857143,0.589075630252101,0.711111111111111,0.792079207920792,0.648848592724441,0.858260019550342,0.892276422764228,0.846138211382114
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,912,304,304,0.6,0.2,0.2, [0.69021739 0.60989011 0.59340659 0.62637363 0.64285714],0.631578947368421,0.582236842105263,0.794736842105263,0.920392584514722,0.925438596491228,0.919956140350877,0.597122302158273,0.638461538461538,0.632449160035367,0.591639871382637,0.58974358974359,0.582033957033957,0.792828685258964,0.804582210242588,0.794964626972194
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdn,16,42,58, zones, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.5        0.55       0.5        0.5210084  0.55462185],0.520100502512563,0.49748743718593,0.797989949748744,0.990810359231412,0.993299832495812,0.990787269681742,0.552693208430913,0.553990610328639,0.51753584570486,0.46524064171123,0.478021978021978,0.495955433455434,0.798798798798799,0.804435483870968,0.798009325101816
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdne,4,48,52,10, low_bits_4_shifted_2, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.76143791 0.78618421 0.75       0.75657895 0.74342105],0.585480093676815,0.557377049180328,0.81523569023569,0.950775455158463,0.926412614980289,0.95203679369251,0.625792811839324,0.678899082568807,0.583468680040384,0.591792656587473,0.655502392344498,0.559402572319038,0.818520049607276,0.833333333333333,0.81523569023569
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdn,8,46,54,10, low_bits_4_shifted_2, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.50337838 0.48639456 0.4829932  0.52380952 0.47959184],0.491150442477876,0.513274336283186,0.810606060606061,1,1,1,0.493392070484582,0.497777777777778,0.491179637787567,0.506726457399103,0.497797356828194,0.513343122858541,0.810286677908938,0.808922558922559,0.810606060606061
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58,10, low_bits_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.81907895 0.80592105 0.83223684 0.79934211 0.77631579],0.831775700934579,0.829439252336448,0.856060606060606,0.871157619359058,0.876315789473684,0.870394736842105,0.848739495798319,0.905829596412556,0.828524554303839,0.838137472283814,0.921951219512195,0.833172919173138,0.860749185667753,0.88973063973064,0.856060606060606
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54,10, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.52083333 0.46527778 0.50699301 0.47552448 0.52797203],0.494692144373673,0.505307855626327,0.801767676767677,1,1,1,0.512295081967213,0.531914893617021,0.494771006130544,0.51356993736952,0.521186440677966,0.505274071402813,0.803831736776343,0.812289562289562,0.801767676767677
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdn,26,37,63, zones, low_bits_4_shifted_2, svdn,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.59340659 0.69230769 0.56043956 0.55494505 0.53333333],0.483443708609272,0.519867549668874,0.782407407407407,0.969162995594714,0.969162995594714,0.969162995594714,0.493506493506493,0.493506493506493,0.483239733239733,0.501718213058419,0.528985507246377,0.520590314598798,0.781685467816855,0.789544235924933,0.782500577492493
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdne,32,34,66,4, low_bits_4_shifted_2, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.93333333 0.94166667 0.96666667 0.92372881 0.94915254],0.606060606060606,0.595959595959596,0.840725806451613,1,1,1,0.660869565217391,0.745098039215686,0.60171568627451,0.646017699115044,0.752577319587629,0.599060937021537,0.849809885931559,0.899396378269618,0.8406072800439
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,1464,488,488,0.6,0.2,0.2, [0.7585034  0.80272109 0.77739726 0.78424658 0.80479452],0.824561403508772,0.826754385964912,0.851851851851852,0.869858395144976,0.881147540983607,0.868169398907104,0.829059829059829,0.836206896551724,0.824353448275862,0.827886710239651,0.848214285714286,0.827124384236453,0.853941908713693,0.866161616161616,0.851851851851852
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70,6, low_bits_3, svd,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.87244898 0.83673469 0.87755102 0.91237113 0.90206186],0.803076923076923,0.803076923076923,0.869618696186962,0.917322834645669,0.954918032786885,0.913934426229508,0.818181818181818,0.888888888888889,0.803340149965917,0.811764705882353,0.8625,0.803977272727273,0.875878220140515,0.923456790123457,0.869816630355846
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.70338983 0.72033898 0.6779661  0.71551724 0.64655172],0.476923076923077,0.461538461538462,0.787909836065574,1,1,1,0.504854368932039,0.547368421052632,0.478684210526316,0.511627906976744,0.56701030927835,0.462076583210604,0.794438927507448,0.824742268041237,0.788134881474794
ensemble_model_v2_N16_B42_E58_nb_zones_8_lab_svdne,16,42,58, zones, lab, svdne,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.988      0.984      0.98387097 0.98387097 0.99596774],0.814009661835749,0.758454106280193,0.91457528957529,1,1,1,0.830769230769231,0.891509433962264,0.812091350644498,0.776785714285714,0.861386138613861,0.760881748552214,0.917559385188635,0.950772200772201,0.91457528957529
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63,8, low_bits_3, svdn,1206,402,402,0.6,0.2,0.2, [0.57024793 0.64876033 0.57438017 0.60833333 0.59166667],0.604477611940298,0.572139303482587,0.832338308457711,0.995033112582781,0.996683250414594,0.99502487562189,0.624113475177305,0.647058823529412,0.603832442067736,0.592417061611374,0.578703703703704,0.571609916367981,0.835849975645397,0.838709677419355,0.83222211327908
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54,10, low_bits_2, svdne,1428,476,476,0.6,0.2,0.2, [0.81468531 0.81818182 0.78321678 0.82517483 0.79577465],0.774261603375527,0.808016877637131,0.834175084175084,0.866666666666667,0.892156862745098,0.862745098039216,0.790606653620352,0.870689655172414,0.776253918495298,0.827977315689981,0.90495867768595,0.805927614705044,0.843027888446215,0.890572390572391,0.834175084175084
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52,10, low_bits_3, svdne,1470,490,490,0.6,0.2,0.2, [0.78571429 0.78911565 0.83333333 0.7755102  0.79251701],0.781456953642384,0.783664459161148,0.834175084175084,0.870479947403024,0.900680272108843,0.865986394557823,0.779510022271715,0.857843137254902,0.788359319631467,0.800813008130081,0.791164658634538,0.782837231278054,0.839967506092608,0.87037037037037,0.834175084175084
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52,10, low_bits_5, svdne,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.74820144 0.74100719 0.74460432 0.74100719 0.73741007],0.55939524838013,0.511879049676026,0.779360967184801,0.942348754448399,0.952517985611511,0.941726618705036,0.598425196850394,0.697247706422018,0.566991200149785,0.586080586080586,0.661157024793388,0.504786657193074,0.79219194794632,0.843290043290043,0.779526158595926
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54,10, low_bits_3, svdne,1376,458,458,0.600349040139616,0.199825479930192,0.199825479930192, [0.77173913 0.76449275 0.78985507 0.81021898 0.81751825],0.831877729257642,0.814410480349345,0.829406631762653,0.836311651179414,0.850290697674419,0.833575581395349,0.841889117043121,0.864978902953586,0.830679496725662,0.816414686825054,0.859090909090909,0.816100076394194,0.833546189868029,0.855021834061135,0.829428964109905
ensemble_model_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54,10, lab, svdne,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.92715232 0.95666667 0.94666667 0.93666667 0.95333333],0.718535469107551,0.805491990846682,0.894781144781145,0.971583220568336,0.956058588548602,0.972037283621838,0.755467196819086,0.954773869346734,0.737891136354039,0.845173041894353,0.974789915966386,0.788902495671635,0.901185770750988,0.95959595959596,0.894781144781145
svm_model_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58,8, low_bits_5, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.84188034 0.81623932 0.83760684 0.80603448 0.81465517],0.585051546391753,0.572164948453608,0.751287332646756,0.864583333333333,0.854202401372213,0.866209262435678,0.628175519630485,0.712041884816754,0.586985409413453,0.642241379310345,0.719806763285024,0.561560840206048,0.764275256222547,0.798165137614679,0.750799530305778
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52,10, low_bits_6, svdne,1518,506,506,0.6,0.2,0.2, [0.74671053 0.71710526 0.74013158 0.71381579 0.70198675],0.596736596736597,0.603729603729604,0.835016835016835,0.967571144937128,0.963109354413702,0.967720685111989,0.592941176470588,0.580645161290323,0.596926354230067,0.602803738317757,0.608490566037736,0.60378445352578,0.834179357021997,0.82996632996633,0.835016835016835
svm_model_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63,6, low_bits_5, svdne,1046,348,348,0.600459242250287,0.199770378874857,0.199770378874857, [0.87619048 0.85714286 0.8952381  0.87019231 0.91826923],0.600574712643678,0.663793103448276,0.813432835820895,0.932682926829268,0.91395793499044,0.934034416826004,0.6426735218509,0.739644970414201,0.60445935671548,0.70379746835443,0.763736263736264,0.658976565603072,0.820342730790492,0.848970251716247,0.81331001065075
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,540,180,180,0.6,0.2,0.2, [0.88888889 0.90740741 0.92592593 0.93518519 0.85185185],0.511111111111111,0.566666666666667,0.798888888888889,0.97164461247637,0.951851851851852,0.972222222222222,0.584905660377358,0.704545454545455,0.515316205533597,0.663793103448276,0.819148936170213,0.554923305294409,0.813977389516958,0.876106194690265,0.798544168773704
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70,4, low_bits_4, svdn,612,204,204,0.6,0.2,0.2, [0.59677419 0.67213115 0.64754098 0.64754098 0.63934426],0.686274509803922,0.681372549019608,0.829411764705882,0.927302100161551,0.937908496732026,0.926470588235294,0.711711711711712,0.731481481481482,0.683449074074074,0.716157205240175,0.759259259259259,0.67650462962963,0.837383177570093,0.85823754789272,0.828717167520657
svm_model_N32_B34_E66_nb_zones_6_lab_svd,32,34,66,6, lab, svd,930,310,310,0.6,0.2,0.2, [1.         0.99462366 1.         0.97849462 0.99462366],0.67741935483871,0.674193548387097,0.870322580645161,1,1,1,0.732620320855615,0.944827586206896,0.693625914315569,0.745591939546599,0.942675159235669,0.670683984846593,0.881834215167548,0.977835723598436,0.871421054647238
ensemble_model_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63,6, lab, svdne,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.9939759  0.97590361 0.9939759  0.9939759  0.98192771],0.855072463768116,0.833333333333333,0.937771345875543,1,1,1,0.866666666666667,0.89041095890411,0.852897787144362,0.828358208955224,0.853846153846154,0.834457323498419,0.938483547925608,0.949348769898698,0.937771345875543
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63,8, low_bits_4, svd,1304,434,434,0.60036832412523,0.199815837937385,0.199815837937385, [0.83206107 0.82442748 0.83461538 0.78461538 0.81538462],0.649769585253456,0.65668202764977,0.830110497237569,0.948170731707317,0.95398773006135,0.947852760736196,0.644859813084112,0.673170731707317,0.650995846203004,0.684989429175476,0.726457399103139,0.654697893864366,0.833258020786263,0.853703703703704,0.83024013024013
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66,8, low_bits_2, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.82478632 0.78205128 0.81623932 0.80172414 0.75862069],0.814432989690721,0.814432989690721,0.830587023686921,0.849715678310317,0.897084048027444,0.841337907375643,0.81151832460733,0.81151832460733,0.81438860392803,0.806451612903226,0.77720207253886,0.814242061910456,0.834256926952141,0.856256463288521,0.830692334208363
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52,10, low_bits_2, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.82236842 0.86842105 0.80463576 0.83443709 0.82450331],0.788863109048724,0.805104408352668,0.84469696969697,0.874352331606218,0.891677675033025,0.871862615587847,0.797327394209354,0.877450980392157,0.793351040856871,0.822033898305085,0.854625550660793,0.802312775330396,0.850304259634888,0.882154882154882,0.84469696969697
svm_model_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66,4, low_bits_6, svdne,636,212,212,0.6,0.2,0.2, [0.96875    0.953125   0.96875    0.93650794 0.92857143],0.566037735849057,0.622641509433962,0.817924528301887,0.967340590979782,0.977987421383648,0.966981132075471,0.606837606837607,0.696078431372549,0.570766488413547,0.63963963963964,0.731958762886598,0.631196772747647,0.824385805277525,0.876208897485493,0.819319918356006
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54,10, low_bits_6, svdn,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.49285714 0.49285714 0.55357143 0.52857143 0.53571429],0.472103004291845,0.476394849785408,0.789879931389365,1,1,1,0.506024096385542,0.552631578947368,0.473794781070323,0.504065040650407,0.521008403361345,0.475416482382427,0.794979079497908,0.8147512864494,0.789879931389365
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdne,40,0,40,12, low_bits_4_shifted_2, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [1.         1.         1.         0.99717514 1.        ],0.667774086378738,0.654485049833887,0.914141414141414,1,1,1,0.621212121212121,0.557823129251701,0.665275200989487,0.617647058823529,0.545454545454545,0.657081014223871,0.911688311688311,0.886363636363636,0.914141414141414
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66,6, low_bits_4, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.85955056 0.84831461 0.83707865 0.83522727 0.82386364],0.698305084745763,0.657627118644068,0.84349593495935,0.953356086461888,0.945823927765237,0.95372460496614,0.729483282674772,0.774193548387097,0.694239631336406,0.650519031141868,0.746031746031746,0.668873861181553,0.845691382765531,0.874309392265193,0.844069589749618
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_4_shifted_2_svdne,32,34,66, zones, low_bits_4_shifted_2, svdne,710,236,236,0.600676818950931,0.199661590524535,0.199661590524535, [0.95070423 0.95774648 0.92253521 0.92957746 0.92957746],0.648305084745763,0.601694915254237,0.850253807106599,1,1,1,0.698181818181818,0.780487804878049,0.642456291819555,0.649253731343284,0.790909090909091,0.613708513708514,0.858739026336792,0.914965986394558,0.850580636294922
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63,6, low_bits_6, svdne,1082,360,360,0.600443951165372,0.199778024417314,0.199778024417314, [0.91743119 0.90740741 0.85648148 0.89814815 0.90740741],0.591666666666667,0.602777777777778,0.832408435072142,0.988847583643123,0.983364140480592,0.988909426987061,0.649164677804296,0.7953216374269,0.601364522417154,0.674259681093394,0.81767955801105,0.601577209173123,0.843846949327818,0.913773796192609,0.833124521858681
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70,6, low_bits_2, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.7688172  0.7826087  0.80434783 0.79347826 0.81521739],0.833876221498371,0.804560260586319,0.858723958333333,0.887473460721868,0.906724511930586,0.885032537960954,0.821052631578947,0.795918367346939,0.832334183673469,0.808917197452229,0.814102564102564,0.804402275428765,0.859182349123945,0.866492146596859,0.858764208013455
svm_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdne,26,37,63,6, low_bits_4_shifted_2, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.88068182 0.84090909 0.89655172 0.91954023 0.87356322],0.560137457044673,0.608247422680412,0.796703296703297,0.935866983372922,0.901601830663616,0.938215102974828,0.584415584415584,0.604026845637584,0.559055676339919,0.60958904109589,0.640287769784173,0.609617569102613,0.794729542302358,0.790344827586207,0.7966772017548
svm_model_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58,8, low_bits_6, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.87179487 0.82051282 0.7991453  0.80603448 0.85344828],0.59020618556701,0.628865979381443,0.816683831101957,0.954032957502168,0.943396226415094,0.954545454545454,0.637813211845102,0.714285714285714,0.58891369047619,0.678571428571429,0.787564766839378,0.629679819317125,0.825490196078431,0.866255144032922,0.816632726655636
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66,8, low_bits_3, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.81415929 0.77876106 0.77232143 0.79910714 0.79910714],0.86096256684492,0.823529411764706,0.865918803418803,0.883230904302019,0.895017793594306,0.881672597864769,0.868020304568528,0.924324324324324,0.861633061633061,0.842105263157895,0.921465968586387,0.821388721998112,0.871348026652998,0.906183368869936,0.86583258379257
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,570,190,190,0.6,0.2,0.2, [0.64035088 0.68421053 0.71052632 0.60526316 0.66666667],0.578947368421053,0.626315789473684,0.835789473684211,0.991212653778559,0.989473684210526,0.991228070175439,0.540229885057471,0.505376344086022,0.577430440084248,0.635897435897436,0.652631578947368,0.626315789473684,0.833688699360341,0.826638477801268,0.835751104728726
svm_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdne,16,42,58,8, low_bits_4_shifted_2, svdne,1152,384,384,0.6,0.2,0.2, [0.86637931 0.8826087  0.90869565 0.86521739 0.89130435],0.552083333333333,0.619791666666667,0.802083333333333,0.945229681978798,0.928819444444444,0.946180555555556,0.605504587155963,0.647058823529412,0.545751633986928,0.649038461538462,0.699481865284974,0.61937444049589,0.808467741935484,0.824254881808839,0.801778972055423
ensemble_model_v2_N26_B37_E63_nb_zones_6_lab_svdne,26,37,63, zones, lab, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [1. 1. 1. 1. 1.],0.757894736842105,0.782456140350877,0.908134642356241,1,1,1,0.797653958944281,0.951048951048951,0.757214616369546,0.817647058823529,0.958620689655172,0.779310344827586,0.91476903057905,0.981843575418994,0.907823196160201
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,870,290,290,0.6,0.2,0.2, [0.82758621 0.8045977  0.85057471 0.82758621 0.87931034],0.820689655172414,0.8,0.897241379310345,0.955428571428571,0.960919540229885,0.955172413793103,0.788617886178862,0.746153846153846,0.813701923076923,0.8,0.763157894736842,0.801868802440885,0.894401133947555,0.880055788005579,0.897053814875913
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63,6, low_bits_5, svdne,870,290,290,0.6,0.2,0.2, [0.86206897 0.91954023 0.86206897 0.90804598 0.90229885],0.596551724137931,0.610344827586207,0.815862068965517,0.956213017751479,0.928735632183908,0.957471264367816,0.664756446991404,0.743589743589744,0.584481438959051,0.634304207119741,0.753846153846154,0.623798076923077,0.822355289421158,0.857142857142857,0.816088575347835
ensemble_model_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66,4, low_bits_6, svdne,654,218,218,0.6,0.2,0.2, [0.97727273 0.90909091 0.96923077 0.90769231 0.87692308],0.495412844036697,0.577981651376147,0.809174311926605,0.990853658536585,0.99388379204893,0.990825688073394,0.592592592592593,0.769230769230769,0.507422402159244,0.646153846153846,0.792452830188679,0.58372641509434,0.824620573355818,0.910614525139665,0.810641801448675
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63,8, low_bits_2, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.57723577 0.57377049 0.52868852 0.55327869 0.56557377],0.552825552825553,0.594594594594595,0.816797642436149,0.978758169934641,0.980360065466448,0.978723404255319,0.572769953051643,0.542222222222222,0.554078144078144,0.575835475578406,0.571428571428571,0.5937711577522,0.817067189798921,0.807170542635659,0.816931884863646
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.51428571 0.52857143 0.45357143 0.48920863 0.47841727],0.488172043010753,0.475268817204301,0.791917454858126,0.998567335243553,0.998567335243553,0.998567335243553,0.504166666666667,0.528384279475983,0.488768410924432,0.467248908296943,0.467248908296943,0.475149877877285,0.792630676949443,0.800173010380623,0.791966847070653
ensemble_model_N32_B34_E66_nb_zones_6_lab_svd,32,34,66,6, lab, svd,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [1.         1.         1.         0.99484536 0.98969072],0.78328173374613,0.739938080495356,0.90470297029703,1,1,1,0.8,0.903225806451613,0.78792242703533,0.74390243902439,0.877697841726619,0.756783703472005,0.906553398058252,0.958921694480103,0.906581516296204
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66,6, low_bits_5, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.8814433  0.87628866 0.90104167 0.88020833 0.890625  ],0.551401869158878,0.598130841121495,0.799501867995019,0.947368421052632,0.9149377593361,0.949170124481327,0.641791044776119,0.811320754716981,0.553808525506639,0.684596577017115,0.909090909090909,0.610234077299945,0.815154994259472,0.893081761006289,0.800424974214612
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.9125     0.85       0.86708861 0.87974684 0.91139241],0.602272727272727,0.59469696969697,0.835854765506808,0.993694829760404,0.992443324937028,0.993702770780856,0.674922600619195,0.795620437956204,0.59466061267889,0.668730650154799,0.73469387755102,0.57674864817722,0.849200833912439,0.897209985315712,0.833940406074393
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70,4, low_bits_4, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.9765625  0.9609375  0.97619048 0.97619048 0.92063492],0.644549763033175,0.549763033175355,0.838068181818182,0.998420221169036,0.996845425867508,0.998422712933754,0.708171206225681,0.842592592592593,0.639742898238044,0.646840148698885,0.776785714285714,0.534857503607504,0.852459016393443,0.919925512104283,0.836648690541544
ensemble_model_N4_B48_E52_nb_zones_12_lab_svd,4,48,52,12, lab, svd,1812,604,604,0.6,0.2,0.2, [0.94230769 0.92541436 0.93093923 0.95027624 0.94751381],0.673758865248227,0.705673758865248,0.919612794612795,0.991179713340684,0.992273730684327,0.991169977924945,0.717791411042945,0.847826086956522,0.677385265700483,0.749244712990937,0.861111111111111,0.702294685990338,0.922703358963982,0.95959595959596,0.919612794612795
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_shifted_2_svdne,4,48,52, zones, low_bits_4_shifted_2, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.80333333 0.79333333 0.75       0.76510067 0.78187919],0.518181818181818,0.513636363636364,0.777356902356902,0.929500342231348,0.907754010695187,0.931149732620321,0.530973451327434,0.552995391705069,0.518650162220248,0.556016597510373,0.600896860986547,0.51242999731355,0.779123173277662,0.785353535353535,0.777356902356902
ensemble_model_v2_N8_B46_E54_nb_zones_10_lab_svdne,8,46,54, zones, lab, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.95512821 0.97435897 0.95192308 0.97419355 0.97096774],0.707317073170732,0.724390243902439,0.898989898989899,0.995486782720825,0.992287917737789,0.995501285347044,0.72972972972973,0.794117647058823,0.707738435179897,0.742596810933941,0.79126213592233,0.724062440510185,0.90139687756779,0.923400673400673,0.898989898989899
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66,6, low_bits_4, svdne,858,286,286,0.6,0.2,0.2, [0.87790698 0.8255814  0.85465116 0.84883721 0.85294118],0.646853146853147,0.664335664335664,0.862237762237762,1,1,1,0.703812316715542,0.8,0.638970588235294,0.714285714285714,0.789473684210526,0.655930871956009,0.871661237785016,0.915184678522572,0.861025815656136
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58,8, low_bits_5, svdne,1224,408,408,0.6,0.2,0.2, [0.81300813 0.78455285 0.77868852 0.81967213 0.83196721],0.57843137254902,0.549019607843137,0.788235294117647,0.938511326860842,0.947712418300653,0.937908496732026,0.647540983606557,0.714932126696833,0.566022213081037,0.594713656387665,0.695876288659794,0.555882069563542,0.801652892561984,0.850048685491723,0.78780815320983
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40,12, low_bits_6, svdne,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [1.         1.         0.99147727 1.         1.        ],0.649350649350649,0.62987012987013,0.906565656565657,1,1,1,0.568,0.458064516129032,0.650600885515496,0.547619047619048,0.450980392156863,0.628716002530044,0.901856763925729,0.858585858585859,0.906565656565657
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svd,32,34,66,6, low_bits_4_shifted_2, svd,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.91397849 0.91935484 0.93010753 0.88172043 0.94565217],0.614886731391586,0.585760517799353,0.833764553686934,0.989106753812636,0.978448275862069,0.989224137931034,0.704714640198511,0.840236686390533,0.591546914623838,0.664921465968586,0.819354838709677,0.585002094679514,0.849089841456254,0.91751269035533,0.832107268660514
svm_model_N16_B42_E58_nb_zones_10_lab_svd,16,42,58,10, lab, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.98630137 0.96917808 0.97260274 0.96917808 0.9760274 ],0.668122270742358,0.700873362445415,0.878367003367003,1,1,1,0.743243243243243,0.964912280701754,0.669412662090008,0.762564991334489,0.956521739130435,0.699752097635393,0.890072270825409,0.984848484848485,0.878367003367003
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.83453237 0.81654676 0.79496403 0.8381295  0.81294964],0.807775377969762,0.796976241900648,0.840241796200345,0.867281760113556,0.879136690647482,0.865467625899281,0.81947261663286,0.859574468085106,0.806980216498694,0.80168776371308,0.844444444444444,0.798272642390289,0.844276094276094,0.868398268398268,0.840314551942459
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58,10, low_bits_4, svd,1506,502,502,0.6,0.2,0.2, [0.78807947 0.78145695 0.70860927 0.74333333 0.74      ],0.742528735632184,0.744827586206897,0.842592592592593,0.900461437046803,0.907038512616202,0.899734395750332,0.733333333333333,0.736842105263158,0.742314857941313,0.748299319727891,0.730088495575221,0.745427022907228,0.842724978973928,0.843434343434343,0.842592592592592
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.74305556 0.71180556 0.75347222 0.72727273 0.75524476],0.578723404255319,0.546808510638298,0.774410774410774,0.910650464617584,0.887186629526462,0.912952646239554,0.619230769230769,0.649193548387097,0.574596774193548,0.574850299401198,0.648648648648649,0.552146904969486,0.778512396694215,0.792929292929293,0.774410774410774
ensemble_model_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdne,26,37,63,6, low_bits_4_shifted_2, svdne,942,314,314,0.6,0.2,0.2, [0.87368421 0.90425532 0.89361702 0.92553191 0.91489362],0.56687898089172,0.573248407643312,0.825477707006369,0.995744680851064,0.993630573248407,0.995753715498938,0.624309392265193,0.738562091503268,0.571144399788901,0.647368421052631,0.745454545454545,0.564002440512508,0.837098692033294,0.892268694550063,0.825135627684763
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.79391892 0.83445946 0.84353741 0.75510204 0.79931973],0.784922394678492,0.778270509977827,0.840488215488215,0.876860622462788,0.879240162822252,0.876526458616011,0.808678500986193,0.899122807017544,0.783642120997561,0.794238683127572,0.865470852017937,0.779226654079144,0.846620801295022,0.88047138047138,0.840488215488215
ensemble_model_v2_N32_B34_E66_nb_zones_4_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.91428571 0.94285714 0.91428571 0.92857143 0.97142857],0.536480686695279,0.652360515021459,0.830188679245283,0.987087517934003,0.982857142857143,0.987142857142857,0.590909090909091,0.661016949152542,0.534856300663228,0.679841897233202,0.796296296296296,0.662148148148148,0.836902800658979,0.881944444444444,0.830802730696798
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,1128,376,376,0.6,0.2,0.2, [0.80088496 0.80530973 0.79646018 0.78761062 0.85267857],0.715425531914894,0.678191489361702,0.844148936170213,0.942324755989352,0.941489361702128,0.942375886524823,0.708446866485014,0.722222222222222,0.715702947845805,0.68241469816273,0.68421052631579,0.678126768534239,0.843733333333333,0.846895074946467,0.844166353540886
ensemble_model_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52,10, low_bits_4, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.67218543 0.74503311 0.74503311 0.72516556 0.69333333],0.767281105990783,0.728110599078341,0.796717171717172,0.830985915492958,0.860742705570292,0.824933687002652,0.780911062906724,0.861244019138756,0.770622009569378,0.756198347107438,0.813333333333333,0.724848484848485,0.807339449541284,0.851851851851852,0.796717171717172
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.82792208 0.8538961  0.87662338 0.83441558 0.83986928],0.77326968973747,0.763723150357995,0.837121212121212,0.878079595704359,0.903771131339402,0.874512353706112,0.775413711583924,0.788461538461538,0.773377688662049,0.769230769230769,0.781990521327014,0.763591414509661,0.841067761806981,0.861952861952862,0.837121212121212
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.87628866 0.90104167 0.890625   0.82291667 0.86979167],0.796875,0.7875,0.875780274656679,0.931818181818182,0.937629937629938,0.931392931392931,0.816901408450704,0.935483870967742,0.801075268817204,0.814207650273224,0.886904761904762,0.782268170426065,0.882178804026051,0.926616915422886,0.875589159465829
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,864,288,288,0.6,0.2,0.2, [0.86206897 0.86781609 0.86046512 0.84302326 0.85465116],0.604166666666667,0.628472222222222,0.827083333333333,0.967136150234741,0.953703703703704,0.967592592592593,0.670520231213873,0.822695035460993,0.608626429295122,0.701949860724234,0.828947368421053,0.616679566563467,0.840077071290944,0.902068965517241,0.826558958283096
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70,4, low_bits_4, svdne,642,214,214,0.6,0.2,0.2, [0.9       0.890625  0.8984375 0.9296875 0.875    ],0.658878504672897,0.668224299065421,0.85981308411215,0.990740740740741,1,0.990654205607477,0.715953307392996,0.786324786324786,0.645739712750022,0.705394190871369,0.752212389380531,0.663234907561553,0.869109947643979,0.903811252268603,0.858456685864552
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.803125 0.8      0.803125 0.778125 0.78125 ],0.569587628865979,0.564432989690722,0.823232323232323,0.945876288659794,0.9175,0.9475,0.646934460887949,0.784615384615385,0.568473495416501,0.641188959660297,0.782383419689119,0.565550684203534,0.831730769230769,0.873737373737374,0.823232323232323
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.5875     0.51666667 0.57916667 0.575      0.53333333],0.535,0.5675,0.7905,0.94991652754591,0.948333333333333,0.95,0.537313432835821,0.521739130434783,0.535480964181122,0.559796437659033,0.582010582010582,0.568256475839414,0.789764174611139,0.790160642570281,0.790498647978368
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58,8, low_bits_6, svdne,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.87711864 0.91025641 0.86752137 0.87606838 0.88034188],0.530769230769231,0.558974358974359,0.809426229508197,0.985531914893617,0.988054607508532,0.985494880546075,0.586907449209932,0.722222222222222,0.544444444444444,0.621145374449339,0.719387755102041,0.558147485798443,0.82046332046332,0.883575883575884,0.81047481047481
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,1594,531,531,0.600150602409639,0.199924698795181,0.199924698795181, [0.8        0.75625    0.81761006 0.75471698 0.77672956],0.797953964194373,0.792838874680307,0.852693602693603,0.884287454323995,0.910915934755332,0.880803011292346,0.801007556675063,0.850267379679144,0.800133689839572,0.806682577565632,0.82843137254902,0.791221033868093,0.857607811228641,0.887205387205387,0.852693602693603
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66,6, low_bits_5, svd,810,270,270,0.6,0.2,0.2, [0.90740741 0.91975309 0.91975309 0.94444444 0.94444444],0.585185185185185,0.603703703703704,0.837777777777778,1,1,1,0.65,0.712328767123288,0.573906319045515,0.670769230769231,0.801470588235294,0.60222783143108,0.849484536082474,0.899563318777293,0.836659487442945
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svd,32,34,66, zones, lab, svd,894,298,298,0.6,0.2,0.2, [1.         0.98888889 0.99438202 0.98876404 0.99438202],0.778523489932886,0.771812080536913,0.910067114093959,1,1,1,0.798780487804878,0.885135135135135,0.779234234234234,0.795180722891566,0.885906040268456,0.771812080536913,0.913770913770914,0.954301075268817,0.910126408948082
svm_model_N26_B37_E63_nb_zones_8_lab_svd,26,37,63,8, lab, svd,1128,376,376,0.6,0.2,0.2, [1.         1.         0.98230088 1.         0.99553571],0.694148936170213,0.688829787234043,0.876595744680851,1,1,1,0.731934731934732,0.805128205128205,0.689856920243661,0.738255033557047,0.863874345549738,0.685991226828923,0.884231536926148,0.932631578947368,0.875993208828523
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdn,8,46,54, zones, low_bits_4_shifted_2, svdn,1404,468,468,0.6,0.2,0.2, [0.5177305  0.5070922  0.50357143 0.49285714 0.46428571],0.510683760683761,0.532051282051282,0.806837606837607,0.997150997150997,0.997150997150997,0.997150997150997,0.509635974304069,0.50210970464135,0.510795112060935,0.526997840172786,0.528138528138528,0.532001753520741,0.806341045415596,0.804273504273504,0.806837606837607
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70,6, low_bits_3, svdn,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.7688172  0.79032258 0.72043011 0.71195652 0.76086957],0.642857142857143,0.672077922077922,0.714007782101167,0.758403361344538,0.779697624190065,0.751619870410367,0.647435897435897,0.721428571428571,0.649404761904762,0.67524115755627,0.704697986577181,0.673103710269723,0.72,0.753989361702128,0.714969364395368
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,1536,512,512,0.6,0.2,0.2, [0.5        0.55844156 0.54545455 0.48039216 0.46732026],0.516666666666667,0.485714285714286,0.821127946127946,0.99609375,0.99609375,0.99609375,0.526806526806527,0.52803738317757,0.516445876054804,0.495327102803738,0.514563106796116,0.486253516014881,0.822398662766402,0.828282828282828,0.821127946127946
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,1506,502,502,0.6,0.2,0.2, [0.81125828 0.81456954 0.80463576 0.81333333 0.79333333],0.820689655172414,0.811494252873563,0.848484848484848,0.872611464968153,0.909694555112882,0.867197875166002,0.823529411764706,0.834862385321101,0.820656999112163,0.816143497757848,0.838709677419355,0.811556673572063,0.853539462978031,0.882996632996633,0.848484848484848
ensemble_model_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdne,16,42,58,8, low_bits_4_shifted_2, svdne,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.84765625 0.859375   0.82421875 0.86220472 0.81496063],0.644705882352941,0.658823529411765,0.841486359360301,0.96696212731668,0.940438871473354,0.967868338557994,0.637889688249401,0.678571428571429,0.647145976294448,0.672686230248307,0.699530516431925,0.658727522366906,0.839600190385531,0.842406876790831,0.841500009294396
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,606,202,202,0.6,0.2,0.2, [0.92622951 0.89344262 0.86885246 0.85       0.875     ],0.702970297029703,0.693069306930693,0.879207920792079,1,1,1,0.690721649484536,0.712765957446808,0.703605200945627,0.735042735042735,0.803738317757009,0.686079685194294,0.882011605415861,0.904761904761905,0.879258422736683
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,972,324,324,0.6,0.2,0.2, [0.89285714 0.8814433  0.87628866 0.89690722 0.88659794],0.666666666666667,0.648148148148148,0.841975308641975,0.964583333333333,0.952674897119342,0.965020576131687,0.691428571428571,0.761006289308176,0.668381932532876,0.645962732919255,0.702702702702703,0.652487714987715,0.843137254901961,0.867591424968474,0.842501879352435
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58,10, low_bits_3, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.5472973  0.52027027 0.53716216 0.5472973  0.4829932 ],0.523385300668152,0.552338530066815,0.537457912457912,0.516265912305516,0.493910690121786,0.537212449255751,0.485576923076923,0.461187214611872,0.521897955132023,0.524822695035461,0.482608695652174,0.554089735953941,0.512205947625388,0.485690235690236,0.537457912457912
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.81300813 0.82113821 0.83739837 0.84016393 0.81967213],0.818627450980392,0.772058823529412,0.861410381978452,0.903171953255426,0.882544861337684,0.905383360522023,0.815,0.783653846153846,0.819326923076923,0.740947075208914,0.7,0.76743119266055,0.85539090444558,0.827893175074184,0.861085287828072
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66,8, low_bits_2, svd,1398,466,466,0.6,0.2,0.2, [0.83928571 0.82857143 0.83571429 0.85357143 0.82374101],0.778969957081545,0.796137339055794,0.847210300429184,0.890581717451524,0.919885550786838,0.886981402002861,0.788501026694045,0.8,0.778318584070796,0.796573875802998,0.819383259911894,0.796720918658876,0.851542952460384,0.875643224699828,0.847185873518299
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.52413793 0.52068966 0.47916667 0.48611111 0.51388889],0.493562231759657,0.493562231759657,0.7996632996633,0.997229916897507,0.997229916897507,0.997229916897507,0.491379310344828,0.497816593886463,0.493634035339856,0.506276150627615,0.510548523206751,0.493265527978921,0.800502933780386,0.803872053872054,0.7996632996633
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66,6, low_bits_6, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.96590909 0.97727273 0.94886364 0.92613636 0.9375    ],0.617747440273037,0.57679180887372,0.83356070941337,0.990970654627539,0.997727272727273,0.990909090909091,0.724137931034483,0.930379746835443,0.591115799343647,0.668449197860963,0.932835820895522,0.604782690321975,0.853541416566627,0.971311475409836,0.833748380756689
ensemble_model_v2_N26_B37_E63_nb_zones_6_low_bits_4_shifted_2_svdne,26,37,63, zones, low_bits_4_shifted_2, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.93157895 0.93157895 0.93684211 0.93684211 0.94210526],0.598101265822785,0.613924050632911,0.84070796460177,0.996838777660696,0.995789473684211,0.996842105263158,0.591639871382637,0.621621621621622,0.599501287001287,0.590604026845637,0.567741935483871,0.613063514325787,0.838254172015404,0.839331619537275,0.84068571026615
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svd,32,34,66,6, low_bits_4_shifted_2, svd,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.93       0.90909091 0.95454545 0.94444444 0.9040404 ],0.609090909090909,0.578787878787879,0.835956416464891,0.996966632962588,0.993951612903226,0.996975806451613,0.646575342465753,0.719512195121951,0.609756097560976,0.63129973474801,0.7,0.575,0.843443096476025,0.879518072289157,0.835744437604432
ensemble_model_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40,12, lab, svdne,1824,608,608,0.6,0.2,0.2, [1.         0.99726776 1.         1.         1.        ],0.568840579710145,0.648550724637681,0.909090909090909,1,1,1,0.540540540540541,0.507246376811594,0.568840579710145,0.625482625482625,0.58695652173913,0.648550724637681,0.907771135781383,0.894781144781145,0.909090909090909
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54,10, low_bits_4, svdne,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.74452555 0.74452555 0.7810219  0.75547445 0.70437956],0.721491228070175,0.728070175438597,0.751095530236635,0.78031878031878,0.821897810218978,0.768613138686131,0.746506986027944,0.806034482758621,0.719981527093596,0.75,0.826666666666667,0.729350649350649,0.767213114754098,0.819614711033275,0.751035425692076
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63,8, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.90756303 0.8907563  0.89915966 0.89915966 0.91101695],0.621212121212121,0.583333333333333,0.834848484848485,0.98993288590604,0.993265993265993,0.98989898989899,0.711538461538462,0.925,0.618112244897959,0.688090737240076,0.900990099009901,0.576783709298765,0.854082998661312,0.960843373493976,0.834080223332354
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.83333333 0.85714286 0.87394958 0.80672269 0.86554622],0.531486146095718,0.556675062972292,0.786002014098691,0.946382978723404,0.932885906040268,0.947147651006711,0.618852459016393,0.762626262626263,0.532066900157352,0.642276422764228,0.763285024154589,0.547431985761505,0.802784222737819,0.864135864135864,0.785367424453719
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.6036036  0.53181818 0.53181818 0.53181818 0.6       ],0.53133514986376,0.501362397820163,0.794117647058823,0.979185520361991,0.981851179673321,0.97912885662432,0.549738219895288,0.570652173913043,0.531227726300784,0.495867768595041,0.494505494505494,0.501306801306801,0.795675675675676,0.802617230098146,0.794126895789008
ensemble_model_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40,12, low_bits_5, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.99441341 0.9972067  1.         0.99719101 1.        ],0.593220338983051,0.566101694915254,0.895622895622896,1,1,1,0.591836734693878,0.587837837837838,0.593238646810075,0.581699346405229,0.605442176870748,0.566234601948888,0.896060352053646,0.89983164983165,0.895622895622896
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.8902439  0.91358025 0.89506173 0.90740741 0.82098765],0.577777777777778,0.585185185185185,0.832840236686391,1,1,1,0.614864864864865,0.716535433070866,0.58554044380816,0.624161073825503,0.704545454545455,0.587779973649539,0.839260312944523,0.887218045112782,0.833710914841689
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70,6, low_bits_2, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.59659091 0.59090909 0.625      0.625      0.65909091],0.617747440273037,0.587030716723549,0.731241473396999,0.827807486631016,0.879545454545455,0.817045454545454,0.621621621621622,0.63448275862069,0.61791705498602,0.592592592592593,0.611111111111111,0.587434750186428,0.742146596858639,0.777777777777778,0.731494044926881
svm_model_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66,6, lab, svdn,888,296,296,0.6,0.2,0.2, [0.91573034 0.90449438 0.90449438 0.91573034 0.92613636],0.560810810810811,0.533783783783784,0.818918918918919,1,1,1,0.671717171717172,0.93006993006993,0.572878102289867,0.661764705882353,0.9,0.528767123287671,0.84160756501182,0.966078697421981,0.819513103758097
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63,8, low_bits_5, svd,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.88495575 0.89380531 0.8539823  0.875      0.87053571],0.616,0.64,0.83955223880597,0.980322003577818,0.97335701598579,0.980461811722913,0.67420814479638,0.827777777777778,0.624145299145299,0.719334719334719,0.835748792270531,0.617279158040028,0.852523272905438,0.91578947368421,0.83856428327839
svm_model_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63,8, low_bits_3, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.84710744 0.87603306 0.81818182 0.88016529 0.85950413],0.786600496277916,0.796526054590571,0.840277777777778,0.875202593192869,0.892561983471074,0.872727272727273,0.7981220657277,0.918918918918919,0.796615422762212,0.821739130434782,0.859090909090909,0.790201192250373,0.84811320754717,0.89009900990099,0.840178729602582
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70,6, low_bits_4, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.88235294 0.85714286 0.8452381  0.85119048 0.91071429],0.653571428571429,0.632142857142857,0.844507845934379,0.978520286396181,0.973871733966746,0.978622327790974,0.694006309148265,0.774647887323944,0.65181669728516,0.653198653198653,0.751937984496124,0.640869654499718,0.849862258953168,0.891618497109826,0.845105023202801
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,1212,404,404,0.6,0.2,0.2, [0.84016393 0.8553719  0.85950413 0.81818182 0.85950413],0.616336633663366,0.673267326732673,0.844554455445545,0.977443609022556,0.965346534653465,0.977722772277228,0.665226781857451,0.743961352657005,0.613097427597538,0.709251101321586,0.76303317535545,0.669081354517104,0.851466414380322,0.87890625,0.844071598895582
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66,6, low_bits_6, svd,776,258,258,0.60061919504644,0.19969040247678,0.19969040247678, [0.96794872 0.97435897 0.97435897 0.98051948 0.94155844],0.631782945736434,0.546511627906977,0.83359133126935,0.996129032258064,0.994845360824742,0.996134020618557,0.68013468013468,0.841666666666667,0.645471014492754,0.618892508143323,0.766129032258065,0.554706307173808,0.844089920232052,0.920886075949367,0.835443037974684
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70,6, low_bits_3, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.73076923 0.71428571 0.73626374 0.6978022  0.69230769],0.686468646864686,0.68976897689769,0.811345646437995,0.895135135135135,0.90989010989011,0.893406593406593,0.688524590163934,0.755395683453237,0.691722231970521,0.720238095238095,0.724550898203593,0.685804860866502,0.817369093231162,0.840998685939553,0.811227819790969
ensemble_model_N26_B37_E63_nb_zones_8_lab_svd,26,37,63,8, lab, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.96521739 0.96521739 0.99130435 0.96086957 0.98684211],0.761780104712042,0.808900523560209,0.913702928870293,0.999128160418483,0.998257839721254,0.999128919860627,0.79080459770115,0.950276243093923,0.771158022044474,0.826603325415677,0.925531914893617,0.810704101776705,0.91762356465302,0.974549310710498,0.914519237398593
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svd,4,48,52, zones, lab, svd,1886,628,628,0.600254614894971,0.199872692552514,0.199872692552514, [0.92328042 0.9047619  0.91534392 0.89893617 0.89361702],0.759183673469388,0.751020408163265,0.930976430976431,0.976520811099253,0.970307529162248,0.976670201484624,0.787003610108303,0.886178861788618,0.758663201386112,0.773234200743494,0.852459016393443,0.751432760229242,0.932231404958678,0.94949494949495,0.930976430976431
svm_model_N8_B46_E54_nb_zones_12_lab_svd,8,46,54,12, lab, svd,1806,602,602,0.6,0.2,0.2, [0.9558011  0.9558011  0.93646409 0.95       0.94444444],0.631578947368421,0.617543859649123,0.894781144781145,0.979977753058954,0.975636766334441,0.980066445182724,0.718498659517426,0.917808219178082,0.624371735488322,0.706199460916442,0.942446043165467,0.62533261062383,0.901652242328875,0.964646464646465,0.894781144781145
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63,8, low_bits_4, svdn,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.57894737 0.54867257 0.57522124 0.61504425 0.55309735],0.628647214854111,0.541114058355438,0.596500530222694,0.61839863713799,0.641342756183746,0.604240282685512,0.648241206030151,0.686170212765957,0.628799392097264,0.557544757033248,0.567708333333333,0.540610923423423,0.612328069281712,0.635306553911205,0.596376681210922
ensemble_model_N16_B42_E58_nb_zones_10_lab_svd,16,42,58,10, lab, svd,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.97077922 0.96753247 0.95424837 0.97712418 0.96078431],0.821852731591449,0.805225653206651,0.933922558922559,1,1,1,0.839400428265525,0.96078431372549,0.826014276678413,0.830578512396694,0.926267281105991,0.801368934670642,0.93682092555332,0.97979797979798,0.933922558922559
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.76369863 0.78082192 0.77739726 0.79655172 0.75517241],0.676086956521739,0.673913043478261,0.821969696969697,0.913528591352859,0.899725274725275,0.914835164835165,0.680942184154176,0.691304347826087,0.676086956521739,0.683544303797468,0.704347826086957,0.673913043478261,0.821894736842105,0.821548821548821,0.821969696969697
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svd,32,34,66, zones, low_bits_4_shifted_2, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.97191011 0.88764045 0.91011236 0.9375     0.93181818],0.586440677966102,0.589830508474576,0.834010840108401,0.997742663656885,0.997742663656885,0.997742663656885,0.603896103896104,0.624161073825503,0.586053139652478,0.60327868852459,0.63013698630137,0.590236278385584,0.836557705136758,0.849593495934959,0.834010840108401
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svd,4,48,52,12, low_bits_4_shifted_2, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.75977654 0.74022346 0.78089888 0.70224719 0.78651685],0.537162162162162,0.587837837837838,0.738215488215488,0.781719783523752,0.728699551569507,0.79652466367713,0.550819672131147,0.571428571428571,0.537392138063279,0.593333333333333,0.597315436241611,0.587773364379309,0.725749559082893,0.692760942760943,0.738215488215488
svm_model_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54,10, low_bits_5, svdne,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.74825175 0.74125874 0.74647887 0.76760563 0.72535211],0.516877637130802,0.518987341772152,0.688026981450253,0.794181818181818,0.76685393258427,0.80126404494382,0.515856236786469,0.525862068965517,0.517063265887717,0.532786885245902,0.537190082644628,0.518595041322314,0.683219178082192,0.672849915682968,0.688026981450253
svm_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdne,8,46,54,10, low_bits_4_shifted_2, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.77777778 0.74183007 0.83006536 0.76315789 0.8125    ],0.628235294117647,0.614117647058823,0.763047138047138,0.832986832986833,0.787680209698558,0.842070773263434,0.635944700460829,0.660287081339713,0.628754651780968,0.633928571428571,0.657407407407407,0.613392698919015,0.757849462365591,0.741582491582492,0.763047138047138
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63,8, low_bits_6, svd,1046,348,348,0.600459242250287,0.199770378874857,0.199770378874857, [0.88571429 0.93333333 0.88095238 0.87980769 0.83653846],0.594827586206897,0.623563218390805,0.836394948335247,0.987583572110793,0.988527724665392,0.987571701720841,0.666666666666667,0.829411764705882,0.600099140779908,0.694638694638695,0.85632183908046,0.623563218390805,0.849921011058452,0.930795847750865,0.836826495304004
ensemble_model_v2_N4_B48_E52_nb_zones_10_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.77631579 0.72697368 0.74671053 0.72516556 0.75496689],0.716279069767442,0.672093023255814,0.80513468013468,0.864864864864865,0.844327176781003,0.868073878627968,0.753036437246964,0.861111111111111,0.715602284527518,0.700636942675159,0.771028037383178,0.672551055728626,0.810633946830266,0.834175084175084,0.80513468013468
ensemble_model_v2_N16_B42_E58_nb_zones_8_low_bits_4_shifted_2_svdne,16,42,58, zones, low_bits_4_shifted_2, svdne,1316,438,438,0.60036496350365,0.199817518248175,0.199817518248175, [0.87121212 0.87121212 0.86742424 0.85114504 0.86259542],0.595890410958904,0.621004566210046,0.83257299270073,0.98151001540832,0.968085106382979,0.981762917933131,0.616052060737527,0.645454545454546,0.595663052543786,0.626126126126126,0.658767772511848,0.622335428106144,0.833408987743985,0.84297520661157,0.832639008564171
ensemble_model_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66,6, lab, svdn,882,294,294,0.6,0.2,0.2, [0.93820225 0.90340909 0.94886364 0.93181818 0.91477273],0.537414965986395,0.568027210884354,0.82108843537415,1,1,1,0.673076923076923,0.89171974522293,0.511553303268399,0.680100755667506,0.876623376623376,0.552597402597403,0.844837758112094,0.952127659574468,0.817985835358265
svm_model_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63,8, low_bits_2, svdne,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.8553719  0.85950413 0.82231405 0.8553719  0.8375    ],0.743781094527363,0.743781094527363,0.806163021868787,0.84793388429752,0.849337748344371,0.847682119205298,0.767494356659142,0.904255319148936,0.753529528733347,0.780383795309168,0.859154929577465,0.736455771667039,0.816211121583412,0.861691542288557,0.806218164391548
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svd,26,37,63,8, low_bits_4_shifted_2, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.90983607 0.91803279 0.90163934 0.89256198 0.88429752],0.506172839506173,0.57037037037037,0.813919052319842,0.997526793075021,0.995065789473684,0.997532894736842,0.595141700404858,0.794594594594595,0.529115479115479,0.688172043010753,0.872727272727273,0.541769041769042,0.83355408388521,0.931885488647582,0.813919052319842
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_4_shifted_2_svdne,40,0,40, zones, low_bits_4_shifted_2, svdne,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.98876404 1.         1.         1.         1.        ],0.668896321070234,0.712374581939799,0.922138047138047,1,1,1,0.65979381443299,0.711111111111111,0.672628726287263,0.747058823529412,0.774390243902439,0.705713640469738,0.923204649232046,0.936026936026936,0.922138047138047
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52,12, low_bits_6, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.74444444 0.75       0.76388889 0.74444444 0.77653631],0.546712802768166,0.550173010380623,0.744949494949495,0.807799442896936,0.806451612903226,0.808120133481646,0.586750788643533,0.636986301369863,0.545765877957659,0.59375,0.664335664335664,0.551345914359613,0.750822368421053,0.768518518518518,0.744949494949495
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54,12, low_bits_3, svd,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.84210526 0.80116959 0.78362573 0.84210526 0.78823529],0.81437125748503,0.811377245508982,0.816077441077441,0.816470588235294,0.812646370023419,0.817330210772834,0.810975609756098,0.858064516129032,0.817300414489097,0.826446280991735,0.837988826815642,0.809316994052982,0.817231283981598,0.822390572390572,0.816077441077441
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66,8, low_bits_4, svd,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.83870968 0.84677419 0.8495935  0.84146341 0.85365854],0.652068126520681,0.661800486618005,0.825875486381323,0.937908496732026,0.93030794165316,0.938411669367909,0.672768878718535,0.7,0.650995024875622,0.675990675990676,0.697115384615385,0.661365574081091,0.828708133971292,0.836714975845411,0.82580117058676
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52,12, low_bits_5, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.66388889 0.70555556 0.7        0.69553073 0.71787709],0.551724137931034,0.617241379310345,0.707070707070707,0.759131815775543,0.798440979955457,0.746659242761693,0.613095238095238,0.695945945945946,0.548677198325086,0.658461538461538,0.753521126760563,0.620003806623525,0.727058823529412,0.78030303030303,0.707070707070707
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66,6, low_bits_5, svdn,942,314,314,0.6,0.2,0.2, [0.61578947 0.58510638 0.60106383 0.53191489 0.60106383],0.614649681528662,0.576433121019108,0.757324840764331,0.867570385818561,0.883227176220807,0.865180467091295,0.584192439862543,0.570469798657718,0.612507626601586,0.56957928802589,0.582781456953642,0.576666802096453,0.755612572161642,0.763942931258106,0.757440802299892
svm_model_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54,10, low_bits_6, svdne,1482,494,494,0.6,0.2,0.2, [0.82885906 0.7972973  0.84121622 0.83445946 0.80067568],0.51006711409396,0.496644295302013,0.743265993265993,0.887837837837838,0.88663967611336,0.887989203778677,0.522875816993464,0.560747663551402,0.512133488428062,0.545454545454546,0.579399141630901,0.492970598852834,0.749383730484799,0.767676767676768,0.743265993265993
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54,12, low_bits_2, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.79651163 0.80409357 0.83040936 0.81578947 0.80701754],0.858433734939759,0.795180722891566,0.837962962962963,0.846765039727582,0.871495327102804,0.842289719626168,0.86217008797654,0.864705882352941,0.858278867102396,0.795180722891566,0.814814814814815,0.795642701525055,0.841889117043121,0.862794612794613,0.837962962962963
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58,10, low_bits_2, svdn,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.49328859 0.53355705 0.4966443  0.54697987 0.57718121],0.532731376975169,0.492099322799097,0.574074074074074,0.558599695585997,0.49261744966443,0.610738255033557,0.432876712328767,0.355855855855856,0.53313154783743,0.406332453825857,0.34841628959276,0.491775712363948,0.508260447035957,0.44023569023569,0.574074074074074
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70,6, low_bits_2, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.65116279 0.65697674 0.64534884 0.61176471 0.67647059],0.63859649122807,0.63859649122807,0.855539971949509,1,1,1,0.670926517571885,0.673076923076923,0.634988073941562,0.653198653198653,0.692857142857143,0.639532019704433,0.859481582537517,0.870165745856354,0.855310793156097
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.796875   0.78515625 0.8125     0.83464567 0.78740157],0.774117647058824,0.762352941176471,0.851834430856068,0.908527131782945,0.918495297805643,0.907523510971787,0.764705882352941,0.715596330275229,0.77567256127288,0.763466042154567,0.761682242990654,0.762357709173052,0.851764705882353,0.845794392523364,0.851874468988955
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70,6, low_bits_4, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.86363636 0.85795455 0.85057471 0.81609195 0.84482759],0.65979381443299,0.632302405498282,0.850961538461538,0.987399770904926,0.986270022883295,0.987414187643021,0.704477611940298,0.819444444444444,0.661422902494331,0.666666666666667,0.786764705882353,0.64176944971537,0.858077174623937,0.914923291492329,0.851913607857125
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63,8, low_bits_3, svdne,1152,384,384,0.6,0.2,0.2, [0.82758621 0.77826087 0.8173913  0.78695652 0.82173913],0.828125,0.838541666666667,0.853125,0.872305140961858,0.913194444444444,0.866319444444444,0.842857142857143,0.867647058823529,0.825490196078431,0.830601092896175,0.883720930232558,0.842803861342694,0.858433734939759,0.898109243697479,0.85349677060907
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54,10, low_bits_4, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.81045752 0.83660131 0.80065359 0.78618421 0.8125    ],0.609411764705882,0.614117647058823,0.78956228956229,0.889322916666667,0.895150720838794,0.888597640891219,0.658436213991769,0.754716981132076,0.609752856763221,0.645021645021645,0.699530516431925,0.613916201612189,0.798711755233494,0.835016835016835,0.78956228956229
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.85263158 0.88947368 0.92631579 0.9        0.92021277],0.588607594936709,0.579113924050633,0.833544303797468,1,1,1,0.666666666666667,0.792682926829268,0.580551989730424,0.641509433962264,0.788079470198676,0.587979129038732,0.84610883557636,0.916349809885932,0.833648988381651
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63,8, low_bits_5, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.86521739 0.87826087 0.8        0.8826087  0.8       ],0.631853785900783,0.621409921671018,0.826200417536534,0.958517210944395,0.944347826086957,0.959130434782609,0.666666666666667,0.766304347826087,0.636921018134149,0.640198511166253,0.720670391061452,0.627492058275824,0.830015313935682,0.866737739872068,0.827029401633376
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.69101124 0.73033708 0.69662921 0.71910112 0.69101124],0.72972972972973,0.631756756756757,0.822537112010796,0.915525114155251,0.901123595505618,0.91685393258427,0.745222929936306,0.754838709677419,0.728483184625944,0.620209059233449,0.684615384615385,0.637488415199259,0.821936357481381,0.831506849315069,0.822668318274556
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svd,26,37,63, zones, lab, svd,1116,372,372,0.6,0.2,0.2, [0.98660714 0.95535714 0.96875    0.97747748 0.98198198],0.793010752688172,0.811827956989247,0.920967741935484,1,1,1,0.816229116945107,0.955307262569832,0.798897154600978,0.836448598130841,0.978142076502732,0.814467863648192,0.925114620478859,0.98695652173913,0.921669750231267
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svd,40,30,70,4, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.93442623 0.97540984 0.98333333 0.975      0.95      ],0.517412935323383,0.45771144278607,0.788270377733598,0.988352745424293,0.983443708609271,0.98841059602649,0.607287449392713,0.757575757575758,0.520944741532977,0.543933054393306,0.714285714285714,0.47987012987013,0.804047838086477,0.888211382113821,0.790409193002436
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdn,32,34,66,6, low_bits_4_shifted_2, svdn,858,286,286,0.6,0.2,0.2, [0.61627907 0.65116279 0.64534884 0.64534884 0.60588235],0.552447552447552,0.465034965034965,0.755244755244755,0.921501706484642,0.944055944055944,0.91958041958042,0.558620689655172,0.58273381294964,0.553271668379582,0.48135593220339,0.533834586466165,0.46953167231805,0.760928961748634,0.794579172610556,0.756000148719544
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_6_svdne,40,0,40, zones, low_bits_6, svdne,1676,558,558,0.600286532951289,0.199856733524355,0.199856733524355, [1.         1.         0.99702381 1.         1.        ],0.711428571428571,0.691428571428571,0.912037037037037,1,1,1,0.761229314420804,0.914772727272727,0.710259926854755,0.747663551401869,0.919540229885058,0.692724660397074,0.917293233082707,0.975589225589225,0.912037037037037
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58,10, low_bits_5, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.79084967 0.83986928 0.80718954 0.83223684 0.85855263],0.607058823529412,0.571764705882353,0.830387205387205,0.964238410596026,0.954128440366972,0.964613368283093,0.695810564663024,0.841409691629956,0.589896765006897,0.636,0.803030303030303,0.586537177946869,0.842516608050019,0.907407407407407,0.830387205387205
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66,8, low_bits_3, svdn,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.62692308 0.59615385 0.60769231 0.62307692 0.65384615],0.609699769053118,0.621247113163972,0.620498614958449,0.633707865168539,0.650769230769231,0.623846153846154,0.609699769053118,0.608294930875576,0.609703020993344,0.625570776255708,0.628440366972477,0.621196927672285,0.627379873073436,0.63778801843318,0.620466627162936
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svd,16,42,58, zones, lab, svd,1398,466,466,0.6,0.2,0.2, [0.94642857 0.97142857 0.95714286 0.975      0.97122302],0.761802575107296,0.783261802575107,0.905150214592275,0.993520518358531,0.987124463519313,0.993562231759657,0.788571428571429,0.915929203539823,0.766297935103245,0.805394990366089,0.893162393162393,0.782788093132921,0.909165639128648,0.954270923209664,0.905401900545908
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52,12, low_bits_3, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.84078212 0.77653631 0.8575419  0.82022472 0.78089888],0.76271186440678,0.766101694915254,0.805976430976431,0.825568797399783,0.853303471444569,0.819708846584546,0.744525547445255,0.698630136986301,0.7620667463455,0.754448398576512,0.711409395973154,0.766663602096166,0.807996668054977,0.816498316498316,0.805976430976431
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svdn,32,34,66, zones, lab, svdn,912,304,304,0.6,0.2,0.2, [0.90217391 0.88461538 0.84065934 0.86813187 0.8956044 ],0.542763157894737,0.572368421052632,0.81578947368421,0.988056460369164,0.99780701754386,0.987938596491228,0.62125340599455,0.735483870967742,0.538882875081186,0.628571428571429,0.723684210526316,0.572368421052632,0.829059829059829,0.889908256880734,0.815495740065202
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58,10, low_bits_6, svd,1464,488,488,0.6,0.2,0.2, [0.8707483  0.84353741 0.84931507 0.86986301 0.86643836],0.56359649122807,0.56359649122807,0.791245791245791,0.930790960451977,0.900273224043716,0.933060109289618,0.65982905982906,0.873303167420814,0.572821796476365,0.668885191347754,0.85531914893617,0.554356407047271,0.809377401998463,0.886363636363636,0.791245791245791
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svd,40,30,70,4, low_bits_4_shifted_2, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.98214286 0.97321429 0.95454545 0.94545455 0.94545455],0.625,0.625,0.8470715835141,0.994594594594595,0.996389891696751,0.994584837545126,0.669856459330144,0.853658536585366,0.647417503586801,0.706382978723404,0.873684210526316,0.616617386162034,0.858858858858859,0.944933920704846,0.848535336420799
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58,10, low_bits_3, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.50666667 0.54       0.56       0.5033557  0.52013423],0.55,0.534090909090909,0.830387205387205,1,1,1,0.543778801843318,0.531531531531532,0.550169435490536,0.517647058823529,0.504587155963303,0.533825109513183,0.828874734607219,0.821548821548821,0.830387205387205
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63,8, low_bits_4, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.52608696 0.54347826 0.57391304 0.51304348 0.57391304],0.608355091383812,0.616187989556136,0.838204592901879,0.988646288209607,0.984347826086956,0.988695652173913,0.61340206185567,0.653846153846154,0.610505166475316,0.669662921348315,0.723300970873786,0.6074131973013,0.843276036400405,0.866043613707165,0.838058532981599
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70,4, low_bits_6, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.96491228 0.95614035 0.98245614 0.95535714 0.94642857],0.595744680851064,0.617021276595745,0.842887473460722,1,1,1,0.68595041322314,0.882978723404255,0.595744680851064,0.733333333333333,0.925233644859813,0.567555094034845,0.862708719851577,0.960743801652892,0.839542206503302
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66,6, low_bits_5, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.55172414 0.51744186 0.62790698 0.58139535 0.62209302],0.630662020905923,0.613240418118467,0.834261838440111,0.975381008206331,0.965197215777262,0.975638051044084,0.615942028985507,0.566666666666667,0.633698296836983,0.613240418118467,0.590604026845638,0.614142593132964,0.831920903954802,0.806849315068493,0.834727773681555
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63,8, low_bits_2, svdne,1164,388,388,0.6,0.2,0.2, [0.79487179 0.77777778 0.8362069  0.8362069  0.80172414],0.804123711340206,0.793814432989691,0.832474226804124,0.857863751051304,0.876288659793814,0.854810996563574,0.829596412556054,0.920398009950249,0.799771197488493,0.821428571428571,0.92462311557789,0.790353885831273,0.843975036005761,0.895112016293279,0.831689619837662
svm_model_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70,6, low_bits_3, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.83522727 0.82954545 0.82183908 0.77586207 0.78735632],0.835051546391753,0.845360824742268,0.848214285714286,0.862660944206009,0.919908466819222,0.853546910755149,0.829787234042553,0.847826086956522,0.835677749360614,0.852459016393443,0.884353741496599,0.844954648526077,0.854509545753785,0.898891966759003,0.848628544687403
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54,10, low_bits_5, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.79310345 0.76206897 0.72758621 0.75862069 0.76206897],0.580993520518359,0.639308855291577,0.818181818181818,0.950932964754665,0.948965517241379,0.951034482758621,0.544600938967136,0.532110091743119,0.578299943830743,0.621315192743764,0.559183673469388,0.644270735817263,0.813310285220398,0.792087542087542,0.818181818181818
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.85714286 0.83035714 0.84821429 0.88392857 0.87053571],0.774798927613941,0.806970509383378,0.872454448017149,0.926916221033868,0.928571428571429,0.926785714285714,0.774193548387097,0.782608695652174,0.77490223142397,0.8125,0.861878453038674,0.808543393186004,0.873269435569755,0.886486486486487,0.872573742711894
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.61235955 0.61797753 0.61235955 0.62359551 0.61797753],0.60472972972973,0.662162162162162,0.825910931174089,0.954393770856507,0.964044943820225,0.953932584269663,0.613861386138614,0.654929577464789,0.606685567953174,0.652777777777778,0.758064516129032,0.675543885971493,0.826845637583893,0.866385372714487,0.827485812167879
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.8984375  0.8515625  0.88976378 0.87795276 0.85433071],0.540094339622642,0.528301886792453,0.801602262016965,0.979527559055118,0.976452119309262,0.979591836734694,0.609218436873747,0.77948717948718,0.557865860485948,0.616858237547893,0.752336448598131,0.526168224299066,0.816237450894806,0.893881453154876,0.802888681967773
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.86082474 0.90206186 0.8556701  0.8556701  0.90721649],0.671826625386997,0.690402476780186,0.860767326732673,0.980310880829016,0.975257731958763,0.980412371134021,0.67283950617284,0.664634146341463,0.671939714680166,0.685534591194968,0.664634146341463,0.690807639208467,0.859987554449284,0.849938499384994,0.860834754051152
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svd,26,37,63,8, low_bits_4_shifted_2, svd,1212,404,404,0.6,0.2,0.2, [0.8647541  0.8677686  0.8553719  0.83471074 0.91322314],0.670792079207921,0.650990099009901,0.847029702970297,0.970760233918129,0.958745874587459,0.971122112211221,0.671604938271605,0.653846153846154,0.671310832025118,0.661870503597122,0.69,0.651372549019608,0.846953937592868,0.843195266272189,0.847044949239474
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdne,8,46,54,10, low_bits_4_shifted_2, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.80405405 0.77364865 0.78231293 0.76870748 0.81972789],0.623059866962306,0.660753880266075,0.848484848484848,0.974778459441036,0.970149253731343,0.974898236092266,0.651639344262295,0.694323144104803,0.621936346827176,0.680584551148225,0.734234234234234,0.661876942444628,0.852095316351685,0.872895622895623,0.848484848484848
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66,6, low_bits_6, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.67032967 0.67582418 0.68131868 0.7032967  0.66483516],0.541254125412541,0.468646864686469,0.738786279683377,0.896995708154507,0.918681318681318,0.894505494505494,0.582582582582583,0.598765432098765,0.536971368531652,0.454237288135593,0.471830985915493,0.468834747616132,0.746153846153846,0.766798418972332,0.738749275536364
ensemble_model_N8_B46_E54_nb_zones_12_lab_svd,8,46,54,12, lab, svd,1906,635,635,0.600125944584383,0.199937027707809,0.199937027707809, [0.94240838 0.95811518 0.94764398 0.93947368 0.94736842],0.685106382978723,0.727659574468085,0.921717171717172,0.974468085106383,0.961175236096537,0.974816369359916,0.733812949640288,0.918918918918919,0.697362685265911,0.782312925170068,0.92741935483871,0.715961929671607,0.924143556280587,0.953703703703704,0.921717171717172
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svd,40,30,70, zones, low_bits_4_shifted_2, svd,546,182,182,0.6,0.2,0.2, [0.99090909 0.97272727 0.97272727 0.97222222 0.94444444],0.626373626373626,0.615384615384615,0.848351648351648,1,1,1,0.673076923076923,0.714285714285714,0.619047619047619,0.6875,0.793814432989691,0.602789569436022,0.858895705521472,0.897435897435897,0.846907993966818
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66,8, low_bits_4, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.84051724 0.79310345 0.8        0.81304348 0.85652174],0.713541666666667,0.677083333333333,0.866285119667013,0.98008658008658,0.980935875216638,0.980069324090121,0.696132596685083,0.711864406779661,0.713420126095144,0.70048309178744,0.739795918367347,0.675749023013461,0.866908337648887,0.881052631578947,0.8664522417154
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70,4, low_bits_6, svd,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.98076923 0.99019608 0.98039216 0.97058824 0.96078431],0.605882352941176,0.458823529411765,0.813380281690141,1,1,1,0.682464454976303,0.8,0.59375,0.494505494505494,0.661764705882353,0.492647058823529,0.824309392265193,0.900966183574879,0.815779895440408
ensemble_model_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54,10, low_bits_6, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.83216783 0.8006993  0.83566434 0.88811189 0.84615385],0.610993657505285,0.644820295983087,0.832070707070707,0.966971187631764,0.962237762237762,0.967132867132867,0.651515151515152,0.728813559322034,0.611242222698992,0.670588235294118,0.721518987341772,0.644657798755632,0.837870784234051,0.867845117845118,0.832070707070707
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svd,16,42,58,10, low_bits_4_shifted_2, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.81081081 0.81418919 0.82432432 0.875      0.82653061],0.625835189309577,0.634743875278396,0.795454545454545,0.89031339031339,0.84573748308525,0.895805142083897,0.651452282157676,0.67965367965368,0.62423050955161,0.643478260869565,0.678899082568807,0.6359863378212,0.792838874680307,0.782828282828283,0.795454545454545
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.89545455 0.89545455 0.89090909 0.90909091 0.91363636],0.592896174863388,0.568306010928962,0.82914847161572,0.994525547445256,0.990909090909091,0.994545454545454,0.688935281837161,0.846153846153846,0.575123706702654,0.644144144144144,0.798882681564246,0.573238132225973,0.844972758791481,0.923160173160173,0.828320174685813
svm_model_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66,6, lab, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.99479167 1.         0.98421053 0.98421053 0.97894737],0.728706624605678,0.719242902208202,0.889659520807062,1,1,1,0.770053475935829,0.878048780487805,0.723338115734099,0.752089136490251,0.849056603773585,0.718832099355147,0.896142433234421,0.944931163954944,0.889238135980013
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdn,32,34,66,6, low_bits_4_shifted_2, svdn,930,310,310,0.6,0.2,0.2, [0.61290323 0.53225806 0.69892473 0.54301075 0.60752688],0.545161290322581,0.529032258064516,0.790322580645161,0.959488272921109,0.967741935483871,0.959139784946236,0.525252525252525,0.530612244897959,0.544447226743458,0.471014492753623,0.451388888888889,0.523887215528782,0.784910655195235,0.784391534391534,0.790180653845641
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52,12, low_bits_2, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.83236994 0.82369942 0.8265896  0.81104651 0.81104651],0.796923076923077,0.793846153846154,0.816919191919192,0.836047774158523,0.892236384704519,0.825028968713789,0.805882352941176,0.872611464968153,0.799400970579315,0.810198300283286,0.851190476190476,0.791837276311799,0.828402366863905,0.883838383838384,0.816919191919192
svm_model_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52,12, lab, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.52824859 0.59943182 0.53693182 0.54545455 0.58238636],0.530944625407166,0.527687296416938,0.563552188552189,0.593478260869565,0.619750283768445,0.575482406356413,0.583815028901734,0.627329192546584,0.52599336339658,0.551083591331269,0.60958904109589,0.531502595082107,0.586687923475488,0.619528619528619,0.563552188552189
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,1488,496,496,0.6,0.2,0.2, [0.79194631 0.70805369 0.76510067 0.7147651  0.72635135],0.731981981981982,0.646396396396396,0.796296296296296,0.86096256684492,0.865591397849462,0.860215053763441,0.733780760626398,0.745454545454545,0.732102272727273,0.663811563169165,0.691964285714286,0.645982142857143,0.799170124481328,0.810606060606061,0.796296296296296
ensemble_model_v2_N40_B0_E40_nb_zones_12_lab_svdne,40,0,40, zones, lab, svdne,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [1. 1. 1. 1. 1.],0.715568862275449,0.724550898203593,0.921296296296296,1,1,1,0.702194357366771,0.767123287671233,0.721327601282425,0.756613756613757,0.76063829787234,0.719360244826581,0.922245322245322,0.933501683501684,0.921296296296296
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70,6, low_bits_3, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.88372093 0.87209302 0.87790698 0.82941176 0.84705882],0.835087719298246,0.835087719298246,0.904628330995792,0.95,0.932242990654206,0.950934579439252,0.84789644012945,0.873333333333333,0.832962962962963,0.842809364548495,0.868965517241379,0.83448275862069,0.906077348066298,0.907330567081604,0.904589892360148
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svd,4,48,52,12, low_bits_4_shifted_2, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.72625698 0.75139665 0.78651685 0.73876404 0.71910112],0.60472972972973,0.574324324324324,0.844276094276094,0.928126768534239,0.919282511210762,0.928811659192825,0.662824207492795,0.732484076433121,0.59645786555469,0.60625,0.697841726618705,0.581404939742474,0.847986852917009,0.868686868686869,0.844276094276094
svm_model_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63,8, lab, svdn,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.8266129  0.81854839 0.7983871  0.80645161 0.80241935],0.515738498789346,0.535108958837772,0.759438528557599,0.920273348519362,0.977419354838709,0.915322580645161,0.559471365638767,0.622549019607843,0.51701613659818,0.573333333333333,0.605633802816901,0.532816901408451,0.776226924808645,0.831243972999036,0.759159401465504
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdn,40,30,70,4, low_bits_4_shifted_2, svdn,630,210,210,0.6,0.2,0.2, [0.74603175 0.6984127  0.70634921 0.62698413 0.73015873],0.504761904761905,0.533333333333333,0.768571428571429,0.936434108527132,0.958730158730159,0.934920634920635,0.559322033898305,0.611111111111111,0.501633986928105,0.637037037037037,0.693548387096774,0.497936984246062,0.788879235447437,0.829981718464351,0.765885491438935
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58,10, low_bits_4, svdn,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.57792208 0.5487013  0.56168831 0.53571429 0.53896104],0.504784688995215,0.504784688995215,0.563131313131313,0.52073732718894,0.44025974025974,0.594805194805195,0.432876712328767,0.367441860465116,0.508844082941918,0.406876790830946,0.349753694581281,0.500458242639478,0.485119047619048,0.411616161616162,0.563131313131313
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.92063492 0.93650794 0.94444444 0.92063492 0.90322581],0.559808612440191,0.54066985645933,0.820267686424474,1,1,1,0.654135338345865,0.790909090909091,0.546969696969697,0.622047244094488,0.699115044247788,0.526640855457227,0.836236933797909,0.893854748603352,0.818243680784977
ensemble_model_v2_N40_B0_E40_nb_zones_12_low_bits_5_svdne,40,0,40, zones, low_bits_5, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [1. 1. 1. 1. 1.],0.654109589041096,0.654109589041096,0.914983164983165,1,1,1,0.613026819923372,0.559440559440559,0.65220350119679,0.615969581749049,0.543624161073825,0.656427465152297,0.912780656303972,0.88973063973064,0.914983164983165
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.63953488 0.61627907 0.66860465 0.5872093  0.63372093],0.545454545454545,0.573426573426573,0.784916201117318,0.935483870967742,0.944186046511628,0.934883720930232,0.572368421052632,0.621428571428571,0.547015655577299,0.601307189542484,0.605263157894737,0.571288295365279,0.791610284167794,0.810249307479224,0.784702118528345
svm_model_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70,6, low_bits_2, svdne,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.87113402 0.8814433  0.85051546 0.84536082 0.87628866],0.795665634674923,0.81733746130031,0.842821782178218,0.870611835506519,0.894845360824742,0.86701030927835,0.802395209580838,0.842767295597484,0.796383647798742,0.840970350404313,0.861878453038674,0.811220916660182,0.850763807285546,0.877575757575758,0.842074857296096
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66,8, low_bits_2, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.62601626 0.63114754 0.5204918  0.58196721 0.58196721],0.57002457002457,0.565110565110565,0.591846758349705,0.595097210481826,0.576104746317512,0.608019639934533,0.574209245742092,0.564593301435407,0.570175438596491,0.573493975903614,0.601010101010101,0.5660552897395,0.58636137381782,0.578585461689587,0.591846758349705
ensemble_model_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66,6, lab, svdne,804,268,268,0.6,0.2,0.2, [1.      1.      0.99375 0.99375 0.99375],0.746268656716418,0.727611940298508,0.894776119402985,1,1,1,0.7875,0.984375,0.756473214285714,0.779456193353474,0.962686567164179,0.727611940298508,0.903092783505155,0.989457831325301,0.895616489627148
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52,12, low_bits_5, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.74855491 0.70809249 0.72093023 0.73255814 0.72093023],0.51840490797546,0.533742331288344,0.82449494949495,0.937062937062937,0.932714617169374,0.937354988399072,0.542274052478134,0.58125,0.519540662650603,0.593582887700535,0.668674698795181,0.53121234939759,0.828606658446362,0.848484848484848,0.82449494949495
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70,6, low_bits_4, svdn,834,278,278,0.6,0.2,0.2, [0.75       0.73214286 0.81325301 0.71084337 0.69879518],0.579136690647482,0.640287769784173,0.694964028776978,0.767154105736783,0.817745803357314,0.751798561151079,0.608695652173913,0.664233576642336,0.580343738675778,0.659863945578231,0.740458015267176,0.64573921171522,0.713900134952767,0.772262773722628,0.696060464875498
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54,12, low_bits_3, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.81686047 0.78488372 0.8255814  0.7994186  0.75872093],0.835365853658537,0.814024390243902,0.853956228956229,0.867730900798176,0.884883720930233,0.865116279069767,0.842105263157895,0.837209302325581,0.835271317829458,0.814589665653495,0.858974358974359,0.816115086463924,0.856907216494845,0.874579124579125,0.853956228956229
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52,12, low_bits_6, svd,1818,606,606,0.6,0.2,0.2, [0.72252747 0.76648352 0.77197802 0.71703297 0.69060773],0.652329749103943,0.623655913978495,0.904040404040404,0.985635359116022,0.981298129812981,0.985698569856985,0.642066420664207,0.66412213740458,0.653007014648236,0.644067796610169,0.641891891891892,0.622472663503198,0.904040404040404,0.904040404040404,0.904040404040404
svm_model_N40_B30_E70_nb_zones_4_lab_svd,40,30,70,4, lab, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [1. 1. 1. 1. 1.],0.835164835164835,0.796703296703297,0.926535087719298,1,1,1,0.835164835164835,0.873563218390805,0.836781609195402,0.795580110497237,0.765957446808511,0.797751450676983,0.926454445664106,0.927472527472528,0.926537139009787
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58,10, low_bits_5, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.81972789 0.84353741 0.77891156 0.83219178 0.82191781],0.578021978021978,0.58021978021978,0.819023569023569,0.967653131452168,0.959072305593451,0.96793997271487,0.643122676579926,0.786363636363636,0.584671179883946,0.655855855855856,0.774468085106383,0.573597678916828,0.831107619795758,0.890572390572391,0.819023569023569
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66,6, low_bits_6, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.67613636 0.64942529 0.71264368 0.61494253 0.63793103],0.496551724137931,0.520689655172414,0.799586776859504,0.993150684931507,0.997706422018349,0.993119266055046,0.570588235294118,0.642384105960265,0.490256801181571,0.564263322884013,0.642857142857143,0.524761904761905,0.81042345276873,0.855570839064649,0.799509557463359
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.796      0.792      0.824      0.81854839 0.81048387],0.802409638554217,0.809638554216867,0.860308285163776,0.900539707016191,0.937399678972713,0.896468699839486,0.8,0.784688995215311,0.802538672364937,0.808716707021792,0.818627450980392,0.809787659139485,0.863207547169811,0.883204633204633,0.860352316602317
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58,10, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.88461538 0.88461538 0.86713287 0.85314685 0.86971831],0.552742616033755,0.611814345991561,0.807239057239057,0.956214689265537,0.948179271708683,0.956582633053221,0.608856088560886,0.705128205128205,0.554647435897436,0.663003663003663,0.754166666666667,0.609989316239316,0.817092651757189,0.861111111111111,0.807239057239057
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66,8, low_bits_3, svdn,1200,400,400,0.6,0.2,0.2, [0.64166667 0.6625     0.59583333 0.60833333 0.63333333],0.6275,0.635,0.8115,0.931438127090301,0.928333333333333,0.931666666666667,0.633906633906634,0.608490566037736,0.628713368125251,0.598901098901099,0.579787234042553,0.631874749096748,0.808337569903406,0.795,0.8115
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdn,40,30,70,4, low_bits_4_shifted_2, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.69230769 0.74038462 0.79807692 0.80769231 0.77884615],0.473988439306358,0.479768786127168,0.790993071593533,1,1,1,0.54726368159204,0.662650602409639,0.481325301204819,0.567307692307692,0.686046511627907,0.480954290296712,0.805166846071044,0.871794871794872,0.791732676172036
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54,12, low_bits_2, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.80965909 0.81818182 0.80397727 0.8        0.83714286],0.845161290322581,0.858064516129032,0.849326599326599,0.852222222222222,0.873576309794989,0.848519362186788,0.853658536585366,0.945945945945946,0.849516182849516,0.875706214689266,0.95679012345679,0.853395061728395,0.855761482675262,0.893939393939394,0.849326599326599
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70,4, low_bits_5, svd,576,192,192,0.6,0.2,0.2, [0.94827586 0.92241379 0.93103448 0.93859649 0.92105263],0.630208333333333,0.546875,0.833333333333333,0.996527777777778,0.996527777777778,0.996527777777778,0.689956331877729,0.822916666666667,0.630208333333333,0.613333333333333,0.766666666666667,0.559803921568627,0.844660194174757,0.917721518987342,0.834375162785852
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52,12, low_bits_4, svd,1818,606,606,0.6,0.2,0.2, [0.6978022  0.77747253 0.77747253 0.75549451 0.75690608],0.673835125448029,0.716845878136201,0.742003367003367,0.758319694489907,0.764576457645764,0.756325632563256,0.673835125448029,0.728682170542636,0.677674418604651,0.745980707395498,0.773333333333333,0.712248062015504,0.747007841518778,0.761784511784512,0.742003367003367
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.55309735 0.61061947 0.55309735 0.61607143 0.53571429],0.56,0.56,0.801705756929638,0.962699822380106,0.962699822380106,0.962699822380106,0.602409638554217,0.606796116504854,0.554877348193256,0.53781512605042,0.518918918918919,0.55945945945946,0.804004214963119,0.79979035639413,0.801738995984484
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svd,26,37,63, zones, low_bits_4_shifted_2, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.92307692 0.93103448 0.93965517 0.9612069  0.93534483],0.640826873385013,0.645994832041344,0.856404958677686,0.998278829604131,0.998278829604131,0.998278829604131,0.687640449438202,0.757425742574257,0.635469628043885,0.692134831460674,0.758620689655172,0.640179910044978,0.864522417153996,0.899594320486815,0.855586633927618
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdn,32,34,66, zones, low_bits_4_shifted_2, svdn,816,272,272,0.6,0.2,0.2, [0.54878049 0.53658537 0.58536585 0.5617284  0.62345679],0.551470588235294,0.580882352941176,0.8,0.955773955773956,0.95343137254902,0.955882352941176,0.5234375,0.558333333333333,0.55219298245614,0.589928057553957,0.589928057553957,0.580678314491264,0.798219584569733,0.806596701649175,0.800123747649985
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70,4, low_bits_6, svdn,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.78985507 0.72794118 0.70588235 0.76470588 0.75735294],0.537444933920705,0.599118942731278,0.784330985915493,0.929698708751793,0.950146627565982,0.928152492668622,0.571428571428571,0.625,0.538586956521739,0.648648648648649,0.763636363636364,0.604040404040404,0.796003330557869,0.849023090586146,0.78489548944665
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,1404,468,468,0.6,0.2,0.2, [0.73404255 0.78368794 0.725      0.72857143 0.78214286],0.613247863247863,0.60042735042735,0.812820512820513,0.95014245014245,0.95014245014245,0.95014245014245,0.637274549098196,0.700440528634361,0.615780430292284,0.639691714836224,0.694560669456067,0.598372037784802,0.819157720891825,0.849315068493151,0.812882790219271
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_4_shifted_2_svdne,8,46,54, zones, low_bits_4_shifted_2, svdne,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.84642857 0.83928571 0.84285714 0.85714286 0.85357143],0.560085836909871,0.626609442060086,0.817753001715266,0.967048710601719,0.964285714285714,0.967142857142857,0.582484725050916,0.595833333333333,0.558978613569321,0.618421052631579,0.623893805309734,0.626530235988201,0.818608621425523,0.822469982847341,0.817753001715266
svm_model_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58,10, lab, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.72068966 0.76551724 0.6862069  0.76206897 0.76551724],0.509719222462203,0.466522678185745,0.800505050505051,1,1,1,0.577281191806331,0.685840707964602,0.513806429931668,0.550091074681239,0.637130801687764,0.462370710578395,0.813091482649842,0.867845117845118,0.800505050505051
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58,10, low_bits_2, svdn,1580,526,526,0.600303951367781,0.199848024316109,0.199848024316109, [0.51898734 0.52848101 0.49050633 0.48734177 0.49683544],0.547738693467337,0.515075376884422,0.843013468013468,1,1,1,0.536082474226804,0.514851485148515,0.54824206910487,0.525798525798526,0.545918367346939,0.515533441099212,0.842947368421052,0.842592592592593,0.843013468013468
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.78828829 0.79545455 0.78636364 0.76363636 0.79545455],0.645776566757493,0.670299727520436,0.834967320261438,0.952983725135624,0.956442831215971,0.952813067150635,0.659685863874346,0.707865168539326,0.647583377920457,0.705596107055961,0.747422680412371,0.665618854657053,0.84044233807267,0.864572047670639,0.834805191414728
ensemble_model_v2_N32_B34_E66_nb_zones_6_lab_svdne,32,34,66, zones, lab, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.98823529 0.97647059 0.99411765 0.99411765 0.99411765],0.812720848056537,0.795053003533569,0.92090395480226,0.99882491186839,1,0.998823529411765,0.821548821548821,0.877697841726619,0.813848920863309,0.797202797202797,0.890625,0.803377016129032,0.921896792189679,0.955202312138728,0.921661929550027
ensemble_model_N40_B30_E70_nb_zones_4_lab_svd,40,30,70,4, lab, svd,636,212,212,0.6,0.2,0.2, [0.9921875 1.        0.9921875 1.        1.       ],0.867924528301887,0.844339622641509,0.942452830188679,1,1,1,0.858585858585859,0.86734693877551,0.867883995703544,0.857142857142857,0.860869565217391,0.842805916629314,0.942723004694836,0.945386064030132,0.942447285323194
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.89247312 0.83333333 0.83870968 0.875      0.83695652],0.824675324675325,0.795454545454545,0.885214007782101,0.93576017130621,0.943844492440605,0.935205183585313,0.825806451612903,0.853333333333333,0.825400843881856,0.804953560371517,0.797546012269939,0.7953247302729,0.887045309508615,0.895618556701031,0.885146092971925
svm_model_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66,6, low_bits_5, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.90449438 0.93820225 0.89204545 0.85227273 0.90909091],0.465986394557823,0.523809523809524,0.771059782608696,0.953161592505855,0.920814479638009,0.95475113122172,0.544927536231884,0.643835616438356,0.467188078489448,0.593023255813953,0.739130434782609,0.536231884057971,0.781594296824368,0.830578512396694,0.771857620809607
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63,8, low_bits_6, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.64224138 0.65517241 0.68965517 0.65217391 0.63043478],0.493506493506493,0.506493506493506,0.727933541017653,0.88109495295124,0.891003460207612,0.879757785467128,0.534606205250597,0.586387434554974,0.494224645112539,0.536585365853659,0.591397849462366,0.509266763927163,0.737737737737738,0.771727748691099,0.728294358382625
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70,6, low_bits_2, svdne,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.87244898 0.82653061 0.87244898 0.82989691 0.84536082],0.815384615384615,0.803076923076923,0.854858548585486,0.885947046843177,0.891393442622951,0.885245901639344,0.835164835164835,0.888888888888889,0.811327561327561,0.816091954022988,0.893081761006289,0.804974615442904,0.860684769775679,0.89119804400978,0.854633675470236
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svd,8,46,54, zones, lab, svd,1694,564,564,0.600283486888731,0.199858256555634,0.199858256555634, [0.94117647 0.94411765 0.94970414 0.96153846 0.95266272],0.797653958944281,0.844574780058651,0.936026936026936,0.982142857142857,0.974025974025974,0.982290436835891,0.813008130081301,0.857142857142857,0.796041308089501,0.84985835694051,0.903614457831325,0.846092943201377,0.936719400499583,0.946969696969697,0.936026936026936
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svd,16,42,58,10, low_bits_4_shifted_2, svd,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.85172414 0.86458333 0.875      0.85416667 0.84027778],0.642398286937901,0.605995717344754,0.822811447811448,0.950911640953717,0.940360610263523,0.951456310679612,0.678227360308285,0.752136752136752,0.642162796669234,0.633466135458167,0.682403433476395,0.606158981695462,0.827952595014303,0.852693602693603,0.822811447811448
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70,4, low_bits_5, svd,660,220,220,0.6,0.2,0.2, [0.9469697  0.93939394 0.93181818 0.9469697  0.95454545],0.55,0.531818181818182,0.816363636363636,1,1,1,0.56,0.617647058823529,0.554586241276172,0.572614107883817,0.627272727272727,0.531818181818182,0.820603907637656,0.85239852398524,0.816880265576849
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdn,40,30,70, zones, low_bits_4_shifted_2, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.73076923 0.66923077 0.73846154 0.625      0.59375   ],0.572093023255814,0.548837209302326,0.802973977695167,0.964669738863287,0.972136222910217,0.964396284829721,0.530612244897959,0.504854368932039,0.569391470180305,0.512562814070352,0.447368421052632,0.555367378843147,0.797323135755258,0.772222222222222,0.803088723051409
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63,10, low_bits_3, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.90066225 0.84666667 0.87333333 0.84666667 0.87      ],0.759725400457666,0.773455377574371,0.84006734006734,0.886451612903226,0.914780292942743,0.882822902796272,0.769230769230769,0.813953488372093,0.76058034778965,0.789808917197452,0.837837837837838,0.772407291011942,0.846526655896607,0.882154882154882,0.84006734006734
ensemble_model_v2_N8_B46_E54_nb_zones_10_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.81493506 0.79084967 0.76470588 0.78431373 0.80392157],0.604265402843602,0.627962085308057,0.838383838383838,0.959946595460614,0.93864229765013,0.960835509138381,0.624719101123596,0.678048780487805,0.606305496234686,0.657952069716776,0.695852534562212,0.625975047768911,0.840133222314738,0.849326599326599,0.838383838383838
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63,8, low_bits_5, svdn,1176,392,392,0.6,0.2,0.2, [0.62288136 0.61440678 0.69491525 0.60683761 0.64529915],0.540816326530612,0.538265306122449,0.616836734693878,0.69047619047619,0.739795918367347,0.668367346938775,0.594594594594595,0.717391304347826,0.551003344481605,0.595078299776286,0.692708333333333,0.541354166666667,0.650860065086007,0.726141078838174,0.618592627772501
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70,4, low_bits_6, svdn,600,200,200,0.6,0.2,0.2, [0.69166667 0.68333333 0.75       0.75833333 0.69166667],0.585,0.515,0.812,0.986754966887417,0.993333333333333,0.986666666666667,0.652719665271966,0.709090909090909,0.571212121212121,0.587234042553192,0.696969696969697,0.516801680168017,0.825602968460111,0.87426326129666,0.810858718224705
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svd,40,30,70, zones, lab, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [1.         1.         1.         0.99166667 1.        ],0.791044776119403,0.810945273631841,0.920477137176938,1,1,1,0.809090909090909,0.881188118811881,0.79059405940594,0.817307692307692,0.876288659793814,0.813144329896907,0.922480620155039,0.952,0.920664031620553
svm_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdne,32,34,66,6, low_bits_4_shifted_2, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.89759036 0.90361446 0.92682927 0.8902439  0.87195122],0.529197080291971,0.525547445255474,0.805393586005831,0.990267639902676,0.987864077669903,0.990291262135922,0.630372492836676,0.748299319727891,0.511944935454497,0.59375,0.748031496062992,0.540682414698163,0.82092555331992,0.892128279883382,0.805393586005831
ensemble_model_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63,8, lab, svdn,1164,388,388,0.6,0.2,0.2, [0.79059829 0.77777778 0.81896552 0.81465517 0.7887931 ],0.528350515463918,0.600515463917526,0.800515463917526,0.959268495428096,0.991408934707904,0.957903780068729,0.603036876355748,0.73936170212766,0.53468085106383,0.668094218415418,0.795918367346939,0.598480017006803,0.81839511966213,0.902691511387164,0.800935078075512
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70,6, low_bits_4, svdn,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.69148936 0.70967742 0.67741935 0.68817204 0.61827957],0.661290322580645,0.629032258064516,0.783505154639175,0.878151260504202,0.896995708154507,0.875536480686695,0.69208211143695,0.781456953642384,0.664313382481569,0.668587896253602,0.729559748427673,0.626369278187346,0.795121951219512,0.84020618556701,0.783505154639175
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.52564103 0.5        0.52564103 0.46474359 0.48064516],0.525672371638142,0.523227383863081,0.830808080808081,0.99165061014772,0.991014120667522,0.991655969191271,0.542452830188679,0.575,0.526734449760766,0.527845036319612,0.521531100478469,0.523265550239235,0.832080200501253,0.838383838383838,0.830808080808081
svm_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdne,40,30,70,4, low_bits_4_shifted_2, svdne,624,208,208,0.6,0.2,0.2, [0.97619048 0.93650794 0.96774194 0.9516129  0.97580645],0.706730769230769,0.639423076923077,0.869230769230769,1,1,1,0.762645914396887,0.867256637168142,0.691523055426176,0.708171206225681,0.81981981981982,0.626404755270735,0.880492091388401,0.934701492537313,0.867152333570244
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.69897959 0.70918367 0.63402062 0.63917526 0.62371134],0.530864197530864,0.518518518518518,0.790382244143033,0.967741935483871,0.985626283367556,0.967145790554415,0.573033707865169,0.62962962962963,0.530864197530864,0.551724137931034,0.611464968152866,0.521301346351882,0.799528301886793,0.841191066997519,0.790693572714446
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.95967742 0.95967742 0.95081967 0.91803279 0.94262295],0.57843137254902,0.617647058823529,0.838551859099804,0.99836867862969,0.996742671009772,0.998371335504886,0.669230769230769,0.783783783783784,0.558558558558559,0.677685950413223,0.872340425531915,0.636170212765957,0.852017937219731,0.927734375,0.838376991421569
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52,12, low_bits_3, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.81395349 0.7994186  0.81686047 0.7994186  0.80813953],0.780487804878049,0.777439024390244,0.822390572390572,0.838483965014577,0.836046511627907,0.838953488372093,0.802197802197802,0.879518072289157,0.779265208984084,0.796657381615599,0.882716049382716,0.778707422281719,0.826907301066448,0.848484848484848,0.822390572390572
svm_model_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70,4, lab, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.91509434 0.95283019 0.93269231 0.92307692 0.92307692],0.574712643678161,0.568965517241379,0.813073394495413,0.973977695167286,1,0.973282442748092,0.683760683760684,0.898876404494382,0.56708526107072,0.654377880184332,0.922077922077922,0.605368857946178,0.835187057633974,0.964953271028037,0.815809968847352
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,834,278,278,0.6,0.2,0.2, [0.88690476 0.80952381 0.84939759 0.85542169 0.87951807],0.784172661870504,0.809352517985611,0.86978417266187,0.920560747663551,0.94484412470024,0.918465227817746,0.791666666666667,0.802816901408451,0.783761391880696,0.808664259927798,0.842105263157895,0.81070780399274,0.872624912033779,0.895953757225434,0.869896649386356
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,594,198,198,0.6,0.2,0.2, [0.675      0.65       0.65254237 0.73728814 0.66101695],0.555555555555556,0.570707070707071,0.815151515151515,0.983277591973244,0.98989898989899,0.983164983164983,0.54639175257732,0.519607843137255,0.556678921568627,0.55026455026455,0.52,0.571224489795918,0.813455657492355,0.799599198396794,0.81527821426968
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66,6, low_bits_5, svdne,942,314,314,0.6,0.2,0.2, [0.9        0.87765957 0.86702128 0.89893617 0.86170213],0.579617834394904,0.550955414012739,0.809554140127389,0.972043010752688,0.959660297239915,0.9723991507431,0.639344262295082,0.722222222222222,0.574926900584795,0.607242339832869,0.703225806451613,0.552870764861027,0.819335347432024,0.860406091370558,0.809359055915458
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66,8, low_bits_2, svdn,1152,384,384,0.6,0.2,0.2, [0.55603448 0.6        0.57826087 0.5826087  0.59130435],0.606770833333333,0.611979166666667,0.833854166666667,0.983578219533276,0.987847222222222,0.983506944444444,0.590785907859079,0.579787234042553,0.606220147633522,0.610966057441253,0.619047619047619,0.612087912087912,0.832896804609743,0.834207764952781,0.83385672632334
svm_model_N32_B34_E66_nb_zones_8_lab_svd,32,34,66,8, lab, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.98706897 0.98706897 0.99137931 0.97826087 0.99130435],0.781818181818182,0.768831168831169,0.909657320872274,0.999134199134199,0.998269896193772,0.999134948096886,0.813333333333333,0.905940594059406,0.775374668614403,0.80089485458613,0.908629441624365,0.76548493357814,0.915204678362573,0.961105424769703,0.908898339360615
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdn,26,37,63,8, low_bits_4_shifted_2, svdn,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.58333333 0.60280374 0.56074766 0.56074766 0.61214953],0.509803921568627,0.53781512605042,0.585666293393057,0.642857142857143,0.671641791044776,0.626865671641791,0.535809018567639,0.655844155844156,0.52742946708464,0.598540145985401,0.668478260869565,0.533661095752702,0.612159329140461,0.668192219679634,0.587385583524027
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63,8, low_bits_4, svdne,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.80859375 0.8046875  0.80078125 0.81640625 0.7734375 ],0.68075117370892,0.68075117370892,0.816135084427767,0.906832298136646,0.9125,0.90625,0.705627705627706,0.806930693069307,0.686947489391796,0.71900826446281,0.776785714285714,0.675521570014144,0.824529991047449,0.863977485928706,0.816135084427767
ensemble_model_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52,12, lab, svdn,1722,574,574,0.6,0.2,0.2, [0.56358382 0.5872093  0.56686047 0.50581395 0.5872093 ],0.483180428134557,0.525993883792049,0.85563973063973,0.989074180563542,0.99883855981417,0.988966318234611,0.501474926253687,0.494186046511628,0.482576894223556,0.52887537993921,0.561290322580645,0.527738184546137,0.857498961362692,0.868686868686869,0.85563973063973
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdne,40,30,70,4, low_bits_4_shifted_2, svdne,582,194,194,0.6,0.2,0.2, [0.92372881 0.93103448 0.94827586 0.96551724 0.98275862],0.536082474226804,0.551546391752577,0.817525773195876,1,1,1,0.590909090909091,0.68421052631579,0.539074960127592,0.609865470852018,0.666666666666667,0.545289855072464,0.827317073170732,0.868852459016393,0.817206312495748
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,1146,382,382,0.6,0.2,0.2, [0.62173913 0.6        0.6173913  0.64473684 0.59649123],0.581151832460733,0.612565445026178,0.80261780104712,0.939843068875327,0.94066317626527,0.93979057591623,0.593908629441624,0.590909090909091,0.580780632411067,0.60427807486631,0.656976744186046,0.616583610188261,0.80313315926893,0.815482502651113,0.802777445741275
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70,4, low_bits_5, svdn,540,180,180,0.6,0.2,0.2, [0.59259259 0.66666667 0.71296296 0.73148148 0.64814815],0.494444444444444,0.572222222222222,0.767777777777778,0.922787193973635,0.907407407407407,0.924074074074074,0.551724137931035,0.622222222222222,0.494444444444444,0.624390243902439,0.711111111111111,0.572222222222222,0.777422790202343,0.811111111111111,0.767777777777778
svm_model_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70,4, low_bits_6, svdne,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.93       0.94       0.93       0.91836735 0.91836735],0.63030303030303,0.587878787878788,0.843825665859564,1,1,1,0.699507389162562,0.835294117647059,0.623897058823529,0.649484536082474,0.768292682926829,0.588965618571848,0.855543113101904,0.920481927710843,0.843452642687539
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.81168831 0.82026144 0.7745098  0.79738562 0.8496732 ],0.62085308056872,0.597156398104265,0.842171717171717,0.970568999345978,0.968668407310705,0.970626631853786,0.681274900398406,0.77027027027027,0.612635135135135,0.63519313304721,0.74,0.604234234234234,0.849819783740489,0.893097643097643,0.842171717171717
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.88815789 0.83881579 0.84868421 0.84437086 0.84768212],0.644186046511628,0.693023255813954,0.851851851851852,0.955481727574751,0.948548812664908,0.955804749340369,0.668112798264642,0.754901960784314,0.649574874197467,0.737051792828685,0.81858407079646,0.686252819711956,0.857374392220421,0.890572390572391,0.851851851851852
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58,10, low_bits_4, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57638889 0.55594406 0.54545455 0.54195804 0.57692308],0.525423728813559,0.489406779661017,0.800925925925926,0.99442119944212,0.995810055865922,0.994413407821229,0.521367521367521,0.512605042016807,0.525533290239173,0.47032967032967,0.457264957264957,0.489136680313151,0.799321170980059,0.792929292929293,0.800925925925926
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdne,32,34,66,6, low_bits_4_shifted_2, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.91208791 0.94505495 0.94505495 0.94505495 0.94444444],0.576158940397351,0.612582781456954,0.837301587301587,0.998897464167585,0.997797356828194,0.998898678414097,0.648351648351648,0.900763358778626,0.614124369447792,0.692913385826772,0.819875776397515,0.597881150610105,0.851089588377724,0.942359249329759,0.838673097249736
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54,12, low_bits_4, svd,1758,586,586,0.6,0.2,0.2, [0.73011364 0.72159091 0.72443182 0.71590909 0.73714286],0.627831715210356,0.686084142394822,0.732744107744108,0.776308831306187,0.835039817974971,0.75938566552901,0.658753709198813,0.776223776223776,0.638111888111888,0.732782369146005,0.801204819277108,0.67682618586233,0.754920879969124,0.823232323232323,0.732744107744108
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63,10, low_bits_2, svd,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.75       0.79225352 0.76408451 0.79577465 0.79432624],0.834745762711864,0.830508474576271,0.806943268416596,0.787446504992867,0.778561354019746,0.78984485190409,0.819444444444444,0.75,0.834745762711864,0.807692307692308,0.711864406779661,0.830508474576271,0.797333333333333,0.75952582557155,0.806943268416596
ensemble_model_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70,4, lab, svdn,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.93181818 0.93939394 0.93181818 0.94615385 0.93846154],0.559633027522936,0.522935779816514,0.816849816849817,1,1,1,0.644444444444445,0.805555555555556,0.561868686868687,0.611940298507463,0.773584905660377,0.529649595687332,0.83249581239531,0.916974169741697,0.817577993961758
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svd,4,48,52, zones, low_bits_5, svd,1722,574,574,0.6,0.2,0.2, [0.69942197 0.72674419 0.70348837 0.75       0.69767442],0.629969418960245,0.587155963302752,0.819444444444444,0.90028818443804,0.907084785133566,0.899535423925668,0.675603217158177,0.745562130177515,0.625945622050783,0.617563739376771,0.689873417721519,0.590498839038274,0.825680617635108,0.855218855218855,0.819444444444444
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svd,4,48,52, zones, low_bits_6, svd,1794,598,598,0.6,0.2,0.2, [0.75833333 0.76388889 0.7877095  0.74860335 0.76815642],0.608247422680412,0.611683848797251,0.853956228956229,0.932126696832579,0.918617614269788,0.933110367892977,0.627450980392157,0.711111111111111,0.61517094017094,0.652307692307692,0.67948717948718,0.606410256410257,0.855356398499375,0.863636363636364,0.853956228956229
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66,8, low_bits_4, svdn,1134,378,378,0.6,0.2,0.2, [0.64912281 0.64912281 0.59292035 0.65929204 0.62831858],0.592592592592593,0.58994708994709,0.633862433862434,0.674596431605777,0.700176366843033,0.662257495590829,0.567415730337079,0.573863636363636,0.591387263726373,0.593175853018373,0.585492227979275,0.590043411286935,0.638453500522466,0.652777777777778,0.634040880503145
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70,8, low_bits_3, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.87603306 0.88016529 0.89256198 0.90495868 0.89583333],0.783582089552239,0.796019900497512,0.861332007952286,0.911147011308562,0.933774834437086,0.908940397350993,0.80709534368071,0.896551724137931,0.782446716340322,0.808411214953271,0.865,0.796361386138614,0.868209730751063,0.912611717974181,0.8612809833652
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svd,4,48,52, zones, low_bits_4_shifted_2, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.76075269 0.73655914 0.73655914 0.74864865 0.74864865],0.638461538461538,0.646153846153846,0.880892255892256,0.946791003839824,0.929956896551724,0.947737068965517,0.641221374045801,0.631578947368421,0.638624119353502,0.646153846153846,0.661417322834646,0.646498135101533,0.879317697228145,0.867845117845118,0.880892255892256
svm_model_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66,6, low_bits_6, svdne,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.87078652 0.87640449 0.91011236 0.88764045 0.89325843],0.608108108108108,0.648648648648649,0.83468286099865,0.971751412429379,0.966292134831461,0.971910112359551,0.675977653631285,0.770700636942675,0.597580534298676,0.711111111111111,0.847682119205298,0.644530714775063,0.847161572052402,0.901726427622842,0.833579263194137
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63,8, low_bits_6, svdn,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.60869565 0.57391304 0.59649123 0.57894737 0.58333333],0.535433070866142,0.561679790026247,0.815320041972718,0.993019197207679,0.994755244755245,0.993006993006993,0.509695290858726,0.511111111111111,0.534162520729685,0.532212885154062,0.521978021978022,0.559983985863383,0.811158798283262,0.809421841541756,0.815204747931372
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_4_shifted_2_svdne,40,30,70, zones, low_bits_4_shifted_2, svdne,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.94444444 0.98148148 0.98148148 0.96296296 0.96226415],0.620111731843575,0.681564245810056,0.860491071428571,1,1,1,0.685185185185185,0.755102040816326,0.605946082136558,0.707692307692308,0.811764705882353,0.687797246558198,0.868282402528978,0.911504424778761,0.86003149166866
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svd,8,46,54, zones, low_bits_3, svd,1692,564,564,0.6,0.2,0.2, [0.81764706 0.78402367 0.79585799 0.78402367 0.79585799],0.801169590643275,0.839181286549708,0.860690235690236,0.880046136101499,0.901891252955083,0.877068557919622,0.810055865921787,0.823863636363636,0.800486035049288,0.835820895522388,0.843373493975904,0.839300383351588,0.863617634940255,0.882154882154882,0.860690235690236
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.72282609 0.68478261 0.7173913  0.68131868 0.60989011],0.652459016393443,0.652459016393443,0.82175622542595,0.934782608695652,0.938864628820961,0.934497816593887,0.67283950617284,0.664634146341463,0.651466009340944,0.63448275862069,0.652482269503546,0.652460646946895,0.822685788787484,0.82699868938401,0.82175622542595
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,900,300,300,0.6,0.2,0.2, [0.88888889 0.9        0.90555556 0.87777778 0.9       ],0.623333333333333,0.63,0.84,0.982142857142857,0.977777777777778,0.982222222222222,0.65015479876161,0.704697986577181,0.623872172096538,0.662613981762918,0.741496598639456,0.63218620781646,0.844961240310077,0.876675603217158,0.840194565534308
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svdn,26,37,63, zones, lab, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.73893805 0.79646018 0.75892857 0.83035714 0.80357143],0.566844919786096,0.548128342245989,0.801816239316239,0.965156794425087,0.98576512455516,0.9644128113879,0.597014925373134,0.662983425414365,0.569833681619099,0.598574821852732,0.65625,0.545157967032967,0.811770674784373,0.855614973262032,0.801873655254282
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70,4, low_bits_5, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.63333333 0.65       0.56666667 0.6440678  0.57627119],0.565656565656566,0.53030303030303,0.816532258064516,0.994991652754591,1,0.99496644295302,0.601851851851852,0.643564356435644,0.564050219454935,0.502673796791444,0.528089887640449,0.530099989691784,0.818363273453094,0.840163934426229,0.816907364038512
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svd,8,46,54,12, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.82670455 0.78977273 0.78977273 0.77556818 0.82386364],0.607142857142857,0.577922077922078,0.806397306397306,0.872793670115642,0.814772727272727,0.88125,0.655270655270655,0.714285714285714,0.602040816326531,0.628571428571429,0.748299319727891,0.585329784087548,0.803754266211604,0.792929292929293,0.806397306397306
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63,8, low_bits_5, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.64347826 0.67826087 0.66521739 0.6173913  0.62719298],0.602094240837696,0.573298429319372,0.797594142259414,0.938037865748709,0.949477351916376,0.937282229965157,0.638095238095238,0.708994708994709,0.60320201770979,0.609112709832134,0.697802197802198,0.578901098901099,0.8064032016008,0.852910052910053,0.798223382194427
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70,4, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.97222222 0.92361111 0.9375     0.93055556 0.97222222],0.475,0.508333333333333,0.781666666666667,0.975206611570248,0.983333333333333,0.975,0.55,0.726415094339623,0.501267248662349,0.601351351351351,0.729508196721311,0.504584606835232,0.798771121351767,0.884353741496599,0.783680138722156
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svdn,40,30,70, zones, lab, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.82786885 0.89344262 0.89344262 0.95081967 0.8852459 ],0.600985221674877,0.635467980295566,0.84744094488189,1,1,1,0.604878048780488,0.626262626262626,0.601592851592852,0.650943396226415,0.638888888888889,0.635233918128655,0.849074975657254,0.8515625,0.847408234126984
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svd,16,42,58, zones, low_bits_4_shifted_2, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.90728477 0.87748344 0.84       0.86666667 0.87333333],0.575688073394495,0.626146788990826,0.843855218855219,0.984676882078614,0.982712765957447,0.984707446808511,0.644913627639155,0.792452830188679,0.581494272237197,0.694183864915572,0.825892857142857,0.620493598382749,0.854794520547945,0.919191919191919,0.843855218855219
ensemble_model_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58,10, lab, svdn,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.73529412 0.70588235 0.75816993 0.83223684 0.77631579],0.503529411764706,0.531764705882353,0.806397306397306,0.967989756722151,0.990825688073394,0.967234600262123,0.604127579737336,0.759433962264151,0.504130126671982,0.632162661737523,0.802816901408451,0.531125431836301,0.825493171471927,0.915824915824916,0.806397306397306
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svd,8,46,54, zones, low_bits_2, svd,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.82471264 0.80924855 0.79190751 0.78901734 0.84393064],0.795031055900621,0.788819875776398,0.85016835016835,0.876254180602007,0.907621247113164,0.871824480369515,0.798780487804878,0.829113924050633,0.795654523000926,0.803468208092485,0.847560975609756,0.787704538437789,0.855753646677472,0.888888888888889,0.85016835016835
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63,10, low_bits_3, svd,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.81690141 0.86619718 0.81690141 0.84859155 0.84859155],0.81183932346723,0.801268498942918,0.846153846153846,0.875601374570447,0.897183098591549,0.872535211267606,0.804395604395604,0.782051282051282,0.81152773307585,0.798283261802575,0.781512605042017,0.801394600393349,0.846801346801347,0.851099830795262,0.846158023505739
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52,12, low_bits_2, svd,1716,572,572,0.6,0.2,0.2, [0.7994186  0.76744186 0.75290698 0.78070175 0.77777778],0.921212121212121,0.906060606060606,0.880892255892256,0.870114942528736,0.882284382284382,0.868298368298368,0.921686746987952,0.905325443786982,0.921606821272373,0.90282131661442,0.894409937888199,0.905784850600904,0.88163948138854,0.887205387205387,0.880892255892256
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54,12, low_bits_5, svd,1830,610,610,0.6,0.2,0.2, [0.77868852 0.76229508 0.73224044 0.72677596 0.74863388],0.549450549450549,0.516483516483517,0.775673400673401,0.847252747252747,0.842622950819672,0.848087431693989,0.568421052631579,0.637795275590551,0.555199007658289,0.568627450980392,0.595890410958904,0.510543630676303,0.778929904603899,0.79040404040404,0.775673400673401
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.49655172 0.50344828 0.49310345 0.51034483 0.55517241],0.535637149028078,0.537796976241901,0.809343434343434,0.983402489626556,0.980689655172414,0.983448275862069,0.547368421052632,0.565217391304348,0.535827579772346,0.559670781893004,0.583690987124463,0.537497667475275,0.8117989198172,0.822390572390572,0.809343434343434
svm_model_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58,10, low_bits_3, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.77430556 0.79166667 0.82638889 0.76573427 0.77622378],0.861702127659574,0.880851063829787,0.827020202020202,0.804845222072678,0.832869080779944,0.798050139275766,0.861407249466951,0.866952789699571,0.861746437043878,0.878787878787879,0.856540084388186,0.881059741764908,0.829954489035995,0.844276094276094,0.827020202020202
ensemble_model_N32_B34_E66_nb_zones_8_lab_svd,32,34,66,8, lab, svd,1056,352,352,0.6,0.2,0.2, [0.99056604 0.98584906 0.99528302 0.9952381  0.99047619],0.821022727272727,0.838068181818182,0.931818181818182,1,1,1,0.826446280991735,0.93167701863354,0.829712854866508,0.864608076009501,0.962962962962963,0.828107248352647,0.934782608695652,0.979498861047836,0.931926301272217
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54,12, low_bits_6, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.8        0.8        0.82758621 0.83333333 0.77873563],0.585443037974684,0.582278481012658,0.84469696969697,0.938940092165899,0.934633027522936,0.939220183486239,0.687350835322196,0.883435582822086,0.575704719515618,0.67,0.875816993464052,0.59128272986086,0.855577299412916,0.92003367003367,0.84469696969697
svm_model_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66,8, low_bits_3, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.86637931 0.8362069  0.86521739 0.8826087  0.83043478],0.783854166666667,0.768229166666667,0.832466181061394,0.871794871794872,0.883882149046794,0.87001733102253,0.798053527980535,0.828282828282828,0.782420984033887,0.767624020887729,0.773684210526316,0.76828540423223,0.836048879837067,0.850777202072539,0.832389645968349
svm_model_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70,4, lab, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.98387097 0.99193548 0.98387097 1.         0.99180328],0.614634146341463,0.692682926829268,0.861598440545809,1,1,1,0.680161943319838,0.923076923076923,0.645748987854251,0.752941176470588,0.941176470588235,0.693889206167904,0.87298747763864,0.974051896207585,0.864168805246649
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_4_shifted_2_svdne,32,34,66, zones, low_bits_4_shifted_2, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.90206186 0.953125   0.88020833 0.94270833 0.94270833],0.634375,0.65625,0.857053682896379,0.997916666666666,0.995841995841996,0.997920997920998,0.650746268656716,0.698717948717949,0.635944340212633,0.692737430167598,0.784810126582278,0.657837162056571,0.861464004839685,0.89559748427673,0.85734025391036
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.96610169 0.92372881 0.96610169 0.97413793 0.93103448],0.605128205128205,0.574358974358974,0.836065573770492,1,1,1,0.690763052208835,0.796296296296296,0.58205619412516,0.606635071090047,0.64,0.572631578947368,0.847036328871893,0.884231536926148,0.834747347410442
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,588,196,196,0.6,0.2,0.2, [0.72881356 0.63559322 0.74576271 0.66101695 0.68965517],0.596938775510204,0.607142857142857,0.812244897959184,0.952702702702702,0.959183673469388,0.952380952380952,0.586387434554974,0.589473684210526,0.596717040125065,0.620689655172414,0.617647058823529,0.606695869837297,0.813387423935091,0.816700610997963,0.812235786071579
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70,8, low_bits_2, svd,1230,410,410,0.6,0.2,0.2, [0.85365854 0.8495935  0.88211382 0.82113821 0.81300813],0.814634146341463,0.775609756097561,0.825853658536585,0.84964200477327,0.868292682926829,0.846341463414634,0.812807881773399,0.785714285714286,0.815357142857143,0.764102564102564,0.737623762376238,0.775061881188119,0.826108134437409,0.82570593962999,0.825853947332102
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63,8, low_bits_4, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.7605042  0.78571429 0.78151261 0.80672269 0.78151261],0.638888888888889,0.648989898989899,0.853683148335015,0.993254637436762,0.989915966386555,0.99327731092437,0.652068126520681,0.683673469387755,0.639336734693878,0.672941176470588,0.707920792079208,0.647774829029295,0.856577645895153,0.872104733131923,0.853645895382948
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70,6, low_bits_4, svdne,870,290,290,0.6,0.2,0.2, [0.92528736 0.86781609 0.89655172 0.84482759 0.88505747],0.696551724137931,0.620689655172414,0.848965517241379,0.97616345062429,0.988505747126437,0.975862068965517,0.752808988764045,0.848101265822785,0.68162639048715,0.662576687116564,0.788321167883212,0.629454701588665,0.859884836852207,0.920547945205479,0.848468417047184
ensemble_model_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66,6, low_bits_6, svdne,960,320,320,0.6,0.2,0.2, [0.93229167 0.953125   0.95833333 0.96875    0.94791667],0.61875,0.5875,0.839375,0.996871741397289,0.995833333333333,0.996875,0.677248677248677,0.847682119205298,0.630941651318625,0.666666666666667,0.781065088757396,0.575963007954857,0.851702250432775,0.9225,0.839375
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svd,40,30,70,6, low_bits_4_shifted_2, svd,924,308,308,0.6,0.2,0.2, [0.98924731 0.98924731 0.97282609 0.96195652 0.97826087],0.652597402597403,0.603896103896104,0.849350649350649,0.996749729144095,0.995670995670996,0.996753246753247,0.730478589420655,0.843023255813953,0.627393980848153,0.682291666666667,0.850649350649351,0.603896103896104,0.863849765258216,0.934010152284264,0.847324225078302
svm_model_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54,12, lab, svdn,1728,576,576,0.6,0.2,0.2, [0.62427746 0.65606936 0.6416185  0.62716763 0.6627907 ],0.475308641975309,0.432098765432099,0.696969696969697,0.793918918918919,0.815972222222222,0.788194444444444,0.538043478260869,0.6,0.472955974842767,0.497267759562842,0.572327044025157,0.434648370497427,0.713147410358566,0.753367003367003,0.696969696969697
ensemble_model_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70,4, lab, svdne,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [1.         1.         1.         0.99107143 0.98214286],0.790322580645161,0.806451612903226,0.919527896995708,1,1,1,0.820276497695852,0.89,0.782209302325582,0.823529411764706,0.884210526315789,0.804742625795257,0.923547400611621,0.953684210526316,0.918855234366002
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,1146,382,382,0.6,0.2,0.2, [0.53478261 0.56086957 0.53043478 0.49122807 0.56578947],0.539267015706806,0.573298429319372,0.805759162303665,0.97212543554007,0.973821989528796,0.972076788830715,0.502824858757062,0.473404255319149,0.538248519412152,0.595533498759305,0.579710144927536,0.572712215320911,0.805249343832021,0.792355371900826,0.805944140302855
svm_model_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63,8, lab, svdne,1128,376,376,0.6,0.2,0.2, [0.99557522 0.98672566 0.99557522 0.96902655 1.        ],0.752659574468085,0.776595744680851,0.904787234042553,0.998230088495575,1,0.99822695035461,0.784222737819025,0.875647668393782,0.749299244032957,0.796116504854369,0.854166666666667,0.774909420289855,0.909275215408008,0.945205479452055,0.904396509865662
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52,12, low_bits_4, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.7311828  0.76344086 0.7016129  0.72162162 0.76216216],0.723076923076923,0.646153846153846,0.800084175084175,0.833956219967966,0.841594827586207,0.832435344827586,0.739130434782609,0.790697674418605,0.723593112018463,0.671428571428571,0.717557251908397,0.645600331380555,0.804446274186908,0.822390572390572,0.800084175084175
svm_model_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70,4, low_bits_5, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.90677966 0.95762712 0.95762712 0.91525424 0.91525424],0.586734693877551,0.602040816326531,0.838085539714868,1,1,1,0.646288209606987,0.813186813186813,0.601831501831502,0.677685950413223,0.766355140186916,0.585424761104694,0.850141376060321,0.914807302231237,0.837771749275128
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdn,26,37,63,8, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.57083333 0.55       0.59583333 0.6        0.58403361],0.533834586466165,0.496240601503759,0.799098196392786,0.988313856427379,0.988313856427379,0.988313856427379,0.535,0.524509803921569,0.534049773755656,0.483290488431877,0.484536082474227,0.495926577822479,0.798188223452441,0.795386158475426,0.799094480639115
ensemble_model_v2_N40_B30_E70_nb_zones_4_lab_svdne,40,30,70, zones, lab, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.98245614 1.         1.         0.99107143 1.        ],0.748663101604278,0.732620320855615,0.896367521367521,1,1,1,0.785388127853881,0.914893617021277,0.7477693891558,0.772727272727273,0.913978494623656,0.733584991992679,0.903096903096903,0.965811965811966,0.896367521367521
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70,8, low_bits_3, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.8647541  0.86885246 0.88429752 0.87603306 0.88842975],0.814356435643564,0.784653465346535,0.869930761622156,0.918744971842317,0.940691927512356,0.916803953871499,0.812967581047382,0.79126213592233,0.814822987153084,0.775193798449612,0.738916256157635,0.784881013650957,0.870507139340226,0.87007874015748,0.869930026142359
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66,8, low_bits_5, svd,1170,390,390,0.6,0.2,0.2, [0.89316239 0.92307692 0.91880342 0.93162393 0.9017094 ],0.592307692307692,0.571794871794872,0.832307692307692,0.999144568006844,0.998290598290598,0.999145299145299,0.659528907922912,0.797927461139896,0.594395202651166,0.637744034707158,0.757731958762887,0.572743530401851,0.844062947067239,0.910493827160494,0.832547527077179
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66,8, low_bits_4, svdn,1146,382,382,0.6,0.2,0.2, [0.66086957 0.66086957 0.68695652 0.56140351 0.66666667],0.56282722513089,0.615183246073298,0.790575916230366,0.926495726495726,0.945898778359511,0.924956369982548,0.612529002320186,0.776470588235294,0.583990011098779,0.657342657342657,0.694581280788177,0.609860472796323,0.80295566502463,0.861522198731501,0.791238277788987
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svd,4,48,52, zones, low_bits_3, svd,1698,566,566,0.6,0.2,0.2, [0.79117647 0.82352941 0.80882353 0.80294118 0.78698225],0.79646017699115,0.793510324483776,0.848063973063973,0.874292185730464,0.909305064782097,0.869257950530035,0.786377708978328,0.765060240963855,0.795824918169789,0.804469273743017,0.832369942196532,0.792690995194652,0.852472415202289,0.877946127946128,0.848063973063973
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.62173913 0.59565217 0.57826087 0.56521739 0.56578947],0.536649214659686,0.515706806282722,0.799686192468619,0.981659388646288,0.979094076655052,0.981707317073171,0.579572446555819,0.638743455497382,0.536649214659686,0.574712643678161,0.651041666666667,0.51499451754386,0.808595702148926,0.845350052246604,0.799638376908642
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70,6, low_bits_6, svd,870,290,290,0.6,0.2,0.2, [0.90804598 0.94252874 0.93103448 0.90804598 0.8908046 ],0.624137931034483,0.572413793103448,0.839310344827586,1,1,1,0.65615141955836,0.787878787878788,0.637610280015343,0.641618497109827,0.725490196078431,0.563475025046515,0.848010437051533,0.902777777777778,0.839745053272451
ensemble_model_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70,4, low_bits_5, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.96774194 0.99193548 0.92741935 0.96774194 0.95967742],0.650485436893204,0.616504854368932,0.853682170542636,1,1,1,0.71875,0.876190476190476,0.646016030174446,0.655021834061135,0.833333333333333,0.640804597701149,0.863348416289593,0.944554455445544,0.855578935502658
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.54316547 0.56115108 0.48920863 0.51079137 0.53956835],0.505399568034557,0.518358531317495,0.796200345423143,0.985632183908046,0.98705035971223,0.985611510791367,0.49890590809628,0.483050847457627,0.505842604345554,0.507726269315673,0.502183406113537,0.518185720150786,0.79496090356212,0.788793103448276,0.796213160720678
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70,6, low_bits_4, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.91145833 0.92105263 0.91052632 0.94210526 0.89473684],0.706624605678234,0.65615141955836,0.862547288776797,0.982978723404255,0.970588235294117,0.983193277310924,0.743801652892562,0.813253012048193,0.701328492779063,0.694677871148459,0.789808917197452,0.657404458598726,0.868674698795181,0.902377972465582,0.862243624098102
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66,8, low_bits_3, svdne,1170,390,390,0.6,0.2,0.2, [0.9017094  0.83760684 0.82905983 0.82905983 0.86752137],0.741025641025641,0.782051282051282,0.854871794871795,0.91963545981773,0.948717948717949,0.917094017094017,0.756626506024097,0.853260869565217,0.747018784297172,0.796163069544365,0.873684210526316,0.784342105263158,0.861206473761648,0.915537017726799,0.85585125356572
ensemble_model_v2_N32_B34_E66_nb_zones_6_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,906,302,302,0.6,0.2,0.2, [0.95604396 0.95604396 0.95054945 0.93888889 0.95555556],0.632450331125828,0.625827814569536,0.850331125827815,0.997792494481236,0.997792494481236,0.997792494481236,0.697547683923706,0.842105263157895,0.631052631578947,0.692098092643052,0.86986301369863,0.633649455567264,0.862195121951219,0.941411451398136,0.8508111275436
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58,10, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.52430556 0.55208333 0.52097902 0.53496503 0.53846154],0.48619957537155,0.518046709129512,0.543350168350168,0.553623188405797,0.532775453277545,0.570432357043236,0.51984126984127,0.552742616033755,0.485773017418587,0.541414141414141,0.572649572649573,0.51839229687331,0.543926019335855,0.544612794612795,0.543350168350168
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.54700855 0.6025641  0.52564103 0.58974359 0.56465517],0.534704370179949,0.55012853470437,0.78622816032888,0.949066213921902,0.957191780821918,0.948630136986301,0.553086419753087,0.52093023255814,0.536327185244587,0.547803617571059,0.540816326530612,0.550200909379296,0.788832487309645,0.780904522613065,0.786351314934293
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svd,40,30,70,6, low_bits_4_shifted_2, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.91666667 0.94444444 0.95555556 0.93820225 0.93820225],0.654362416107382,0.593959731543624,0.849865951742627,1,1,1,0.699708454810496,0.75,0.646739130434782,0.657223796033994,0.816901408450704,0.603963524738173,0.85929648241206,0.912,0.849530997304582
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svd,32,34,66, zones, lab, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.9795082  0.99590164 0.97540984 0.99180328 0.99590164],0.832512315270936,0.768472906403941,0.918799212598425,0.997538966365874,0.99672131147541,0.997540983606557,0.838095238095238,0.911917098445596,0.836240239363643,0.786363636363636,0.869346733668342,0.770422159104702,0.920634920634921,0.955089820359282,0.919292482995175
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63,10, low_bits_2, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.77388535 0.8525641  0.83333333 0.82051282 0.7724359 ],0.803439803439803,0.85012285012285,0.847643097643097,0.864167178856792,0.900128040973111,0.858514724711908,0.819004524886878,0.85377358490566,0.801245766811804,0.851581508515815,0.897435897435897,0.852019835510401,0.854032258064516,0.891414141414141,0.847643097643097
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58,10, low_bits_3, svdne,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [0.78776978 0.79136691 0.83333333 0.75724638 0.79710145],0.811279826464208,0.806941431670282,0.841717259323504,0.866619618913197,0.88728323699422,0.863439306358382,0.812095032397408,0.796610169491525,0.811638418079096,0.799097065462754,0.79372197309417,0.806524852093304,0.842875591907017,0.850564726324935,0.841732579612684
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svd,32,34,66,8, low_bits_4_shifted_2, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.95217391 0.93913043 0.95217391 0.94782609 0.92982456],0.56020942408377,0.604712041884817,0.8331589958159,1,1,1,0.651452282157676,0.853260869565217,0.570569828722003,0.694949494949495,0.864321608040201,0.59336298981245,0.849882352941176,0.943573667711599,0.833043378358417
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52,12, low_bits_6, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.54       0.50571429 0.52571429 0.48571429 0.52      ],0.514376996805112,0.485623003194888,0.574915824915825,0.603301081388731,0.605714285714286,0.601714285714286,0.515923566878981,0.525974025974026,0.514559340031038,0.51063829787234,0.528301886792453,0.484930164175447,0.579166666666667,0.585016835016835,0.574915824915825
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svdn,4,48,52, zones, lab, svdn,1776,592,592,0.6,0.2,0.2, [0.53932584 0.55898876 0.53370787 0.55932203 0.55649718],0.543333333333333,0.453333333333333,0.830808080808081,0.943732590529248,0.953828828828829,0.943130630630631,0.578461538461538,0.591194968553459,0.540278335340559,0.438356164383562,0.453900709219858,0.453365448949552,0.833333333333333,0.845959595959596,0.830808080808081
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.80769231 0.79059829 0.83333333 0.79741379 0.81034483],0.716494845360825,0.711340206185567,0.85221421215242,0.943917169974116,0.938250428816466,0.944253859348199,0.727722772277228,0.761658031088083,0.716726451441477,0.733333333333333,0.785714285714286,0.710565476190476,0.855269793242562,0.872427983539095,0.852193373212846
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52,12, low_bits_5, svdn,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.50280899 0.48876404 0.53089888 0.51404494 0.51694915],0.491638795986622,0.494983277591973,0.512626262626263,0.550236717517096,0.58830146231721,0.519122609673791,0.525,0.552631578947368,0.490601503759399,0.532507739938081,0.585034013605442,0.496464375223774,0.544811320754717,0.583333333333333,0.512626262626263
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58,10, low_bits_5, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.55921053 0.47039474 0.50993377 0.54966887 0.53642384],0.501160092807425,0.473317865429234,0.523569023569024,0.496350364963504,0.449141347424042,0.544253632760898,0.474327628361858,0.423580786026201,0.506344848458645,0.407310704960836,0.386138613861386,0.46817847723637,0.47641073080481,0.433501683501684,0.523569023569024
ensemble_model_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63,8, lab, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.99173554 0.98760331 0.96280992 0.97520661 0.98760331],0.771712158808933,0.769230769230769,0.905257936507936,0.99505766062603,0.998347107438017,0.99504132231405,0.800865800865801,0.92964824120603,0.77364765001478,0.805845511482255,0.889400921658986,0.759216589861751,0.911368909512761,0.961802154750245,0.904519167827384
svm_model_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58,10, low_bits_2, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.82894737 0.79934211 0.79934211 0.84539474 0.79605263],0.848130841121495,0.838785046728972,0.825757575757576,0.830917874396135,0.905263157894737,0.815789473684211,0.849187935034803,0.847222222222222,0.848139412997904,0.839160839160839,0.849056603773585,0.838880153738644,0.835453100158983,0.884680134680135,0.825757575757576
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdn,4,48,52,12, low_bits_4_shifted_2, svdn,1734,578,578,0.6,0.2,0.2, [0.49712644 0.52873563 0.48843931 0.49421965 0.46531792],0.454828660436137,0.545171339563863,0.566919191919192,0.589803012746234,0.587081891580161,0.591695501730104,0.444444444444444,0.432098765432099,0.455043093407873,0.537974683544304,0.534591194968553,0.545073375262055,0.5634280865507,0.558922558922559,0.566919191919192
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.73595506 0.78651685 0.7752809  0.75280899 0.75423729],0.648829431438127,0.688963210702341,0.789141414141414,0.832689122032027,0.84814398200225,0.829583802024747,0.634146341463415,0.645390070921986,0.648644402549601,0.699029126213592,0.683544303797468,0.689289882395188,0.791857083506439,0.802188552188552,0.789141414141414
ensemble_model_v2_N40_B30_E70_nb_zones_4_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.9516129  0.9516129  0.96774194 0.91803279 0.90163934],0.648780487804878,0.678048780487805,0.861598440545809,0.993464052287582,0.987012987012987,0.993506493506493,0.675675675675676,0.77319587628866,0.655116456662848,0.707964601769911,0.754716981132076,0.675338288545836,0.866037735849057,0.898238747553816,0.861740733000209
svm_model_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66,8, low_bits_2, svdne,1152,384,384,0.6,0.2,0.2, [0.84051724 0.78695652 0.76086957 0.77826087 0.82173913],0.854166666666667,0.846354166666667,0.824479166666667,0.807291666666667,0.807291666666667,0.807291666666666,0.855670103092784,0.922222222222222,0.858169934640523,0.867415730337079,0.936893203883495,0.83923311879568,0.830226700251889,0.856548856548856,0.824412215330796
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svd,8,46,54,12, low_bits_4_shifted_2, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.74858757 0.74431818 0.79545455 0.77556818 0.79829545],0.62214983713355,0.657980456026059,0.875,0.955762514551804,0.931895573212259,0.956867196367764,0.644171779141104,0.724137931034483,0.627501064282674,0.700854700854701,0.759259259259259,0.652043422733078,0.875991649269311,0.882996632996633,0.875
svm_model_N40_B30_E70_nb_zones_6_lab_svd,40,30,70,6, lab, svd,906,302,302,0.6,0.2,0.2, [0.98351648 1.         0.99450549 0.98333333 0.99444444],0.764900662251656,0.76158940397351,0.905298013245033,1,1,1,0.774603174603175,0.818791946308725,0.76560512348116,0.77639751552795,0.862068965517241,0.76542938721722,0.907323395981854,0.937081659973226,0.90563126248989
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svdn,16,42,58, zones, lab, svdn,1494,498,498,0.6,0.2,0.2, [0.8        0.76333333 0.73489933 0.74161074 0.75503356],0.492063492063492,0.473922902494331,0.781986531986532,0.959370904325033,0.979919678714859,0.958500669344043,0.601423487544484,0.768181818181818,0.492688194158782,0.594405594405594,0.769230769230769,0.473251748251748,0.805263157894737,0.901515151515152,0.781986531986532
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.82026144 0.77960526 0.8125     0.84868421 0.78618421],0.833723653395785,0.831381733021077,0.875420875420875,0.900842514581983,0.913272010512484,0.899474375821288,0.851153039832285,0.935483870967742,0.832027649769585,0.84070796460177,0.904761904761905,0.832565284178187,0.880258899676375,0.915824915824916,0.875420875420875
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54,12, low_bits_5, svd,1704,568,568,0.6,0.2,0.2, [0.73099415 0.71637427 0.74117647 0.77647059 0.79117647],0.589285714285714,0.56547619047619,0.835858585858586,0.937866354044549,0.938967136150235,0.937793427230047,0.644329896907217,0.739644970414201,0.588385359458598,0.615789473684211,0.70059880239521,0.566275732558552,0.842360549717057,0.877104377104377,0.835858585858586
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70,8, low_bits_2, svd,1272,424,424,0.6,0.2,0.2, [0.83203125 0.83070866 0.86220472 0.81102362 0.79133858],0.811320754716981,0.837264150943396,0.858018867924528,0.881987577639751,0.893081761006289,0.880503144654088,0.812206572769953,0.860696517412935,0.813756330455347,0.843537414965986,0.881516587677725,0.837471908862337,0.860324825986079,0.884541984732824,0.858315768485815
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.84574468 0.87234043 0.86021505 0.87634409 0.84946237],0.617363344051447,0.691318327974277,0.848329048843188,0.977297297297297,0.967880085653105,0.977516059957174,0.648967551622419,0.769230769230769,0.628663003663004,0.719298245614035,0.814569536423841,0.69478476821192,0.853051058530511,0.900131406044678,0.849436772204729
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70,6, low_bits_6, svd,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.97       0.92929293 0.97979798 0.97474747 0.93939394],0.603030303030303,0.621212121212121,0.843825665859564,0.997983870967742,0.997983870967742,0.997983870967742,0.671679197994987,0.812121212121212,0.603030303030303,0.695863746958637,0.826589595375723,0.610747026987224,0.856825749167592,0.925659472422062,0.843025335233036
svm_model_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63,8, low_bits_6, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.89823009 0.88495575 0.87168142 0.89380531 0.90265487],0.63563829787234,0.627659574468085,0.840063761955367,0.978494623655914,0.966371681415929,0.978761061946903,0.680652680652681,0.764397905759162,0.633550304230933,0.671361502347418,0.756613756613757,0.626969979911156,0.84728564180619,0.883597883597884,0.839877917252517
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54,12, low_bits_3, svdn,1782,594,594,0.6,0.2,0.2, [0.47486034 0.48314607 0.49719101 0.48314607 0.50842697],0.531986531986532,0.474747474747475,0.693602693602694,0.763258611262985,0.783389450056117,0.757014590347924,0.558730158730159,0.578947368421053,0.530852994555354,0.493506493506493,0.524137931034483,0.475884754990926,0.703099510603589,0.725589225589226,0.693602693602694
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svd,40,30,70, zones, low_bits_4_shifted_2, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.9137931  0.94252874 0.94252874 0.93103448 0.97674419],0.640138408304498,0.622837370242215,0.852697095435685,1,1,1,0.695906432748538,0.793333333333333,0.634076738609113,0.685878962536023,0.777777777777778,0.613153594771242,0.863198458574181,0.911804613297151,0.851529951218392
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66,8, low_bits_5, svd,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.92857143 0.93277311 0.90336134 0.88983051 0.90677966],0.648101265822785,0.627848101265823,0.855263157894737,1,1,1,0.701075268817204,0.799019607843137,0.642965301303768,0.685224839400428,0.804020100502513,0.626499846169624,0.864966949952786,0.919678714859438,0.854737316613392
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54,12, low_bits_6, svd,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.77659574 0.7606383  0.76861702 0.76737968 0.77272727],0.62,0.656,0.89983164983165,0.969404186795491,0.962686567164179,0.969616204690831,0.654545454545454,0.731707317073171,0.621759170347609,0.67910447761194,0.716535433070866,0.655015684015108,0.901080631753948,0.912457912457912,0.89983164983165
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,1170,390,390,0.6,0.2,0.2, [0.87179487 0.87179487 0.90598291 0.87179487 0.88888889],0.787179487179487,0.78974358974359,0.873333333333333,0.929310344827586,0.921367521367521,0.92991452991453,0.799031476997579,0.846153846153846,0.787179487179487,0.788659793814433,0.80952380952381,0.790334044065387,0.87404385517593,0.884416924664603,0.87340112288276
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdn,16,42,58,10, low_bits_4_shifted_2, svdn,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.58695652 0.50931677 0.528125   0.521875   0.578125  ],0.479274611398964,0.5,0.560606060606061,0.603174603174603,0.615960099750623,0.594763092269327,0.522565320665083,0.569948186528497,0.479274611398964,0.528117359413203,0.559585492227979,0.5,0.576985413290113,0.599326599326599,0.560606060606061
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,1194,398,398,0.6,0.2,0.2, [0.80833333 0.80416667 0.78991597 0.81092437 0.8487395 ],0.819095477386935,0.826633165829146,0.888442211055276,0.93255620316403,0.938023450586265,0.9321608040201,0.816326530612245,0.769230769230769,0.821457489878542,0.805633802816901,0.785714285714286,0.823412698412698,0.886036960985626,0.874366767983789,0.888329944310937
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70,6, low_bits_5, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.95294118 0.95882353 0.91764706 0.95294118 0.92941176],0.597173144876325,0.62190812720848,0.843926553672316,1,1,1,0.636942675159236,0.763358778625954,0.608653073523503,0.686217008797654,0.823943661971831,0.621191689141944,0.853156146179402,0.919770773638968,0.844982879855696
svm_model_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63,8, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.81092437 0.82352941 0.83193277 0.81932773 0.85714286],0.580808080808081,0.570707070707071,0.8284561049445,0.996649916247906,1,0.996638655462185,0.642241379310345,0.78421052631579,0.588707204905468,0.62719298245614,0.694174757281553,0.565508431272356,0.839167455061495,0.895055499495459,0.8284561049445
ensemble_model_v2_N26_B37_E63_nb_zones_8_lab_svdne,26,37,63, zones, lab, svdne,1260,420,420,0.6,0.2,0.2, [0.98412698 0.97222222 0.96031746 0.98809524 0.97222222],0.716666666666667,0.673809523809524,0.876190476190476,0.996815286624204,0.993650793650794,0.996825396825397,0.781651376146789,0.930131004366812,0.695431994330003,0.706638115631692,0.868421052631579,0.690732265446224,0.885361552028219,0.957102001906578,0.876267461467085
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66,8, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.92083333 0.90833333 0.91176471 0.91596639 0.8907563 ],0.567839195979899,0.57537688442211,0.814070351758794,0.975933609958506,0.984924623115578,0.97571189279732,0.6640625,0.790697674418605,0.548354301690177,0.657200811359026,0.822335025380711,0.577834179357022,0.832579185520362,0.91179385530228,0.812675724796909
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdn,26,37,63, zones, low_bits_4_shifted_2, svdn,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.568      0.6        0.604      0.52822581 0.56854839],0.556626506024096,0.530120481927711,0.788535645472062,0.952153110047847,0.958266452648475,0.951845906902087,0.537688442211055,0.521951219512195,0.556213704994193,0.527845036319613,0.531707317073171,0.5301393728223,0.787409200968523,0.78702807357212,0.788528418377623
ensemble_model_N40_B30_E70_nb_zones_6_lab_svd,40,30,70,6, lab, svd,894,298,298,0.6,0.2,0.2, [1.         0.97777778 1.         1.         0.99438202],0.822147651006711,0.822147651006711,0.928187919463087,0.998882681564246,1,0.998881431767338,0.836923076923077,0.957746478873239,0.828232213795594,0.843657817109145,0.92258064516129,0.817933679224002,0.931366260423348,0.975806451612903,0.928251751275621
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58,10, low_bits_4, svdne,1440,480,480,0.6,0.2,0.2, [0.79513889 0.78472222 0.75694444 0.73958333 0.75347222],0.709401709401709,0.717948717948718,0.75462962962963,0.789015405224381,0.818055555555556,0.78125,0.717842323651452,0.755458515283843,0.71036524090552,0.740157480314961,0.786610878661088,0.716449544134037,0.76520338300443,0.7996632996633,0.75462962962963
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.55327869 0.60655738 0.63636364 0.5785124  0.6446281 ],0.631188118811881,0.606435643564356,0.804648862512364,0.92886345053148,0.935749588138386,0.92833607907743,0.637469586374696,0.658291457286432,0.63158475303346,0.637813211845103,0.689655172413793,0.606021616057643,0.809454896285576,0.831516352824579,0.804701907902911
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svd,32,34,66,8, low_bits_4_shifted_2, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.91101695 0.91101695 0.94491525 0.94067797 0.96186441],0.590330788804071,0.666666666666667,0.845371312309257,0.989761092150171,0.983050847457627,0.989830508474576,0.646153846153846,0.75,0.590736040609137,0.712087912087912,0.814070351758794,0.664767134642284,0.853986551392891,0.90253807106599,0.845254764381109
svm_model_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66,8, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.83333333 0.8875     0.8697479  0.86554622 0.81512605],0.562814070351759,0.555276381909548,0.790452261306533,0.946945337620579,0.986599664991625,0.944723618090452,0.647773279352227,0.8,0.561616161616162,0.643863179074447,0.82051282051282,0.560502715675129,0.813422818791946,0.91633064516129,0.790830653241968
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54,12, low_bits_2, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.49157303 0.51685393 0.54237288 0.47457627 0.50847458],0.551495016611296,0.518272425249169,0.651515151515152,0.683967704728951,0.668545659526494,0.691093573844419,0.522968197879859,0.513888888888889,0.549938075017693,0.505119453924915,0.471337579617834,0.520391012031139,0.641558441558442,0.623737373737374,0.651515151515152
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58,10, low_bits_2, svdne,1368,456,456,0.6,0.2,0.2, [0.82846715 0.80656934 0.83576642 0.83211679 0.82352941],0.798245614035088,0.793859649122807,0.845614035087719,0.883916083916084,0.923976608187134,0.878654970760234,0.804255319148936,0.804255319148936,0.798055261384423,0.792035398230089,0.809954751131222,0.794339077693271,0.850340136054422,0.87719298245614,0.845614035087719
svm_model_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52,12, lab, svdne,1704,568,568,0.6,0.2,0.2, [0.89766082 0.88596491 0.88823529 0.87941176 0.87941176],0.764880952380952,0.770833333333333,0.862794612794613,0.899527186761229,0.893192488262911,0.900234741784037,0.777464788732394,0.846625766871166,0.767243519273733,0.804071246819338,0.913294797687861,0.766463349764176,0.866393442622951,0.88973063973064,0.862794612794613
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66,8, low_bits_2, svdne,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.77966102 0.75847458 0.76271186 0.77118644 0.76495726],0.854591836734694,0.849489795918367,0.837920489296636,0.837620578778135,0.884550084889643,0.828522920203735,0.843835616438356,0.819148936170213,0.853201919065498,0.848329048843188,0.833333333333333,0.849656357388316,0.840840840840841,0.861538461538462,0.838064063595978
svm_model_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58,10, lab, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.95422535 0.9822695  0.95744681 0.94680851 0.96453901],0.817021276595744,0.817021276595744,0.911989795918367,0.974910394265233,0.963172804532578,0.975212464589235,0.825910931174089,0.853556485355648,0.816388632288214,0.824489795918367,0.870689655172414,0.817697768762677,0.912988650693569,0.92268479184367,0.911980693794176
ensemble_model_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54,12, lab, svdn,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.68055556 0.6        0.66111111 0.69553073 0.62569832],0.475862068965517,0.382758620689655,0.841329966329966,0.97452934662237,0.979955456570156,0.974387527839644,0.575418994413408,0.647798742138365,0.457487157328724,0.484149855907781,0.641221374045801,0.405516347400259,0.849860613301474,0.898148148148148,0.841329966329966
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.83227848 0.79113924 0.8343949  0.82802548 0.8089172 ],0.788029925187032,0.802992518703242,0.865319865319865,0.901639344262295,0.90851334180432,0.900889453621347,0.8,0.829268292682927,0.7870831259333,0.817551963048499,0.903061224489796,0.805189148830264,0.869067103109656,0.893939393939394,0.865319865319865
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,1378,459,459,0.600174216027875,0.199912891986063,0.199912891986063, [0.79710145 0.77536232 0.81521739 0.81521739 0.83941606],0.832244008714597,0.816993464052288,0.864547038327526,0.892395982783357,0.902757619738752,0.891146589259797,0.822170900692841,0.847619047619048,0.833448078026391,0.832,0.842105263157895,0.814920556107249,0.866351525569402,0.879581151832461,0.864573184611883
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.95108696 0.97282609 0.95652174 0.94021739 0.97282609],0.633986928104575,0.65359477124183,0.855744125326371,0.996735582154516,0.995652173913044,0.996739130434782,0.706806282722513,0.888157894736842,0.635637388926863,0.71957671957672,0.84472049689441,0.643049903619619,0.868374032162001,0.943078913324709,0.85493866614852
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63,10, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.8041958  0.82167832 0.80769231 0.84615385 0.78521127],0.645569620253165,0.670886075949367,0.804292929292929,0.899501069137562,0.88375350140056,0.901260504201681,0.644067796610169,0.635983263598326,0.645651206267248,0.676348547717842,0.693617021276596,0.671076293065076,0.802715316079762,0.796296296296296,0.804292929292929
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52,12, low_bits_3, svdn,1800,600,600,0.6,0.2,0.2, [0.51388889 0.51388889 0.51944444 0.51111111 0.47777778],0.482638888888889,0.524305555555556,0.511784511784512,0.238675958188153,0.152222222222222,0.514444444444445,0.211640211640212,0.141843971631206,0.475683890577508,0.259459459459459,0.163265306122449,0.531987262990302,0.23784494086728,0.152356902356902,0.511784511784512
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svd,4,48,52, zones, low_bits_4, svd,1776,592,592,0.6,0.2,0.2, [0.75842697 0.7247191  0.68258427 0.70056497 0.71751412],0.743333333333333,0.73,0.818181818181818,0.844494892167991,0.837837837837838,0.845720720720721,0.737201365187713,0.724832214765101,0.743210809369305,0.719723183391003,0.688741721854305,0.730276901195609,0.815699658703072,0.804713804713805,0.818181818181818
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70,6, low_bits_5, svd,894,298,298,0.6,0.2,0.2, [0.92777778 0.93333333 0.90449438 0.92134831 0.93820225],0.620805369127517,0.657718120805369,0.855704697986577,1,1,1,0.670553935860058,0.787671232876712,0.624098774333093,0.727272727272727,0.839506172839506,0.640341321713871,0.866542520173805,0.924503311258278,0.85476866243186
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdn,40,30,70,6, low_bits_4_shifted_2, svdn,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.64893617 0.65957447 0.70430108 0.61827957 0.60215054],0.514469453376206,0.504823151125402,0.748071979434447,0.908900523560209,0.929336188436831,0.906852248394004,0.59946949602122,0.693251533742331,0.505409550654949,0.574585635359116,0.688741721854305,0.509995860927152,0.768595041322314,0.833546734955186,0.747741109413077
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svd,40,30,70, zones, lab, svd,906,302,302,0.6,0.2,0.2, [0.98351648 0.98351648 1.         0.97777778 0.97222222],0.78476821192053,0.748344370860927,0.905960264900662,0.998897464167585,1,0.998896247240618,0.829396325459318,0.951807228915663,0.766344790928419,0.780346820809249,0.971223021582734,0.764752615085845,0.913096695226438,0.984168865435356,0.905648262504912
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.79583333 0.90416667 0.80833333 0.8375     0.85714286],0.81453634085213,0.789473684210526,0.855711422845691,0.892915980230643,0.904841402337229,0.891485809682805,0.816831683168317,0.82089552238806,0.814488165234434,0.785714285714286,0.810526315789474,0.790430622009569,0.856716417910448,0.86969696969697,0.855822639918067
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58,10, low_bits_6, svdn,1458,486,486,0.6,0.2,0.2, [0.57534247 0.54109589 0.55821918 0.54794521 0.50689655],0.444444444444444,0.468409586056645,0.789141414141414,0.998630136986301,1,0.998628257887517,0.478527607361963,0.502145922746781,0.443550837479585,0.5,0.539823008849557,0.469482319875422,0.794419368075503,0.814814814814815,0.789141414141414
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52,12, low_bits_5, svdn,1728,576,576,0.6,0.2,0.2, [0.53757225 0.45953757 0.48843931 0.49710983 0.4622093 ],0.518518518518518,0.537037037037037,0.871212121212121,1,1,1,0.506329113924051,0.484848484848485,0.51915380217267,0.522292993630573,0.515723270440252,0.536649514008005,0.870229007633588,0.863636363636364,0.871212121212121
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63,8, low_bits_6, svdne,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.91666667 0.896      0.892      0.896      0.868     ],0.585131894484413,0.561151079136691,0.825982742090125,0.994377510040161,0.988817891373802,0.994408945686901,0.680221811460259,0.825112107623318,0.567195229069391,0.651428571428571,0.822115384615385,0.561775395656975,0.842925140631761,0.921475875118259,0.824683515790422
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svd,4,48,52, zones, low_bits_2, svd,1794,598,598,0.6,0.2,0.2, [0.80833333 0.78888889 0.7849162  0.77094972 0.77094972],0.84192439862543,0.828178694158076,0.850589225589225,0.858701582105837,0.87736900780379,0.855629877369008,0.848684210526316,0.889655172413793,0.842087860179499,0.836601307189543,0.876712328767123,0.828011336797355,0.85468686041752,0.878787878787879,0.850589225589226
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.84615385 0.91025641 0.8974359  0.91025641 0.89655172],0.632390745501285,0.611825192802057,0.845323741007194,0.993981083404987,0.98972602739726,0.994006849315068,0.705154639175258,0.802816901408451,0.614476632522407,0.671023965141612,0.823529411764706,0.619685497961561,0.857142857142857,0.917682926829268,0.84449634906952
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svd,8,46,54, zones, low_bits_4, svd,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.69230769 0.74260355 0.72619048 0.73214286 0.7797619 ],0.641618497109826,0.658959537572254,0.804713804713805,0.87122969837587,0.891923990498812,0.868171021377672,0.703349282296651,0.821229050279329,0.635165423343258,0.687830687830688,0.778443113772455,0.662964573646004,0.815873015873016,0.865319865319865,0.804713804713805
svm_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdne,26,37,63,8, low_bits_4_shifted_2, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.92307692 0.91880342 0.92307692 0.92672414 0.89655172],0.603092783505155,0.631443298969072,0.833676622039135,0.977508650519031,0.969125214408233,0.977701543739279,0.643518518518518,0.691542288557214,0.599781839465773,0.658711217183771,0.722513089005236,0.632830148563532,0.839063278525162,0.863589743589744,0.833552886272638
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svd,8,46,54, zones, low_bits_4_shifted_2, svd,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.80810811 0.81621622 0.79891304 0.8125     0.82065217],0.526315789473684,0.462406015037594,0.847643097643097,0.949208083014746,0.942516268980477,0.949566160520607,0.588235294117647,0.633802816901409,0.518514311676511,0.505190311418685,0.588709677419355,0.470411176737847,0.85078318219291,0.868686868686869,0.847643097643097
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70,8, low_bits_4, svd,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.85826772 0.84251969 0.88976378 0.87795276 0.8531746 ],0.68957345971564,0.663507109004739,0.852272727272727,0.969121140142518,0.965299684542587,0.969242902208202,0.713347921225383,0.751152073732719,0.687771158817579,0.696581196581196,0.765258215962441,0.662533414201316,0.857404021937843,0.881578947368421,0.852049015668943
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66,8, low_bits_4, svdne,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.86842105 0.82894737 0.8377193  0.84649123 0.84955752],0.596306068601583,0.630606860158311,0.809071729957806,0.939632545931758,0.943760984182777,0.939367311072056,0.65924276169265,0.79144385026738,0.59884692513369,0.692982456140351,0.840425531914894,0.632254650774201,0.8232421875,0.893008474576271,0.809424405355363
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdn,4,48,52,12, low_bits_4_shifted_2, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.48044693 0.43575419 0.50842697 0.46348315 0.47752809],0.462837837837838,0.5,0.870791245791246,1,1,1,0.468227424749164,0.445859872611465,0.463937130550337,0.471428571428571,0.474820143884892,0.498556568757733,0.870080406263225,0.865319865319865,0.870791245791246
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63,8, low_bits_5, svdne,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.80737705 0.81557377 0.84836066 0.84836066 0.88934426],0.642857142857143,0.642857142857143,0.850393700787402,0.988429752066116,0.980327868852459,0.988524590163934,0.692144373673036,0.823232323232323,0.647193084693085,0.678492239467849,0.701834862385321,0.638151473745852,0.857410881801126,0.89083820662768,0.849991667926166
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63,10, low_bits_3, svdn,1340,446,446,0.600358422939068,0.199820788530466,0.199820788530466, [0.60447761 0.62313433 0.58955224 0.62313433 0.61567164],0.571748878923767,0.571748878923767,0.609767025089606,0.648959081119885,0.674626865671642,0.635074626865672,0.606185567010309,0.639130434782609,0.569565217391304,0.591006423982869,0.63013698630137,0.572777744252006,0.628571428571428,0.658623771224307,0.609635335746925
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58,10, low_bits_5, svdn,1530,510,510,0.6,0.2,0.2, [0.53267974 0.45424837 0.5        0.56535948 0.49346405],0.508274231678487,0.527186761229314,0.828282828282828,1,1,1,0.518518518518519,0.511415525114155,0.508158742949234,0.519230769230769,0.529411764705882,0.527262959978512,0.828427249789739,0.829124579124579,0.828282828282828
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52,12, low_bits_6, svdn,1890,630,630,0.6,0.2,0.2, [0.45238095 0.48941799 0.48412698 0.48941799 0.47619048],0.481481481481482,0.497942386831276,0.895622895622896,1,1,1,0.479338842975207,0.46031746031746,0.482295482295482,0.487394957983193,0.495726495726496,0.497863247863248,0.89535864978903,0.893097643097643,0.895622895622895
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66,8, low_bits_6, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.91393443 0.91803279 0.91803279 0.88429752 0.94214876],0.609876543209877,0.57283950617284,0.836623889437315,1,1,1,0.694980694980695,0.849056603773585,0.598103431420471,0.65050505050505,0.78921568627451,0.57122475856014,0.851502916105877,0.9267578125,0.835634395271956
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svd,8,46,54, zones, low_bits_5, svd,1800,600,600,0.6,0.2,0.2, [0.79722222 0.73888889 0.76388889 0.75277778 0.78888889],0.524305555555556,0.552083333333333,0.827861952861953,0.921815199562602,0.936666666666667,0.920555555555556,0.598240469208211,0.739130434782609,0.532898550724638,0.623906705539359,0.713333333333333,0.545072463768116,0.837246319140469,0.885521885521885,0.827861952861953
ensemble_model_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58,10, lab, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.98287671 0.95547945 0.96917808 0.96896552 0.96551724],0.797826086956522,0.767391304347826,0.906986531986532,0.985467128027682,0.978021978021978,0.985576923076923,0.820116054158607,0.917748917748918,0.797302406472712,0.791423001949318,0.88646288209607,0.76790676572336,0.910707070707071,0.948653198653198,0.906986531986532
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,1140,380,380,0.6,0.2,0.2, [0.78070175 0.80263158 0.79385965 0.82894737 0.74561404],0.842105263157895,0.852631578947368,0.871052631578947,0.887923544743701,0.896491228070175,0.886842105263158,0.842931937172775,0.829896907216495,0.842367808446957,0.853403141361257,0.862433862433862,0.852682899803318,0.872062663185379,0.876180482686254,0.871036387066464
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.93529412 0.85882353 0.88235294 0.92941176 0.87647059],0.657243816254417,0.664310954063604,0.863700564971751,0.998822143698469,0.997647058823529,0.998823529411765,0.738544474393531,0.938356164383562,0.648010198980102,0.714714714714715,0.875,0.67219387755102,0.875724404378622,0.961810466760962,0.86383894283041
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svd,32,34,66, zones, low_bits_4_shifted_2, svd,1236,412,412,0.6,0.2,0.2, [0.87096774 0.89112903 0.93145161 0.8699187  0.8902439 ],0.62378640776699,0.616504854368932,0.838349514563107,0.9836867862969,0.975728155339806,0.983818770226537,0.669509594882729,0.758454106280193,0.623129492164487,0.673553719008265,0.761682242990654,0.610639101293307,0.847177604405691,0.888354186717998,0.837908729010321
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70,6, low_bits_6, svdn,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.69148936 0.63829787 0.60106383 0.69148936 0.59139785],0.544871794871795,0.512820512820513,0.623559539052497,0.701219512195122,0.735607675906183,0.686567164179104,0.572289156626506,0.58641975308642,0.54320987654321,0.503267973856209,0.534722222222222,0.514384920634921,0.637484586929716,0.667096774193548,0.623891462065008
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdn,40,30,70,6, low_bits_4_shifted_2, svdn,834,278,278,0.6,0.2,0.2, [0.7797619  0.73809524 0.74096386 0.75301205 0.77108434],0.532374100719424,0.507194244604317,0.792805755395683,0.97508896797153,0.985611510791367,0.974820143884892,0.56953642384106,0.609929078014184,0.531241911269866,0.547854785478548,0.592857142857143,0.506573498964803,0.801104972375691,0.830945558739255,0.792640409427431
svm_model_N26_B37_E63_nb_zones_10_lab_svd,26,37,63,10, lab, svd,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.99006623 0.98666667 0.99       0.99       0.97666667],0.665903890160183,0.638443935926774,0.872053872053872,1,1,1,0.743859649122807,0.976958525345622,0.668024717218266,0.728522336769759,0.963636363636364,0.636196062002514,0.885455915599096,0.989057239057239,0.872053872053872
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70,8, low_bits_3, svdn,1278,426,426,0.6,0.2,0.2, [0.62890625 0.64453125 0.65234375 0.67578125 0.70866142],0.715962441314554,0.720657276995305,0.690610328638498,0.684250188394876,0.710485133020344,0.672143974960876,0.699751861042184,0.66824644549763,0.715518571586024,0.718676122931442,0.700460829493087,0.72104381187573,0.693915466790525,0.700093720712277,0.690592485944097
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,1630,543,543,0.600147275405007,0.199926362297496,0.199926362297496, [0.85582822 0.86503067 0.84969325 0.85889571 0.86196319],0.699731903485255,0.739946380697051,0.852693602693603,0.916814159292035,0.953374233128834,0.913496932515338,0.662650602409639,0.582010582010582,0.701331377961813,0.712166172106825,0.652173913043478,0.738785369220152,0.851945854483926,0.847643097643097,0.852693602693603
ensemble_model_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52,12, lab, svdne,1746,582,582,0.6,0.2,0.2, [0.91714286 0.92857143 0.90857143 0.89942529 0.90229885],0.838095238095238,0.822222222222222,0.925925925925926,0.96,0.948453608247423,0.960481099656357,0.850439882697947,0.923566878980892,0.838365717971458,0.838150289017341,0.917721518987342,0.821918084334435,0.927031509121061,0.941077441077441,0.925925925925926
ensemble_model_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66,8, lab, svdn,1290,430,430,0.6,0.2,0.2, [0.86821705 0.87209302 0.8875969  0.89922481 0.86434109],0.593023255813954,0.62093023255814,0.82,0.963185574755823,0.993798449612403,0.962015503875969,0.671669793621013,0.836448598130841,0.594150224991347,0.695327102803738,0.865116279069767,0.62093023255814,0.838682784493539,0.936685288640596,0.820108443576804
svm_model_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70,6, lab, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.89583333 0.91666667 0.89583333 0.89473684 0.92631579],0.515723270440252,0.550314465408805,0.790829145728643,0.963636363636364,0.997907949790795,0.96234309623431,0.611111111111111,0.796052631578947,0.52754438807863,0.668213457076566,0.867469879518072,0.535708623969563,0.816730875068795,0.9321608040201,0.790829145728643
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svd,8,46,54, zones, low_bits_6, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.78494624 0.77150538 0.77956989 0.77567568 0.82162162],0.623076923076923,0.630769230769231,0.898989898989899,0.974972796517954,0.96551724137931,0.975215517241379,0.652482269503546,0.741935483870968,0.628320683111954,0.671232876712329,0.720588235294118,0.626423149905123,0.900497512437811,0.914141414141414,0.898989898989899
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58,10, low_bits_4, svdne,1612,537,537,0.600148920327625,0.199925539836188,0.199925539836188, [0.80555556 0.75776398 0.76086957 0.75776398 0.80124224],0.693717277486911,0.714659685863874,0.807659932659933,0.864037669217186,0.910669975186104,0.856699751861042,0.682926829268293,0.67379679144385,0.693308652132182,0.716883116883117,0.707692307692308,0.714808720691074,0.813697513249083,0.84006734006734,0.807659932659933
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66,10, low_bits_3, svd,1592,530,530,0.600301659125188,0.199849170437406,0.199849170437406, [0.796875   0.78930818 0.83333333 0.78930818 0.8081761 ],0.854591836734694,0.816326530612245,0.914562289562289,0.954656862745098,0.978643216080402,0.953517587939698,0.850393700787402,0.852631578947368,0.854533611255862,0.823529411764706,0.831683168316832,0.815841584158416,0.916150351094589,0.933501683501684,0.914562289562289
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.9017094  0.92241379 0.85775862 0.88793103 0.92241379],0.648578811369509,0.568475452196382,0.837293388429752,0.989672977624785,0.989672977624785,0.989672977624785,0.686635944700461,0.796791443850267,0.653395721925134,0.639308855291577,0.770833333333333,0.570032051282051,0.847013113161729,0.908333333333333,0.837875683060109
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54,12, low_bits_3, svdn,1764,588,588,0.6,0.2,0.2, [0.46892655 0.52542373 0.48863636 0.53125    0.53409091],0.454248366013072,0.5,0.865319865319865,1,1,1,0.459546925566343,0.482993197278912,0.455333076626877,0.501628664495114,0.484276729559748,0.500641766140418,0.865546218487395,0.867003367003367,0.865319865319865
ensemble_model_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdne,26,37,63,8, low_bits_4_shifted_2, svdne,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.89669421 0.8553719  0.89669421 0.91735537 0.8875    ],0.691542288557214,0.691542288557214,0.865805168986083,0.981543624161074,0.968543046357616,0.981788079470199,0.740585774058577,0.823255813953488,0.681681382912573,0.701923076923077,0.760416666666667,0.694494047619048,0.870565675934803,0.898120672601385,0.865643752884109
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66,8, low_bits_4, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.84016393 0.8442623  0.83471074 0.84710744 0.86363636],0.665841584158416,0.636138613861386,0.836795252225519,0.960461285008237,0.960461285008237,0.960461285008237,0.673123486682809,0.661904761904762,0.666003927344134,0.62015503875969,0.618556701030928,0.63546882670594,0.836146971201589,0.832838773491593,0.836795252225519
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdn,16,42,58,10, low_bits_4_shifted_2, svdn,1622,540,540,0.600296076980015,0.199851961509993,0.199851961509993, [0.52147239 0.55246914 0.4691358  0.54320988 0.57098765],0.50132625994695,0.543766578249337,0.847643097643097,0.998765432098765,0.997533908754624,0.998766954377312,0.522842639593909,0.528205128205128,0.5003663003663,0.561224489795918,0.604395604395604,0.545787545787546,0.84954280964256,0.86026936026936,0.847643097643097
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58,12, low_bits_3, svd,1656,552,552,0.6,0.2,0.2, [0.78915663 0.81325301 0.79216867 0.79393939 0.8       ],0.886111111111111,0.861111111111111,0.826599326599327,0.811287477954144,0.833333333333333,0.806159420289855,0.897243107769424,0.93717277486911,0.882787570866508,0.867724867724868,0.970414201183432,0.867406053471297,0.833736884584342,0.869528619528619,0.826599326599327
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.86363636 0.80991736 0.87603306 0.88429752 0.83333333],0.63681592039801,0.644278606965174,0.833001988071571,0.960470984020185,0.945364238410596,0.961092715231788,0.6784140969163,0.785714285714286,0.640429958391123,0.691144708423326,0.772946859903382,0.640319583797845,0.84045584045584,0.878848063555114,0.832956370086015
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63,10, low_bits_4, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.81125828 0.80463576 0.79666667 0.79666667 0.8       ],0.688073394495413,0.711009174311927,0.863215488215488,0.958688524590164,0.972074468085106,0.95811170212766,0.726907630522088,0.819004524886878,0.68624644848995,0.730769230769231,0.795348837209302,0.712154056613701,0.869530309112806,0.911616161616161,0.863215488215488
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70,6, low_bits_5, svdn,906,302,302,0.6,0.2,0.2, [0.68131868 0.67032967 0.6978022  0.66666667 0.67777778],0.549668874172185,0.629139072847682,0.701986754966887,0.79002079002079,0.838852097130243,0.777041942604856,0.606936416184971,0.681818181818182,0.546990171990172,0.666666666666667,0.761904761904762,0.632565284178187,0.726277372262774,0.791777188328912,0.702105525381387
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdn,40,30,70, zones, low_bits_4_shifted_2, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.61176471 0.65882353 0.58235294 0.64117647 0.67261905],0.50709219858156,0.50709219858156,0.795325779036827,0.986951364175564,0.981132075471698,0.987028301886792,0.508833922261484,0.549618320610687,0.509908498053688,0.531986531986532,0.552447552447552,0.506439603561906,0.796907940969782,0.812320916905444,0.795516200749641
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70,8, low_bits_4, svd,1200,400,400,0.6,0.2,0.2, [0.81666667 0.8625     0.85833333 0.85833333 0.86666667],0.6875,0.7,0.8775,1,1,1,0.689826302729528,0.688118811881188,0.687493749374937,0.696969696969697,0.686567164179104,0.700067501687542,0.87743871935968,0.874376869391825,0.877509397584578
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66,8, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.69166667 0.65       0.65       0.71848739 0.65546218],0.582914572864322,0.510050251256281,0.626506024096386,0.686322686322686,0.70066889632107,0.679765886287625,0.646808510638298,0.737864077669903,0.577265372168285,0.57516339869281,0.66,0.509292929292929,0.653953488372093,0.700199203187251,0.625909318192816
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70,6, low_bits_6, svdn,906,302,302,0.6,0.2,0.2, [0.71428571 0.71978022 0.66483516 0.66111111 0.68888889],0.526490066225166,0.56953642384106,0.796688741721854,0.962882096069869,0.973509933774834,0.962472406181015,0.557275541795666,0.588235294117647,0.525661271219897,0.617647058823529,0.652173913043478,0.563675609004009,0.805573147561748,0.829204693611473,0.796163585029155
ensemble_model_v2_N16_B42_E58_nb_zones_10_lab_svdne,16,42,58, zones, lab, svdne,1464,488,488,0.6,0.2,0.2, [0.95238095 0.97619048 0.96917808 0.9760274  0.95890411],0.81140350877193,0.800438596491228,0.917087542087542,0.986225895316804,0.978142076502732,0.986338797814208,0.83203125,0.922077922077922,0.80992784992785,0.818363273453094,0.911111111111111,0.801875901875902,0.920081135902637,0.954545454545455,0.917087542087542
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70,8, low_bits_2, svdn,1224,408,408,0.6,0.2,0.2, [0.6097561  0.59756098 0.60655738 0.6147541  0.56967213],0.642156862745098,0.649509803921569,0.631862745098039,0.658788774002954,0.72875816993464,0.622549019607843,0.666666666666667,0.688679245283019,0.640257989988448,0.660332541567696,0.73936170212766,0.656044487427466,0.660641662901039,0.722332015810277,0.632566786115255
ensemble_model_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70,6, lab, svdn,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.94680851 0.89893617 0.89361702 0.90957447 0.87234043],0.642172523961661,0.648562300319489,0.85823754789272,1,1,1,0.702127659574468,0.814814814814815,0.63588422859946,0.668674698795181,0.770833333333333,0.657606015779093,0.865291262135922,0.918814432989691,0.85877430510244
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52,12, low_bits_3, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.47714286 0.49714286 0.46571429 0.46857143 0.50857143],0.485623003194888,0.492012779552716,0.865319865319865,1,1,1,0.461538461538462,0.469387755102041,0.484693877551021,0.498422712933754,0.475903614457831,0.493053848045242,0.864750633981403,0.861111111111111,0.865319865319865
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.90725806 0.92741935 0.89516129 0.93548387 0.89837398],0.657766990291262,0.696601941747573,0.870999030067895,1,1,1,0.677345537757437,0.725490196078431,0.658418174962293,0.731182795698925,0.794392523364486,0.692650807136788,0.875700934579439,0.903567984570878,0.870808382529341
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63,10, low_bits_2, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.52040816 0.57142857 0.55102041 0.59863946 0.55136986],0.570484581497797,0.541850220264317,0.56523569023569,0.575471698113208,0.581743869209809,0.570844686648501,0.591194968553459,0.597457627118644,0.569371015394184,0.527272727272727,0.532110091743119,0.541478774685119,0.569762598917118,0.575757575757576,0.56523569023569
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svdn,8,46,54, zones, lab, svdn,1812,604,604,0.6,0.2,0.2, [0.62912088 0.62430939 0.62983425 0.62154696 0.67403315],0.482269503546099,0.49645390070922,0.849326599326599,0.961873638344227,0.974613686534216,0.961368653421634,0.540880503144654,0.614285714285714,0.483199195171026,0.56969696969697,0.661971830985916,0.495271629778672,0.855877616747182,0.894781144781145,0.849326599326599
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52,12, low_bits_4, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.51639344 0.49725275 0.52197802 0.44505495 0.50824176],0.490974729241877,0.523465703971119,0.521043771043771,0.40303657694962,0.3205268935236,0.525246981339188,0.367713004484305,0.297101449275362,0.490277343342717,0.377358490566038,0.287769784172662,0.524319674695027,0.395966029723992,0.313973063973064,0.521043771043771
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52,12, low_bits_2, svdn,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.5        0.52793296 0.52793296 0.49441341 0.52513966],0.508532423208191,0.488054607508532,0.515993265993266,0.395480225988701,0.312849162011173,0.521787709497207,0.368421052631579,0.304347826086957,0.497335203366059,0.358974358974359,0.270967741935484,0.501425899953249,0.387646432374867,0.306397306397306,0.515993265993266
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54,12, low_bits_2, svdn,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.5298913  0.4673913  0.52185792 0.49726776 0.53005464],0.512915129151292,0.55719557195572,0.893939393939394,1,1,1,0.514705882352941,0.5,0.513358778625954,0.558823529411765,0.580152671755725,0.557933478735005,0.894028595458368,0.894781144781145,0.893939393939394
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svdn,4,48,52, zones, low_bits_5, svdn,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.49723757 0.53055556 0.5        0.53888889 0.51944444],0.480836236933798,0.505226480836237,0.875420875420875,0.997232982844494,1,0.997225305216426,0.46594982078853,0.477941176470588,0.48069244253993,0.510344827586207,0.490066225165563,0.506062524347487,0.875420875420875,0.875420875420875,0.875420875420875
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdn,32,34,66,8, low_bits_4_shifted_2, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.6        0.6        0.50869565 0.65652174 0.55263158],0.486910994764398,0.481675392670157,0.725941422594142,0.889830508474576,0.914634146341463,0.886759581881533,0.537735849056604,0.603174603174603,0.488115798996628,0.521739130434783,0.548223350253807,0.479517080532309,0.740336967294351,0.778125,0.725722163865546
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svdn,32,34,66, zones, lab, svdn,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.8852459  0.88934426 0.86065574 0.93442623 0.87704918],0.576354679802956,0.583743842364532,0.832185039370079,1,1,1,0.650406504065041,0.8,0.579611650485437,0.67056530214425,0.8,0.570157068062827,0.846741573033708,0.919024390243902,0.831408918061375
ensemble_model_v2_N4_B48_E52_nb_zones_12_lab_svdne,4,48,52, zones, lab, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.9301676  0.94134078 0.91340782 0.90730337 0.9241573 ],0.769491525423729,0.732203389830509,0.917929292929293,0.972972972972973,0.967525195968645,0.973124300111982,0.796407185628743,0.880794701986755,0.766786239882266,0.755417956656347,0.847222222222222,0.734869389256807,0.919852034525277,0.941919191919192,0.917929292929293
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.53870968 0.48064516 0.53225806 0.51935484 0.52903226],0.518159806295399,0.49636803874092,0.821127946127946,0.988372093023255,0.987096774193548,0.988387096774193,0.552808988764045,0.594202898550725,0.517975235683129,0.5,0.504854368932039,0.496388537123024,0.823578248235783,0.835016835016835,0.821127946127946
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66,10, low_bits_2, svd,1392,464,464,0.6,0.2,0.2, [0.81428571 0.78417266 0.82733813 0.8381295  0.87769784],0.810344827586207,0.803879310344828,0.831465517241379,0.847041847041847,0.843390804597701,0.847701149425287,0.830769230769231,0.881632653061224,0.80611313018358,0.801742919389978,0.872037914691943,0.809536743907236,0.834672304439746,0.856770833333333,0.831638841324201
ensemble_model_N26_B37_E63_nb_zones_10_lab_svd,26,37,63,10, lab, svd,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.98684211 0.96710526 0.98675497 0.98344371 0.98344371],0.819025522041763,0.844547563805104,0.93476430976431,0.993421052631579,0.997357992073976,0.993394980184941,0.839506172839506,0.953271028037383,0.819953486368922,0.861855670103093,0.963133640552995,0.843716352986778,0.937775993576877,0.983164983164983,0.93476430976431
svm_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdne,40,30,70,6, low_bits_4_shifted_2, svdne,846,282,282,0.6,0.2,0.2, [0.91764706 0.90588235 0.90588235 0.91071429 0.91071429],0.648936170212766,0.673758865248227,0.851063829787234,0.977777777777778,0.988179669030733,0.977541371158392,0.689655172413793,0.738255033557047,0.643563607004087,0.678321678321678,0.7578125,0.680854301948052,0.856164383561644,0.892857142857143,0.85135814889336
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdn,4,48,52, zones, low_bits_4_shifted_2, svdn,1800,600,600,0.6,0.2,0.2, [0.51111111 0.51666667 0.475      0.46111111 0.47222222],0.489583333333333,0.489583333333333,0.872895622895623,0.995550611790879,0.994444444444444,0.995555555555555,0.514851485148515,0.509803921568627,0.488235294117647,0.469314079422383,0.481481481481482,0.489106753812636,0.873002523128679,0.873737373737374,0.872895622895623
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svdn,4,48,52, zones, low_bits_6, svdn,1788,596,596,0.6,0.2,0.2, [0.47486034 0.50558659 0.49162011 0.53072626 0.50842697],0.506802721088435,0.540816326530612,0.880050505050505,0.99720514253773,0.997762863534676,0.997203579418344,0.494773519163763,0.461038961038961,0.509090909090909,0.529616724738676,0.542857142857143,0.540909090909091,0.879390605162928,0.874579124579125,0.880050505050505
svm_model_N4_B98_E102_nb_zones_4_lab_svd,4,98,102,4, lab, svd,498,166,166,0.6,0.2,0.2, [0.91       0.94       0.89       0.97       0.94897959],0.867469879518072,0.843373493975904,0.918072289156626,0.96,0.963855421686747,0.959839357429719,0.849315068493151,0.898550724637681,0.871955774689974,0.850574712643678,0.936708860759494,0.847664775207333,0.917073170731707,0.947103274559194,0.919279119958581
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svdn,40,30,70, zones, lab, svdn,788,262,262,0.600609756097561,0.19969512195122,0.19969512195122, [0.91772152 0.93037975 0.89240506 0.92405063 0.93589744],0.564885496183206,0.511450381679389,0.808689024390244,0.988679245283019,0.99746192893401,0.988578680203046,0.668604651162791,0.864661654135338,0.560237803811855,0.638418079096045,0.856060606060606,0.508799533799534,0.831882116543871,0.942336874051593,0.80807502201814
ensemble_model_v2_N26_B37_E63_nb_zones_8_low_bits_4_shifted_2_svdne,26,37,63, zones, low_bits_4_shifted_2, svdne,1188,396,396,0.6,0.2,0.2, [0.92016807 0.90756303 0.89915966 0.92436975 0.88559322],0.659090909090909,0.611111111111111,0.842424242424242,0.980358667805295,0.966329966329966,0.98063973063973,0.705882352941176,0.764150943396226,0.651097210828548,0.64018691588785,0.791907514450867,0.631379766194043,0.848396501457726,0.891726251276813,0.842966022741304
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63,10, low_bits_6, svd,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.88321168 0.91240876 0.88321168 0.94525547 0.89781022],0.578947368421053,0.524122807017544,0.819018404907975,0.997080291970803,0.997080291970803,0.997080291970803,0.672354948805461,0.820833333333333,0.565509259259259,0.606170598911071,0.799043062200957,0.545270518954729,0.835261268448345,0.923280423280423,0.819654148922442
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.78289474 0.73026316 0.78807947 0.76490066 0.78145695],0.651972157772622,0.65661252900232,0.810606060606061,0.900393184796855,0.907529722589168,0.899603698811096,0.69758064516129,0.797235023041474,0.650953960118868,0.69672131147541,0.794392523364486,0.657564925276713,0.820717131474104,0.867003367003367,0.810606060606061
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.68539326 0.68539326 0.73033708 0.62921348 0.71910112],0.52027027027027,0.574324324324324,0.807017543859649,0.979955456570156,0.98876404494382,0.979775280898876,0.544871794871795,0.62962962962963,0.529100529100529,0.60377358490566,0.695652173913043,0.582003302146395,0.81282722513089,0.864902506963788,0.808760154005454
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70,8, low_bits_3, svdn,1308,436,436,0.6,0.2,0.2, [0.69847328 0.71755725 0.67938931 0.67557252 0.68461538],0.662844036697248,0.676605504587156,0.808256880733945,0.901812688821752,0.912844036697248,0.900611620795107,0.663615560640732,0.647321428571429,0.663283355795148,0.668235294117647,0.648401826484018,0.676735475453991,0.808783165599268,0.805834092980857,0.808272540488582
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.82773109 0.77731092 0.84322034 0.8559322  0.80084746],0.690355329949239,0.6751269035533,0.841784989858012,0.947189097103918,0.939189189189189,0.947635135135135,0.678947368421053,0.661538461538462,0.690065713181291,0.661375661375661,0.654450261780105,0.674515771284141,0.838509316770186,0.828220858895705,0.841675821801977
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70,6, low_bits_5, svdn,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.65789474 0.63684211 0.63684211 0.64736842 0.66315789],0.613924050632911,0.585443037974684,0.780657395701643,0.902892561983471,0.92,0.901052631578947,0.649425287356322,0.697530864197531,0.611752445085778,0.628895184135977,0.725490196078431,0.589738963069891,0.792091072498502,0.836708860759494,0.780728167753484
ensemble_model_N4_B98_E102_nb_zones_4_lab_svd,4,98,102,4, lab, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.87096774 0.92741935 0.85483871 0.88709677 0.88709677],0.883495145631068,0.830097087378641,0.896317829457364,0.92258064516129,0.92258064516129,0.92258064516129,0.892857142857143,0.934579439252336,0.881431133767582,0.818652849740933,0.877777777777778,0.83544061302682,0.896817743490839,0.91715976331361,0.896675119752043
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66,10, low_bits_3, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.86111111 0.86805556 0.88541667 0.85314685 0.85664336],0.782978723404255,0.772340425531915,0.851430976430976,0.900689655172414,0.909470752089136,0.899721448467967,0.790983606557377,0.839130434782609,0.784148550724638,0.795411089866157,0.866666666666667,0.770289855072464,0.856562373019098,0.887205387205387,0.851430976430976
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63,10, low_bits_3, svdn,1530,510,510,0.6,0.2,0.2, [0.60130719 0.60130719 0.56535948 0.58496732 0.61111111],0.612293144208038,0.576832151300236,0.819444444444444,0.943495400788436,0.938562091503268,0.943790849673202,0.615023474178404,0.617924528301887,0.612279799695967,0.592255125284738,0.616113744075829,0.576924796566217,0.820276497695852,0.824074074074074,0.819444444444444
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,1610,536,536,0.600298284862043,0.199850857568978,0.199850857568978, [0.52795031 0.47515528 0.52173913 0.48447205 0.46273292],0.483028720626632,0.483028720626632,0.831649831649832,0.997512437810945,0.996273291925466,0.997515527950311,0.478947368421053,0.45273631840796,0.484609917445738,0.476190476190476,0.494505494505494,0.483571155212946,0.830938292476754,0.827441077441077,0.831649831649832
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54,12, low_bits_4, svdn,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.50537634 0.51344086 0.5188172  0.53763441 0.52972973],0.432432432432432,0.498069498069498,0.546296296296296,0.579085654230163,0.593110871905274,0.568891280947255,0.449438202247191,0.444444444444444,0.431899641577061,0.496124031007752,0.516129032258065,0.498805256869773,0.556013179571664,0.568181818181818,0.546296296296296
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,1098,366,366,0.6,0.2,0.2, [0.83181818 0.84090909 0.84545455 0.84545455 0.83944954],0.76775956284153,0.699453551912568,0.878688524590164,0.975342465753425,0.972677595628415,0.975409836065574,0.784810126582279,0.842391304347826,0.767349498327759,0.734299516908213,0.817204301075269,0.697491039426523,0.883403361344538,0.91512513601741,0.878528539468639
svm_model_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70,6, lab, svdne,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [1.      1.      0.99375 1.      0.99375],0.718045112781955,0.766917293233083,0.897147147147147,1,1,1,0.749163879598662,0.881889763779527,0.725117543760267,0.794701986754967,0.909090909090909,0.76797829036635,0.902212705210564,0.959028831562974,0.89779079022428
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svd,4,98,102, zones, lab, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.921875   0.8984375  0.9375     0.8671875  0.94444444],0.825471698113208,0.820754716981132,0.908662900188324,0.966463414634146,0.993730407523511,0.96551724137931,0.842553191489362,0.868421052631579,0.821965628356606,0.825688073394495,0.857142857142857,0.82109479305741,0.912533814247069,0.940520446096654,0.908237322284968
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58,12, low_bits_2, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.82320442 0.83611111 0.80555556 0.84166667 0.83055556],0.797909407665505,0.766550522648084,0.816919191919192,0.832793959007551,0.856825749167592,0.827968923418424,0.815286624203822,0.876712328767123,0.796512192752356,0.783171521035599,0.858156028368794,0.768119110074808,0.82438433589019,0.859427609427609,0.816919191919192
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdn,8,46,54,12, low_bits_4_shifted_2, svdn,1938,646,646,0.6,0.2,0.2, [0.50515464 0.52835052 0.53092784 0.5        0.51554404],0.538812785388128,0.484018264840183,0.822390572390572,0.892783505154639,0.893704850361197,0.892672858617131,0.547085201793722,0.580952380952381,0.540476190476191,0.469483568075117,0.43859649122807,0.485964912280702,0.822390572390572,0.822390572390572,0.822390572390572
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54,12, low_bits_5, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.49193548 0.47849462 0.54032258 0.5        0.51351351],0.492307692307692,0.523076923076923,0.509680134680135,0.485568760611206,0.462284482758621,0.510237068965517,0.472,0.453846153846154,0.492307692307692,0.5,0.476923076923077,0.523076923076923,0.485651214128035,0.462962962962963,0.509680134680135
svm_model_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66,8, lab, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.99593496 0.98780488 0.98373984 0.99593496 0.99180328],0.772616136919315,0.765281173594132,0.907624633431085,1,1,1,0.8,0.953846153846154,0.780661394680086,0.796610169491525,0.908212560386474,0.763512220787296,0.91270207852194,0.97244094488189,0.908065132635119
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdne,40,30,70,6, low_bits_4_shifted_2, svdne,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.93814433 0.96391753 0.95876289 0.95876289 0.984375  ],0.695652173913043,0.680124223602484,0.87531017369727,1,1,1,0.708333333333333,0.739130434782609,0.695652173913043,0.699708454810496,0.745341614906832,0.680124223602484,0.877959927140255,0.897022332506203,0.87531017369727
svm_model_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54,12, lab, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.95762712 0.94915254 0.9519774  0.94915254 0.96022727],0.694078947368421,0.707236842105263,0.901936026936027,0.970973249857712,0.964932126696833,0.971153846153846,0.730434782608696,0.845637583892617,0.697012340333405,0.744985673352436,0.838709677419355,0.704589738038536,0.904936760505916,0.933501683501684,0.901936026936027
svm_model_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102,4, lab, svdn,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.51785714 0.51785714 0.42857143 0.49090909 0.55454545],0.481081081081081,0.508108108108108,0.518358531317495,0.531645569620253,0.528776978417266,0.534172661870504,0.515151515151515,0.504950495049505,0.478665723715229,0.491620111731844,0.505747126436782,0.507975604034717,0.520430107526882,0.51931330472103,0.518352304534428
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63,10, low_bits_5, svd,1536,512,512,0.6,0.2,0.2, [0.91883117 0.91883117 0.89935065 0.88888889 0.88235294],0.597619047619048,0.561904761904762,0.836279461279461,0.976158940397351,0.959635416666667,0.9765625,0.67056530214425,0.792626728110599,0.590894644843477,0.618257261410789,0.733990147783251,0.567455903384713,0.844710578842315,0.890572390572391,0.836279461279461
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,1470,490,490,0.6,0.2,0.2, [0.79251701 0.76530612 0.80612245 0.77891156 0.77891156],0.684326710816777,0.726269315673289,0.852272727272727,0.943166441136671,0.948299319727891,0.942857142857143,0.703933747412008,0.720338983050847,0.682750136686714,0.738396624472574,0.806451612903226,0.729496992892291,0.855852156057495,0.877104377104377,0.852272727272727
svm_model_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70,6, low_bits_6, svdne,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.97701149 0.94827586 0.94827586 0.95402299 0.95930233],0.636678200692042,0.685121107266436,0.864453665283541,1,1,1,0.666666666666667,0.673076923076923,0.633530942741469,0.701639344262295,0.727891156462585,0.68436811344256,0.868279569892473,0.876526458616011,0.864215274441997
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54,12, low_bits_6, svdn,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.53571429 0.54395604 0.55494505 0.56077348 0.53867403],0.464285714285714,0.457142857142857,0.552188552188552,0.605997931747673,0.645374449339207,0.580396475770925,0.53125,0.611510791366906,0.46532986376856,0.515923566878981,0.574468085106383,0.45629879075463,0.585669781931464,0.632996632996633,0.552188552188552
svm_model_N16_B42_E58_nb_zones_12_lab_svd,16,42,58,12, lab, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.98837209 0.98245614 0.98538012 0.97953216 0.97660819],0.83433734939759,0.843373493975904,0.954545454545455,0.999416228838295,1,0.999415887850467,0.843304843304843,0.930817610062893,0.838241174973643,0.864583333333333,0.959537572254335,0.838259352164903,0.955882352941176,0.984848484848485,0.954545454545454
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66,8, low_bits_5, svdn,1272,424,424,0.6,0.2,0.2, [0.61328125 0.65354331 0.66929134 0.66141732 0.64566929],0.580188679245283,0.584905660377358,0.786792452830189,0.9234375,0.929245283018868,0.922955974842767,0.595454545454545,0.615023474178404,0.580023585430434,0.562189054726368,0.567839195979899,0.58391959798995,0.786993402450518,0.79675572519084,0.786903981998405
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66,8, low_bits_6, svdn,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.5952381  0.63095238 0.66269841 0.65079365 0.64      ],0.491646778042959,0.496420047732697,0.657442748091603,0.777272727272727,0.815580286168522,0.766295707472178,0.560824742268041,0.697435897435897,0.504967948717949,0.587084148727984,0.646551724137931,0.478356075972709,0.689982728842832,0.756628787878788,0.656679778554778
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdn,32,34,66,8, low_bits_4_shifted_2, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.64159292 0.59734513 0.61607143 0.66071429 0.60714286],0.486631016042781,0.537433155080214,0.792200854700855,0.978798586572438,0.98576512455516,0.97864768683274,0.524752475247525,0.592178770949721,0.490961180346655,0.57283950617284,0.613756613756614,0.536608036608037,0.799587841318908,0.834408602150538,0.792469693856585
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70,8, low_bits_2, svdn,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.60483871 0.64112903 0.61693548 0.60887097 0.63414634],0.628640776699029,0.686893203883495,0.839476236663434,0.960579243765084,0.964458804523425,0.960420032310178,0.631325301204819,0.661616161616162,0.629873501368829,0.695035460992908,0.703349282296651,0.686650010606453,0.840941854877463,0.852826510721247,0.839540668488037
ensemble_model_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70,6, lab, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [1.         1.         0.99418605 1.         0.99418605],0.783216783216783,0.772727272727273,0.911312849162011,1,1,1,0.805031446540881,0.901408450704225,0.784037558685446,0.794952681388013,0.868965517241379,0.771362191244803,0.91505016722408,0.95397489539749,0.911253181964479
svm_model_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58,10, low_bits_6, svdne,1440,480,480,0.6,0.2,0.2, [0.86111111 0.84722222 0.84722222 0.84375    0.81944444],0.626068376068376,0.628205128205128,0.7996632996633,0.911866759195004,0.9125,0.911805555555556,0.636174636174636,0.653846153846154,0.626068376068376,0.629787234042553,0.632478632478632,0.628205128205128,0.801003344481605,0.806397306397306,0.7996632996633
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,876,292,292,0.6,0.2,0.2, [0.63068182 0.59090909 0.66477273 0.56321839 0.58045977],0.647260273972603,0.571917808219178,0.812328767123288,0.948198198198198,0.961187214611872,0.947488584474886,0.636042402826855,0.616438356164384,0.647260273972603,0.570446735395189,0.557046979865772,0.57222978363918,0.812585499316005,0.810368349249659,0.812336856880675
ensemble_model_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102,4, lab, svdn,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.49090909 0.55454545 0.51851852 0.5462963  0.5       ],0.486187845303867,0.530386740331492,0.803532008830022,1,1,1,0.474576271186441,0.5,0.487113402061856,0.519774011299435,0.479166666666667,0.533700980392157,0.801781737193764,0.79646017699115,0.80351643210791
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58,12, low_bits_3, svd,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.77714286 0.76571429 0.77428571 0.81714286 0.78      ],0.929712460063898,0.875399361022364,0.869107744107744,0.861111111111111,0.885714285714286,0.857142857142857,0.920863309352518,0.888888888888889,0.926692965154504,0.875399361022364,0.810650887573964,0.881019888231427,0.869928900041823,0.875420875420875,0.869107744107744
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdn,16,42,58, zones, low_bits_4_shifted_2, svdn,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.534375 0.5375   0.471875 0.4875   0.55625 ],0.525773195876289,0.52319587628866,0.839225589225589,0.991849529780564,0.98875,0.991875,0.518324607329843,0.529411764705882,0.525899912203687,0.540942928039702,0.54228855721393,0.522481177002687,0.839495798319328,0.840909090909091,0.839225589225589
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svd,26,37,63, zones, lab, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.97552448 0.97902098 0.98601399 0.97535211 0.96830986],0.791578947368421,0.806315789473684,0.919612794612795,1,1,1,0.812144212523719,0.895397489539749,0.790919083752925,0.818897637795276,0.88135593220339,0.806786752712574,0.922389272653393,0.955387205387205,0.919612794612795
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svdn,8,46,54, zones, low_bits_3, svdn,1812,604,604,0.6,0.2,0.2, [0.53846154 0.50828729 0.53867403 0.50276243 0.51381215],0.528368794326241,0.482269503546099,0.880892255892256,0.997792494481236,0.997792494481236,0.997792494481236,0.523297491039427,0.536764705882353,0.528656325543916,0.493055555555556,0.486301369863014,0.482121273166801,0.881042454812947,0.882154882154882,0.880892255892256
svm_model_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52,12, low_bits_5, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.70765027 0.7295082  0.71311475 0.71311475 0.70054945],0.554744525547445,0.58029197080292,0.700757575757576,0.739846322722283,0.737417943107221,0.740700218818381,0.570422535211268,0.591240875912409,0.554744525547445,0.575645756457564,0.569343065693431,0.58029197080292,0.70088346655448,0.701178451178451,0.700757575757576
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52,12, low_bits_4, svdn,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.50568182 0.48011364 0.47443182 0.52556818 0.51420455],0.506493506493506,0.483766233766234,0.869107744107744,1,1,1,0.493333333333333,0.510344827586207,0.506706156124392,0.507739938080495,0.503067484662577,0.482568225089909,0.869492236676458,0.872053872053872,0.869107744107744
ensemble_model_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66,8, lab, svdne,1060,353,353,0.600226500566251,0.199886749716874,0.199886749716874, [1.         0.99056604 0.99528302 0.97169811 0.99056604],0.773371104815864,0.784702549575071,0.911664779161948,1,1,1,0.795918367346939,0.901734104046243,0.775867052023121,0.812807881773399,0.9375,0.78513418079096,0.916038751345533,0.968145620022753,0.911919484194015
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svdn,4,48,52, zones, low_bits_3, svdn,1866,622,622,0.6,0.2,0.2, [0.49465241 0.51871658 0.53208556 0.50806452 0.53225806],0.458823529411765,0.509803921568627,0.884680134680135,0.994089199355186,0.991425509110397,0.994105037513398,0.452380952380952,0.463414634146341,0.458980044345898,0.521072796934866,0.515151515151515,0.509608277900961,0.88458298230834,0.883838383838384,0.884680134680135
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70,6, low_bits_6, svdne,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.95625    0.9625     0.97468354 0.99367089 0.96835443],0.681818181818182,0.678030303030303,0.872163388804841,1,1,1,0.706293706293706,0.782945736434108,0.684065460809647,0.733542319749216,0.847826086956522,0.669944789510007,0.879199428162974,0.926204819277108,0.871916999304208
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdne,4,48,52,12, low_bits_4_shifted_2, svdne,1758,586,586,0.6,0.2,0.2, [0.75       0.73295455 0.74431818 0.75       0.74857143],0.550161812297735,0.572815533980582,0.715909090909091,0.761229314420804,0.732650739476678,0.770193401592719,0.538205980066445,0.529411764705882,0.549962292609351,0.568627450980392,0.557692307692308,0.572963800904977,0.706394084384515,0.683501683501684,0.715909090909091
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_4_shifted_2_svdne,40,30,70, zones, low_bits_4_shifted_2, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.91477273 0.95454545 0.9375     0.88068182 0.91477273],0.57679180887372,0.535836177474403,0.821282401091405,0.997722095671982,0.995454545454546,0.997727272727273,0.602564102564102,0.652777777777778,0.578066741237882,0.546666666666667,0.607407407407407,0.541045475855603,0.824161073825503,0.853963838664812,0.821894904606837
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svd,26,37,63,10, low_bits_4_shifted_2, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.8862069  0.89655172 0.91724138 0.89310345 0.93793103],0.568034557235421,0.565874730021598,0.82996632996633,0.997926744989634,0.995862068965517,0.997931034482758,0.671052631578947,0.860759493670886,0.560910720286771,0.661045531197302,0.867256637168142,0.572868824913185,0.847432024169184,0.944444444444444,0.82996632996633
svm_model_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52,12, low_bits_6, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.73901099 0.72802198 0.71978022 0.75824176 0.71978022],0.517985611510791,0.597122302158273,0.707912457912458,0.732057416267943,0.672527472527473,0.753846153846154,0.517985611510791,0.489795918367347,0.519707119489017,0.585185185185185,0.603053435114504,0.597445084904191,0.687387387387387,0.642255892255892,0.707912457912458
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svdn,4,98,102, zones, lab, svdn,612,204,204,0.6,0.2,0.2, [0.5483871  0.45901639 0.48360656 0.50819672 0.48360656],0.490196078431373,0.465686274509804,0.788235294117647,0.99510603588907,0.996732026143791,0.995098039215686,0.469387755102041,0.422018348623853,0.495219700627716,0.478468899521531,0.427350427350427,0.472295903330386,0.787819253438114,0.753759398496241,0.789789535313694
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52,12, low_bits_2, svdn,1776,592,592,0.6,0.2,0.2, [0.5        0.5252809  0.48314607 0.51694915 0.46610169],0.556666666666667,0.436666666666667,0.872895622895623,1,1,1,0.572347266881029,0.605442176870748,0.557623049219688,0.411149825783972,0.38562091503268,0.437708416700013,0.872788542544229,0.872053872053872,0.872895622895623
ensemble_model_v2_N40_B30_E70_nb_zones_6_lab_svdne,40,30,70, zones, lab, svdne,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.99367089 0.98734177 0.98101266 0.97468354 0.98734177],0.798479087452472,0.76425855513308,0.911854103343465,0.99873577749684,1,0.99873417721519,0.821548821548821,0.938461538461538,0.800057836899942,0.8,0.925373134328358,0.76113617956728,0.917024320457797,0.97268588770865,0.91176151310851
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63,10, low_bits_2, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.55629139 0.58278146 0.53642384 0.52649007 0.54666667],0.569124423963134,0.543778801843318,0.837962962962963,1,1,1,0.553699284009547,0.563106796116505,0.568834099812638,0.556053811659193,0.543859649122807,0.543774484755578,0.837758112094395,0.836700336700337,0.837962962962963
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,1182,394,394,0.6,0.2,0.2, [0.70168067 0.74152542 0.66101695 0.69491525 0.65677966],0.639593908629442,0.67258883248731,0.803045685279188,0.902904564315353,0.920473773265651,0.901015228426396,0.630208333333333,0.664835164835165,0.641379846568526,0.690647482014388,0.685714285714286,0.67166149068323,0.806580259222333,0.822990844354018,0.80308610100173
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63,10, low_bits_6, svd,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.84482759 0.84722222 0.86458333 0.88194444 0.88888889],0.625267665952891,0.612419700214133,0.845117845117845,0.991746905089408,1,0.991678224687933,0.681238615664845,0.789029535864979,0.622775637497707,0.667889908256881,0.791304347826087,0.615061456613465,0.855572998430141,0.917508417508418,0.845117845117845
svm_model_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58,10, low_bits_5, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.8137931  0.77931034 0.77931034 0.8137931  0.78125   ],0.622844827586207,0.622844827586207,0.826178451178451,0.955851436580238,0.941988950276243,0.956491712707182,0.672897196261682,0.76271186440678,0.620391019922688,0.664107485604607,0.758771929824561,0.625148676776688,0.833668948852195,0.871212121212121,0.826178451178451
svm_model_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102,4, lab, svdne,558,186,186,0.6,0.2,0.2, [0.95535714 0.94642857 0.98214286 0.95535714 0.95454545],0.827956989247312,0.833333333333333,0.916129032258064,0.973070017953321,0.971326164874552,0.973118279569892,0.846153846153846,0.936170212765957,0.826780758556892,0.863436123348018,0.951456310679612,0.819101649315709,0.921370967741936,0.960084033613445,0.915064043238441
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66,10, low_bits_2, svd,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.82484076 0.79617834 0.81847134 0.84394904 0.82484076],0.73697270471464,0.8287841191067,0.83459595959596,0.868674698795181,0.918471337579618,0.861146496815287,0.71195652173913,0.635922330097087,0.739280962002858,0.815013404825737,0.771573604060914,0.827534374845991,0.836318200749688,0.845117845117845,0.83459595959596
svm_model_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70,6, low_bits_5, svdne,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.9375     0.9375     0.90340909 0.9375     0.91954023],0.578767123287671,0.589041095890411,0.819425444596443,0.975889781859931,0.968109339407745,0.976082004555809,0.623853211009174,0.689189189189189,0.577233483483483,0.644970414201183,0.721854304635762,0.58433140763703,0.828125,0.861788617886179,0.819015855904415
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svdn,8,46,54, zones, low_bits_2, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.48285714 0.48857143 0.51428571 0.49142857 0.52857143],0.492012779552716,0.485623003194888,0.863215488215488,0.997134670487106,0.994285714285714,0.997142857142857,0.495238095238095,0.5,0.49203821656051,0.485623003194888,0.484076433121019,0.485627960150253,0.863042562157606,0.861952861952862,0.863215488215488
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66,10, low_bits_4, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.80689655 0.84482759 0.84137931 0.82758621 0.79166667],0.663793103448276,0.65948275862069,0.838804713804714,0.952707333790267,0.959944751381216,0.952348066298343,0.708955223880597,0.844444444444444,0.669084146908415,0.715827338129496,0.832635983263598,0.654095769409577,0.849862798902391,0.912457912457912,0.838804713804714
ensemble_model_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102,4, lab, svdne,594,198,198,0.6,0.2,0.2, [0.94166667 0.925      0.88135593 0.88135593 0.90677966],0.767676767676768,0.813131313131313,0.896969696969697,0.967851099830795,0.962962962962963,0.968013468013468,0.767676767676768,0.730769230769231,0.769639934533552,0.788571428571429,0.802325581395349,0.81187707641196,0.894190871369294,0.885010266940452,0.896779487346965
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.84797297 0.87837838 0.89455782 0.86054422 0.86394558],0.776053215077605,0.824833702882483,0.880892255892256,0.930918846411804,0.941655359565807,0.930122116689281,0.767816091954023,0.726086956521739,0.777070627582136,0.819221967963387,0.809954751131222,0.824542592956915,0.880236986881083,0.875420875420875,0.880892255892256
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70,8, low_bits_4, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.66942149 0.60743802 0.65702479 0.61983471 0.65289256],0.630272952853598,0.635235732009926,0.74702380952381,0.821963394342762,0.816528925619835,0.823140495867769,0.635696821515892,0.585585585585586,0.635334229256881,0.612137203166227,0.633879781420765,0.635121708892201,0.743718592964824,0.732673267326733,0.747052339428774
ensemble_model_v2_N4_B98_E102_nb_zones_4_lab_svdne,4,98,102, zones, lab, svdne,630,210,210,0.6,0.2,0.2, [0.88888889 0.92063492 0.93650794 0.92857143 0.94444444],0.838095238095238,0.761904761904762,0.906666666666667,0.977848101265823,0.980952380952381,0.977777777777778,0.850877192982456,0.843478260869565,0.837528604118993,0.766355140186916,0.752293577981651,0.762285402852212,0.908752327746741,0.905380333951762,0.906701908658856
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,852,284,284,0.6,0.2,0.2, [0.91860465 0.93529412 0.93529412 0.96470588 0.97058824],0.651408450704225,0.690140845070423,0.868309859154929,1,1,1,0.664406779661017,0.705035971223021,0.652517985611511,0.704697986577181,0.73943661971831,0.690140845070423,0.870588235294118,0.88967468175389,0.868399753219161
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58,12, low_bits_4, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.78248588 0.75284091 0.77840909 0.76136364 0.78125   ],0.657980456026059,0.680781758957655,0.769781144781145,0.81445523193096,0.856980703745743,0.804767309875142,0.710743801652893,0.877551020408163,0.666900510204082,0.727777777777778,0.81875,0.67468112244898,0.787737679472254,0.854377104377104,0.769781144781145
ensemble_model_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54,12, lab, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.9532967  0.93681319 0.93681319 0.94475138 0.9558011 ],0.828571428571429,0.814285714285714,0.94486531986532,0.982671883733929,0.968061674008811,0.982929515418502,0.838926174496644,0.868055555555556,0.827410130718954,0.82312925170068,0.889705882352941,0.816380718954248,0.944981100377992,0.946969696969697,0.94486531986532
ensemble_model_v2_N32_B34_E66_nb_zones_8_lab_svdne,32,34,66, zones, lab, svdne,1146,382,382,0.6,0.2,0.2, [0.98695652 0.97826087 0.97391304 0.95614035 0.97368421],0.709424083769633,0.709424083769633,0.882722513089005,0.998251748251748,0.99650959860384,0.99825479930192,0.754966887417219,0.924324324324324,0.715969268761147,0.770186335403727,0.958762886597938,0.705445273086203,0.892307692307692,0.974789915966386,0.883010824371502
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66,8, low_bits_6, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.70247934 0.70661157 0.67083333 0.725      0.64583333],0.516209476309227,0.493765586034913,0.80209371884347,1,1,1,0.578260869565217,0.689119170984456,0.522444200876843,0.567164179104478,0.668341708542714,0.495061943380268,0.813877168307548,0.873239436619718,0.802726437677448
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.52684564 0.60402685 0.58783784 0.56418919 0.5777027 ],0.562780269058296,0.573991031390135,0.803872053872054,0.945527908540686,0.94743935309973,0.945417789757412,0.553775743707094,0.547511312217195,0.562644544997486,0.579646017699115,0.582222222222222,0.573916540975364,0.803872053872054,0.803872053872054,0.803872053872054
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdn,32,34,66, zones, low_bits_4_shifted_2, svdn,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.57758621 0.58189655 0.63793103 0.57758621 0.62068966],0.489637305699482,0.515544041450777,0.790372670807453,0.981849611063094,0.979310344827586,0.981896551724138,0.536470588235294,0.590673575129534,0.489637305699482,0.56,0.616580310880829,0.515544041450777,0.798206278026906,0.829192546583851,0.790372670807453
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58,10, low_bits_6, svdne,1410,470,470,0.6,0.2,0.2, [0.82624113 0.83687943 0.84751773 0.80851064 0.80496454],0.665957446808511,0.708510638297872,0.859148936170213,0.973438621679827,0.961702127659574,0.973758865248227,0.718132854578097,0.862068965517241,0.668429440741814,0.737044145873321,0.810126582278481,0.707638398435378,0.866046135167948,0.911413969335605,0.859193379225625
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63,10, low_bits_5, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.84333333 0.88       0.88       0.85333333 0.88255034],0.585421412300683,0.69248291571754,0.857744107744108,0.985915492957746,0.981308411214953,0.985981308411215,0.640316205533597,0.786407766990291,0.597066544439352,0.74671669793621,0.854077253218884,0.681892995541481,0.866403162055336,0.922558922558923,0.857744107744108
svm_model_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70,8, low_bits_3, svdne,1146,382,382,0.6,0.2,0.2, [0.85217391 0.86521739 0.86956522 0.90350877 0.89035088],0.767015706806283,0.761780104712042,0.857068062827225,0.918918918918919,0.919720767888307,0.918848167539267,0.772378516624041,0.843575418994413,0.771541404078487,0.781774580335732,0.810945273631841,0.759063797036915,0.860358056265985,0.882476390346275,0.857121162780243
ensemble_model_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70,6, low_bits_5, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.8988764  0.90449438 0.92613636 0.93181818 0.92045455],0.639455782312925,0.619047619047619,0.841032608695652,0.981609195402299,0.96606334841629,0.981900452488688,0.713513513513513,0.885906040268456,0.63605646841009,0.706806282722513,0.876623376623376,0.606168831168831,0.855733662145499,0.931543624161074,0.839912114694017
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.6        0.604      0.6        0.6733871  0.58870968],0.616867469879518,0.559036144578313,0.80009633911368,0.940794809407948,0.930979133226324,0.941412520064205,0.611246943765281,0.625,0.617151162790698,0.563245823389021,0.548837209302326,0.559418604651163,0.798641436196021,0.792870905587669,0.80009633911368
svm_model_N4_B98_E102_nb_zones_6_lab_svd,4,98,102,6, lab, svd,882,294,294,0.6,0.2,0.2, [0.83146067 0.88068182 0.91477273 0.875      0.85227273],0.863945578231292,0.846938775510204,0.87687074829932,0.891156462585034,0.891156462585034,0.891156462585034,0.858156028368794,0.876811594202898,0.8646878483835,0.851485148514851,0.848684210526316,0.846877316530764,0.876618950238582,0.879616963064295,0.876885612790605
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54,12, low_bits_4, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.49719101 0.46067416 0.47740113 0.50847458 0.49152542],0.481727574750831,0.504983388704319,0.871632996632997,1,1,1,0.483443708609272,0.48993288590604,0.481808548216178,0.484429065743945,0.460526315789474,0.505430943129636,0.871035940803382,0.867003367003367,0.871632996632997
ensemble_model_N16_B42_E58_nb_zones_12_lab_svd,16,42,58,12, lab, svd,1800,600,600,0.6,0.2,0.2, [0.95555556 0.96944444 0.95555556 0.95555556 0.95555556],0.833333333333333,0.756944444444444,0.949915824915825,0.999444752915047,1,0.999444444444444,0.85,0.931506849315068,0.831950607756126,0.782608695652174,0.887323943661972,0.758730464981671,0.951289398280802,0.978114478114478,0.949915824915825
svm_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdne,16,42,58,10, low_bits_4_shifted_2, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.83333333 0.81333333 0.81666667 0.81       0.84899329],0.603644646924829,0.555808656036446,0.777356902356902,0.889042995839112,0.855807743658211,0.893190921228304,0.65748031496063,0.762557077625571,0.604005811540058,0.619883040935672,0.722727272727273,0.555427563304276,0.785221274868047,0.813973063973064,0.777356902356902
svm_model_N40_B30_E70_nb_zones_8_lab_svd,40,30,70,8, lab, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [1.         0.99576271 0.98728814 0.99152542 1.        ],0.627551020408163,0.696428571428571,0.86493374108053,1,1,1,0.698347107438017,0.903743315508021,0.639676535802791,0.750524109014675,0.922680412371134,0.698713943559304,0.876110331930809,0.965979381443299,0.866054206850682
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svd,40,30,70,8, low_bits_4_shifted_2, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.96581197 0.96551724 0.95258621 0.97413793 0.99137931],0.594315245478036,0.568475452196382,0.832644628099173,1,1,1,0.656455142231947,0.815217391304348,0.604653030627543,0.659877800407332,0.805970149253731,0.558899053121489,0.846445497630332,0.924430641821946,0.832833877612004
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58,12, low_bits_2, svd,1830,610,610,0.6,0.2,0.2, [0.76229508 0.81420765 0.79234973 0.80327869 0.79508197],0.875457875457875,0.901098901098901,0.847643097643097,0.840487546369899,0.866666666666667,0.83551912568306,0.885906040268456,0.949640287769784,0.874073875228176,0.907216494845361,0.985074626865672,0.902609255878879,0.853796445880452,0.88973063973064,0.847643097643097
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,1242,414,414,0.6,0.2,0.2, [0.596      0.65322581 0.61693548 0.65322581 0.60887097],0.596618357487923,0.589371980676328,0.792753623188406,0.926634768740032,0.935587761674718,0.925925925925926,0.58968058968059,0.603015075376884,0.596856374897744,0.604651162790698,0.607476635514019,0.588738317757009,0.794835007173601,0.803675048355899,0.792764165104591
svm_model_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54,12, low_bits_3, svdne,1734,578,578,0.6,0.2,0.2, [0.77586207 0.79022989 0.76300578 0.8265896  0.81791908],0.797507788161994,0.841121495327103,0.801767676767677,0.805266044980801,0.846597462514418,0.795271049596309,0.793650793650794,0.748502994011976,0.799576172330663,0.827118644067797,0.792207792207792,0.839217668558986,0.806411837237978,0.825757575757576,0.801767676767677
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52,12, low_bits_5, svdne,1782,594,594,0.6,0.2,0.2, [0.72067039 0.6994382  0.69382022 0.70224719 0.66853933],0.531986531986532,0.592592592592593,0.846380471380471,0.942084942084942,0.958473625140292,0.941077441077441,0.515679442508711,0.496644295302013,0.53210593143479,0.581314878892733,0.567567567567568,0.592508615998549,0.847216408539138,0.851851851851852,0.846380471380471
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdn,8,46,54,12, low_bits_4_shifted_2, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.52234637 0.48324022 0.48044693 0.51966292 0.51966292],0.528813559322034,0.48135593220339,0.877104377104377,1,1,1,0.52233676975945,0.546762589928058,0.529791551374285,0.491694352159468,0.474358974358974,0.48178380372625,0.877207737594617,0.877946127946128,0.877104377104377
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54,12, low_bits_5, svdn,1842,614,614,0.6,0.2,0.2, [0.49459459 0.51086957 0.50543478 0.50815217 0.51630435],0.50561797752809,0.48314606741573,0.886363636363636,1,1,1,0.544827586206897,0.548611111111111,0.50194783197832,0.477272727272727,0.51219512195122,0.485264227642276,0.887312186978297,0.894781144781145,0.886363636363636
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63,10, low_bits_4, svdn,1506,502,502,0.6,0.2,0.2, [0.5794702  0.60927152 0.5397351  0.60666667 0.57333333],0.583908045977011,0.570114942528736,0.58459595959596,0.609463722397476,0.641434262948207,0.588977423638778,0.629856850715747,0.6784140969163,0.579591663842765,0.597849462365591,0.668269230769231,0.574222721111487,0.611264277274518,0.653198653198653,0.58459595959596
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52,12, low_bits_6, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.72443182 0.77272727 0.76988636 0.77428571 0.76285714],0.587096774193548,0.580645161290323,0.853956228956229,0.948762233736327,0.938496583143508,0.949316628701594,0.619047619047619,0.697986577181208,0.591229313435324,0.648648648648649,0.745341614906832,0.574013089332611,0.85796152271797,0.882154882154882,0.853956228956229
ensemble_model_N4_B98_E102_nb_zones_6_lab_svd,4,98,102,6, lab, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.88020833 0.90104167 0.90104167 0.92631579 0.91578947],0.842767295597484,0.845911949685535,0.900125628140703,0.937369519832985,0.939330543933054,0.937238493723849,0.857954545454545,0.920731707317073,0.840235983528666,0.864265927977839,0.891428571428571,0.840819180819181,0.904847396768402,0.925336597307222,0.899442492201998
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdne,4,48,52,12, low_bits_4_shifted_2, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.74450549 0.72252747 0.77747253 0.74725275 0.75      ],0.618705035971223,0.629496402877698,0.869528619528619,0.943417366946779,0.925274725274725,0.944505494505494,0.646666666666667,0.687943262411348,0.6176942589429,0.668810289389068,0.759124087591241,0.63133509344101,0.870617696160267,0.877946127946128,0.86952861952862
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svd,16,42,58, zones, low_bits_3, svd,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.82647059 0.77352941 0.8        0.75882353 0.78235294],0.893491124260355,0.846153846153846,0.864478114478115,0.866590649942987,0.894117647058824,0.86235294117647,0.903743315508021,0.938888888888889,0.890330520393812,0.842424242424242,0.879746835443038,0.848206751054852,0.86899918633035,0.898989898989899,0.864478114478115
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svdn,4,48,52, zones, low_bits_4, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.49127907 0.5377907  0.46511628 0.50872093 0.52339181],0.483282674772036,0.504559270516717,0.857744107744108,0.997094712376525,0.9988358556461,0.99708963911525,0.497041420118343,0.482758620689655,0.483314794215795,0.507552870090634,0.541935483870968,0.50659992584353,0.858577405857741,0.863636363636364,0.857744107744108
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54,12, low_bits_6, svdn,1788,596,596,0.6,0.2,0.2, [0.53631285 0.51396648 0.5698324  0.52793296 0.53932584],0.520408163265306,0.45578231292517,0.873316498316498,1,1,1,0.537704918032787,0.535947712418301,0.51974690585454,0.480519480519481,0.524822695035461,0.45848977889028,0.874635568513119,0.883838383838384,0.873316498316498
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58,10, low_bits_5, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.80392157 0.79934211 0.75328947 0.83223684 0.78947368],0.543325526932084,0.578454332552693,0.821127946127946,0.966666666666667,0.9526938239159,0.967148488830486,0.612326043737575,0.766169154228856,0.555650948795844,0.66542750929368,0.792035398230088,0.565171927970766,0.832743014561196,0.890572390572391,0.821127946127946
svm_model_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52,12, low_bits_3, svdne,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.81360947 0.78698225 0.82544379 0.78402367 0.82840237],0.798833819241983,0.772594752186589,0.802188552188552,0.816372939169983,0.849704142011834,0.80887573964497,0.786377708978328,0.760479041916168,0.79785315732172,0.770588235294118,0.744318181818182,0.77335669569951,0.805945499587118,0.821548821548821,0.802188552188552
svm_model_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63,10, lab, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.81907895 0.82894737 0.81125828 0.7781457  0.81456954],0.554524361948956,0.529002320185615,0.780723905723906,0.921151439299124,0.97225891677675,0.916776750330251,0.671232876712329,0.848484848484848,0.531742424242424,0.634234234234234,0.88,0.552554112554113,0.809645597369383,0.932659932659933,0.780723905723906
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svdn,4,48,52, zones, low_bits_2, svdn,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.49411765 0.53823529 0.44705882 0.47941176 0.48529412],0.517751479289941,0.485207100591716,0.853956228956229,0.99412455934195,0.995294117647059,0.994117647058823,0.530259365994236,0.557575757575758,0.518672271851463,0.472727272727273,0.450867052023121,0.486039586617621,0.854140395124002,0.855218855218855,0.853956228956229
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svd,26,37,63,10, low_bits_4_shifted_2, svd,1560,520,520,0.6,0.2,0.2, [0.875      0.88461538 0.86858974 0.85576923 0.91346154],0.600490196078431,0.607843137254902,0.862373737373737,0.997432605905006,0.996153846153846,0.997435897435897,0.681017612524462,0.836538461538462,0.595769230769231,0.67741935483871,0.84,0.612307692307692,0.872514619883041,0.941919191919192,0.862373737373737
ensemble_model_v2_N40_B30_E70_nb_zones_6_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.92857143 0.93956044 0.95054945 0.91758242 0.91758242],0.617161716171617,0.63036303630363,0.849604221635884,1,1,1,0.711442786069652,0.92258064516129,0.609938971229294,0.726829268292683,0.914110429447853,0.607055214723926,0.867595818815331,0.966364812419146,0.847247009170542
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70,8, low_bits_4, svdn,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.70175439 0.67256637 0.77433628 0.71681416 0.69469027],0.625994694960212,0.604774535809019,0.806998939554613,0.935540069686411,0.948763250883392,0.934628975265018,0.625994694960212,0.637837837837838,0.626210585585586,0.618925831202046,0.654054054054054,0.60567286036036,0.810020876826722,0.829059829059829,0.807161493477283
ensemble_model_v2_N8_B46_E54_nb_zones_12_lab_svdne,8,46,54, zones, lab, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.96666667 0.96111111 0.97222222 0.96648045 0.93575419],0.641379310344828,0.693103448275862,0.914141414141414,0.993865030674847,0.992204899777283,0.993875278396437,0.655629139072848,0.717391304347826,0.644879862700229,0.734328358208955,0.809210526315789,0.687213958810069,0.916049382716049,0.936868686868687,0.914141414141414
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.92088608 0.91772152 0.85443038 0.88216561 0.86305732],0.535,0.5525,0.835016835016835,0.982813494589434,0.979695431472081,0.982868020304568,0.620408163265306,0.748768472906404,0.531744642544573,0.627858627858628,0.766497461928934,0.555662524067915,0.845790715971676,0.904882154882155,0.835016835016835
svm_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdne,32,34,66,8, low_bits_4_shifted_2, svdne,1158,386,386,0.6,0.2,0.2, [0.86206897 0.89655172 0.88362069 0.90517241 0.9173913 ],0.572538860103627,0.639896373056995,0.841968911917098,0.999137187230371,1,0.999136442141623,0.564643799472295,0.575268817204301,0.572634408602151,0.649874055415617,0.651515151515152,0.639587362991618,0.842377260981912,0.846313603322949,0.841977897835208
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svd,4,98,102, zones, lab, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83854167 0.86458333 0.86979167 0.86979167 0.87368421],0.846394984326019,0.811912225705329,0.904135338345865,0.955102040816326,0.977035490605428,0.954070981210856,0.855457227138643,0.92948717948718,0.848179172565676,0.824561403508772,0.875776397515528,0.811305920276751,0.907886815171583,0.947236180904523,0.904243090452261
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.4822695  0.59574468 0.56028369 0.525      0.52142857],0.566239316239316,0.551282051282051,0.810418445772844,0.977745872218234,0.968705547652916,0.977951635846373,0.570824524312896,0.589519650655022,0.566726352524164,0.551282051282051,0.539748953974895,0.551533865633736,0.809768637532134,0.807002561912895,0.810418445772844
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70,8, low_bits_6, svd,1284,428,428,0.6,0.2,0.2, [0.92248062 0.92635659 0.9375     0.953125   0.953125  ],0.595794392523364,0.570093457943925,0.829439252336448,0.993769470404984,0.993769470404984,0.993769470404984,0.680221811460259,0.867924528301887,0.598314116002795,0.655430711610487,0.813953488372093,0.568948575171962,0.845273420941077,0.932647333956969,0.82953561842573
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.79738562 0.81045752 0.84640523 0.78431373 0.83223684],0.846698113207547,0.797169811320755,0.873737373737374,0.902677988242978,0.904450261780105,0.902486910994764,0.847775175644028,0.845794392523364,0.846706720071206,0.796208530805687,0.8,0.797196261682243,0.873949579831933,0.875420875420875,0.873737373737374
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66,10, low_bits_4, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.80743243 0.77891156 0.82653061 0.76530612 0.80612245],0.736725663716814,0.714601769911504,0.870791245791246,0.959616700889801,0.952445652173913,0.95991847826087,0.69250645994832,0.617511520737327,0.732160015687813,0.695035460992908,0.625531914893617,0.718295911363859,0.86481726111845,0.826599326599327,0.870791245791246
svm_model_N8_B96_E104_nb_zones_4_lab_svd,8,96,104,4, lab, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.9537037  0.94444444 0.92592593 0.92592593 0.93396226],0.893854748603352,0.854748603351955,0.938616071428571,0.981549815498155,0.988847583643122,0.981412639405204,0.893854748603352,0.860215053763441,0.895223805951488,0.857142857142857,0.838709677419355,0.855401350337584,0.939091915836102,0.931868131868132,0.938723181580324
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70,8, low_bits_3, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.86046512 0.8984375  0.84765625 0.8359375  0.84375   ],0.800936768149883,0.800936768149883,0.873595505617977,0.92283950617284,0.932917316692668,0.921996879875195,0.83495145631068,0.942982456140351,0.79058670545711,0.824016563146998,0.934272300469484,0.801248299767452,0.882301656495205,0.935304990757856,0.872775835037372
svm_model_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63,10, low_bits_3, svdne,1482,494,494,0.6,0.2,0.2, [0.81879195 0.8277027  0.85135135 0.83445946 0.81756757],0.8165548098434,0.814317673378076,0.831228956228956,0.850443599493029,0.9055330634278,0.840755735492577,0.827004219409283,0.894977168949771,0.818102619562605,0.825995807127883,0.864035087719298,0.813296082672435,0.841439304072756,0.895622895622896,0.831228956228956
svm_model_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54,12, low_bits_2, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.82692308 0.81318681 0.80110497 0.79558011 0.8121547 ],0.832740213523132,0.882562277580071,0.822390572390572,0.81573275862069,0.834619625137817,0.811466372657111,0.830324909747292,0.809859154929577,0.832987131421623,0.884210526315789,0.906474820143885,0.882814874860675,0.825475599669148,0.84006734006734,0.822390572390572
svm_model_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66,8, low_bits_5, svdne,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.87698413 0.92063492 0.90873016 0.888      0.916     ],0.569377990430622,0.519138755980861,0.807839388145315,0.983240223463687,0.980891719745223,0.98328025477707,0.66789667896679,0.849765258215962,0.563907019351884,0.629834254143646,0.822115384615385,0.520581501831502,0.828058169375535,0.92278360343184,0.807508771993964
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.62605042 0.56722689 0.56355932 0.66525424 0.65254237],0.469543147208122,0.510152284263959,0.782454361054767,0.977367979882649,0.984797297297297,0.977195945945946,0.534521158129176,0.606060606060606,0.468846629560915,0.581344902386117,0.653658536585366,0.50407794554136,0.796005706134094,0.841206030150754,0.781913148135766
svm_model_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70,8, low_bits_2, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.81623932 0.81196581 0.79059829 0.77155172 0.81034483],0.77319587628866,0.77319587628866,0.792481977342945,0.798937112488928,0.773584905660377,0.805317324185249,0.751412429378531,0.692708333333333,0.772374574829932,0.760869565217391,0.717948717948718,0.773482130995084,0.782279848730416,0.74639175257732,0.792434559416232
ensemble_model_N8_B96_E104_nb_zones_4_lab_svd,8,96,104,4, lab, svd,594,198,198,0.6,0.2,0.2, [0.94166667 0.925      0.94915254 0.91525424 0.88983051],0.843434343434343,0.858585858585859,0.91010101010101,0.947552447552448,0.912457912457912,0.949494949494949,0.848780487804878,0.925531914893617,0.847381342062193,0.875,0.933333333333333,0.853763440860215,0.911088911088911,0.919354838709677,0.910082277654434
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svd,40,30,70,8, low_bits_4_shifted_2, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.89565217 0.93913043 0.91304348 0.8826087  0.94736842],0.589005235602094,0.609947643979058,0.839435146443515,0.999129677980853,1,0.999128919860627,0.635730858468677,0.796511627906977,0.607779623477298,0.671081677704194,0.756218905472637,0.601866358813667,0.848991637973438,0.91129883843717,0.840105377767808
ensemble_model_N40_B30_E70_nb_zones_8_lab_svd,40,30,70,8, lab, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.99180328 0.99590164 0.9795082  0.97540984 0.98770492],0.812807881773399,0.815270935960591,0.925688976377953,1,1,1,0.824884792626728,0.942105263157895,0.820589668615984,0.848484848484848,0.963302752293578,0.803459886785087,0.929734760353653,0.981335952848723,0.925579219027912
svm_model_N32_B34_E66_nb_zones_10_lab_svd,32,34,66,10, lab, svd,1554,518,518,0.6,0.2,0.2, [0.99038462 0.99038462 0.99032258 0.99354839 0.99677419],0.732360097323601,0.751824817518248,0.910774410774411,1,1,1,0.767932489451477,0.91,0.736990521327014,0.793522267206478,0.928909952606635,0.746954976303317,0.91593973037272,0.972222222222222,0.910774410774411
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.8483871  0.87096774 0.81168831 0.8474026  0.83766234],0.596153846153846,0.564903846153846,0.839225589225589,0.978360655737705,0.966321243523316,0.978626943005181,0.623318385650224,0.674757281553398,0.596902450300509,0.622129436325679,0.70952380952381,0.563499768839575,0.844081632653061,0.87037037037037,0.839225589225589
ensemble_model_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdne,16,42,58,10, low_bits_4_shifted_2, svdne,1446,482,482,0.6,0.2,0.2, [0.83103448 0.85172414 0.84137931 0.83680556 0.86111111],0.572043010752688,0.612903225806452,0.816498316498316,0.959717314487632,0.939142461964039,0.96058091286307,0.616570327552987,0.727272727272727,0.579962894248609,0.679715302491103,0.779591836734694,0.603432282003711,0.825320512820513,0.867003367003367,0.816498316498316
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66,10, low_bits_3, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.69798658 0.66778523 0.6442953  0.625      0.59121622],0.6,0.615730337078652,0.638888888888889,0.657700067249496,0.65814266487214,0.657469717362046,0.600896860986547,0.587719298245614,0.600311262026033,0.62582056892779,0.658986175115207,0.61677378931199,0.641004184100418,0.644781144781145,0.638888888888889
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svd,8,96,104, zones, lab, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.94339623 0.9245283  0.9245283  0.95192308 0.96153846],0.88,0.897142857142857,0.945205479452055,0.983177570093458,1,0.982889733840304,0.887700534759358,0.873684210526316,0.880592105263158,0.901098901098901,0.953488372093023,0.898092500653253,0.946902654867257,0.963963963963964,0.944944944944945
svm_model_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102,6, lab, svdn,906,302,302,0.6,0.2,0.2, [0.48351648 0.53846154 0.45604396 0.52222222 0.57222222],0.52317880794702,0.47682119205298,0.594039735099338,0.650953984287318,0.640176600441501,0.65673289183223,0.503448275862069,0.503448275862069,0.52242477487371,0.473333333333333,0.493055555555556,0.477540436005626,0.586090479405807,0.584905660377358,0.593885121855346
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.8496732  0.85855263 0.87171053 0.875      0.85855263],0.620608899297424,0.65807962529274,0.860690235690236,0.984717607973422,0.973718791064389,0.984888304862024,0.656779661016949,0.759803921568627,0.626538732084762,0.700819672131148,0.766816143497758,0.653015914886134,0.865720081135903,0.898148148148148,0.860690235690236
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58,12, low_bits_4, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.76923077 0.76373626 0.79005525 0.78176796 0.73756906],0.644128113879004,0.679715302491103,0.841750841750842,0.898692810457516,0.909592061742007,0.897464167585446,0.657534246575342,0.657534246575342,0.643581938102486,0.671532846715328,0.681481481481481,0.679781836631152,0.843463780183181,0.852693602693603,0.841750841750842
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svd,16,42,58, zones, lab, svd,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.96551724 0.97701149 0.9683908  0.93641618 0.98843931],0.759375,0.78125,0.936447811447811,0.997693194925029,0.996543778801843,0.997695852534562,0.797900262467191,0.888888888888889,0.749813571961223,0.789156626506024,0.879194630872483,0.787550531810511,0.938291785860237,0.966329966329966,0.936447811447811
svm_model_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104,4, lab, svdn,558,186,186,0.6,0.2,0.2, [0.47321429 0.45535714 0.50892857 0.53571429 0.45454545],0.510752688172043,0.532258064516129,0.633333333333333,0.740031897926635,0.831541218637993,0.707885304659498,0.584474885844749,0.703296703296703,0.514806246385194,0.599078341013825,0.677083333333333,0.527430555555556,0.679209783631232,0.774678111587983,0.633028710966405
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_5_svdne,4,48,52, zones, low_bits_5, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.71186441 0.74576271 0.7259887  0.75988701 0.71875   ],0.539473684210526,0.536184210526316,0.824074074074074,0.92290377039955,0.927601809954751,0.922511312217195,0.606741573033708,0.744827586206897,0.548514422034266,0.60056657223796,0.666666666666667,0.529885057471264,0.831858407079646,0.87037037037037,0.824074074074074
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdne,32,34,66,8, low_bits_4_shifted_2, svdne,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.91025641 0.91452991 0.88461538 0.88461538 0.87931034],0.670951156812339,0.663239074550129,0.857142857142857,0.983521248915872,0.970890410958904,0.983732876712329,0.714285714285714,0.788177339901478,0.665594046294825,0.698850574712644,0.763819095477387,0.660856916159746,0.863457760314342,0.891480730223124,0.856677865111562
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54,12, low_bits_3, svdne,1854,618,618,0.6,0.2,0.2, [0.83870968 0.81989247 0.83513514 0.81621622 0.79189189],0.796934865900383,0.727969348659004,0.84006734006734,0.863539445628998,0.87378640776699,0.861920172599784,0.828478964401294,0.934306569343065,0.789733929832823,0.759322033898305,0.903225806451613,0.736284436072522,0.846774193548387,0.883838383838384,0.84006734006734
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70,8, low_bits_5, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.92083333 0.92916667 0.9125     0.90756303 0.92016807],0.64572864321608,0.600502512562814,0.849397590361446,1,1,1,0.698072805139186,0.857894736842105,0.654908906882591,0.655097613882863,0.803191489361702,0.611119554204661,0.858757062146893,0.934426229508197,0.851071382470634
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_6_svdne,4,48,52, zones, low_bits_6, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.71428571 0.71703297 0.68131868 0.74033149 0.73480663],0.635714285714286,0.546428571428571,0.856902356902357,0.938299055030572,0.929515418502203,0.938876651982379,0.640845070422535,0.68421052631579,0.638023630504833,0.578073089700997,0.591836734693878,0.544038668098819,0.85738255033557,0.86026936026936,0.856902356902357
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svd,16,42,58, zones, low_bits_2, svd,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.7877907  0.7877907  0.78488372 0.77325581 0.82163743],0.832826747720365,0.860182370820669,0.858585858585859,0.864553314121037,0.873108265424913,0.863213038416764,0.844192634560906,0.937106918238994,0.836200517943026,0.870056497175141,0.905882352941176,0.858601553829079,0.862407862407862,0.886363636363636,0.858585858585859
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.86554622 0.8697479  0.83050847 0.86016949 0.86016949],0.769035532994924,0.802030456852792,0.866125760649087,0.920899250624479,0.934121621621622,0.919763513513513,0.775308641975309,0.877094972067039,0.77808236975445,0.825112107623318,0.876190476190476,0.796790890269151,0.871345029239766,0.91131498470948,0.866353758752318
ensemble_model_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102,6, lab, svdn,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.5297619  0.60240964 0.52409639 0.54216867 0.4939759 ],0.472924187725632,0.512635379061372,0.796536796536796,0.998799519807923,1,0.998798076923077,0.482269503546099,0.507462686567164,0.474011063563302,0.539249146757679,0.544827586206897,0.511050156739812,0.799715909090909,0.810071942446043,0.796497621005945
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102,4, low_bits_5, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.77966102 0.80508475 0.80508475 0.83898305 0.75423729],0.596938775510204,0.602040816326531,0.758655804480652,0.85663082437276,0.810169491525424,0.864406779661017,0.614634146341463,0.577981651376147,0.59933565327428,0.585106382978723,0.578947368421053,0.601354872329338,0.750788643533123,0.715430861723447,0.759371745561516
ensemble_model_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104,4, lab, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.54237288 0.48305085 0.42241379 0.5        0.42241379],0.530927835051546,0.510309278350515,0.808641975308642,1,1,1,0.513368983957219,0.489795918367347,0.531356292517007,0.457142857142857,0.430107526881721,0.507132971361652,0.80338266384778,0.786749482401656,0.808507665536206
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70,8, low_bits_6, svd,1134,378,378,0.6,0.2,0.2, [0.95175439 0.95614035 0.96460177 0.94690265 0.96017699],0.626984126984127,0.563492063492063,0.838095238095238,1,1,1,0.695464362850972,0.793103448275862,0.613694581280788,0.624145785876993,0.752747252747253,0.570251177394035,0.849705304518664,0.908613445378151,0.837568982817007
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svd,26,37,63, zones, low_bits_4_shifted_2, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.87762238 0.9020979  0.86267606 0.88732394 0.91197183],0.592827004219409,0.559071729957806,0.830101180438449,0.999297259311314,0.998595505617978,0.999297752808989,0.648451730418944,0.767241379310345,0.596430607010544,0.623423423423423,0.714876033057851,0.555713878597891,0.840522358527899,0.895446880269814,0.830101180438449
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.78301887 0.73899371 0.81446541 0.78797468 0.79113924],0.582278481012658,0.511392405063291,0.82996632996633,0.970886075949367,0.967213114754098,0.970996216897856,0.622425629290618,0.657004830917874,0.578502415458937,0.545882352941177,0.617021276595745,0.516240106896906,0.834561834561834,0.857744107744108,0.82996632996633
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.6625     0.67916667 0.7375     0.70416667 0.65416667],0.635,0.62,0.796,0.910130718954248,0.928333333333333,0.908333333333333,0.619791666666667,0.626315789473684,0.634586466165414,0.621890547263682,0.598086124401914,0.621032590996768,0.797014925373134,0.801801801801802,0.796005796005796
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_shifted_2_svdne,4,48,52, zones, low_bits_4_shifted_2, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.77472527 0.78571429 0.76373626 0.80662983 0.79834254],0.482142857142857,0.557142857142857,0.829545454545455,0.924778761061947,0.920704845814978,0.92511013215859,0.577259475218659,0.702127659574468,0.480560232664932,0.635294117647059,0.776978417266187,0.55870197459054,0.83741469289442,0.877946127946128,0.829545454545455
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svdn,8,46,54, zones, low_bits_4, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.5        0.49441341 0.49438202 0.50280899 0.44662921],0.5,0.476351351351351,0.869528619528619,0.996074032529445,0.995515695067265,0.996076233183856,0.509933774834437,0.503267973856209,0.499885735179853,0.463667820069204,0.468531468531469,0.476095799625211,0.869418702611626,0.868686868686869,0.86952861952862
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66,8, low_bits_5, svdne,1170,390,390,0.6,0.2,0.2, [0.88034188 0.8974359  0.88034188 0.8974359  0.89316239],0.612820512820513,0.566666666666667,0.819487179487179,0.972318339100346,0.960683760683761,0.972649572649573,0.669584245076587,0.753694581280788,0.606793814704565,0.636559139784946,0.762886597938144,0.567667788764991,0.83060635226179,0.878818737270876,0.819058128966016
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70,8, low_bits_2, svdne,1242,414,414,0.6,0.2,0.2, [0.844      0.86290323 0.85887097 0.86693548 0.85483871],0.763285024154589,0.753623188405797,0.842995169082126,0.901497241922774,0.92109500805153,0.899355877616747,0.767772511848341,0.778846153846154,0.763209484690067,0.771300448430493,0.8,0.751758793969849,0.84791764155358,0.867816091954023,0.842777441688512
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102,4, low_bits_6, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.86885246 0.8442623  0.82786885 0.8852459  0.90163934],0.679802955665025,0.724137931034483,0.838582677165354,0.930533117932149,0.944262295081967,0.929508196721311,0.67005076142132,0.653465346534653,0.679673849737915,0.711340206185567,0.71875,0.723860981308411,0.837623762376238,0.842629482071713,0.838629916133133
svm_model_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66,8, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.86134454 0.89495798 0.87815126 0.8697479  0.88135593],0.646464646464646,0.626262626262626,0.845454545454545,0.984745762711864,0.978114478114478,0.984848484848485,0.705882352941176,0.807692307692308,0.637888707037643,0.690376569037657,0.83756345177665,0.627324439456164,0.856607310215558,0.914914914914915,0.844817294358579
ensemble_model_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63,10, lab, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.81292517 0.86734694 0.76870748 0.82312925 0.79109589],0.561674008810573,0.577092511013216,0.814814814814815,0.967355096602265,0.989100817438692,0.966621253405994,0.620952380952381,0.747706422018349,0.568768465246462,0.640449438202247,0.724576271186441,0.571003731923496,0.828125,0.892255892255892,0.814814814814815
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52,12, low_bits_3, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.82122905 0.82122905 0.81843575 0.81005587 0.80167598],0.764505119453925,0.781569965870307,0.853956228956229,0.883947939262473,0.910614525139665,0.880446927374302,0.767676767676768,0.76510067114094,0.764494780014914,0.764705882352941,0.722222222222222,0.780574198359433,0.856195607128056,0.869528619528619,0.853956228956229
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102,4, low_bits_5, svd,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.80555556 0.91509434 0.86792453 0.87735849 0.90566038],0.627118644067797,0.593220338983051,0.834085778781038,0.982791586998088,0.966165413533835,0.983082706766917,0.637362637362637,0.698795180722892,0.631312483978467,0.608695652173913,0.717948717948718,0.606449106449106,0.834645669291338,0.868852459016393,0.835297689203186
svm_model_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63,10, low_bits_2, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.82993197 0.78571429 0.77891156 0.75       0.76369863],0.857142857142857,0.859340659340659,0.816077441077441,0.794940079893475,0.814461118690314,0.789904502046385,0.86815415821501,0.869918699186992,0.856011981172443,0.853211009174312,0.889952153110048,0.861642743221691,0.820238584944467,0.839225589225589,0.816077441077441
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svd,40,30,70, zones, low_bits_4_shifted_2, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.95575221 0.97345133 0.95535714 0.94642857 0.96875   ],0.572192513368984,0.564171122994652,0.826923076923077,0.999111111111111,1,0.999110320284698,0.644444444444444,0.801104972375691,0.579308962871783,0.652452025586354,0.813829787234043,0.562828872111645,0.841487279843444,0.923737916219119,0.827437502211579
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svd,4,98,102,4, low_bits_4_shifted_2, svd,576,192,192,0.6,0.2,0.2, [0.85344828 0.85344828 0.80172414 0.80701754 0.85964912],0.645833333333333,0.635416666666667,0.766666666666667,0.852739726027397,0.864583333333333,0.850694444444444,0.699115044247788,0.752380952380952,0.634811165845649,0.666666666666667,0.714285714285714,0.633738601823708,0.780392156862745,0.810590631364562,0.765636467068209
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63,10, low_bits_3, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.84563758 0.84228188 0.81879195 0.82885906 0.79194631],0.866817155756208,0.81941309255079,0.866582491582492,0.883660130718954,0.90738255033557,0.880536912751678,0.866213151927438,0.872146118721461,0.866876630789302,0.818181818181818,0.803571428571429,0.819593933463796,0.868519286603069,0.881313131313131,0.866582491582492
svm_model_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52,12, low_bits_4, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.77247191 0.69101124 0.70786517 0.78370787 0.75561798],0.681208053691275,0.714765100671141,0.731060606060606,0.739056281978397,0.730337078651685,0.742134831460674,0.727793696275072,0.835526315789474,0.678037130497477,0.752186588921283,0.883561643835616,0.718096611391492,0.739290085679314,0.762626262626263,0.731060606060606
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdn,8,46,54, zones, low_bits_4_shifted_2, svdn,1764,588,588,0.6,0.2,0.2, [0.52824859 0.49152542 0.53409091 0.49147727 0.50568182],0.549019607843137,0.480392156862745,0.870791245791246,0.994350282485875,0.997732426303855,0.994331065759637,0.54,0.536423841059603,0.548857081820124,0.495238095238095,0.503225806451613,0.480089724417859,0.871278825995807,0.874579124579125,0.870791245791246
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svdn,8,96,104, zones, lab, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.47413793 0.48275862 0.54310345 0.54310345 0.49122807],0.494791666666667,0.473958333333333,0.785862785862786,0.986206896551724,0.98961937716263,0.986159169550173,0.49740932642487,0.489795918367347,0.494897959183674,0.459893048128342,0.425742574257426,0.476607550864977,0.785416666666667,0.772540983606557,0.786059521339144
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54,12, low_bits_2, svdne,1694,564,564,0.600283486888731,0.199858256555634,0.199858256555634, [0.80294118 0.81176471 0.81656805 0.84319527 0.84911243],0.800586510263929,0.832844574780059,0.837962962962963,0.855072463768116,0.905548996458087,0.846517119244392,0.791411042944785,0.781818181818182,0.8,0.832844574780058,0.806818181818182,0.833712121212121,0.843559528646891,0.873737373737374,0.837962962962963
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102,4, low_bits_6, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.89855072 0.86029412 0.84558824 0.86029412 0.85294118],0.6784140969163,0.669603524229075,0.838908450704225,0.946727549467275,0.912023460410557,0.948680351906158,0.730627306273063,0.853448275862069,0.674471885678782,0.731182795698925,0.829268292682927,0.655018761726079,0.848384424192212,0.882758620689655,0.837962044157777
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63,10, low_bits_4, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.58278146 0.6192053  0.52649007 0.59933775 0.61258278],0.549653579676674,0.64203233256351,0.839225589225589,0.978666666666667,0.972185430463576,0.978807947019868,0.557823129251701,0.574766355140187,0.549940255195664,0.659340659340659,0.684931506849315,0.641531173985405,0.840567612687813,0.847643097643097,0.839225589225589
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svdn,8,46,54, zones, low_bits_5, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.51381215 0.55801105 0.55801105 0.53867403 0.51933702],0.480565371024735,0.515901060070671,0.876262626262626,0.994469026548672,0.993370165745856,0.994475138121547,0.48421052631579,0.479166666666667,0.480590527577938,0.48689138576779,0.467625899280576,0.515062949640288,0.875423728813559,0.869528619528619,0.876262626262626
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.78571429 0.79285714 0.78571429 0.77142857 0.74285714],0.648068669527897,0.609442060085837,0.826758147512864,0.957415565345081,0.931428571428571,0.958571428571429,0.694029850746269,0.762295081967213,0.642408802244868,0.664206642066421,0.708661417322835,0.599613727529342,0.834426229508197,0.84974958263773,0.826109359220099
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svd,40,30,70, zones, lab, svd,1260,420,420,0.6,0.2,0.2, [0.98809524 1.         0.98809524 0.99603175 1.        ],0.828571428571429,0.845238095238095,0.934285714285714,0.999206978588422,1,0.999206349206349,0.838565022421525,0.907766990291262,0.830051719444696,0.855875831485587,0.914691943127962,0.844905780176421,0.936051899907322,0.964660936007641,0.934372253378939
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svd,4,98,102,4, low_bits_4_shifted_2, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.85714286 0.87301587 0.9047619  0.88709677 0.88709677],0.677884615384615,0.625,0.826295585412668,0.943217665615142,0.955271565495207,0.942492012779553,0.741312741312741,0.872727272727273,0.66595547309833,0.685483870967742,0.85,0.633333333333333,0.84136722173532,0.917782026768642,0.825943036505708
ensemble_model_v2_N16_B42_E58_nb_zones_10_low_bits_4_shifted_2_svdne,16,42,58, zones, low_bits_4_shifted_2, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.88926174 0.82214765 0.83557047 0.875      0.88513514],0.602247191011236,0.633707865168539,0.83543771043771,0.964948453608247,0.944818304172274,0.965679676985195,0.681081081081081,0.832599118942731,0.597492220021824,0.693032015065913,0.844036697247706,0.637877379460858,0.846123573396301,0.904882154882155,0.83543771043771
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svdn,4,98,102, zones, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.46875    0.54736842 0.53684211 0.54210526 0.54210526],0.529968454258675,0.498422712933754,0.797604035308953,0.986330178759201,0.985294117647059,0.986344537815126,0.529968454258675,0.528301886792453,0.529973728206353,0.504672897196262,0.515923566878981,0.49858678343949,0.797986154814349,0.800505050505051,0.797607688980485
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,1464,488,488,0.6,0.2,0.2, [0.82653061 0.83333333 0.81849315 0.82191781 0.8630137 ],0.666666666666667,0.642543859649123,0.843434343434343,0.961250849762067,0.965846994535519,0.961065573770492,0.698412698412698,0.789237668161435,0.6692969456687,0.69187145557656,0.785407725321888,0.639340633961393,0.851437699680511,0.897306397306397,0.843434343434343
svm_model_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104,4, lab, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.96031746 0.93650794 0.94444444 0.96031746 0.97580645],0.880382775119617,0.904306220095694,0.941682600382409,0.974842767295597,0.987261146496815,0.974522292993631,0.882629107981221,0.878504672897196,0.880428807036833,0.909090909090909,0.909090909090909,0.904040404040404,0.942937324602432,0.949152542372881,0.941566562448577
ensemble_model_N32_B34_E66_nb_zones_10_lab_svd,32,34,66,10, lab, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [1.         0.9822695  0.9858156  0.98928571 0.98928571],0.747863247863248,0.717948717948718,0.892399658411614,0.998579545454545,1,0.998577524893314,0.803986710963455,0.964143426294821,0.730919639414692,0.758241758241758,0.962790697674419,0.73633606029966,0.901408450704225,0.985457656116339,0.892558325074367
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svdn,8,46,54, zones, low_bits_6, svdn,1788,596,596,0.6,0.2,0.2, [0.51675978 0.51955307 0.52793296 0.55027933 0.51404494],0.45578231292517,0.510204081632653,0.868265993265993,0.994974874371859,0.996644295302013,0.99496644295302,0.473684210526316,0.489795918367347,0.45578231292517,0.513513513513514,0.517006802721088,0.510204081632653,0.86909242994563,0.874579124579125,0.868265993265993
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,570,190,190,0.6,0.2,0.2, [0.83333333 0.84210526 0.90350877 0.88596491 0.88596491],0.7,0.652631578947368,0.854736842105263,0.973544973544974,0.968421052631579,0.973684210526316,0.732394366197183,0.787878787878788,0.696137196137196,0.666666666666667,0.75,0.659313725490196,0.858895705521472,0.889830508474576,0.854957095241472
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63,10, low_bits_6, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.60135135 0.625      0.63175676 0.57432432 0.57823129],0.507795100222717,0.541202672605791,0.740740740740741,0.875902823374918,0.902571041948579,0.87212449255751,0.54054054054054,0.599078341013825,0.510746067058637,0.591269841269841,0.642241379310345,0.537710551406324,0.754385964912281,0.796296296296296,0.740740740740741
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_4_shifted_2_svdne,32,34,66, zones, low_bits_4_shifted_2, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.875      0.91071429 0.90178571 0.92857143 0.90540541],0.556451612903226,0.623655913978495,0.834049409237379,0.996422182468694,0.996422182468694,0.996422182468694,0.627539503386005,0.803468208092485,0.572588375403027,0.705882352941176,0.848484848484848,0.608150470219436,0.848306332842416,0.929032258064516,0.834151322165305
ensemble_model_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104,4, lab, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.92622951 0.91803279 0.90983607 0.96721311 0.95901639],0.847290640394089,0.842364532019704,0.917322834645669,0.964705882352941,0.940983606557377,0.965573770491803,0.872427983539095,0.946428571428571,0.835851648351648,0.851851851851852,0.938775510204082,0.845578231292517,0.920303605313093,0.941747572815534,0.916981570838905
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102,4, low_bits_5, svdn,618,206,206,0.6,0.2,0.2, [0.51612903 0.48387097 0.5483871  0.54032258 0.59016393],0.504854368932039,0.567961165048544,0.539805825242719,0.57315233785822,0.614886731391586,0.542071197411003,0.523364485981308,0.595744680851064,0.512158054711246,0.618025751072961,0.672897196261682,0.563721325403568,0.572972972972973,0.623529411764706,0.540610859728507
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svd,4,98,102, zones, low_bits_4_shifted_2, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.84375   0.8359375 0.796875  0.7890625 0.796875 ],0.704225352112676,0.685446009389671,0.843339587242026,0.9408,0.91875,0.9421875,0.72,0.801980198019802,0.709025813295615,0.70995670995671,0.725663716814159,0.68283185840708,0.845513413506013,0.855805243445693,0.843316155557433
svm_model_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102,6, lab, svdne,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.81382979 0.87234043 0.87765957 0.86702128 0.89247312],0.849358974358974,0.858974358974359,0.866197183098591,0.875264270613108,0.88272921108742,0.874200426439232,0.849840255591054,0.836477987421384,0.8496115427303,0.852348993288591,0.841059602649007,0.858418000082267,0.865767501605652,0.865211810012837,0.866194666181387
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102,4, low_bits_6, svdn,588,196,196,0.6,0.2,0.2, [0.53389831 0.45762712 0.55932203 0.50847458 0.54310345],0.540816326530612,0.525510204081633,0.525510204081633,0.471910112359551,0.428571428571429,0.520408163265306,0.521276595744681,0.550561797752809,0.54163603906332,0.513089005235602,0.433628318584071,0.542115364111313,0.490690032858708,0.451612903225806,0.526426286323647
ensemble_model_v2_N8_B96_E104_nb_zones_4_lab_svdne,8,96,104, zones, lab, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.8490566  0.88679245 0.89423077 0.92307692 0.97115385],0.82183908045977,0.890804597701149,0.922018348623853,0.964566929133858,0.935114503816794,0.965648854961832,0.841025641025641,0.921348314606742,0.819497686715136,0.887573964497041,0.925925925925926,0.893070489844683,0.922018348623853,0.930555555555556,0.92209595959596
svm_model_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52,12, low_bits_2, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.8        0.78378378 0.78378378 0.80810811 0.79459459],0.916349809885932,0.847908745247148,0.814814814814815,0.807142857142857,0.855135135135135,0.795675675675676,0.912698412698413,0.891472868217054,0.91588568783987,0.847328244274809,0.828358208955224,0.848287631609395,0.822150363783347,0.856060606060606,0.814814814814815
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58,12, low_bits_6, svd,1806,602,602,0.6,0.2,0.2, [0.83425414 0.82596685 0.82044199 0.88333333 0.83333333],0.512280701754386,0.575438596491228,0.845538720538721,0.93930799773114,0.916943521594684,0.940753045404208,0.47148288973384,0.5,0.510869565217391,0.618296529968454,0.608695652173913,0.570476858345021,0.843363209560393,0.831649831649832,0.845538720538721
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70,8, low_bits_4, svdne,1140,380,380,0.6,0.2,0.2, [0.8245614  0.86403509 0.83333333 0.84649123 0.85964912],0.65,0.621052631578947,0.824210526315789,0.950043821209465,0.950877192982456,0.95,0.695652173913043,0.808510638297872,0.651651152482269,0.669724770642202,0.780748663101604,0.62353495331246,0.83416087388282,0.888888888888889,0.824549156486329
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66,10, low_bits_2, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.55592105 0.56907895 0.50657895 0.60197368 0.59539474],0.572429906542056,0.577102803738318,0.638047138047138,0.682051282051282,0.7,0.673684210526316,0.548148148148148,0.536231884057971,0.571283362843465,0.589569160997733,0.588235294117647,0.576726342710998,0.642560266001663,0.650673400673401,0.638047138047138
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,1122,374,374,0.6,0.2,0.2, [0.80973451 0.85267857 0.87946429 0.82142857 0.8125    ],0.794117647058823,0.796791443850267,0.868449197860963,0.917186108637578,0.918003565062389,0.917112299465241,0.798955613577024,0.82258064516129,0.794269045984901,0.811881188118812,0.867724867724868,0.796024596024596,0.871204188481675,0.888888888888889,0.868427313823459
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102,4, low_bits_5, svdn,552,184,184,0.6,0.2,0.2, [0.49107143 0.5        0.47272727 0.5        0.55454545],0.489130434782609,0.472826086956522,0.792391304347826,1,1,1,0.477777777777778,0.438775510204082,0.492643569055529,0.486772486772487,0.48421052631579,0.47244234180958,0.792616720955483,0.778251599147121,0.792673471413915
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdn,4,98,102,4, low_bits_4_shifted_2, svdn,612,204,204,0.6,0.2,0.2, [0.46774194 0.45081967 0.50819672 0.49180328 0.37704918],0.490196078431373,0.5,0.51078431372549,0.40081799591002,0.320261437908497,0.521241830065359,0.388235294117647,0.351063829787234,0.480077369439072,0.420454545454545,0.342592592592593,0.509837962962963,0.402395209580838,0.330708661417323,0.510080893208661
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70,8, low_bits_5, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.94758065 0.94758065 0.95564516 0.89919355 0.89112903],0.63680387409201,0.610169491525424,0.84946757018393,1,1,1,0.705882352941176,0.837209302325581,0.62820061075875,0.662473794549266,0.79,0.615657276995305,0.860350246969017,0.9256038647343,0.849319876111088
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,1176,392,392,0.6,0.2,0.2, [0.87711864 0.88983051 0.8940678  0.8974359  0.88461538],0.594387755102041,0.584183673469388,0.821428571428571,0.976027397260274,0.969387755102041,0.976190476190476,0.676171079429735,0.851282051282051,0.595691787062346,0.688336520076482,0.9,0.577604166666667,0.839596700274977,0.931841302136317,0.821089535407974
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_3_svdne,8,46,54, zones, low_bits_3, svdne,1782,594,594,0.6,0.2,0.2, [0.81564246 0.82022472 0.82865169 0.8005618  0.84550562],0.747474747474748,0.750841750841751,0.849326599326599,0.884721456150028,0.900112233445567,0.882716049382716,0.738675958188153,0.716216216216216,0.747369853074551,0.741258741258741,0.711409395973154,0.750974968256848,0.849958088851634,0.853535353535353,0.849326599326599
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63,10, low_bits_5, svdn,1422,474,474,0.6,0.2,0.2, [0.61188811 0.58098592 0.63028169 0.59859155 0.5915493 ],0.59915611814346,0.561181434599156,0.614767932489452,0.649421375085092,0.670886075949367,0.637834036568214,0.645522388059701,0.745689655172414,0.602183670561413,0.611940298507463,0.674897119341564,0.558227780450003,0.640692640692641,0.686340640809443,0.614707482566884
ensemble_model_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66,8, low_bits_6, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.88016529 0.88842975 0.9125     0.875      0.925     ],0.546134663341646,0.603491271820449,0.822532402791625,0.987468671679198,0.981727574750831,0.987541528239203,0.620833333333333,0.760204081632653,0.5508337481334,0.668058455114823,0.796019900497512,0.603009950248756,0.834879406307978,0.900900900900901,0.822843697719567
ensemble_model_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102,6, lab, svdne,966,322,322,0.6,0.2,0.2, [0.91237113 0.87113402 0.92783505 0.90104167 0.921875  ],0.819875776397515,0.816770186335404,0.883850931677019,0.928571428571429,0.942028985507246,0.927536231884058,0.841530054644809,0.933333333333333,0.816985138004246,0.823880597014925,0.896103896103896,0.820075757575757,0.888756692444973,0.93142144638404,0.884027554875188
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102,4, low_bits_6, svdn,666,222,222,0.6,0.2,0.2, [0.5        0.55970149 0.51492537 0.46969697 0.51515152],0.45945945945946,0.509009009009009,0.788288288288288,0.990963855421687,0.987987987987988,0.990990990990991,0.439252336448598,0.398305084745763,0.463575619295958,0.506787330316742,0.466666666666667,0.512745098039216,0.786169244767971,0.756567425569177,0.789229909445071
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66,10, low_bits_3, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.61458333 0.66319444 0.64236111 0.625      0.66083916],0.635394456289979,0.665245202558635,0.800084175084175,0.898269896193772,0.902642559109875,0.897774687065369,0.636942675159236,0.632911392405063,0.635421213443911,0.666666666666667,0.676724137931034,0.6653662883748,0.801005446166736,0.804713804713805,0.800084175084175
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58,12, low_bits_3, svdn,1924,641,641,0.600124766063631,0.199937616968185,0.199937616968185, [0.51036269 0.53108808 0.50260417 0.54427083 0.52604167],0.508849557522124,0.553097345132743,0.531986531986532,0.535123966942149,0.538461538461538,0.532224532224532,0.511013215859031,0.547169811320755,0.511084905660377,0.570212765957447,0.558333333333333,0.552751572327044,0.53628023352794,0.541245791245791,0.531986531986532
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.9296875  0.953125   0.95669291 0.94094488 0.96062992],0.622641509433962,0.575471698113208,0.836003770028275,0.993720565149136,0.993720565149136,0.993720565149136,0.71326164874552,0.865217391304348,0.60013446884805,0.661654135338346,0.858536585365854,0.584519434235438,0.852791878172589,0.940298507462687,0.834911158493248
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.58035714 0.49107143 0.53636364 0.48181818 0.40909091],0.510869565217391,0.46195652173913,0.784164859002169,0.981949458483754,0.981949458483754,0.981949458483754,0.516129032258065,0.5,0.511363636363636,0.427745664739884,0.393617021276596,0.463475177304965,0.782037239868565,0.764453961456103,0.784424782925854
svm_model_N8_B96_E104_nb_zones_6_lab_svd,8,96,104,6, lab, svd,912,304,304,0.6,0.2,0.2, [0.91847826 0.93956044 0.95604396 0.97252747 0.89010989],0.898026315789474,0.891447368421053,0.927631578947368,0.950108459869848,0.960526315789473,0.949561403508772,0.89198606271777,0.907801418439716,0.898685985293478,0.892508143322476,0.88961038961039,0.891471861471861,0.927440633245383,0.936085219707057,0.92773051622544
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdn,4,98,102,4, low_bits_4_shifted_2, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.51818182 0.52727273 0.52727273 0.48181818 0.5       ],0.497267759562841,0.546448087431694,0.808951965065502,1,1,1,0.465116279069768,0.425531914893617,0.499282811379393,0.541436464088398,0.550561797752809,0.546557494621085,0.806201550387597,0.794759825327511,0.808951965065502
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70,10, low_bits_3, svd,1392,464,464,0.6,0.2,0.2, [0.85714286 0.84532374 0.87410072 0.85251799 0.8705036 ],0.803879310344828,0.797413793103448,0.840948275862069,0.868758915834522,0.875,0.867816091954023,0.8,0.758333333333333,0.805505952380952,0.776190476190476,0.730941704035874,0.7949314329308,0.837944664031621,0.823123382226057,0.840932922809841
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104,4, low_bits_3, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.78688525 0.81147541 0.8        0.79166667 0.775     ],0.791044776119403,0.791044776119403,0.804174950298211,0.808149405772496,0.788079470198676,0.812913907284768,0.807339449541284,0.822429906542056,0.788874527739113,0.792079207920792,0.816326530612245,0.791658410937191,0.804757185332012,0.800788954635108,0.804202092548015
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svd,16,42,58, zones, low_bits_4, svd,1862,620,620,0.600257898130239,0.199871050934881,0.199871050934881, [0.79144385 0.77419355 0.77419355 0.76344086 0.77688172],0.64591439688716,0.634241245136187,0.853535353535353,0.913159296750133,0.920515574650913,0.912459720730397,0.678445229681979,0.768,0.649151515151515,0.664285714285714,0.704545454545455,0.632272727272727,0.857377049180328,0.88047138047138,0.853535353535353
svm_model_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70,8, lab, svdn,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.91949153 0.89830508 0.87606838 0.91025641 0.92735043],0.595907928388747,0.565217391304348,0.80879345603272,0.962046204620462,0.993185689948893,0.960817717206133,0.651982378854626,0.747474747474748,0.593944627623384,0.617117117117117,0.698979591836735,0.564874411302983,0.822748815165877,0.884811416921509,0.8085595546146
svm_model_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102,4, low_bits_5, svdne,660,220,220,0.6,0.2,0.2, [0.78787879 0.83333333 0.81818182 0.81060606 0.87121212],0.627272727272727,0.631818181818182,0.754545454545455,0.845151953690304,0.884848484848485,0.837878787878788,0.684615384615385,0.872549019607843,0.643901628447989,0.679841897233202,0.826923076923077,0.641909814323607,0.775747508305648,0.871268656716418,0.757442838996507
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.52459016 0.56557377 0.43442623 0.43442623 0.47540984],0.522167487684729,0.532019704433498,0.798228346456693,0.978723404255319,0.980327868852459,0.978688524590164,0.531400966183575,0.528846153846154,0.521998834498834,0.507772020725389,0.5,0.530952380952381,0.797230464886251,0.794871794871795,0.798221752052793
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63,10, low_bits_2, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.86305732 0.82692308 0.81410256 0.84935897 0.82692308],0.820638820638821,0.751842751842752,0.85016835016835,0.888888888888889,0.93213828425096,0.88348271446863,0.838852097130243,0.85972850678733,0.816961027587213,0.754257907542579,0.833333333333333,0.758295625942685,0.857713828936851,0.903198653198653,0.85016835016835
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdn,40,30,70,8, low_bits_4_shifted_2, svdn,1182,394,394,0.6,0.2,0.2, [0.60504202 0.66101695 0.62288136 0.61016949 0.68220339],0.560913705583756,0.581218274111675,0.647715736040609,0.682142857142857,0.646362098138748,0.698815566835872,0.531165311653117,0.5,0.560606060606061,0.569190600522193,0.579787234042553,0.581155752943607,0.629273504273504,0.604102564102564,0.647277412704548
ensemble_model_v2_N4_B98_E102_nb_zones_6_lab_svdne,4,98,102, zones, lab, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.91489362 0.86170213 0.90322581 0.90860215 0.93010753],0.797427652733119,0.832797427652733,0.895886889460154,0.949298813376483,0.942184154175589,0.949678800856531,0.810810810810811,0.924657534246575,0.80475300954753,0.847953216374269,0.911949685534591,0.830974842767296,0.898876404494382,0.932642487046632,0.896168182298826
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54,12, low_bits_4, svdne,1764,588,588,0.6,0.2,0.2, [0.73446328 0.71468927 0.73579545 0.73579545 0.74431818],0.69281045751634,0.696078431372549,0.753787878787879,0.785560344827586,0.826530612244898,0.77437641723356,0.737430167597765,0.862745098039216,0.69281045751634,0.738028169014085,0.856209150326797,0.696078431372549,0.772284935772674,0.835016835016835,0.753787878787879
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_3_svdne,4,48,52, zones, low_bits_3, svdne,1740,580,580,0.6,0.2,0.2, [0.7816092  0.81896552 0.75287356 0.7816092  0.80747126],0.764150943396226,0.792452830188679,0.841329966329966,0.865142857142857,0.870114942528736,0.864367816091954,0.758842443729904,0.742138364779874,0.764150943396226,0.787096774193548,0.767295597484277,0.792452830188679,0.840995360607339,0.839225589225589,0.841329966329966
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdn,4,98,102, zones, low_bits_4_shifted_2, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.46721311 0.51639344 0.53278689 0.48360656 0.56557377],0.45320197044335,0.482758620689655,0.77263779527559,0.975530179445351,0.980327868852459,0.975409836065574,0.497737556561086,0.561224489795918,0.456802721088435,0.472361809045226,0.465346534653465,0.482673267326733,0.776379477250726,0.795634920634921,0.77281746031746
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104,4, low_bits_3, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.76666667 0.76666667 0.83333333 0.75423729 0.77966102],0.752525252525252,0.777777777777778,0.863911290322581,0.929530201342282,0.929530201342282,0.929530201342282,0.778280542986425,0.934782608695652,0.764561115668581,0.82258064516129,0.902654867256637,0.757209786569495,0.873239436619718,0.924453280318092,0.863044636069066
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,1592,530,530,0.600301659125188,0.199849170437406,0.199849170437406, [0.834375   0.86163522 0.84591195 0.82704403 0.8427673 ],0.75,0.798469387755102,0.855218855218855,0.896466212027278,0.908291457286432,0.895100502512563,0.748717948717949,0.70873786407767,0.752218394404426,0.776203966005666,0.736559139784946,0.795464035911891,0.853989813242784,0.846801346801347,0.855218855218855
ensemble_model_N8_B96_E104_nb_zones_6_lab_svd,8,96,104,6, lab, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.96341463 0.91358025 0.89506173 0.90740741 0.95061728],0.844444444444444,0.885185185185185,0.920118343195266,0.955414012738854,0.923645320197044,0.956896551724138,0.854166666666667,0.904411764705882,0.84399692712906,0.89198606271777,0.907801418439716,0.884133267359393,0.920588235294118,0.916544655929722,0.92015573603661
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58,12, low_bits_5, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.80337079 0.8258427  0.78651685 0.86235955 0.79494382],0.51006711409396,0.5,0.842171717171717,0.954545454545454,0.943820224719101,0.955056179775281,0.621761658031088,0.784313725490196,0.502501690331305,0.616966580976864,0.827586206896552,0.508564345278341,0.85207100591716,0.909090909090909,0.842171717171717
svm_model_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58,12, lab, svdn,1812,604,604,0.6,0.2,0.2, [0.75274725 0.74585635 0.74585635 0.74309392 0.72099448],0.48936170212766,0.51063829787234,0.792929292929293,0.889821615949633,0.93598233995585,0.884105960264901,0.578947368421053,0.717391304347826,0.49411231884058,0.612359550561798,0.756944444444444,0.505283816425121,0.811059907834101,0.888888888888889,0.792929292929293
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102,4, low_bits_5, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.81818182 0.79090909 0.82727273 0.76363636 0.78181818],0.66120218579235,0.672131147540984,0.835152838427948,0.947368421052632,0.949090909090909,0.947272727272727,0.659340659340659,0.681818181818182,0.661961722488038,0.702970297029703,0.747368421052632,0.669138755980861,0.838502673796791,0.85589519650655,0.835152838427948
svm_model_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102,4, low_bits_6, svdne,714,238,238,0.6,0.2,0.2, [0.89583333 0.89583333 0.84507042 0.9084507  0.8943662 ],0.680672268907563,0.722689075630252,0.816806722689076,0.898936170212766,0.946778711484594,0.893557422969188,0.691056910569106,0.745614035087719,0.683290888511602,0.738095238095238,0.801724137931034,0.724632560768796,0.8256,0.879045996592845,0.817632451032741
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdn,26,37,63,10, low_bits_4_shifted_2, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.58219178 0.56164384 0.5862069  0.60689655 0.54827586],0.462039045553145,0.540130151843818,0.735690235690236,0.886332882273342,0.900962861072902,0.884456671251719,0.489711934156379,0.538461538461538,0.465064102564103,0.584313725490196,0.620833333333333,0.536661010558069,0.746160064672595,0.776936026936027,0.735690235690236
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_2_svdne,8,46,54, zones, low_bits_2, svdne,1658,552,552,0.600289645184649,0.199855177407676,0.199855177407676, [0.81626506 0.80120482 0.78915663 0.79518072 0.79090909],0.813370473537604,0.855153203342618,0.853535353535353,0.863609291244788,0.874547647768396,0.861881785283474,0.824146981627297,0.91812865497076,0.818106880676869,0.872549019607843,0.946808510638298,0.850597237775289,0.858995137763371,0.892255892255892,0.853535353535353
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102,4, low_bits_3, svd,504,168,168,0.6,0.2,0.2, [0.74509804 0.7745098  0.81       0.84       0.75      ],0.767857142857143,0.821428571428571,0.788095238095238,0.805008944543828,0.892857142857143,0.783730158730159,0.809756097560975,0.965116279069768,0.763045944412932,0.857142857142857,0.978260869565217,0.804919908466819,0.817248459958932,0.925581395348837,0.784741917186614
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdne,4,98,102,4, low_bits_4_shifted_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.72033898 0.77118644 0.8220339  0.81034483 0.85344828],0.666666666666667,0.712820512820513,0.755122950819672,0.794425087108014,0.778156996587031,0.798634812286689,0.666666666666667,0.730337078651685,0.671772312910748,0.714285714285714,0.707070707070707,0.712910353535354,0.752331606217617,0.754677754677755,0.755116655116655
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svdn,26,37,63, zones, lab, svdn,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.80519481 0.81168831 0.81493506 0.81493506 0.82467532],0.555023923444976,0.557416267942584,0.815656565656566,0.957728706624606,0.985714285714286,0.956493506493506,0.559241706161137,0.57843137254902,0.555570826461426,0.593406593406593,0.630841121495327,0.555616639179036,0.822095857026807,0.851851851851852,0.815656565656566
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.81578947 0.85087719 0.87719298 0.76785714 0.83035714],0.712765957446808,0.75531914893617,0.856687898089172,0.939759036144578,0.964664310954064,0.938162544169611,0.740384615384615,0.83695652173913,0.715353260869565,0.767676767676768,0.826086956521739,0.75679347826087,0.86322188449848,0.91220556745182,0.857155415304857
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70,8, low_bits_4, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.84513274 0.84513274 0.83482143 0.86160714 0.8125    ],0.711229946524064,0.697860962566845,0.845619658119658,0.940140845070423,0.95017793594306,0.939501779359431,0.744075829383886,0.805128205128205,0.707033376307119,0.71536523929471,0.771739130434783,0.699027459954233,0.852173913043478,0.885228480340064,0.845406936195811
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.875      0.85576923 0.84313725 0.79411765 0.76470588],0.713450292397661,0.64327485380117,0.829439252336448,0.931297709923664,0.949416342412451,0.929961089494163,0.746113989637306,0.818181818181818,0.710295728368018,0.666666666666667,0.802631578947369,0.65921052631579,0.837777777777778,0.895486935866983,0.830502088623147
svm_model_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54,12, low_bits_6, svdne,1728,576,576,0.6,0.2,0.2, [0.76878613 0.73121387 0.79479769 0.8150289  0.74709302],0.604938271604938,0.567901234567901,0.774410774410774,0.845086705202312,0.846064814814815,0.844907407407407,0.681592039800995,0.835365853658537,0.602057926829268,0.637305699481865,0.76875,0.570350609756098,0.787132644956315,0.834175084175084,0.774410774410774
svm_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdne,8,46,54,12, low_bits_4_shifted_2, svdne,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.79569892 0.77956989 0.80913978 0.79189189 0.76486486],0.638461538461538,0.6,0.793350168350168,0.829353523587653,0.767241379310345,0.842133620689655,0.656934306569343,0.633802816901409,0.638935306755789,0.584,0.61864406779661,0.601575555025066,0.780901383311022,0.736531986531986,0.793350168350168
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102,4, low_bits_6, svdne,540,180,180,0.6,0.2,0.2, [0.81481481 0.83333333 0.83333333 0.84259259 0.82407407],0.705555555555556,0.733333333333333,0.836666666666667,0.912213740458015,0.885185185185185,0.914814814814815,0.762331838565023,0.965909090909091,0.711215415019763,0.783783783783784,0.97752808988764,0.736016792196567,0.848297213622291,0.919463087248322,0.83721498733277
svm_model_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54,12, low_bits_5, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.73314607 0.73876404 0.72881356 0.73163842 0.74011299],0.53156146179402,0.504983388704319,0.751262626262626,0.835249042145594,0.860202931228861,0.83032694475761,0.574018126888218,0.60126582278481,0.527905638665132,0.517799352750809,0.559440559440559,0.507568380986102,0.760437778678557,0.78956228956229,0.751262626262626
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svd,8,96,104, zones, lab, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.91011236 0.87078652 0.91477273 0.92045455 0.86931818],0.887755102040816,0.874149659863945,0.924592391304348,0.95292766934558,0.938914027149321,0.953619909502262,0.893203883495146,0.958333333333333,0.889166666666667,0.8719723183391,0.926470588235294,0.877792256142964,0.924438393464942,0.940443213296399,0.924888273314866
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104,4, low_bits_2, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.90517241 0.85087719 0.85087719 0.88596491 0.78070175],0.747368421052632,0.842105263157895,0.834033613445378,0.866220735785953,0.905594405594406,0.86013986013986,0.747368421052632,0.797752808988764,0.750361553009233,0.840425531914894,0.849462365591398,0.842256955991575,0.838114754098361,0.873931623931624,0.834693084693085
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102,4, low_bits_3, svd,558,186,186,0.6,0.2,0.2, [0.83035714 0.78571429 0.88392857 0.83928571 0.88181818],0.768817204301075,0.790322580645161,0.839784946236559,0.880570409982175,0.885304659498208,0.879928315412186,0.759776536312849,0.747252747252747,0.768363215731637,0.784530386740332,0.771739130434783,0.790124884366328,0.838219326818675,0.835497835497836,0.839757464757465
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svd,32,34,66, zones, lab, svd,1536,512,512,0.6,0.2,0.2, [0.97077922 0.98376623 0.97727273 0.9869281  0.99019608],0.771428571428571,0.804761904761905,0.924242424242424,0.998697916666667,0.998697916666667,0.998697916666666,0.791304347826087,0.875,0.772405660377358,0.820960698689956,0.886792452830189,0.803973149492017,0.926650366748166,0.957070707070707,0.924242424242424
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdne,4,98,102,4, low_bits_4_shifted_2, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.875      0.796875   0.88095238 0.8968254  0.91269841],0.696682464454976,0.682464454976303,0.84469696969697,0.946341463414634,0.917981072555205,0.94794952681388,0.711711711711712,0.79,0.701306306306306,0.707423580786026,0.757009345794392,0.681389288281812,0.846153846153846,0.860687022900763,0.844817195660908
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104,4, low_bits_3, svdn,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.47272727 0.48181818 0.49074074 0.47222222 0.52777778],0.486187845303867,0.552486187845304,0.716335540838852,0.844859813084112,0.830882352941176,0.847426470588235,0.486187845303867,0.45360824742268,0.488708885616102,0.537142857142857,0.534090909090909,0.551991691104594,0.711560044893378,0.693654266958424,0.716537601185226
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52,12, low_bits_4, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.72375691 0.73756906 0.70277778 0.70277778 0.74722222],0.741258741258741,0.716783216783217,0.791666666666667,0.816216216216216,0.837028824833703,0.811529933481153,0.754966887417219,0.808510638297872,0.742186353631695,0.737864077669903,0.786206896551724,0.715798483736855,0.798862251117432,0.827441077441077,0.791666666666667
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.56551724 0.53448276 0.55208333 0.59027778 0.56944444],0.600858369098712,0.568669527896996,0.803030303030303,0.943632567849687,0.939058171745152,0.943905817174515,0.579185520361991,0.54468085106383,0.601344754536244,0.571428571428571,0.58008658008658,0.568766694298609,0.800681431005111,0.791245791245791,0.803030303030303
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,522,174,174,0.6,0.2,0.2, [0.80188679 0.69230769 0.79807692 0.78846154 0.70192308],0.672413793103448,0.632183908045977,0.82183908045977,0.933333333333333,0.911877394636015,0.934865900383142,0.666666666666667,0.655172413793103,0.672413793103448,0.640449438202247,0.606382978723404,0.634441489361702,0.819557625145518,0.796380090497738,0.822255465809617
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svd,16,42,58,12, low_bits_4_shifted_2, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.84357542 0.84916201 0.86235955 0.86797753 0.8258427 ],0.652027027027027,0.614864864864865,0.890151515151515,0.975084937712344,0.9652466367713,0.975336322869955,0.699708454810495,0.784313725490196,0.647401617989853,0.639240506329114,0.706293706293706,0.617852735499794,0.892371134020618,0.910774410774411,0.890151515151515
svm_model_N4_B98_E102_nb_zones_8_lab_svd,4,98,102,8, lab, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.904      0.916      0.94       0.91532258 0.9516129 ],0.814457831325301,0.804819277108434,0.884874759152216,0.935458167330677,0.942215088282504,0.934991974317817,0.833693304535637,0.919047619047619,0.813182346109175,0.816326530612245,0.923076923076923,0.811538461538461,0.889300602130616,0.933852140077821,0.885342100573262
ensemble_model_v2_N32_B34_E66_nb_zones_8_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.9233871  0.93145161 0.9516129  0.93145161 0.93089431],0.599514563106796,0.669902912621359,0.853540252182347,0.999192897497982,1,0.999192245557351,0.64818763326226,0.716981132075472,0.595990566037736,0.700440528634361,0.742990654205607,0.666949872557349,0.860314523589269,0.889952153110048,0.853039006741848
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svd,32,34,66,10, low_bits_4_shifted_2, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.88175676 0.86824324 0.86148649 0.87162162 0.89115646],0.523385300668152,0.512249443207127,0.810606060606061,0.98844323589395,0.983761840324763,0.988497970230041,0.613718411552347,0.739130434782609,0.517967043875323,0.612389380530973,0.789954337899543,0.518890212428033,0.826254826254826,0.900673400673401,0.810606060606061
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102,6, low_bits_5, svd,772,257,257,0.600311041990669,0.199844479004666,0.199844479004666, [0.80128205 0.81818182 0.78571429 0.77922078 0.76623377],0.642023346303502,0.607003891050584,0.769828926905132,0.863576158940397,0.844559585492228,0.866580310880829,0.671428571428571,0.770491803278688,0.648208864602307,0.632727272727273,0.71900826446281,0.61318060281964,0.774045801526718,0.8060413354531,0.770600576402349
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104,4, low_bits_2, svd,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.85576923 0.75961538 0.73529412 0.76470588 0.83333333],0.7953216374269,0.742690058479532,0.850467289719626,0.908411214953271,0.945525291828794,0.904669260700389,0.804469273743017,0.818181818181818,0.794633077765608,0.744186046511628,0.853333333333333,0.754791666666667,0.855530474040632,0.902380952380952,0.851419833988641
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58,12, low_bits_2, svdn,1794,598,598,0.6,0.2,0.2, [0.55       0.54444444 0.55027933 0.56424581 0.54469274],0.498281786941581,0.529209621993127,0.542508417508418,0.535796766743649,0.517279821627648,0.551839464882943,0.489510489510489,0.476190476190476,0.498511904761905,0.501818181818182,0.479166666666667,0.528698979591837,0.525948539031836,0.507575757575758,0.542508417508418
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_shifted_2_svdne,4,98,102, zones, low_bits_4_shifted_2, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.8        0.82727273 0.8        0.85454545 0.83333333],0.675824175824176,0.730769230769231,0.845394736842105,0.939226519337017,0.930656934306569,0.93978102189781,0.74235807860262,0.858585858585859,0.658208591943532,0.763285024154589,0.840425531914894,0.727030947775629,0.855975485188968,0.897216274089936,0.844113755022496
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70,8, low_bits_6, svdn,1098,366,366,0.6,0.2,0.2, [0.73181818 0.77272727 0.74090909 0.70454545 0.72477064],0.513661202185792,0.560109289617486,0.766666666666667,0.923344947735192,0.965391621129326,0.919854280510018,0.595454545454545,0.715846994535519,0.513661202185792,0.628175519630485,0.71957671957672,0.554703614025648,0.788718456209797,0.865363735070575,0.766015200868621
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,660,220,220,0.6,0.2,0.2, [0.76515152 0.77272727 0.78030303 0.75757576 0.74242424],0.772727272727273,0.781818181818182,0.852727272727273,0.905325443786982,0.927272727272727,0.903030303030303,0.766355140186916,0.71304347826087,0.775569358178054,0.766990291262136,0.738317757009346,0.780663303283434,0.852189781021898,0.846014492753623,0.852751771924257
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.91153846 0.96153846 0.9379845  0.95736434 0.9379845 ],0.524361948955916,0.51508120649652,0.807050092764378,0.998456790123457,1,0.998454404945904,0.577319587628866,0.657276995305164,0.5258862040746,0.565488565488566,0.635514018691589,0.515913691373444,0.816091954022988,0.859404096834264,0.807243638065931
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104,4, low_bits_3, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.43859649 0.53571429 0.55357143 0.42857143 0.45535714],0.513368983957219,0.459893048128342,0.794871794871795,1,1,1,0.491620111731844,0.427184466019418,0.523116042533518,0.448087431693989,0.455555555555556,0.459736540664376,0.792207792207792,0.772151898734177,0.795166858457998
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63,10, low_bits_6, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.60689655 0.59655172 0.61034483 0.55862069 0.60416667],0.530172413793103,0.538793103448276,0.816077441077441,0.996554100620262,0.998618784530387,0.996546961325967,0.540084388185654,0.54468085106383,0.529982346929295,0.559670781893004,0.593886462882096,0.53949642293041,0.818747407714641,0.830808080808081,0.816077441077441
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.86538462 0.86538462 0.84615385 0.91346154 0.83333333],0.75,0.744186046511628,0.849187935034803,0.919324577861163,0.945945945945946,0.916988416988417,0.72258064516129,0.651162790697674,0.75,0.731707317073171,0.705882352941176,0.743745774171738,0.847417840375587,0.83953488372093,0.849165590008613
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58,12, low_bits_6, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.85465116 0.83139535 0.87790698 0.87790698 0.85174419],0.585365853658537,0.621951219512195,0.850589225589225,0.94479953515398,0.945348837209302,0.944767441860465,0.642105263157895,0.772151898734177,0.591958302308265,0.683673469387755,0.788235294117647,0.615636634400596,0.857601283594063,0.89983164983165,0.850589225589226
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66,10, low_bits_4, svdn,1530,510,510,0.6,0.2,0.2, [0.64705882 0.63398693 0.60130719 0.62745098 0.60784314],0.591016548463357,0.640661938534279,0.622895622895623,0.643792888334373,0.674509803921569,0.626797385620915,0.62144420131291,0.679425837320574,0.592049367258418,0.682008368200837,0.761682242990654,0.639214327236954,0.646966115051221,0.691077441077441,0.622895622895623
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102,6, low_bits_6, svd,924,308,308,0.6,0.2,0.2, [0.83333333 0.8172043  0.83695652 0.82065217 0.80434783],0.766233766233766,0.75974025974026,0.837012987012987,0.888416578108395,0.904761904761905,0.886363636363636,0.777777777777778,0.79746835443038,0.765400843881857,0.786127167630058,0.84472049689441,0.755693581780538,0.844196151458721,0.87067861715749,0.836525079329733
ensemble_model_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70,8, lab, svdn,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.86016949 0.90254237 0.89316239 0.86324786 0.8974359 ],0.601023017902813,0.59079283887468,0.826687116564417,0.980753138075314,0.998296422487223,0.980408858603066,0.675,0.818181818181818,0.598210080075365,0.665271966527197,0.779411764705882,0.582219251336898,0.842545285647933,0.917087967644085,0.825658771826179
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102,6, low_bits_5, svd,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.85882353 0.76470588 0.73214286 0.79761905 0.78571429],0.697508896797153,0.637010676156584,0.826458036984353,0.931736526946108,0.921800947867299,0.932464454976303,0.713804713804714,0.762589928057554,0.698196372479481,0.662251655629139,0.684931506849315,0.63505834601725,0.829846582984658,0.841584158415841,0.826371478349552
ensemble_model_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52,12, low_bits_2, svdne,1788,596,596,0.6,0.2,0.2, [0.79050279 0.83240223 0.81564246 0.79608939 0.81741573],0.816326530612245,0.795918367346939,0.846801346801347,0.865010799136069,0.895973154362416,0.860178970917226,0.822368421052632,0.868055555555556,0.817361111111111,0.793103448275862,0.766666666666667,0.796527777777778,0.851185609157809,0.876262626262626,0.846801346801347
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1440,480,480,0.6,0.2,0.2, [0.8125     0.80902778 0.79166667 0.83680556 0.81944444],0.786324786324786,0.801282051282051,0.853114478114478,0.89544235924933,0.927777777777778,0.891666666666667,0.789915966386555,0.817391304347826,0.786846912678115,0.815109343936382,0.861344537815126,0.800237486298867,0.858761634965601,0.893097643097643,0.853114478114478
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svd,4,98,102,6, low_bits_4_shifted_2, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.84615385 0.85714286 0.82222222 0.86111111 0.86666667],0.707641196013289,0.700996677740864,0.826029216467463,0.907692307692308,0.913716814159292,0.907079646017699,0.708609271523179,0.713333333333333,0.70766004415011,0.722222222222222,0.73125,0.698958333333333,0.829427083333333,0.835958005249344,0.825909110151554
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70,10, low_bits_2, svd,1512,504,504,0.6,0.2,0.2, [0.8125     0.85099338 0.86754967 0.82450331 0.86092715],0.798611111111111,0.784722222222222,0.838383838383838,0.8725,0.923280423280423,0.865079365079365,0.801822323462415,0.8,0.798584905660377,0.788154897494305,0.816037735849057,0.785291595197256,0.845036319612591,0.881313131313131,0.838383838383838
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102,4, low_bits_3, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.43442623 0.54918033 0.48360656 0.40983607 0.45      ],0.524752475247525,0.514851485148515,0.521739130434783,0.369565217391304,0.279605263157895,0.523026315789474,0.283582089552239,0.191919191919192,0.518289693046975,0.449438202247191,0.377358490566038,0.522012578616352,0.373056994818653,0.282907662082515,0.523163572591953
svm_model_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104,6, lab, svdn,990,330,330,0.6,0.2,0.2, [0.51010101 0.5        0.52525253 0.55050505 0.57575758],0.536363636363636,0.496969696969697,0.533939393939394,0.537037037037037,0.527272727272727,0.545454545454546,0.520376175548589,0.485380116959064,0.538287542756262,0.467948717948718,0.464968152866242,0.495489856779942,0.520274485339987,0.506682867557716,0.533873477309692
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.49166667 0.55       0.525      0.54237288 0.58474576],0.535353535353535,0.454545454545455,0.792338709677419,0.989864864864865,0.983221476510067,0.98993288590604,0.566037735849057,0.566037735849057,0.533018867924528,0.454545454545455,0.441176470588235,0.454963235294118,0.794411177644711,0.786561264822134,0.792457587143577
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104,4, low_bits_2, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.51754386 0.5625     0.59821429 0.47321429 0.5       ],0.475935828877005,0.529411764705882,0.68482905982906,0.805704099821747,0.804270462633452,0.806049822064057,0.478723404255319,0.489130434782609,0.476144164759725,0.5,0.511627906976744,0.528091181211144,0.681081081081081,0.686274509803922,0.684856332470095
ensemble_model_N4_B98_E102_nb_zones_8_lab_svd,4,98,102,8, lab, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.87053571 0.92410714 0.86607143 0.92857143 0.84375   ],0.828418230563003,0.844504021447721,0.889603429796356,0.9245960502693,0.919642857142857,0.925,0.849056603773585,0.942408376963351,0.82559979287728,0.856435643564356,0.940217391304348,0.845770071313549,0.893923789907312,0.928342245989305,0.889520209997875
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66,10, low_bits_5, svd,1548,516,516,0.6,0.2,0.2, [0.88709677 0.84193548 0.87741935 0.87741935 0.85064935],0.647342995169082,0.567632850241546,0.859848484848485,0.994818652849741,0.992248062015504,0.994832041343669,0.705645161290323,0.853658536585366,0.649317306570195,0.649706457925636,0.794258373205742,0.5654218695297,0.869462955703646,0.933501683501684,0.859848484848485
svm_model_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63,10, lab, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.99295775 0.96830986 0.9822695  0.9929078  0.9787234 ],0.736730360934183,0.757961783439491,0.892614601018676,0.989444053483462,0.994342291371994,0.989391796322489,0.784722222222222,0.922448979591837,0.728923604840166,0.785714285714286,0.937219730941704,0.766996962245046,0.89996045867932,0.968510638297872,0.892807393662061
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.82894737 0.85964912 0.85087719 0.81578947 0.84513274],0.722955145118733,0.759894459102902,0.880801687763713,0.973821989528796,0.98066783831283,0.973637961335677,0.738154613466334,0.787234042553192,0.723459953213768,0.770780856423174,0.840659340659341,0.7629692642383,0.883744855967078,0.914802981895634,0.881121449150534
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdn,40,30,70,8, low_bits_4_shifted_2, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.6375     0.69166667 0.67083333 0.66386555 0.67226891],0.547738693467337,0.555276381909548,0.809236947791165,0.981069958847736,0.996655518394649,0.980769230769231,0.587155963302752,0.653061224489796,0.549302889472621,0.605790645879733,0.663414634146341,0.551914570959181,0.819047619047619,0.860860860860861,0.80908098430757
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102,6, low_bits_6, svd,798,266,266,0.6,0.2,0.2, [0.79375    0.85       0.79375    0.89375    0.81012658],0.725563909774436,0.695488721804511,0.855639097744361,0.952020202020202,0.944862155388471,0.952380952380952,0.750853242320819,0.769230769230769,0.722013758599124,0.696629213483146,0.781512605042017,0.703681472589036,0.857988165680473,0.877458396369138,0.855769556928964
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svd,4,98,102,6, low_bits_4_shifted_2, svd,724,241,241,0.600331674958541,0.19983416252073,0.19983416252073, [0.78767123 0.78082192 0.77083333 0.875      0.8125    ],0.701244813278008,0.651452282157676,0.842454394693201,0.954054054054054,0.975138121546961,0.953038674033149,0.709677419354839,0.692913385826772,0.701719850808123,0.634782608695652,0.695238095238095,0.656442577030812,0.844006568144499,0.865319865319865,0.842790651614181
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104,4, low_bits_2, svdn,504,168,168,0.6,0.2,0.2, [0.52941176 0.49019608 0.57       0.56       0.52      ],0.470238095238095,0.619047619047619,0.817857142857143,1,1,1,0.43312101910828,0.430379746835443,0.467998862181767,0.636363636363636,0.608695652173913,0.620137299771167,0.817204301075269,0.808510638297872,0.817924383897138
svm_model_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104,4, low_bits_3, svdne,698,232,232,0.600688468158348,0.199655765920826,0.199655765920826, [0.79285714 0.82142857 0.82857143 0.83571429 0.84057971],0.810344827586207,0.745689655172414,0.806368330464716,0.808777429467085,0.739255014326648,0.825214899713467,0.805309734513274,0.798245614035088,0.810139756170086,0.730593607305936,0.769230769230769,0.747896634615385,0.792243767313019,0.756613756613757,0.805197634609399
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63,10, low_bits_5, svdn,1494,498,498,0.6,0.2,0.2, [0.60333333 0.57666667 0.59060403 0.53355705 0.55704698],0.560090702947846,0.578231292517007,0.837962962962963,0.996651038178165,0.995983935742972,0.99665327978581,0.58008658008658,0.600896860986547,0.559622742419879,0.610878661087866,0.669724770642202,0.579257004155182,0.841759145088368,0.861952861952862,0.837962962962963
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,858,286,286,0.6,0.2,0.2, [0.76744186 0.73837209 0.77325581 0.76162791 0.69411765],0.678321678321678,0.702797202797203,0.831468531468532,0.924705882352941,0.916083916083916,0.925407925407925,0.716049382716049,0.748387096774194,0.671903472051219,0.707903780068729,0.725352112676056,0.702953834115806,0.835494880546075,0.84297520661157,0.831288739669421
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102,4, low_bits_3, svdn,690,230,230,0.6,0.2,0.2, [0.50724638 0.47826087 0.51449275 0.47826087 0.51449275],0.473913043478261,0.534782608695652,0.801739130434783,1,1,1,0.471615720524018,0.425196850393701,0.479588716458986,0.524444444444444,0.531531531531532,0.534673328790976,0.800699300699301,0.785591766723842,0.801966959199664
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70,10, low_bits_3, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.84353741 0.81292517 0.85714286 0.85034014 0.84931507],0.872246696035242,0.828193832599119,0.882154882154882,0.903614457831325,0.919618528610354,0.901907356948229,0.876595744680851,0.923766816143498,0.87313881932716,0.838174273858921,0.874458874458875,0.827363966377419,0.885527391659853,0.911616161616161,0.882154882154882
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,1446,482,482,0.6,0.2,0.2, [0.56206897 0.59655172 0.66551724 0.61458333 0.63888889],0.625806451612903,0.627956989247312,0.826599326599327,0.954954954954955,0.952973720608575,0.955048409405256,0.644897959183673,0.658333333333333,0.624722222222222,0.612975391498881,0.608888888888889,0.627361111111111,0.826890756302521,0.828282828282828,0.826599326599327
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66,10, low_bits_2, svdn,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.60784314 0.58223684 0.53289474 0.55921053 0.50986842],0.597189695550351,0.590163934426229,0.853114478114478,0.998687664041995,1,0.998685939553219,0.59047619047619,0.563636363636364,0.598243302591129,0.584323040380047,0.594202898550725,0.590283267457181,0.852431289640592,0.848484848484848,0.853114478114478
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54,12, low_bits_4, svdne,1716,572,572,0.6,0.2,0.2, [0.72674419 0.70639535 0.70639535 0.71345029 0.75146199],0.790909090909091,0.787878787878788,0.828703703703704,0.850945494994438,0.891608391608392,0.843822843822844,0.783699059561129,0.757575757575758,0.790909090909091,0.787878787878788,0.787878787878788,0.787878787878788,0.8336738863915,0.858585858585859,0.828703703703704
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svd,4,98,102, zones, lab, svd,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.93636364 0.93181818 0.93577982 0.91743119 0.96330275],0.824175824175824,0.802197802197802,0.911086717892426,0.976406533575318,0.983546617915905,0.976234003656307,0.835897435897436,0.915730337078652,0.826144738431799,0.817258883248731,0.875,0.801388888888889,0.914103923647932,0.948294829482948,0.911168225256261
ensemble_model_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104,6, lab, svdn,870,290,290,0.6,0.2,0.2, [0.50574713 0.55747126 0.54022989 0.53448276 0.54597701],0.537931034482759,0.558620689655172,0.819310344827586,1,1,1,0.541095890410959,0.560283687943262,0.538531105716598,0.536231884057971,0.564885496183206,0.559172307840031,0.817802503477052,0.831683168316832,0.819610090214943
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104,4, low_bits_3, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.81343284 0.76865672 0.73484848 0.81060606 0.78787879],0.83710407239819,0.782805429864253,0.836347197106691,0.860832137733142,0.903614457831325,0.853915662650602,0.837837837837838,0.93,0.845165289256198,0.804878048780488,0.860869565217391,0.779491386382281,0.844635193133047,0.89945155393053,0.837024524729129
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.57272727 0.51818182 0.50925926 0.42592593 0.62962963],0.480662983425414,0.524861878453039,0.786975717439294,0.976406533575318,0.988970588235294,0.976102941176471,0.494623655913979,0.48936170212766,0.480313034971876,0.51685393258427,0.505494505494506,0.524969474969475,0.789071038251366,0.789934354485777,0.786949359870951
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.45       0.55       0.48       0.48979592 0.54081633],0.478787878787879,0.521212121212121,0.76634382566586,0.94331983805668,0.939516129032258,0.943548387096774,0.469135802469136,0.493506493506493,0.479707792207792,0.509316770186335,0.5,0.521084337349398,0.763769889840881,0.766584766584767,0.766347275893815
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63,10, low_bits_4, svdne,1380,460,460,0.6,0.2,0.2, [0.76449275 0.80072464 0.80072464 0.77536232 0.75      ],0.68695652173913,0.7,0.805217391304348,0.883263009845288,0.910144927536232,0.879710144927536,0.709677419354839,0.752136752136752,0.685802889342712,0.714876033057851,0.758771929824561,0.700506654567453,0.813488759367194,0.848090277777778,0.805142699864499
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.78977273 0.77840909 0.78977273 0.84659091 0.86206897],0.705479452054795,0.729452054794521,0.849521203830369,0.935370152761457,0.906605922551253,0.937357630979499,0.701388888888889,0.737226277372263,0.707322816105486,0.72280701754386,0.725352112676056,0.729342723004695,0.845505617977528,0.838440111420613,0.849327582592027
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svd,4,98,102, zones, low_bits_4_shifted_2, svd,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.85119048 0.79166667 0.76190476 0.8373494  0.78915663],0.676258992805755,0.697841726618705,0.834051724137931,0.929192546583851,0.894736842105263,0.931818181818182,0.723926380368098,0.874074074074074,0.681792281792282,0.75,0.857142857142857,0.688113413304253,0.842535787321063,0.882857142857143,0.833769611890999
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58,12, low_bits_5, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.84857143 0.82285714 0.79885057 0.82183908 0.81321839],0.613924050632911,0.566455696202532,0.888888888888889,0.997128087306146,0.995412844036697,0.997133027522936,0.690355329949239,0.839506172839506,0.608064774731441,0.642297650130548,0.798701298701299,0.572190155523489,0.89515488482923,0.948653198653198,0.888888888888889
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.90384615 0.89215686 0.87254902 0.88235294 0.90196078],0.770588235294118,0.752941176470588,0.865023474178404,0.93560606060606,0.96484375,0.93359375,0.75776397515528,0.753086419753086,0.769801636842835,0.752941176470588,0.771084337349398,0.753358260628722,0.866123399301513,0.885714285714286,0.865310846560847
svm_model_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104,4, low_bits_2, svdne,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.86111111 0.87037037 0.87962963 0.84259259 0.9245283 ],0.815642458100559,0.821229050279329,0.853794642857143,0.874045801526718,0.851301115241636,0.87732342007435,0.823529411764706,0.855555555555556,0.81541822721598,0.820224719101124,0.858823529411765,0.823028785982478,0.852643419572553,0.853603603603604,0.85379295224428
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58,12, low_bits_3, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.49709302 0.5377907  0.5494186  0.51453488 0.52046784],0.513677811550152,0.486322188449848,0.861531986531987,1,1,1,0.523809523809524,0.536585365853659,0.513747228381375,0.504398826979472,0.521212121212121,0.486215816703622,0.862630480167015,0.869528619528619,0.861531986531987
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54,12, low_bits_6, svdne,1752,584,584,0.6,0.2,0.2, [0.80397727 0.78857143 0.80285714 0.78       0.80285714],0.657051282051282,0.663461538461538,0.886363636363636,0.96662830840046,0.958904109589041,0.96689497716895,0.664576802507837,0.63855421686747,0.658318204324146,0.651162790697674,0.671232876712329,0.663929691368213,0.885496183206107,0.878787878787879,0.886363636363636
svm_model_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102,4, low_bits_3, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.75438596 0.71929825 0.79824561 0.75438596 0.77678571],0.798941798941799,0.751322751322751,0.766384778012685,0.76140350877193,0.764084507042254,0.76056338028169,0.8,0.775510204081633,0.799843014128728,0.756476683937824,0.768421052631579,0.751231802911534,0.76810073452256,0.767295597484277,0.766377009829558
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63,12, low_bits_3, svd,1734,578,578,0.6,0.2,0.2, [0.79310345 0.79885057 0.83236994 0.76300578 0.84393064],0.881619937694704,0.862928348909657,0.836700336700337,0.832236842105263,0.875432525951557,0.823529411764706,0.887573964497041,0.925925925925926,0.881201956673655,0.871345029239766,0.937106918238994,0.863615187514558,0.845047923322684,0.890572390572391,0.836700336700337
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54,12, low_bits_5, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.70454545 0.74147727 0.69714286 0.72571429 0.73428571],0.62379421221865,0.569131832797428,0.86489898989899,0.960407239819005,0.968072976054732,0.960091220068415,0.642201834862385,0.686274509803922,0.624782824522214,0.596385542168675,0.626582278481013,0.56819310002482,0.867737948084054,0.886363636363636,0.86489898989899
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102,6, low_bits_5, svdn,876,292,292,0.6,0.2,0.2, [0.48863636 0.50568182 0.53409091 0.51149425 0.50574713],0.462328767123288,0.469178082191781,0.500684931506849,0.423236514522822,0.349315068493151,0.523972602739726,0.314410480349345,0.257142857142857,0.454229323308271,0.377510040160643,0.29746835443038,0.484555072737578,0.39300582847627,0.320652173913043,0.502176915685803
ensemble_model_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdne,8,46,54,12, low_bits_4_shifted_2, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.8        0.81351351 0.82162162 0.8        0.83243243],0.566539923954373,0.52851711026616,0.872053872053872,0.963736263736264,0.948108108108108,0.964324324324324,0.60958904109589,0.674242424242424,0.566128845708998,0.557142857142857,0.595419847328244,0.528770529724728,0.872909698996656,0.878787878787879,0.872053872053872
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svdn,40,30,70, zones, lab, svdn,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.9254386  0.93859649 0.88596491 0.92477876 0.89823009],0.619047619047619,0.632275132275132,0.834038054968288,0.973298880275624,0.994718309859155,0.972711267605634,0.660377358490566,0.790960451977401,0.629311071759845,0.699784017278618,0.805970149253731,0.620499198920651,0.8466796875,0.916490486257928,0.834038054968288
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70,8, low_bits_5, svdn,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.60619469 0.63716814 0.58849558 0.63274336 0.61061947],0.63031914893617,0.61968085106383,0.645058448459086,0.672881355932203,0.702654867256637,0.658407079646018,0.646310432569975,0.686486486486486,0.631201358426489,0.650366748166259,0.685567010309278,0.617508779879914,0.662966700302724,0.695974576271186,0.644895603700625
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdn,26,37,63,10, low_bits_4_shifted_2, svdn,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.54761905 0.55479452 0.54109589 0.53767123 0.51369863],0.525164113785558,0.557986870897155,0.822811447811448,0.998630136986301,0.997264021887825,0.998632010943912,0.56686626746507,0.620087336244541,0.524955948824025,0.582644628099173,0.618421052631579,0.558118823259021,0.827811860940695,0.851851851851852,0.822811447811448
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svdn,8,96,104, zones, lab, svdn,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.55882353 0.52205882 0.54411765 0.47058824 0.59558824],0.508849557522124,0.486725663716814,0.787102473498233,0.97953216374269,0.985294117647059,0.979411764705882,0.506666666666667,0.532710280373832,0.510052619178513,0.472727272727273,0.477064220183486,0.486395357954991,0.786536758193091,0.798561151079137,0.787301408872902
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104,4, low_bits_2, svdne,594,198,198,0.6,0.2,0.2, [0.83333333 0.90833333 0.86440678 0.87288136 0.84745763],0.777777777777778,0.762626262626263,0.860606060606061,0.925515055467512,0.983164983164983,0.920875420875421,0.794392523364486,0.833333333333333,0.776041666666667,0.781395348837209,0.815533980582524,0.760398569238631,0.869811320754717,0.918326693227092,0.859778100711906
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66,10, low_bits_6, svd,1464,488,488,0.6,0.2,0.2, [0.89115646 0.8707483  0.91780822 0.89041096 0.86643836],0.618421052631579,0.596491228070175,0.847643097643097,0.997271487039563,0.998633879781421,0.997267759562842,0.682481751824817,0.823788546255507,0.619317853913779,0.674911660777385,0.834061135371179,0.595444664601889,0.85968992248062,0.933501683501684,0.847643097643097
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70,8, low_bits_6, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.73553719 0.66528926 0.6625     0.64583333 0.66666667],0.511221945137157,0.571072319201995,0.799601196410768,0.972267536704731,0.990033222591362,0.971760797342193,0.51,0.507462686567164,0.511231343283582,0.601851851851852,0.634146341463415,0.56962419113987,0.80466472303207,0.821428571428571,0.799491840824506
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102,4, low_bits_3, svdne,698,232,232,0.600688468158348,0.199655765920826,0.199655765920826, [0.77142857 0.85       0.84285714 0.82857143 0.85507246],0.806034482758621,0.771551724137931,0.835628227194492,0.863033873343152,0.839541547277937,0.86676217765043,0.816326530612245,0.819672131147541,0.805290611028316,0.774468085106383,0.827272727272727,0.774292101341282,0.835202761000863,0.833046471600688,0.835628227194492
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svd,32,34,66,10, low_bits_4_shifted_2, svd,1494,498,498,0.6,0.2,0.2, [0.88666667 0.92666667 0.92281879 0.87919463 0.88255034],0.643990929705215,0.585034013605442,0.856481481481482,0.999330207635633,0.998661311914324,0.999330655957162,0.707635009310987,0.863636363636364,0.6444878650761,0.656660412757974,0.791855203619909,0.584563965446318,0.866952789699571,0.935185185185185,0.856481481481481
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104,6, low_bits_3, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.82222222 0.86111111 0.81666667 0.80337079 0.80898876],0.818791946308725,0.791946308724832,0.814343163538874,0.823658269441402,0.839285714285714,0.8203125,0.825806451612903,0.790123456790123,0.821532316630356,0.773722627737226,0.741258741258741,0.789984209339048,0.814963259853039,0.810092961487384,0.814383422556953
svm_model_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66,10, lab, svdn,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.81818182 0.86688312 0.8538961  0.83766234 0.85714286],0.519138755980861,0.464114832535885,0.773989898989899,0.931540342298288,0.98961038961039,0.927272727272727,0.642984014209591,0.85781990521327,0.515866474345765,0.594202898550725,0.792270531400966,0.467225313093848,0.804798255179935,0.931818181818182,0.773989898989899
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svd,16,42,58,12, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.79261364 0.80113636 0.80965909 0.8125     0.77272727],0.688311688311688,0.675324675324675,0.900252525252525,0.97631426920855,0.960227272727273,0.976704545454545,0.727272727272727,0.831168831168831,0.688311688311688,0.726775956284153,0.863636363636364,0.675324675324675,0.903225806451613,0.930976430976431,0.900252525252525
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58,12, low_bits_4, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.58563536 0.53314917 0.51666667 0.48055556 0.56111111],0.538461538461538,0.531468531468531,0.542087542087542,0.56183368869936,0.584257206208426,0.544345898004435,0.565789473684211,0.581081081081081,0.536917352134743,0.534722222222222,0.557971014492754,0.532363885624755,0.559157212317666,0.580808080808081,0.542087542087542
ensemble_model_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58,12, lab, svdn,1806,602,602,0.6,0.2,0.2, [0.75966851 0.78176796 0.75138122 0.76388889 0.78611111],0.564912280701754,0.568421052631579,0.867845117845118,0.963646228974498,0.983388704318937,0.962901439645626,0.637426900584795,0.746575342465753,0.560338030945107,0.630630630630631,0.755395683453237,0.572903321178673,0.875297855440826,0.927609427609428,0.867845117845118
ensemble_model_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63,10, lab, svdne,1554,518,518,0.6,0.2,0.2, [0.99358974 0.98717949 0.99677419 0.99354839 0.98709677],0.766423357664234,0.802919708029197,0.9246632996633,0.998711340206186,0.997425997425998,0.998712998712999,0.775700934579439,0.775700934579439,0.766023056122207,0.800982800982801,0.82741116751269,0.803892499644196,0.92501047339757,0.929292929292929,0.9246632996633
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.81355932 0.83050847 0.79661017 0.81896552 0.81896552],0.8,0.81025641025641,0.851434426229508,0.883642495784148,0.89419795221843,0.882252559726962,0.809756097560975,0.882978723404255,0.802875500315989,0.83982683982684,0.898148148148148,0.799648786717752,0.859086491739553,0.892929292929293,0.850830550830551
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102,6, low_bits_6, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.51630435 0.52173913 0.52173913 0.57608696 0.52173913],0.457516339869281,0.470588235294118,0.528067885117493,0.509316770186335,0.445652173913043,0.570652173913043,0.341269841269841,0.272151898734177,0.463778652069791,0.386363636363636,0.337748344370861,0.46887417218543,0.452687358062074,0.388816644993498,0.528615399823092
svm_model_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104,6, lab, svdne,786,262,262,0.6,0.2,0.2, [0.93037975 0.93037975 0.92405063 0.91666667 0.94871795],0.870229007633588,0.877862595419847,0.919847328244275,0.951552795031056,0.974554707379135,0.950381679389313,0.862903225806452,0.877049180327869,0.870667447306792,0.877862595419847,0.905511811023622,0.878681831437737,0.920152091254753,0.942367601246106,0.920285597030239
svm_model_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102,8, lab, svdn,1194,398,398,0.6,0.2,0.2, [0.48333333 0.50416667 0.49159664 0.49159664 0.51680672],0.517587939698492,0.515075376884422,0.520603015075377,0.591529073941134,0.690117252931323,0.523450586264657,0.6,0.712871287128713,0.514598908870479,0.581344902386117,0.690721649484536,0.519380432585405,0.591259640102828,0.694864048338369,0.520952585854239
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.82142857 0.77678571 0.83636364 0.84545455 0.76363636],0.722826086956522,0.766304347826087,0.841648590021692,0.910958904109589,0.96028880866426,0.906137184115524,0.748768472906404,0.808510638297872,0.720921985815603,0.78391959798995,0.838709677419355,0.765508684863524,0.851926977687627,0.905172413793103,0.841232495106159
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdn,4,98,102,6, low_bits_4_shifted_2, svdn,936,312,312,0.6,0.2,0.2, [0.54255319 0.51595745 0.47340426 0.52150538 0.51075269],0.512820512820513,0.506410256410256,0.600641025641026,0.677517802644964,0.711538461538462,0.661324786324786,0.560693641618497,0.563953488372093,0.506976744186046,0.509554140127389,0.575539568345324,0.513203310184222,0.620815581253804,0.654685494223363,0.600710224704511
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102,6, low_bits_5, svdn,834,278,278,0.6,0.2,0.2, [0.50595238 0.48809524 0.51204819 0.58433735 0.53012048],0.517985611510791,0.507194244604317,0.80431654676259,0.998802395209581,1,0.998800959232614,0.54421768707483,0.54421768707483,0.51638365269772,0.498168498168498,0.511278195488722,0.507363235675395,0.805991440798859,0.810616929698709,0.804298363839253
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdn,40,30,70, zones, low_bits_4_shifted_2, svdn,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.6754386  0.64473684 0.64912281 0.65929204 0.69026549],0.531746031746032,0.534391534391534,0.78276955602537,0.949122807017544,0.952464788732394,0.948943661971831,0.474777448071217,0.434782608695652,0.529246974450919,0.494252873563218,0.455026455026455,0.534391534391534,0.774794520547945,0.751328374070138,0.782604250126552
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svd,16,42,58, zones, low_bits_6, svd,1800,600,600,0.6,0.2,0.2, [0.85       0.84444444 0.81388889 0.84722222 0.84722222],0.767361111111111,0.708333333333333,0.906565656565657,0.960445682451254,0.957777777777778,0.960555555555556,0.793846153846154,0.826923076923077,0.761946386946387,0.716216216216216,0.803030303030303,0.715617715617716,0.908112582781457,0.923400673400673,0.906565656565657
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.57191781 0.60273973 0.54109589 0.59589041 0.5890411 ],0.51528384279476,0.526200873362445,0.800084175084175,0.975409836065574,0.978082191780822,0.975342465753425,0.533613445378151,0.561946902654867,0.515887244430882,0.575342465753425,0.633620689655172,0.524774946597498,0.806201550387597,0.831649831649832,0.800084175084175
ensemble_model_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104,6, lab, svdne,870,290,290,0.6,0.2,0.2, [0.91954023 0.8908046  0.92528736 0.90229885 0.90229885],0.848275862068965,0.820689655172414,0.897241379310345,0.936067551266586,0.891954022988506,0.939080459770115,0.856209150326797,0.929078014184397,0.850445047360655,0.841463414634146,0.971830985915493,0.823753330795584,0.898154477101846,0.915041782729805,0.897411601747416
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104,6, low_bits_3, svd,906,302,302,0.6,0.2,0.2, [0.72527473 0.65384615 0.75824176 0.75       0.73888889],0.764900662251656,0.731788079470199,0.875496688741722,0.960352422907489,0.962472406181016,0.960264900662252,0.782874617737003,0.870748299319728,0.767632214175993,0.75820895522388,0.863945578231292,0.735198595567259,0.880254777070064,0.925033467202142,0.876016078293076
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_4_svdne,4,48,52, zones, low_bits_4, svdne,1836,612,612,0.6,0.2,0.2, [0.75543478 0.74184783 0.73641304 0.73497268 0.75409836],0.62962962962963,0.648148148148148,0.803030303030303,0.851226158038147,0.850762527233115,0.851307189542484,0.626865671641791,0.651162790697674,0.630545934355929,0.657039711191336,0.645390070921986,0.64827643080983,0.803361344537815,0.804713804713805,0.803030303030303
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104,6, low_bits_2, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.86021505 0.86956522 0.86413043 0.85326087 0.88586957],0.801302931596091,0.765472312703583,0.833984375,0.876016260162602,0.934924078091106,0.86767895878525,0.785964912280702,0.72258064516129,0.802079796264856,0.709677419354839,0.619718309859155,0.755313700384123,0.831905075807515,0.83245382585752,0.833964702131845
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70,10, low_bits_2, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.77054795 0.83219178 0.81506849 0.78082192 0.79794521],0.868995633187773,0.847161572052402,0.868265993265993,0.880157170923379,0.920547945205479,0.874657534246575,0.870689655172414,0.859574468085106,0.869249117450625,0.839449541284404,0.820627802690583,0.846484114111249,0.871034198599094,0.88973063973064,0.868265993265993
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102,6, low_bits_3, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.83529412 0.85294118 0.85882353 0.88823529 0.86309524],0.812056737588653,0.794326241134752,0.838526912181303,0.872131147540983,0.941037735849057,0.862028301886792,0.802973977695167,0.824427480916031,0.812875992113644,0.792857142857143,0.770833333333333,0.794836956521739,0.844262295081967,0.88412017167382,0.838974531839715
svm_model_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66,10, low_bits_3, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.85294118 0.85526316 0.85855263 0.87828947 0.82565789],0.807962529274005,0.824355971896956,0.844276094276094,0.864589955499046,0.893561103810775,0.860052562417871,0.817777777777778,0.855813953488372,0.807623957876261,0.838012958963283,0.915094339622642,0.824989030276437,0.851166532582462,0.890572390572391,0.844276094276094
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102,6, low_bits_6, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.46629213 0.52808989 0.4494382  0.48314607 0.48876404],0.564189189189189,0.462837837837838,0.805668016194332,1,1,1,0.585209003215434,0.619047619047619,0.564557366570789,0.482084690553746,0.471337579617834,0.462287494844888,0.809018567639257,0.814419225634179,0.805572505040827
svm_model_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70,8, lab, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [1.         1.         0.99586777 1.         1.        ],0.69727047146402,0.67741935483871,0.875,1,1,1,0.756,0.91304347826087,0.691215616681455,0.726890756302521,0.920212765957447,0.692664522513607,0.884720951509607,0.967,0.875724409448819
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70,10, low_bits_4, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.79225352 0.81690141 0.80496454 0.83333333 0.78014184],0.668789808917197,0.694267515923567,0.843378607809847,0.95191637630662,0.966053748231966,0.951202263083451,0.711111111111111,0.796680497925311,0.665731553310482,0.702479338842975,0.752212389380531,0.696514357955572,0.849938999593331,0.890119250425894,0.843536782573353
ensemble_model_v2_N4_B48_E52_nb_zones_12_low_bits_2_svdne,4,48,52, zones, low_bits_2, svdne,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.74709302 0.77034884 0.79651163 0.80232558 0.80813953],0.88109756097561,0.856707317073171,0.851430976430976,0.849915682967959,0.87906976744186,0.844767441860465,0.878504672897196,0.892405063291139,0.881496649292628,0.863768115942029,0.876470588235294,0.855956813104989,0.855623721881391,0.88047138047138,0.851430976430976
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58,12, low_bits_2, svdn,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.51156069 0.5433526  0.55491329 0.48255814 0.5377907 ],0.501538461538461,0.526153846153846,0.867003367003367,1,1,1,0.496894409937888,0.484848484848485,0.501799242424242,0.509554140127389,0.5,0.525757575757576,0.866215071972904,0.861111111111111,0.867003367003367
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66,10, low_bits_5, svd,1566,522,522,0.6,0.2,0.2, [0.88853503 0.88216561 0.86942675 0.85576923 0.87820513],0.612345679012346,0.612345679012346,0.864478114478115,0.994871794871795,0.991060025542784,0.994891443167305,0.651884700665189,0.703349282296651,0.609327702372815,0.639080459770115,0.709183673469388,0.615357386973928,0.868356500408831,0.893939393939394,0.864478114478115
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.46022727 0.51724138 0.47126437 0.44827586 0.50574713],0.520689655172414,0.468965517241379,0.792011019283746,0.989737742303307,0.995412844036697,0.989678899082569,0.505338078291815,0.47972972972973,0.521555005709935,0.442028985507246,0.417808219178082,0.469320776255708,0.789400278940028,0.775342465753425,0.792103365840701
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102,4, low_bits_4, svd,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.75384615 0.72307692 0.7        0.68461538 0.73846154],0.782407407407407,0.685185185185185,0.763401109057301,0.771474878444084,0.732307692307692,0.783076923076923,0.783410138248848,0.745614035087719,0.784571723426213,0.682242990654206,0.629310344827586,0.689655172413793,0.755725190839695,0.713513513513514,0.764726396225447
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdn,4,98,102,6, low_bits_4_shifted_2, svdn,930,310,310,0.6,0.2,0.2, [0.55376344 0.52150538 0.45698925 0.5483871  0.53763441],0.506451612903226,0.52258064516129,0.805806451612903,1,1,1,0.466898954703833,0.449664429530201,0.504335320355163,0.534591194968553,0.521472392638037,0.52264095822378,0.803908794788274,0.794079794079794,0.805836792253351
ensemble_model_v2_N8_B96_E104_nb_zones_6_lab_svdne,8,96,104, zones, lab, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.90116279 0.9127907  0.88823529 0.9        0.93529412],0.890845070422535,0.890845070422535,0.933192686357243,0.961038961038961,0.953161592505855,0.96135831381733,0.890459363957597,0.863013698630137,0.8916517768513,0.884758364312268,0.908396946564885,0.892106970014469,0.932094353109364,0.926136363636364,0.933123892124589
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66,10, low_bits_4, svdn,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.58766234 0.5974026  0.58496732 0.66339869 0.59477124],0.593824228028504,0.629453681710214,0.849326599326599,0.979778212654925,0.979139504563233,0.979791395045632,0.605080831408776,0.642156862745098,0.595271979759646,0.630331753554502,0.612903225806452,0.629981024667932,0.850083752093802,0.854377104377104,0.849326599326599
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63,12, low_bits_2, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.84254144 0.86187845 0.83701657 0.80662983 0.86666667],0.77112676056338,0.757042253521127,0.831649831649832,0.856526429341963,0.878318584070796,0.85287610619469,0.792332268370607,0.898550724637681,0.774617828072265,0.773770491803279,0.808219178082192,0.755558864403415,0.838187702265372,0.872053872053872,0.831649831649832
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,798,266,266,0.6,0.2,0.2, [0.75625    0.8125     0.775      0.7875     0.79113924],0.796992481203007,0.770676691729323,0.83984962406015,0.87719298245614,0.87719298245614,0.87719298245614,0.780487804878049,0.705882352941176,0.799095022624434,0.758893280632411,0.700729927007299,0.772845583658688,0.835774865073246,0.806547619047619,0.84020390070922
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63,10, low_bits_4, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.83441558 0.7987013  0.78246753 0.8538961  0.82142857],0.648325358851675,0.65311004784689,0.833333333333333,0.932114882506527,0.927272727272727,0.932467532467532,0.67260579064588,0.674107142857143,0.646331921944035,0.663573085846868,0.737113402061856,0.658735272459499,0.835820895522388,0.848484848484848,0.833333333333333
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102,4, low_bits_2, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.7578125  0.8046875  0.828125   0.8203125  0.80952381],0.745283018867924,0.797169811320755,0.805084745762712,0.812925170068027,0.749216300940439,0.827586206896552,0.747663551401869,0.714285714285714,0.747142857142857,0.80184331797235,0.805555555555556,0.797008547008547,0.796859666339549,0.753246753246753,0.805877678726627
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.51428571 0.57142857 0.54642857 0.49280576 0.54316547],0.513978494623656,0.591397849462366,0.8134135855546,0.987087517934003,0.98567335243553,0.987106017191977,0.497777777777778,0.489082969432314,0.513609281326327,0.558139534883721,0.506329113924051,0.59307683766378,0.809146877748461,0.790378006872852,0.813433409632639
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70,8, low_bits_5, svdn,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.62727273 0.70454545 0.60909091 0.64090909 0.69090909],0.622950819672131,0.644808743169399,0.831331877729258,0.963228699551569,0.976363636363636,0.962727272727273,0.612359550561798,0.608938547486033,0.622651091924835,0.638888888888889,0.649717514124294,0.644964577167967,0.831239759694156,0.839955849889625,0.831425009178074
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.87820513 0.88387097 0.88387097 0.90645161 0.88387097],0.779126213592233,0.757281553398058,0.878367003367003,0.937259923175416,0.943298969072165,0.936855670103093,0.805139186295503,0.908212560386474,0.778496524095676,0.782608695652174,0.878048780487805,0.757864969954047,0.88388911209321,0.925925925925926,0.878367003367003
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104,6, low_bits_2, svd,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.86597938 0.82291667 0.83854167 0.828125   0.828125  ],0.728125,0.7125,0.822097378277154,0.895463510848126,0.943866943866944,0.88981288981289,0.723809523809524,0.690909090909091,0.729325513196481,0.697368421052632,0.688311688311688,0.711625723673917,0.825474586650337,0.8425,0.822122817955112
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102,4, low_bits_4, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.765625   0.765625   0.65625    0.796875   0.72222222],0.688679245283019,0.64622641509434,0.848399246704331,0.968944099378882,0.978056426332288,0.968652037617555,0.673267326732673,0.715789473684211,0.691228070175439,0.63768115942029,0.578947368421053,0.65171858216971,0.84710351377018,0.84469696969697,0.848378447395301
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_5_svdne,8,46,54, zones, low_bits_5, svdne,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.80059524 0.80357143 0.78869048 0.74702381 0.78742515],0.570200573065902,0.544412607449857,0.813973063973064,0.920974450386215,0.923718712753277,0.920738974970203,0.644549763033175,0.755555555555556,0.564168310322156,0.624113475177305,0.781065088757396,0.551643655489809,0.825158227848101,0.877946127946128,0.813973063973064
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102,6, low_bits_3, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.80107527 0.88043478 0.82065217 0.86413043 0.85326087],0.785016286644951,0.785016286644951,0.848307291666667,0.888888888888889,0.876355748373102,0.890455531453362,0.797546012269939,0.822784810126582,0.783875626539801,0.803571428571429,0.833333333333333,0.782183908045977,0.851686823679185,0.856594110115237,0.848164604726493
ensemble_model_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102,8, lab, svdn,1266,422,422,0.6,0.2,0.2, [0.49212598 0.54724409 0.5        0.48412698 0.48412698],0.495260663507109,0.545023696682464,0.808056872037915,1,1,1,0.510344827586207,0.495535714285714,0.495242604617605,0.527093596059113,0.532338308457711,0.544449697215281,0.807783578547698,0.804347826086956,0.808067449165151
ensemble_model_v2_N26_B37_E63_nb_zones_10_lab_svdne,26,37,63, zones, lab, svdne,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.97635135 0.97972973 0.97972973 0.97972973 0.96621622],0.810267857142857,0.819196428571429,0.928451178451178,0.997297297297297,0.997297297297297,0.997297297297297,0.839319470699433,0.94468085106383,0.803326341024873,0.837022132796781,0.976525821596244,0.826560783138548,0.932162809257781,0.983164983164983,0.928451178451178
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102,4, low_bits_2, svd,558,186,186,0.6,0.2,0.2, [0.73214286 0.73214286 0.73214286 0.73214286 0.75454545],0.844086021505376,0.865591397849462,0.841935483870968,0.841567291311755,0.885304659498208,0.833333333333333,0.85427135678392,0.904255319148936,0.843432007400555,0.879227053140097,0.919191919191919,0.861894810170672,0.851963746223565,0.896186440677966,0.841106320775664
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,1440,480,480,0.6,0.2,0.2, [0.59722222 0.56597222 0.57638889 0.5625     0.59027778],0.514957264957265,0.542735042735043,0.798400673400673,0.973829201101928,0.981944444444444,0.973611111111111,0.53388090349076,0.565217391304348,0.515801972963098,0.546610169491525,0.542016806722689,0.542747533796127,0.801327250103691,0.813131313131313,0.798400673400673
svm_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdne,40,30,70,8, low_bits_4_shifted_2, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.90540541 0.91441441 0.91891892 0.9009009  0.91363636],0.688346883468835,0.693766937669377,0.872697724810401,0.99366515837104,0.990974729241877,0.993682310469314,0.728132387706856,0.83695652173913,0.688748531139836,0.736596736596737,0.806122448979592,0.686298218709449,0.87991824220746,0.921841541755889,0.87210498140426
svm_model_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102,6, low_bits_5, svdne,972,324,324,0.6,0.2,0.2, [0.83163265 0.83505155 0.80412371 0.7628866  0.80412371],0.669753086419753,0.641975308641975,0.768518518518518,0.838297872340425,0.810699588477366,0.843621399176955,0.708446866485014,0.802469135802469,0.669753086419753,0.679558011049724,0.763975155279503,0.64272377395877,0.775314559616537,0.799752781211372,0.76855703178941
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_svdne,8,46,54, zones, low_bits_4, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.73913043 0.75271739 0.72677596 0.7704918  0.74863388],0.686346863468635,0.616236162361624,0.803030303030303,0.851041110517886,0.869138495092694,0.847873500545256,0.695340501792115,0.668965517241379,0.687657361795293,0.59375,0.603174603174603,0.615380405035577,0.805647840531561,0.816498316498316,0.803030303030303
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_6_svdne,8,46,54, zones, low_bits_6, svdne,1818,606,606,0.6,0.2,0.2, [0.81043956 0.75274725 0.73351648 0.75824176 0.72651934],0.720430107526882,0.691756272401434,0.89983164983165,0.958934517203108,0.95049504950495,0.959295929592959,0.738255033557047,0.774647887323944,0.71944073198314,0.713333333333333,0.781021897810219,0.69332785031356,0.900833333333333,0.90993265993266,0.89983164983165
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,484,161,161,0.600496277915633,0.199751861042184,0.199751861042184, [0.71428571 0.7755102  0.76041667 0.77083333 0.70833333],0.664596273291926,0.677018633540373,0.818858560794045,0.91869918699187,0.933884297520661,0.917355371900826,0.709677419354839,0.814814814814815,0.663657407407407,0.694117647058823,0.786666666666667,0.684031007751938,0.827830188679245,0.881909547738693,0.819631244457582
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1002,334,334,0.6,0.2,0.2, [0.52475248 0.54       0.51       0.48       0.56      ],0.479041916167665,0.449101796407186,0.777844311377246,0.987012987012987,0.986027944111776,0.987025948103792,0.435064935064935,0.421383647798742,0.476406109613657,0.497267759562842,0.502762430939227,0.444191672985953,0.778507462686567,0.775267538644471,0.777862961119582
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104,4, low_bits_5, svd,534,178,178,0.6,0.2,0.2, [0.84259259 0.86111111 0.82075472 0.81132075 0.78301887],0.646067415730337,0.623595505617977,0.789887640449438,0.884848484848485,0.820224719101124,0.893258426966292,0.704225352112676,0.914634146341463,0.665650406504065,0.707423580786026,0.861702127659574,0.609422492401216,0.80042689434365,0.846501128668172,0.790140944647285
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66,10, low_bits_6, svd,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.88888889 0.90625    0.9375     0.93356643 0.92657343],0.648936170212766,0.640425531914894,0.858585858585859,0.998607242339833,0.998607242339833,0.998607242339833,0.703770197486535,0.848484848484848,0.652275897045772,0.698752228163993,0.820083682008368,0.637314568276911,0.868441660140955,0.933501683501684,0.858585858585859
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.63934426 0.65163934 0.64876033 0.70661157 0.65289256],0.584158415841584,0.569306930693069,0.817507418397626,0.977923139820114,0.985172981878089,0.977759472817133,0.6,0.597156398104265,0.583552292316381,0.562814070351759,0.554455445544555,0.569306930693069,0.819206271435571,0.819607843137255,0.81748855230715
svm_model_N8_B96_E104_nb_zones_8_lab_svd,8,96,104,8, lab, svd,1098,366,366,0.6,0.2,0.2, [0.91818182 0.90909091 0.93181818 0.88181818 0.89908257],0.896174863387978,0.907103825136612,0.912568306010929,0.9182156133829,0.899817850637523,0.919854280510018,0.907317073170732,0.978947368421053,0.892882775119617,0.913705583756345,0.957446808510638,0.905689696390151,0.914893617021277,0.9277238403452,0.912366903561304
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svd,16,42,58, zones, low_bits_5, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.82142857 0.79120879 0.80769231 0.7967033  0.79395604],0.597122302158273,0.528776978417266,0.882154882154882,0.979546710889994,0.973626373626374,0.97967032967033,0.624161073825503,0.65034965034965,0.595545195545196,0.578778135048232,0.666666666666667,0.532634032634033,0.884201819685691,0.89983164983165,0.882154882154882
ensemble_model_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70,8, lab, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.97826087 0.9826087  0.99565217 0.99565217 0.99561404],0.806282722513089,0.845549738219895,0.930439330543933,1,1,1,0.827102803738318,0.931578947368421,0.806935307017544,0.861826697892272,0.948453608247423,0.843907655187541,0.933599600599101,0.975991649269311,0.9303438330204
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdn,4,98,102, zones, low_bits_4_shifted_2, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.44886364 0.50568182 0.52272727 0.51136364 0.51136364],0.450511945392491,0.464163822525597,0.779672578444748,0.994311717861206,0.993181818181818,0.994318181818182,0.457912457912458,0.456375838926174,0.45041014168531,0.464163822525597,0.485714285714286,0.465079365079365,0.780122532334922,0.786008230452675,0.779706964615754
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104,4, low_bits_6, svd,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.88461538 0.80392157 0.85294118 0.87254902 0.83333333],0.694117647058823,0.658823529411765,0.821596244131455,0.917322834645669,0.91015625,0.91796875,0.771929824561403,0.926315789473684,0.663157894736842,0.73394495412844,0.919540229885058,0.652541199279878,0.840670859538784,0.915525114155251,0.818873668188737
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.78846154 0.79807692 0.79411765 0.79411765 0.79411765],0.783625730994152,0.801169590643275,0.838785046728972,0.870406189555126,0.875486381322957,0.869649805447471,0.793296089385475,0.763440860215054,0.785566583953681,0.779220779220779,0.731707317073171,0.798437928199507,0.837647058823529,0.824074074074074,0.838923829489867
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.82795699 0.8172043  0.80107527 0.85326087 0.83152174],0.75974025974026,0.769480519480519,0.868352788586252,0.939457202505219,0.971922246220302,0.937365010799136,0.764331210191083,0.718562874251497,0.763536756274685,0.774603174603175,0.726190476190476,0.773809523809524,0.872085696282294,0.867167919799499,0.868395787856738
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104,4, low_bits_4, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.6557377  0.69672131 0.7704918  0.73770492 0.75      ],0.653465346534653,0.618811881188119,0.693675889328063,0.744113029827316,0.779605263157895,0.731907894736842,0.675925925925926,0.682242990654206,0.651647811116576,0.654708520179372,0.675925925925926,0.614558707643814,0.711895910780669,0.737957610789981,0.692508217159696
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104,6, low_bits_3, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.51052632 0.53684211 0.55851064 0.50531915 0.60106383],0.576433121019108,0.515923566878981,0.546437659033079,0.616487455197133,0.728813559322034,0.546610169491525,0.650918635170604,0.75609756097561,0.568048780487805,0.568181818181818,0.684931506849315,0.526989562948467,0.614386154678204,0.726342710997442,0.547348570688595
ensemble_model_v2_N8_B46_E54_nb_zones_12_low_bits_4_shifted_2_svdne,8,46,54, zones, low_bits_4_shifted_2, svdne,1872,624,624,0.6,0.2,0.2, [0.79521277 0.78877005 0.80748663 0.81016043 0.79946524],0.630952380952381,0.595238095238095,0.878367003367003,0.948633879781421,0.927350427350427,0.949786324786325,0.64367816091954,0.631578947368421,0.630915524104379,0.598425196850394,0.638655462184874,0.597523219814241,0.876759061833689,0.865319865319865,0.878367003367003
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102,4, low_bits_4, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.51666667 0.49166667 0.425      0.49166667 0.42372881],0.49748743718593,0.507537688442211,0.586345381526104,0.63728813559322,0.62876254180602,0.642140468227425,0.519230769230769,0.504672897196262,0.496901665989435,0.514851485148515,0.504854368932039,0.507635517799353,0.588,0.577603143418468,0.58654284480985
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104,4, low_bits_5, svd,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.89393939 0.87121212 0.90151515 0.89230769 0.87692308],0.628440366972477,0.68348623853211,0.850732600732601,0.980091883614089,0.975609756097561,0.980182926829268,0.687258687258687,0.794642857142857,0.623736522911051,0.725099601593625,0.892156862745098,0.696078431372549,0.859845227858985,0.922509225092251,0.851254612546125
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63,12, low_bits_3, svd,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.83040936 0.80701754 0.79239766 0.78654971 0.83235294],0.835329341317365,0.904191616766467,0.876262626262626,0.880277617119722,0.891100702576112,0.878805620608899,0.826498422712934,0.779761904761905,0.835664084911073,0.900621118012422,0.873493975903614,0.904008892713712,0.875844594594594,0.872895622895623,0.876262626262626
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102,6, low_bits_5, svdne,876,292,292,0.6,0.2,0.2, [0.88068182 0.8125     0.81818182 0.85057471 0.84482759],0.660958904109589,0.664383561643836,0.84041095890411,0.959821428571429,0.981735159817351,0.958904109589041,0.717948717948718,0.84,0.655915492957746,0.704819277108434,0.835714285714286,0.671146616541353,0.852438252058265,0.92445054945055,0.840640575271723
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.76020408 0.78571429 0.75773196 0.80927835 0.79381443],0.737654320987654,0.70679012345679,0.819975339087546,0.887096774193548,0.903490759753593,0.885010266940452,0.775725593667546,0.854651162790698,0.729957160342717,0.742547425474255,0.85625,0.708612804878049,0.832183908045977,0.884004884004884,0.819337435775792
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svd,32,34,66, zones, low_bits_4_shifted_2, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.89285714 0.9025974  0.91883117 0.90584416 0.88888889],0.656324582338902,0.682577565632458,0.882996632996633,0.999350227420403,1,0.999349804941482,0.71875,0.855813953488372,0.650946192430461,0.732394366197183,0.892156862745098,0.687938896488828,0.890894819466248,0.955387205387205,0.882996632996633
svm_model_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102,6, low_bits_6, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.78421053 0.78421053 0.7712766  0.75531915 0.75531915],0.818471337579618,0.786624203821656,0.804071246819338,0.802997858672377,0.794491525423729,0.805084745762712,0.829850746268657,0.874213836477987,0.817752079529316,0.781758957654723,0.810810810810811,0.787935525887333,0.804568527918782,0.813863928112965,0.80415768915106
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104,4, low_bits_6, svd,706,235,235,0.600340136054422,0.199829931972789,0.199829931972789, [0.93661972 0.9084507  0.92957746 0.95       0.92857143],0.770212765957447,0.663829787234042,0.875,0.980225988700565,0.98300283286119,0.980169971671388,0.790697674418605,0.871794871794872,0.7706431986093,0.674897119341564,0.811881188118812,0.682059997044481,0.878411910669975,0.929947460595447,0.876543978231608
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdn,26,37,63, zones, low_bits_4_shifted_2, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.51351351 0.59797297 0.5472973  0.58108108 0.57823129],0.496659242761693,0.523385300668152,0.79040404040404,0.960916442048517,0.964817320703654,0.960757780784844,0.534979423868313,0.585585585585586,0.497638607770766,0.552301255230125,0.581497797356828,0.522730880660396,0.79656862745098,0.820707070707071,0.790404040404041
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104,4, low_bits_4, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.78070175 0.75892857 0.74107143 0.70535714 0.82142857],0.588235294117647,0.577540106951872,0.795940170940171,0.935304990757856,0.900355871886121,0.937722419928826,0.503225806451613,0.469879518072289,0.576285912882298,0.526946107784431,0.478260869565217,0.575972540045767,0.778679026651217,0.736842105263158,0.794462719298246
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svd,8,96,104,4, low_bits_4_shifted_2, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.86666667 0.88333333 0.86666667 0.83898305 0.89830508],0.691919191919192,0.732323232323232,0.831653225806452,0.912106135986733,0.922818791946309,0.911073825503356,0.702439024390244,0.699029126213592,0.691619826264691,0.738916256157635,0.78125,0.733762254901961,0.834817012858556,0.849094567404427,0.83161799077292
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102,4, low_bits_2, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.49193548 0.46774194 0.5        0.55645161 0.48387097],0.548543689320388,0.461165048543689,0.525193798449612,0.61455525606469,0.735483870967742,0.538709677419355,0.610878661087866,0.70873786407767,0.548543689320388,0.550607287449393,0.673267326732673,0.465205091937765,0.600977198697068,0.717898832684825,0.525937833330829
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.85454545 0.80909091 0.77777778 0.82407407 0.87037037],0.613259668508287,0.607734806629834,0.833333333333333,0.981684981684982,0.985294117647059,0.981617647058824,0.642857142857143,0.65625,0.610477941176471,0.64321608040201,0.65979381443299,0.603706431026019,0.839532412327312,0.849462365591398,0.832894448101821
ensemble_model_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66,10, lab, svdn,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.83116883 0.83660131 0.85947712 0.79411765 0.8496732 ],0.582938388625592,0.611374407582938,0.834175084175084,0.96569250317662,0.992167101827676,0.964751958224543,0.657587548638132,0.845,0.595923423423423,0.688212927756654,0.815315315315315,0.600157657657658,0.849273144605968,0.934343434343434,0.834175084175084
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66,10, low_bits_3, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.84868421 0.89144737 0.87748344 0.90397351 0.85099338],0.751740139211137,0.758700696055684,0.850589225589225,0.906976744186047,0.927344782034346,0.904887714663144,0.771855010660981,0.841860465116279,0.751948751076658,0.781512605042017,0.861111111111111,0.758462532299742,0.857601283594063,0.89983164983165,0.850589225589226
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102,4, low_bits_4, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.475      0.41525424 0.5        0.55084746 0.52542373],0.472081218274112,0.467005076142132,0.788032454361055,1,1,1,0.474747474747475,0.474747474747475,0.472067614924758,0.455958549222798,0.458333333333333,0.466790429042904,0.787385554425229,0.788187372708758,0.788033080293773
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svd,16,42,58, zones, low_bits_4_shifted_2, svd,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.86756757 0.84864865 0.84054054 0.87027027 0.86216216],0.566539923954373,0.634980988593156,0.875,0.951639799888827,0.925405405405405,0.952972972972973,0.592857142857143,0.658730158730159,0.570240991773838,0.661971830985916,0.686131386861314,0.632748233113197,0.874312314853999,0.869528619528619,0.875
svm_model_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63,10, low_bits_6, svdne,1494,498,498,0.6,0.2,0.2, [0.86666667 0.82333333 0.85234899 0.86241611 0.84228188],0.596371882086168,0.63718820861678,0.835858585858586,0.96505376344086,0.961178045515395,0.965194109772423,0.61304347826087,0.632286995515695,0.595960011519315,0.649122807017544,0.678899082568807,0.637655819311309,0.837770382695507,0.847643097643097,0.835858585858586
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdne,4,98,102,6, low_bits_4_shifted_2, svdne,966,322,322,0.6,0.2,0.2, [0.79381443 0.78865979 0.77835052 0.78125    0.84895833],0.763975155279503,0.729813664596273,0.791925465838509,0.821576763485477,0.819875776397515,0.821946169772257,0.766871165644172,0.76219512195122,0.764008953380673,0.709030100334448,0.711409395973154,0.728537067928774,0.789175582127124,0.787688442211055,0.791878619139926
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svdn,4,98,102, zones, lab, svdn,1152,384,384,0.6,0.2,0.2, [0.52586207 0.49565217 0.44347826 0.53913043 0.49565217],0.4921875,0.505208333333333,0.794270833333333,0.991304347826087,0.989583333333333,0.991319444444444,0.498714652956298,0.487437185929648,0.492367241613473,0.486486486486487,0.5,0.504901960784314,0.793085385018334,0.792670157068063,0.794262539673928
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.93396226 0.90566038 0.83018868 0.90384615 0.86538462],0.68,0.668571428571429,0.831050228310502,0.933852140077821,0.91254752851711,0.935361216730038,0.730769230769231,0.91566265060241,0.691526977475118,0.71,0.825581395348837,0.671217663966553,0.839479392624729,0.895833333333333,0.831925675675676
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104,6, low_bits_2, svdn,792,264,264,0.6,0.2,0.2, [0.5375     0.49367089 0.51898734 0.48734177 0.48734177],0.522727272727273,0.473484848484848,0.55,0.620530565167243,0.679292929292929,0.58459595959596,0.574324324324324,0.582191780821918,0.5156721615974,0.52233676975945,0.575757575757576,0.473484848484848,0.591471801925722,0.637982195845697,0.548093265105511
ensemble_model_N8_B96_E104_nb_zones_8_lab_svd,8,96,104,8, lab, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.91304348 0.95614035 0.9122807  0.9122807  0.94298246],0.852631578947368,0.9,0.923238696109359,0.953982300884956,0.943957968476357,0.95446584938704,0.862068965517241,0.921052631578947,0.852631578947368,0.901554404145078,0.90625,0.899933510638298,0.924037460978148,0.931794333683106,0.923220665260942
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svd,8,96,104,4, low_bits_4_shifted_2, svd,630,210,210,0.6,0.2,0.2, [0.88888889 0.9047619  0.93650794 0.87301587 0.84920635],0.714285714285714,0.79047619047619,0.893333333333333,0.987341772151899,0.99047619047619,0.987301587301588,0.722222222222222,0.702702702702703,0.714987714987715,0.79047619047619,0.813725490196078,0.791122004357298,0.89413988657845,0.895833333333333,0.893318965517241
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,630,210,210,0.6,0.2,0.2, [0.76190476 0.75396825 0.82539683 0.82539683 0.74603175],0.60952380952381,0.633333333333333,0.811428571428571,0.93719806763285,0.923809523809524,0.938095238095238,0.613207547169811,0.663265306122449,0.612882653061224,0.683127572016461,0.741071428571429,0.625637755102041,0.815985130111524,0.836190476190476,0.811428571428571
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svdn,16,42,58, zones, lab, svdn,1692,564,564,0.6,0.2,0.2, [0.76764706 0.77810651 0.71301775 0.74556213 0.75739645],0.558479532163743,0.56140350877193,0.845538720538721,0.961583236321304,0.976359338061465,0.960992907801418,0.615776081424936,0.695402298850575,0.556034482758621,0.598930481283422,0.666666666666667,0.563218390804598,0.852313883299799,0.891414141414141,0.845538720538721
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.68817204 0.73655914 0.70430108 0.75       0.75543478],0.652597402597403,0.652597402597403,0.814526588845655,0.923240938166311,0.935205183585313,0.922246220302376,0.703601108033241,0.779141104294479,0.644742965940343,0.680597014925373,0.77027027027027,0.657010135135135,0.824969400244798,0.870801033591731,0.814306766795866
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102,4, low_bits_2, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.49137931 0.52586207 0.40517241 0.4137931  0.44736842],0.484375,0.489583333333333,0.795218295218295,1,1,1,0.459016393442623,0.456521739130435,0.483260869565217,0.505050505050505,0.467289719626168,0.492468389224849,0.794577685088634,0.780737704918033,0.795432143598257
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102,6, low_bits_6, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.76190476 0.82738095 0.78571429 0.82738095 0.84337349],0.770609318996416,0.799283154121864,0.873209169054441,0.931076178960097,0.918854415274463,0.931980906921241,0.771428571428571,0.805970149253731,0.771950591868245,0.789473684210526,0.789473684210526,0.798846431146359,0.871085214857975,0.871720116618076,0.87318400197101
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104,6, low_bits_3, svdn,918,306,306,0.6,0.2,0.2, [0.54891304 0.49456522 0.5        0.46195652 0.49450549],0.46078431372549,0.464052287581699,0.784967320261438,1,1,1,0.476190476190476,0.496688741721854,0.461247596667379,0.490683229813665,0.541095890410959,0.46742294520548,0.788424437299035,0.810846560846561,0.78526824166359
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.80714286 0.85       0.81071429 0.75       0.80714286],0.796137339055794,0.836909871244635,0.867495711835334,0.904033379694019,0.928571428571429,0.901428571428572,0.81335952848723,0.915929203539823,0.799631268436578,0.854961832061069,0.933333333333333,0.833923303834808,0.874949413193039,0.927101200686106,0.867495711835334
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.59821429 0.54464286 0.50892857 0.54464286 0.51785714],0.505376344086022,0.510752688172043,0.796137339055794,0.987522281639929,0.989285714285714,0.9875,0.530612244897959,0.577777777777778,0.507638888888889,0.497237569060774,0.523255813953488,0.511627906976744,0.797441364605544,0.820175438596491,0.796642341146985
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104,4, low_bits_5, svdn,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.59848485 0.52307692 0.53076923 0.49230769 0.52307692],0.488479262672811,0.529953917050691,0.546961325966851,0.567441860465116,0.561349693251534,0.572085889570552,0.497737556561086,0.486725663716814,0.488555139550715,0.509615384615385,0.490740740740741,0.529774040095141,0.541899441340782,0.53199268738574,0.547072410483223
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svdn,16,42,58, zones, low_bits_3, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.55769231 0.52747253 0.53867403 0.52209945 0.55524862],0.526690391459075,0.494661921708185,0.878367003367003,0.992273730684327,0.991179713340684,0.992282249173098,0.542955326460481,0.552447552447552,0.526223776223776,0.477941176470588,0.471014492753623,0.49424850511807,0.878315789473684,0.877946127946128,0.878367003367003
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdne,4,98,102,6, low_bits_4_shifted_2, svdne,816,272,272,0.6,0.2,0.2, [0.87804878 0.87195122 0.8597561  0.85185185 0.85185185],0.709558823529412,0.709558823529412,0.855882352941176,0.952618453865337,0.936274509803921,0.95343137254902,0.734006734006734,0.741496598639456,0.706748299319728,0.704119850187266,0.728682170542636,0.710494931425164,0.856515373352855,0.855263157894737,0.855886016817191
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svd,8,96,104, zones, low_bits_4_shifted_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.83050847 0.8559322  0.81355932 0.83050847 0.86440678],0.51530612244898,0.505102040816326,0.764765784114053,0.932173913043478,0.908474576271186,0.933898305084746,0.536585365853658,0.55,0.514583333333333,0.565022421524664,0.557522123893805,0.495628531826421,0.769690927218345,0.759842519685039,0.764942356888933
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.81972789 0.78231293 0.83333333 0.75684932 0.79452055],0.681318681318681,0.687912087912088,0.835858585858586,0.930074677528853,0.934515688949522,0.929740791268758,0.693446088794926,0.716157205240175,0.681087452177609,0.68859649122807,0.694690265486726,0.687956486455153,0.837635303913406,0.846801346801347,0.835858585858586
svm_model_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63,10, low_bits_5, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.87671233 0.8630137  0.85862069 0.85517241 0.86896552],0.553145336225597,0.574837310195228,0.779040404040404,0.912330719885959,0.880330123796424,0.915405777166438,0.592885375494071,0.638297872340426,0.551449821125965,0.609561752988048,0.676991150442478,0.576793447561665,0.782248029863127,0.793771043771044,0.779040404040404
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102,6, low_bits_3, svdn,996,332,332,0.6,0.2,0.2, [0.48       0.495      0.56       0.49494949 0.51010101],0.506024096385542,0.512048192771084,0.552409638554217,0.540242557883131,0.491967871485944,0.581325301204819,0.430555555555556,0.4,0.499435028248588,0.484076433121019,0.452380952380952,0.512775842044135,0.507620941020543,0.466504263093788,0.551488126779314
ensemble_model_v2_N40_B30_E70_nb_zones_8_lab_svdne,40,30,70, zones, lab, svdne,1188,396,396,0.6,0.2,0.2, [1.         0.98739496 0.99579832 0.99579832 1.        ],0.856060606060606,0.848484848484848,0.940909090909091,1,1,1,0.855696202531646,0.884816753926702,0.857042523304814,0.85,0.83743842364532,0.848771025294163,0.940998487140696,0.944331983805668,0.940915991902834
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdne,40,30,70,8, low_bits_4_shifted_2, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.94214876 0.91322314 0.94166667 0.95       0.93333333],0.56857855361596,0.56359102244389,0.825024925224327,0.997510373443983,0.998338870431894,0.99750830564784,0.637316561844864,0.77948717948718,0.574209609161065,0.630021141649049,0.752525252525252,0.565917798676419,0.837122969837587,0.906532663316583,0.825669892489152
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104,4, low_bits_4, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.515625   0.53125    0.4609375  0.578125   0.46825397],0.485849056603774,0.566037735849057,0.532956685499058,0.504201680672269,0.470219435736677,0.537617554858934,0.478468899521531,0.505050505050505,0.487038526861536,0.549019607843137,0.554455445544555,0.565516011060566,0.507936507936508,0.493256262042389,0.532079328074602
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104,4, low_bits_6, svdn,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.55       0.45       0.47857143 0.47142857 0.48571429],0.506437768240343,0.472103004291845,0.613207547169811,0.708618331053352,0.74,0.695714285714286,0.545454545454546,0.616071428571429,0.510515053128689,0.502024291497976,0.525423728813559,0.471407516580693,0.633631194151097,0.672413793103448,0.613510650817936
svm_model_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102,4, low_bits_4, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.71666667 0.725      0.825      0.75423729 0.77966102],0.590909090909091,0.55050505050505,0.714717741935484,0.799289520426288,0.75503355704698,0.810402684563758,0.663900414937759,0.740740740740741,0.575925925925926,0.604444444444444,0.708333333333333,0.555147058823529,0.724975704567541,0.743027888446215,0.71437108708025
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.88311688 0.90849673 0.89542484 0.86928105 0.90196078],0.670616113744076,0.670616113744076,0.87962962962963,0.994764397905759,0.992167101827676,0.994778067885118,0.693156732891832,0.747619047619048,0.670979335130278,0.686230248306998,0.716981132075472,0.670395327942498,0.882013201320132,0.89983164983165,0.87962962962963
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,630,210,210,0.6,0.2,0.2, [0.49206349 0.42857143 0.49206349 0.53174603 0.50793651],0.519047619047619,0.576190476190476,0.81047619047619,0.985781990521327,0.99047619047619,0.985714285714286,0.507317073170732,0.509803921568627,0.518790849673203,0.593607305936073,0.596330275229358,0.575392860386956,0.811731315042573,0.815589353612167,0.810466432531274
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.6352459  0.67213115 0.66803279 0.6446281  0.69008264],0.587654320987654,0.624691358024691,0.8035538005923,0.935510204081632,0.942434210526316,0.935032894736842,0.539944903581267,0.502564102564103,0.584615384615385,0.573033707865169,0.5,0.625621890547264,0.795267489711934,0.767626613704072,0.803342256802968
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70,10, low_bits_4, svd,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.86754967 0.87748344 0.86754967 0.87417219 0.86423841],0.648960739030023,0.630484988452656,0.82996632996633,0.939473684210526,0.945695364238411,0.939072847682119,0.666666666666667,0.703703703703704,0.649086874893326,0.636363636363636,0.645161290322581,0.630451015531661,0.832781456953642,0.846801346801347,0.82996632996633
svm_model_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66,10, low_bits_2, svdne,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.84859155 0.83098592 0.82042254 0.83450704 0.79929577],0.816067653276956,0.807610993657505,0.827979712595097,0.845998655010087,0.885915492957746,0.838732394366197,0.806236080178174,0.830275229357798,0.817098398992625,0.82261208576998,0.83399209486166,0.805632411067194,0.833809718252348,0.864521591871296,0.828041386652947
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104,4, low_bits_5, svdn,570,190,190,0.6,0.2,0.2, [0.5        0.52631579 0.50877193 0.48245614 0.56140351],0.478947368421053,0.563157894736842,0.808421052631579,1,1,1,0.481675392670157,0.48421052631579,0.478947368421053,0.525714285714286,0.522727272727273,0.560383244206774,0.805555555555556,0.805555555555556,0.808379437528815
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.79213483 0.81460674 0.83707865 0.81818182 0.8125    ],0.698305084745763,0.722033898305085,0.848238482384824,0.940516273849607,0.945823927765237,0.940180586907449,0.73900293255132,0.828947368421053,0.694193963930806,0.769662921348315,0.85625,0.709606481481481,0.858942065491184,0.903311258278146,0.846939956462235
svm_model_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102,8, lab, svdne,1312,437,437,0.600182982616651,0.199908508691674,0.199908508691674, [0.89015152 0.89694656 0.9389313  0.89694656 0.86259542],0.837528604118993,0.819221967963387,0.873741994510521,0.904400606980273,0.908536585365854,0.903963414634146,0.853002070393375,0.891774891774892,0.834236960450553,0.809638554216867,0.835820895522388,0.82045282064255,0.875451263537906,0.891544117647059,0.873823060645023
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104,6, low_bits_2, svdn,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.52247191 0.54494382 0.46022727 0.41477273 0.50568182],0.438775510204082,0.489795918367347,0.786005434782609,1,1,1,0.451827242524917,0.503703703703704,0.443675751222921,0.506578947368421,0.493589743589744,0.489548494983278,0.788448623237072,0.800818553888131,0.78606556923094
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_shifted_2_svdne,4,98,102, zones, low_bits_4_shifted_2, svdne,816,272,272,0.6,0.2,0.2, [0.82926829 0.81707317 0.80487805 0.82716049 0.86419753],0.617647058823529,0.639705882352941,0.830147058823529,0.965018094089264,0.980392156862745,0.964460784313726,0.675,0.81203007518797,0.621842375723481,0.699386503067485,0.826086956521739,0.636924075275795,0.843389830508474,0.916053019145803,0.830273205608143
svm_model_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70,8, low_bits_6, svdne,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.92519685 0.91732283 0.94488189 0.93307087 0.9488189 ],0.57919621749409,0.560283687943262,0.82703213610586,0.998425196850394,0.998425196850394,0.998425196850394,0.645418326693227,0.726457399103139,0.570728699551569,0.602564102564102,0.698019801980198,0.566204471125846,0.836607142857143,0.883962264150943,0.826924313893653
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svd,8,96,104, zones, lab, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.95901639 0.91393443 0.90163934 0.92213115 0.95491803],0.881773399014778,0.864532019704433,0.927657480314961,0.964052287581699,0.967213114754098,0.963934426229508,0.885167464114833,0.915841584158416,0.881940399922345,0.871194379391101,0.958762886597938,0.868532386695196,0.928951184146931,0.955268389662028,0.927926592491833
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdn,8,96,104,4, low_bits_4_shifted_2, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.46875    0.4453125  0.5078125  0.4921875  0.48412698],0.518867924528302,0.518867924528302,0.556497175141243,0.600896860986547,0.630094043887147,0.581504702194357,0.527777777777778,0.542857142857143,0.519092122830441,0.518867924528302,0.56701030927835,0.522635589421784,0.570647219690064,0.600767754318618,0.557315485292396
svm_model_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102,4, low_bits_2, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.89655172 0.81896552 0.85344828 0.86206897 0.85964912],0.791666666666667,0.838541666666667,0.845114345114345,0.875,0.944636678200692,0.865051903114187,0.764705882352941,0.706521739130435,0.788260869565217,0.848780487804878,0.844660194174757,0.83806043416603,0.850850850850851,0.878099173553719,0.844907327362634
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104,4, low_bits_4, svdn,482,160,160,0.600997506234414,0.199501246882793,0.199501246882793, [0.5        0.55208333 0.54166667 0.55208333 0.54166667],0.51875,0.4875,0.801745635910224,1,1,1,0.496732026143791,0.5,0.517857142857143,0.460526315789474,0.432098765432099,0.488201281450227,0.797966963151207,0.78894472361809,0.801650579630827
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102,4, low_bits_4, svdne,612,204,204,0.6,0.2,0.2, [0.81451613 0.70491803 0.72131148 0.74590164 0.79508197],0.71078431372549,0.735294117647059,0.805882352941176,0.865293185419968,0.892156862745098,0.861111111111111,0.728110599078341,0.79,0.712307692307692,0.758928571428571,0.779816513761468,0.732013520038629,0.815298507462687,0.848543689320388,0.805459963472075
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.54237288 0.45762712 0.47457627 0.49152542 0.46610169],0.479591836734694,0.454081632653061,0.787169042769857,1,1,1,0.457446808510638,0.457446808510638,0.478723404255319,0.43979057591623,0.428571428571429,0.454081632653061,0.784313725490196,0.780287474332649,0.787113434136021
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58,12, low_bits_6, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.53389831 0.55113636 0.51420455 0.52272727 0.56818182],0.501628664495114,0.446254071661238,0.526094276094276,0.557087699944843,0.573212258796822,0.544267877412032,0.488294314381271,0.48993288590604,0.501295556877071,0.46875,0.474683544303798,0.445395463427067,0.537006578947368,0.5496632996633,0.526094276094276
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58,12, low_bits_4, svdn,1898,632,632,0.600253004427577,0.199873497786211,0.199873497786211, [0.54210526 0.53421053 0.52368421 0.56315789 0.51851852],0.535564853556485,0.460251046025105,0.898989898989899,1,1,1,0.574712643678161,0.625,0.535189075630252,0.473469387755102,0.487394957983193,0.460364145658263,0.900166389351081,0.910774410774411,0.898989898989899
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.53389831 0.47457627 0.52586207 0.50862069 0.46551724],0.536082474226804,0.469072164948454,0.796296296296296,0.991482112436116,0.996575342465753,0.991438356164383,0.554455445544554,0.538461538461538,0.535897435897436,0.460732984293194,0.5,0.471698113207547,0.797959183673469,0.807851239669422,0.796343652621596
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102,8, low_bits_5, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.828      0.824      0.81451613 0.7983871  0.84274194],0.618357487922705,0.611111111111111,0.763996138996139,0.866352201257862,0.885852090032154,0.863344051446945,0.678861788617886,0.799043062200957,0.616594701832186,0.649237472766885,0.768041237113402,0.620384254920337,0.780026990553306,0.845853658536585,0.764856151140308
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.45263158 0.43684211 0.50531915 0.5106383  0.42021277],0.487261146496815,0.560509554140127,0.805343511450382,0.992561105207226,0.989406779661017,0.992584745762712,0.482315112540193,0.483870967741936,0.487218502738892,0.507142857142857,0.473333333333333,0.556788617886179,0.800261096605744,0.788931788931789,0.805157718365266
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102,6, low_bits_3, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.53296703 0.5        0.45       0.53333333 0.47777778],0.495016611295681,0.521594684385382,0.802788844621514,0.998895027624309,1,0.998893805309735,0.506493506493507,0.490566037735849,0.495283018867924,0.5,0.525547445255474,0.521920064091152,0.802131912058627,0.804812834224599,0.802802195476416
svm_model_N26_B37_E63_nb_zones_12_lab_svd,26,37,63,12, lab, svd,1704,568,568,0.6,0.2,0.2, [0.98830409 0.99122807 0.99411765 0.99705882 0.98823529],0.788690476190476,0.788690476190476,0.939393939393939,0.998826291079812,0.998826291079812,0.998826291079812,0.813648293963255,0.981012658227848,0.799495093158868,0.831353919239905,0.98314606741573,0.776383160290144,0.942537909018356,0.994107744107744,0.939393939393939
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.86551724 0.89655172 0.9137931  0.86551724 0.89655172],0.630669546436285,0.626349892008639,0.847643097643097,0.9875173370319,0.982068965517241,0.987586206896552,0.650306748466258,0.688311688311688,0.630793775190327,0.653306613226453,0.702586206896552,0.626184878340051,0.851028806584362,0.87037037037037,0.847643097643097
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdn,8,96,104,4, low_bits_4_shifted_2, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.54545455 0.49074074 0.62037037 0.51851852 0.55555556],0.488888888888889,0.477777777777778,0.793791574279379,1,1,1,0.494505494505494,0.494505494505494,0.488825780960612,0.426829268292683,0.454545454545455,0.474845542806708,0.79054054054054,0.799544419134396,0.793940676089876
ensemble_model_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102,4, low_bits_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.77118644 0.83898305 0.78813559 0.78448276 0.82758621],0.769230769230769,0.830769230769231,0.822745901639344,0.848484848484848,0.907849829351536,0.837883959044368,0.773869346733668,0.827956989247312,0.771821631878558,0.83248730964467,0.803921568627451,0.832068311195446,0.83088954056696,0.870901639344262,0.822745901639344
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [0.38888889 0.37037037 0.5        0.53773585 0.56603774],0.455056179775281,0.460674157303371,0.780269058295964,0.99443413729128,1,0.994402985074627,0.404907975460123,0.388235294117647,0.452182163187856,0.494736842105263,0.465346534653465,0.45994599459946,0.780269058295964,0.766519823788546,0.780520185866876
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.81884058 0.8115942  0.81884058 0.75       0.76470588],0.671052631578947,0.671052631578947,0.834500875656743,0.94170403587444,0.918367346938775,0.943148688046647,0.693877551020408,0.708333333333333,0.668981481481482,0.672489082969432,0.6875,0.671336206896552,0.834645669291339,0.829565217391304,0.834535695115405
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70,10, low_bits_3, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.69594595 0.73129252 0.70408163 0.70408163 0.71768707],0.683628318584071,0.663716814159292,0.702441077441077,0.724598930481283,0.736413043478261,0.720108695652174,0.677200902934537,0.678733031674208,0.683522359992948,0.654545454545455,0.623376623376623,0.6646294881589,0.702816309373686,0.703703703703704,0.702441077441077
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,564,188,188,0.6,0.2,0.2, [0.5        0.55263158 0.46428571 0.47321429 0.53571429],0.48936170212766,0.537234042553192,0.8,0.99108734402852,0.985815602836879,0.991134751773049,0.472527472527473,0.42156862745098,0.495668034655723,0.544502617801047,0.597701149425287,0.541424832138386,0.798715203426124,0.791932059447983,0.800017202431881
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63,12, low_bits_2, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.80833333 0.84444444 0.81666667 0.78212291 0.83240223],0.813793103448276,0.824137931034483,0.849326599326599,0.862872628726287,0.88641425389755,0.85913140311804,0.802919708029197,0.79136690647482,0.812901996283768,0.836012861736334,0.860927152317881,0.822549907094192,0.852674897119342,0.872053872053872,0.849326599326599
svm_model_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104,4, low_bits_5, svdne,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.80833333 0.8        0.80833333 0.83333333 0.80508475],0.658291457286432,0.688442211055276,0.793172690763052,0.868512110726643,0.839464882943144,0.872909698996656,0.656565656565657,0.656565656565657,0.658282828282828,0.704761904761905,0.711538461538462,0.687348178137652,0.791075050709939,0.776892430278884,0.793304514734584
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,1560,520,520,0.6,0.2,0.2, [0.59935897 0.59935897 0.59935897 0.57692308 0.63141026],0.588235294117647,0.583333333333333,0.839225589225589,0.971938775510204,0.976923076923077,0.971794871794872,0.612903225806452,0.665,0.589711538461538,0.611872146118721,0.644230769230769,0.582115384615385,0.84344262295082,0.866161616161616,0.839225589225589
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.87179487 0.89102564 0.8974359  0.89423077 0.86129032],0.740831295843521,0.706601466992665,0.860690235690236,0.933333333333333,0.943517329910141,0.932605905006418,0.745192307692308,0.752427184466019,0.740745611937443,0.70873786407767,0.719211822660099,0.706693289970826,0.862255513940907,0.872053872053872,0.860690235690236
ensemble_model_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102,8, lab, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.87916667 0.875      0.85833333 0.85416667 0.86134454],0.917293233082707,0.887218045112782,0.927855711422846,0.945454545454545,0.954924874791319,0.944908180300501,0.908077994428969,0.900552486187845,0.915872573369152,0.891041162227603,0.888888888888889,0.887152777777778,0.927346115035318,0.931104356636272,0.927891127773042
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.48275862 0.51149425 0.46551724 0.5        0.54069767],0.5,0.506944444444444,0.798890429958391,0.995391705069124,0.997690531177829,0.995381062355658,0.52317880794702,0.548611111111111,0.5,0.510344827586207,0.480519480519481,0.508916456677651,0.801369863013698,0.800273597811217,0.798870976120799
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svdn,16,42,58, zones, low_bits_2, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.4640884  0.51933702 0.49447514 0.53867403 0.46944444],0.450704225352113,0.517605633802817,0.871632996632997,0.993392070484581,0.997787610619469,0.993362831858407,0.469387755102041,0.5,0.452054794520548,0.508960573476703,0.486301369863014,0.518513003772086,0.872331519464211,0.877104377104377,0.871632996632997
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102,8, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.77731092 0.83193277 0.86134454 0.82773109 0.86016949],0.772727272727273,0.755050505050505,0.842929292929293,0.892361111111111,0.865319865319865,0.895622895622896,0.777227722772277,0.751196172248804,0.773993808049536,0.768496420047733,0.805,0.754540816326531,0.84253164556962,0.82951146560319,0.843107831061575
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdn,8,96,104, zones, low_bits_4_shifted_2, svdn,516,172,172,0.6,0.2,0.2, [0.54807692 0.43269231 0.49038462 0.53921569 0.52941176],0.430232558139535,0.563953488372093,0.78953488372093,0.984555984555984,0.988372093023256,0.984496124031008,0.409638554216867,0.425,0.429891304347826,0.576271186440678,0.566666666666667,0.563821138211382,0.789779326364692,0.794392523364486,0.789557372793354
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104,4, low_bits_4, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.79508197 0.7704918  0.66393443 0.7704918  0.7704918 ],0.591133004926108,0.625615763546798,0.720472440944882,0.801271860095389,0.826229508196721,0.795081967213115,0.599033816425121,0.613861386138614,0.591244418559503,0.680672268907563,0.757009345794392,0.61808800623053,0.735567970204842,0.769980506822612,0.719980313053453
ensemble_model_v2_N4_B98_E102_nb_zones_4_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.83870968 0.82258065 0.74193548 0.83064516 0.84677419],0.800970873786408,0.766990291262136,0.837209302325581,0.877519379844961,0.912903225806451,0.87258064516129,0.812785388127854,0.872549019607843,0.801659125188537,0.764705882352941,0.804123711340206,0.769034332734323,0.842696629213483,0.884086444007859,0.837836721047906
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104,4, low_bits_5, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.77678571 0.79464286 0.82727273 0.8        0.75454545],0.630434782608696,0.673913043478261,0.815618221258134,0.926829268292683,0.96028880866426,0.924187725631769,0.656565656565657,0.783132530120482,0.644041512584993,0.711538461538462,0.755102040816326,0.668248694826768,0.826530612244898,0.884279475982533,0.81606215178437
svm_model_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104,6, low_bits_3, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.80769231 0.83516484 0.86813187 0.84615385 0.80555556],0.798013245033113,0.76158940397351,0.812830687830688,0.829545454545455,0.803964757709251,0.834801762114537,0.805111821086262,0.7875,0.798679577464789,0.756756756756757,0.794326241134752,0.763622747896569,0.809939556749496,0.798675496688742,0.812811988767092
svm_model_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58,12, lab, svdne,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.95428571 0.94285714 0.96264368 0.9454023  0.9683908 ],0.762658227848101,0.737341772151899,0.924242424242424,0.9874715261959,0.994266055045872,0.987385321100918,0.783861671469741,0.871794871794872,0.764022435897436,0.763532763532764,0.8375,0.736057692307692,0.926650366748166,0.957070707070707,0.924242424242424
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63,10, low_bits_6, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.87931034 0.86206897 0.88541667 0.88888889 0.89236111],0.605150214592275,0.628755364806867,0.842171717171717,0.987482614742698,0.983379501385042,0.987534626038781,0.616666666666667,0.616666666666667,0.604793510324484,0.63578947368421,0.668141592920354,0.62990412979351,0.843292937735061,0.849326599326599,0.842171717171717
svm_model_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104,4, low_bits_6, svdne,736,245,245,0.600326264274062,0.199836867862969,0.199836867862969, [0.88513514 0.87837838 0.85135135 0.86986301 0.81506849],0.661224489795918,0.681632653061224,0.812398042414356,0.899563318777293,0.839673913043478,0.90625,0.704626334519573,0.744360902255639,0.653430451127819,0.717391304347826,0.825,0.6845,0.815112540192926,0.816425120772947,0.812344791791432
svm_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdne,26,37,63,10, low_bits_4_shifted_2, svdne,1596,532,532,0.6,0.2,0.2, [0.875      0.86875    0.88125    0.84591195 0.84591195],0.612820512820513,0.574358974358974,0.800084175084175,0.896461336828309,0.857142857142857,0.901002506265664,0.654462242562929,0.729591836734694,0.612218598779718,0.604761904761905,0.654639175257732,0.574768567220703,0.800671422576584,0.803030303030303,0.800084175084175
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102,6, low_bits_4, svd,822,274,274,0.6,0.2,0.2, [0.72289157 0.75609756 0.7804878  0.7804878  0.76829268],0.671532846715328,0.642335766423358,0.721897810218978,0.792249730893434,0.895377128953771,0.765206812652068,0.713375796178344,0.817518248175182,0.671532846715328,0.687898089171975,0.794117647058823,0.643435635123615,0.755298651252408,0.859649122807017,0.722098613881643
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svd,4,98,102,8, low_bits_4_shifted_2, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.76190476 0.77777778 0.76190476 0.78571429 0.788     ],0.751789976133651,0.742243436754177,0.783396946564885,0.798668885191348,0.763116057233704,0.807631160572337,0.724867724867725,0.685,0.748892694063927,0.717277486910995,0.67156862745098,0.740435476516188,0.768603465851172,0.729912875121007,0.782642232480541
svm_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdne,8,96,104,4, low_bits_4_shifted_2, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.80357143 0.84821429 0.84821429 0.81818182 0.79090909],0.772972972972973,0.783783783783784,0.844492440604752,0.890845070422535,0.910071942446043,0.888489208633093,0.776595744680851,0.78494623655914,0.772907900888266,0.789473684210526,0.806451612903226,0.783660589060309,0.847780126849894,0.864224137931034,0.844449731303179
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_4_shifted_2_svdne,40,30,70, zones, low_bits_4_shifted_2, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.93043478 0.96956522 0.92608696 0.94347826 0.93421053],0.62565445026178,0.615183246073298,0.847280334728033,0.998257839721254,0.998257839721254,0.998257839721254,0.639798488664987,0.675531914893617,0.626425751261241,0.624040920716112,0.648936170212766,0.615705198508445,0.849173553719008,0.865263157894737,0.847392493708283
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104,4, low_bits_4, svdne,636,212,212,0.6,0.2,0.2, [0.765625   0.78125    0.7890625  0.75396825 0.76984127],0.679245283018868,0.693396226415094,0.828301886792453,0.922098569157393,0.911949685534591,0.922955974842767,0.706896551724138,0.788461538461538,0.681267806267806,0.708520179372197,0.774509803921569,0.696345811051693,0.83210332103321,0.860687022900763,0.82866440697277
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svdn,32,34,66, zones, lab, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81818182 0.82167832 0.84265734 0.85314685 0.81118881],0.621564482029598,0.630021141649049,0.83459595959596,0.97319587628866,0.99020979020979,0.972727272727273,0.673952641165756,0.767634854771784,0.61873122048934,0.676524953789279,0.788793103448276,0.632985763342395,0.845579567779961,0.905723905723906,0.83459595959596
svm_model_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104,8, lab, svdn,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.50884956 0.53097345 0.45575221 0.5840708  0.49115044],0.523936170212766,0.542553191489362,0.534006376195537,0.600910470409712,0.700884955752212,0.534513274336283,0.601336302895323,0.685279187817259,0.515823951450529,0.598130841121495,0.695652173913043,0.545742753623189,0.600455580865604,0.69661733615222,0.53313772790517
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104,4, low_bits_6, svdne,534,178,178,0.6,0.2,0.2, [0.91666667 0.85185185 0.91509434 0.89622642 0.9245283 ],0.758426966292135,0.730337078651685,0.873033707865168,0.957854406130268,0.936329588014981,0.958801498127341,0.7981220657277,0.86734693877551,0.746173469387755,0.779816513761468,0.923913043478261,0.723584428715875,0.881427072402938,0.919037199124726,0.871758784319869
svm_model_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70,8, low_bits_5, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.91304348 0.9173913  0.86956522 0.9        0.88157895],0.633507853403141,0.649214659685864,0.854602510460251,0.996503496503496,0.993031358885017,0.996515679442509,0.655172413793104,0.678571428571429,0.632296466973886,0.665,0.711229946524064,0.650486768133827,0.857435897435897,0.873563218390805,0.854582656315821
svm_model_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104,6, low_bits_2, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.84615385 0.82967033 0.90555556 0.86111111 0.87222222],0.764119601328904,0.790697674418605,0.830013280212483,0.868534482758621,0.891592920353982,0.865044247787611,0.770226537216828,0.875,0.773863636363636,0.810810810810811,0.9,0.791059602649006,0.836942675159236,0.890243902439024,0.831189659552845
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1008,336,336,0.6,0.2,0.2, [0.51485149 0.48514851 0.51485149 0.54455446 0.445     ],0.476190476190476,0.523809523809524,0.795833333333333,0.993034825870647,0.990079365079365,0.993055555555556,0.45,0.428571428571429,0.476190476190476,0.545454545454546,0.551724137931034,0.522775649212431,0.795468097793679,0.788416075650118,0.7958866948994
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102,8, low_bits_5, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.79752066 0.83333333 0.80416667 0.8        0.8375    ],0.625,0.66,0.825674325674326,0.946925021061499,0.935108153078203,0.947587354409318,0.668141592920354,0.770408163265306,0.627851140456183,0.709401709401709,0.821782178217822,0.658365836583658,0.834361651637399,0.87987987987988,0.825782412522193
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.80555556 0.84507042 0.80985915 0.84507042 0.84507042],0.666666666666667,0.69620253164557,0.84822934232715,0.959778085991678,0.971910112359551,0.959269662921348,0.742671009771987,0.89763779527559,0.648818897637795,0.735294117647059,0.847457627118644,0.696838057256801,0.861538461538462,0.931780366056572,0.847086764224867
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70,8, low_bits_6, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.92410714 0.93303571 0.89732143 0.9375     0.88738739],0.655913978494624,0.666666666666667,0.857142857142857,0.9875,0.989266547406082,0.98747763864043,0.686274509803922,0.777777777777778,0.659722222222222,0.694581280788177,0.72680412371134,0.663963859608479,0.862461220268873,0.893890675241157,0.857063744509707
ensemble_model_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdne,8,96,104,4, low_bits_4_shifted_2, svdne,564,188,188,0.6,0.2,0.2, [0.96491228 0.9122807  0.88392857 0.91071429 0.91071429],0.75531914893617,0.728723404255319,0.882978723404255,0.976660682226212,0.964539007092198,0.976950354609929,0.780952380952381,0.881720430107527,0.756649688737974,0.755980861244019,0.774509803921569,0.724464204286366,0.887295081967213,0.907756813417191,0.88260410865244
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdn,32,34,66,10, low_bits_4_shifted_2, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.61034483 0.61724138 0.57586207 0.6        0.65972222],0.495689655172414,0.504310344827586,0.571127946127946,0.650723725613593,0.714088397790055,0.616712707182321,0.458333333333333,0.447963800904977,0.493529225555369,0.5,0.473251028806584,0.505856283634061,0.589278516727126,0.615319865319865,0.571127946127946
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svd,26,37,63, zones, low_bits_3, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.84254144 0.86388889 0.82222222 0.86944444 0.84444444],0.766550522648084,0.763066202090592,0.869528619528619,0.904528096017457,0.920088790233074,0.902885682574917,0.784565916398714,0.824324324324324,0.764680147773673,0.767123287671233,0.805755395683453,0.764364184328213,0.872742200328407,0.894781144781145,0.86952861952862
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102,6, low_bits_2, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.75294118 0.8        0.76470588 0.77058824 0.8       ],0.784452296819788,0.780918727915194,0.782485875706215,0.775212636695018,0.750588235294118,0.782352941176471,0.744769874476987,0.679389312977099,0.77719465648855,0.7578125,0.687943262411348,0.780591349515533,0.766312594840668,0.724533715925394,0.781599264082308
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104,6, low_bits_3, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.7826087  0.72826087 0.79891304 0.76630435 0.8423913 ],0.816993464052288,0.813725490196078,0.826370757180157,0.841121495327103,0.880434782608696,0.833695652173913,0.787878787878788,0.748201438848921,0.811226467927454,0.808080808080808,0.779220779220779,0.813952494873547,0.825459317585302,0.835325365205843,0.826520192230649
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63,10, low_bits_5, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.82291667 0.82986111 0.83333333 0.82986111 0.88461538],0.626865671641791,0.605543710021322,0.84006734006734,0.985955056179775,0.976356050069541,0.986091794158554,0.690265486725664,0.833333333333333,0.627304964539007,0.666666666666667,0.787234042553192,0.605155482815057,0.85062893081761,0.910774410774411,0.84006734006734
ensemble_model_v2_N4_B98_E102_nb_zones_8_lab_svdne,4,98,102, zones, lab, svdne,1146,382,382,0.6,0.2,0.2, [0.84347826 0.80869565 0.83043478 0.8377193  0.84649123],0.861256544502618,0.882198952879581,0.903664921465968,0.924428822495606,0.917975567190227,0.924956369982548,0.864450127877238,0.928571428571429,0.864285714285714,0.891566265060241,0.943877551020408,0.880540926047838,0.905349794238683,0.92534174553102,0.903755335747783
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,606,202,202,0.6,0.2,0.2, [0.7295082  0.71311475 0.71311475 0.69166667 0.7       ],0.594059405940594,0.554455445544555,0.789108910891089,0.9344,0.963696369636964,0.932343234323432,0.598039215686274,0.648936170212766,0.597616233254531,0.608695652173913,0.619469026548672,0.545689569454112,0.798866855524079,0.829411764705882,0.788705882352941
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.88709677 0.88709677 0.90322581 0.90163934 0.93442623],0.726829268292683,0.721951219512195,0.88401559454191,0.990291262135922,0.993506493506493,0.99025974025974,0.756521739130435,0.861386138613861,0.728769992383854,0.771084337349398,0.857142857142857,0.708141321044547,0.891522333637192,0.938579654510557,0.883151213393892
svm_model_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58,12, low_bits_3, svdne,1874,624,624,0.600256245996156,0.199871877001922,0.199871877001922, [0.83510638 0.81648936 0.88235294 0.85294118 0.79946524],0.812749003984064,0.768924302788845,0.829124579124579,0.841160949868074,0.850586979722519,0.839381003201707,0.814229249011858,0.83739837398374,0.81323043699187,0.775193798449613,0.78125,0.768673780487805,0.831255195344971,0.841750841750842,0.829124579124579
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102,6, low_bits_4, svd,846,282,282,0.6,0.2,0.2, [0.77058824 0.72352941 0.71176471 0.73809524 0.73809524],0.659574468085106,0.695035460992908,0.79290780141844,0.874715261958998,0.907801418439716,0.869976359338061,0.686274509803922,0.69078947368421,0.656933198380567,0.674242424242424,0.700787401574803,0.695554991109982,0.798342541436464,0.823361823361823,0.793036843884302
ensemble_model_v2_N8_B96_E104_nb_zones_4_low_bits_4_shifted_2_svdne,8,96,104, zones, low_bits_4_shifted_2, svdne,642,214,214,0.6,0.2,0.2, [0.86923077 0.875      0.8828125  0.875      0.8828125 ],0.700934579439252,0.668224299065421,0.847663551401869,0.954692556634304,0.919003115264798,0.956386292834891,0.716814159292035,0.692307692307692,0.70182394924663,0.657004830917874,0.701030927835051,0.671028284430346,0.844909609895338,0.829906542056075,0.847663551401869
svm_model_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102,6, low_bits_3, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.84659091 0.84659091 0.82386364 0.79545455 0.84090909],0.778156996587031,0.754266211604096,0.804229195088677,0.832962138084632,0.85,0.829545454545455,0.8,0.878378378378378,0.777120223671948,0.789473684210526,0.9,0.750699300699301,0.816613418530351,0.865853658536585,0.803805950147413
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102,8, low_bits_6, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.79508197 0.79508197 0.77459016 0.83057851 0.7892562 ],0.679012345679012,0.718518518518519,0.844027640671273,0.940691927512356,0.939144736842105,0.94078947368421,0.718614718614719,0.764976958525345,0.672382096283949,0.732394366197183,0.843243243243243,0.728439803439804,0.849666983824929,0.884158415841584,0.84414613705465
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104,6, low_bits_5, svd,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.8164557  0.83544304 0.70886076 0.76582278 0.79746835],0.650190114068441,0.673003802281369,0.778115501519757,0.849604221635884,0.815189873417721,0.855696202531645,0.687074829931973,0.776923076923077,0.651619433198381,0.709459459459459,0.801526717557252,0.673490631505899,0.783382789317507,0.804878048780488,0.77819660014782
svm_model_N40_B30_E70_nb_zones_10_lab_svd,40,30,70,10, lab, svd,1482,494,494,0.6,0.2,0.2, [0.99328859 1.         1.         1.         0.99662162],0.68903803131991,0.682326621923937,0.881313131313131,0.999325691166554,1,0.999325236167341,0.741154562383613,0.904545454545454,0.6923608329996,0.735074626865672,0.86784140969163,0.67937525030036,0.889671361502347,0.957070707070707,0.881313131313131
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58,12, low_bits_5, svdn,1818,606,606,0.6,0.2,0.2, [0.53846154 0.51098901 0.51098901 0.55494505 0.54972376],0.551971326164875,0.491039426523297,0.537457912457912,0.561643835616438,0.586358635863586,0.542354235423542,0.558303886925795,0.552447552447552,0.551959070341423,0.49645390070922,0.514705882352941,0.491618675442205,0.553796183516037,0.574074074074074,0.537457912457912
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66,10, low_bits_2, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.79194631 0.77516779 0.80201342 0.78040541 0.80405405],0.880898876404494,0.88314606741573,0.865319865319865,0.860117111255693,0.889636608344549,0.855316285329744,0.883002207505519,0.925925925925926,0.88217693676209,0.892116182572614,0.938864628820961,0.881469351447517,0.870550161812298,0.905723905723906,0.865319865319865
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svd,4,98,102,8, low_bits_4_shifted_2, svd,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.77272727 0.82727273 0.78181818 0.74311927 0.82110092],0.731506849315069,0.723287671232877,0.853231106243154,0.936051899907322,0.921532846715328,0.937043795620438,0.711764705882353,0.68361581920904,0.730105781944945,0.726287262872629,0.708994708994709,0.723815536315536,0.850111856823266,0.831509846827133,0.853254923413567
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104,6, low_bits_2, svdne,936,312,312,0.6,0.2,0.2, [0.81914894 0.80319149 0.86702128 0.84408602 0.8655914 ],0.807692307692308,0.756410256410256,0.869230769230769,0.929460580912863,0.957264957264957,0.927350427350428,0.815950920245399,0.826086956521739,0.807083213360207,0.763975155279503,0.788461538461538,0.756410256410256,0.873449131513648,0.896815286624204,0.869052804602424
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70,10, low_bits_2, svdn,1410,470,470,0.6,0.2,0.2, [0.65602837 0.64184397 0.65602837 0.69503546 0.65957447],0.572340425531915,0.608510638297872,0.64,0.673743807501769,0.675177304964539,0.673049645390071,0.601980198019802,0.612903225806452,0.569965126416739,0.616666666666667,0.666666666666667,0.611559139784946,0.64720600500417,0.660425531914894,0.64
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104,6, low_bits_6, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.87790698 0.87209302 0.90116279 0.87647059 0.88235294],0.712280701754386,0.736842105263158,0.829593267882188,0.896634615384615,0.871495327102804,0.899532710280374,0.760233918128655,0.921985815602837,0.714465130023641,0.769230769230769,0.93984962406015,0.74953007518797,0.837891927951968,0.894586894586895,0.830580740111127
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102,6, low_bits_2, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.82386364 0.86931818 0.83333333 0.81034483 0.81034483],0.793814432989691,0.793814432989691,0.835851648351648,0.865232163080408,0.874141876430206,0.863844393592677,0.79020979020979,0.843283582089552,0.797437969388725,0.803921568627451,0.854166666666667,0.794430272108843,0.837966101694915,0.864335664335664,0.836351367930315
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.77350427 0.75641026 0.76923077 0.8034188  0.72413793],0.57840616966581,0.606683804627249,0.78879753340185,0.921008403361344,0.938356164383562,0.919520547945205,0.630630630630631,0.693069306930693,0.573807380738074,0.608695652173913,0.68,0.613364485981308,0.797037037037037,0.839750260145681,0.789418277280963
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.82474227 0.81443299 0.84020619 0.79896907 0.7628866 ],0.789473684210526,0.814241486068111,0.840965346534654,0.861439312567132,0.82680412371134,0.86701030927835,0.805714285714286,0.819767441860465,0.787367164638842,0.820359281437126,0.805882352941176,0.814705882352941,0.840866873065015,0.821039903264813,0.841445173432153
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svd,8,96,104,6, low_bits_4_shifted_2, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.88505747 0.87209302 0.8372093  0.88372093 0.88953488],0.731707317073171,0.672473867595819,0.844011142061281,0.938300349243306,0.935034802784223,0.938515081206496,0.749185667752443,0.782312925170068,0.730442176870748,0.678082191780822,0.712230215827338,0.673682675481237,0.84636488340192,0.860529986052999,0.844034116809531
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104,6, low_bits_4, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.79569892 0.74193548 0.78494624 0.70108696 0.74456522],0.74025974025974,0.74025974025974,0.750972762645914,0.783365570599613,0.874730021598272,0.758099352051836,0.760479041916168,0.835526315789474,0.741481106612685,0.745222929936306,0.795918367346939,0.742679680567879,0.771700356718193,0.851706036745407,0.752135069654755
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdn,16,42,58,12, low_bits_4_shifted_2, svdn,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.53611111 0.54189944 0.51396648 0.53631285 0.52513966],0.530821917808219,0.455479452054794,0.531144781144781,0.608612440191387,0.709821428571429,0.543526785714286,0.61624649859944,0.705128205128205,0.518005279034691,0.54178674351585,0.691176470588235,0.470588235294118,0.601288475304223,0.707070707070707,0.531144781144781
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63,12, low_bits_4, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.80681818 0.78125    0.74857143 0.80571429 0.79714286],0.659163987138264,0.688102893890675,0.862373737373737,0.929061784897025,0.925883694412771,0.929304446978335,0.690058479532164,0.786666666666667,0.66351966873706,0.723646723646724,0.788819875776398,0.684409937888199,0.866038508807866,0.88973063973064,0.862373737373737
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102,6, low_bits_3, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.81521739 0.83152174 0.77472527 0.84615385 0.83516484],0.782894736842105,0.779605263157895,0.838370565045992,0.87940234791889,0.901531728665208,0.87636761487965,0.769230769230769,0.748299319727891,0.781792971965856,0.768166089965398,0.74496644295302,0.778934834379736,0.837301587301587,0.840637450199203,0.838394147726389
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,924,308,308,0.6,0.2,0.2, [0.69892473 0.71505376 0.7173913  0.7173913  0.70108696],0.62987012987013,0.649350649350649,0.764935064935065,0.852631578947369,0.876623376623376,0.848484848484848,0.679775280898877,0.817567567567567,0.636908783783784,0.7,0.845637583892617,0.655523194462032,0.782713085234094,0.859025032938076,0.766260275752009
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104,6, low_bits_5, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.76923077 0.77777778 0.76111111 0.73333333 0.78333333],0.703333333333333,0.73,0.865512649800266,0.964989059080963,0.977827050997783,0.964523281596452,0.713826366559486,0.735099337748344,0.70312013867283,0.749226006191951,0.790849673202614,0.728758169934641,0.869509043927648,0.891390728476821,0.865374079097848
ensemble_model_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70,8, low_bits_5, svdne,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.9537037  0.92523364 0.93457944 0.89252336 0.89252336],0.686274509803922,0.619047619047619,0.854423292273236,0.988805970149254,0.988805970149254,0.988805970149254,0.746606334841629,0.846153846153846,0.669990503323837,0.682242990654206,0.834285714285714,0.623186813186813,0.866117404737384,0.928256070640177,0.853332580774634
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66,10, low_bits_5, svdn,1500,500,500,0.6,0.2,0.2, [0.61       0.63333333 0.61333333 0.59       0.61666667],0.561643835616438,0.534246575342466,0.595117845117845,0.631510416666667,0.646666666666667,0.622666666666667,0.542857142857143,0.525345622119816,0.561315344996559,0.550660792951542,0.565610859728507,0.533957503596972,0.600829875518672,0.609427609427609,0.595117845117845
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.80113636 0.80681818 0.80113636 0.71022727 0.81818182],0.78839590443686,0.791808873720137,0.85743519781719,0.905077262693157,0.931818181818182,0.902272727272727,0.797385620915033,0.772151898734177,0.789779653070792,0.771535580524345,0.746376811594203,0.789317438055166,0.85868830290737,0.862771739130435,0.857413266825491
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.85     0.825    0.828125 0.875    0.8375  ],0.713917525773196,0.688144329896907,0.885942760942761,0.975487115021999,0.97,0.975625,0.699186991869919,0.648241206030151,0.715654994549467,0.64306784660767,0.576719576719577,0.685344712982904,0.882122662026968,0.853535353535353,0.885942760942761
ensemble_model_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58,12, lab, svdne,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.97337278 0.97337278 0.96153846 0.94970414 0.96745562],0.795918367346939,0.822157434402332,0.932239057239057,0.982078853046595,0.972781065088757,0.982248520710059,0.82843137254902,0.976878612716763,0.794321659299558,0.847117794486216,0.994117647058824,0.823648418905134,0.935106811769448,0.976430976430976,0.932239057239057
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66,10, low_bits_4, svdne,1512,504,504,0.6,0.2,0.2, [0.83223684 0.83112583 0.86092715 0.84768212 0.83112583],0.604166666666667,0.590277777777778,0.807239057239057,0.927248677248677,0.927248677248677,0.927248677248677,0.610478359908884,0.603603603603604,0.604182754182754,0.600451467268623,0.633333333333333,0.591441441441441,0.808688387635756,0.814814814814815,0.807239057239057
ensemble_model_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104,8, lab, svdn,1260,420,420,0.6,0.2,0.2, [0.48412698 0.51587302 0.50396825 0.55555556 0.48412698],0.511904761904762,0.5,0.802380952380952,1,1,1,0.533029612756264,0.557142857142857,0.511904761904762,0.533333333333333,0.58252427184466,0.501542509754106,0.806886924150768,0.82887189292543,0.802481487259679
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104,6, low_bits_6, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.88709677 0.93010753 0.89784946 0.94565217 0.90217391],0.636363636363636,0.685064935064935,0.836575875486381,0.953912111468382,0.961123110151188,0.953563714902808,0.681818181818182,0.821917808219178,0.645526805344157,0.735694822888283,0.818181818181818,0.674825174825175,0.847457627118644,0.904392764857881,0.836310965762274
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.88028169 0.86971831 0.85815603 0.87234043 0.90780142],0.666666666666667,0.634819532908705,0.853140916808149,0.987968860580326,0.987270155586987,0.987977369165488,0.690335305719921,0.760869565217391,0.668816525347285,0.687272727272727,0.7875,0.631845238095238,0.859919028340081,0.902293967714528,0.853182607266933
svm_model_N4_B98_E102_nb_zones_10_lab_svd,4,98,102,10, lab, svd,1512,504,504,0.6,0.2,0.2, [0.90789474 0.89403974 0.92384106 0.90066225 0.91059603],0.849537037037037,0.844907407407407,0.893097643097643,0.920676202860858,0.936507936507936,0.919312169312169,0.851936218678815,0.89047619047619,0.850643500643501,0.854663774403471,0.887387387387387,0.843693693693694,0.895816242821985,0.919191919191919,0.893097643097643
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.825      0.86666667 0.82916667 0.86554622 0.83613445],0.670854271356784,0.675879396984925,0.825301204819277,0.925297113752122,0.911371237458194,0.926421404682274,0.717062634989201,0.864583333333333,0.677437297734628,0.707482993197279,0.8125,0.680521844660194,0.832853025936599,0.882892057026477,0.826099493859773
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svd,4,98,102, zones, low_bits_4_shifted_2, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.86752137 0.85042735 0.85897436 0.88888889 0.79310345],0.681233933161954,0.683804627249357,0.831449126413155,0.931414055884843,0.941780821917808,0.930650684931507,0.70048309178744,0.743589743589744,0.681073222310336,0.700729927007299,0.72,0.682751322751323,0.836490528414756,0.856996935648621,0.831290608465469
svm_model_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66,10, lab, svdne,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.97468354 0.98417722 0.98417722 0.98726115 0.99044586],0.76,0.7825,0.921717171717172,0.998097653772986,0.998730964467005,0.998096446700508,0.776744186046512,0.860824742268041,0.762936642978681,0.812095032397408,0.912621359223301,0.778475628065259,0.924696356275303,0.961279461279461,0.921717171717172
ensemble_model_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdne,26,37,63,10, low_bits_4_shifted_2, svdne,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.90909091 0.91608392 0.9020979  0.9084507  0.8943662 ],0.633684210526316,0.652631578947368,0.852272727272727,0.991525423728814,0.984572230014025,0.991584852734923,0.658823529411765,0.694214876033058,0.632515163338417,0.670658682634731,0.721030042918455,0.653903451211294,0.855377008652657,0.873737373737374,0.852272727272727
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104,6, low_bits_4, svd,882,294,294,0.6,0.2,0.2, [0.79213483 0.75       0.78977273 0.78977273 0.67045455],0.697278911564626,0.687074829931973,0.812244897959184,0.893854748603352,0.90702947845805,0.892290249433107,0.754820936639118,0.835365853658537,0.67922138836773,0.737142857142857,0.811320754716981,0.676030747728861,0.828358208955224,0.871727748691099,0.809801551399374
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svd,8,96,104,6, low_bits_4_shifted_2, svd,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.83       0.84       0.87878788 0.84848485 0.84343434],0.688821752265861,0.700906344410876,0.856280193236715,0.963709677419355,0.961770623742455,0.963782696177062,0.723860589812332,0.780346820809249,0.684477207872979,0.731707317073171,0.808383233532934,0.69992332408354,0.862745098039216,0.893667861409797,0.855869339740307
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.81818182 0.79081633 0.82653061 0.78061224 0.84183673],0.743119266055046,0.743119266055046,0.837408312958435,0.897489539748954,0.873727087576375,0.90020366598778,0.748502994011976,0.766871165644172,0.743191680383061,0.730769230769231,0.76,0.744406779661017,0.833957553058677,0.830845771144279,0.837297885572139
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102,6, low_bits_4, svdn,864,288,288,0.6,0.2,0.2, [0.48275862 0.47701149 0.52906977 0.49418605 0.54651163],0.506944444444444,0.486111111111111,0.511805555555555,0.580710659898477,0.662037037037037,0.521990740740741,0.56969696969697,0.635135135135135,0.503281853281853,0.54601226993865,0.631205673758865,0.489072224634535,0.571602681291895,0.650485436893204,0.511612676721984
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,882,294,294,0.6,0.2,0.2, [0.78651685 0.77272727 0.73863636 0.76136364 0.73295455],0.755102040816326,0.748299319727891,0.814285714285714,0.859977949283352,0.884353741496599,0.856009070294785,0.77639751552795,0.850340136054422,0.755102040816326,0.77710843373494,0.889655172413793,0.750196713723675,0.825112107623318,0.878581173260573,0.814460193143177
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.96153846 0.95       0.95769231 0.95769231 0.96538462],0.609699769053118,0.625866050808314,0.844875346260388,0.996162701458173,0.998461538461538,0.996153846153846,0.647181628392485,0.704545454545455,0.608141271873666,0.6625,0.732718894009217,0.625618706263868,0.851458885941645,0.885924563017479,0.844723171221437
ensemble_model_N26_B37_E63_nb_zones_12_lab_svd,26,37,63,12, lab, svd,1818,606,606,0.6,0.2,0.2, [0.97252747 0.97252747 0.97527473 0.97527473 0.98895028],0.741935483870968,0.806451612903226,0.946969696969697,1,1,1,0.779141104294479,0.927007299270073,0.745193790480107,0.835365853658537,0.964788732394366,0.803562249408862,0.949029126213592,0.987373737373737,0.946969696969697
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,930,310,310,0.6,0.2,0.2, [0.81182796 0.80645161 0.79032258 0.83333333 0.78494624],0.629032258064516,0.629032258064516,0.809677419354839,0.92880613362541,0.911827956989247,0.93010752688172,0.658753709198813,0.735099337748344,0.631700612270399,0.676056338028169,0.745341614906832,0.62434865980241,0.81619937694704,0.842985842985843,0.809591239733542
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102,8, low_bits_5, svdn,1080,360,360,0.6,0.2,0.2, [0.50462963 0.53703704 0.58796296 0.55555556 0.52777778],0.511111111111111,0.5,0.525,0.46054054054054,0.394444444444444,0.537962962962963,0.453416149068323,0.382198952879581,0.519501843303696,0.411764705882353,0.368421052631579,0.493734335839599,0.449452672247263,0.386917960088692,0.525307532382876
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104,8, low_bits_3, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.85964912 0.82300885 0.79646018 0.86725664 0.81858407],0.761273209549072,0.716180371352785,0.796924708377519,0.839378238341969,0.858657243816254,0.835689045936396,0.799107142857143,0.895,0.752584745762712,0.75058275058275,0.865591397849462,0.718136013060857,0.811793611793612,0.867647058823529,0.796243229625897
svm_model_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58,12, low_bits_2, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.83243243 0.78648649 0.82972973 0.83423913 0.82880435],0.8,0.773584905660377,0.814814814814815,0.831356369262506,0.873239436619718,0.822860238353196,0.774468085106383,0.722222222222222,0.796362909672262,0.770992366412214,0.726618705035971,0.776007765216398,0.819376026272578,0.84006734006734,0.814814814814815
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66,10, low_bits_6, svdn,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.63870968 0.62580645 0.63311688 0.63636364 0.63961039],0.528846153846154,0.5,0.765993265993266,0.90440251572327,0.931347150259067,0.901554404145078,0.568281938325991,0.611374407582938,0.527638423303664,0.541850220264317,0.6,0.501421800947867,0.77742193755004,0.817340067340067,0.765993265993266
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70,10, low_bits_3, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.70394737 0.63815789 0.71052632 0.63815789 0.68421053],0.707943925233645,0.661214953271028,0.840909090909091,0.92904073587385,0.930263157894737,0.928947368421053,0.700239808153477,0.72636815920398,0.708999057575558,0.672686230248307,0.656387665198238,0.661527165932452,0.841309823677582,0.843434343434343,0.840909090909091
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.86979167 0.87894737 0.9        0.91578947 0.85263158],0.753943217665615,0.712933753943218,0.867591424968474,0.956887486855941,0.955882352941176,0.956932773109244,0.783333333333333,0.875776397515528,0.751990762860328,0.70926517571885,0.755102040816326,0.71578631452581,0.870689655172414,0.901785714285714,0.867975151407197
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svd,26,37,63, zones, low_bits_2, svd,1782,594,594,0.6,0.2,0.2, [0.7877095  0.78370787 0.82022472 0.79213483 0.78932584],0.845117845117845,0.858585858585859,0.872053872053872,0.879732739420935,0.886644219977553,0.878787878787879,0.836879432624114,0.791946308724832,0.84529747868674,0.856164383561644,0.844594594594595,0.858538908035552,0.871729957805907,0.869528619528619,0.872053872053872
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58,12, low_bits_6, svdn,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.50564972 0.54237288 0.53107345 0.53693182 0.50852273],0.472131147540984,0.577049180327869,0.877946127946128,1,1,1,0.516516516516517,0.589041095890411,0.476910485052124,0.619469026548673,0.660377358490566,0.57333936417679,0.881050041017227,0.904040404040404,0.877946127946128
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.86092715 0.87417219 0.91059603 0.85761589 0.84437086],0.540415704387991,0.600461893764434,0.836279461279461,0.988674217188541,0.982781456953642,0.988741721854304,0.570194384449244,0.613953488372093,0.540921698314487,0.614699331848552,0.63302752293578,0.600234691700448,0.838789888106092,0.851851851851852,0.836279461279461
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svd,40,30,70,10, low_bits_4_shifted_2, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.94       0.91333333 0.90666667 0.92333333 0.93624161],0.587699316628702,0.57630979498861,0.84469696969697,0.998663101604278,0.997329773030708,0.998664886515354,0.651252408477842,0.800947867298578,0.59564937224578,0.661818181818182,0.798245614035088,0.567369252515174,0.856140350877193,0.924242424242424,0.84469696969697
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.75555556 0.84444444 0.73888889 0.73033708 0.76966292],0.657718120805369,0.620805369127517,0.814343163538874,0.93141592920354,0.939732142857143,0.930803571428571,0.7,0.798657718120805,0.657718120805369,0.658610271903323,0.767605633802817,0.627392560491152,0.824126984126984,0.878213802435724,0.814936914498074
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104,8, low_bits_2, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.77083333 0.7605042  0.73529412 0.80672269 0.81932773],0.788413098236776,0.801007556675063,0.811681772406848,0.834509803921569,0.89261744966443,0.822986577181208,0.796116504854369,0.82,0.788172588832487,0.81145584725537,0.85,0.800634517766497,0.822412155745489,0.869477911646586,0.81150663259097
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svd,8,96,104, zones, low_bits_4_shifted_2, svd,1034,344,344,0.600464576074332,0.199767711962834,0.199767711962834, [0.87980769 0.84134615 0.84951456 0.89320388 0.89320388],0.709302325581395,0.723837209302326,0.850174216027875,0.936936936936937,0.905222437137331,0.939071566731141,0.760765550239235,0.888268156424581,0.701709835788048,0.757033248081841,0.880952380952381,0.727408008658009,0.857300884955752,0.896990740740741,0.850010521885522
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svdn,16,42,58, zones, low_bits_4, svdn,1842,614,614,0.6,0.2,0.2, [0.53513514 0.53532609 0.54619565 0.52717391 0.49184783],0.524344569288389,0.550561797752809,0.886363636363636,0.987479586281981,0.984799131378936,0.987513572204126,0.548042704626335,0.606299212598425,0.528149606299213,0.577464788732394,0.585714285714286,0.548762654668167,0.88759367194005,0.897306397306397,0.886363636363636
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102,6, low_bits_2, svdn,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.60606061 0.5255102  0.4744898  0.52040816 0.54081633],0.556574923547401,0.452599388379205,0.525672371638142,0.561165048543689,0.588594704684318,0.539714867617108,0.561933534743202,0.607843137254902,0.559668695064233,0.455927051671732,0.46875,0.452937874251497,0.540828402366864,0.568407960199005,0.526391480099502
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102,6, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.56770833 0.53645833 0.55729167 0.49473684 0.51052632],0.506289308176101,0.509433962264151,0.803391959798995,1,1,1,0.516923076923077,0.531645569620253,0.506447784810127,0.518518518518519,0.525,0.509335443037975,0.804984423676012,0.811557788944724,0.803391959798995
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102,8, low_bits_6, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.50434783 0.5        0.5        0.5        0.56521739],0.459530026109661,0.511749347258486,0.52713987473904,0.485943775100402,0.420869565217391,0.554782608695652,0.385756676557863,0.336787564766839,0.460499045541314,0.402555910543131,0.329842931937173,0.511275632635253,0.449574726609963,0.385818561001043,0.52728754591327
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.83441558 0.7987013  0.83116883 0.83766234 0.81493506],0.820574162679426,0.811004784688995,0.859006734006734,0.880842659644503,0.868831168831169,0.882467532467532,0.848484848484848,0.976744186046512,0.815958299919807,0.830835117773019,0.955665024630542,0.815041814640852,0.864973800886739,0.903198653198653,0.859006734006734
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66,12, low_bits_3, svd,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.8368984  0.86096257 0.81989247 0.83064516 0.7983871 ],0.82421875,0.8359375,0.848905723905724,0.860798362333675,0.902360515021459,0.854077253218884,0.814814814814815,0.853448275862069,0.826724137931035,0.851063829787234,0.857142857142857,0.833743842364532,0.855183541750706,0.892255892255892,0.848905723905724
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104,6, low_bits_5, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.52150538 0.51075269 0.51612903 0.52150538 0.45108696],0.508090614886731,0.475728155339806,0.594437257438551,0.625149700598803,0.5625,0.662715517241379,0.47945205479452,0.440251572327044,0.510125786163522,0.429577464788732,0.383647798742138,0.478490566037736,0.555634301913536,0.501278772378517,0.595534674147373
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58,12, low_bits_3, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.78453039 0.82044199 0.83333333 0.76944444 0.81388889],0.839160839160839,0.821678321678322,0.851430976430976,0.864406779661017,0.904656319290466,0.858093126385809,0.835714285714286,0.785234899328859,0.841522559153481,0.796812749003984,0.72992700729927,0.817983637877823,0.854071930549814,0.869528619528619,0.851430976430976
ensemble_model_v2_N40_B30_E70_nb_zones_8_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,1164,388,388,0.6,0.2,0.2, [0.91880342 0.8974359  0.93103448 0.92672414 0.92241379],0.664948453608247,0.533505154639175,0.827835051546392,0.979947689625109,0.965635738831615,0.980240549828179,0.729166666666667,0.879396984924623,0.659275212039031,0.617336152219873,0.802197802197802,0.549157153526086,0.840952380952381,0.916926272066459,0.828473371447764
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdn,32,34,66,10, low_bits_4_shifted_2, svdn,1434,478,478,0.6,0.2,0.2, [0.64583333 0.62152778 0.60839161 0.63286713 0.6048951 ],0.498938428874735,0.526539278131635,0.805555555555556,0.997906489881368,0.99721059972106,0.997907949790795,0.51440329218107,0.536480686695279,0.499332780322429,0.554890219560878,0.584033613445378,0.525922386121831,0.809090909090909,0.824074074074074,0.805555555555555
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdn,4,98,102,8, low_bits_4_shifted_2, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.50826446 0.51652893 0.51652893 0.50413223 0.45416667],0.470149253731343,0.492537313432836,0.50844930417495,0.452107279693487,0.390728476821192,0.526490066225166,0.379008746355685,0.30952380952381,0.477678571428571,0.423728813559322,0.390625,0.488169642857143,0.431935669155658,0.37375745526839,0.50844930417495
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svdn,8,96,104, zones, lab, svdn,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.56147541 0.52868852 0.46721311 0.54508197 0.5204918 ],0.507389162561576,0.497536945812808,0.792814960629921,0.986099754701553,0.988524590163934,0.986065573770492,0.504950495049505,0.497560975609756,0.50748695546657,0.487437185929648,0.497435897435898,0.497533114594726,0.792098765432099,0.794059405940594,0.79282226657108
ensemble_model_N4_B98_E102_nb_zones_10_lab_svd,4,98,102,10, lab, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.90909091 0.9025974  0.87337662 0.90909091 0.87337662],0.870813397129187,0.866028708133971,0.916666666666667,0.943517329910141,0.954545454545455,0.942857142857143,0.876146788990826,0.931707317073171,0.871956944921562,0.875,0.92018779342723,0.864971945494103,0.918918918918919,0.944444444444444,0.916666666666667
ensemble_model_N40_B30_E70_nb_zones_10_lab_svd,40,30,70,10, lab, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.99025974 0.98701299 0.99675325 0.99350649 0.98701299],0.796650717703349,0.779904306220096,0.92550505050505,1,1,1,0.825462012320329,0.957142857142857,0.795879120879121,0.807531380753138,0.927884615384615,0.780608974358974,0.92934131736527,0.97979797979798,0.92550505050505
ensemble_model_v2_N16_B42_E58_nb_zones_12_lab_svdne,16,42,58, zones, lab, svdne,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.96153846 0.95857988 0.97916667 0.94940476 0.97321429],0.803468208092485,0.777456647398844,0.936026936026936,0.995835812016657,0.994061757719715,0.9958432304038,0.835748792270531,0.955801104972375,0.796082370668006,0.807980049875312,0.981818181818182,0.786489201406329,0.939102564102564,0.986531986531986,0.936026936026936
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104,6, low_bits_6, svdn,990,330,330,0.6,0.2,0.2, [0.52020202 0.51515152 0.47474747 0.51515152 0.52020202],0.496969696969697,0.536363636363636,0.526666666666667,0.393700787401575,0.303030303030303,0.533333333333333,0.28448275862069,0.210191082802548,0.48370825816428,0.435424354243542,0.329608938547486,0.555532946094935,0.382608695652174,0.29121540312876,0.528391584348263
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102,8, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.46638655 0.47478992 0.47058824 0.50420168 0.46610169],0.462121212121212,0.52020202020202,0.796464646464646,1,1,1,0.476658476658477,0.485,0.461887755102041,0.505208333333333,0.515957446808511,0.519997954173486,0.796361798888327,0.80244399185336,0.796512577089005
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdn,8,96,104,6, low_bits_4_shifted_2, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.4375     0.54545455 0.53409091 0.55113636 0.52873563],0.513698630136986,0.5,0.766073871409029,0.938914027149321,0.945330296127563,0.938496583143508,0.553459119496855,0.560509554140127,0.509884406699693,0.506756756756757,0.483870967741936,0.501059571462209,0.771695594125501,0.769640479360852,0.765973544884364
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104,6, low_bits_4, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.48947368 0.59473684 0.46808511 0.52659574 0.46808511],0.550955414012739,0.455414012738854,0.801526717557252,1,1,1,0.560747663551402,0.573248407643312,0.550955414012739,0.483383685800604,0.479041916167665,0.453806672369547,0.804511278195489,0.806532663316583,0.801462207946951
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104,8, low_bits_3, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.688      0.74       0.732      0.78225806 0.75806452],0.812048192771084,0.831325301204819,0.830443159922929,0.844036697247706,0.886035313001605,0.836276083467095,0.833333333333333,0.984848484848485,0.819613182516408,0.851063829787234,0.970873786407767,0.832326845356993,0.843276936776492,0.922103213242453,0.831404323494439
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102,6, low_bits_2, svdn,802,267,267,0.600299401197605,0.199850299401198,0.199850299401198, [0.50617284 0.55       0.51875    0.45625    0.4875    ],0.464419475655431,0.445692883895131,0.782185628742515,1,1,1,0.487455197132617,0.511278195488722,0.464594321624958,0.403225806451613,0.37593984962406,0.445432611379194,0.781038374717833,0.778110944527736,0.782179538033674
ensemble_model_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66,10, lab, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.97986577 0.98657718 0.98322148 0.98322148 0.98657718],0.817155756207675,0.869074492099323,0.938552188552189,0.995323981295925,1,0.995302013422819,0.822757111597374,0.839285714285714,0.81690313111546,0.869369369369369,0.881278538812785,0.869210697977821,0.939115929941618,0.947811447811448,0.938552188552188
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102,8, low_bits_3, svd,1338,446,446,0.6,0.2,0.2, [0.75       0.75373134 0.75746269 0.79104478 0.80075188],0.856502242152466,0.766816143497758,0.788789237668161,0.790890269151139,0.856502242152466,0.773542600896861,0.874015748031496,0.921161825726141,0.850824815302095,0.779661016949152,0.888888888888889,0.774988377498838,0.806093042404282,0.87645478961504,0.788631707475984
svm_model_N16_B92_E108_nb_zones_4_lab_svd,16,92,108,4, lab, svd,516,172,172,0.6,0.2,0.2, [0.96153846 0.99038462 0.97115385 0.96078431 0.98039216],0.883720930232558,0.918604651162791,0.952325581395349,0.986512524084778,0.992248062015504,0.986434108527132,0.89010989010989,0.880434782608696,0.883967391304348,0.919540229885058,0.963855421686747,0.920129958034385,0.953142857142857,0.963048498845266,0.952250244738792
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,986,328,328,0.600487210718636,0.199756394640682,0.199756394640682, [0.5        0.57575758 0.46969697 0.49489796 0.48469388],0.5,0.481707317073171,0.788063337393423,0.985858585858586,0.989858012170385,0.98580121703854,0.503030303030303,0.528662420382166,0.501173315454241,0.487951807228916,0.50625,0.482291666666667,0.789346246973366,0.804938271604938,0.788286443494777
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66,10, low_bits_4, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.81612903 0.84516129 0.8516129  0.82142857 0.81818182],0.693975903614458,0.674698795180723,0.867424242424242,0.965562053281352,0.961190168175938,0.965717981888745,0.734864300626305,0.838095238095238,0.692218350754936,0.712153518123667,0.814634146341463,0.676364692218351,0.873341375150784,0.914141414141414,0.867424242424242
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104,8, low_bits_2, svd,1242,414,414,0.6,0.2,0.2, [0.808      0.81451613 0.81451613 0.81854839 0.84677419],0.770531400966184,0.770531400966184,0.823188405797101,0.862284820031299,0.887278582930757,0.85829307568438,0.782608695652174,0.868020304568528,0.775023977169057,0.795698924731183,0.906862745098039,0.772478991596639,0.832110091743119,0.88747553816047,0.823985860683288
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104,6, low_bits_5, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.54395604 0.53846154 0.5        0.49450549 0.53296703],0.471947194719472,0.478547854785479,0.79023746701847,1,1,1,0.466666666666667,0.49645390070922,0.473535592329919,0.443661971830986,0.4375,0.476611635220126,0.78714859437751,0.794594594594595,0.790338534410699
svm_model_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104,8, lab, svdne,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.9488189  0.90551181 0.94094488 0.93307087 0.8968254 ],0.893364928909953,0.907582938388626,0.928030303030303,0.946540880503145,0.949526813880126,0.946372239747634,0.898419864559819,0.912844036697248,0.892696528152545,0.905569007263922,0.916666666666667,0.907874617737003,0.928571428571429,0.935606060606061,0.928030303030303
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70,10, low_bits_2, svdn,1482,494,494,0.6,0.2,0.2, [0.65436242 0.62162162 0.62162162 0.63851351 0.64189189],0.633109619686801,0.626398210290828,0.825757575757576,0.943881000676133,0.941970310391363,0.943994601889339,0.646551724137931,0.688073394495413,0.634429710348143,0.646934460887949,0.668122270742358,0.625345539040904,0.82864238410596,0.842592592592593,0.825757575757576
ensemble_model_v2_N26_B37_E63_nb_zones_10_low_bits_4_shifted_2_svdne,26,37,63, zones, low_bits_4_shifted_2, svdne,1536,512,512,0.6,0.2,0.2, [0.91233766 0.89935065 0.8961039  0.89869281 0.91830065],0.614285714285714,0.604761904761905,0.848905723905724,0.97953795379538,0.966145833333333,0.979817708333333,0.676,0.800947867298578,0.613392593936371,0.67578125,0.827751196172249,0.60581872604821,0.857934309457855,0.912457912457912,0.848905723905724
ensemble_model_N16_B92_E108_nb_zones_4_lab_svd,16,92,108,4, lab, svd,582,194,194,0.6,0.2,0.2, [0.94915254 0.89655172 0.96551724 0.9137931  0.89655172],0.896907216494845,0.88659793814433,0.931958762886598,0.957597173144876,0.93127147766323,0.958762886597938,0.915254237288135,0.931034482758621,0.888594164456233,0.884210526315789,0.884210526315789,0.886549707602339,0.933467741935484,0.922310756972112,0.932309224639902
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102,8, low_bits_6, svdn,1182,394,394,0.6,0.2,0.2, [0.42857143 0.50847458 0.45338983 0.46610169 0.5       ],0.49238578680203,0.489847715736041,0.796446700507614,1,1,1,0.46524064171123,0.483333333333333,0.491666666666667,0.496240601503759,0.5,0.489795918367347,0.794884910485934,0.801857585139319,0.796533188174055
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63,12, low_bits_3, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.56779661 0.60451977 0.62429379 0.59887006 0.57670455],0.516447368421053,0.569078947368421,0.596801346801347,0.622641509433962,0.634615384615385,0.615384615384615,0.518032786885246,0.537414965986395,0.517115126305299,0.59190031152648,0.605095541401274,0.567853893149616,0.605436573311367,0.618686868686869,0.596801346801347
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104,6, low_bits_6, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.53448276 0.45930233 0.48255814 0.54651163 0.48837209],0.498257839721254,0.501742160278746,0.800139275766017,1,1,1,0.535483870967742,0.553333333333333,0.495644768856448,0.508591065292096,0.54014598540146,0.503406326034063,0.803827751196172,0.818941504178273,0.800139275766017
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58,12, low_bits_5, svdn,1764,588,588,0.6,0.2,0.2, [0.52542373 0.51977401 0.5        0.53693182 0.51420455],0.5,0.513071895424837,0.872053872053872,0.998864926220204,0.997732426303855,0.998866213151928,0.501628664495114,0.503267973856209,0.5,0.532915360501568,0.555555555555556,0.513071895424837,0.872696817420435,0.877104377104377,0.872053872053872
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63,12, low_bits_4, svd,1740,580,580,0.6,0.2,0.2, [0.8362069  0.78735632 0.77586207 0.80172414 0.82183908],0.672955974842767,0.716981132075472,0.881313131313131,0.949599083619702,0.952873563218391,0.949425287356322,0.666666666666667,0.670967741935484,0.672907183851178,0.71875,0.705521472392638,0.717276865228577,0.881412952060555,0.882154882154882,0.881313131313131
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70,10, low_bits_6, svd,1416,472,472,0.6,0.2,0.2, [0.93661972 0.92605634 0.92605634 0.91843972 0.92198582],0.514830508474576,0.565677966101695,0.811864406779661,0.992897727272727,0.98728813559322,0.992937853107345,0.623973727422003,0.808510638297872,0.516069665140497,0.65195246179966,0.817021276595744,0.566738486399138,0.829623944742901,0.917657045840407,0.812043412937124
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,918,306,306,0.6,0.2,0.2, [0.47826087 0.47826087 0.48913043 0.54347826 0.52747253],0.493464052287582,0.529411764705882,0.799346405228758,0.991323210412148,0.995642701525054,0.991285403050109,0.520123839009288,0.567567567567568,0.49580910023948,0.560975609756098,0.56441717791411,0.5269638337123,0.804831532104259,0.822077922077922,0.799196855775803
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104,6, low_bits_4, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.54945055 0.51098901 0.53888889 0.50555556 0.50555556],0.518272425249169,0.491694352159468,0.802124833997344,1,1,1,0.511784511784512,0.484076433121019,0.519815994338287,0.451612903225807,0.425675675675676,0.490615615615616,0.798648648648649,0.780713342140026,0.802239181083364
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdn,4,98,102,8, low_bits_4_shifted_2, svdn,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.5   0.5   0.508 0.48  0.504],0.442307692307692,0.475961538461538,0.783861671469741,1,1,1,0.439613526570048,0.435406698564593,0.442341030441717,0.475961538461538,0.469194312796209,0.476060571032251,0.783653846153846,0.779904306220096,0.783876936138013
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svd,16,92,108, zones, lab, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.9047619  0.8968254  0.91269841 0.91269841 0.89516129],0.870813397129187,0.842105263157895,0.916826003824092,0.955665024630542,0.926751592356688,0.957006369426752,0.862944162436548,0.965909090909091,0.883780991735537,0.859574468085106,0.935185185185185,0.838879721305464,0.9164265129683,0.935294117647059,0.917273924495171
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66,10, low_bits_5, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.61409396 0.5738255  0.60135135 0.56756757 0.56756757],0.605381165919282,0.591928251121076,0.824074074074074,0.959404600811908,0.955525606469002,0.959568733153639,0.580952380952381,0.570093457943925,0.604012246213342,0.597345132743363,0.581896551724138,0.592350145020947,0.822127659574468,0.813131313131313,0.824074074074074
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdn,8,96,104,6, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.47395833 0.42708333 0.47894737 0.48947368 0.46842105],0.5,0.5,0.8,1,1,1,0.495238095238095,0.52,0.501071428571428,0.539130434782609,0.547058823529412,0.496502384737679,0.802973977695167,0.813048933500627,0.799967089701133
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svd,4,98,102, zones, lab, svd,1470,490,490,0.6,0.2,0.2, [0.8877551  0.86054422 0.89115646 0.91496599 0.9047619 ],0.858719646799117,0.865342163355408,0.912878787878788,0.944669365721997,0.952380952380952,0.94421768707483,0.866666666666667,0.920353982300885,0.858855405247359,0.873180873180873,0.92511013215859,0.865209933335932,0.915268112975849,0.941077441077441,0.912878787878788
svm_model_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102,6, low_bits_4, svdne,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.79473684 0.75789474 0.76315789 0.72631579 0.72631579],0.598101265822785,0.639240506329114,0.70417193426043,0.775024777006937,0.823157894736842,0.761052631578947,0.642253521126761,0.75,0.603658536585366,0.710659898477157,0.823529411764706,0.624093473005641,0.733788395904437,0.809284818067754,0.703368523683559
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,1146,382,382,0.6,0.2,0.2, [0.52608696 0.50869565 0.50434783 0.51754386 0.46929825],0.547120418848168,0.507853403141361,0.808900523560209,0.99650959860384,0.99650959860384,0.99650959860384,0.536193029490617,0.510204081632653,0.548112793504498,0.527638190954774,0.517241379310345,0.50722404161048,0.809598330725091,0.798353909465021,0.809091666886028
ensemble_model_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104,8, lab, svdne,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.91596639 0.95378151 0.9279661  0.90677966 0.8940678 ],0.857868020304568,0.901015228426396,0.926977687626775,0.958649789029536,0.959459459459459,0.958614864864865,0.847826086956522,0.866666666666667,0.858566978193146,0.910755148741419,0.956730769230769,0.897720223325062,0.927638190954774,0.941836734693878,0.927067560895326
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.85344828 0.82758621 0.86637931 0.79130435 0.82173913],0.763636363636364,0.776623376623377,0.834890965732087,0.881612090680101,0.908304498269896,0.8780276816609,0.767263427109974,0.793650793650794,0.764172335600907,0.781725888324873,0.793814432989691,0.776488368327306,0.839068825910931,0.86264308012487,0.834948483067616
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70,10, low_bits_4, svdn,1518,506,506,0.6,0.2,0.2, [0.68092105 0.67763158 0.62171053 0.68421053 0.64900662],0.652680652680653,0.673659673659674,0.669612794612795,0.686075949367089,0.714097496706192,0.673254281949934,0.679569892473118,0.748815165876777,0.654224096699856,0.695652173913044,0.73394495412844,0.672659680855689,0.686626746506986,0.723905723905724,0.669612794612794
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102,8, low_bits_3, svd,1188,396,396,0.6,0.2,0.2, [0.84453782 0.87815126 0.87394958 0.83613445 0.88135593],0.755050505050505,0.75,0.858585858585859,0.93046357615894,0.946127946127946,0.929292929292929,0.768496420047733,0.755868544600939,0.754983452628338,0.737400530503979,0.712820512820513,0.749445082280903,0.860279441117764,0.860279441117764,0.858565078432093
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58,12, low_bits_2, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.81693989 0.78142077 0.80874317 0.79120879 0.81318681],0.854545454545455,0.807272727272727,0.859427609427609,0.870499731327243,0.887185104052574,0.868017524644031,0.86013986013986,0.866197183098591,0.854151223128243,0.808664259927798,0.842105263157895,0.808376575240919,0.862211221122112,0.87962962962963,0.859427609427609
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svd,26,37,63, zones, lab, svd,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.98055556 0.98044693 0.96927374 0.98044693 0.98324022],0.818493150684932,0.828767123287671,0.956228956228956,0.999441652707984,0.998883928571429,0.999441964285714,0.832807570977918,0.910344827586207,0.819117992024396,0.842767295597484,0.91156462585034,0.828196106028618,0.957131079967024,0.977272727272727,0.956228956228956
svm_model_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102,6, low_bits_2, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.88297872 0.83333333 0.84408602 0.85483871 0.83333333],0.77741935483871,0.796774193548387,0.82409793814433,0.856561546286877,0.90343347639485,0.848712446351931,0.780952380952381,0.788461538461538,0.777347652347652,0.783505154639175,0.786206896551724,0.796133751306165,0.828193832599119,0.857887874837027,0.824485338692399
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1018,339,339,0.600235849056604,0.199882075471698,0.199882075471698, [0.48039216 0.45588235 0.44117647 0.53921569 0.46534653],0.451327433628319,0.471976401179941,0.783608490566038,0.99803536345776,0.99803536345776,0.99803536345776,0.425925925925926,0.41566265060241,0.450605891775193,0.514905149051491,0.545977011494253,0.469958202716823,0.785505552308591,0.791519434628975,0.783599150608466
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63,12, low_bits_6, svd,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.87096774 0.87634409 0.88172043 0.8844086  0.84054054],0.594594594594595,0.590733590733591,0.901936026936027,0.988172043010753,0.989235737351991,0.988159311087191,0.615384615384615,0.641221374045801,0.594048187022901,0.621428571428571,0.6796875,0.591752146946565,0.903439701616245,0.917508417508418,0.901936026936027
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdn,16,42,58,12, low_bits_4_shifted_2, svdn,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.5359116  0.50277778 0.59166667 0.54166667 0.51111111],0.533101045296167,0.526132404181185,0.886363636363636,1,1,1,0.514492753623188,0.514492753623188,0.532414162046493,0.531034482758621,0.516778523489933,0.526505203773952,0.88597972972973,0.882996632996633,0.886363636363636
svm_model_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108,4, lab, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.609375   0.53968254 0.50793651 0.62698413 0.56349206],0.428571428571429,0.50952380952381,0.605513307984791,0.712574850299401,0.753164556962025,0.69620253164557,0.433962264150943,0.522727272727273,0.441691505216095,0.572614107883817,0.644859813084112,0.506895925959532,0.629794826048171,0.690802348336595,0.607878068807854
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.82627119 0.8559322  0.81196581 0.81623932 0.8034188 ],0.797953964194373,0.782608695652174,0.839979550102249,0.875104777870914,0.889267461669506,0.873083475298126,0.802005012531328,0.842105263157895,0.799162084315266,0.803695150115473,0.828571428571429,0.778926598263615,0.845432098765432,0.867274569402229,0.839726035991104
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.48901099 0.56593407 0.51666667 0.54444444 0.51666667],0.561461794019934,0.485049833887043,0.800132802124834,0.984547461368654,0.986725663716814,0.984513274336283,0.535211267605634,0.527777777777778,0.560067232837934,0.488448844884488,0.45398773006135,0.487863430248066,0.798392498325519,0.785243741765481,0.800252392971094
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svd,40,30,70,10, low_bits_4_shifted_2, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.92567568 0.89864865 0.91216216 0.91891892 0.89864865],0.676339285714286,0.709821428571429,0.874158249158249,0.983539094650206,0.968918918918919,0.983783783783784,0.715127701375246,0.842592592592593,0.682072158365262,0.753787878787879,0.857758620689655,0.704342273307791,0.880160320641283,0.924242424242424,0.874158249158249
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102,6, low_bits_4, svdne,864,288,288,0.6,0.2,0.2, [0.71264368 0.74712644 0.75       0.76744186 0.8255814 ],0.694444444444444,0.638888888888889,0.754861111111111,0.822491730981257,0.863425925925926,0.813657407407407,0.692307692307692,0.738805970149254,0.697325062996705,0.636363636363636,0.623287671232877,0.639108624348833,0.76132521974307,0.790730337078652,0.755255278429436
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.71768707 0.71428571 0.70408163 0.64726027 0.70205479],0.674725274725275,0.694505494505494,0.819023569023569,0.903703703703703,0.915416098226466,0.902455661664393,0.705179282868526,0.740585774058577,0.671218812955215,0.708595387840671,0.782407407407407,0.698735084456842,0.825487012987013,0.856060606060606,0.819023569023569
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.51123596 0.5        0.46067416 0.5        0.48295455],0.515254237288136,0.494915254237288,0.794037940379404,0.986425339366516,0.984198645598194,0.986455981941309,0.508591065292096,0.54014598540146,0.516908435738705,0.484429065743945,0.472972972972973,0.494989887847031,0.792349726775956,0.796703296703297,0.794073573485338
ensemble_model_v2_N32_B34_E66_nb_zones_10_lab_svdne,32,34,66, zones, lab, svdne,1464,488,488,0.6,0.2,0.2, [0.95918367 0.97959184 0.97260274 0.9760274  0.97260274],0.804824561403509,0.767543859649123,0.917508417508418,0.999316473000684,0.998633879781421,0.99931693989071,0.825147347740668,0.905172413793103,0.80303263546798,0.78714859437751,0.875,0.769396551724138,0.920647773279352,0.957070707070707,0.917508417508418
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_3_svdne,16,42,58, zones, low_bits_3, svdne,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.79545455 0.80681818 0.80681818 0.80397727 0.77272727],0.795454545454545,0.811688311688312,0.861531986531987,0.884444444444445,0.904545454545454,0.881818181818182,0.814159292035398,0.841463414634146,0.792259485094851,0.804054054054054,0.826388888888889,0.812584688346883,0.864887063655031,0.886363636363636,0.861531986531987
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58,12, low_bits_4, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.8038674  0.78176796 0.8        0.78333333 0.78333333],0.678321678321678,0.653846153846154,0.765151515151515,0.808555033907147,0.85920177383592,0.796563192904656,0.714285714285714,0.793103448275862,0.676693568109562,0.675409836065574,0.730496453900709,0.654903399364148,0.780660377358491,0.835858585858586,0.765151515151515
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49166667 0.46218487 0.44537815 0.49579832 0.46638655],0.486146095717884,0.526448362720403,0.796576032225579,0.989966555183946,0.993288590604027,0.98993288590604,0.497536945812808,0.526041666666667,0.487411077235772,0.53,0.514563106796116,0.526915061251461,0.798201798201798,0.803822937625755,0.796568726877393
ensemble_model_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108,4, lab, svdn,522,174,174,0.6,0.2,0.2, [0.5        0.54807692 0.625      0.56730769 0.625     ],0.597701149425287,0.626436781609195,0.844827586206896,1,1,1,0.611111111111111,0.647058823529412,0.59881031064111,0.663212435233161,0.695652173913043,0.622216330858961,0.849162011173184,0.867579908675799,0.844669583967529
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdn,8,96,104, zones, low_bits_4_shifted_2, svdn,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.50531915 0.42553191 0.47340426 0.44680851 0.46774194],0.44551282051282,0.458333333333333,0.779769526248399,0.997872340425532,1,0.997867803837953,0.443729903536978,0.453947368421053,0.445723684210526,0.427118644067797,0.425675675675676,0.456740276862228,0.777490297542044,0.781534460338101,0.779796233952153
svm_model_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102,8, low_bits_5, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.71428571 0.72321429 0.67857143 0.70982143 0.74774775],0.67741935483871,0.71236559139785,0.727175080558539,0.762869198312236,0.808586762075134,0.74865831842576,0.711538461538462,0.766839378238342,0.67392248241526,0.73838630806846,0.82967032967033,0.714835164835165,0.74726368159204,0.80406852248394,0.72692650262128
ensemble_model_v2_N8_B96_E104_nb_zones_8_lab_svdne,8,96,104, zones, lab, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.91860465 0.89453125 0.90234375 0.93359375 0.88671875],0.852459016393443,0.857142857142857,0.913389513108614,0.952231793265466,0.948517940717629,0.952418096723869,0.853146853146853,0.901477832512315,0.854756773399015,0.867102396514161,0.884444444444445,0.855588558855886,0.914549653579677,0.926099158091674,0.913377601538808
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66,10, low_bits_6, svdn,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.63607595 0.65189873 0.59872611 0.61464968 0.59872611],0.536159600997506,0.506234413965087,0.833754208754209,0.993051168667088,0.998729351969504,0.993011435832274,0.592105263157895,0.645933014354067,0.531299840510367,0.533018867924528,0.588541666666667,0.509581838118022,0.839626471782379,0.87037037037037,0.833754208754209
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70,10, low_bits_5, svd,1488,496,496,0.6,0.2,0.2, [0.86241611 0.87583893 0.88255034 0.88590604 0.88513514],0.666666666666667,0.650900900900901,0.870791245791246,0.997308209959623,0.995967741935484,0.997311827956989,0.741258741258741,0.929824561403509,0.659356725146199,0.722719141323792,0.935185185185185,0.658382066276803,0.882690103171571,0.972222222222222,0.870791245791246
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdn,4,98,102, zones, low_bits_4_shifted_2, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.50434783 0.47826087 0.49565217 0.46086957 0.4826087 ],0.516971279373368,0.485639686684073,0.795929018789144,0.992194275802255,0.994782608695652,0.992173913043478,0.484679665738162,0.47027027027027,0.515438165438165,0.50126582278481,0.482926829268293,0.485845437106056,0.794965915049816,0.785492227979275,0.796005840593213
svm_model_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104,6, low_bits_5, svdne,960,320,320,0.6,0.2,0.2, [0.81770833 0.80208333 0.80208333 0.77604167 0.83854167],0.659375,0.6875,0.810625,0.898924731182796,0.870833333333333,0.902083333333333,0.664615384615385,0.683544303797468,0.659673386466635,0.695121951219512,0.754966887417219,0.691092911164231,0.808591282375237,0.811153358681876,0.810632166393959
svm_model_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104,6, low_bits_6, svdne,888,296,296,0.6,0.2,0.2, [0.83707865 0.82022472 0.87640449 0.78651685 0.82954545],0.773648648648649,0.810810810810811,0.843243243243243,0.874279123414071,0.853603603603604,0.877252252252252,0.764912280701754,0.698717948717949,0.777930402930403,0.791044776119403,0.736111111111111,0.808845029239766,0.836619718309859,0.798387096774194,0.843487026647966
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108,4, low_bits_3, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.79166667 0.76666667 0.81666667 0.825      0.78813559],0.819095477386935,0.78894472361809,0.801204819277108,0.820359281437126,0.916387959866221,0.79933110367893,0.842105263157895,0.80672268907563,0.822111344537815,0.783505154639175,0.775510204081633,0.788745201050717,0.818348623853211,0.864341085271318,0.798837209302326
ensemble_model_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102,6, low_bits_2, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.80978261 0.77717391 0.86413043 0.80434783 0.82608696],0.748366013071895,0.76797385620915,0.807441253263707,0.845750262329486,0.876086956521739,0.840217391304348,0.783098591549296,0.920529801324503,0.750587481307413,0.786786786786787,0.873333333333333,0.77,0.82023156611822,0.884362680683311,0.807940095205469
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104,6, low_bits_4, svdne,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.83333333 0.8313253  0.84939759 0.84939759 0.80120482],0.635379061371841,0.628158844765343,0.759018759018759,0.845971563981043,0.858173076923077,0.84375,0.664451827242525,0.72463768115942,0.635700135543739,0.636042402826855,0.625,0.62828947368421,0.766106442577031,0.783667621776504,0.758839624841741
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63,12, low_bits_5, svd,1894,631,631,0.600126742712294,0.199936628643853,0.199936628643853, [0.86315789 0.86578947 0.84656085 0.84126984 0.84391534],0.622406639004149,0.601659751037344,0.899410774410774,0.972369819341126,0.966209081309398,0.972544878563886,0.671480144404332,0.801724137931034,0.628862068965517,0.684210526315789,0.832,0.592724137931034,0.902963865205034,0.936026936026936,0.899410774410774
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svdn,16,92,108, zones, lab, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.51754386 0.50877193 0.5877193  0.64912281 0.63392857],0.55026455026455,0.555555555555556,0.806553911205074,0.975609756097561,0.985915492957746,0.975352112676056,0.611872146118722,0.62037037037037,0.53858024691358,0.5625,0.606741573033708,0.558370786516854,0.814213197969543,0.833679833679834,0.806087228667874
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1022,340,340,0.600470035252644,0.199764982373678,0.199764982373678, [0.80097087 0.81372549 0.79411765 0.7745098  0.7745098 ],0.673529411764706,0.629411764705882,0.780846063454759,0.865346534653465,0.855185909980431,0.86692759295499,0.631229235880399,0.590062111801242,0.669332731878275,0.611111111111111,0.538043478260869,0.637611482720178,0.771865443425076,0.73714953271028,0.781104317182563
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104,8, low_bits_3, svdn,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.47807018 0.5        0.5        0.54424779 0.50884956],0.5,0.521164021164021,0.514799154334038,0.558064516129032,0.609154929577465,0.517605633802817,0.516624040920716,0.577142857142857,0.505320197044335,0.555282555282555,0.60752688172043,0.522513440860215,0.549558390578999,0.602798708288482,0.516352625172279
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdn,32,34,66, zones, low_bits_4_shifted_2, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.62416107 0.59060403 0.55405405 0.56756757 0.62837838],0.535874439461883,0.520179372197309,0.800505050505051,0.964690206528981,0.975741239892183,0.964285714285714,0.581818181818182,0.63716814159292,0.534493161705551,0.557851239669422,0.613636363636364,0.521419951729686,0.808870967741936,0.844276094276094,0.80050505050505
svm_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdne,8,96,104,6, low_bits_4_shifted_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.86458333 0.86979167 0.88020833 0.88947368 0.83157895],0.735849056603773,0.735849056603773,0.827889447236181,0.888888888888889,0.887029288702929,0.889121338912134,0.740740740740741,0.745341614906832,0.73572813229418,0.734177215189873,0.789115646258503,0.739587062895334,0.82810539523212,0.839694656488549,0.828035913852215
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108,4, low_bits_3, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.88333333 0.825      0.9        0.8        0.87288136],0.78894472361809,0.768844221105528,0.863453815261044,0.918367346938775,0.903010033444816,0.919732441471572,0.771739130434783,0.731958762886598,0.787548008894279,0.76530612244898,0.742574257425743,0.769246312386341,0.859504132231405,0.837022132796781,0.863400845957509
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svd,40,30,70, zones, lab, svd,1640,546,546,0.600292825768668,0.199853587115666,0.199853587115666, [0.99695122 1.         0.99390244 1.         0.98780488],0.703804347826087,0.771739130434783,0.918771043771044,1,1,1,0.733496332518337,0.789473684210526,0.700916617386162,0.785714285714286,0.865168539325843,0.774689532820816,0.920934043424826,0.946127946127946,0.918771043771044
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svdn,16,42,58, zones, low_bits_6, svdn,1800,600,600,0.6,0.2,0.2, [0.48888889 0.50555556 0.49722222 0.53055556 0.46666667],0.465277777777778,0.5,0.868265993265993,0.991671293725708,0.992222222222222,0.991666666666667,0.446043165467626,0.446043165467626,0.464632320988846,0.510204081632653,0.503355704697987,0.499879291197914,0.868099452170248,0.867003367003367,0.868265993265993
svm_model_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102,8, low_bits_6, svdne,1106,368,368,0.60043431053203,0.199782844733985,0.199782844733985, [0.82432432 0.80630631 0.81081081 0.81818182 0.81818182],0.709239130434783,0.752717391304348,0.796959826275787,0.834274952919021,0.801084990958409,0.840867992766727,0.742168674698795,0.814814814814815,0.706290088971653,0.770780856423174,0.840659340659341,0.753663003663004,0.80042689434365,0.811688311688312,0.796911693970517
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,1152,384,384,0.6,0.2,0.2, [0.84913793 0.78695652 0.80869565 0.78695652 0.86086957],0.760416666666667,0.799479166666667,0.8375,0.87973086627418,0.907986111111111,0.875868055555556,0.735632183908046,0.703296703296703,0.757588945707758,0.792452830188679,0.742424242424242,0.801319648093842,0.836477987421384,0.834728033472803,0.837488498064202
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66,12, low_bits_3, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.85082873 0.84530387 0.85277778 0.85277778 0.83333333],0.772727272727273,0.804195804195804,0.874158249158249,0.902625820568928,0.914634146341463,0.901330376940133,0.786885245901639,0.863309352517986,0.775192091224979,0.822784810126582,0.884353741496599,0.801889100964127,0.87790935075541,0.904882154882155,0.874158249158249
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.82802548 0.83121019 0.83333333 0.86538462 0.82371795],0.701970443349754,0.650246305418719,0.862373737373737,0.959235668789809,0.962915601023018,0.959079283887468,0.730512249443207,0.81592039800995,0.703082150224487,0.711382113821138,0.853658536585366,0.648222303118554,0.869772998805257,0.919191919191919,0.862373737373737
svm_model_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108,4, lab, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.90677966 0.90677966 0.86440678 0.90517241 0.87931034],0.882051282051282,0.897435897435897,0.89344262295082,0.894645941278066,0.883959044368601,0.895904436860068,0.889952153110048,0.96875,0.883364898989899,0.910714285714286,1,0.89247311827957,0.897233201581028,0.924643584521385,0.893249627312239
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104,6, low_bits_5, svdne,924,308,308,0.6,0.2,0.2, [0.77956989 0.75806452 0.875      0.75       0.80434783],0.646103896103896,0.62987012987013,0.828571428571429,0.956705385427666,0.980519480519481,0.955627705627706,0.680351906158358,0.768211920529801,0.648437170455984,0.677966101694915,0.774193548387097,0.628926839553025,0.839220462850183,0.897135416666667,0.828749055483593
ensemble_model_v2_N4_B98_E102_nb_zones_6_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,846,282,282,0.6,0.2,0.2, [0.70588235 0.77058824 0.77058824 0.76190476 0.72619048],0.819148936170213,0.787234042553192,0.863120567375887,0.905092592592593,0.92434988179669,0.903073286052009,0.828282828282828,0.814569536423841,0.819498508669936,0.774436090225564,0.811023622047244,0.789382778765557,0.864751226348984,0.880171184022825,0.863216762674318
svm_model_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102,10, lab, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.51655629 0.52980132 0.51666667 0.55333333 0.57666667],0.467889908256881,0.470183486238532,0.531565656565657,0.46546052631579,0.376329787234043,0.56781914893617,0.395833333333333,0.342342342342342,0.470236591731919,0.377358490566038,0.327102803738318,0.467605455923213,0.43531202435312,0.361111111111111,0.531565656565657
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66,12, low_bits_2, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.78688525 0.78688525 0.82513661 0.81693989 0.83791209],0.839416058394161,0.817518248175182,0.816919191919192,0.820431806213797,0.852297592997812,0.813457330415755,0.840579710144928,0.878787878787879,0.840802390098165,0.832214765100671,0.873239436619718,0.815407597097738,0.824100283057016,0.857744107744108,0.816919191919192
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104,6, low_bits_4, svdne,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.7        0.725      0.7278481  0.75316456 0.71518987],0.696969696969697,0.734848484848485,0.783661119515885,0.841121495327103,0.906801007556675,0.828715365239295,0.724137931034483,0.795454545454545,0.696969696969697,0.758620689655172,0.839694656488549,0.735636801928485,0.8008356545961,0.871212121212121,0.783793371784308
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104,6, low_bits_6, svdne,1048,349,349,0.600229095074456,0.199885452462772,0.199885452462772, [0.8952381  0.88095238 0.91428571 0.87142857 0.89423077],0.653295128939828,0.64756446991404,0.833906071019473,0.955512572533849,0.942748091603053,0.956106870229008,0.716627634660422,0.831521739130435,0.643033596837945,0.700729927007299,0.832369942196532,0.649139516552811,0.84508547008547,0.897843359818388,0.833314743493009
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.875      0.8        0.90833333 0.9        0.84745763],0.763819095477387,0.773869346733668,0.862449799196787,0.92436974789916,0.919732441471572,0.924749163879599,0.756476683937824,0.695238095238095,0.767831813576494,0.778325123152709,0.766990291262136,0.774120145631068,0.86175580221998,0.842209072978304,0.862822327900195
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102,8, low_bits_5, svdne,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.75       0.73809524 0.78174603 0.74603175 0.772     ],0.653937947494033,0.730310262529833,0.840648854961832,0.939586645468998,0.939586645468998,0.939586645468998,0.678492239467849,0.732057416267943,0.654123946229209,0.751648351648352,0.788018433179724,0.728167632431446,0.845656192236599,0.867298578199052,0.840469654133148
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104,8, low_bits_2, svdn,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.46370968 0.45967742 0.49186992 0.48373984 0.46747967],0.527980535279805,0.474452554744526,0.51215953307393,0.487467588591184,0.457050243111831,0.519448946515397,0.505102040816327,0.492537313432836,0.527221037668799,0.440414507772021,0.414634146341463,0.474307364432868,0.481653746770026,0.455522971652004,0.511885396765015
ensemble_model_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108,4, lab, svdne,714,238,238,0.6,0.2,0.2, [0.93055556 0.90972222 0.95070423 0.92957746 0.92957746],0.84453781512605,0.861344537815126,0.933613445378151,0.9875173370319,0.997198879551821,0.987394957983193,0.842553191489362,0.916666666666667,0.850641025641025,0.874524714828897,0.8984375,0.858309659090909,0.935192780968006,0.961214165261383,0.933705910101378
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdne,4,98,102,8, low_bits_4_shifted_2, svdne,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.81889764 0.80708661 0.83858268 0.80708661 0.82677165],0.709219858156028,0.704491725768322,0.783081285444234,0.838066001534919,0.859842519685039,0.833858267716535,0.730853391684902,0.742222222222222,0.706969696969697,0.704491725768321,0.733990147783251,0.705631437527989,0.789738891433807,0.810912511759172,0.782949133372463
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63,12, low_bits_2, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.55913978 0.58870968 0.5672043  0.52432432 0.58378378],0.526923076923077,0.569230769230769,0.585016835016835,0.590735694822888,0.584051724137931,0.595366379310345,0.532319391634981,0.510948905109489,0.52783217613198,0.533333333333333,0.520325203252033,0.56673194469171,0.578272027373824,0.569023569023569,0.585016835016835
ensemble_model_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdne,8,96,104,6, low_bits_4_shifted_2, svdne,996,332,332,0.6,0.2,0.2, [0.89       0.77       0.86       0.86363636 0.82828283],0.713855421686747,0.698795180722892,0.85,0.944329896907216,0.919678714859438,0.94578313253012,0.766584766584767,0.847826086956522,0.697561692126909,0.747474747474748,0.813186813186813,0.686593406593407,0.859560067681895,0.881944444444444,0.848635538805137
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svd,26,37,63,12, low_bits_4_shifted_2, svd,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.85632184 0.85260116 0.8583815  0.84393064 0.8265896 ],0.652173913043478,0.65527950310559,0.906144781144781,1,1,1,0.68361581920904,0.746913580246914,0.651581790123457,0.699186991869919,0.80625,0.656211419753086,0.909164969450102,0.939393939393939,0.906144781144781
svm_model_N8_B96_E104_nb_zones_10_lab_svd,8,96,104,10, lab, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.91891892 0.92567568 0.9047619  0.89795918 0.89455782],0.929046563192905,0.906873614190687,0.914562289562289,0.911095796002757,0.896879240162822,0.912483039348711,0.929515418502203,0.925438596491228,0.929087011250098,0.909090909090909,0.94170403587444,0.90725552670915,0.914237431347697,0.910774410774411,0.914562289562289
ensemble_model_v2_N16_B92_E108_nb_zones_4_lab_svdne,16,92,108, zones, lab, svdne,654,218,218,0.6,0.2,0.2, [0.98484848 0.96969697 0.93846154 0.93076923 0.93076923],0.830275229357798,0.81651376146789,0.922018348623853,0.987730061349693,0.984709480122324,0.987767584097859,0.843881856540084,0.91743119266055,0.830275229357798,0.838709677419355,0.920353982300885,0.812557943531395,0.925241864555849,0.958105646630237,0.921751529414933
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.8125     0.80208333 0.82105263 0.88421053 0.86842105],0.663522012578616,0.676100628930818,0.849685534591195,0.969885773624091,0.979035639412998,0.969601677148847,0.674772036474164,0.725490196078431,0.665775401069519,0.681114551083591,0.728476821192053,0.678609668081056,0.852012383900929,0.880921895006402,0.850226089654005
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.85542169 0.85542169 0.8313253  0.87804878 0.84146341],0.734545454545455,0.723636363636364,0.869912790697674,0.963680387409201,0.963680387409201,0.963680387409201,0.738351254480287,0.757352941176471,0.734791578501904,0.712121212121212,0.712121212121212,0.723193473193473,0.869247626004383,0.873715124816446,0.869951087588079
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svd,26,37,63, zones, low_bits_4, svd,1656,552,552,0.6,0.2,0.2, [0.77409639 0.72891566 0.7560241  0.75151515 0.78787879],0.730555555555555,0.686111111111111,0.878367003367003,0.952150211992732,0.94927536231884,0.952294685990338,0.708708708708709,0.659217877094972,0.730161424735331,0.662686567164179,0.613259668508287,0.686518102410568,0.8753773178094,0.854377104377104,0.878367003367003
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.79310345 0.73255814 0.76744186 0.73255814 0.80232558],0.679442508710801,0.64808362369338,0.804317548746518,0.9,0.918793503480278,0.897911832946636,0.678321678321678,0.734848484848485,0.683553274682307,0.67524115755627,0.729166666666667,0.647800116550117,0.809749492213947,0.845827439886846,0.804943898269898
svm_model_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70,10, low_bits_3, svdne,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.83333333 0.85106383 0.86524823 0.83687943 0.86785714],0.833688699360341,0.808102345415778,0.85464620630861,0.881587953456537,0.914772727272727,0.877130681818182,0.833333333333333,0.847826086956522,0.833954884482445,0.814814814814815,0.842553191489362,0.808028732496818,0.85879917184265,0.887082976903336,0.854756441722696
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.60204082 0.58843537 0.60204082 0.5952381  0.6369863 ],0.614537444933921,0.583700440528634,0.803030303030303,0.929539295392954,0.934604904632153,0.929155313351499,0.622030237580994,0.618025751072961,0.614442739789874,0.575280898876404,0.579185520361991,0.583584176490008,0.803691275167785,0.806397306397306,0.803030303030303
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108,4, low_bits_3, svdn,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.51492537 0.49253731 0.52985075 0.45522388 0.6119403 ],0.542600896860987,0.515695067264574,0.53405017921147,0.518633540372671,0.498507462686567,0.537313432835821,0.571428571428571,0.535433070866142,0.543758202099737,0.5,0.469565217391304,0.51719001610306,0.526411657559199,0.500866551126516,0.535219917492757
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70,10, low_bits_6, svd,1536,512,512,0.6,0.2,0.2, [0.94805195 0.94155844 0.95779221 0.95098039 0.95098039],0.602380952380952,0.569047619047619,0.848063973063973,0.991541964866623,0.9921875,0.991536458333333,0.667992047713718,0.807692307692308,0.604317851959361,0.644400785854617,0.773584905660377,0.56708091436865,0.858375833660259,0.920875420875421,0.848063973063973
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102,8, low_bits_6, svdne,1224,408,408,0.6,0.2,0.2, [0.80894309 0.77235772 0.81967213 0.79508197 0.78278689],0.754901960784314,0.737745098039216,0.858823529411765,0.933877551020408,0.934640522875817,0.933823529411765,0.768518518518518,0.809756097560976,0.754631743361769,0.761692650334076,0.788018433179724,0.734323352715516,0.863247863247863,0.879110251450677,0.858541209224345
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102,8, low_bits_3, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.51339286 0.50900901 0.57207207 0.45945946 0.53153153],0.454054054054054,0.524324324324324,0.565874730021598,0.626970227670753,0.643884892086331,0.616906474820144,0.445054945054945,0.462857142857143,0.454505494505495,0.551020408163265,0.551020408163265,0.522636640863242,0.576396206533193,0.590075512405609,0.565848567013616
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102,8, low_bits_4, svd,1230,410,410,0.6,0.2,0.2, [0.74796748 0.71138211 0.75203252 0.72357724 0.72357724],0.7,0.724390243902439,0.737560975609756,0.76840490797546,0.814634146341463,0.754471544715447,0.696296296296296,0.677884615384615,0.700328446306169,0.719602977667494,0.69047619047619,0.725238095238095,0.745265151515152,0.761858664085189,0.737369843350362
ensemble_model_v2_N8_B96_E104_nb_zones_6_low_bits_4_shifted_2_svdne,8,96,104, zones, low_bits_4_shifted_2, svdne,808,269,269,0.600297176820208,0.199851411589896,0.199851411589896, [0.80246914 0.80864198 0.83333333 0.83333333 0.85625   ],0.747211895910781,0.758364312267658,0.861069836552749,0.932668329177057,0.925742574257426,0.933168316831683,0.78343949044586,0.866197183098591,0.740185205722524,0.781144781144781,0.834532374100719,0.755727725511898,0.867657466383581,0.894890510948905,0.860455845489581
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_2_svdne,16,42,58, zones, low_bits_2, svdne,1794,598,598,0.6,0.2,0.2, [0.79444444 0.79444444 0.78212291 0.81005587 0.79329609],0.86254295532646,0.872852233676976,0.867424242424242,0.869517543859649,0.884057971014493,0.867335562987737,0.865771812080537,0.908450704225352,0.863621325267038,0.880258899676375,0.912751677852349,0.871868796672653,0.870423693953106,0.890572390572391,0.867424242424242
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.63333333 0.61333333 0.62666667 0.60333333 0.59060403],0.558086560364465,0.537585421412301,0.800084175084175,0.948275862068966,0.954606141522029,0.947930574098798,0.58008658008658,0.606334841628959,0.557754576777782,0.567164179104478,0.610091743119266,0.538077545767778,0.805248052480525,0.826599326599327,0.800084175084175
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svd,40,30,70, zones, low_bits_4_shifted_2, svd,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.925      0.92857143 0.95714286 0.93165468 0.90647482],0.554838709677419,0.539784946236559,0.818142734307825,0.998565279770445,0.997134670487106,0.998567335243553,0.625678119349005,0.745689655172414,0.555248261062602,0.625874125874126,0.758474576271186,0.536442528310266,0.832076220722509,0.898799313893653,0.817934139705447
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.80555556 0.80555556 0.78571429 0.82142857 0.82      ],0.615751789976134,0.675417661097852,0.815362595419847,0.930124223602484,0.952305246422894,0.92845786963434,0.641425389755011,0.699029126213592,0.617120196909613,0.706896551724138,0.759259259259259,0.672733077905492,0.824170831440254,0.862987630827783,0.815225872830159
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108,4, low_bits_3, svdn,540,180,180,0.6,0.2,0.2, [0.53703704 0.4537037  0.48148148 0.55555556 0.53703704],0.466666666666667,0.533333333333333,0.8,1,1,1,0.478260869565217,0.511627906976744,0.468579910935181,0.543478260869565,0.515463917525773,0.534840392497826,0.801762114537445,0.803532008830022,0.799976295242752
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104,8, low_bits_3, svdn,1278,426,426,0.6,0.2,0.2, [0.47265625 0.546875   0.49609375 0.46484375 0.51574803],0.518779342723005,0.502347417840376,0.804225352112676,1,1,1,0.501216545012166,0.504901960784314,0.518216746157923,0.513761467889908,0.489082969432314,0.503424733447122,0.803764705882353,0.796641791044776,0.80427552690235
svm_model_N16_B92_E108_nb_zones_6_lab_svd,16,92,108,6, lab, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.96428571 0.96428571 0.93298969 0.92783505 0.94329897],0.851851851851852,0.842592592592593,0.909371146732429,0.949895615866388,0.93429158110883,0.950718685831622,0.863636363636364,0.910179640718563,0.849994278958008,0.844984802431611,0.879746835443038,0.843487875552844,0.910311165344722,0.91871921182266,0.90935960591133
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdne,4,98,102,8, low_bits_4_shifted_2, svdne,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.80232558 0.84883721 0.78682171 0.828125   0.80078125],0.738317757009346,0.663551401869159,0.84407096171802,0.939814814814815,0.947122861586314,0.939346811819596,0.758620689655172,0.830188679245283,0.739168413696716,0.706122448979592,0.768888888888889,0.657843459222769,0.851555555555555,0.887037037037037,0.843706842435656
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svdn,16,42,58, zones, low_bits_5, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.47714286 0.49712644 0.52586207 0.49425287 0.56896552],0.495268138801262,0.479495268138801,0.856060606060606,0.990246701090075,0.990815154994259,0.990241102181401,0.515151515151515,0.505952380952381,0.494586928731224,0.466019417475728,0.483221476510067,0.479705976350272,0.856423173803526,0.858585858585859,0.856060606060606
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108,4, low_bits_2, svd,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.85 0.76 0.8  0.86 0.77],0.843373493975904,0.789156626506024,0.828125,0.848708487084871,0.92,0.836,0.833333333333333,0.878378378378378,0.846797884841363,0.814814814814815,0.855555555555556,0.783040935672515,0.838782412626832,0.898550724637681,0.828461965189654
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58,12, low_bits_4, svdne,1764,588,588,0.6,0.2,0.2, [0.77966102 0.78248588 0.79829545 0.79261364 0.80113636],0.637254901960784,0.633986928104575,0.827861952861953,0.896205357142857,0.910430839002268,0.894557823129252,0.70712401055409,0.858974358974359,0.632820512820513,0.698924731182796,0.866666666666667,0.638461538461538,0.839166338969721,0.898148148148148,0.827861952861953
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102,8, low_bits_2, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.8        0.78333333 0.7625     0.77916667 0.82773109],0.819548872180451,0.827067669172932,0.81312625250501,0.810766721044046,0.829716193656093,0.806343906510851,0.826923076923077,0.855721393034826,0.819274837931554,0.827930174563591,0.89247311827957,0.831213084961381,0.817425354870289,0.846855983772819,0.8135270017874
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104,8, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.52083333 0.52941176 0.52941176 0.46218487 0.54201681],0.481108312342569,0.501259445843829,0.796576032225579,1,1,1,0.507177033492823,0.522167487684729,0.480155908790818,0.526315789473684,0.558375634517766,0.501687817258883,0.800788954635108,0.815261044176707,0.796519410977242
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70,10, low_bits_4, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.64569536 0.66556291 0.6986755  0.65562914 0.65562914],0.646651270207852,0.651270207852194,0.788299663299663,0.870527000650618,0.886092715231788,0.868211920529801,0.65924276169265,0.651982378854625,0.646379538941876,0.656036446469248,0.699029126213592,0.653479320816047,0.792577319587629,0.808922558922559,0.788299663299663
svm_model_N32_B34_E66_nb_zones_12_lab_svd,32,34,66,12, lab, svd,1688,562,562,0.600284495021337,0.199857752489331,0.199857752489331, [0.99704142 0.99704142 0.98816568 0.98816568 0.97916667],0.587209302325581,0.563953488372093,0.877104377104377,1,1,1,0.709016393442623,1,0.584795321637427,0.695121951219512,1,0.566473988439306,0.890554722638681,1,0.877104377104377
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104,8, low_bits_5, svd,1158,386,386,0.6,0.2,0.2, [0.82327586 0.7887931  0.77155172 0.8362069  0.84347826],0.72279792746114,0.704663212435233,0.823834196891192,0.893655049151028,0.863557858376511,0.897236614853195,0.73838630806846,0.786458333333333,0.723126073883162,0.736111111111111,0.768115942028985,0.699700429115052,0.826530612244898,0.828220858895705,0.823774294994071
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.49038462 0.51960784 0.49019608 0.49019608 0.49019608],0.441176470588235,0.494117647058824,0.782863849765258,0.992217898832685,0.99609375,0.9921875,0.480874316939891,0.517647058823529,0.441176470588235,0.511363636363636,0.494505494505494,0.494088190290722,0.788087056128293,0.796296296296296,0.782671957671958
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104,8, low_bits_6, svd,1224,408,408,0.6,0.2,0.2, [0.83739837 0.84552846 0.84836066 0.83606557 0.84836066],0.75,0.727941176470588,0.839705882352941,0.9064039408867,0.901960784313726,0.906862745098039,0.780172413793103,0.891625615763547,0.750690856662261,0.773006134969325,0.870967741935484,0.718206384056747,0.849378166743436,0.893410852713178,0.8390665374677
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.78205128 0.81196581 0.82905983 0.82327586 0.83189655],0.739690721649485,0.770618556701031,0.865602471678682,0.938634399308557,0.93138936535163,0.939108061749571,0.753056234718826,0.781725888324873,0.739030483429452,0.775818639798489,0.777777777777778,0.77046783625731,0.867040244523688,0.870143149284254,0.86556949995333
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63,12, low_bits_6, svd,1812,604,604,0.6,0.2,0.2, [0.8956044  0.88121547 0.85911602 0.86187845 0.85082873],0.695035460992908,0.652482269503546,0.921717171717172,0.998897464167585,1,0.998896247240618,0.71523178807947,0.788321167883212,0.697608859803675,0.695652173913043,0.772413793103448,0.648980619179461,0.923707957342084,0.947811447811448,0.921717171717172
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104,8, low_bits_4, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.6826087  0.69130435 0.71304348 0.76086957 0.71304348],0.751958224543081,0.70757180156658,0.718162839248434,0.746382330540746,0.852173913043478,0.710434782608696,0.763092269326683,0.845303867403315,0.756810349543242,0.743119266055046,0.835051546391753,0.705885561555665,0.748837209302326,0.847368421052631,0.719232864770622
ensemble_model_N8_B96_E104_nb_zones_10_lab_svd,8,96,104,10, lab, svd,1410,470,470,0.6,0.2,0.2, [0.92553191 0.95035461 0.94326241 0.91843972 0.92907801],0.861702127659574,0.863829787234043,0.925531914893617,0.967142857142857,0.960283687943262,0.967375886524822,0.871794871794872,0.936440677966102,0.861382732145444,0.872509960159363,0.916317991631799,0.862920900577804,0.927355749273558,0.946610169491525,0.925441836882515
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108,4, low_bits_2, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.82786885 0.7704918  0.82786885 0.80327869 0.79508197],0.812807881773399,0.812807881773399,0.834645669291338,0.858024691358025,0.911475409836065,0.849180327868852,0.811881188118812,0.881720430107527,0.818132942326491,0.844262295081967,0.851239669421488,0.803668615198549,0.846435100548446,0.892100192678227,0.833374040001085
svm_model_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63,12, lab, svdn,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.81564246 0.83519553 0.80726257 0.83240223 0.81843575],0.556313993174061,0.532423208191126,0.823653198653199,0.9192348565356,0.966480446927374,0.915083798882682,0.619883040935672,0.779411764705882,0.571234544773323,0.622589531680441,0.719745222929936,0.517960846759086,0.838036335523773,0.912457912457912,0.823653198653199
ensemble_model_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102,10, lab, svdn,1506,502,502,0.6,0.2,0.2, [0.48675497 0.50662252 0.47350993 0.52666667 0.53666667],0.560919540229885,0.510344827586207,0.82996632996633,1,1,1,0.562929061784897,0.577464788732394,0.56125491688872,0.519187358916479,0.518018018018018,0.510182717929197,0.83067896060352,0.834175084175084,0.82996632996633
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63,12, low_bits_3, svdn,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.64640884 0.58055556 0.58611111 0.62222222 0.54166667],0.564459930313589,0.609756097560976,0.848484848484848,0.932006633499171,0.935627081021088,0.931742508324084,0.531835205992509,0.514492753623188,0.562615504328373,0.613793103448276,0.597315436241611,0.610251921019356,0.847844463229079,0.844276094276094,0.848484848484849
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102,8, low_bits_3, svdn,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.5        0.47272727 0.48636364 0.5412844  0.53211009],0.476712328767123,0.454794520547945,0.785870755750274,0.999088422971741,1,0.999087591240876,0.485175202156334,0.494505494505494,0.476760943974059,0.433048433048433,0.417582417582418,0.454692848135471,0.785046728971963,0.782894736842105,0.785867499712081
ensemble_model_N16_B92_E108_nb_zones_6_lab_svd,16,92,108,6, lab, svd,918,306,306,0.6,0.2,0.2, [0.90217391 0.92391304 0.91304348 0.91847826 0.90659341],0.892156862745098,0.915032679738562,0.940522875816994,0.964912280701754,0.958605664488017,0.965141612200436,0.891089108910891,0.9375,0.894675925925926,0.917197452229299,0.95364238410596,0.915530869472335,0.940483976455199,0.953580901856764,0.940707976701578
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70,10, low_bits_5, svd,1530,510,510,0.6,0.2,0.2, [0.93464052 0.89542484 0.88562092 0.90522876 0.90849673],0.479905437352246,0.548463356973995,0.827020202020202,1,1,1,0.580152671755725,0.745098039215686,0.488987375772227,0.653357531760436,0.821917808219178,0.538409884501746,0.842226487523992,0.923400673400673,0.827020202020202
svm_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdne,32,34,66,10, low_bits_4_shifted_2, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.89935065 0.90196078 0.87908497 0.85947712 0.88888889],0.665876777251185,0.587677725118483,0.849747474747475,0.972222222222222,0.95953002610966,0.972584856396867,0.717434869739479,0.817351598173516,0.659907326180354,0.653386454183267,0.807881773399015,0.595721708617316,0.857938718662953,0.907407407407407,0.849747474747475
svm_model_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108,4, low_bits_3, svdne,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.80147059 0.76470588 0.85294118 0.80147059 0.81617647],0.853982300884956,0.805309734513274,0.828621908127209,0.828193832599119,0.829411764705882,0.827941176470588,0.834170854271357,0.873684210526316,0.856689433507433,0.82258064516129,0.82258064516129,0.803447185325743,0.828014184397163,0.835420393559928,0.82870496117787
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdn,16,42,58, zones, low_bits_4_shifted_2, svdn,1758,586,586,0.6,0.2,0.2, [0.53125    0.55681818 0.54261364 0.51136364 0.53714286],0.478964401294498,0.485436893203883,0.850589225589225,0.98005698005698,0.978384527872582,0.980091012514221,0.525073746312684,0.552795031055901,0.475721839852275,0.519637462235649,0.581081081081081,0.489298304515696,0.85360824742268,0.871212121212121,0.850589225589226
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,540,180,180,0.6,0.2,0.2, [0.86111111 0.78703704 0.74074074 0.83333333 0.87962963],0.816666666666667,0.772222222222222,0.873333333333333,0.927536231884058,0.948148148148148,0.925925925925926,0.787096774193548,0.7625,0.81125,0.742138364779874,0.694117647058823,0.768111455108359,0.868360277136259,0.864367816091954,0.873044123099741
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.62080537 0.56040268 0.63087248 0.60472973 0.65878378],0.579775280898876,0.573033707865169,0.824915824915825,0.9738430583501,0.977119784656797,0.973755047106326,0.609603340292275,0.648888888888889,0.578989898989899,0.579646017699115,0.595454545454545,0.573282828282828,0.828241123038811,0.844276094276094,0.824915824915825
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_shifted_2_svdne,4,98,102, zones, low_bits_4_shifted_2, svdne,1182,394,394,0.6,0.2,0.2, [0.80252101 0.73728814 0.81355932 0.77542373 0.76694915],0.710659898477157,0.713197969543147,0.834517766497462,0.913385826771654,0.883248730964467,0.916243654822335,0.738532110091743,0.793103448275862,0.708070048745261,0.744920993227991,0.816831683168317,0.710499174917492,0.838773491592483,0.85140562248996,0.834327041224446
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svd,8,96,104,8, low_bits_4_shifted_2, svd,1278,426,426,0.6,0.2,0.2, [0.80859375 0.76953125 0.734375   0.83984375 0.82677165],0.715962441314554,0.711267605633803,0.81830985915493,0.889233152594888,0.898278560250391,0.88810641627543,0.730512249443207,0.81592039800995,0.721293532338308,0.741052631578947,0.830188679245283,0.711823311585258,0.825282167042889,0.868821292775665,0.818918995181896
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102,8, low_bits_4, svd,1316,438,438,0.60036496350365,0.199817518248175,0.199817518248175, [0.75       0.74242424 0.79545455 0.75954198 0.79770992],0.671232876712329,0.69634703196347,0.763686131386861,0.820551005212212,0.837386018237082,0.816869300911854,0.713147410358566,0.799107142857143,0.668245160213618,0.73767258382643,0.861751152073733,0.697843901828722,0.779761904761905,0.834394904458599,0.763492054242108
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63,12, low_bits_5, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.86781609 0.84770115 0.90229885 0.87356322 0.84971098],0.517241379310345,0.539184952978056,0.860690235690236,0.982658959537572,0.978135788262371,0.982738780207134,0.579234972677596,0.688311688311688,0.522943722943723,0.625954198473282,0.745454545454545,0.531818181818182,0.867014865407794,0.908249158249158,0.860690235690236
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108,4, low_bits_3, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.80357143 0.77678571 0.83035714 0.74545455 0.79090909],0.724324324324324,0.708108108108108,0.854211663066955,0.948096885813149,0.985611510791367,0.946043165467626,0.8,0.953271028037383,0.681763719146897,0.769230769230769,0.927835051546392,0.696872071227741,0.873477038425492,0.966804979253112,0.849393480617547
svm_model_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58,12, low_bits_6, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.80706522 0.79347826 0.80327869 0.77595628 0.78961749],0.590405904059041,0.575645756457565,0.808080808080808,0.871794871794872,0.85278080697928,0.874591057797165,0.643086816720257,0.78125,0.60041520979021,0.641744548286604,0.72027972027972,0.56717111013986,0.812036273701566,0.829124579124579,0.808080808080808
svm_model_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70,10, lab, svdn,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.86774194 0.86451613 0.90584416 0.87337662 0.90909091],0.586538461538462,0.668269230769231,0.835858585858586,0.950617283950617,0.99740932642487,0.948186528497409,0.660079051383399,0.839195979899497,0.597017344788458,0.734615384615385,0.880184331797235,0.658685130722738,0.852607709750567,0.94949494949495,0.835858585858586
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,1176,392,392,0.6,0.2,0.2, [0.44915254 0.46610169 0.58050847 0.5042735  0.45726496],0.543367346938776,0.5,0.805612244897959,0.994915254237288,0.998299319727891,0.994897959183674,0.54911838790932,0.553299492385787,0.54331641285956,0.473118279569893,0.448979591836735,0.5,0.804515135967163,0.799184505606524,0.805618810515213
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102,10, low_bits_5, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.75       0.70805369 0.76510067 0.7885906  0.74832215],0.690045248868778,0.68552036199095,0.763888888888889,0.815533980582524,0.844504021447721,0.808981233243968,0.69757174392936,0.692982456140351,0.689949171995409,0.687640449438202,0.714953271028037,0.686424003935071,0.770364306180925,0.792087542087542,0.763888888888889
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svd,16,92,108, zones, lab, svd,846,282,282,0.6,0.2,0.2, [0.93529412 0.89411765 0.90588235 0.91071429 0.94047619],0.840425531914894,0.868794326241135,0.912056737588652,0.948905109489051,0.921985815602837,0.950354609929078,0.852459016393443,0.896551724137931,0.838786810974075,0.876254180602007,0.903448275862069,0.867782532091618,0.91304347826087,0.91304347826087,0.912045412014222
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70,10, low_bits_3, svdne,1464,488,488,0.6,0.2,0.2, [0.85714286 0.79931973 0.85958904 0.80821918 0.86986301],0.831140350877193,0.804824561403509,0.88047138047138,0.920805369127517,0.937158469945355,0.919398907103825,0.832244008714597,0.837719298245614,0.831140350877193,0.798185941043084,0.771929824561403,0.804824561403509,0.881171548117155,0.886363636363636,0.88047138047138
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104,8, low_bits_5, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82916667 0.80672269 0.76890756 0.78991597 0.79831933],0.652392947103275,0.619647355163728,0.816717019133938,0.93734335839599,0.941275167785235,0.937080536912752,0.691964285714286,0.72093023255814,0.646179401993355,0.634382566585956,0.723756906077348,0.628082156742378,0.82312925170068,0.85383064516129,0.816754356785877
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104,8, low_bits_6, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.8677686  0.88016529 0.80991736 0.91322314 0.87190083],0.739454094292804,0.732009925558313,0.864583333333333,0.950576606260296,0.953719008264463,0.950413223140496,0.775160599571734,0.905,0.740677339901478,0.765217391304348,0.866995073891626,0.730997536945813,0.872489490892106,0.926587301587302,0.864583333333333
svm_model_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70,10, low_bits_2, svdne,1518,506,506,0.6,0.2,0.2, [0.86842105 0.85197368 0.875      0.85855263 0.8410596 ],0.743589743589744,0.764568764568764,0.823232323232323,0.86168100595632,0.857707509881423,0.86231884057971,0.736842105263158,0.729857819905213,0.743369276925084,0.763466042154567,0.747706422018349,0.764848471672681,0.821731748726655,0.814814814814815,0.823232323232323
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,594,198,198,0.6,0.2,0.2, [0.86666667 0.8        0.79661017 0.77118644 0.84745763],0.792929292929293,0.828282828282828,0.866666666666667,0.903878583473862,0.902356902356902,0.904040404040404,0.742138364779874,0.710843373493976,0.781508643268727,0.822916666666667,0.782178217821782,0.829233438807798,0.860169491525424,0.844074844074844,0.866045280583591
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108,4, low_bits_2, svdn,666,222,222,0.6,0.2,0.2, [0.60447761 0.52985075 0.54477612 0.5530303  0.51515152],0.531531531531532,0.527027027027027,0.789189189189189,0.963181148748159,0.981981981981982,0.962462462462462,0.566666666666667,0.612612612612613,0.531531531531531,0.511627906976744,0.504587155963303,0.526629861167492,0.793650793650794,0.81374321880651,0.789277354466092
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104,8, low_bits_4, svd,1182,394,394,0.6,0.2,0.2, [0.7394958  0.75423729 0.75423729 0.79237288 0.80084746],0.718274111675127,0.687817258883249,0.818274111675127,0.897009966777408,0.913705583756345,0.895093062605753,0.736342042755345,0.767326732673267,0.716996699669967,0.703614457831325,0.772486772486772,0.691121435023874,0.824509803921569,0.856415478615071,0.818389925542353
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svd,32,34,66, zones, low_bits_3, svd,1686,562,562,0.6,0.2,0.2, [0.82248521 0.74260355 0.79585799 0.7827381  0.80059524],0.88695652173913,0.892753623188406,0.889309764309764,0.891468369123622,0.911032028469751,0.889086595492289,0.89544235924933,0.965317919075144,0.886728726979433,0.901856763925729,0.988372093023256,0.893029977147466,0.893651435503437,0.93013468013468,0.889309764309764
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49583333 0.56722689 0.50420168 0.51680672 0.49159664],0.526448362720403,0.468513853904282,0.797079556898288,0.996644295302013,0.996644295302013,0.996644295302013,0.522842639593909,0.556756756756757,0.528378378378378,0.481572481572482,0.466666666666667,0.468627450980392,0.797792272955344,0.802219979818365,0.79708988940667
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66,12, low_bits_2, svd,1698,566,566,0.6,0.2,0.2, [0.84117647 0.82058824 0.76764706 0.79411765 0.80769231],0.902654867256637,0.808259587020649,0.862373737373737,0.866160140268848,0.872791519434629,0.865135453474676,0.912928759894459,0.961111111111111,0.898794549266247,0.815864022662889,0.905660377358491,0.813941299790356,0.866148178469095,0.890572390572391,0.862373737373737
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svd,8,96,104, zones, lab, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.90878378 0.91216216 0.93243243 0.90202703 0.9047619 ],0.919821826280624,0.906458797327394,0.947811447811448,0.968792401628222,0.96617050067659,0.968876860622463,0.918552036199095,0.935483870967742,0.920328142380423,0.911016949152542,0.926724137931034,0.905758382329572,0.948073701842546,0.952861952861953,0.947811447811448
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102,8, low_bits_2, svd,1146,382,382,0.6,0.2,0.2, [0.80434783 0.78695652 0.80869565 0.77631579 0.79824561],0.806282722513089,0.861256544502618,0.847643979057592,0.85934819897084,0.87434554973822,0.856893542757417,0.81025641025641,0.793969849246231,0.806820990196886,0.860158311345646,0.857894736842105,0.861239035087719,0.849612403100775,0.854469854469854,0.847593577023957
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.93661972 0.96478873 0.95035461 0.96453901 0.96099291],0.643312101910828,0.613588110403397,0.850169779286927,0.99788285109386,1,0.997878359264498,0.683018867924528,0.766949152542373,0.643049044356293,0.662962962962963,0.755274261603376,0.612679865844423,0.858061921994371,0.904237288135593,0.850077827741266
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1164,388,388,0.6,0.2,0.2, [0.55982906 0.48717949 0.46982759 0.53017241 0.55603448],0.474226804123711,0.507731958762887,0.785567010309278,0.981912144702842,0.979381443298969,0.981958762886598,0.445652173913043,0.438502673796791,0.472982680181978,0.533007334963325,0.529126213592233,0.506321348554358,0.785345717234262,0.780512820512821,0.785593197821177
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svd,8,96,104,8, low_bits_4_shifted_2, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.85714286 0.84821429 0.81696429 0.85267857 0.83482143],0.739946380697051,0.7828418230563,0.872454448017149,0.946428571428571,0.946428571428571,0.946428571428571,0.754430379746835,0.809782608695652,0.740870140326662,0.776859504132231,0.810344827586207,0.784569398717727,0.873269435569755,0.893246187363834,0.87278343123466
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66,12, low_bits_4, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.80225989 0.79943503 0.81920904 0.79545455 0.82102273],0.639344262295082,0.60983606557377,0.861111111111111,0.942384483742156,0.935447338618346,0.942808607021517,0.692737430167598,0.779874213836478,0.633087791849746,0.653061224489796,0.767123287671233,0.61626604635134,0.865525672371638,0.893939393939394,0.861111111111111
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108,4, low_bits_2, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.54545455 0.48181818 0.52727273 0.46363636 0.55454545],0.491803278688525,0.557377049180328,0.810043668122271,1,1,1,0.497297297297297,0.48936170212766,0.491871862299785,0.552486187845304,0.543478260869565,0.557453416149068,0.810043668122271,0.804772234273319,0.810078424828967
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svd,26,37,63,12, low_bits_4_shifted_2, svd,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.88505747 0.8583815  0.8699422  0.86127168 0.88150289],0.670807453416149,0.673913043478261,0.908670033670034,0.996531791907514,0.995381062355658,0.996535796766744,0.710382513661202,0.802469135802469,0.669984567901235,0.730077120822622,0.8875,0.675231481481482,0.912676056338028,0.954545454545455,0.908670033670034
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102,10, low_bits_6, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.83116883 0.8538961  0.84415584 0.81818182 0.79738562],0.732696897374702,0.727923627684964,0.807239057239057,0.851472471190781,0.864759427828349,0.849154746423927,0.754385964912281,0.815165876777251,0.732102169157856,0.736111111111111,0.764423076923077,0.728183102442581,0.813061224489796,0.838383838383838,0.807239057239057
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.75862069 0.70689655 0.71551724 0.73706897 0.77155172],0.642487046632124,0.717616580310881,0.796583850931677,0.873483535528596,0.868965517241379,0.874137931034483,0.680555555555556,0.773684210526316,0.644495166487648,0.751708428246014,0.825,0.713575268817204,0.805925925925926,0.841237113402062,0.796398182480657
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108,6, low_bits_3, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.84659091 0.78977273 0.86931818 0.80113636 0.85227273],0.771331058020478,0.764505119453925,0.810368349249659,0.848936170212766,0.906818181818182,0.838636363636364,0.775919732441472,0.811188811188811,0.772261072261072,0.770764119601329,0.738853503184713,0.766485575121768,0.81948051948052,0.852702702702703,0.809960166778349
svm_model_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108,6, lab, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.54545455 0.55113636 0.59195402 0.52873563 0.60344828],0.52233676975945,0.494845360824742,0.730769230769231,0.879818594104308,0.887871853546911,0.878718535469108,0.547231270358306,0.579310344827586,0.52253188474256,0.511627906976744,0.52027027027027,0.494400869400869,0.736912751677852,0.752054794520548,0.73071059285256
svm_model_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66,10, low_bits_5, svdne,1572,524,524,0.6,0.2,0.2, [0.87025316 0.87898089 0.8566879  0.87579618 0.83757962],0.597014925373134,0.601990049751244,0.813131313131313,0.919736842105263,0.889312977099237,0.922391857506361,0.604878048780488,0.616915422885572,0.597014925373134,0.611650485436893,0.626865671641791,0.601990049751244,0.810418445772844,0.798821548821549,0.813131313131313
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svdn,4,98,102, zones, lab, svdn,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.51020408 0.51712329 0.51369863 0.48972603 0.5239726 ],0.542669584245077,0.525164113785558,0.814814814814815,0.99041095890411,0.9890560875513,0.990424076607387,0.528216704288939,0.513157894736842,0.542605148241784,0.512359550561798,0.497816593886463,0.525224086416916,0.812606473594549,0.803030303030303,0.814814814814815
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.50961538 0.56730769 0.48076923 0.5        0.49038462],0.543352601156069,0.502890173410405,0.799076212471132,0.982725527831094,0.984615384615385,0.982692307692308,0.548571428571429,0.545454545454545,0.54331550802139,0.4625,0.440476190476191,0.50113697164259,0.796728971962617,0.789351851851852,0.799053806110258
svm_model_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104,8, low_bits_3, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.77906977 0.7421875  0.82421875 0.79296875 0.8125    ],0.786885245901639,0.789227166276347,0.788389513108614,0.788446526151444,0.78783151326053,0.788611544461778,0.784869976359338,0.772093023255814,0.786989907854322,0.782608695652174,0.76056338028169,0.789160194813742,0.786591123701605,0.779232927970065,0.788398094725426
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svd,4,98,102,10, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.83881579 0.81578947 0.83881579 0.80263158 0.76644737],0.684579439252336,0.686915887850467,0.785353535353535,0.837052062204192,0.814473684210526,0.841447368421053,0.710920770877944,0.764976958525345,0.683436346561251,0.703539823008849,0.753554502369668,0.687837159018936,0.787322768974145,0.794612794612795,0.785353535353535
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,1248,416,416,0.6,0.2,0.2, [0.808     0.848     0.852     0.832     0.8266129],0.752403846153846,0.754807692307692,0.864903846153846,0.937190082644628,0.908653846153846,0.939102564102564,0.783157894736842,0.894230769230769,0.752403846153846,0.789256198347107,0.900943396226415,0.751942286348502,0.870447210696173,0.904214559386973,0.864752067338274
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.75590551 0.75793651 0.81349206 0.79761905 0.82936508],0.623809523809524,0.704761904761905,0.813510941960038,0.911147011308562,0.893819334389857,0.91283676703645,0.665254237288136,0.777227722772277,0.629439549459533,0.752988047808765,0.836283185840708,0.693914788796643,0.822784810126582,0.859301227573182,0.813159722127914
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_svdne,16,42,58, zones, low_bits_4, svdne,1734,578,578,0.6,0.2,0.2, [0.72701149 0.75       0.76878613 0.71098266 0.77456647],0.766355140186916,0.713395638629283,0.840909090909091,0.882320133853876,0.912341407151096,0.878316032295271,0.752475247524753,0.75,0.765532544378698,0.721212121212121,0.70414201183432,0.713913111180318,0.844187963726299,0.861952861952862,0.840909090909091
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,1152,384,384,0.6,0.2,0.2, [0.73706897 0.75652174 0.74347826 0.73043478 0.75217391],0.591145833333333,0.666666666666667,0.810416666666667,0.93207222699914,0.940972222222222,0.931423611111111,0.594315245478036,0.595854922279793,0.591121178417383,0.652173913043478,0.652173913043478,0.666086956521739,0.81021897810219,0.815320041972718,0.810452161627517
svm_model_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58,12, low_bits_5, svdne,1806,602,602,0.6,0.2,0.2, [0.76519337 0.79834254 0.76243094 0.78611111 0.76666667],0.56140350877193,0.621052631578947,0.859427609427609,0.94329028635598,0.930232558139535,0.944075304540421,0.573378839590444,0.626865671641791,0.565088464959968,0.674698795180723,0.741721854304636,0.613398240585154,0.86118038237739,0.872053872053872,0.859427609427609
svm_model_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108,4, low_bits_2, svdne,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.78676471 0.83088235 0.77941176 0.89705882 0.81617647],0.787610619469027,0.783185840707965,0.80565371024735,0.835781041388518,0.920588235294118,0.819117647058823,0.76,0.660869565217391,0.789894242068155,0.774193548387097,0.711864406779661,0.786487758945386,0.811320754716981,0.825479930191972,0.805405439156809
svm_model_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104,8, low_bits_2, svdne,1278,426,426,0.6,0.2,0.2, [0.82421875 0.875      0.80859375 0.81640625 0.84251969],0.78169014084507,0.81924882629108,0.819718309859155,0.837138508371385,0.860719874804382,0.832550860719875,0.781176470588235,0.786729857819905,0.781737021933208,0.812652068126521,0.839195979899497,0.820479047218471,0.821395348837209,0.841754051477598,0.820044463296616
svm_model_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102,8, low_bits_3, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.81623932 0.83189655 0.84482759 0.80603448 0.84482759],0.795865633074935,0.79328165374677,0.818698347107438,0.84,0.867469879518072,0.834767641996558,0.789333333333333,0.79144385026738,0.79572192513369,0.790575916230366,0.751243781094527,0.794976729256941,0.820643842616249,0.828689370485036,0.818688015128764
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdne,32,34,66,10, low_bits_4_shifted_2, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.92413793 0.875      0.91319444 0.89236111 0.9375    ],0.623126338329764,0.620985010706638,0.850589225589225,0.998613037447989,0.998613037447989,0.998613037447989,0.701694915254237,0.8625,0.616272026431718,0.699490662139219,0.907488986784141,0.628744493392071,0.864555513162915,0.953703703703704,0.850589225589225
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,1104,368,368,0.6,0.2,0.2, [0.76576577 0.78828829 0.76818182 0.72727273 0.71363636],0.782608695652174,0.828804347826087,0.846739130434783,0.879025239338555,0.914855072463768,0.874094202898551,0.764705882352941,0.730337078651685,0.780958013010053,0.823529411764706,0.786096256684492,0.829512216740036,0.847237269772481,0.85278080697928,0.846758767519976
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdn,40,30,70,10, low_bits_4_shifted_2, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.65333333 0.66333333 0.64666667 0.68666667 0.65436242],0.537585421412301,0.533029612756264,0.748737373737374,0.873409243134628,0.870493991989319,0.873831775700935,0.58989898989899,0.634782608695652,0.532702309132515,0.561027837259101,0.626794258373206,0.537310172664864,0.756822810590631,0.781986531986532,0.748737373737374
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108,6, low_bits_3, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.83152174 0.82065217 0.80978261 0.76630435 0.82608696],0.751633986928105,0.784313725490196,0.826370757180157,0.872427983539095,0.921739130434783,0.865217391304348,0.741496598639456,0.664634146341463,0.758373411198901,0.767605633802817,0.721854304635762,0.783507797479171,0.828387096774193,0.828387096774194,0.826346784846806
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svd,8,96,104, zones, low_bits_4_shifted_2, svd,1308,436,436,0.6,0.2,0.2, [0.85877863 0.87022901 0.86641221 0.82061069 0.89230769],0.681192660550459,0.713302752293578,0.861926605504587,0.971948445792267,0.980122324159022,0.9717125382263,0.655086848635236,0.591928251121076,0.68328806922251,0.688279301745636,0.647887323943662,0.711836038653445,0.858219500706547,0.835779816513761,0.861926605504587
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63,12, low_bits_4, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.61494253 0.58908046 0.57183908 0.57803468 0.60693642],0.559375,0.55,0.585016835016835,0.635465418616744,0.703917050691244,0.596198156682028,0.624,0.692307692307692,0.551451859398879,0.588571428571429,0.682119205298013,0.557035934009953,0.627643504531722,0.69949494949495,0.585016835016835
svm_model_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66,10, low_bits_6, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.86896552 0.85517241 0.8862069  0.85172414 0.86896552],0.628509719222462,0.609071274298056,0.846801346801347,0.99236641221374,0.986206896551724,0.992413793103448,0.646090534979424,0.665254237288136,0.627781303666094,0.618947368421053,0.647577092511013,0.609805495408049,0.848459616985845,0.857744107744108,0.846801346801347
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108,4, low_bits_4, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.8        0.80508475 0.8220339  0.88135593 0.81355932],0.629441624365482,0.730964467005076,0.768762677484787,0.83,0.841216216216216,0.827702702702703,0.647342995169082,0.697916666666667,0.631136551155115,0.753488372093023,0.764150943396226,0.728229317851959,0.776908023483366,0.79718875502008,0.768471426690368
ensemble_model_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108,6, lab, svdn,834,278,278,0.6,0.2,0.2, [0.60119048 0.55357143 0.64457831 0.59036145 0.65060241],0.564748201438849,0.517985611510791,0.8,0.972322503008424,0.968824940047962,0.97242206235012,0.584192439862543,0.611510791366906,0.564748201438849,0.550335570469799,0.607407407407407,0.520486920486921,0.804225352112676,0.826338639652677,0.8001507218292
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63,12, low_bits_2, svdn,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.54748603 0.52513966 0.56703911 0.57821229 0.56145251],0.532423208191126,0.542662116040956,0.885942760942761,1,1,1,0.547854785478548,0.564625850340136,0.532312925170068,0.547297297297297,0.554794520547945,0.542703382722952,0.886563415655086,0.891414141414141,0.885942760942761
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.92708333 0.91319444 0.89236111 0.91319444 0.9020979 ],0.611940298507463,0.582089552238806,0.826178451178451,0.975369458128079,0.963838664812239,0.975660639777469,0.693602693602694,0.876595744680851,0.611374795417349,0.67003367003367,0.85042735042735,0.582660483724314,0.841701801456497,0.924242424242424,0.826178451178451
ensemble_model_N32_B34_E66_nb_zones_12_lab_svd,32,34,66,12, lab, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.99127907 0.97383721 0.98837209 0.99127907 0.97093023],0.841463414634146,0.841463414634146,0.956228956228956,1,1,1,0.85792349726776,0.897142857142857,0.837460317460318,0.844311377245509,0.92156862745098,0.846498599439776,0.95702479338843,0.974747474747475,0.956228956228956
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,1428,476,476,0.6,0.2,0.2, [0.68181818 0.67482517 0.68531469 0.65034965 0.61267606],0.666666666666667,0.641350210970464,0.808922558922559,0.912742382271468,0.92296918767507,0.911764705882353,0.677551020408163,0.70042194092827,0.666666666666667,0.661354581673307,0.70042194092827,0.641350210970464,0.813628899835796,0.834175084175084,0.808922558922559
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108,4, low_bits_2, svdne,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.86065574 0.875      0.89166667 0.9        0.875     ],0.76,0.835,0.888223552894212,0.949096880131363,0.960132890365448,0.948504983388704,0.777777777777778,0.815533980582524,0.758282454208788,0.845070422535211,0.857142857142857,0.833834586466165,0.892100192678227,0.909626719056974,0.887876239853031
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102,10, low_bits_5, svd,1628,542,542,0.600294985250737,0.199852507374631,0.199852507374631, [0.73006135 0.78527607 0.7607362  0.76993865 0.77777778],0.625668449197861,0.580213903743316,0.818602693602693,0.918392204628502,0.926289926289926,0.917690417690418,0.674418604651163,0.788043478260869,0.628232265446224,0.648769574944071,0.763157894736842,0.577231121281464,0.828900357284637,0.878787878787879,0.818602693602694
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102,8, low_bits_4, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.5        0.59243697 0.50840336 0.48739496 0.60084034],0.494949494949495,0.48989898989899,0.529767911200807,0.63448275862069,0.773109243697479,0.554621848739496,0.5850622406639,0.691176470588235,0.488817401960784,0.568376068376068,0.7,0.498058252427184,0.611666666666667,0.74216380182002,0.530195697486042
svm_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdne,16,42,58,12, low_bits_4_shifted_2, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.79829545 0.79545455 0.83714286 0.80857143 0.80857143],0.62379421221865,0.54983922829582,0.81986531986532,0.899588960657663,0.873432155074116,0.902508551881414,0.616393442622951,0.566265060240964,0.627960116327378,0.489051094890511,0.462068965517241,0.544287494806814,0.812445223488168,0.78030303030303,0.81986531986532
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,1500,500,500,0.6,0.2,0.2, [0.87666667 0.85666667 0.85       0.87       0.87      ],0.810502283105023,0.785388127853881,0.878787878787879,0.925553319919517,0.92,0.926,0.821505376344086,0.880184331797235,0.811132889880518,0.803347280334728,0.868778280542986,0.784619555018037,0.881676253081348,0.903198653198653,0.878787878787879
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svd,26,37,63, zones, low_bits_6, svd,1782,594,594,0.6,0.2,0.2, [0.91340782 0.86235955 0.90730337 0.87359551 0.89606742],0.582491582491582,0.555555555555556,0.890572390572391,0.997757847533632,0.998877665544332,0.997755331088664,0.633136094674556,0.748251748251748,0.588411588411588,0.627118644067797,0.720779220779221,0.549200799200799,0.894991922455574,0.932659932659933,0.890572390572391
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108,4, low_bits_4, svd,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.83018868 0.77358491 0.81730769 0.875      0.81730769],0.672413793103448,0.655172413793103,0.813073394495413,0.915129151291513,0.946564885496183,0.912213740458015,0.701570680628272,0.779069767441861,0.673625792811839,0.647058823529412,0.723684210526316,0.662862513426423,0.819490586932447,0.872641509433962,0.814668969002696
svm_model_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102,10, lab, svdne,1584,528,528,0.6,0.2,0.2, [0.89937107 0.90880503 0.92405063 0.88291139 0.90506329],0.810606060606061,0.823232323232323,0.887205387205387,0.922690131992458,0.926767676767677,0.922348484848485,0.823529411764706,0.911458333333333,0.813572303921569,0.846491228070175,0.946078431372549,0.819393382352941,0.891585760517799,0.927609427609428,0.887205387205387
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104,8, low_bits_3, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.83333333 0.83203125 0.8515625  0.85546875 0.86328125],0.75175644028103,0.737704918032787,0.831460674157303,0.889580093312597,0.892355694227769,0.889235569422777,0.762331838565022,0.794392523364486,0.751656355578957,0.769547325102881,0.853881278538813,0.734632946961714,0.837691614066727,0.864990689013035,0.831271239045124
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70,10, low_bits_2, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.77112676 0.80851064 0.84042553 0.79432624 0.82978723],0.829787234042553,0.825531914893617,0.845238095238095,0.859722222222222,0.876770538243626,0.856940509915014,0.84375,0.919148936170213,0.829787234042553,0.838582677165354,0.918103448275862,0.826698782961461,0.852032520325203,0.893435635123615,0.845360735288695
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58,12, low_bits_6, svdne,1758,586,586,0.6,0.2,0.2, [0.80681818 0.85227273 0.84090909 0.82670455 0.82857143],0.521035598705502,0.540453074433657,0.855218855218855,0.969001148105625,0.960182025028441,0.969283276450512,0.567251461988304,0.625806451612903,0.520695433598659,0.587209302325581,0.655844155844156,0.540825303728529,0.85831960461285,0.877104377104377,0.855218855218855
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,722,240,240,0.600665557404326,0.199667221297837,0.199667221297837, [0.78767123 0.82638889 0.79166667 0.86805556 0.875     ],0.775,0.820833333333333,0.883527454242928,0.93935119887165,0.922437673130194,0.940443213296399,0.790697674418605,0.836065573770492,0.773964990275076,0.813852813852814,0.831858407079646,0.821441014563445,0.88313856427379,0.88758389261745,0.883560923206415
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102,10, low_bits_6, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.74125874 0.76223776 0.8006993  0.78169014 0.79577465],0.696842105263158,0.764210526315789,0.866582491582492,0.956645344705046,0.943899018232819,0.957223001402525,0.733333333333333,0.825,0.695478723404255,0.788679245283019,0.88936170212766,0.765514184397163,0.872022607993541,0.909090909090909,0.866582491582492
ensemble_model_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63,12, lab, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.76285714 0.84482759 0.79885057 0.83333333 0.81321839],0.558359621451104,0.558359621451104,0.848905723905724,0.955988857938718,0.985074626865672,0.954649827784156,0.625668449197861,0.73125,0.556707802547771,0.619565217391304,0.726114649681529,0.559932324840764,0.858494284588096,0.916666666666667,0.848905723905724
svm_model_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104,10, lab, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.57586207 0.50344828 0.56896552 0.52758621 0.56944444],0.566810344827586,0.540948275862069,0.561447811447811,0.572789115646258,0.581491712707182,0.566298342541437,0.554323725055432,0.518672199170125,0.568753139943807,0.498823529411765,0.475336322869955,0.53849803695365,0.555839727195226,0.548821548821549,0.561447811447811
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,954,318,318,0.6,0.2,0.2, [0.77604167 0.72395833 0.73157895 0.76315789 0.75263158],0.770440251572327,0.754716981132076,0.840880503144654,0.892405063291139,0.886792452830189,0.893081761006289,0.745644599303136,0.685897435897436,0.768874643874644,0.745098039215686,0.682634730538922,0.758535908315819,0.835820895522388,0.805,0.841107594936709
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104,8, low_bits_2, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.83478261 0.82608696 0.80869565 0.79565217 0.8245614 ],0.769633507853403,0.798429319371728,0.835774058577406,0.87362171331637,0.897212543554007,0.870209059233449,0.808695652173913,0.911764705882353,0.75925313945803,0.813559322033898,0.918032786885246,0.803237498970261,0.846978557504873,0.904266389177939,0.835413951686762
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svd,4,98,102,10, low_bits_4_shifted_2, svd,1348,449,449,0.600178094390027,0.199910952804987,0.199910952804987, [0.75925926 0.78518519 0.73333333 0.71851852 0.79850746],0.77728285077951,0.748329621380846,0.847729296527159,0.901300688599847,0.873887240356083,0.904302670623145,0.781659388646288,0.799107142857143,0.777331349206349,0.751648351648351,0.727659574468085,0.749343805925631,0.845945945945946,0.828773168578994,0.847899612142147
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,726,242,242,0.6,0.2,0.2, [0.71232877 0.76027397 0.79452055 0.83333333 0.80555556],0.747933884297521,0.677685950413223,0.861157024793388,0.95944055944056,0.944903581267218,0.960055096418733,0.758893280632411,0.768,0.747247863247863,0.688,0.735042735042735,0.679521367521368,0.862068965517241,0.867768595041322,0.861157024793388
ensemble_model_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70,10, lab, svdn,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.87898089 0.88853503 0.89423077 0.90705128 0.88141026],0.706896551724138,0.706896551724138,0.875841750841751,0.964574269732753,0.9923273657289,0.963554987212276,0.732584269662921,0.765258215962441,0.703872631297283,0.718676122931442,0.787564766839378,0.710683791870393,0.880904319741623,0.918350168350168,0.875841750841751
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102,8, low_bits_3, svdne,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.78968254 0.772      0.788      0.808      0.772     ],0.788968824940048,0.808153477218225,0.838446788111217,0.865766481334392,0.870607028753994,0.865015974440894,0.798165137614679,0.874371859296482,0.792690516804204,0.817351598173516,0.881773399014778,0.810045578012062,0.842006563525551,0.873540856031128,0.838944341059042
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104,8, low_bits_6, svdn,1224,408,408,0.6,0.2,0.2, [0.51626016 0.52845528 0.50819672 0.49180328 0.46311475],0.507352941176471,0.575980392156863,0.525,0.61288223812622,0.769607843137255,0.513888888888889,0.61271676300578,0.798994974874372,0.514330023322353,0.661448140900196,0.786046511627907,0.564007711772503,0.622516556291391,0.778752436647174,0.523498506292029
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svd,26,37,63, zones, low_bits_5, svd,1752,584,584,0.6,0.2,0.2, [0.84659091 0.81714286 0.84       0.85142857 0.79142857],0.730769230769231,0.682692307692308,0.912037037037037,0.985074626865672,0.979452054794521,0.985159817351598,0.7375,0.746835443037975,0.730560578661845,0.693498452012384,0.727272727272727,0.683256616800921,0.912368972746331,0.915824915824916,0.912037037037037
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102,8, low_bits_2, svdn,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.55172414 0.50862069 0.49130435 0.4826087  0.44782609],0.4921875,0.434895833333333,0.524973985431842,0.567730802415876,0.570190641247834,0.565857885615251,0.508816120906801,0.48792270531401,0.492548923278474,0.418230563002681,0.414893617021277,0.434487624837169,0.526697770865733,0.522633744855967,0.525001082954299
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svdn,16,92,108, zones, lab, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.5483871  0.56451613 0.51612903 0.5483871  0.55434783],0.566343042071197,0.511326860841424,0.796248382923674,0.967532467532468,0.963362068965517,0.967672413793103,0.562091503267974,0.562091503267974,0.566302161890397,0.529595015576324,0.570469798657718,0.513359899328859,0.796905222437137,0.806788511749347,0.796342973823392
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdn,8,96,104,8, low_bits_4_shifted_2, svdn,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.49082569 0.53211009 0.51376147 0.4266055  0.47706422],0.490358126721763,0.542699724517906,0.756607929515419,0.917647058823529,0.930275229357798,0.91651376146789,0.498644986449864,0.519774011299435,0.491069801348642,0.538888888888889,0.515957446808511,0.543693009118541,0.758996728462377,0.764835164835165,0.756589767848046
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104,8, low_bits_5, svdn,1296,432,432,0.6,0.2,0.2, [0.51923077 0.5        0.44230769 0.49612403 0.54263566],0.493055555555556,0.543981481481482,0.522685185185185,0.537246049661399,0.550925925925926,0.525462962962963,0.479809976247031,0.47196261682243,0.492862042356169,0.568927789934354,0.562770562770563,0.542579311236028,0.532850022655188,0.537968892955169,0.522498973187987
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104,8, low_bits_4, svdn,1266,422,422,0.6,0.2,0.2, [0.52755906 0.51574803 0.54330709 0.56746032 0.5515873 ],0.497630331753554,0.514218009478673,0.576303317535545,0.606760098928277,0.581358609794629,0.623222748815166,0.450777202072539,0.416267942583732,0.496866365658063,0.475703324808184,0.430555555555556,0.516248651564186,0.550753768844221,0.517958412098299,0.576469700345727
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108,6, low_bits_2, svd,778,259,259,0.600308641975309,0.199845679012346,0.199845679012346, [0.80769231 0.71794872 0.76282051 0.77564103 0.81168831],0.795366795366795,0.83011583011583,0.810185185185185,0.827346465816918,0.917737789203085,0.808483290488432,0.820338983050847,0.889705882352941,0.790381396461023,0.849315068493151,0.873239436619718,0.825508607198748,0.830344827586207,0.902548725637181,0.807395189527653
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66,10, low_bits_5, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.89084507 0.87588652 0.90780142 0.86879433 0.85815603],0.527659574468085,0.536170212765957,0.809948979591837,0.995031937544358,0.992917847025496,0.995042492917847,0.62876254180602,0.776859504132231,0.520008699434537,0.617543859649123,0.765217391304348,0.540942028985507,0.826542491268917,0.904074702886248,0.809788629126258
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108,4, low_bits_4, svdn,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.51785714 0.55357143 0.51818182 0.51818182 0.49090909],0.538043478260869,0.538043478260869,0.766811279826464,0.918032786885246,0.909747292418773,0.918772563176895,0.491017964071856,0.506172839506173,0.534639817811339,0.554973821989529,0.563829787234043,0.537470449172577,0.762954796030871,0.765486725663717,0.766785916023348
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svdn,26,37,63, zones, low_bits_3, svdn,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.55932203 0.57909605 0.57062147 0.53977273 0.54545455],0.524590163934426,0.567213114754098,0.86489898989899,0.975,0.971687429218573,0.975084937712344,0.505119453924915,0.474358974358974,0.525770091206333,0.571428571428571,0.590604026845638,0.567737910858716,0.864040660736976,0.858585858585859,0.86489898989899
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.69911504 0.78761062 0.75663717 0.76548673 0.71238938],0.797872340425532,0.821808510638298,0.845908607863974,0.874251497005988,0.904424778761062,0.869911504424779,0.802083333333333,0.832432432432432,0.798415169095797,0.824146981627296,0.853260869565217,0.822463768115942,0.85005170630817,0.880085653104925,0.846160970012378
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102,8, low_bits_4, svdn,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.48728814 0.52991453 0.55982906 0.51709402 0.52991453],0.451282051282051,0.494871794871795,0.789446721311475,1,1,1,0.43979057591623,0.43979057591623,0.451051066852588,0.463215258855586,0.438144329896907,0.494582369030086,0.786048932847475,0.777548918640577,0.789386080115395
svm_model_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108,6, lab, svdne,864,288,288,0.6,0.2,0.2, [0.96551724 0.97701149 0.94767442 0.97093023 0.95930233],0.871527777777778,0.847222222222222,0.93125,0.97877358490566,0.960648148148148,0.979166666666667,0.886153846153846,0.95364238410596,0.86733214095809,0.865853658536585,0.93421052631579,0.842105263157895,0.934043970686209,0.95374149659864,0.930771457519178
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.85779817 0.80275229 0.82110092 0.81651376 0.79816514],0.771349862258953,0.796143250688705,0.851321585903084,0.898472596585804,0.91743119266055,0.896330275229358,0.760806916426513,0.781065088757396,0.77197584334777,0.803191489361702,0.807486631016043,0.795788770053476,0.852941176470588,0.869034406215316,0.851457093818041
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70,10, low_bits_6, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.69932432 0.71959459 0.68581081 0.72972973 0.66891892],0.584821428571429,0.600446428571429,0.781986531986532,0.900455432661028,0.935135135135135,0.896621621621622,0.664259927797834,0.814159292035398,0.582755321693375,0.665420560747664,0.801801801801802,0.602228334529219,0.802741812642803,0.887205387205387,0.781986531986532
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108,6, low_bits_3, svdn,918,306,306,0.6,0.2,0.2, [0.52717391 0.5        0.51086957 0.52717391 0.51648352],0.509803921568627,0.506535947712418,0.622875816993464,0.697368421052632,0.69281045751634,0.699346405228758,0.489795918367347,0.464516129032258,0.510403759880367,0.488135593220339,0.45859872611465,0.507822852990211,0.615589606928714,0.599221789883268,0.623062805350066
ensemble_model_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102,10, lab, svdne,1578,526,526,0.6,0.2,0.2, [0.86075949 0.87658228 0.86075949 0.87341772 0.87898089],0.879699248120301,0.897243107769424,0.918350168350168,0.933837429111531,0.939163498098859,0.933460076045627,0.885167464114833,0.893719806763285,0.879151570048309,0.89238845144357,0.885416666666667,0.89681461352657,0.918692372170998,0.922558922558923,0.918350168350168
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svd,26,37,63, zones, low_bits_4_shifted_2, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.87428571 0.89142857 0.87068966 0.88793103 0.87068966],0.636075949367089,0.658227848101266,0.906144781144781,1,1,1,0.652567975830816,0.683544303797468,0.636075949367089,0.676646706586826,0.715189873417722,0.658227848101266,0.907430469074305,0.92003367003367,0.906144781144781
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.76948052 0.74675325 0.74675325 0.75649351 0.70588235],0.653937947494033,0.656324582338902,0.834175084175084,0.931685100845803,0.931079323797139,0.931729518855657,0.692144373673036,0.795121951219512,0.65690677000228,0.690987124463519,0.752336448598131,0.65421700478687,0.84074373484236,0.875420875420875,0.834175084175084
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108,4, low_bits_4, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.53174603 0.64285714 0.53174603 0.54761905 0.61290323],0.473684210526316,0.497607655502392,0.794455066921606,1,1,1,0.533898305084746,0.567567567567568,0.467457253171539,0.567901234567901,0.638888888888889,0.492711771177118,0.805781391147245,0.836772983114446,0.793630156274572
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svd,32,34,66, zones, low_bits_2, svd,1776,592,592,0.6,0.2,0.2, [0.8005618  0.81741573 0.83146067 0.86723164 0.8220339 ],0.78,0.79,0.861531986531987,0.88998899889989,0.911036036036036,0.887387387387387,0.79375,0.760479041916168,0.782495160055828,0.760456273764259,0.75187969924812,0.786119490342623,0.862973760932944,0.872053872053872,0.861531986531987
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108,6, low_bits_2, svd,930,310,310,0.6,0.2,0.2, [0.82258065 0.79032258 0.7688172  0.76344086 0.82258065],0.838709677419355,0.796774193548387,0.848387096774193,0.876267748478702,0.929032258064516,0.868817204301075,0.861111111111111,0.911764705882353,0.830882352941176,0.807339449541284,0.904109589041096,0.802664550618109,0.859533771667663,0.920614596670935,0.84782355321193
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58,12, low_bits_5, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.81791908 0.78612717 0.83236994 0.80924855 0.8265896 ],0.498452012383901,0.504643962848297,0.823653198653199,0.943833236826868,0.942196531791907,0.94393063583815,0.526315789473684,0.5625,0.499041411042945,0.548022598870057,0.595092024539877,0.503796012269939,0.827073875361122,0.843434343434343,0.823653198653199
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.82865169 0.81460674 0.81179775 0.84269663 0.81920904],0.688963210702341,0.648829431438127,0.888468013468014,0.962715637173066,0.973003374578178,0.962317210348706,0.730434782608696,0.802547770700637,0.682964026195389,0.670846394984326,0.753521126760563,0.653830627074549,0.892320195042666,0.924242424242424,0.888468013468014
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,1536,512,512,0.6,0.2,0.2, [0.83116883 0.82467532 0.82467532 0.81699346 0.85294118],0.702380952380952,0.69047619047619,0.848484848484848,0.933078393881453,0.953125,0.931640625,0.720357941834452,0.78921568627451,0.70479302832244,0.718614718614719,0.768518518518518,0.68818082788671,0.854721549636804,0.891414141414141,0.848484848484848
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_4_shifted_2_svdne,32,34,66, zones, low_bits_4_shifted_2, svdne,1452,484,484,0.6,0.2,0.2, [0.89041096 0.85862069 0.88275862 0.8862069  0.87586207],0.62987012987013,0.597402597402597,0.84006734006734,0.98397212543554,0.972451790633609,0.984159779614325,0.669245647969052,0.752173913043478,0.630397301349325,0.652985074626866,0.754310344827586,0.596720389805097,0.847266881028939,0.887205387205387,0.84006734006734
ensemble_model_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108,6, lab, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.92473118 0.92934783 0.91847826 0.95652174 0.91304348],0.912052117263844,0.882736156351792,0.936197916666667,0.961496149614962,0.947939262472885,0.962039045553145,0.914826498422713,0.941558441558442,0.911955691367456,0.886075949367089,0.939597315436242,0.884355619743437,0.936446173800259,0.945026178010471,0.936243658953422
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.7887931  0.84482759 0.82758621 0.84913793 0.79310345],0.761658031088083,0.735751295336788,0.826604554865424,0.883567299752271,0.922413793103448,0.878448275862069,0.79372197309417,0.972527472527472,0.773028442146089,0.781115879828326,0.933333333333333,0.733682373472949,0.842204427696656,0.934169278996865,0.827597460011253
ensemble_model_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66,10, low_bits_6, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.8862069  0.86896552 0.8862069  0.9137931  0.8862069 ],0.645788336933045,0.591792656587473,0.844276094276094,0.988202637057599,0.982068965517241,0.988275862068966,0.697416974169742,0.79746835443038,0.642097009073597,0.649350649350649,0.774336283185841,0.596028901086591,0.853291038858049,0.905723905723906,0.844276094276094
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102,8, low_bits_2, svdn,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.55263158 0.51769912 0.53982301 0.49115044 0.53982301],0.50132625994695,0.482758620689655,0.796924708377519,1,1,1,0.5,0.489583333333333,0.501548423423423,0.48,0.483870967741936,0.482773180206046,0.79660116834838,0.794491525423729,0.796927291374285
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104,8, low_bits_4, svdn,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.53636364 0.46363636 0.51818182 0.50454545 0.54545455],0.472677595628415,0.510928961748634,0.796943231441048,1,1,1,0.493438320209974,0.513661202185792,0.472677595628415,0.535064935064935,0.539267015706806,0.509633507853403,0.80064308681672,0.808441558441558,0.796841924595229
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,552,184,184,0.6,0.2,0.2, [0.51785714 0.53636364 0.5        0.54545455 0.53636364],0.559782608695652,0.543478260869565,0.815217391304348,0.990990990990991,0.996376811594203,0.990942028985507,0.571428571428571,0.650602409638554,0.56787546224502,0.6,0.670212765957447,0.540661938534279,0.821802935010482,0.865342163355408,0.815968726217319
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104,8, low_bits_6, svdn,1218,406,406,0.6,0.2,0.2, [0.51229508 0.53278689 0.46311475 0.4795082  0.48760331],0.524630541871921,0.54679802955665,0.814285714285714,1,1,1,0.539379474940334,0.556650246305419,0.524630541871921,0.535353535353535,0.54639175257732,0.546780781949037,0.814559763895721,0.823061630218688,0.814362846359344
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66,12, low_bits_3, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.63636364 0.67045455 0.64571429 0.64       0.62571429],0.617363344051447,0.665594855305466,0.647306397306397,0.655847789591494,0.668187001140251,0.649372862029647,0.612377850162866,0.639455782312925,0.618508378961341,0.684848484848485,0.689024390243902,0.664240086278414,0.654290429042904,0.667508417508418,0.647306397306397
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdn,8,96,104,8, low_bits_4_shifted_2, svdn,1176,392,392,0.6,0.2,0.2, [0.52966102 0.5        0.47457627 0.44017094 0.49145299],0.489795918367347,0.51530612244898,0.801020408163265,1,1,1,0.51219512195122,0.490654205607477,0.489709125275648,0.491978609625668,0.505494505494506,0.514652014652015,0.801020408163265,0.797764227642276,0.801033753165401
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,1422,474,474,0.6,0.2,0.2, [0.82517483 0.81338028 0.8556338  0.82042254 0.85211268],0.812236286919831,0.839662447257384,0.865400843881857,0.894664842681259,0.919831223628692,0.891701828410689,0.807775377969762,0.81304347826087,0.812259444048468,0.848,0.868852459016393,0.838774055595153,0.868453608247423,0.888607594936709,0.865400843881857
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svd,4,98,102, zones, low_bits_4_shifted_2, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.81418919 0.83108108 0.76013514 0.76013514 0.78716216],0.705357142857143,0.736607142857143,0.842171717171717,0.912770411723657,0.883783783783784,0.915540540540541,0.7,0.693693693693694,0.705253926492865,0.730593607305936,0.707964601769911,0.736865183767838,0.837732583297274,0.814814814814815,0.842171717171717
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,772,257,257,0.600311041990669,0.199844479004666,0.199844479004666, [0.79487179 0.75324675 0.78571429 0.80519481 0.80519481],0.782101167315175,0.80544747081712,0.857698289269051,0.904109589041096,0.940414507772021,0.900259067357513,0.801418439716312,0.904,0.785333333333333,0.814814814814815,0.909090909090909,0.811163101604278,0.864944649446495,0.927215189873417,0.858867533774629
ensemble_model_v2_N16_B92_E108_nb_zones_6_lab_svdne,16,92,108, zones, lab, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.98235294 0.96470588 0.92352941 0.93529412 0.98823529],0.819787985865724,0.84452296819788,0.928672316384181,0.992941176470588,0.992941176470588,0.992941176470588,0.82943143812709,0.925373134328358,0.825102674546729,0.859872611464968,0.924657534246575,0.841890810918908,0.930963773069036,0.965957446808511,0.9288296376096
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.50884956 0.47787611 0.54017857 0.52678571 0.51339286],0.508021390374332,0.486631016042781,0.786858974358974,0.979335130278527,0.969750889679715,0.979537366548043,0.525773195876289,0.481132075471698,0.512170976007454,0.483870967741936,0.508474576271186,0.487739826206659,0.786972770955686,0.774973711882229,0.787052545409084
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdn,40,30,70,10, low_bits_4_shifted_2, svdn,1422,474,474,0.6,0.2,0.2, [0.6958042  0.6584507  0.67253521 0.62676056 0.69014085],0.552742616033755,0.554852320675106,0.8042194092827,0.971704623878537,0.990154711673699,0.971167369901547,0.582677165354331,0.632478632478632,0.553739316239316,0.598095238095238,0.648760330578512,0.552828441151325,0.813053988718775,0.850042122999157,0.804141940620458
ensemble_model_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104,10, lab, svdn,1488,496,496,0.6,0.2,0.2, [0.52013423 0.4966443  0.4966443  0.50671141 0.52702703],0.527027027027027,0.540540540540541,0.825757575757576,1,1,1,0.53125,0.504237288135593,0.528560951760104,0.523364485981308,0.538461538461538,0.540417209908735,0.8248730964467,0.820707070707071,0.825757575757576
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108,4, low_bits_4, svdne,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.89130435 0.92753623 0.86231884 0.83823529 0.86764706],0.605263157894737,0.583333333333333,0.820490367775832,0.970414201183432,0.956268221574344,0.970845481049563,0.676258992805755,0.789915966386555,0.596792845578598,0.627450980392157,0.769230769230769,0.598325062034739,0.830438378825476,0.886925795053003,0.821067064193168
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108,6, low_bits_3, svdn,906,302,302,0.6,0.2,0.2, [0.47802198 0.51648352 0.5        0.52777778 0.48333333],0.463576158940397,0.490066225165563,0.790728476821192,1,1,1,0.448979591836735,0.468085106382979,0.463856217787763,0.52760736196319,0.518072289156626,0.486977321048902,0.792922673656619,0.796052631578947,0.79069298245614
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70,10, low_bits_4, svdne,1602,534,534,0.6,0.2,0.2, [0.85714286 0.84375    0.859375   0.85       0.884375  ],0.702842377260982,0.733850129198966,0.874579124579125,0.949685534591195,0.942571785268414,0.950062421972534,0.735632183908046,0.816326530612245,0.701356982583609,0.757647058823529,0.842931937172775,0.735241478790469,0.878367346938775,0.905723905723906,0.874579124579125
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104,8, low_bits_5, svdn,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.45384615 0.46923077 0.5        0.49230769 0.52713178],0.483796296296296,0.474537037037037,0.791859389454209,1,1,1,0.489702517162471,0.497674418604651,0.48386025077698,0.465882352941176,0.462616822429907,0.474427677269999,0.791666666666667,0.793135435992579,0.791862920948319
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svd,32,34,66, zones, lab, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.96242775 0.99132948 0.98546512 0.97093023 0.98837209],0.858895705521472,0.825153374233129,0.955387205387205,0.998256827425915,0.996519721577726,0.998259860788863,0.871508379888268,0.945454545454545,0.857820440429136,0.842105263157895,0.944099378881988,0.826595143986448,0.95655737704918,0.982323232323232,0.955387205387205
ensemble_model_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdne,16,42,58,12, low_bits_4_shifted_2, svdne,1824,608,608,0.6,0.2,0.2, [0.84699454 0.82513661 0.84615385 0.85164835 0.86263736],0.583333333333333,0.605072463768116,0.88973063973064,0.978747203579418,0.959429824561404,0.979166666666667,0.637223974763407,0.711267605633803,0.579514399831827,0.642622950819672,0.73134328358209,0.608629388269918,0.891286307053942,0.904040404040404,0.88973063973064
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104,10, low_bits_3, svd,1452,484,484,0.6,0.2,0.2, [0.79794521 0.82413793 0.84827586 0.83448276 0.83103448],0.768398268398268,0.785714285714286,0.806397306397306,0.83223249669749,0.867768595041322,0.825068870523416,0.752886836027714,0.714912280701754,0.767712550607287,0.786177105831533,0.777777777777778,0.785818713450292,0.809128630705394,0.820707070707071,0.806397306397306
ensemble_model_v2_N4_B98_E102_nb_zones_10_lab_svdne,4,98,102, zones, lab, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.88961039 0.87908497 0.85294118 0.88888889 0.90196078],0.864928909952607,0.845971563981043,0.906986531986532,0.935504885993485,0.93733681462141,0.935378590078329,0.877944325481799,0.949074074074074,0.862886551600144,0.853273137697517,0.91747572815534,0.847626752966559,0.90961145194274,0.936026936026936,0.906986531986532
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70,10, low_bits_5, svdn,1506,502,502,0.6,0.2,0.2, [0.67880795 0.67880795 0.64900662 0.62       0.64333333],0.588505747126437,0.620689655172414,0.660353535353535,0.681348933241569,0.657370517928287,0.692563081009296,0.570743405275779,0.566666666666667,0.587777777777778,0.643628509719223,0.662222222222222,0.619206349206349,0.654093441920274,0.642255892255892,0.660353535353535
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108,4, low_bits_4, svdne,654,218,218,0.6,0.2,0.2, [0.78030303 0.8030303  0.81538462 0.76923077 0.76923077],0.637614678899083,0.651376146788991,0.844036697247706,0.976525821596244,0.954128440366972,0.977064220183486,0.697318007662835,0.777777777777778,0.626512651265126,0.657657657657658,0.752577319587629,0.661412626735963,0.848484848484848,0.879852125693161,0.844297647546034
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104,10, low_bits_2, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.84589041 0.84931507 0.79655172 0.8        0.83103448],0.75704989154013,0.763557483731019,0.808501683501683,0.849807445442875,0.910591471801926,0.839064649243466,0.775100401606426,0.814345991561181,0.755387281494876,0.762527233115468,0.78125,0.764042721518987,0.819085487077535,0.867003367003367,0.808501683501683
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svdn,40,30,70, zones, lab, svdn,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.90780142 0.88652482 0.89361702 0.88214286 0.86785714],0.572649572649573,0.596153846153846,0.818958155422716,0.975609756097561,0.995732574679943,0.975106685633001,0.657534246575342,0.803347280334728,0.567612504796185,0.658227848101266,0.791304347826087,0.599433686518085,0.835147744945568,0.916382252559727,0.818874886963624
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_6_svdne,16,42,58, zones, low_bits_6, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.81868132 0.82417582 0.80939227 0.84530387 0.82596685],0.604982206405694,0.590747330960854,0.891414141414141,0.982359426681367,0.982359426681367,0.982359426681367,0.702412868632708,0.935714285714286,0.606155015197568,0.690026954177897,0.907801418439716,0.589614994934144,0.89913995308835,0.968013468013468,0.891414141414141
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70,12, low_bits_3, svd,1694,564,564,0.600283486888731,0.199858256555634,0.199858256555634, [0.83823529 0.84705882 0.86982249 0.87278107 0.84319527],0.809384164222874,0.81524926686217,0.85016835016835,0.870601589103292,0.905548996458087,0.865407319952774,0.804804804804805,0.797619047619048,0.80921414808698,0.819484240687679,0.826589595375723,0.815080511973576,0.854337152209493,0.878787878787879,0.85016835016835
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.53361345 0.52521008 0.54237288 0.5        0.55932203],0.456852791878173,0.532994923857868,0.78448275862069,0.977060322854715,0.971283783783784,0.977195945945946,0.465,0.481865284974093,0.457350552934808,0.551219512195122,0.567839195979899,0.532637546707899,0.78610971313538,0.79369918699187,0.784501415358283
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.92123288 0.90410959 0.9137931  0.9137931  0.88965517],0.61822125813449,0.609544468546638,0.840909090909091,0.984722222222222,0.975240715268225,0.984869325997249,0.640816326530612,0.656903765690377,0.616740171133477,0.60352422907489,0.617117117117117,0.609813788684082,0.841442953020134,0.844276094276094,0.840909090909091
svm_model_N16_B92_E108_nb_zones_8_lab_svd,16,92,108,8, lab, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.97272727 0.95       0.95909091 0.97272727 0.96363636],0.860655737704918,0.852459016393443,0.922489082969432,0.965581395348837,0.943636363636364,0.966363636363636,0.850439882697947,0.805555555555556,0.859767025089606,0.85,0.836065573770492,0.852459016393443,0.920045045045045,0.894852135815991,0.92239886442595
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.78703704 0.81132075 0.81132075 0.77358491 0.80188679],0.644067796610169,0.711864406779661,0.82844243792325,0.927480916030534,0.913533834586466,0.928571428571429,0.673575129533679,0.714285714285714,0.64202657807309,0.732984293193717,0.777777777777778,0.710727969348659,0.832599118942731,0.845637583892617,0.828285762333552
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.5        0.51834862 0.49082569 0.51376147 0.5733945 ],0.537190082644628,0.454545454545455,0.783590308370044,0.975297346752059,0.977981651376147,0.975229357798165,0.535911602209945,0.538888888888889,0.537204007285974,0.431034482758621,0.416666666666667,0.454234972677596,0.782029950083195,0.779005524861878,0.783575210290434
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdn,8,96,104, zones, low_bits_4_shifted_2, svdn,1070,356,356,0.600448933782267,0.199775533108866,0.199775533108866, [0.51869159 0.44859813 0.45327103 0.46261682 0.54205607],0.508426966292135,0.5,0.79685746352413,0.991612301957129,0.994392523364486,0.991588785046729,0.507042253521127,0.494505494505494,0.50874700012631,0.521505376344086,0.541899441340782,0.499763279992425,0.798888888888889,0.802455357142857,0.796825872702354
svm_model_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102,8, low_bits_4, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.74152542 0.71186441 0.75       0.72881356 0.77542373],0.646310432569975,0.66412213740458,0.719226856561546,0.753292361720808,0.727118644067797,0.761864406779661,0.651629072681704,0.637254901960784,0.64666977902272,0.652631578947368,0.616915422885572,0.665228544776119,0.712200208550573,0.68643216080402,0.719632146313442
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108,4, low_bits_6, svd,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.85074627 0.87313433 0.89393939 0.90151515 0.93939394],0.787330316742081,0.782805429864253,0.901446654611211,0.978978978978979,0.981927710843374,0.978915662650602,0.781395348837209,0.756756756756757,0.787469287469287,0.771428571428571,0.771428571428571,0.782266009852217,0.900091659028414,0.895985401459854,0.901397718651074
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,846,282,282,0.6,0.2,0.2, [0.50588235 0.52352941 0.5        0.5        0.5297619 ],0.556737588652482,0.48936170212766,0.80354609929078,0.990498812351544,0.985815602836879,0.990543735224586,0.581939799331104,0.583892617449664,0.555104203461674,0.510204081632653,0.503355704697987,0.488519957612151,0.806968641114982,0.803051317614424,0.803557589141029
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102,10, low_bits_6, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.53716216 0.47278912 0.50340136 0.46938776 0.52380952],0.491150442477876,0.493362831858407,0.529040404040404,0.522431259044863,0.490489130434783,0.551630434782609,0.477272727272727,0.464601769911504,0.491150442477876,0.440097799511002,0.398230088495575,0.493362831858407,0.498431196772748,0.468013468013468,0.529040404040404
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108,6, low_bits_2, svdn,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.5106383  0.60215054 0.5483871  0.5483871  0.53225806],0.474193548387097,0.551612903225806,0.763530927835051,0.930777422790202,0.937768240343348,0.930257510729614,0.43205574912892,0.424657534246575,0.471475108586702,0.577507598784195,0.608974358974359,0.551240426240426,0.763987138263666,0.7734375,0.763632015306122
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102,10, low_bits_5, svdn,1542,514,514,0.6,0.2,0.2, [0.46451613 0.49350649 0.42532468 0.48051948 0.47077922],0.484412470023981,0.570743405275779,0.508838383838384,0.500323206205559,0.501945525291829,0.498702983138781,0.505747126436782,0.52132701421801,0.483964477982791,0.532637075718016,0.495145631067961,0.569847697050568,0.506553911205074,0.504208754208754,0.508838383838384
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63,12, low_bits_4, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.62429379 0.62429379 0.64124294 0.57344633 0.59375   ],0.555921052631579,0.585526315789474,0.824915824915825,0.911781445645987,0.906108597285068,0.912330316742081,0.621848739495798,0.735099337748344,0.557092152534303,0.629411764705882,0.699346405228758,0.584772540362723,0.830480847595762,0.857744107744108,0.824915824915825
svm_model_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63,12, low_bits_3, svdne,1812,604,604,0.6,0.2,0.2, [0.85714286 0.82872928 0.80662983 0.8038674  0.85082873],0.829787234042553,0.769503546099291,0.822390572390572,0.836248012718601,0.870860927152318,0.829470198675497,0.827338129496403,0.858208955223881,0.831131504638967,0.765342960288808,0.716216216216216,0.77228721258572,0.827190827190827,0.85016835016835,0.822390572390572
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.4921875  0.515625   0.5        0.45275591 0.4488189 ],0.517647058823529,0.498823529411765,0.801034807149576,0.996084573218481,0.996865203761756,0.996081504702194,0.519906323185012,0.504545454545455,0.518126385809313,0.476658476658477,0.482587064676617,0.497989960909737,0.799621032685931,0.796978281397545,0.801019599930263
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svdn,26,37,63, zones, lab, svdn,1782,594,594,0.6,0.2,0.2, [0.82960894 0.81460674 0.80617978 0.81460674 0.83988764],0.609427609427609,0.619528619528619,0.871632996632997,0.95856052344602,0.986531986531986,0.957351290684624,0.646341463414634,0.716216216216216,0.609785960457101,0.658610271903323,0.731543624161074,0.619150190458915,0.877657440834336,0.920875420875421,0.871632996632997
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svdn,26,37,63, zones, low_bits_2, svdn,1788,596,596,0.6,0.2,0.2, [0.56424581 0.56424581 0.51117318 0.53351955 0.53370787],0.496598639455782,0.540816326530612,0.861531986531987,0.974215246636771,0.972035794183445,0.97427293064877,0.482517482517483,0.475862068965517,0.496320296227725,0.563106796116505,0.583892617449664,0.540222170793798,0.861706599411517,0.862794612794613,0.861531986531987
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108,4, low_bits_6, svd,648,216,216,0.6,0.2,0.2, [0.94615385 0.91538462 0.91538462 0.93076923 0.9296875 ],0.699074074074074,0.662037037037037,0.85462962962963,0.969793322734499,0.941358024691358,0.970679012345679,0.745098039215686,0.896226415094339,0.702658662092624,0.702040816326531,0.877551020408163,0.680300933932895,0.860938883968113,0.920454545454545,0.856060606060606
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108,6, low_bits_4, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.79545455 0.77586207 0.75287356 0.82183908 0.79885057],0.624137931034483,0.541379310344828,0.786501377410468,0.923076923076923,0.935779816513762,0.922018348623853,0.668693009118541,0.763888888888889,0.625095129375951,0.598187311178248,0.733333333333333,0.553763440860215,0.799222797927461,0.862937062937063,0.787642208537731
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.43103448 0.49568966 0.5        0.48695652 0.54347826],0.516883116883117,0.506493506493506,0.80269989615784,0.996533795493934,0.994809688581315,0.996539792387543,0.486187845303867,0.455958549222798,0.517041774611399,0.52020202020202,0.547872340425532,0.507438708283832,0.801255230125523,0.798748696558916,0.802683552002312
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdn,4,98,102,10, low_bits_4_shifted_2, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.52721088 0.50340136 0.54081633 0.50342466 0.51027397],0.43956043956044,0.476923076923077,0.551346801346801,0.612576064908722,0.618008185538881,0.609140518417462,0.465408805031447,0.482608695652174,0.439082125603865,0.475770925110132,0.48,0.476956521739131,0.557676348547718,0.565656565656566,0.551346801346801
svm_model_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108,6, low_bits_3, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.85227273 0.86781609 0.87356322 0.83908046 0.81609195],0.727586206896552,0.76551724137931,0.805785123966942,0.84814398200225,0.864678899082569,0.845183486238532,0.753894080996885,0.870503597122302,0.733265043594264,0.798816568047337,0.912162162162162,0.762419109250095,0.817829457364341,0.87551867219917,0.806072093301231
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63,12, low_bits_6, svdn,1806,602,602,0.6,0.2,0.2, [0.56629834 0.56077348 0.60773481 0.575      0.60555556],0.621052631578947,0.505263157894737,0.63510101010101,0.664130434782609,0.676633444075305,0.6578073089701,0.651612903225806,0.691780821917808,0.619271705922933,0.51877133105802,0.546762589928058,0.506258007292796,0.645108473188702,0.663299663299663,0.63510101010101
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102,10, low_bits_3, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.79391892 0.78040541 0.83783784 0.80067568 0.7755102 ],0.78619153674833,0.78619153674833,0.792508417508418,0.812227074235808,0.880920162381597,0.796346414073072,0.802469135802469,0.878378378378378,0.787206810334564,0.801652892561983,0.854625550660793,0.785420883438505,0.808394869801788,0.875420875420875,0.792508417508417
ensemble_model_N16_B92_E108_nb_zones_8_lab_svd,16,92,108,8, lab, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.93277311 0.96218487 0.95338983 0.96610169 0.96610169],0.906091370558376,0.901015228426396,0.946754563894523,0.975149957155099,0.961148648648649,0.975506756756757,0.907268170426065,0.914141414141414,0.906050298907442,0.91196388261851,0.957345971563981,0.896705772667236,0.947735191637631,0.951048951048951,0.946688224237143
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70,10, low_bits_6, svdn,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.71724138 0.7        0.69097222 0.70833333 0.70833333],0.489270386266094,0.542918454935622,0.792508417508418,0.971506105834464,0.991689750692521,0.970914127423823,0.59106529209622,0.781818181818182,0.504730229120473,0.638370118845501,0.764227642276423,0.529841093865484,0.813610586011342,0.905723905723906,0.792508417508418
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdne,8,96,104,8, low_bits_4_shifted_2, svdne,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.86016949 0.81355932 0.83050847 0.82627119 0.85042735],0.683673469387755,0.74234693877551,0.808868501529052,0.875207986688852,0.893039049235993,0.872665534804754,0.715596330275229,0.728971962616822,0.679092722881445,0.736292428198433,0.738219895287958,0.742244276002188,0.814448292924295,0.827967806841046,0.808612002594077
ensemble_model_v2_N32_B34_E66_nb_zones_10_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,1494,498,498,0.6,0.2,0.2, [0.88666667 0.89666667 0.8590604  0.88926174 0.87919463],0.664399092970522,0.648526077097506,0.855218855218855,0.97257525083612,0.973226238286479,0.972556894243641,0.7109375,0.854460093896714,0.670651099579936,0.712430426716141,0.842105263157895,0.641709908574252,0.864886095836607,0.926767676767677,0.855218855218855
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102,8, low_bits_4, svdne,1046,348,348,0.600459242250287,0.199770378874857,0.199770378874857, [0.74761905 0.75238095 0.76190476 0.73557692 0.74038462],0.666666666666667,0.629310344827586,0.778989667049369,0.867424242424242,0.875717017208413,0.866156787762906,0.714285714285714,0.819209039548023,0.663990484686292,0.673417721518987,0.777777777777778,0.631826741996233,0.792676359719979,0.845005740528129,0.778989667049369
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.8442623  0.85245902 0.89166667 0.90833333 0.875     ],0.666666666666667,0.741293532338308,0.875745526838966,0.99,0.983443708609271,0.990066225165563,0.707423580786026,0.818181818181818,0.668894830659537,0.775862068965517,0.857142857142857,0.735863095238095,0.882186616399623,0.924901185770751,0.875450592885376
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108,6, low_bits_2, svdn,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.56329114 0.53797468 0.50641026 0.58333333 0.55769231],0.513409961685824,0.494252873563218,0.801684532924962,1,1,1,0.538181818181818,0.536231884057971,0.512018381053376,0.525179856115108,0.548872180451128,0.493186090225564,0.806282722513089,0.812971342383107,0.801508999340854
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63,12, low_bits_5, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.55813953 0.56686047 0.59302326 0.61337209 0.54678363],0.604863221884498,0.610942249240122,0.623316498316498,0.618791143028127,0.60186263096624,0.629220023282887,0.619883040935673,0.634730538922156,0.604402306498115,0.614457831325301,0.62962962962963,0.611222000443557,0.618336886993603,0.61026936026936,0.623316498316498
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104,10, low_bits_3, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.81468531 0.8006993  0.81118881 0.79370629 0.8041958 ],0.792811839323467,0.820295983086681,0.847222222222222,0.87688098495212,0.896503496503497,0.874125874125874,0.78695652173913,0.760504201680672,0.793018058287145,0.814814814814815,0.795744680851064,0.820141247988557,0.847543049139017,0.849326599326599,0.847222222222222
svm_model_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102,8, low_bits_2, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.85714286 0.83613445 0.75210084 0.82352941 0.79411765],0.775252525252525,0.79040404040404,0.802219979818365,0.824281150159744,0.867226890756302,0.815126050420168,0.79445727482679,0.847290640394089,0.773386252839531,0.8,0.834170854271357,0.790181873836186,0.813333333333333,0.856569709127382,0.801888915477397
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_5_svdne,16,42,58, zones, low_bits_5, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.80167598 0.78212291 0.79213483 0.78932584 0.82303371],0.638513513513513,0.618243243243243,0.857744107744108,0.934371523915462,0.94170403587444,0.933856502242153,0.684365781710915,0.8,0.641721854304636,0.672463768115942,0.768211920529801,0.615140443023521,0.863819500402901,0.902356902356902,0.857744107744108
svm_model_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104,8, low_bits_6, svdne,1296,432,432,0.6,0.2,0.2, [0.83461538 0.78076923 0.84230769 0.81395349 0.83333333],0.784722222222222,0.768518518518518,0.838425925925926,0.878315132605304,0.868827160493827,0.879629629629629,0.80338266384778,0.896226415094339,0.786749571183533,0.790794979079498,0.836283185840708,0.765228971561131,0.843708016121809,0.867403314917127,0.838264041071226
svm_model_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104,8, low_bits_4, svdne,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.74107143 0.74774775 0.75225225 0.74774775 0.73873874],0.583783783783784,0.667567567567567,0.721922246220302,0.810207336523126,0.913669064748201,0.785971223021583,0.65158371040724,0.795580110497238,0.588266245724809,0.726057906458797,0.823232323232323,0.655802208127789,0.75990675990676,0.871657754010695,0.720452650178739
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svdn,8,96,104, zones, lab, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.48355263 0.49671053 0.52980132 0.54304636 0.52317881],0.51508120649652,0.51508120649652,0.80976430976431,0.977690288713911,0.984147952443857,0.977542932628798,0.519540229885057,0.538095238095238,0.515653953889248,0.519540229885057,0.51131221719457,0.515179918121095,0.811194653299916,0.817340067340067,0.80976430976431
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108,6, low_bits_3, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.79120879 0.83516484 0.84444444 0.88333333 0.86111111],0.760797342192691,0.770764119601329,0.851925630810093,0.908685968819599,0.902654867256637,0.90929203539823,0.779141104294479,0.824675324675325,0.759276437847866,0.756183745583039,0.77536231884058,0.771116742242376,0.852023888520239,0.862903225806452,0.852055287443908
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104,10, low_bits_2, svd,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.83552632 0.80592105 0.83112583 0.85099338 0.82119205],0.767981438515081,0.749419953596288,0.832912457912458,0.877985797288573,0.898282694848084,0.875165125495376,0.786324786324786,0.828828828828829,0.76608905556274,0.762114537444934,0.827751196172249,0.751713435923962,0.839336301092675,0.872895622895623,0.832912457912458
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svd,32,34,66,12, low_bits_4_shifted_2, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.87209302 0.88953488 0.89244186 0.87209302 0.88662791],0.567073170731707,0.646341463414634,0.887205387205387,0.994152046783626,0.988372093023256,0.994186046511628,0.607734806629834,0.6875,0.569940476190476,0.696335078534031,0.791666666666667,0.642708333333333,0.89079054604727,0.92003367003367,0.887205387205387
svm_model_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70,10, lab, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.99319728 0.98979592 0.98639456 0.98639456 0.99657534],0.797356828193833,0.814977973568282,0.922558922558923,0.994542974079127,0.993188010899182,0.994550408719346,0.812244897959184,0.880530973451327,0.797721627076541,0.827160493827161,0.881578947368421,0.814683278993945,0.924651924651925,0.9503367003367,0.922558922558923
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108,6, low_bits_4, svd,1004,334,334,0.600478468899521,0.199760765550239,0.199760765550239, [0.83168317 0.84158416 0.88       0.845      0.825     ],0.682634730538922,0.688622754491018,0.825358851674641,0.919765166340509,0.936254980079681,0.918326693227092,0.674846625766871,0.679012345679012,0.68252942865346,0.666666666666667,0.670967741935484,0.687439178230312,0.824096385542169,0.835164835164835,0.825554281591796
svm_model_N4_B98_E102_nb_zones_12_lab_svd,4,98,102,12, lab, svd,1812,604,604,0.6,0.2,0.2, [0.89285714 0.89779006 0.87569061 0.88121547 0.88121547],0.829787234042553,0.875886524822695,0.886363636363636,0.898754737412019,0.916114790286976,0.896799116997792,0.845161290322581,0.956204379562044,0.833274603574125,0.887459807073955,0.951724137931034,0.87367228794362,0.890599675850891,0.925084175084175,0.886363636363636
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108,4, low_bits_5, svd,654,218,218,0.6,0.2,0.2, [0.89393939 0.9469697  0.89230769 0.93846154 0.90769231],0.614678899082569,0.669724770642202,0.856880733944954,1,1,1,0.641025641025641,0.815217391304348,0.641735679779158,0.71875,0.786324786324786,0.66048912583566,0.863636363636364,0.921641791044776,0.857932808879789
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108,4, low_bits_6, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.484375   0.5390625  0.5390625  0.5546875  0.58730159],0.533018867924528,0.485849056603774,0.612994350282486,0.669918699186992,0.64576802507837,0.681818181818182,0.507462686567164,0.490384615384615,0.532229344729345,0.478468899521531,0.480769230769231,0.485754985754986,0.599024390243902,0.582542694497154,0.61276667435138
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70,10, low_bits_4, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.81208054 0.81879195 0.8277027  0.83108108 0.81418919],0.701793721973094,0.728699551569507,0.879208754208754,0.977926421404682,0.985175202156334,0.977762803234501,0.715203426124197,0.738938053097345,0.701287208366854,0.73866090712743,0.777272727272727,0.729344328238134,0.881649484536082,0.89983164983165,0.879208754208754
svm_model_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104,8, low_bits_5, svdne,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.84126984 0.824      0.804      0.82       0.836     ],0.642685851318945,0.654676258992806,0.778044103547459,0.862236628849271,0.849840255591054,0.864217252396166,0.680942184154176,0.791044776119403,0.647837202874516,0.702479338842975,0.805687203791469,0.652843601895735,0.788100686498856,0.829479768786127,0.778289502713674
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102,10, low_bits_6, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.46527778 0.5        0.50694444 0.5        0.47902098],0.541577825159915,0.498933901918976,0.810606060606061,1,1,1,0.531590413943355,0.521367521367521,0.541534824513548,0.501061571125265,0.502127659574468,0.498927077650482,0.809966216216216,0.807239057239057,0.810606060606061
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdn,40,30,70, zones, low_bits_4_shifted_2, svdn,1404,468,468,0.6,0.2,0.2, [0.67021277 0.69148936 0.63928571 0.66071429 0.64285714],0.57051282051282,0.510683760683761,0.796581196581197,0.967605633802817,0.978632478632479,0.967236467236467,0.629834254143646,0.74025974025974,0.57266151569949,0.576709796672828,0.658227848101266,0.508767603704313,0.809904153354633,0.866666666666667,0.796581196581197
ensemble_model_v2_N16_B42_E58_nb_zones_12_low_bits_4_shifted_2_svdne,16,42,58, zones, low_bits_4_shifted_2, svdne,1704,568,568,0.6,0.2,0.2, [0.79532164 0.81871345 0.82647059 0.82352941 0.80588235],0.681547619047619,0.678571428571429,0.878367003367003,0.955688622754491,0.936619718309859,0.956572769953052,0.696883852691218,0.75,0.683139534883721,0.712765957446809,0.779069767441861,0.676120249574589,0.879533138807837,0.888047138047138,0.878367003367003
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svd,32,34,66, zones, low_bits_4, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.76944444 0.825      0.84166667 0.80446927 0.83240223],0.720689655172414,0.682758620689655,0.881734006734007,0.939799331103679,0.938752783964365,0.939866369710468,0.741214057507987,0.822695035460993,0.723428054643248,0.719512195121951,0.791946308724832,0.679661097624827,0.884599589322382,0.906565656565657,0.881734006734007
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdne,8,96,104,8, low_bits_4_shifted_2, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.8677686  0.83471074 0.84166667 0.85       0.8375    ],0.778054862842893,0.768079800498753,0.883848454636092,0.957322175732218,0.95016611295681,0.957641196013289,0.781326781326781,0.791044776119403,0.778022388059701,0.774818401937046,0.792079207920792,0.767898900442808,0.884367245657568,0.886567164179104,0.883843022648993
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108,4, low_bits_5, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8359375  0.8359375  0.84126984 0.85714286 0.85714286],0.687203791469194,0.672985781990521,0.84375,0.951768488745981,0.933753943217666,0.952681388012618,0.67,0.712765957446808,0.689716312056738,0.687782805429864,0.723809523809524,0.673225516621743,0.841802492809204,0.850775193798449,0.843906115417743
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.77906977 0.78488372 0.80232558 0.72674419 0.81395349],0.783216783216783,0.79020979020979,0.856843575418994,0.902923976608187,0.897674418604651,0.903488372093023,0.798701298701299,0.938931297709924,0.795272100467865,0.815950920245399,0.936619718309859,0.791226525821596,0.862323707186031,0.913229018492176,0.857849077147323
ensemble_model_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102,8, low_bits_2, svdne,1052,350,350,0.600456621004566,0.199771689497717,0.199771689497717, [0.87735849 0.82380952 0.73333333 0.86190476 0.83333333],0.814285714285714,0.785714285714286,0.841324200913242,0.873626373626374,0.906844106463878,0.868821292775665,0.820936639118457,0.861271676300578,0.814816629110741,0.8,0.857142857142857,0.785714285714286,0.848087431693989,0.887871853546911,0.841430232012635
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102,10, low_bits_5, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.48666667 0.50333333 0.47333333 0.47666667 0.48993289],0.478359908883827,0.510250569476082,0.813131313131313,1,1,1,0.485393258426966,0.507042253521127,0.479184843574723,0.503464203233256,0.482300884955752,0.511103494121069,0.813131313131313,0.813131313131313,0.813131313131313
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svd,16,92,108, zones, lab, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.93253968 0.936      0.932      0.924      0.952     ],0.913669064748201,0.899280575539568,0.952061361457335,0.982229402261712,0.971246006389776,0.982428115015974,0.912621359223301,0.930693069306931,0.914183743955791,0.904545454545454,0.921296296296296,0.89845909342178,0.952153110047847,0.953065134099617,0.952060398143858
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104,8, low_bits_6, svdne,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.86864407 0.85897436 0.87179487 0.87606838 0.88888889],0.77948717948718,0.748717948717949,0.885758196721311,0.967032967032967,0.976109215017065,0.966723549488055,0.787128712871287,0.795,0.779078947368421,0.757425742574257,0.776649746192893,0.748428500039452,0.887995981918634,0.899287894201424,0.885660458968617
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108,4, low_bits_6, svdn,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.44029851 0.56818182 0.58333333 0.45454545 0.46212121],0.504545454545455,0.440909090909091,0.789473684210526,1,1,1,0.506787330316742,0.549019607843137,0.507560651379196,0.472103004291845,0.491071428571429,0.439980158730159,0.792114695340502,0.811009174311927,0.789705664355245
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.50510204 0.5        0.5255102  0.51530612 0.4744898 ],0.496932515337423,0.469325153374233,0.78921568627451,0.992893401015228,0.997959183673469,0.992857142857143,0.531428571428571,0.567073170731707,0.496499548328817,0.474164133738602,0.464285714285714,0.469484629294756,0.793269230769231,0.802919708029197,0.789114175002253
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svd,16,92,108,4, low_bits_4_shifted_2, svd,540,180,180,0.6,0.2,0.2, [0.85185185 0.87037037 0.90740741 0.91666667 0.93518519],0.744444444444444,0.705555555555556,0.845555555555555,0.929078014184397,0.97037037037037,0.925925925925926,0.767676767676768,0.853932584269663,0.74564761081615,0.730964467005076,0.808988764044944,0.706692184220274,0.855057351407716,0.915178571428571,0.845863621997471
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.79166667 0.78571429 0.78151261 0.73109244 0.74789916],0.702770780856423,0.692695214105793,0.796576032225579,0.866449511400651,0.89261744966443,0.862416107382551,0.695876288659794,0.671641791044776,0.703167834297898,0.682291666666667,0.642156862745098,0.694135426191202,0.798,0.797202797202797,0.796570941748607
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.79651163 0.75581395 0.72093023 0.72093023 0.75      ],0.56993006993007,0.657342657342657,0.801675977653631,0.926315789473684,0.92093023255814,0.926744186046512,0.594059405940594,0.638297872340426,0.570873074101247,0.691823899371069,0.718954248366013,0.652710206889773,0.807588075880759,0.823204419889503,0.801432718419328
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdn,26,37,63,12, low_bits_4_shifted_2, svdn,1794,598,598,0.6,0.2,0.2, [0.56388889 0.52222222 0.59217877 0.55865922 0.56703911],0.556701030927835,0.556701030927835,0.643097643097643,0.67511013215859,0.683389074693422,0.671125975473802,0.595611285266458,0.612903225806452,0.552775142314991,0.556701030927835,0.595588235294118,0.559084440227704,0.65045342126958,0.664141414141414,0.643097643097643
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104,8, low_bits_4, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.76956522 0.71929825 0.70175439 0.76754386 0.75438596],0.697368421052632,0.660526315789474,0.792323869610936,0.871489361702128,0.896672504378284,0.867775831873905,0.718826405867971,0.777777777777778,0.697789412449098,0.679900744416873,0.709844559585492,0.659735114017345,0.801207851031706,0.835257082896118,0.792233388655646
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.89516129 0.86290323 0.81967213 0.7704918  0.83606557],0.67156862745098,0.75,0.88160469667319,0.99510603588907,0.993485342019544,0.995114006514658,0.676328502415459,0.736842105263158,0.675760502172863,0.755980861244019,0.79,0.750769230769231,0.882410106899903,0.904382470119522,0.881998927367453
svm_model_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104,10, lab, svdne,1488,496,496,0.6,0.2,0.2, [0.91946309 0.91946309 0.92281879 0.88926174 0.90878378],0.921171171171171,0.905405405405405,0.916245791245791,0.915862068965517,0.89247311827957,0.918010752688172,0.930417495029821,0.966942148760331,0.916639391211849,0.901869158878505,0.955445544554455,0.90954095409541,0.916421671566569,0.918350168350168,0.916245791245791
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66,12, low_bits_3, svdn,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.63157895 0.6374269  0.66374269 0.66081871 0.60294118],0.640718562874252,0.634730538922156,0.826178451178451,0.900523560209424,0.90632318501171,0.899882903981264,0.67741935483871,0.72,0.636729559748428,0.634730538922156,0.666666666666667,0.636190476190476,0.829690721649484,0.846801346801347,0.826178451178451
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svd,16,92,108,4, low_bits_4_shifted_2, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.95901639 0.95901639 0.94262295 0.97540984 0.91803279],0.724137931034483,0.719211822660099,0.883858267716535,0.991816693944354,0.993442622950819,0.991803278688525,0.779527559055118,0.825,0.701656626506024,0.755364806866953,0.926315789473684,0.731676413255361,0.892531876138433,0.942307692307692,0.882444168734491
svm_model_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63,12, lab, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.98579545 0.98295455 0.96571429 0.99142857 0.99142857],0.758842443729904,0.742765273311897,0.931397306397306,0.995454545454546,0.998859749144812,0.995438996579247,0.736842105263158,0.7,0.756832298136646,0.748427672955975,0.739130434782609,0.742898550724638,0.931019889970377,0.925925925925926,0.931397306397306
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70,12, low_bits_2, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.80874317 0.83241758 0.81318681 0.83241758 0.82142857],0.768953068592058,0.823104693140794,0.824915824915825,0.84177545691906,0.884742041712404,0.833699231613611,0.783783783783784,0.758169934640523,0.770213999578326,0.807843137254902,0.830645161290323,0.823819312671305,0.831305758313058,0.862794612794613,0.824915824915825
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66,12, low_bits_2, svdn,1794,598,598,0.6,0.2,0.2, [0.53055556 0.56944444 0.59217877 0.58938547 0.58100559],0.580756013745704,0.63573883161512,0.585016835016835,0.562355658198614,0.542920847268673,0.577480490523969,0.579310344827586,0.595744680851064,0.581205673758865,0.629370629370629,0.6,0.636879432624114,0.572790294627383,0.556397306397306,0.585016835016835
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdn,4,98,102,10, low_bits_4_shifted_2, svdn,1566,522,522,0.6,0.2,0.2, [0.50955414 0.48407643 0.52866242 0.48397436 0.52564103],0.48641975308642,0.520987654320988,0.830808080808081,1,1,1,0.472081218274112,0.467336683417086,0.486095526174562,0.540284360189573,0.553398058252427,0.520417622091038,0.831234256926952,0.833333333333333,0.830808080808081
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.53125    0.5625     0.49206349 0.5952381  0.55555556],0.47867298578199,0.502369668246445,0.789772727272727,0.988976377952756,0.990536277602524,0.988958990536278,0.485981308411215,0.509803921568627,0.479672602986149,0.52914798206278,0.536363636363636,0.500855085508551,0.792910447761194,0.803402646502835,0.789746864048382
ensemble_model_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104,8, low_bits_5, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.78       0.812      0.812      0.7983871  0.77822581],0.667469879518072,0.650602409638554,0.847302504816956,0.973186119873817,0.990369181380417,0.972712680577849,0.697368421052632,0.760765550239234,0.666790542109908,0.669703872437358,0.724137931034483,0.652163305139883,0.853444290337494,0.891787439613526,0.847430703476312
svm_model_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108,6, low_bits_2, svdne,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.8        0.77647059 0.83928571 0.72619048 0.75595238],0.836298932384342,0.797153024911032,0.801564722617354,0.807860262008733,0.876777251184834,0.791469194312796,0.85625,0.944827586206896,0.832707910750507,0.823529411764706,0.904761904761905,0.791933191186923,0.821039127645927,0.896358543417367,0.800057884425446
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_shifted_2_svdne,8,96,104, zones, low_bits_4_shifted_2, svdne,1218,406,406,0.6,0.2,0.2, [0.82786885 0.80327869 0.79508197 0.81557377 0.83884298],0.75615763546798,0.763546798029557,0.867487684729064,0.939739413680782,0.947454844006568,0.939244663382594,0.748091603053435,0.727722772277228,0.756018248883712,0.773584905660377,0.762790697674419,0.76359430171679,0.868459657701711,0.865497076023392,0.867509494186995
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63,12, low_bits_3, svdne,1776,592,592,0.6,0.2,0.2, [0.78651685 0.79213483 0.79494382 0.79378531 0.79378531],0.91,0.896666666666667,0.880892255892256,0.877116329874386,0.904279279279279,0.873310810810811,0.91640866873065,0.967320261437908,0.908830198746165,0.901587301587302,0.965986394557823,0.898025877017474,0.88537869582827,0.92003367003367,0.880892255892256
svm_model_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66,12, lab, svdn,1824,608,608,0.6,0.2,0.2, [0.8442623  0.82786885 0.82967033 0.84615385 0.86813187],0.576086956521739,0.608695652173913,0.853535353535353,0.935904116727462,0.984649122807017,0.932565789473684,0.652818991097923,0.808823529411765,0.579411764705882,0.689655172413793,0.857142857142857,0.605042016806723,0.866359447004608,0.94949494949495,0.853535353535353
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svd,16,92,108, zones, low_bits_4_shifted_2, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.90517241 0.92105263 0.95614035 0.85964912 0.90350877],0.78421052631579,0.773684210526316,0.899159663865546,0.97864768683274,0.961538461538462,0.979020979020979,0.809302325581395,0.87,0.779444444444444,0.788177339901478,0.833333333333333,0.773049645390071,0.902040816326531,0.91701244813278,0.898931755981284
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102,10, low_bits_3, svd,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.75531915 0.79285714 0.76071429 0.79642857 0.775     ],0.828693790149893,0.830835117773019,0.822345890410959,0.821974965229485,0.843081312410842,0.817403708987161,0.823788546255507,0.834821428571429,0.82893334803057,0.837782340862423,0.839506172839506,0.830467372134039,0.825556956704498,0.840753424657534,0.822345890410959
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108,4, low_bits_5, svdn,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.50714286 0.53571429 0.51428571 0.49285714 0.56428571],0.553648068669528,0.493562231759657,0.53516295025729,0.665271966527197,0.908571428571429,0.542857142857143,0.677018633540373,0.923728813559322,0.548820928518791,0.619354838709677,0.905660377358491,0.527633338285544,0.658690176322418,0.911149825783972,0.54087896694604
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.77922078 0.78246753 0.78246753 0.76623377 0.74509804],0.789976133651551,0.842482100238663,0.839646464646465,0.857322438717788,0.886866059817945,0.852405721716515,0.764705882352941,0.697560975609756,0.788032824253476,0.836633663366337,0.789719626168224,0.84364030088899,0.839172646686366,0.836700336700337,0.839646464646465
svm_model_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108,4, low_bits_6, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.93220339 0.90677966 0.9137931  0.95689655 0.96551724],0.798969072164948,0.762886597938144,0.887860082304527,0.958620689655172,0.952054794520548,0.958904109589041,0.805970149253731,0.818181818181818,0.798564593301435,0.783018867924528,0.813725490196078,0.760123614663257,0.890231621349446,0.896551724137931,0.887733064574185
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70,10, low_bits_5, svdn,1590,530,530,0.6,0.2,0.2, [0.60062893 0.6163522  0.67295597 0.6509434  0.58176101],0.582697201017812,0.610687022900763,0.858164983164983,0.987452948557089,0.989937106918239,0.987421383647799,0.556756756756757,0.525510204081633,0.582552056355537,0.600522193211488,0.583756345177665,0.610755723609241,0.856412441414572,0.845959595959596,0.858164983164983
ensemble_model_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70,10, lab, svdne,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.98920863 0.98550725 0.98550725 0.98550725 0.97101449],0.85,0.83695652173913,0.937445699391833,1,1,1,0.862275449101796,0.943231441048035,0.850403599311896,0.854932301740812,0.952586206896552,0.835942226255293,0.94,0.979166666666667,0.937409420289855
svm_model_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63,12, low_bits_2, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.78571429 0.80571429 0.80857143 0.81142857 0.81034483],0.882165605095541,0.863057324840764,0.828282828282828,0.817168338907469,0.838672768878718,0.812356979405034,0.877887788778878,0.858064516129032,0.881862446743761,0.859016393442623,0.823899371069182,0.863562588760398,0.830141548709409,0.839225589225589,0.828282828282828
ensemble_model_v2_N4_B98_E102_nb_zones_8_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,1158,386,386,0.6,0.2,0.2, [0.77586207 0.73275862 0.83189655 0.75862069 0.78695652],0.823834196891192,0.821243523316062,0.846632124352332,0.861618798955614,0.854922279792746,0.862694300518135,0.846846846846847,0.903846153846154,0.81709161624892,0.836879432624114,0.898477157360406,0.819608949050573,0.853174603174603,0.873983739837398,0.846082779009608
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66,12, low_bits_5, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.84166667 0.90277778 0.88611111 0.89385475 0.87988827],0.531034482758621,0.568965517241379,0.887205387205387,0.996091568955891,0.993318485523385,0.996102449888642,0.634408602150538,0.791946308724832,0.523632728830501,0.65564738292011,0.843971631205674,0.576348231710219,0.893903404592241,0.9503367003367,0.887205387205387
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70,12, low_bits_3, svd,1734,578,578,0.6,0.2,0.2, [0.83908046 0.85632184 0.86705202 0.84393064 0.8265896 ],0.794392523364486,0.856697819314642,0.88047138047138,0.90193842645382,0.912341407151096,0.90080738177624,0.801204819277108,0.826086956521739,0.794293478260869,0.866279069767442,0.93125,0.856929347826087,0.883127572016461,0.903198653198653,0.88047138047138
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,1322,440,440,0.600363306085377,0.199818346957312,0.199818346957312, [0.84210526 0.875      0.84848485 0.86363636 0.85984848],0.779545454545454,0.725,0.87102633969119,0.949230769230769,0.933434190620272,0.950075642965204,0.795789473684211,0.863013698630137,0.779923138907829,0.766859344894027,0.857758620689655,0.717340848806366,0.876198779424586,0.903776978417266,0.870695828658175
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108,8, low_bits_3, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.8362069  0.82327586 0.81304348 0.82608696 0.77826087],0.783854166666667,0.791666666666667,0.803850156087409,0.820469798657718,0.847487001733102,0.814558058925477,0.798053527980535,0.916201117318436,0.792246900122632,0.823008849557522,0.93,0.785652173913043,0.81654501216545,0.877615062761506,0.804231962022575
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108,6, low_bits_4, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.51098901 0.5        0.49444444 0.52777778 0.57222222],0.524916943521595,0.514950166112957,0.52456839309429,0.404463040446304,0.320796460176991,0.527654867256637,0.456273764258555,0.377358490566038,0.53374966781823,0.359649122807018,0.328,0.487863636363636,0.407284768211921,0.334239130434783,0.520366318464145
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.79807692 0.81089744 0.79487179 0.81410256 0.82903226],0.789731051344743,0.794621026894866,0.856902356902357,0.891857506361323,0.89987163029525,0.890885750962773,0.782828282828283,0.759803921568627,0.789658058345289,0.800947867298578,0.824390243902439,0.79454806312769,0.857740585774058,0.862794612794613,0.856902356902357
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdn,16,92,108,4, low_bits_4_shifted_2, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.47457627 0.53389831 0.51694915 0.52542373 0.54237288],0.510204081632653,0.51530612244898,0.554989816700611,0.653521126760564,0.786440677966102,0.583050847457627,0.633587786259542,0.775700934579439,0.483356085267248,0.592274678111588,0.775280898876405,0.537173159718576,0.637344398340249,0.782077393075356,0.554989816700611
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,1310,436,436,0.600366636113657,0.199816681943171,0.199816681943171, [0.82824427 0.82061069 0.82442748 0.80152672 0.83587786],0.697247706422018,0.731651376146789,0.86205316223648,0.960122699386503,0.955725190839694,0.96030534351145,0.707964601769911,0.744186046511628,0.697884878459434,0.739420935412027,0.751131221719457,0.731379564348101,0.863492063492063,0.872593950504125,0.86205316223648
ensemble_model_N4_B98_E102_nb_zones_12_lab_svd,4,98,102,12, lab, svd,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.91176471 0.8368984  0.87967914 0.87967914 0.89304813],0.885375494071146,0.881422924901186,0.917508417508418,0.927856766719326,0.942245989304813,0.926737967914438,0.893772893772894,0.931297709923664,0.883681641847078,0.875,0.860655737704918,0.880709548241772,0.918739635157545,0.932659932659933,0.917508417508417
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108,6, low_bits_2, svdne,984,328,328,0.6,0.2,0.2, [0.81313131 0.8030303  0.8622449  0.8877551  0.83673469],0.759146341463415,0.74390243902439,0.831707317073171,0.889756097560976,0.926829268292683,0.885162601626016,0.761329305135952,0.67741935483871,0.771808268968651,0.7375,0.686046511627907,0.746869409660107,0.835322195704057,0.823529411764706,0.832017870439315
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108,4, low_bits_6, svdne,702,234,234,0.6,0.2,0.2, [0.92957746 0.92857143 0.92857143 0.89285714 0.9       ],0.717948717948718,0.803418803418803,0.884615384615385,0.966423357664234,0.943019943019943,0.967236467236467,0.71551724137931,0.846938775510204,0.735969387755102,0.825757575757576,0.915966386554622,0.801461454146876,0.885690093141406,0.920774647887324,0.885636493378878
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108,4, low_bits_5, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.59016393 0.48360656 0.56557377 0.54098361 0.525     ],0.49009900990099,0.514851485148515,0.801383399209486,1,1,1,0.455026455026455,0.452631578947369,0.487998032464339,0.519607843137255,0.557894736842105,0.517265125430398,0.799200799200799,0.809716599190283,0.801576446313288
ensemble_model_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104,10, lab, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.93666667 0.87666667 0.90666667 0.88926174 0.89261745],0.870454545454546,0.863636363636364,0.917929292929293,0.94708276797829,0.933155080213904,0.947860962566845,0.882474226804124,0.959641255605381,0.869221549461677,0.872881355932203,0.949308755760369,0.864788907028166,0.919786096256684,0.941077441077441,0.917929292929293
svm_model_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108,8, lab, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.60743802 0.65833333 0.58333333 0.61666667 0.59166667],0.5775,0.5575,0.600899100899101,0.641330166270784,0.6738768718802,0.623128119800333,0.623608017817372,0.693069306930693,0.576332633263326,0.602247191011236,0.653658536585366,0.555034396497811,0.629578117756143,0.673611111111111,0.600387044489157
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.796875   0.81640625 0.796875   0.77952756 0.82283465],0.625882352941176,0.689411764705882,0.792097836312324,0.878714859437751,0.857366771159875,0.88166144200627,0.625882352941176,0.630331753554502,0.625913540328653,0.702702702702703,0.705882352941176,0.688725490196079,0.790917691579943,0.781308411214953,0.792169357122628
ensemble_model_v2_N8_B96_E104_nb_zones_8_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.80088496 0.78761062 0.75221239 0.82300885 0.78761062],0.675531914893617,0.680851063829787,0.834218916046759,0.937611408199643,0.930973451327434,0.938053097345133,0.696517412935323,0.777777777777778,0.679705215419501,0.72093023255814,0.790816326530612,0.675963718820862,0.840327533265097,0.872476089266737,0.834218916046759
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,1416,472,472,0.6,0.2,0.2, [0.71830986 0.70774648 0.68661972 0.63829787 0.69503546],0.563559322033898,0.559322033898305,0.803813559322034,0.965806001395673,0.977401129943503,0.965395480225989,0.608365019011407,0.683760683760684,0.564569417510594,0.617647058823529,0.708860759493671,0.558685698895772,0.815021973631642,0.865139949109415,0.803865486832438
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdn,16,92,108,4, low_bits_4_shifted_2, svdn,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.60185185 0.55555556 0.52777778 0.62037037 0.53773585],0.46927374301676,0.502793296089386,0.794642857142857,1,1,1,0.486486486486487,0.50561797752809,0.469475655430712,0.529100529100529,0.574712643678161,0.504747626186907,0.798245614035088,0.817977528089888,0.794798076683525
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1624,541,541,0.600147819660015,0.199926090169993,0.199926090169993, [0.44785276 0.53067485 0.47222222 0.47839506 0.54938272],0.502659574468085,0.515957446808511,0.841750841750842,0.995686999383857,0.995073891625616,0.995689655172414,0.524173027989822,0.539267015706806,0.502065940285836,0.485875706214689,0.464864864864865,0.515154945521438,0.841350210970464,0.839225589225589,0.841750841750842
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,618,206,206,0.6,0.2,0.2, [0.93548387 0.92741935 0.89516129 0.94354839 0.94262295],0.762135922330097,0.757281553398058,0.898058252427184,0.990291262135922,0.990291262135922,0.990291262135922,0.79835390946502,0.866071428571429,0.752184650455927,0.782608695652174,0.891089108910891,0.75983026874116,0.903758020164986,0.944444444444444,0.897419072615923
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.48064516 0.50322581 0.46774194 0.50649351 0.48701299],0.542168674698795,0.51566265060241,0.832912457912458,0.996119016817594,0.996119016817594,0.996119016817594,0.52970297029703,0.527093596059113,0.54184868482201,0.537931034482759,0.55188679245283,0.514859652384051,0.833542976939203,0.836700336700337,0.832912457912458
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102,10, low_bits_4, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.71192053 0.69205298 0.77       0.68666667 0.73      ],0.651376146788991,0.603211009174312,0.711700336700337,0.766536964980545,0.785904255319149,0.76063829787234,0.675213675213675,0.708520179372197,0.650034737573423,0.632696390658174,0.699530516431925,0.605370639381882,0.723901652559452,0.755892255892256,0.711700336700337
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,618,206,206,0.6,0.2,0.2, [0.45967742 0.49193548 0.54032258 0.56451613 0.50819672],0.480582524271845,0.5,0.79126213592233,0.99194847020934,0.996763754045308,0.991909385113269,0.415300546448087,0.404255319148936,0.474449088145897,0.525345622119816,0.527777777777778,0.498582766439909,0.789422135161606,0.788649706457926,0.791242001591198
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svdn,26,37,63, zones, low_bits_4, svdn,1776,592,592,0.6,0.2,0.2, [0.56179775 0.54775281 0.57022472 0.60734463 0.56779661],0.536666666666667,0.603333333333333,0.851851851851852,0.947012401352875,0.945945945945946,0.947072072072072,0.547231270358306,0.579310344827586,0.538042269187987,0.640483383685801,0.683870967741935,0.60055617352614,0.854063018242123,0.867003367003367,0.851851851851852
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66,12, low_bits_6, svd,1818,606,606,0.6,0.2,0.2, [0.93406593 0.9010989  0.9010989  0.85989011 0.9198895 ],0.648745519713262,0.634408602150538,0.914562289562289,0.998348926802422,0.997799779977998,0.998349834983498,0.634328358208955,0.598591549295775,0.649660738151537,0.622222222222222,0.613138686131387,0.634034131798088,0.91380042462845,0.905723905723906,0.914562289562289
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1048,349,349,0.600229095074456,0.199885452462772,0.199885452462772, [0.82380952 0.82857143 0.77619048 0.80952381 0.82692308],0.833810888252149,0.790830945558739,0.868843069873998,0.906844106463878,0.91030534351145,0.906488549618321,0.842391304347826,0.91715976331361,0.836357659434582,0.814249363867684,0.898876404494382,0.788619488796899,0.873690016547159,0.909299655568312,0.86893554206987
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108,8, low_bits_3, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.83898305 0.87288136 0.79237288 0.8220339  0.82478632],0.775510204081633,0.793367346938776,0.841488277268094,0.881863560732113,0.899830220713073,0.879456706281834,0.781094527363184,0.844086021505376,0.778839127257543,0.811188811188811,0.861386138613861,0.791219385096404,0.847024102311854,0.881269191402252,0.841649824127522
svm_model_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108,4, low_bits_5, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.82142857 0.83035714 0.85714286 0.85454545 0.85454545],0.648648648648649,0.654054054054054,0.846652267818575,0.976576576576577,0.974820143884892,0.976618705035971,0.663212435233161,0.790123456790123,0.664292497625831,0.68,0.739130434782609,0.654511453950444,0.850210970464135,0.893569844789357,0.847837553973626
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdn,16,92,108, zones, low_bits_4_shifted_2, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.4765625  0.53125    0.47619048 0.49206349 0.47619048],0.492890995260663,0.507109004739336,0.799242424242424,0.998420221169036,0.996845425867508,0.998422712933754,0.515837104072398,0.558823529411765,0.495008094981112,0.527272727272727,0.504347826086956,0.507382246376812,0.802607076350093,0.807116104868914,0.799151922166258
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdn,4,98,102, zones, low_bits_4_shifted_2, svdn,1524,508,508,0.6,0.2,0.2, [0.4379085  0.47712418 0.47368421 0.50657895 0.48684211],0.532863849765258,0.476525821596244,0.81986531986532,0.996052631578948,0.993438320209974,0.996062992125984,0.538283062645012,0.534562211981567,0.532831345225233,0.477751756440281,0.488038277511962,0.476738032765198,0.820016820857864,0.820707070707071,0.81986531986532
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108,6, low_bits_4, svdn,1022,340,340,0.600470035252644,0.199764982373678,0.199764982373678, [0.56796117 0.51960784 0.54411765 0.58823529 0.57843137],0.529411764705882,0.541176470588235,0.809048178613396,0.991133004926108,0.984344422700587,0.99119373776908,0.576719576719577,0.641176470588235,0.529411764705882,0.559322033898305,0.603658536585366,0.543306541019956,0.813966800228964,0.841420118343195,0.809274819965063
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svd,8,96,104,10, low_bits_4_shifted_2, svd,1542,514,514,0.6,0.2,0.2, [0.83548387 0.8538961  0.83766234 0.84415584 0.85064935],0.762589928057554,0.760191846522782,0.859427609427609,0.912621359223301,0.914396887159533,0.912451361867704,0.771362586605081,0.787735849056604,0.762160607455131,0.76303317535545,0.785365853658537,0.760607455131155,0.860833333333333,0.869528619528619,0.859427609427609
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108,6, low_bits_6, svd,840,280,280,0.6,0.2,0.2, [0.89880952 0.89880952 0.92857143 0.92261905 0.92261905],0.864285714285714,0.803571428571429,0.896428571428571,0.937349397590361,0.926190476190476,0.938095238095238,0.867132867132867,0.861111111111111,0.86437908496732,0.794007490636704,0.791044776119403,0.803056634635044,0.895155459146782,0.886819484240688,0.896401195111797
svm_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdne,40,30,70,10, low_bits_4_shifted_2, svdne,1578,526,526,0.6,0.2,0.2, [0.91772152 0.89873418 0.92721519 0.94303797 0.91719745],0.56140350877193,0.568922305764411,0.849747474747475,0.993646759847522,0.991128010139417,0.993662864385298,0.604966139954853,0.740331491712707,0.576587764204978,0.657370517928287,0.756880733944954,0.549711085204521,0.858277094084954,0.90993265993266,0.849747474747475
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104,10, low_bits_3, svdn,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.51953125 0.48828125 0.5078125  0.51953125 0.51171875],0.502347417840376,0.509389671361502,0.522045028142589,0.558997050147493,0.5921875,0.5328125,0.547008547008547,0.587155963302752,0.500308750882145,0.56,0.624413145539906,0.509389671361502,0.556763810352327,0.597572362278245,0.521689102911036
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104,10, low_bits_6, svd,1470,490,490,0.6,0.2,0.2, [0.8537415  0.86054422 0.86054422 0.8707483  0.89455782],0.737306843267108,0.690949227373068,0.829124579124579,0.899658703071672,0.896598639455782,0.9,0.773333333333333,0.898230088495575,0.737661299754396,0.744525547445255,0.898678414096916,0.690489649526334,0.840031520882585,0.897306397306397,0.829124579124579
ensemble_model_v2_N8_B96_E104_nb_zones_10_lab_svdne,8,96,104, zones, lab, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.94039735 0.92715232 0.91390728 0.94370861 0.92384106],0.863741339491917,0.812933025404157,0.913299663299663,0.955525606469003,0.939072847682119,0.956291390728477,0.878350515463918,0.950892857142857,0.860613892686261,0.83298969072165,0.966507177033493,0.818075017088175,0.916055419722901,0.946127946127946,0.913299663299663
svm_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdne,16,92,108,4, low_bits_4_shifted_2, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.87272727 0.86363636 0.93636364 0.9        0.85454545],0.73224043715847,0.710382513661202,0.836244541484716,0.909090909090909,0.872727272727273,0.912727272727273,0.748717948717949,0.811111111111111,0.733512544802867,0.753488372093023,0.84375,0.703484195402299,0.840085287846482,0.854663774403471,0.836123095992944
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svd,32,34,66,12, low_bits_4_shifted_2, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.86338798 0.90163934 0.90437158 0.87087912 0.86263736],0.625454545454546,0.643636363636364,0.898989898989899,0.978272980501393,0.961664841182914,0.978641840087623,0.66006600660066,0.769230769230769,0.63289124668435,0.695652173913043,0.772413793103448,0.636206896551724,0.900826446280992,0.917508417508418,0.898989898989899
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108,4, low_bits_5, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.90909091 0.91666667 0.87121212 0.92307692 0.91538462],0.688073394495413,0.674311926605505,0.869047619047619,0.99388379204893,0.990853658536585,0.99390243902439,0.734375,0.831858407079646,0.68259587020649,0.707818930041152,0.811320754716981,0.677981805929919,0.875975715524718,0.923217550274223,0.868948224678396
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63,12, low_bits_6, svdn,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.61413043 0.62771739 0.57065217 0.55978261 0.60382514],0.479553903345725,0.531598513011152,0.869107744107744,0.975636166756903,0.980413492927095,0.975516866158868,0.416666666666667,0.367647058823529,0.480816010614772,0.479338842975207,0.43609022556391,0.530545112781955,0.866466294547016,0.849326599326599,0.869107744107744
ensemble_model_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63,12, lab, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.9863388  0.98087432 0.99453552 0.98901099 0.98626374],0.912727272727273,0.890909090909091,0.973484848484848,0.99507927829415,0.99671412924425,0.995071193866375,0.916666666666667,0.910344827586207,0.912864721485411,0.890510948905109,0.938461538461538,0.893368700265252,0.973651191969887,0.97979797979798,0.973484848484848
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104,10, low_bits_5, svd,1372,457,457,0.600174978127734,0.199912510936133,0.199912510936133, [0.76811594 0.77007299 0.74817518 0.75912409 0.76277372],0.713347921225383,0.695842450765864,0.765529308836396,0.822429906542056,0.897959183673469,0.806122448979592,0.718279569892473,0.769585253456221,0.716042626728111,0.71340206185567,0.729957805907173,0.694524357499041,0.781045751633987,0.83859649122807,0.765720584182971
ensemble_model_v2_N40_B30_E70_nb_zones_10_lab_svdne,40,30,70, zones, lab, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.98734177 0.99367089 0.98726115 0.97452229 0.99044586],0.807980049875312,0.800498753117207,0.933922558922559,1,1,1,0.807017543859649,0.842931937172775,0.809561206681626,0.813953488372093,0.833333333333333,0.798865619546248,0.934665002080732,0.945286195286195,0.933922558922559
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63,12, low_bits_5, svdn,1812,604,604,0.6,0.2,0.2, [0.59065934 0.63259669 0.57458564 0.62707182 0.62430939],0.592198581560284,0.560283687943262,0.875,0.967777777777778,0.961368653421634,0.967991169977925,0.604810996563574,0.598639455782313,0.591912320483749,0.553956834532374,0.57037037037037,0.560695389266818,0.874630645842128,0.872053872053872,0.875
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102,10, low_bits_2, svd,1364,454,454,0.600352112676056,0.199823943661972,0.199823943661972, [0.77737226 0.78832117 0.84558824 0.86029412 0.8125    ],0.812775330396476,0.781938325991189,0.809859154929577,0.828965517241379,0.881231671554252,0.818181818181818,0.822546972860125,0.875555555555555,0.813323629306162,0.795876288659794,0.839130434782609,0.781172360248447,0.821043910521955,0.871591908531222,0.809804764838298
ensemble_model_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdne,16,92,108,4, low_bits_4_shifted_2, svdne,624,208,208,0.6,0.2,0.2, [0.83333333 0.82539683 0.83870968 0.84677419 0.80645161],0.663461538461538,0.692307692307692,0.843269230769231,0.951585976627713,0.913461538461538,0.953525641025641,0.717741935483871,0.908163265306122,0.676808905380334,0.737704918032787,0.9,0.7,0.850595783684693,0.909803921568627,0.844524602293748
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108,6, low_bits_6, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.93956044 0.95       0.94444444 0.93333333 0.93333333],0.686666666666667,0.733333333333333,0.878828229027963,0.991071428571429,0.984478935698448,0.991130820399113,0.741758241758242,0.865384615384615,0.679220085470085,0.764705882352941,0.87248322147651,0.734254855771368,0.88625,0.937830687830688,0.878432770188802
svm_model_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102,10, low_bits_6, svdne,1476,492,492,0.6,0.2,0.2, [0.78040541 0.76013514 0.78040541 0.84013605 0.7585034 ],0.764444444444445,0.762222222222222,0.795875420875421,0.820816864295125,0.844173441734417,0.815718157181572,0.753488372093023,0.75,0.763888888888889,0.763796909492274,0.739316239316239,0.763176638176638,0.798000832986256,0.806397306397306,0.795875420875421
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_3_svdne,26,37,63, zones, low_bits_3, svdne,1698,566,566,0.6,0.2,0.2, [0.81470588 0.80588235 0.80882353 0.84411765 0.78994083],0.873156342182891,0.893805309734513,0.88973063973064,0.892919836161498,0.898704358068316,0.892226148409894,0.879551820728291,0.902298850574713,0.872361546499477,0.894736842105263,0.927272727272727,0.894670846394984,0.891196013289036,0.903198653198653,0.88973063973064
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.81967213 0.87704918 0.78688525 0.83606557 0.8       ],0.712871287128713,0.698019801980198,0.853754940711462,0.95253682487725,0.957236842105263,0.952302631578947,0.718446601941748,0.762886597938144,0.714776632302405,0.696517412935323,0.74468085106383,0.701044129235619,0.854616895874263,0.878787878787879,0.854287556415216
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svd,4,98,102, zones, lab, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.88483146 0.87921348 0.91011236 0.89044944 0.89325843],0.842281879194631,0.848993288590604,0.919612794612795,0.945213060320974,0.959550561797753,0.94438202247191,0.840677966101695,0.867132867132867,0.843243852921272,0.855305466237942,0.858064516129032,0.848612677644936,0.92084542063821,0.935185185185185,0.919612794612794
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.5        0.5        0.5        0.55617978 0.47191011],0.567114093959732,0.577181208053691,0.82573726541555,0.994425863991081,0.995535714285714,0.994419642857143,0.568561872909699,0.566666666666667,0.567117117117117,0.582781456953642,0.533333333333333,0.582456140350877,0.826435246995995,0.81127129750983,0.826074606230909
ensemble_model_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108,8, lab, svdn,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.62307692 0.59689922 0.55813953 0.58139535 0.55813953],0.569767441860465,0.553488372093023,0.789033457249071,0.940996168582375,0.95046439628483,0.940402476780186,0.574712643678161,0.598086124401914,0.57053627487064,0.567567567567568,0.567567567567568,0.553014553014553,0.792124542124542,0.803156917363046,0.789020319146639
svm_model_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102,10, low_bits_5, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.79333333 0.81333333 0.81666667 0.80536913 0.76510067],0.602272727272727,0.638636363636364,0.744107744107744,0.834740651387213,0.925133689839572,0.816844919786096,0.676524953789279,0.851162790697674,0.607803617571059,0.700564971751412,0.826666666666667,0.634263565891473,0.777289377289377,0.893097643097643,0.744107744107744
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108,8, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.875      0.85       0.85       0.82352941 0.8487395 ],0.776381909547739,0.738693467336683,0.817269076305221,0.851433536055604,0.819397993311037,0.857023411371237,0.786570743405276,0.858638743455497,0.779560917621468,0.761467889908257,0.834170854271357,0.738693467336683,0.818363273453094,0.82995951417004,0.817370195332032
ensemble_model_v2_N16_B92_E108_nb_zones_4_low_bits_4_shifted_2_svdne,16,92,108, zones, low_bits_4_shifted_2, svdne,582,194,194,0.6,0.2,0.2, [0.89830508 0.90517241 0.93103448 0.9137931  0.9137931 ],0.675257731958763,0.675257731958763,0.85360824742268,0.972508591065292,0.972508591065292,0.972508591065292,0.706976744186047,0.791666666666667,0.676445578231293,0.663101604278075,0.72093023255814,0.679909560723514,0.855691056910569,0.890063424947146,0.854488452916229
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104,10, low_bits_4, svd,1554,518,518,0.6,0.2,0.2, [0.74038462 0.74038462 0.70645161 0.71612903 0.76129032],0.688564476885645,0.725060827250608,0.729377104377104,0.762130177514793,0.828828828828829,0.741312741312741,0.720524017467249,0.825,0.692120853080569,0.7527352297593,0.815165876777251,0.722582938388626,0.753166986564299,0.825757575757576,0.729377104377104
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.79391892 0.79251701 0.80612245 0.79591837 0.76870748],0.785398230088496,0.814159292035398,0.839225589225589,0.866799204771372,0.888586956521739,0.863451086956522,0.787746170678337,0.746887966804979,0.788135926530452,0.798076923076923,0.786729857819905,0.812452065839413,0.839630562552477,0.841750841750842,0.839225589225589
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104,10, low_bits_2, svdn,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.52848101 0.49050633 0.51898734 0.45859873 0.52866242],0.5375,0.495,0.560185185185185,0.640437158469945,0.743654822335025,0.58248730964467,0.58980044345898,0.692708333333333,0.543469551282051,0.577405857740586,0.663461538461538,0.487980769230769,0.621239579557811,0.721380471380471,0.560185185185185
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113,4, low_bits_3, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.79464286 0.88392857 0.83928571 0.79464286 0.83035714],0.78494623655914,0.768817204301075,0.80793991416309,0.841059602649007,0.907142857142857,0.828571428571429,0.775280898876404,0.75,0.784574468085106,0.774869109947644,0.747474747474748,0.770289097875305,0.816032887975334,0.842887473460722,0.807560873389797
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102,10, low_bits_4, svd,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.68214286 0.67857143 0.68928571 0.68345324 0.70863309],0.670967741935484,0.703225806451613,0.782889079965606,0.847795163584637,0.853868194842407,0.846704871060172,0.681912681912682,0.71304347826087,0.671415356151711,0.710084033613445,0.737991266375546,0.703741395899637,0.786288616165891,0.802938634399309,0.782991986147473
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdne,4,98,102,10, low_bits_4_shifted_2, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.79530201 0.80872483 0.77852349 0.77516779 0.7852349 ],0.7313769751693,0.72234762979684,0.781144781144781,0.812162162162162,0.806711409395973,0.813422818791946,0.738461538461538,0.781395348837209,0.732802937576499,0.735483870967742,0.75,0.721511627906977,0.783333333333333,0.791245791245791,0.781144781144781
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,1224,408,408,0.6,0.2,0.2, [0.77642276 0.73170732 0.80327869 0.74180328 0.76229508],0.803921568627451,0.75,0.850490196078431,0.903225806451613,0.937908496732026,0.899509803921569,0.812206572769953,0.84390243902439,0.803724618526973,0.75,0.772727272727273,0.750649350649351,0.855106888361045,0.886699507389162,0.850666826865313
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63,12, low_bits_2, svdne,1948,649,649,0.600123228589033,0.199938385705484,0.199938385705484, [0.84102564 0.86153846 0.85128205 0.86923077 0.81958763],0.696261682242991,0.724299065420561,0.861111111111111,0.896273917421954,0.913757700205339,0.894250513347023,0.700460829493088,0.678571428571429,0.697128851540616,0.723004694835681,0.754901960784314,0.725665266106442,0.86341059602649,0.877946127946128,0.861111111111111
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,930,310,310,0.6,0.2,0.2, [0.93010753 0.93548387 0.9516129  0.91397849 0.90860215],0.732258064516129,0.725806451612903,0.876774193548387,0.974753018660812,0.954838709677419,0.975268817204301,0.766197183098592,0.894736842105263,0.735343104596935,0.779220779220779,0.87719298245614,0.708380663889941,0.884312537855845,0.926395939086294,0.875927628335798
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.72260274 0.68493151 0.70547945 0.62671233 0.60616438],0.556768558951965,0.53056768558952,0.787037037037037,0.939972714870395,0.943835616438356,0.93972602739726,0.581443298969072,0.621145374449339,0.557325933977916,0.567404426559356,0.61038961038961,0.529864408719034,0.793300653594771,0.817340067340067,0.787037037037037
svm_model_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70,10, low_bits_6, svdne,1446,482,482,0.6,0.2,0.2, [0.9        0.94137931 0.88965517 0.86458333 0.90625   ],0.589247311827957,0.531182795698925,0.82449494949495,0.994436717663421,0.988934993084371,0.994467496542185,0.661946902654867,0.742063492063492,0.575257098144422,0.597785977859779,0.76056338028169,0.548932483791639,0.83614931237721,0.895622895622896,0.82449494949495
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdn,26,37,63,12, low_bits_4_shifted_2, svdn,1710,570,570,0.6,0.2,0.2, [0.51169591 0.51754386 0.54678363 0.54678363 0.53508772],0.546546546546547,0.546546546546547,0.872053872053872,0.998831775700935,1,0.998830409356725,0.549253731343284,0.51685393258427,0.548749546937296,0.511326860841424,0.509677419354839,0.544164552374049,0.870967741935484,0.863636363636364,0.872053872053872
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108,6, low_bits_5, svd,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.85869565 0.81521739 0.86413043 0.81318681 0.77472527],0.714754098360656,0.714754098360656,0.849279161205767,0.937915742793792,0.923580786026201,0.938864628820961,0.749279538904899,0.792682926829268,0.708398201003287,0.740298507462687,0.805194805194805,0.713855680743098,0.85479797979798,0.872422680412371,0.848878006872852
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113,4, low_bits_3, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.88888889 0.81481481 0.83333333 0.86111111 0.85849057],0.776536312849162,0.8268156424581,0.886160714285714,0.942909760589318,0.951672862453531,0.942379182156134,0.8,0.776699029126214,0.776507409299949,0.830601092896175,0.853932584269663,0.826966292134832,0.889848812095032,0.893709327548807,0.885935123544519
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108,6, low_bits_4, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.75882353 0.76190476 0.72619048 0.73809524 0.79166667],0.653571428571429,0.707142857142857,0.783166904422254,0.849939975990396,0.840855106888361,0.851543942992874,0.666666666666667,0.659863945578231,0.653240243465807,0.709219858156029,0.719424460431654,0.707229960712281,0.783783783783784,0.779349363507779,0.783199861610005
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104,10, low_bits_6, svd,1518,506,506,0.6,0.2,0.2, [0.87171053 0.91118421 0.89144737 0.84210526 0.85761589],0.72960372960373,0.685314685314685,0.87037037037037,0.961923847695391,0.948616600790514,0.962450592885375,0.75,0.787330316742081,0.727799773755656,0.708423326133909,0.788461538461538,0.688348416289593,0.872937293729373,0.890572390572391,0.87037037037037
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svd,8,96,104,10, low_bits_4_shifted_2, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.83006536 0.81372549 0.8496732  0.83986928 0.83881579],0.785377358490566,0.757075471698113,0.867003367003367,0.920676202860858,0.926701570680628,0.920157068062827,0.796420581655481,0.767241379310345,0.787266522988506,0.743142144638404,0.776041666666667,0.758710488505747,0.86756077116513,0.871212121212121,0.867003367003367
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svdn,32,34,66, zones, low_bits_3, svdn,1704,568,568,0.6,0.2,0.2, [0.64327485 0.63157895 0.64705882 0.64411765 0.62352941],0.633928571428571,0.595238095238095,0.819444444444444,0.900117508813161,0.89906103286385,0.900234741784038,0.657381615598886,0.674285714285714,0.632173913043478,0.609195402298851,0.658385093167702,0.59776397515528,0.821917808219178,0.833333333333333,0.819444444444444
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70,12, low_bits_2, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.81944444 0.83888889 0.84166667 0.80446927 0.82681564],0.796551724137931,0.806896551724138,0.861531986531987,0.883569096844396,0.904231625835189,0.880846325167038,0.810289389067524,0.893617021276596,0.799157503926888,0.826086956521739,0.89261744966443,0.804464753201009,0.86685552407932,0.901515151515152,0.861531986531987
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svd,16,92,108,6, low_bits_4_shifted_2, svd,924,308,308,0.6,0.2,0.2, [0.87096774 0.85483871 0.83695652 0.85869565 0.875     ],0.714285714285714,0.655844155844156,0.853246753246753,0.965367965367965,0.965367965367965,0.965367965367965,0.736526946107784,0.825503355704698,0.71778312439323,0.695402298850575,0.75625,0.651773648648649,0.859277708592777,0.894941634241245,0.853192533635577
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66,12, low_bits_4, svdn,1854,618,618,0.6,0.2,0.2, [0.61021505 0.59139785 0.59189189 0.58648649 0.6027027 ],0.681992337164751,0.609195402298851,0.634259259259259,0.649230769230769,0.682847896440129,0.631067961165049,0.661224489795918,0.604477611940298,0.684128569749677,0.578512396694215,0.551181102362205,0.607680103419908,0.643414033647928,0.65993265993266,0.634259259259259
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66,12, low_bits_5, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.85227273 0.86079545 0.88571429 0.82571429 0.86285714],0.662379421221865,0.643086816720257,0.902777777777778,0.991423670668953,0.988597491448119,0.991448118586089,0.705882352941176,0.812903225806452,0.662861869313482,0.690807799442897,0.794871794871795,0.642597187758478,0.906288032454361,0.94023569023569,0.902777777777778
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104,10, low_bits_5, svd,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.79285714 0.81071429 0.81785714 0.78776978 0.79496403],0.643010752688172,0.658064516129032,0.843938091143594,0.973314606741573,0.992836676217765,0.972779369627507,0.686792452830189,0.78448275862069,0.643314340683735,0.70391061452514,0.818181818181818,0.659090909090909,0.854275391409073,0.916451335055986,0.844062577399238
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.8220339  0.80508475 0.81355932 0.81355932 0.79661017],0.724489795918367,0.744897959183674,0.854378818737271,0.933104631217839,0.922033898305085,0.933898305084746,0.735294117647059,0.646551724137931,0.742025862068966,0.683544303797468,0.627906976744186,0.732135306553911,0.848677248677249,0.806841046277666,0.85496691489141
svm_model_N8_B96_E104_nb_zones_12_lab_svd,8,96,104,12, lab, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.92045455 0.91477273 0.92045455 0.91477273 0.92897727],0.918831168831169,0.88961038961039,0.922138047138047,0.928327645051194,0.927272727272727,0.928409090909091,0.929178470254958,0.982035928143712,0.913003779674693,0.888157894736842,0.957446808510638,0.894891068925978,0.923395445134576,0.938552188552189,0.922138047138047
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102,10, low_bits_6, svdne,1488,496,496,0.6,0.2,0.2, [0.80536913 0.80536913 0.80872483 0.83557047 0.84797297],0.709459459459459,0.673423423423423,0.846801346801347,0.939106901217862,0.932795698924731,0.939516129032258,0.731808731808732,0.768558951965066,0.707535289936021,0.709418837675351,0.823255813953488,0.678003452828273,0.851912123677787,0.881313131313131,0.846801346801347
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104,10, low_bits_3, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.49657534 0.4760274  0.45862069 0.44482759 0.52068966],0.52060737527115,0.477223427331887,0.805555555555556,1,1,1,0.530785562632696,0.534188034188034,0.520397981851726,0.486140724946695,0.502202643171806,0.47759704808163,0.807017543859649,0.813131313131313,0.805555555555556
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66,12, low_bits_2, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.56609195 0.60057471 0.63218391 0.54913295 0.5433526 ],0.565625,0.584375,0.884680134680135,0.998846597462514,0.997695852534562,0.998847926267281,0.574923547400612,0.61437908496732,0.567668584399828,0.61671469740634,0.640718562874252,0.581797189933858,0.886212624584718,0.898148148148148,0.884680134680135
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svd,40,30,70, zones, low_bits_3, svd,1734,578,578,0.6,0.2,0.2, [0.8362069  0.79310345 0.84393064 0.84393064 0.81791908],0.866043613707165,0.894080996884735,0.900252525252525,0.908675799086758,0.918108419838524,0.907727797001153,0.86687306501548,0.858895705521472,0.86615671352023,0.892405063291139,0.892405063291139,0.894055292381766,0.900878293601004,0.906565656565657,0.900252525252525
ensemble_model_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66,12, lab, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.84946237 0.82526882 0.85483871 0.85675676 0.86216216],0.603846153846154,0.596153846153846,0.888468013468014,0.97007874015748,0.995689655172414,0.969288793103448,0.70487106017192,0.946153846153846,0.603846153846154,0.688427299703264,0.892307692307692,0.596153846153846,0.897722886916248,0.978956228956229,0.888468013468014
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108,6, low_bits_4, svdne,746,248,248,0.600644122383253,0.199677938808374,0.199677938808374, [0.78       0.8        0.80666667 0.80405405 0.78378378],0.685483870967742,0.717741935483871,0.800322061191626,0.867724867724868,0.879356568364611,0.865951742627346,0.702290076335878,0.807017543859649,0.694553548049228,0.755244755244755,0.857142857142857,0.715456674473068,0.809815950920245,0.861337683523654,0.801098094544021
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108,6, low_bits_5, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.86021505 0.86956522 0.81521739 0.91304348 0.82608696],0.690553745928339,0.713355048859935,0.880859375,1,1,1,0.721407624633431,0.836734693877551,0.696492346938775,0.747126436781609,0.838709677419355,0.712117996604414,0.886405959031657,0.935779816513762,0.881214617183142
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdne,40,30,70,10, low_bits_4_shifted_2, svdne,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.94405594 0.92657343 0.92657343 0.93661972 0.92605634],0.553684210526316,0.553684210526316,0.818602693602693,0.995094604064471,0.995792426367462,0.995091164095372,0.66025641025641,0.869198312236287,0.554347055277807,0.652459016393443,0.836134453781513,0.55308832393717,0.838030815482901,0.938552188552189,0.818602693602693
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63,12, low_bits_4, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.79768786 0.82947977 0.79479769 0.77456647 0.81213873],0.659442724458204,0.687306501547988,0.82996632996633,0.885866351271437,0.865895953757225,0.888439306358381,0.670658682634731,0.678787878787879,0.659014192558496,0.679365079365079,0.677215189873418,0.687092443421557,0.827350427350427,0.814814814814815,0.82996632996633
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102,10, low_bits_5, svdne,1440,480,480,0.6,0.2,0.2, [0.79861111 0.71527778 0.76041667 0.80555556 0.72916667],0.69017094017094,0.668803418803419,0.852693602693603,0.965753424657534,0.979166666666667,0.965277777777778,0.690831556503198,0.707423580786026,0.690531874075021,0.677754677754678,0.682008368200837,0.668515101130986,0.854771784232365,0.867003367003367,0.852693602693603
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108,6, low_bits_6, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.5        0.51136364 0.55681818 0.55681818 0.55172414],0.530821917808219,0.503424657534247,0.532831737346101,0.591233435270132,0.660592255125285,0.543280182232346,0.573208722741433,0.676470588235294,0.540158371040724,0.586894586894587,0.677631578947368,0.495958646616541,0.58681185722928,0.667125171939477,0.533562585969739
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102,10, low_bits_3, svdn,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.55384615 0.50769231 0.53488372 0.53488372 0.47286822],0.512761020881671,0.475638051044083,0.522727272727273,0.396744659206511,0.301391035548686,0.541731066460587,0.295302013422819,0.207547169811321,0.507883173946756,0.323353293413174,0.244343891402715,0.481695755225167,0.362848297213622,0.271296296296296,0.523194616549635
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svd,16,92,108,6, low_bits_4_shifted_2, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.93103448 0.91954023 0.90229885 0.89655172 0.91860465],0.719723183391004,0.73356401384083,0.880359612724758,0.982618771726535,0.976958525345622,0.982718894009216,0.76657060518732,0.917241379310345,0.719037356321839,0.761609907120743,0.924812030075188,0.747662425294004,0.887149380300065,0.955056179775281,0.881479043566115
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108,8, low_bits_2, svd,1316,438,438,0.60036496350365,0.199817518248175,0.199817518248175, [0.82954545 0.8030303  0.81439394 0.83587786 0.83587786],0.835616438356164,0.737442922374429,0.849452554744526,0.891912320483749,0.896656534954407,0.891337386018237,0.844827586206896,0.878923766816143,0.834810720617374,0.753747323340471,0.796380090497738,0.736899722668224,0.853593611357587,0.872958257713248,0.849323165553872
ensemble_model_v2_N26_B37_E63_nb_zones_12_lab_svdne,26,37,63, zones, lab, svdne,1746,582,582,0.6,0.2,0.2, [0.95142857 0.97428571 0.97142857 0.97701149 0.97988506],0.692063492063492,0.657142857142857,0.912037037037037,0.997706422018349,0.996563573883162,0.997709049255441,0.753180661577608,0.967320261437908,0.699709513435004,0.735294117647059,0.925925925925926,0.649237472766885,0.917878192534381,0.983164983164983,0.912037037037037
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113,4, low_bits_3, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.53225806 0.59677419 0.59016393 0.59016393 0.59016393],0.602941176470588,0.563725490196078,0.75146771037182,0.864951768488746,0.876221498371335,0.863192182410423,0.597014925373134,0.58252427184466,0.603143324041142,0.582159624413146,0.563636363636364,0.563733075435203,0.754826254826255,0.751923076923077,0.751459546429666
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70,12, low_bits_4, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.80898876 0.83050847 0.83050847 0.82768362 0.78531073],0.645695364238411,0.639072847682119,0.875,0.954003407155026,0.948081264108352,0.954288939051919,0.651465798045603,0.657894736842105,0.645614035087719,0.635451505016722,0.633333333333333,0.639035087719298,0.874524714828897,0.871212121212121,0.875
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdne,4,98,102,10, low_bits_4_shifted_2, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.82467532 0.80392157 0.83333333 0.7875817  0.7875817 ],0.727488151658768,0.661137440758294,0.851010101010101,0.9375,0.939947780678851,0.93733681462141,0.72289156626506,0.72463768115942,0.727435119649477,0.671264367816092,0.67906976744186,0.660790922368273,0.851634534786253,0.855218855218855,0.851010101010101
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svdn,16,92,108, zones, lab, svdn,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.54365079 0.58730159 0.58730159 0.564      0.576     ],0.574162679425837,0.564593301435407,0.814053537284895,0.976781425140112,0.971337579617834,0.976910828025478,0.61304347826087,0.655813953488372,0.571749341276206,0.588235294117647,0.601851851851852,0.563302163549688,0.819153881915388,0.831916902738432,0.813828732104937
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,822,274,274,0.6,0.2,0.2, [0.79518072 0.77439024 0.73780488 0.72560976 0.81097561],0.693430656934307,0.711678832116788,0.840875912408759,0.934131736526946,0.948905109489051,0.9330900243309,0.697841726618705,0.713235294117647,0.693574168797954,0.714801444043321,0.722627737226277,0.711678832116788,0.843165467625899,0.85672514619883,0.840899016248103
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108,8, low_bits_3, svdn,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.55172414 0.5387931  0.51293103 0.55603448 0.50862069],0.5,0.520725388601036,0.524327122153209,0.400885935769657,0.312068965517241,0.533620689655172,0.379421221864952,0.305699481865285,0.5,0.327272727272727,0.260115606936416,0.4962549865668,0.38280725319006,0.301268498942918,0.51980260646943
svm_model_N26_B87_E113_nb_zones_4_lab_svd,26,87,113,4, lab, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.97619048 0.97619048 0.98412698 0.96774194 0.97580645],0.802884615384615,0.855769230769231,0.925143953934741,0.98876404494382,0.984025559105431,0.988817891373802,0.827004219409283,0.951456310679612,0.804299583911234,0.852941176470588,0.945652173913044,0.865067466266867,0.926691729323308,0.970472440944882,0.926247456427497
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104,10, low_bits_4, svd,1542,514,514,0.6,0.2,0.2, [0.79677419 0.79220779 0.80844156 0.79545455 0.77922078],0.652278177458034,0.661870503597122,0.785353535353535,0.856041131105398,0.863813229571984,0.85473411154345,0.681318681318681,0.724299065420561,0.650326872611758,0.69281045751634,0.783251231527094,0.664990101744855,0.793522267206478,0.824915824915825,0.785353535353535
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.86813187 0.83516484 0.83516484 0.82967033 0.82967033],0.70957095709571,0.693069306930693,0.870712401055409,0.983240223463687,0.967032967032967,0.983516483516484,0.744186046511628,0.847682119205298,0.710025270128965,0.717325227963526,0.802721088435374,0.696232339089482,0.875,0.911022576361222,0.870976556856889
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104,10, low_bits_2, svdn,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.46478873 0.45070423 0.44014085 0.48239437 0.45035461],0.552966101694915,0.514830508474576,0.813717188823031,1,1,1,0.540305010893246,0.521008403361345,0.553239244415715,0.492239467849224,0.480519480519481,0.514118661421566,0.810996563573883,0.801358234295416,0.813685873904465
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102,10, low_bits_2, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.78040541 0.77210884 0.76870748 0.76530612 0.78571429],0.860619469026549,0.845132743362832,0.864478114478115,0.878923766816144,0.932065217391304,0.871603260869565,0.842105263157895,0.770642201834862,0.857543323139653,0.834123222748815,0.752136752136752,0.848545440288559,0.864819479429051,0.867003367003367,0.864478114478114
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svd,16,92,108, zones, low_bits_4_shifted_2, svd,936,312,312,0.6,0.2,0.2, [0.93085106 0.88297872 0.85638298 0.93548387 0.92473118],0.782051282051282,0.701923076923077,0.891025641025641,0.990353697749196,0.987179487179487,0.990384615384616,0.786163522012579,0.77639751552795,0.782238492863313,0.713846153846154,0.738853503184713,0.701684816108486,0.892131979695431,0.89440203562341,0.890999467424108
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66,12, low_bits_6, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.94808743 0.90983607 0.91803279 0.88736264 0.92582418],0.592727272727273,0.618181818181818,0.908670033670034,1,1,1,0.672514619883041,0.821428571428571,0.588492063492063,0.688427299703264,0.859259259259259,0.622486772486772,0.913373253493014,0.962962962962963,0.908670033670034
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113,4, low_bits_3, svdn,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.56818182 0.52272727 0.48484848 0.56060606 0.49230769],0.515981735159817,0.529680365296804,0.808394160583942,0.998482549317147,1,0.998480243161094,0.558333333333333,0.558333333333333,0.511489898989899,0.538116591928251,0.571428571428571,0.531328320802005,0.812834224598931,0.823104693140794,0.808231313360065
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108,6, low_bits_6, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.5        0.60240964 0.53012048 0.52409639 0.56024096],0.52536231884058,0.52536231884058,0.810419681620839,1,1,1,0.57328990228013,0.628571428571429,0.523844537815126,0.533807829181495,0.5859375,0.529455236486487,0.815232722143864,0.846266471449487,0.810829945309865
ensemble_model_N26_B87_E113_nb_zones_4_lab_svd,26,87,113,4, lab, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.91525424 0.96610169 0.96610169 0.93103448 0.95689655],0.882051282051282,0.866666666666667,0.935450819672131,0.975609756097561,0.955631399317406,0.976109215017065,0.889952153110048,0.98936170212766,0.885769959974721,0.87962962962963,0.979381443298969,0.867241742057648,0.936936936936937,0.966942148760331,0.935706846737889
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.84353741 0.81632653 0.81292517 0.80821918 0.80136986],0.712087912087912,0.679120879120879,0.841750841750842,0.933062880324544,0.941336971350614,0.932469304229195,0.752362948960303,0.85042735042735,0.708019105077929,0.71031746031746,0.809954751131222,0.682755153343389,0.850318471337579,0.898989898989899,0.841750841750842
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,1404,468,468,0.6,0.2,0.2, [0.79787234 0.78014184 0.76785714 0.76428571 0.77857143],0.707264957264957,0.651709401709402,0.84017094017094,0.947813822284908,0.957264957264957,0.947293447293447,0.719836400817996,0.768558951965066,0.708547258409311,0.675944333996024,0.714285714285714,0.650621118012422,0.844813278008299,0.870829769033362,0.840197121920609
svm_model_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102,12, lab, svdn,1848,616,616,0.6,0.2,0.2, [0.52162162 0.54324324 0.52972973 0.51891892 0.5       ],0.488636363636364,0.560606060606061,0.579545454545455,0.60506863780359,0.62012987012987,0.595238095238095,0.505494505494506,0.48936170212766,0.48858329008822,0.567164179104478,0.617886178861789,0.564262238367065,0.589733059548255,0.604377104377104,0.579545454545454
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,1596,532,532,0.6,0.2,0.2, [0.83125    0.840625   0.828125   0.8490566  0.83333333],0.764102564102564,0.776923076923077,0.892255892255892,0.950861518825782,0.933583959899749,0.951754385964912,0.785046728971963,0.898395721925134,0.769394905297542,0.804494382022472,0.881773399014778,0.772437501646427,0.895081967213115,0.919191919191919,0.892255892255892
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svd,8,96,104, zones, low_bits_4_shifted_2, svd,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.83962264 0.77987421 0.84591195 0.83333333 0.79746835],0.779187817258883,0.809644670050762,0.887626262626263,0.933248569612206,0.924433249370277,0.933879093198992,0.750716332378223,0.689473684210526,0.776109391124871,0.8,0.735294117647059,0.812383900928793,0.883761427949499,0.854377104377104,0.887626262626262
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.77707006 0.73717949 0.73717949 0.77564103 0.78205128],0.601965601965602,0.633906633906634,0.778619528619529,0.863144493952896,0.868117797695262,0.86235595390525,0.619718309859155,0.66,0.602946859903382,0.646080760095012,0.657004830917874,0.633502415458937,0.782464846980976,0.796296296296296,0.778619528619528
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svd,32,34,66, zones, low_bits_4_shifted_2, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.90223464 0.86312849 0.91899441 0.90449438 0.91853933],0.623728813559322,0.572881355932203,0.897306397306397,0.996078431372549,0.99552071668533,0.996080627099664,0.626262626262626,0.628378378378378,0.623712998712999,0.58,0.591836734693878,0.572945394373966,0.897565071368598,0.89983164983165,0.897306397306397
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.8266129  0.81451613 0.84677419 0.83064516 0.83333333],0.771844660194175,0.786407766990291,0.865664403491756,0.923325262308313,0.924071082390953,0.923263327948304,0.763819095477387,0.737864077669903,0.771844660194175,0.786407766990291,0.790243902439024,0.786426299045599,0.864812103465105,0.860194174757281,0.865659102882517
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svd,26,87,113, zones, lab, svd,460,153,153,0.600522193211488,0.199738903394256,0.199738903394256, [0.95652174 0.94565217 0.90217391 0.93478261 0.90217391],0.901960784313726,0.856209150326797,0.93733681462141,0.975717439293598,0.960869565217391,0.976086956521739,0.903225806451613,0.985915492957746,0.907591892820337,0.879120879120879,1,0.849315068493151,0.939240506329114,0.973753280839895,0.937525991069298
svm_model_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108,8, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.90833333 0.9125     0.91666667 0.8697479  0.92436975],0.92964824120603,0.92462311557789,0.924196787148594,0.920716112531969,0.903010033444816,0.922240802675585,0.933962264150943,0.951923076923077,0.928593117408907,0.926829268292683,0.984455958549223,0.926374320738026,0.924763328350772,0.928928928928929,0.924182490647748
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.44444444 0.52777778 0.50925926 0.51851852 0.59433962],0.513966480446927,0.53072625698324,0.808035714285714,0.998137802607076,0.996282527881041,0.99814126394052,0.524590163934426,0.494845360824742,0.5157153633392,0.548387096774194,0.548387096774194,0.530007501875469,0.810154525386314,0.799564270152505,0.808248954298221
ensemble_model_N8_B96_E104_nb_zones_12_lab_svd,8,96,104,12, lab, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.91761364 0.93181818 0.92857143 0.93428571 0.94571429],0.864951768488746,0.868167202572347,0.935185185185185,0.959590210586227,0.961231470923603,0.959521094640821,0.869565217391304,0.864197530864197,0.864984671472367,0.868167202572347,0.906040268456376,0.869686800894855,0.935564853556485,0.941077441077441,0.935185185185185
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.75949367 0.75316456 0.7721519  0.79299363 0.74203822],0.66,0.5925,0.827861952861953,0.93167701863354,0.951776649746193,0.930203045685279,0.703056768558952,0.78921568627451,0.657362945178071,0.633707865168539,0.719387755102041,0.594987995198079,0.837246319140469,0.885521885521885,0.827861952861953
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70,10, low_bits_6, svdne,1440,480,480,0.6,0.2,0.2, [0.92361111 0.89236111 0.92013889 0.89583333 0.91319444],0.675213675213675,0.641025641025641,0.86489898989899,0.999305072967338,0.998611111111111,0.999305555555556,0.723636363636364,0.822314049586777,0.670006582315512,0.68421052631579,0.805309734513274,0.646456520149199,0.872669575565252,0.925925925925926,0.86489898989899
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108,6, low_bits_5, svdn,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.60759494 0.50632911 0.57594937 0.50632911 0.50632911],0.513307984790874,0.482889733840304,0.761398176291793,0.936386768447837,0.931645569620253,0.936708860759494,0.525925925925926,0.525925925925926,0.512962962962963,0.472868217054264,0.465648854961832,0.482824427480916,0.76103500761035,0.75642965204236,0.761420932891409
svm_model_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70,10, low_bits_5, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.9025974  0.91233766 0.86688312 0.88311688 0.89542484],0.572792362768496,0.558472553699284,0.846380471380471,0.999349381912817,0.998699609882965,0.999349804941482,0.626304801670146,0.728155339805825,0.575345275536715,0.629258517034068,0.737089201877934,0.555437804822462,0.854870775347912,0.904882154882155,0.846380471380471
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdn,16,92,108,6, low_bits_4_shifted_2, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.49382716 0.51851852 0.58024691 0.5625     0.45      ],0.492537313432836,0.522388059701493,0.605067064083458,0.682577565632458,0.709677419354839,0.669975186104218,0.543624161073825,0.623076923076923,0.496321070234114,0.515151515151515,0.53968253968254,0.523362396601833,0.621428571428571,0.660091047040971,0.606033810489739
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_shifted_2_svdne,4,98,102, zones, low_bits_4_shifted_2, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.76948052 0.77597403 0.82679739 0.83986928 0.78104575],0.72209026128266,0.68646080760095,0.832912457912458,0.901986754966887,0.887874837027379,0.903520208604954,0.741721854304636,0.777777777777778,0.72059620596206,0.709251101321586,0.785365853658537,0.688979223125565,0.835746793545718,0.85016835016835,0.832912457912458
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102,10, low_bits_3, svdn,1464,488,488,0.6,0.2,0.2, [0.48979592 0.49319728 0.48972603 0.48630137 0.50684932],0.506578947368421,0.469298245614035,0.803451178451178,1,1,1,0.511930585683297,0.52212389380531,0.506714120815698,0.489451476793249,0.504347826086956,0.468988072335514,0.805335556481867,0.813131313131313,0.803451178451179
svm_model_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113,4, low_bits_3, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.76785714 0.79464286 0.70909091 0.78181818 0.78181818],0.782608695652174,0.744565217391304,0.789587852494577,0.815198618307426,0.851985559566787,0.806859205776173,0.777777777777778,0.804597701149425,0.783742149543785,0.745945945945946,0.793103448275862,0.747067188055457,0.794491525423729,0.831485587583149,0.790477401010258
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_2_svdne,26,37,63, zones, low_bits_2, svdne,1770,590,590,0.6,0.2,0.2, [0.82485876 0.83898305 0.80508475 0.79096045 0.8220339 ],0.811881188118812,0.818481848184818,0.856060606060606,0.871794871794872,0.883615819209039,0.870056497175141,0.831858407079646,0.898089171974522,0.808633627083152,0.830769230769231,0.924657534246575,0.822201378588256,0.860862489829129,0.890572390572391,0.856060606060606
svm_model_N40_B30_E70_nb_zones_12_lab_svd,40,30,70,12, lab, svd,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [1.         0.99456522 1.         0.99728261 0.99453552],0.717472118959108,0.747211895910781,0.939393939393939,1,1,1,0.768292682926829,0.940298507462687,0.718297401879492,0.7875,0.933333333333333,0.746517412935323,0.942075623491553,0.985690235690236,0.939393939393939
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,858,286,286,0.6,0.2,0.2, [0.49418605 0.49418605 0.54069767 0.5        0.57058824],0.534965034965035,0.527972027972028,0.800699300699301,0.980163360560094,0.979020979020979,0.98018648018648,0.558139534883721,0.567567567567568,0.533783783783784,0.548494983277592,0.554054054054054,0.527027027027027,0.804392587508579,0.808275862068965,0.800591831743703
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.5130719  0.52287582 0.53267974 0.47712418 0.52960526],0.490566037735849,0.504716981132076,0.814393939393939,0.990215264187867,0.993455497382199,0.990183246073298,0.462686567164179,0.486910994764398,0.490236613262027,0.527027027027027,0.502145922746781,0.504999662944071,0.814627994955864,0.815656565656566,0.814393939393939
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svdn,26,37,63, zones, low_bits_6, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.55367232 0.59943182 0.56818182 0.61931818 0.55965909],0.47557003257329,0.576547231270358,0.847222222222222,0.959183673469388,0.960272417707151,0.959137343927355,0.49211356466877,0.475609756097561,0.475567115811018,0.551724137931035,0.559440559440559,0.575451987037353,0.846900042176297,0.845117845117845,0.847222222222222
svm_model_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113,4, lab, svdn,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.60869565 0.65942029 0.61594203 0.60294118 0.57352941],0.631578947368421,0.609649122807018,0.775831873905429,0.887074829931973,0.950437317784257,0.879008746355685,0.671875,0.699186991869919,0.625783972125436,0.639676113360324,0.699115044247788,0.610427087341285,0.793214862681745,0.848013816925734,0.774806197983293
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108,8, low_bits_4, svd,1324,441,441,0.600181323662738,0.199909338168631,0.199909338168631, [0.7556391  0.77819549 0.81439394 0.83333333 0.79166667],0.693877551020408,0.707482993197279,0.78467815049864,0.840030326004549,0.836858006042296,0.840634441087613,0.721649484536082,0.770925110132159,0.691537321421219,0.711409395973154,0.760765550239234,0.710124154429962,0.788982674366948,0.808743169398907,0.784786747154327
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svdn,26,37,63, zones, low_bits_5, svdn,1734,578,578,0.6,0.2,0.2, [0.56609195 0.62068966 0.58381503 0.52312139 0.56647399],0.548286604361371,0.523364485981308,0.836279461279461,0.947610823258492,0.949250288350634,0.947520184544406,0.527687296416938,0.503105590062112,0.548427795031056,0.526315789473684,0.53125,0.52338897515528,0.835656949725391,0.832491582491583,0.836279461279461
svm_model_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66,12, low_bits_3, svdne,1758,586,586,0.6,0.2,0.2, [0.77556818 0.84090909 0.80113636 0.79829545 0.80285714],0.870550161812298,0.854368932038835,0.8253367003367,0.822771213748657,0.871444823663254,0.812286689419795,0.862068965517241,0.816993464052288,0.870035193564605,0.848484848484848,0.807692307692308,0.854826546003017,0.830543078807677,0.856060606060606,0.8253367003367
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108,8, low_bits_3, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.49159664 0.49579832 0.52542373 0.54237288 0.44915254],0.507614213197969,0.520304568527919,0.80578093306288,1,1,1,0.544600938967136,0.557692307692308,0.504652605459057,0.493297587131367,0.522727272727273,0.520537948290242,0.806858295511851,0.819672131147541,0.805920402923168
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113,4, low_bits_3, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.78688525 0.80327869 0.79508197 0.81147541 0.81666667],0.811881188118812,0.792079207920792,0.837944664031621,0.862295081967213,0.865131578947369,0.861842105263158,0.817307692307692,0.86734693877551,0.813481161695447,0.81578947368421,0.885714285714286,0.788217967599411,0.84321223709369,0.869822485207101,0.837881539633253
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113,4, low_bits_2, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.8        0.75423729 0.79661017 0.83050847 0.77966102],0.781725888324873,0.786802030456853,0.867139959432049,0.925566343042071,0.966216216216216,0.922297297297297,0.78391959798995,0.78,0.781752577319588,0.798076923076923,0.761467889908257,0.789824854045037,0.87219512195122,0.885148514851485,0.866690681542167
ensemble_model_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108,8, lab, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.9233871  0.89516129 0.94758065 0.90725806 0.95564516],0.888619854721549,0.886198547215496,0.937076476282672,0.969943135662063,0.962903225806452,0.970161290322581,0.888888888888889,0.910891089108911,0.889094833653981,0.891954022988506,0.92822966507177,0.885683459986865,0.9375,0.945683802133851,0.937093108796394
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63,12, low_bits_4, svdne,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.74528302 0.77531646 0.77531646 0.76265823 0.75632911],0.717884130982368,0.7455919395466,0.863215488215488,0.929203539823009,0.929203539823009,0.929203539823009,0.755458515283843,0.819905213270142,0.711027875452275,0.763466042154567,0.876344086021505,0.753337919788004,0.868261045804621,0.901515151515152,0.863215488215488
ensemble_model_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113,4, lab, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.65       0.51666667 0.74166667 0.65       0.68644068],0.633165829145729,0.683417085427136,0.858433734939759,0.991568296795953,0.983277591973244,0.991638795986622,0.681222707423581,0.838709677419355,0.6457699330493,0.742857142857143,0.805309734513274,0.664282774233381,0.867853795688847,0.916831683168317,0.857601177633038
svm_model_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108,6, low_bits_6, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.91304348 0.86413043 0.89673913 0.90217391 0.89673913],0.781045751633987,0.826797385620915,0.879242819843342,0.926884139482565,0.895652173913044,0.929347826086956,0.793846153846154,0.871621621621622,0.783912076633595,0.842729970326409,0.904458598726115,0.824712520839567,0.880722114764668,0.89281045751634,0.879260509071077
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108,6, low_bits_5, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.53977273 0.52873563 0.48275862 0.51724138 0.48850575],0.524137931034483,0.506896551724138,0.806473829201102,1,1,1,0.477272727272727,0.488372093023256,0.520583562039578,0.521739130434783,0.496815286624204,0.507806139552703,0.80418118466899,0.799168975069252,0.806433802603119
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svd,32,34,66, zones, low_bits_5, svd,1734,578,578,0.6,0.2,0.2, [0.85632184 0.89655172 0.88728324 0.8699422  0.91618497],0.495327102803738,0.523364485981308,0.861531986531987,0.991898148148148,0.988465974625144,0.991926182237601,0.614285714285714,0.767857142857143,0.481967787114846,0.610687022900763,0.784313725490196,0.535014005602241,0.870523415977961,0.930976430976431,0.861531986531987
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdn,16,92,108,6, low_bits_4_shifted_2, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.55172414 0.61046512 0.48255814 0.54069767 0.52906977],0.501742160278746,0.560975609756098,0.812674094707521,1,1,1,0.472324723247233,0.470588235294118,0.500194779898715,0.55,0.574626865671642,0.56182323675739,0.80962491153574,0.815977175463623,0.812750492493716
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_4_shifted_2_svdne,40,30,70, zones, low_bits_4_shifted_2, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.93225806 0.9483871  0.93181818 0.93506494 0.93506494],0.600961538461538,0.632211538461538,0.864478114478115,0.99805321219987,0.996113989637306,0.998056994818653,0.642241379310345,0.745,0.606296296296296,0.688391038696538,0.782407407407407,0.626203703703704,0.87099358974359,0.914983164983165,0.864478114478115
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.7124183  0.72697368 0.73026316 0.75       0.74013158],0.674473067915691,0.68384074941452,0.809343434343434,0.885182809493265,0.906701708278581,0.88239159001314,0.678983833718245,0.696682464454976,0.674730121116377,0.679334916864608,0.662037037037037,0.684099087238898,0.81226688769167,0.824915824915825,0.809343434343434
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.80645161 0.78225806 0.78688525 0.7704918  0.78688525],0.808823529411765,0.740196078431373,0.849315068493151,0.897689768976898,0.885993485342019,0.899022801302931,0.797927461139896,0.802083333333333,0.808449074074074,0.746411483253589,0.728971962616822,0.740774641102226,0.847222222222222,0.837254901960784,0.849291513480392
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113,4, low_bits_2, svd,588,196,196,0.6,0.2,0.2, [0.83898305 0.77966102 0.8220339  0.73728814 0.73275862],0.816326530612245,0.775510204081633,0.824489795918367,0.846666666666667,0.863945578231292,0.843537414965986,0.85,0.871794871794872,0.802986043492373,0.784313725490196,0.784313725490196,0.775135586149353,0.835249042145594,0.84990253411306,0.823238204958029
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.51369863 0.51712329 0.54827586 0.50344828 0.5137931 ],0.483731019522777,0.516268980477223,0.803451178451178,0.995884773662552,0.998624484181568,0.995873452544704,0.46875,0.475113122171946,0.483389894419306,0.520430107526882,0.504166666666667,0.516789215686275,0.803036693378322,0.801346801346801,0.803451178451179
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdn,26,37,63, zones, low_bits_4_shifted_2, svdn,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.56104651 0.52339181 0.55263158 0.54385965 0.55555556],0.509036144578313,0.515060240963855,0.83459595959596,0.959578207381371,0.956775700934579,0.959696261682243,0.555858310626703,0.64968152866242,0.516269335759782,0.556473829201102,0.577142857142857,0.511501364877161,0.838736151005334,0.86026936026936,0.83459595959596
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104,10, low_bits_6, svdn,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.52797203 0.54195804 0.53496503 0.51056338 0.54577465],0.501052631578947,0.473684210526316,0.56986531986532,0.552301255230126,0.462833099579243,0.624824684431978,0.408977556109726,0.351931330472103,0.498279714822828,0.387254901960784,0.326446280991736,0.476527861525911,0.49001996007984,0.413299663299663,0.56986531986532
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svdn,26,87,113, zones, lab, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.66666667 0.63157895 0.62280702 0.60526316 0.67857143],0.645502645502645,0.55026455026455,0.826638477801268,0.979020979020979,0.985915492957746,0.978873239436619,0.70995670995671,0.766355140186916,0.627080009117848,0.568527918781726,0.658823529411765,0.560180995475113,0.836,0.878151260504202,0.826309672805292
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102,12, low_bits_6, svd,1824,608,608,0.6,0.2,0.2, [0.81420765 0.83060109 0.81043956 0.82142857 0.83241758],0.717391304347826,0.735507246376812,0.839225589225589,0.874524714828897,0.882675438596491,0.873355263157895,0.706766917293233,0.701492537313433,0.716943451755308,0.736462093862816,0.71830985915493,0.736020601219256,0.839765100671141,0.842592592592593,0.839225589225589
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108,8, low_bits_2, svdn,1230,410,410,0.6,0.2,0.2, [0.5        0.54878049 0.47560976 0.48373984 0.48373984],0.521951219512195,0.495121951219512,0.582926829268293,0.653374233128834,0.692682926829268,0.632520325203252,0.55045871559633,0.585365853658537,0.521951219512195,0.51063829787234,0.537313432835821,0.495929443690638,0.604715672676838,0.640548481880509,0.583150820143364
ensemble_model_v2_N16_B92_E108_nb_zones_8_lab_svdne,16,92,108, zones, lab, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.93103448 0.95258621 0.94347826 0.93913043 0.93043478],0.856770833333333,0.838541666666667,0.91675338189386,0.962705984388552,0.961871750433276,0.962738301559792,0.872979214780601,0.954545454545455,0.853616813294233,0.85972850678733,0.945273631840796,0.833292553625316,0.921104536489152,0.956967213114754,0.916115741863931
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104,10, low_bits_5, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.49328859 0.53691275 0.56418919 0.47635135 0.52027027],0.497757847533632,0.5,0.518518518518518,0.588304784406379,0.671159029649596,0.530323450134771,0.535269709543568,0.597222222222222,0.500785024154589,0.556660039761431,0.608695652173913,0.496477455716586,0.572815533980582,0.645622895622896,0.518518518518519
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108,6, low_bits_6, svdne,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.90625    0.9625     0.9375     0.88607595 0.9556962 ],0.773584905660377,0.713207547169811,0.886877828054299,0.982367758186398,0.979899497487437,0.982412060301508,0.769230769230769,0.75187969924812,0.773667122351333,0.705426356589147,0.722222222222222,0.713629096722622,0.885670731707317,0.884322678843227,0.886854911917876
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svd,40,30,70, zones, low_bits_2, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.81767956 0.86187845 0.87016575 0.87569061 0.85      ],0.742957746478873,0.732394366197183,0.853114478114478,0.890230515916575,0.89712389380531,0.889380530973451,0.773993808049536,0.880281690140845,0.742957746478873,0.775147928994083,0.922535211267606,0.732394366197183,0.859444220700765,0.898148148148148,0.853114478114478
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdn,8,96,104,10, low_bits_4_shifted_2, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.54761905 0.52040816 0.50340136 0.55136986 0.50342466],0.531868131868132,0.459340659340659,0.545875420875421,0.503205128205128,0.42837653478854,0.577080491132333,0.443864229765013,0.382882882882883,0.528351312686077,0.359375,0.296137339055794,0.463383984843212,0.464516129032258,0.393939393939394,0.545875420875421
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.79661017 0.77966102 0.81034483 0.75       0.82758621],0.809278350515464,0.701030927835051,0.853909465020576,0.921535893155259,0.945205479452055,0.919520547945205,0.808290155440414,0.804123711340206,0.809278350515464,0.674157303370787,0.666666666666667,0.698717948717949,0.85360824742268,0.864300626304802,0.854057006864368
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102,10, low_bits_4, svdn,1598,532,532,0.600300525920361,0.19984973703982,0.19984973703982, [0.5125     0.503125   0.4875     0.546875   0.50943396],0.478149100257069,0.493573264781491,0.506313131313131,0.613306653326663,0.76720901126408,0.516270337922403,0.586558044806517,0.682464454976303,0.459209755578039,0.578158458244111,0.758426966292135,0.514284573193461,0.603314169766655,0.750841750841751,0.506313131313131
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108,8, low_bits_4, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.75       0.76293103 0.76293103 0.79130435 0.72608696],0.693506493506493,0.701298701298701,0.840602284527518,0.935314685314685,0.92560553633218,0.93598615916955,0.731818181818182,0.805,0.688986486486486,0.740406320541761,0.811881188118812,0.695558080398204,0.848544647261963,0.877551020408163,0.839938300901756
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svdn,32,34,66, zones, lab, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.84857143 0.82857143 0.83714286 0.80285714 0.82      ],0.530351437699681,0.507987220447284,0.848905723905724,0.967597765363128,0.989714285714286,0.966857142857143,0.599455040871935,0.714285714285714,0.533243486073675,0.592592592592593,0.70440251572327,0.504798660459038,0.858382642998028,0.915824915824916,0.848905723905724
ensemble_model_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102,12, lab, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.45930233 0.50581395 0.52906977 0.48837209 0.56140351],0.501519756838906,0.553191489361702,0.869107744107744,1,1,1,0.517647058823529,0.502857142857143,0.501428571428571,0.524271844660194,0.525974025974026,0.551558441558442,0.868610054921842,0.865319865319865,0.869107744107744
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svd,8,96,104, zones, lab, svd,1800,600,600,0.6,0.2,0.2, [0.925      0.93888889 0.94444444 0.91944444 0.93611111],0.899305555555556,0.822916666666667,0.936026936026936,0.959595959595959,0.95,0.96,0.904290429042904,0.938356164383562,0.898755546980513,0.825938566552901,0.852112676056338,0.823316612000772,0.936080740117746,0.936868686868687,0.936026936026936
svm_model_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113,4, lab, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.93859649 0.98245614 0.99122807 0.95535714 0.95535714],0.867021276595745,0.867021276595745,0.941613588110403,0.991119005328597,0.985865724381626,0.991166077738516,0.873096446700508,0.811320754716981,0.875172572480442,0.861878453038674,0.917647058823529,0.871444888635065,0.941551540913921,0.934599156118144,0.941658552418046
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113,6, low_bits_3, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.84090909 0.86363636 0.79885057 0.87356322 0.85057471],0.766323024054983,0.77319587628866,0.820741758241758,0.85385500575374,0.848970251716247,0.854691075514874,0.763888888888889,0.774647887323944,0.766518574534455,0.785714285714286,0.796052631578947,0.772127035213934,0.821843003412969,0.823529411764706,0.820730223123732
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.45652174 0.53804348 0.52197802 0.5        0.46703297],0.523026315789474,0.50328947368421,0.798291721419185,0.987925356750823,0.984682713347921,0.987964989059081,0.527687296416938,0.496932515337423,0.525062002349563,0.470175438596491,0.492647058823529,0.502275910364146,0.795741849634065,0.791005291005291,0.798244159862959
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.79487179 0.76923077 0.75961538 0.7516129  0.75806452],0.817073170731707,0.868292682926829,0.851430976430976,0.86189889025894,0.898457583547558,0.856041131105398,0.815724815724816,0.83,0.817380952380952,0.868292682926829,0.847619047619048,0.868809523809524,0.855268552685527,0.877946127946128,0.851430976430976
ensemble_model_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113,4, lab, svdne,594,198,198,0.6,0.2,0.2, [0.98333333 0.975      0.95762712 0.97457627 0.98305085],0.813131313131313,0.868686868686869,0.934343434343434,0.996644295302013,1,0.996632996632997,0.819512195121951,0.893617021276596,0.817000818330606,0.868686868686869,0.924731182795699,0.871889400921659,0.934934934934935,0.964876033057851,0.9350071864894
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.9244186  0.90116279 0.97647059 0.9        0.91764706],0.711267605633803,0.658450704225352,0.855836849507736,0.969121140142518,0.955503512880562,0.969555035128806,0.738853503184713,0.816901408450704,0.711267605633803,0.664359861591695,0.755905511811024,0.667761673102964,0.858131487889273,0.890804597701149,0.856559323643963
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdn,16,92,108, zones, low_bits_4_shifted_2, svdn,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.55319149 0.4893617  0.51595745 0.45744681 0.49468085],0.492012779552716,0.466453674121406,0.787994891443167,0.993630573248408,0.995744680851064,0.993617021276596,0.482084690553746,0.47741935483871,0.49187423438138,0.498498498498498,0.477011494252874,0.465124452162408,0.790139064475347,0.782227784730914,0.788115196146422
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113,4, low_bits_2, svdn,606,202,202,0.6,0.2,0.2, [0.52459016 0.50819672 0.54918033 0.55       0.48333333],0.5,0.549504950495049,0.734653465346535,0.871621621621622,0.851485148514851,0.874587458745875,0.497512437810945,0.471698113207547,0.501474056603774,0.576744186046512,0.613861386138614,0.549504950495049,0.734126984126984,0.725490196078431,0.734745098039216
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.51282051 0.48387097 0.49354839 0.54516129 0.48709677],0.495145631067961,0.485436893203883,0.817340067340067,0.991014120667522,0.994845360824742,0.990979381443299,0.455497382198953,0.432835820895522,0.493669095281885,0.480392156862745,0.464454976303318,0.485958831435241,0.815161839863714,0.805555555555556,0.817340067340067
svm_model_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104,10, low_bits_3, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.80844156 0.77597403 0.7987013  0.82792208 0.77597403],0.794258373205742,0.818181818181818,0.804292929292929,0.804642166344294,0.81038961038961,0.803246753246753,0.814655172413793,0.87906976744186,0.791751632489403,0.827272727272727,0.896551724137931,0.820368885324779,0.810590631364562,0.837542087542088,0.804292929292929
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102,12, low_bits_5, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.68644068 0.74858757 0.73728814 0.74715909 0.72443182],0.714754098360656,0.737704918032787,0.771464646464646,0.801268498942918,0.858437146092865,0.787089467723669,0.730650154798761,0.77124183006536,0.714568283453732,0.751552795031056,0.796052631578947,0.737895596835225,0.785967678360268,0.839225589225589,0.771464646464646
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66,12, low_bits_4, svdn,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.60164835 0.60989011 0.5989011  0.61325967 0.60497238],0.603571428571429,0.660714285714286,0.90530303030303,0.989508558807289,0.986784140969163,0.989537444933921,0.636065573770492,0.642384105960265,0.600261820421993,0.668989547038327,0.744186046511628,0.666795010010781,0.906367041198502,0.916666666666667,0.90530303030303
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,1386,462,462,0.6,0.2,0.2, [0.95683453 0.94604317 0.92086331 0.94565217 0.92391304],0.653679653679654,0.653679653679654,0.851082251082251,0.982633863965268,0.97979797979798,0.982683982683983,0.70479704797048,0.816239316239316,0.651540710751237,0.695817490494296,0.792207792207792,0.653679653679654,0.859591836734694,0.909326424870466,0.850930573546344
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svd,32,34,66, zones, low_bits_6, svd,1722,574,574,0.6,0.2,0.2, [0.91040462 0.94186047 0.92732558 0.90406977 0.91860465],0.593272171253823,0.568807339449541,0.884680134680135,1,1,1,0.68997668997669,0.891566265060241,0.588640275387263,0.646616541353383,0.801242236024845,0.572307865000374,0.892549019607843,0.957912457912458,0.884680134680135
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svd,4,98,102,12, low_bits_4_shifted_2, svd,1722,574,574,0.6,0.2,0.2, [0.77456647 0.80523256 0.81104651 0.80523256 0.77325581],0.697247706422018,0.703363914373089,0.798400673400673,0.832841110454814,0.818815331010453,0.835656213704994,0.731707317073171,0.803571428571429,0.694238544474394,0.731301939058172,0.830188679245283,0.706761006289308,0.802311184482047,0.818181818181818,0.798400673400674
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.492      0.516      0.516      0.49193548 0.45967742],0.506024096385542,0.51566265060241,0.801541425818882,0.995184590690209,0.995184590690209,0.995184590690209,0.483627204030227,0.463768115942029,0.505922519509476,0.498753117206983,0.483091787439613,0.515584355258268,0.798434442270059,0.786885245901639,0.801527319774689
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svdn,32,34,66, zones, low_bits_2, svdn,1800,600,600,0.6,0.2,0.2, [0.57222222 0.54166667 0.6        0.59444444 0.57222222],0.545138888888889,0.520833333333333,0.838804713804714,0.936807095343681,0.938888888888889,0.936666666666667,0.552901023890785,0.613636363636364,0.550407925407925,0.566037735849057,0.576923076923077,0.515734265734266,0.841407867494824,0.855218855218855,0.838804713804714
ensemble_model_v2_N26_B87_E113_nb_zones_4_lab_svdne,26,87,113, zones, lab, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.96551724 0.97413793 0.96551724 0.97413793 0.95689655],0.870466321243523,0.870466321243523,0.938923395445135,0.984238178633976,0.968965517241379,0.98448275862069,0.883720930232558,1,0.872448979591837,0.876847290640394,0.967391304347826,0.874784761084804,0.940343781597573,0.974842767295598,0.939364123934097
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70,12, low_bits_4, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.86464088 0.87292818 0.85359116 0.85911602 0.84444444],0.711267605633803,0.693661971830986,0.928872053872054,1,1,1,0.702898550724638,0.697841726618705,0.710989828826594,0.692579505300353,0.675862068965517,0.694046142396428,0.928601605407689,0.925084175084175,0.928872053872054
ensemble_model_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70,10, low_bits_5, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.92567568 0.92176871 0.90816327 0.91836735 0.93537415],0.648230088495575,0.634955752212389,0.863215488215488,0.999320190346703,0.998641304347826,0.999320652173913,0.710382513661202,0.84051724137931,0.642985893416928,0.686907020872865,0.822727272727273,0.639811912225705,0.872398900667452,0.935185185185185,0.863215488215488
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70,12, low_bits_3, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.68956044 0.68131868 0.75549451 0.68131868 0.67307692],0.726618705035971,0.712230215827338,0.708754208754209,0.712137486573577,0.728571428571429,0.705494505494505,0.730496453900709,0.757352941176471,0.72726801988401,0.714285714285714,0.704225352112676,0.712406793703397,0.714521452145214,0.728956228956229,0.708754208754209
svm_model_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104,10, low_bits_2, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.82885906 0.80201342 0.8277027  0.81081081 0.84121622],0.755605381165919,0.782511210762332,0.809343434343434,0.839506172839506,0.870619946091644,0.83355795148248,0.752834467120181,0.731277533039648,0.756049725423933,0.771764705882353,0.748858447488584,0.781918210528433,0.811642411642412,0.821548821548821,0.809343434343434
svm_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdne,16,92,108,6, low_bits_4_shifted_2, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.91666667 0.90449438 0.87078652 0.89325843 0.91573034],0.730639730639731,0.740740740740741,0.84185733512786,0.908665105386417,0.869955156950673,0.912556053811659,0.735099337748344,0.76551724137931,0.731442831215971,0.72791519434629,0.725352112676056,0.740095411176738,0.836692147324531,0.821282401091405,0.841584095632024
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113,4, low_bits_2, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.4765625  0.48412698 0.53968254 0.5        0.42857143],0.552380952380952,0.476190476190476,0.806083650190114,1,1,1,0.556603773584906,0.51304347826087,0.556521739130435,0.427083333333333,0.418367346938776,0.472576530612245,0.803088803088803,0.786389413988658,0.806196619040218
svm_model_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108,6, low_bits_5, svdne,936,312,312,0.6,0.2,0.2, [0.76595745 0.82978723 0.85638298 0.83870968 0.78494624],0.689102564102564,0.692307692307692,0.830769230769231,0.924708377518558,0.931623931623932,0.924145299145299,0.734246575342466,0.8375,0.685197368421053,0.725714285714286,0.835526315789474,0.695888157894737,0.840772014475271,0.893589743589744,0.830769230769231
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113,6, low_bits_3, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.83870968 0.82795699 0.79569892 0.84782609 0.82608696],0.733766233766234,0.769480519480519,0.813229571984436,0.854368932038835,0.855291576673866,0.854211663066955,0.728476821192053,0.69620253164557,0.734767932489451,0.759322033898305,0.736842105263158,0.769062078272605,0.811023622047244,0.799482535575679,0.813265325005005
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.75210084 0.78991597 0.75210084 0.71008403 0.72689076],0.676767676767677,0.679292929292929,0.812310797174571,0.902581182348043,0.910924369747899,0.901680672268908,0.652173913043478,0.594059405940594,0.678473001939369,0.650137741046832,0.61139896373057,0.677620664131295,0.807453416149068,0.787878787878788,0.812286168132942
svm_model_N16_B92_E108_nb_zones_10_lab_svd,16,92,108,10, lab, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.92281879 0.93959732 0.93959732 0.93918919 0.94932432],0.898876404494382,0.858426966292135,0.928451178451178,0.957823129251701,0.947510094212651,0.958277254374159,0.903225806451613,0.909090909090909,0.898470688190314,0.84964200477327,0.831775700934579,0.857446292025731,0.927782497875956,0.919191919191919,0.928451178451178
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66,12, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.83050847 0.8559322  0.8559322  0.84180791 0.83522727],0.786184210526316,0.763157894736842,0.864478114478115,0.898741105637657,0.928733031674208,0.895361990950226,0.805970149253731,0.9,0.787662337662338,0.781818181818182,0.837662337662338,0.762164502164502,0.870786516853933,0.913299663299663,0.864478114478114
svm_model_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63,12, low_bits_6, svdne,1698,566,566,0.6,0.2,0.2, [0.88235294 0.83823529 0.87058824 0.87352941 0.89349112],0.533923303834808,0.56047197640118,0.847222222222222,0.966626936829559,0.955241460541814,0.967020023557126,0.592783505154639,0.705521472392638,0.540260736196319,0.640963855421687,0.755681818181818,0.55268753485778,0.853688029020556,0.891414141414141,0.847222222222222
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104,10, low_bits_4, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.52348993 0.51677852 0.56711409 0.52364865 0.52364865],0.530337078651685,0.487640449438202,0.525252525252525,0.463925523661753,0.402422611036339,0.534993270524899,0.457142857142857,0.4,0.528888888888889,0.383783783783784,0.315555555555556,0.48959595959596,0.448140900195695,0.385521885521886,0.525252525252525
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108,8, low_bits_6, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.96186441 0.93644068 0.96186441 0.95762712 0.91880342],0.744897959183674,0.709183673469388,0.877166156982671,0.976942783945346,0.971137521222411,0.977079796264855,0.779735682819383,0.936507936507936,0.751505199781062,0.754310344827586,0.892857142857143,0.709183673469388,0.884633796074677,0.948665297741273,0.877672729842296
svm_model_N26_B87_E113_nb_zones_6_lab_svd,26,87,113,6, lab, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.93333333 0.95555556 0.93333333 0.93333333 0.8988764 ],0.876254180602007,0.88628762541806,0.928475935828877,0.958715596330275,0.930957683741648,0.959910913140312,0.880258899676375,0.906666666666667,0.876152125279642,0.887417218543046,0.924137931034483,0.887393640841917,0.927848954821308,0.924731182795699,0.928456016929764
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108,8, low_bits_2, svdn,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.488      0.54       0.52822581 0.5        0.48790323],0.528985507246377,0.526570048309179,0.811293436293436,1,1,1,0.559819413092551,0.576744186046512,0.527065560359939,0.542056074766355,0.582914572864322,0.528666588757742,0.815130023640662,0.832046332046332,0.811293436293436
svm_model_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108,8, low_bits_3, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.84821429 0.84375    0.79017857 0.79464286 0.75892857],0.772117962466488,0.790884718498659,0.804394426580922,0.806142034548944,0.75,0.819642857142857,0.747774480712166,0.681081081081081,0.771391604370328,0.78804347826087,0.771276595744681,0.791043703277746,0.79107040641099,0.740621650589496,0.804394426580922
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.60655738 0.53278689 0.47540984 0.55737705 0.5       ],0.52970297029703,0.50990099009901,0.806324110671937,0.99671052631579,0.99671052631579,0.99671052631579,0.558139534883721,0.535714285714286,0.528968253968254,0.434285714285714,0.452380952380952,0.501614205004036,0.803607214428858,0.802,0.8062734375
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108,6, low_bits_5, svdne,906,302,302,0.6,0.2,0.2, [0.91208791 0.88461538 0.84615385 0.87777778 0.87222222],0.635761589403974,0.629139072847682,0.824503311258278,0.951080773606371,0.922737306843267,0.952538631346578,0.694444444444444,0.886524822695035,0.651336945509008,0.700534759358289,0.873333333333333,0.630745614035088,0.835709857408555,0.905913978494624,0.825672393947051
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdn,8,96,104,10, low_bits_4_shifted_2, svdn,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.4751773  0.5177305  0.5106383  0.53214286 0.50714286],0.491452991452991,0.465811965811966,0.791631084543126,1,1,1,0.46875,0.462555066079295,0.49061363262471,0.481327800829875,0.485355648535565,0.465385247848568,0.791095890410959,0.790419161676647,0.791629018178477
svm_model_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63,12, low_bits_5, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.84166667 0.80167598 0.83240223 0.83798883 0.85195531],0.636986301369863,0.613013698630137,0.877946127946128,0.959818902093944,0.946428571428571,0.960379464285714,0.708791208791209,0.837662337662338,0.625352907961604,0.64797507788162,0.753623188405797,0.620318087709392,0.881729200652529,0.90993265993266,0.877946127946128
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104,10, low_bits_5, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.50689655 0.47586207 0.50689655 0.50689655 0.45138889],0.523706896551724,0.497844827586207,0.808922558922559,1,1,1,0.534736842105263,0.54978354978355,0.523818813518384,0.505307855626327,0.510729613733906,0.497789049291195,0.810359231411863,0.816498316498316,0.808922558922559
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104,10, low_bits_6, svdn,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.49668874 0.49666667 0.46       0.54       0.52      ],0.473684210526316,0.519450800915332,0.814814814814815,1,1,1,0.472477064220183,0.459821428571429,0.474042169684775,0.524886877828054,0.544600938967136,0.520068326626425,0.815126050420168,0.816498316498316,0.814814814814815
ensemble_model_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdne,16,92,108,6, low_bits_4_shifted_2, svdne,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.93814433 0.93298969 0.94270833 0.89583333 0.93229167],0.738317757009346,0.753894080996885,0.87920298879203,0.966986155484558,0.941908713692946,0.967842323651452,0.770491803278688,0.824561403508772,0.732280701754386,0.742671009771987,0.735483870967742,0.75328410415857,0.879652605459057,0.877475247524752,0.879213814238567
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102,10, low_bits_2, svdn,1356,452,452,0.6,0.2,0.2, [0.48161765 0.5        0.45588235 0.51481481 0.45185185],0.502212389380531,0.502212389380531,0.50929203539823,0.453112033195021,0.402654867256637,0.514011799410029,0.418604651162791,0.355263157894737,0.503524436090226,0.433249370277078,0.401869158878505,0.49715306683421,0.442433383609854,0.392857142857143,0.508270676691729
ensemble_model_N40_B30_E70_nb_zones_12_lab_svd,40,30,70,12, lab, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.98324022 0.98044693 0.98882682 0.98324022 0.98882682],0.733788395904437,0.754266211604096,0.936868686868687,1,1,1,0.783333333333333,0.946308724832215,0.730098806860552,0.796610169491525,0.979166666666667,0.758039709172259,0.940095846645367,0.990740740740741,0.936868686868687
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.77011494 0.81609195 0.77011494 0.76436782 0.79069767],0.799307958477509,0.792387543252595,0.870677731673582,0.9198606271777,0.912442396313364,0.920506912442396,0.797202797202797,0.75,0.802007299270073,0.779411764705882,0.741258741258741,0.791862247341699,0.868217054263566,0.844993141289438,0.870892665484328
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102,10, low_bits_4, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.52758621 0.49305556 0.48263889 0.5        0.45833333],0.524625267665953,0.475374732334047,0.803451178451178,1,1,1,0.527659574468085,0.539130434782609,0.52483947899468,0.479830148619958,0.476793248945148,0.475353146211704,0.804028535459505,0.806397306397306,0.803451178451179
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdn,32,34,66,12, low_bits_4_shifted_2, svdn,1752,584,584,0.6,0.2,0.2, [0.63068182 0.56       0.58285714 0.57142857 0.57714286],0.487179487179487,0.509615384615385,0.776094276094276,0.876619718309859,0.888127853881278,0.875,0.565217391304348,0.654088050314465,0.483906770255272,0.592,0.725490196078431,0.513688494265631,0.788721207307387,0.835858585858586,0.776094276094276
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_svdne,26,37,63, zones, low_bits_4, svdne,1764,588,588,0.6,0.2,0.2, [0.75706215 0.78813559 0.77840909 0.81534091 0.76704545],0.722222222222222,0.699346405228758,0.87962962962963,0.938383267382702,0.941043083900227,0.938208616780046,0.756446991404012,0.857142857142857,0.721334586466165,0.726190476190476,0.802631578947369,0.700017088174983,0.883455582722086,0.912457912457912,0.879629629629629
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102,12, low_bits_6, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.80635838 0.8150289  0.80346821 0.8265896  0.79768786],0.743034055727554,0.755417956656347,0.889309764309764,0.940623162845385,0.92485549132948,0.941618497109827,0.750750750750751,0.77639751552795,0.743137029368913,0.765578635014837,0.796296296296296,0.755291005291005,0.889076339097427,0.887205387205387,0.889309764309764
svm_model_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113,4, low_bits_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.88135593 0.78813559 0.8559322  0.84482759 0.75862069],0.728205128205128,0.692307692307692,0.819672131147541,0.898876404494382,0.955631399317406,0.892491467576792,0.69364161849711,0.652173913043478,0.724145208948924,0.68421052631579,0.613207547169811,0.699862200551198,0.821501014198783,0.824847250509165,0.819640120099943
ensemble_model_N26_B87_E113_nb_zones_6_lab_svd,26,87,113,6, lab, svd,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.98214286 0.98809524 0.97619048 0.98192771 0.98192771],0.866906474820144,0.856115107913669,0.944683908045977,1,1,1,0.882539682539682,0.952054794520548,0.86239103362391,0.871794871794872,0.918918918918919,0.851767151767152,0.947368421052632,0.973314606741573,0.944010244547257
svm_model_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102,10, low_bits_3, svdne,1494,498,498,0.6,0.2,0.2, [0.82       0.84333333 0.81879195 0.83221477 0.81543624],0.777777777777778,0.798185941043084,0.811868686868687,0.828269484808454,0.839357429718875,0.825970548862115,0.786956521739131,0.82648401826484,0.778106873997285,0.798185941043084,0.792792792792793,0.798222880414661,0.814906832298137,0.828282828282828,0.811868686868687
svm_model_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66,12, lab, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.97727273 0.97443182 0.97714286 0.98       0.97142857],0.726688102893891,0.681672025723473,0.911616161616161,0.985193621867882,0.986316989737742,0.985176738882554,0.785894206549118,0.917647058823529,0.707050479766375,0.72112676056338,0.907801418439716,0.70095953274927,0.916267942583732,0.967171717171717,0.911616161616161
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104,10, low_bits_2, svdne,1380,460,460,0.6,0.2,0.2, [0.78623188 0.75724638 0.82246377 0.82608696 0.8115942 ],0.815217391304348,0.789130434782609,0.820434782608696,0.843389830508475,0.901449275362319,0.832608695652174,0.822546972860125,0.879464285714286,0.816850786924939,0.804828973843058,0.862068965517241,0.788490623109498,0.831497348021216,0.889179755671902,0.820673066744097
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104,10, low_bits_3, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.79470199 0.81788079 0.79801325 0.7781457  0.81125828],0.762124711316397,0.808314087759815,0.823653198653199,0.844770153231179,0.839735099337748,0.845695364238411,0.774617067833698,0.811926605504587,0.761777256240666,0.814317673378076,0.846511627906977,0.808576914870919,0.825779625779626,0.835858585858586,0.823653198653199
svm_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdne,26,37,63,12, low_bits_4_shifted_2, svdne,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.87352941 0.84117647 0.86176471 0.84319527 0.84615385],0.632352941176471,0.614705882352941,0.85016835016835,0.939540507859734,0.91627358490566,0.941037735849056,0.670184696569921,0.79874213836478,0.642464991834324,0.701594533029613,0.850828729281768,0.598370339483651,0.855987055016181,0.890572390572391,0.85016835016835
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113,4, low_bits_4, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.80701754 0.84210526 0.83333333 0.83035714 0.82142857],0.659574468085106,0.617021276595745,0.837579617834395,0.969479353680431,0.954063604240283,0.969964664310954,0.663157894736842,0.759036144578313,0.669994262765347,0.647058823529412,0.75,0.625,0.839116719242902,0.878854625550661,0.839017476709757
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113,4, low_bits_2, svdne,528,176,176,0.6,0.2,0.2, [0.85849057 0.8490566  0.83018868 0.87735849 0.83653846],0.772727272727273,0.795454545454545,0.842045454545454,0.887700534759358,0.943181818181818,0.880681818181818,0.764705882352941,0.722222222222222,0.77390180878553,0.790697674418605,0.772727272727273,0.795454545454545,0.846068660022148,0.864253393665158,0.841944048430753
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.78571429 0.80769231 0.81111111 0.81111111 0.82777778],0.704318936877076,0.700996677740864,0.848605577689243,0.944381384790011,0.920353982300885,0.945796460176991,0.753462603878116,0.819277108433735,0.691120035698349,0.727272727272727,0.839160839160839,0.707555103124723,0.854961832061069,0.883048620236531,0.848235719514239
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svdn,4,98,102, zones, lab, svdn,1788,596,596,0.6,0.2,0.2, [0.50837989 0.51955307 0.54189944 0.53351955 0.49438202],0.530612244897959,0.527210884353742,0.877946127946128,0.992733370598099,0.993288590604027,0.992729306487696,0.507142857142857,0.507142857142857,0.529545454545455,0.564263322884013,0.584415584415584,0.524350649350649,0.8785594639866,0.882996632996633,0.877946127946128
ensemble_model_v2_N16_B92_E108_nb_zones_6_low_bits_4_shifted_2_svdne,16,92,108, zones, low_bits_4_shifted_2, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.85714286 0.88461538 0.82967033 0.89010989 0.9010989 ],0.726072607260726,0.745874587458746,0.869393139841688,0.957589285714286,0.942857142857143,0.958241758241758,0.738170347003155,0.8125,0.730149371069182,0.765957446808511,0.792452830188679,0.743448637316562,0.8715953307393,0.886543535620053,0.869393139841689
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108,8, low_bits_6, svd,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.93307087 0.94094488 0.9015748  0.93700787 0.93307087],0.784869976359338,0.799054373522459,0.899338374291115,0.970611596505163,0.962204724409449,0.970866141732284,0.807610993657505,0.868181818181818,0.781381549484998,0.809843400447427,0.866028708133971,0.799836783973528,0.90224873795319,0.923872180451128,0.899198447640013
ensemble_model_N16_B92_E108_nb_zones_10_lab_svd,16,92,108,10, lab, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.91836735 0.94897959 0.96598639 0.92176871 0.93835616],0.916299559471366,0.905286343612335,0.947811447811448,0.970446735395189,0.961852861035422,0.970708446866485,0.915555555555556,0.903508771929825,0.916356155876417,0.903803131991051,0.893805309734513,0.90523598820059,0.947278911564626,0.937710437710438,0.947811447811448
svm_model_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104,12, lab, svdn,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.55780347 0.55780347 0.51744186 0.52906977 0.50290698],0.530674846625767,0.51840490797546,0.542508417508418,0.568573014991671,0.593967517401392,0.549303944315545,0.569014084507042,0.580459770114943,0.527071990320629,0.507836990595611,0.532894736842105,0.519320931639443,0.560808080808081,0.584175084175084,0.542508417508418
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108,8, low_bits_3, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.86290323 0.84274194 0.82258065 0.8266129  0.87804878],0.776699029126214,0.779126213592233,0.842870999030068,0.891788181120491,0.938610662358643,0.88610662358643,0.799126637554585,0.855140186915888,0.77352968941754,0.791762013729977,0.856435643564356,0.780598774163131,0.852593266606005,0.905314009661836,0.842627793535884
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113,4, low_bits_4, svd,558,186,186,0.6,0.2,0.2, [0.75       0.84821429 0.80357143 0.74107143 0.73636364],0.688172043010753,0.661290322580645,0.858064516129032,0.98018018018018,0.974910394265233,0.980286738351254,0.718446601941747,0.778947368421053,0.686176980913823,0.680203045685279,0.744444444444444,0.663888888888889,0.862212943632568,0.890086206896552,0.858133232203641
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.7734375  0.76190476 0.84126984 0.8015873  0.78571429],0.819047619047619,0.738095238095238,0.857414448669201,0.909952606635071,0.911392405063291,0.909810126582278,0.837606837606838,0.859649122807017,0.815241228070176,0.744186046511628,0.776699029126214,0.738816804282733,0.861367837338262,0.874296435272045,0.857186753281495
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102,12, low_bits_5, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.74590164 0.73497268 0.72131148 0.76229508 0.72252747],0.678832116788321,0.686131386861314,0.881734006734007,0.941816204458945,0.947483588621444,0.941466083150985,0.690140845070423,0.680555555555556,0.678739316239316,0.683823529411765,0.715384615384615,0.687553418803419,0.882672233820459,0.88973063973064,0.881734006734007
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svd,26,87,113, zones, lab, svd,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.97       0.96969697 0.97474747 0.96464646 0.97474747],0.815151515151515,0.833333333333333,0.928571428571429,0.997987927565392,1,0.997983870967742,0.829131652661065,0.896969696969697,0.815151515151515,0.84149855907781,0.901234567901235,0.834545855379189,0.930506478209658,0.959902794653706,0.928684811078361
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113,6, low_bits_3, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.56593407 0.53296703 0.6        0.6        0.57222222],0.561461794019934,0.591362126245847,0.581009296148738,0.623246492985972,0.688053097345133,0.584070796460177,0.616279069767442,0.646341463414634,0.553097739006587,0.60702875399361,0.669014084507042,0.595513331561697,0.618731117824773,0.675461741424802,0.58037792953593
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svd,40,30,70,12, low_bits_4_shifted_2, svd,1812,604,604,0.6,0.2,0.2, [0.92032967 0.94198895 0.92265193 0.9198895  0.93093923],0.567375886524823,0.588652482269503,0.89983164983165,1,1,1,0.623456790123457,0.716312056737589,0.567375886524823,0.652694610778443,0.773049645390071,0.588652482269504,0.903643724696356,0.939393939393939,0.89983164983165
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108,8, low_bits_4, svdn,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.53125    0.56640625 0.5234375  0.52734375 0.50390625],0.530516431924883,0.523474178403756,0.726547842401501,0.863842662632375,0.8921875,0.859375,0.563318777292576,0.581081081081081,0.528285638579756,0.54176072234763,0.6,0.52787610619469,0.737741790373369,0.772128060263653,0.726718235739303
ensemble_model_v2_N40_B30_E70_nb_zones_10_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,1452,484,484,0.6,0.2,0.2, [0.91438356 0.94482759 0.91034483 0.90689655 0.92758621],0.649350649350649,0.658008658008658,0.851430976430976,0.976906927921624,0.961432506887052,0.977272727272727,0.658227848101266,0.68421052631579,0.649797570850202,0.669456066945607,0.683760683760684,0.657669815564552,0.851742965140697,0.853535353535353,0.851430976430976
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.82727273 0.7962963  0.80555556 0.83333333 0.75925926],0.572222222222222,0.577777777777778,0.801552106430155,0.952727272727273,0.966789667896679,0.952029520295203,0.588235294117647,0.597826086956522,0.571640316205534,0.604166666666667,0.617021276595745,0.575952498762989,0.807319698600646,0.820568927789934,0.801295699850023
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.50416667 0.4789916  0.48739496 0.49579832 0.50420168],0.511335012594458,0.521410579345088,0.803625377643504,0.99496644295302,0.99496644295302,0.99496644295302,0.535885167464115,0.513761467889908,0.511070678079032,0.536585365853659,0.564102564102564,0.522150291952272,0.806930693069307,0.807730426164519,0.803558150646231
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svd,4,98,102,12, low_bits_4_shifted_2, svd,1812,604,604,0.6,0.2,0.2, [0.78296703 0.78176796 0.77071823 0.77900552 0.79834254],0.75531914893617,0.790780141843972,0.873316498316498,0.902863559797866,0.887417218543046,0.904525386313466,0.739622641509434,0.753846153846154,0.755212550607287,0.807817589576547,0.81578947368421,0.788663967611336,0.872078198045049,0.863636363636364,0.873316498316498
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66,12, low_bits_5, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.64804469 0.6396648  0.65642458 0.5758427  0.65730337],0.613559322033898,0.576271186440678,0.776936026936027,0.841589548176374,0.86562150055991,0.837066069428891,0.571428571428571,0.550724637681159,0.609757223299179,0.587458745874587,0.56687898089172,0.576917751315425,0.779717373233583,0.78956228956229,0.776936026936027
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108,8, low_bits_5, svd,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.86637931 0.87068966 0.82758621 0.81896552 0.84482759],0.709844559585492,0.707253886010363,0.870600414078675,0.978241949521323,0.968965517241379,0.978448275862069,0.725490196078431,0.783068783068783,0.711331345849112,0.740229885057471,0.805,0.703575268817204,0.874497991967871,0.898864809081527,0.8705123630039
svm_model_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66,12, low_bits_2, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.82692308 0.83241758 0.81868132 0.83791209 0.81043956],0.748201438848921,0.805755395683453,0.832491582491583,0.854564755838641,0.884615384615385,0.849450549450549,0.742647058823529,0.721428571428571,0.748395445134576,0.801470588235294,0.789855072463768,0.80564182194617,0.836079077429983,0.854377104377104,0.832491582491582
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113,6, low_bits_2, svd,822,274,274,0.6,0.2,0.2, [0.84939759 0.81707317 0.84146341 0.82926829 0.83536585],0.791970802919708,0.784671532846715,0.824817518248175,0.860986547085202,0.934306569343065,0.849148418491484,0.804123711340206,0.928571428571429,0.802123552123552,0.813880126182965,0.854304635761589,0.776745813815754,0.84,0.915697674418605,0.824417752165314
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svd,16,92,108,8, low_bits_4_shifted_2, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.81196581 0.88034188 0.85042735 0.82327586 0.85344828],0.731958762886598,0.716494845360825,0.835736354273944,0.906832298136646,0.876500857632933,0.909948542024014,0.754716981132075,0.837696335078534,0.733568979722008,0.736842105263158,0.814814814814815,0.718965196352131,0.837988826815642,0.856697819314642,0.835907643058751
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.75838926 0.81879195 0.77181208 0.79054054 0.78716216],0.748314606741573,0.761797752808989,0.850589225589225,0.909570957095709,0.927321668909825,0.907806191117093,0.780392156862745,0.896396396396396,0.748646628691472,0.790513833992095,0.896860986547085,0.761493556336606,0.859739233504544,0.915824915824916,0.850589225589225
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113,4, low_bits_4, svdn,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.56363636 0.52727273 0.48148148 0.52777778 0.5462963 ],0.50828729281768,0.541436464088398,0.528697571743929,0.675984752223634,0.977941176470588,0.53125,0.656370656370656,0.955056179775281,0.51557156814851,0.689138576779026,0.978723404255319,0.523844460748349,0.674790555978675,0.973626373626374,0.526724495017178
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104,10, low_bits_4, svdn,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.47151899 0.51265823 0.57324841 0.5477707  0.5477707 ],0.526184538653367,0.473815461346633,0.831228956228956,1,1,1,0.525,0.53030303030303,0.52623525899388,0.503529411764706,0.527093596059113,0.473142757625516,0.832847019591496,0.840909090909091,0.831228956228956
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdn,8,96,104, zones, low_bits_4_shifted_2, svdn,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.50684932 0.54109589 0.45205479 0.47586207 0.51034483],0.517391304347826,0.476086956521739,0.803872053872054,0.997940974605353,0.998626373626374,0.99793956043956,0.511013215859031,0.511013215859031,0.517309183036812,0.463251670378619,0.446351931330472,0.476479930422945,0.802542372881356,0.797138047138047,0.803872053872054
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_3_svdne,32,34,66, zones, low_bits_3, svdne,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.80523256 0.82163743 0.82748538 0.83918129 0.84795322],0.810240963855422,0.822289156626506,0.876683501683502,0.902452937820878,0.924065420560748,0.900116822429906,0.804953560371517,0.764705882352941,0.811365286855483,0.820668693009119,0.833333333333333,0.822549019607843,0.878170478170478,0.888888888888889,0.876683501683502
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.78767123 0.81506849 0.82413793 0.80689655 0.78275862],0.804772234273319,0.809110629067245,0.847643097643097,0.878627968337731,0.916093535075653,0.873452544704264,0.815573770491803,0.825726141078838,0.80377216144851,0.807860262008734,0.840909090909091,0.810496039230479,0.852965069049553,0.883838383838384,0.847643097643097
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.54276316 0.45723684 0.49006623 0.49337748 0.50662252],0.508120649651972,0.519721577726218,0.821127946127946,0.996042216358839,0.997357992073976,0.996036988110964,0.511520737327189,0.509174311926605,0.508108282723866,0.524137931034483,0.535211267605634,0.519899211784468,0.821802935010482,0.824915824915825,0.821127946127946
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.94308943 0.91056911 0.92276423 0.9057377  0.91803279],0.700980392156863,0.688725490196078,0.861900097943193,0.97292863002461,0.967373572593801,0.973083197389886,0.727678571428571,0.795121951219512,0.700516640634387,0.717149220489978,0.809045226130653,0.691603952778245,0.866729678638941,0.901671583087512,0.862055303738878
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102,10, low_bits_2, svdn,1606,535,535,0.600149476831091,0.199925261584454,0.199925261584454, [0.49068323 0.5        0.50621118 0.49375    0.5       ],0.52987012987013,0.498701298701299,0.842592592592593,1,1,1,0.495821727019499,0.465968586387435,0.529376045771037,0.496083550913838,0.489690721649485,0.498772062395423,0.840715502555366,0.830808080808081,0.842592592592593
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.48648649 0.49662162 0.43581081 0.47635135 0.48979592],0.514476614699332,0.463251670378619,0.805555555555556,0.997971602434077,0.998646820027064,0.997970230040595,0.538135593220339,0.566964285714286,0.514593253968254,0.477223427331887,0.488888888888889,0.463194444444444,0.808457711442786,0.820707070707071,0.805555555555556
svm_model_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102,12, lab, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.91081081 0.87837838 0.91081081 0.9        0.87567568],0.851711026615969,0.840304182509506,0.890151515151515,0.904761904761905,0.924324324324324,0.902702702702702,0.87378640776699,0.9375,0.842699579831933,0.840909090909091,0.932773109243698,0.848330999066293,0.894031668696711,0.926767676767677,0.890151515151515
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1452,484,484,0.6,0.2,0.2, [0.51027397 0.54137931 0.52068966 0.49310345 0.49310345],0.487012987012987,0.515151515151515,0.803030303030303,0.995189003436426,0.997245179063361,0.995179063360882,0.467415730337079,0.454148471615721,0.486730888168375,0.502222222222222,0.484978540772532,0.515415034578406,0.800851063829787,0.792087542087542,0.803030303030303
svm_model_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113,6, lab, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.65263158 0.64736842 0.62234043 0.66489362 0.58510638],0.643312101910828,0.60828025477707,0.637404580152672,0.676328502415459,0.741525423728814,0.645127118644068,0.656441717791411,0.656441717791411,0.642790395319547,0.585858585858586,0.572368421052632,0.607171864847303,0.6562123039807,0.691232528589581,0.63733600951772
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113,6, low_bits_3, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.56770833 0.56842105 0.58947368 0.56842105 0.56842105],0.548895899053628,0.589905362776025,0.816519546027743,0.98109243697479,0.98109243697479,0.98109243697479,0.56797583081571,0.598726114649682,0.549363057324841,0.59375,0.625,0.591287878787879,0.818465377417343,0.835668789808917,0.816710799398841
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,1316,438,438,0.60036496350365,0.199817518248175,0.199817518248175, [0.77272727 0.80681818 0.80681818 0.79007634 0.77862595],0.817351598173516,0.801369863013699,0.846715328467153,0.8735976065819,0.887537993920973,0.871580547112462,0.845559845559846,0.964757709251101,0.811762740881475,0.823529411764706,0.944186046511628,0.803931588278235,0.856899488926746,0.914545454545454,0.846466866466866
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113,4, low_bits_4, svdn,624,208,208,0.6,0.2,0.2, [0.58730159 0.55555556 0.61290323 0.56451613 0.55645161],0.504807692307692,0.519230769230769,0.802884615384615,0.996784565916399,0.993589743589744,0.996794871794872,0.582995951417004,0.705882352941176,0.508601553829079,0.59016393442623,0.727272727272727,0.528773978315263,0.81581311769991,0.884990253411306,0.803975202606981
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116,4, low_bits_3, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.78688525 0.81147541 0.79166667 0.78333333 0.8       ],0.830845771144279,0.786069651741293,0.817097415506958,0.836140888208269,0.903973509933775,0.822847682119205,0.804597701149425,0.786516853932584,0.826294141252006,0.77948717948718,0.76,0.785940594059406,0.819960861056751,0.853360488798371,0.817942380321515
svm_model_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108,8, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.75       0.87083333 0.79166667 0.83333333 0.83333333],0.775,0.82,0.815,0.830342577487765,0.848333333333333,0.826666666666666,0.780487804878049,0.76555023923445,0.775445276685288,0.82089552238806,0.812807881773399,0.820109524643045,0.818449460255152,0.824110671936759,0.814889344065545
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63,12, low_bits_6, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.88268156 0.90502793 0.85195531 0.89044944 0.8988764 ],0.583050847457627,0.603389830508475,0.896043771043771,0.996082820369334,0.996640537513998,0.996080627099664,0.668463611859838,0.81578947368421,0.575726904674273,0.656891495601173,0.783216783216783,0.608713654766286,0.901160464185674,0.947811447811448,0.896043771043771
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102,10, low_bits_3, svdne,1560,520,520,0.6,0.2,0.2, [0.80769231 0.83333333 0.81410256 0.78525641 0.83012821],0.786764705882353,0.730392156862745,0.828282828282828,0.868371802869619,0.892307692307692,0.86474358974359,0.810457516339869,0.861111111111111,0.782118055555556,0.744186046511628,0.833333333333333,0.736111111111111,0.836276083467095,0.877104377104377,0.828282828282828
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svd,16,92,108, zones, lab, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.89666667 0.9261745  0.91946309 0.94295302 0.93288591],0.900452488687783,0.938914027149321,0.942760942760943,0.95575221238938,0.941018766756032,0.956434316353887,0.904347826086956,0.949771689497717,0.900894813358724,0.941176470588235,0.968609865470852,0.938642832278805,0.943048576214405,0.947811447811448,0.942760942760943
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70,12, low_bits_6, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.91530055 0.93169399 0.91530055 0.92076503 0.91483516],0.642335766423358,0.653284671532847,0.918771043771044,1,1,1,0.735135135135135,0.964539007092198,0.632645443395723,0.730878186968839,0.969924812030075,0.662267370554045,0.924343394747158,0.992424242424242,0.918771043771044
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113,6, low_bits_2, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.82065217 0.74456522 0.82417582 0.82417582 0.76923077],0.842105263157895,0.776315789473684,0.840341655716163,0.868937048503612,0.921225382932166,0.861050328227571,0.843137254901961,0.86,0.842337662337662,0.777777777777778,0.788079470198676,0.776392676275808,0.846299810246679,0.882585751978892,0.84050753567531
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svd,40,30,70, zones, low_bits_4, svd,1776,592,592,0.6,0.2,0.2, [0.78932584 0.81179775 0.82303371 0.78531073 0.80508475],0.8,0.836666666666667,0.931818181818182,0.969971671388102,0.963963963963964,0.970157657657658,0.791666666666667,0.754966887417219,0.800302235654918,0.826855123674912,0.785234899328859,0.836326058935953,0.930650684931507,0.914983164983165,0.931818181818182
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svd,4,98,102, zones, low_bits_6, svd,1812,604,604,0.6,0.2,0.2, [0.80769231 0.76519337 0.80939227 0.82872928 0.8121547 ],0.794326241134752,0.769503546099291,0.898148148148148,0.934072022160665,0.93046357615894,0.934326710816777,0.801369863013699,0.893129770992366,0.800869521257773,0.794952681388013,0.834437086092715,0.764546787321167,0.899751449875725,0.914141414141414,0.898148148148148
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63,12, low_bits_5, svdne,1710,570,570,0.6,0.2,0.2, [0.83333333 0.83625731 0.83040936 0.80116959 0.84502924],0.627627627627628,0.594594594594595,0.861531986531987,0.958677685950413,0.949707602339181,0.95906432748538,0.694581280788177,0.801136363636364,0.617128691372322,0.64,0.764331210191083,0.603756514186451,0.867070707070707,0.903198653198653,0.861531986531987
ensemble_model_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66,12, lab, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.97222222 0.99162011 0.97765363 0.99441341 0.98882682],0.815068493150685,0.773972602739726,0.946127946127946,0.995555555555555,1,0.995535714285714,0.838323353293413,0.979020979020979,0.818369549913174,0.810344827586207,0.946308724832215,0.770357159618905,0.94842868654311,0.990740740740741,0.946127946127946
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70,12, low_bits_2, svdn,1848,616,616,0.6,0.2,0.2, [0.58648649 0.58918919 0.64324324 0.58918919 0.5951087 ],0.625,0.659090909090909,0.743686868686869,0.781021897810219,0.810606060606061,0.772727272727273,0.637362637362637,0.644444444444444,0.624547803617571,0.659090909090909,0.674418604651163,0.659431524547804,0.75193482688391,0.776936026936027,0.743686868686869
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116,4, low_bits_3, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.88392857 0.83928571 0.89090909 0.8        0.82727273],0.777173913043478,0.739130434782609,0.862255965292842,0.930147058823529,0.913357400722022,0.931407942238267,0.757396449704142,0.711111111111111,0.775768321513002,0.727272727272727,0.666666666666667,0.742424242424242,0.857142857142857,0.822894168466523,0.862427476390124
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108,8, low_bits_4, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.47435897 0.54273504 0.53418803 0.58547009 0.50431034],0.521850899742931,0.537275064267352,0.811921891058582,1,1,1,0.539603960396039,0.570680628272251,0.522714051509863,0.565217391304348,0.606217616580311,0.537802685841176,0.81570996978852,0.836776859504132,0.812048961449408
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.57627119 0.55084746 0.55172414 0.50862069 0.57758621],0.525773195876289,0.515463917525773,0.804526748971193,0.993174061433447,0.996575342465753,0.993150684931507,0.544554455445545,0.585106382978723,0.527553191489362,0.515463917525773,0.549450549450549,0.517443721327216,0.806517311608961,0.830188679245283,0.804993329521632
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108,8, low_bits_5, svd,1206,402,402,0.6,0.2,0.2, [0.8677686  0.81818182 0.80165289 0.84166667 0.7875    ],0.713930348258706,0.686567164179104,0.862189054726368,0.969439728353141,0.946932006633499,0.970149253731343,0.750542299349241,0.869346733668342,0.715461544174072,0.728448275862069,0.862244897959184,0.690831186843669,0.868283404660009,0.914829659318637,0.862553169580267
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svdn,32,34,66, zones, low_bits_4, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.59562842 0.6284153  0.60382514 0.58743169 0.57967033],0.656934306569343,0.624087591240876,0.851430976430976,0.915309446254072,0.922319474835886,0.914660831509847,0.686666666666667,0.762962962962963,0.658459898747669,0.63859649122807,0.654676258992806,0.623634425792699,0.854552946023898,0.872895622895623,0.851430976430976
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70,12, low_bits_3, svdn,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.66761364 0.68181818 0.68465909 0.71306818 0.70454545],0.707792207792208,0.733766233766234,0.842171717171717,0.886146943353898,0.897727272727273,0.884659090909091,0.7,0.704697986577181,0.707694905238276,0.742138364779874,0.742138364779874,0.733485289772487,0.843815077051229,0.852693602693603,0.842171717171717
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svd,4,98,102, zones, low_bits_5, svd,1670,556,556,0.600287562904385,0.199856218547807,0.199856218547807, [0.71556886 0.79341317 0.76946108 0.76047904 0.73652695],0.577903682719547,0.580736543909348,0.820707070707071,0.923803898405198,0.936526946107784,0.922754491017964,0.610966057441253,0.704819277108434,0.585029959409832,0.644230769230769,0.716577540106952,0.572144191740223,0.829052969502408,0.869528619528619,0.820707070707071
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svd,16,92,108,8, low_bits_4_shifted_2, svd,1314,438,438,0.6,0.2,0.2, [0.91287879 0.90151515 0.88931298 0.92366412 0.89694656],0.703196347031963,0.700913242009132,0.868036529680365,0.978593272171254,0.974124809741248,0.97869101978691,0.729166666666667,0.802752293577982,0.703648874061718,0.733197556008147,0.818181818181818,0.700375312760634,0.87318999561211,0.908675799086758,0.868036529680365
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66,12, low_bits_6, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.62096774 0.62162162 0.67297297 0.68108108 0.64594595],0.454198473282443,0.465648854961832,0.785774410774411,0.883625128733265,0.926565874730022,0.877969762419006,0.518518518518518,0.534722222222222,0.445327212806026,0.5,0.593220338983051,0.477165725047081,0.797935688765383,0.845959595959596,0.785774410774411
ensemble_model_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113,6, lab, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.63068182 0.6954023  0.66666667 0.73563218 0.71264368],0.596551724137931,0.63448275862069,0.817493112947658,0.952595936794582,0.967889908256881,0.951834862385321,0.656891495601173,0.756756756756757,0.593167110772745,0.66875,0.792592592592593,0.64468339307049,0.828700711053652,0.891515994436718,0.81820001631795
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.79807692 0.79807692 0.85576923 0.79807692 0.80769231],0.745664739884393,0.69364161849711,0.854503464203233,0.944550669216061,0.95,0.944230769230769,0.747126436781609,0.755813953488372,0.745723068698209,0.697142857142857,0.7625,0.698454301075269,0.855504587155963,0.875586854460094,0.854838881775502
ensemble_model_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdne,26,37,63,12, low_bits_4_shifted_2, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.87288136 0.90112994 0.88983051 0.92937853 0.90625   ],0.611842105263158,0.575657894736842,0.882996632996633,0.982275586049171,0.971719457013575,0.982466063348416,0.635802469135802,0.682119205298013,0.612301432714366,0.614925373134328,0.673202614379085,0.575011903216033,0.884551495016611,0.896464646464647,0.882996632996633
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdne,8,96,104,10, low_bits_4_shifted_2, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.82       0.82333333 0.86666667 0.85       0.83557047],0.753986332574032,0.697038724373576,0.813973063973064,0.860899653979239,0.830440587449933,0.865821094793057,0.755656108597285,0.742222222222222,0.754288681204569,0.6810551558753,0.663551401869159,0.696220145379024,0.808159722222222,0.783670033670034,0.813973063973064
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113,4, low_bits_4, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.86885246 0.86065574 0.89344262 0.87704918 0.87704918],0.665024630541872,0.605911330049261,0.825787401574803,0.951260504201681,0.927868852459016,0.952459016393443,0.693693693693694,0.77,0.666553398058252,0.652173913043478,0.652173913043478,0.598814229249012,0.830945558739255,0.836538461538462,0.82552729528536
svm_model_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104,10, low_bits_6, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.82119205 0.82781457 0.82119205 0.80794702 0.82      ],0.799539170506912,0.806451612903226,0.83543771043771,0.851150202976996,0.8342175066313,0.854111405835544,0.793349168646081,0.799043062200957,0.799521531100478,0.8125,0.808888888888889,0.80635832004253,0.833404345973583,0.823232323232323,0.83543771043771
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.50549451 0.61111111 0.57777778 0.55       0.57222222],0.533333333333333,0.51,0.788282290279627,0.965669988925803,0.966740576496674,0.965631929046563,0.556962025316456,0.553459119496855,0.532048708684598,0.498293515358362,0.493243243243243,0.509779516358464,0.78968253968254,0.787598944591029,0.788288719607342
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108,8, low_bits_2, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.86585366 0.87804878 0.85772358 0.83606557 0.85655738],0.747549019607843,0.762254901960784,0.840352595494613,0.903225806451613,0.959216965742251,0.897226753670473,0.729658792650919,0.634703196347032,0.756505037326955,0.708708708708709,0.631016042780749,0.752159605100781,0.838293650793651,0.829244357212954,0.840330878508725
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.69886364 0.75862069 0.77011494 0.70114943 0.76436782],0.775862068965517,0.758620689655172,0.84366391184573,0.894495412844037,0.894495412844037,0.894495412844037,0.789644012944984,0.748466257668712,0.779744939857978,0.779874213836478,0.794871794871795,0.755644852659778,0.848565710473649,0.842384105960265,0.84371716058415
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108,8, low_bits_6, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.53418803 0.56837607 0.54273504 0.53846154 0.57327586],0.529562982005141,0.532133676092545,0.60174717368962,0.635231316725979,0.611301369863013,0.648972602739726,0.529562982005141,0.497584541062802,0.531759303498434,0.515957446808511,0.521505376344086,0.531688648763176,0.589730015881419,0.570112589559877,0.601877760208215
svm_model_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102,10, low_bits_4, svdne,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.77639752 0.78881988 0.75625    0.765625   0.740625  ],0.626943005181347,0.598445595854922,0.72516835016835,0.773076923076923,0.751870324189526,0.77930174563591,0.604395604395604,0.625,0.626785714285714,0.64203233256351,0.661904761904762,0.592316017316017,0.722952906236742,0.717171717171717,0.72516835016835
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.49655172 0.51736111 0.51388889 0.53472222 0.51041667],0.468950749464668,0.4796573875803,0.786616161616162,0.988904299583911,0.988904299583911,0.988904299583911,0.485477178423237,0.4875,0.468419603524229,0.463576158940397,0.462555066079295,0.479194199706314,0.786705931846866,0.787037037037037,0.786616161616162
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svd,4,98,102, zones, low_bits_4_shifted_2, svd,1794,598,598,0.6,0.2,0.2, [0.78055556 0.78055556 0.74581006 0.75418994 0.75418994],0.756013745704467,0.731958762886598,0.875,0.917686318131257,0.919732441471572,0.917502787068004,0.756013745704467,0.769230769230769,0.756237006237006,0.732876712328767,0.722972972972973,0.732115857115857,0.875262494750105,0.877104377104377,0.875
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svd,40,30,70, zones, lab, svd,1882,627,627,0.600127551020408,0.199936224489796,0.199936224489796, [0.97883598 0.98670213 0.98404255 0.97340426 0.9893617 ],0.805668016194332,0.720647773279352,0.950757575757576,1,1,1,0.842105263157895,0.920863309352518,0.789135358379963,0.729411764705882,0.861111111111111,0.736310951239009,0.952068824252356,0.978114478114478,0.950757575757576
svm_model_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104,10, low_bits_5, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.75649351 0.76298701 0.75324675 0.78896104 0.74836601],0.670644391408115,0.720763723150358,0.772727272727273,0.812869336835194,0.804941482444733,0.814694408322497,0.694690265486726,0.747619047619048,0.670460241512873,0.73589164785553,0.779904306220096,0.720904534062429,0.77667493796526,0.79040404040404,0.772727272727273
ensemble_model_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104,12, lab, svdn,1794,598,598,0.6,0.2,0.2, [0.51111111 0.53055556 0.52513966 0.50558659 0.51675978],0.515463917525773,0.52233676975945,0.882154882154882,1,1,1,0.53156146179402,0.54421768707483,0.515164399092971,0.515679442508711,0.513888888888889,0.522250566893424,0.882451721242653,0.884680134680135,0.882154882154882
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113,4, low_bits_4, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.75384615 0.83846154 0.8359375  0.8359375  0.7890625 ],0.691588785046729,0.677570093457944,0.848880597014925,0.959028831562974,0.981366459627329,0.958074534161491,0.71304347826087,0.796116504854369,0.695355549724482,0.687782805429864,0.835164835164835,0.698070222460466,0.854054054054054,0.918604651162791,0.851388656516647
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116,4, low_bits_3, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.6031746  0.65079365 0.58730159 0.62096774 0.56451613],0.5625,0.620192307692308,0.605566218809981,0.669410150891632,0.779552715654952,0.615015974440894,0.625514403292181,0.730769230769231,0.5625,0.680161943319838,0.756756756756757,0.610337141264976,0.662838392124692,0.765151515151515,0.603392878198326
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.51351351 0.49662162 0.49662162 0.51351351 0.50680272],0.547884187082405,0.467706013363029,0.811868686868687,0.996614759647935,0.995940460081191,0.996617050067659,0.524590163934426,0.530805687203791,0.546915448643913,0.470066518847007,0.445378151260504,0.469134573260584,0.810191082802548,0.803030303030303,0.811868686868687
ensemble_model_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102,12, lab, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.88950276 0.90833333 0.89722222 0.86388889 0.86944444],0.846689895470383,0.885017421602787,0.913720538720539,0.929978118161925,0.943396226415094,0.92896781354051,0.849315068493151,0.892086330935252,0.848070192494653,0.893890675241157,0.939189189189189,0.883263659342796,0.915672562731386,0.936868686868687,0.913720538720539
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108,10, low_bits_3, svd,1354,451,451,0.600177304964539,0.19991134751773,0.19991134751773, [0.80147059 0.83455882 0.78518519 0.81111111 0.7962963 ],0.822616407982262,0.804878048780488,0.809397163120567,0.811781609195402,0.834564254062038,0.806499261447563,0.813084112149533,0.766519823788546,0.822992054751416,0.792452830188679,0.756756756756757,0.804142570518116,0.808377896613191,0.80550621669627,0.809390276489728
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svdn,26,87,113, zones, lab, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.63855422 0.59638554 0.6402439  0.57317073 0.50609756],0.653284671532847,0.594890510948905,0.817784256559767,0.946987951807229,0.953883495145631,0.946601941747573,0.666666666666667,0.683453237410072,0.652837729816147,0.618556701030928,0.692307692307692,0.599626068376068,0.822190611664296,0.848751835535976,0.818008334555253
svm_model_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113,6, low_bits_3, svdne,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.78571429 0.84337349 0.80722892 0.77710843 0.80120482],0.819494584837545,0.787003610108303,0.803751803751804,0.812428078250863,0.848557692307692,0.804086538461538,0.81203007518797,0.771428571428571,0.820020855057351,0.775665399239544,0.728571428571429,0.787643378519291,0.805436337625179,0.808908045977011,0.803729385307346
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,1176,392,392,0.6,0.2,0.2, [0.81779661 0.85169492 0.84322034 0.81196581 0.78205128],0.668367346938776,0.64030612244898,0.822448979591837,0.933677863910422,0.921768707482993,0.93452380952381,0.717391304347826,0.868421052631579,0.67430953621678,0.703157894736842,0.822660098522167,0.633552271483306,0.833969465648855,0.890927624872579,0.822379032048138
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdn,32,34,66,12, low_bits_4_shifted_2, svdn,1746,582,582,0.6,0.2,0.2, [0.61142857 0.58285714 0.64       0.56609195 0.64367816],0.587301587301587,0.561904761904762,0.872474747474747,0.980259447264523,0.995418098510882,0.979954180985109,0.622093023255814,0.681528662420382,0.587599774248166,0.603448275862069,0.664556962025316,0.561577844069983,0.877079107505071,0.90993265993266,0.872474747474747
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.83636364 0.87962963 0.81481481 0.87962963 0.7962963 ],0.688888888888889,0.666666666666667,0.852549889135255,0.968342644320298,0.959409594095941,0.968634686346863,0.698924731182796,0.773809523809524,0.694196428571428,0.736842105263158,0.785046728971963,0.639098706951735,0.860147213459516,0.885281385281385,0.851731601731602
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,1422,474,474,0.6,0.2,0.2, [0.78671329 0.75352113 0.76408451 0.78169014 0.77816901],0.791139240506329,0.784810126582278,0.850632911392405,0.893970893970894,0.907172995780591,0.892405063291139,0.756756756756757,0.65531914893617,0.790002670702395,0.755980861244019,0.658333333333333,0.786431623931624,0.843915343915344,0.806913996627319,0.850669836151497
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svd,16,92,108, zones, low_bits_4_shifted_2, svd,1206,402,402,0.6,0.2,0.2, [0.84297521 0.84297521 0.88429752 0.84166667 0.90416667],0.72636815920398,0.753731343283582,0.866169154228856,0.94949494949495,0.935323383084577,0.950248756218906,0.754464285714286,0.797169811320755,0.722269116186693,0.760290556900726,0.785,0.753886138613861,0.86871644704734,0.876847290640394,0.866061836274971
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66,12, low_bits_2, svdne,1704,568,568,0.6,0.2,0.2, [0.83333333 0.78654971 0.81470588 0.83529412 0.8       ],0.842261904761905,0.854166666666667,0.865740740740741,0.875644699140401,0.896713615023474,0.872652582159624,0.857142857142857,0.969512195121951,0.845221213840045,0.870712401055409,0.959302325581395,0.851602382302893,0.872144288577154,0.915824915824916,0.865740740740741
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113,6, low_bits_2, svdn,776,258,258,0.60061919504644,0.19969040247678,0.19969040247678, [0.53205128 0.53846154 0.51282051 0.54545455 0.56493506],0.523255813953488,0.484496124031008,0.562693498452012,0.60025873221216,0.597938144329897,0.60180412371134,0.546125461254613,0.52112676056338,0.523494414764449,0.49811320754717,0.485294117647059,0.484450337512054,0.568372803666921,0.558558558558558,0.562825605157873
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104,12, low_bits_3, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.8442623  0.84972678 0.84153005 0.82967033 0.86263736],0.683636363636364,0.723636363636364,0.816077441077441,0.852688172043011,0.868565169769989,0.849945235487404,0.676579925650558,0.614864864864865,0.68932219621196,0.691056910569106,0.669291338582677,0.719780804426474,0.816,0.815656565656566,0.816077441077441
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116,4, low_bits_3, svdn,660,220,220,0.6,0.2,0.2, [0.60606061 0.58333333 0.59848485 0.61363636 0.52272727],0.590909090909091,0.627272727272727,0.822727272727273,0.965309200603318,0.96969696969697,0.965151515151515,0.583333333333333,0.588785046728972,0.590852700355636,0.60952380952381,0.576576576576577,0.627737829572692,0.820936639118457,0.815693430656934,0.822701787792235
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.8173913  0.81304348 0.77826087 0.80434783 0.77631579],0.81413612565445,0.795811518324607,0.84989539748954,0.883838383838384,0.914634146341463,0.87979094076655,0.823821339950372,0.917127071823204,0.819260053324537,0.821100917431193,0.856459330143541,0.789501341372348,0.85841144548594,0.902489626556017,0.849451564332861
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104,12, low_bits_2, svd,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.8342246  0.8315508  0.83064516 0.8172043  0.79301075],0.75,0.73046875,0.803030303030303,0.82811698306824,0.86587982832618,0.820278969957082,0.761194029850746,0.733812949640288,0.751521859435528,0.718367346938775,0.752136752136752,0.732183483982045,0.809910641754671,0.839225589225589,0.803030303030303
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,1254,418,418,0.6,0.2,0.2, [0.56349206 0.56349206 0.536      0.54       0.488     ],0.480861244019139,0.497607655502392,0.788038277511962,0.987261146496815,0.988835725677831,0.987240829346093,0.484560570071259,0.534031413612565,0.485077380815093,0.527027027027027,0.544186046511628,0.496230954290297,0.791136256482791,0.812197483059051,0.788312554206915
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdne,8,96,104,10, low_bits_4_shifted_2, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.83098592 0.79225352 0.82624113 0.82624113 0.82978723],0.749469214437367,0.766454352441613,0.864601018675721,0.934767025089606,0.922206506364922,0.935643564356436,0.765873015873016,0.794238683127572,0.747996534546242,0.781746031746032,0.849137931034483,0.767665199826865,0.867249271743654,0.88155668358714,0.864543248096807
svm_model_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113,6, lab, svdne,990,330,330,0.6,0.2,0.2, [0.92929293 0.98484848 0.93939394 0.94949495 0.96464646],0.887878787878788,0.893939393939394,0.937575757575758,0.967741935483871,0.939393939393939,0.968686868686869,0.896935933147632,0.987730061349693,0.88907461151317,0.901960784313725,0.975757575757576,0.893939393939394,0.938580799045915,0.956257594167679,0.937620937349861
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svd,40,30,70,12, low_bits_4_shifted_2, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.92372881 0.90056818 0.92897727 0.94602273 0.89488636],0.628664495114006,0.592833876221498,0.899410774410774,1,1,1,0.721951219512195,0.919254658385093,0.613736918233643,0.6684350132626,0.863013698630137,0.605419892793329,0.90623774029031,0.972222222222222,0.899410774410774
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104,10, low_bits_6, svdne,1512,504,504,0.6,0.2,0.2, [0.89802632 0.88741722 0.85099338 0.89735099 0.84768212],0.710648148148148,0.694444444444444,0.874158249158249,0.972549019607843,0.984126984126984,0.972222222222222,0.726477024070022,0.817733990147783,0.716727257082625,0.732793522267206,0.790393013100437,0.68829995482608,0.879484079000403,0.918350168350168,0.874158249158249
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113,6, low_bits_3, svdne,924,308,308,0.6,0.2,0.2, [0.7688172  0.8172043  0.80978261 0.79891304 0.76086957],0.737012987012987,0.785714285714286,0.86948051948052,0.941684665226782,0.943722943722944,0.941558441558442,0.758208955223881,0.79375,0.734712837837838,0.775510204081633,0.832116788321168,0.790327400008537,0.870739549839228,0.891963109354414,0.869797175675926
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70,12, low_bits_5, svd,1794,598,598,0.6,0.2,0.2, [0.89444444 0.9        0.89385475 0.91620112 0.92458101],0.63573883161512,0.670103092783505,0.912037037037037,0.99609156895589,0.994425863991081,0.996098104793757,0.707182320441989,0.920863309352518,0.647931654676259,0.74331550802139,0.914473684210526,0.658675691026126,0.917293233082707,0.975589225589225,0.912037037037037
svm_model_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108,10, lab, svdn,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.59090909 0.57792208 0.61437908 0.61764706 0.57189542],0.551068883610451,0.558194774346793,0.59469696969697,0.6325,0.659713168187744,0.616688396349413,0.553191489361702,0.544186046511628,0.551219236848047,0.567441860465116,0.592233009708738,0.558907202528788,0.607419486343253,0.627104377104377,0.59469696969697
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,576,192,192,0.6,0.2,0.2, [0.60344828 0.61206897 0.57758621 0.61403509 0.56140351],0.546875,0.541666666666667,0.8,0.970434782608696,0.96875,0.970486111111111,0.562814070351759,0.528301886792453,0.549034664326459,0.555555555555555,0.604395604395604,0.544772059623545,0.802469135802469,0.804123711340206,0.799956592512208
ensemble_model_v2_N32_B34_E66_nb_zones_12_lab_svdne,32,34,66, zones, lab, svdne,1842,614,614,0.6,0.2,0.2, [0.98108108 0.97554348 0.98641304 0.98641304 0.98913043],0.846441947565543,0.805243445692884,0.960016835016835,0.998913043478261,0.997828447339848,0.998914223669924,0.853046594982079,0.894736842105263,0.846622152395915,0.81294964028777,0.843283582089552,0.805100437661317,0.960367125573634,0.968855218855219,0.960016835016835
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102,12, low_bits_6, svdn,1812,604,604,0.6,0.2,0.2, [0.49450549 0.50552486 0.5718232  0.53867403 0.55524862],0.528368794326241,0.517730496453901,0.535774410774411,0.519031141868512,0.496688741721854,0.539735099337748,0.505576208178439,0.5,0.527397260273973,0.514285714285714,0.493150684931507,0.518634165995165,0.516863775733684,0.496632996632997,0.535774410774411
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108,8, low_bits_6, svdn,1164,388,388,0.6,0.2,0.2, [0.55128205 0.55982906 0.50431034 0.50862069 0.52586207],0.502577319587629,0.505154639175258,0.801546391752577,1,1,1,0.521091811414392,0.535714285714286,0.502232142857143,0.507692307692308,0.521052631578947,0.505475810738969,0.803270311701584,0.81198347107438,0.801567867224433
svm_model_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102,10, low_bits_2, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.79251701 0.82312925 0.82653061 0.82653061 0.80821918],0.757709251101322,0.773127753303965,0.797558922558923,0.812587412587413,0.791553133514986,0.817438692098093,0.752252252252252,0.707627118644068,0.759776862074328,0.749391727493917,0.706422018348624,0.770583890530244,0.789496717724289,0.759259259259259,0.797558922558923
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104,10, low_bits_5, svdne,1452,484,484,0.6,0.2,0.2, [0.81164384 0.77241379 0.8        0.82068966 0.77586207],0.636363636363636,0.651515151515152,0.840909090909091,0.966089965397924,0.961432506887052,0.966253443526171,0.665338645418327,0.716738197424893,0.63566167513166,0.665280665280665,0.698689956331878,0.651920085462076,0.844316309719934,0.862794612794613,0.840909090909091
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113,6, low_bits_4, svd,990,330,330,0.6,0.2,0.2, [0.83333333 0.76262626 0.78282828 0.78787879 0.8030303 ],0.63030303030303,0.663636363636364,0.770909090909091,0.853977844914401,0.856565656565656,0.853535353535353,0.67379679144385,0.754491017964072,0.628779251313324,0.689075630252101,0.788461538461538,0.670092838196286,0.780742459396752,0.822738386308068,0.771345154692496
svm_model_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104,10, low_bits_4, svdne,1398,466,466,0.6,0.2,0.2, [0.73928571 0.74642857 0.78214286 0.76428571 0.68345324],0.678111587982833,0.725321888412017,0.733905579399142,0.772,0.828326180257511,0.755364806866953,0.70703125,0.793859649122807,0.680543269939555,0.757575757575757,0.816326530612245,0.720380459876258,0.755905511811024,0.819112627986348,0.733390510884366
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102,10, low_bits_4, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.74482759 0.69310345 0.70138889 0.69097222 0.70486111],0.723175965665236,0.703862660944206,0.795454545454545,0.854485049833887,0.890581717451524,0.848337950138504,0.679900744416873,0.625570776255708,0.717643687722996,0.672985781990521,0.574898785425101,0.712106926959126,0.791416309012875,0.776094276094276,0.795454545454545
ensemble_model_v2_N4_B98_E102_nb_zones_12_lab_svdne,4,98,102, zones, lab, svdne,1782,594,594,0.6,0.2,0.2, [0.88547486 0.89325843 0.90449438 0.91011236 0.93258427],0.848484848484848,0.804713804713805,0.917929292929293,0.949561403508772,0.971941638608305,0.948372615039282,0.858934169278997,0.88961038961039,0.846903096903097,0.810457516339869,0.867132867132867,0.806943056943057,0.920375663536137,0.948653198653198,0.917929292929293
ensemble_model_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113,6, lab, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.94318182 0.9375     0.97727273 0.93181818 0.91477273],0.849829351535836,0.870307167235495,0.933151432469304,0.981566820276498,0.968181818181818,0.981818181818182,0.852348993288591,0.907142857142857,0.852264239028945,0.879746835443038,0.952054794520548,0.870585220389526,0.93387314439946,0.953168044077135,0.933340778795324
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113,6, low_bits_2, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.5625     0.44318182 0.44318182 0.55113636 0.54022989],0.506849315068493,0.462328767123288,0.794117647058823,1,1,1,0.482014388489209,0.503759398496241,0.506596680380196,0.398467432950192,0.351351351351351,0.46387012012012,0.78757939308398,0.775,0.79383423180593
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102,12, low_bits_5, svdn,1752,584,584,0.6,0.2,0.2, [0.53409091 0.50285714 0.52285714 0.52       0.52285714],0.503205128205128,0.496794871794872,0.586700336700337,0.624860022396417,0.636986301369863,0.617579908675799,0.511041009463722,0.509433962264151,0.503082994203971,0.460481099656357,0.437908496732026,0.495683808114441,0.589807852965748,0.594276094276094,0.586700336700337
svm_model_N32_B84_E116_nb_zones_4_lab_svd,32,84,116,4, lab, svd,546,182,182,0.6,0.2,0.2, [0.94545455 0.96363636 0.96363636 0.96296296 0.94444444],0.862637362637363,0.818681318681319,0.921978021978022,0.975700934579439,0.956043956043956,0.976190476190476,0.883720930232558,0.94059405940594,0.853013079085686,0.81767955801105,0.86046511627907,0.820857558139535,0.923737916219119,0.934782608695652,0.921835748792271
svm_model_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116,4, low_bits_3, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.77419355 0.83870968 0.78688525 0.82786885 0.86065574],0.779411764705882,0.799019607843137,0.806262230919765,0.834319526627219,0.9185667752443,0.817589576547231,0.794520547945205,0.828571428571429,0.777922077922078,0.819383259911894,0.869158878504673,0.795404181520378,0.823529411764706,0.890173410404624,0.804927659476666
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_5_svdne,26,37,63, zones, low_bits_5, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.86285714 0.85142857 0.88571429 0.87142857 0.85632184],0.585987261146497,0.576433121019108,0.875420875420875,0.981001727115717,0.974828375286041,0.981121281464531,0.646739130434783,0.757961783439491,0.585987261146497,0.656330749354005,0.808917197452229,0.576433121019108,0.881219903691814,0.924242424242424,0.875420875420875
svm_model_N4_B148_E152_nb_zones_4_lab_svd,4,148,152,4, lab, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.9137931  0.84482759 0.86842105 0.9122807  0.89473684],0.879581151832461,0.879581151832461,0.897489539748954,0.908450704225352,0.898954703832753,0.909407665505226,0.889952153110048,0.939393939393939,0.877305665349144,0.885572139303483,0.908163265306122,0.87881281544876,0.899795501022495,0.909090909090909,0.897342064714946
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108,8, low_bits_5, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.54273504 0.54700855 0.52991453 0.54273504 0.59051724],0.544987146529563,0.503856041131105,0.541623843782117,0.641975308641975,0.801369863013699,0.553082191780822,0.640973630831643,0.797979797979798,0.540351155534402,0.619329388560158,0.805128205128205,0.503079566481628,0.637103336045566,0.8014329580348,0.54055136033835
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_6_svdne,26,37,63, zones, low_bits_6, svdne,1904,634,634,0.600252206809584,0.199873896595208,0.199873896595208, [0.89005236 0.89528796 0.87105263 0.86315789 0.88947368],0.63135593220339,0.627118644067797,0.914141414141414,0.984696569920844,0.980042016806723,0.984768907563025,0.669201520912548,0.8,0.642063492063492,0.683453237410072,0.753968253968254,0.617893217893218,0.916256157635468,0.939393939393939,0.914141414141414
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,942,314,314,0.6,0.2,0.2, [0.83684211 0.87234043 0.83510638 0.81382979 0.80851064],0.792993630573248,0.757961783439491,0.840127388535032,0.884696016771489,0.895966029723991,0.883227176220807,0.803625377643504,0.852564102564103,0.793370658876988,0.76969696969697,0.779141104294479,0.757120221021411,0.844582043343653,0.863291139240506,0.839978902953587
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdn,16,92,108,8, low_bits_4_shifted_2, svdn,1128,376,376,0.6,0.2,0.2, [0.48672566 0.46460177 0.49115044 0.55309735 0.46428571],0.444148936170213,0.513297872340426,0.791489361702128,1,1,1,0.442666666666667,0.466292134831461,0.445267279536942,0.534351145038168,0.532994923857868,0.512307517794856,0.793248945147679,0.800851970181044,0.791499311339194
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66,12, low_bits_4, svdne,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.8038674  0.80939227 0.78176796 0.86464088 0.83333333],0.556338028169014,0.644366197183099,0.852693602693603,0.931780366056572,0.929203539823009,0.931969026548672,0.571428571428571,0.608695652173913,0.557772483621203,0.673139158576052,0.712328767123288,0.642396267619615,0.85453034081463,0.865319865319865,0.852693602693603
ensemble_model_v2_N26_B87_E113_nb_zones_6_lab_svdne,26,87,113, zones, lab, svdne,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.93292683 0.87804878 0.93209877 0.95679012 0.98148148],0.856088560885609,0.833948339483395,0.926991150442478,0.9813200498132,0.968058968058968,0.981572481572482,0.872131147540984,0.943262411347518,0.85240043644299,0.844290657439446,0.938461538461538,0.838025095471904,0.929133858267716,0.957227138643068,0.926991150442478
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66,12, low_bits_5, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.60382514 0.62021858 0.61202186 0.60655738 0.61813187],0.54014598540146,0.594890510948905,0.855218855218855,0.941689373297003,0.945295404814004,0.941466083150985,0.556338028169014,0.607692307692308,0.543429487179487,0.615916955017301,0.618055555555556,0.593643162393162,0.857142857142857,0.868686868686869,0.855218855218855
ensemble_model_N32_B84_E116_nb_zones_4_lab_svd,32,84,116,4, lab, svd,600,200,200,0.6,0.2,0.2, [0.99166667 0.95833333 0.98333333 0.95833333 0.975     ],0.895,0.835,0.939,0.988352745424293,0.99,0.988333333333333,0.897560975609756,0.910891089108911,0.894839483948395,0.83743842364532,0.779816513761468,0.840457707430184,0.939544103072349,0.929411764705882,0.939195678271309
ensemble_model_N4_B148_E152_nb_zones_4_lab_svd,4,148,152,4, lab, svd,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.85576923 0.91176471 0.84313725 0.82352941 0.84313725],0.876470588235294,0.870588235294118,0.890845070422535,0.905660377358491,0.9375,0.90234375,0.862745098039216,0.88,0.876842105263158,0.879120879120879,0.919540229885058,0.869408669159396,0.892485549132948,0.923444976076555,0.891445990342425
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116,4, low_bits_3, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8984375  0.859375   0.8968254  0.84126984 0.85714286],0.758293838862559,0.729857819905213,0.876893939393939,0.964968152866242,0.95583596214511,0.965299684542587,0.751219512195122,0.819148936170213,0.764275322785961,0.757446808510638,0.809090909090909,0.726327632763276,0.878277153558052,0.900191938579654,0.877198773028145
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70,12, low_bits_6, svd,1752,584,584,0.6,0.2,0.2, [0.91761364 0.93714286 0.90285714 0.93428571 0.92      ],0.557692307692308,0.628205128205128,0.890151515151515,0.995993131081854,0.993150684931507,0.996004566210046,0.632978723404255,0.80952380952381,0.571428571428571,0.707070707070707,0.848484848484848,0.614718614718615,0.89638745533942,0.9503367003367,0.890151515151515
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113,4, low_bits_5, svd,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.90769231 0.87692308 0.8671875  0.921875   0.875     ],0.663551401869159,0.644859813084112,0.852611940298507,0.984375,0.978260869565217,0.984472049689441,0.74468085106383,0.9375,0.650122549019608,0.732394366197183,0.859504132231405,0.612547765040434,0.868988391376451,0.944144144144144,0.84924808754596
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108,10, low_bits_3, svd,1626,542,542,0.6,0.2,0.2, [0.85889571 0.85889571 0.84355828 0.87345679 0.87654321],0.746666666666667,0.688,0.832491582491583,0.886308068459658,0.891758917589176,0.885608856088561,0.743935309973046,0.766666666666667,0.747435897435897,0.709677419354839,0.733333333333333,0.686111111111111,0.834854771784232,0.846801346801347,0.832491582491582
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108,8, low_bits_4, svdne,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.77692308 0.76153846 0.74031008 0.74806202 0.7248062 ],0.642691415313225,0.663573085846868,0.764378478664193,0.833200319233839,0.806800618238022,0.838485316846986,0.663755458515284,0.684684684684685,0.641385404543299,0.688172043010753,0.740740740740741,0.663393626184324,0.766544117647059,0.768663594470046,0.764350471371344
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113,6, low_bits_4, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.76704545 0.75287356 0.7816092  0.76436782 0.79885057],0.679310344827586,0.703448275862069,0.826446280991735,0.916761687571266,0.922018348623853,0.916284403669725,0.68259385665529,0.746268656716418,0.684031764255645,0.724358974358974,0.748344370860927,0.701510314926866,0.82995951417004,0.852981969486824,0.826627783649021
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113,4, low_bits_6, svd,558,186,186,0.6,0.2,0.2, [0.875      0.91071429 0.97321429 0.98214286 0.89090909],0.774193548387097,0.720430107526882,0.890322580645161,0.985507246376812,0.974910394265233,0.985663082437276,0.785714285714286,0.865168539325843,0.777945094405189,0.754716981132076,0.860215053763441,0.720430107526882,0.89375,0.93058568329718,0.890665975976948
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdn,4,98,102,12, low_bits_4_shifted_2, svdn,1824,608,608,0.6,0.2,0.2, [0.50819672 0.48360656 0.50274725 0.5467033  0.47802198],0.5,0.52536231884058,0.50547138047138,0.524658971668415,0.548245614035088,0.503289473684211,0.51063829787234,0.533333333333333,0.500709219858156,0.543554006968641,0.553191489361702,0.524743892828999,0.525252525252525,0.547138047138047,0.50547138047138
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_shifted_2_svdne,8,96,104, zones, low_bits_4_shifted_2, svdne,1584,528,528,0.6,0.2,0.2, [0.83333333 0.85220126 0.81962025 0.85126582 0.80379747],0.755050505050505,0.75,0.871632996632997,0.929449838187702,0.906565656565657,0.931186868686869,0.772833723653396,0.816831683168317,0.753776666326426,0.76144578313253,0.814432989690721,0.751275900785955,0.872224549643904,0.876262626262626,0.871632996632997
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svd,4,148,152, zones, lab, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8828125  0.875      0.93650794 0.8968254  0.8968254 ],0.853080568720379,0.872037914691943,0.927083333333333,0.969502407704655,0.952681388012618,0.970031545741325,0.855813953488372,0.968421052631579,0.863520871143376,0.893280632411067,0.965811965811966,0.860565557374068,0.92942254812099,0.958412098298677,0.927023885961482
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,1548,516,516,0.6,0.2,0.2, [0.87419355 0.86774194 0.86774194 0.81935484 0.83441558],0.693236714975845,0.741545893719807,0.868265993265993,0.948196721311475,0.934108527131783,0.948966408268734,0.705336426914153,0.737864077669903,0.693451269604182,0.763796909492274,0.831730769230769,0.741108103061986,0.870070568700706,0.882154882154882,0.868265993265993
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108,10, low_bits_2, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.85234899 0.7852349  0.77181208 0.75       0.83108108],0.856179775280899,0.8,0.816498316498316,0.818006430868167,0.855989232839839,0.809555854643338,0.859649122807017,0.924528301886792,0.859259859097903,0.818737270875764,0.862660944206009,0.796896509838853,0.825739408473221,0.869528619528619,0.816498316498316
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.86206897 0.79310345 0.81034483 0.85344828 0.92241379],0.751295336787565,0.730569948186529,0.884057971014493,0.979310344827586,0.979310344827586,0.979310344827586,0.75,0.774193548387097,0.752096774193548,0.726315789473684,0.704081632653061,0.730988184747583,0.883575883575884,0.883575883575884,0.884055983025055
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113,4, low_bits_5, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.91509434 0.94339623 0.94339623 0.90384615 0.93269231],0.714285714285714,0.68,0.877853881278539,0.998095238095238,0.996197718631179,0.998098859315589,0.752475247524752,0.904761904761905,0.721611721611722,0.702127659574468,0.835443037974684,0.693763185654008,0.883060109289617,0.948356807511737,0.879733959311424
ensemble_model_v2_N26_B37_E63_nb_zones_12_low_bits_4_shifted_2_svdne,26,37,63, zones, low_bits_4_shifted_2, svdne,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.88978495 0.9        0.88648649 0.88648649 0.86486486],0.629770992366412,0.576335877862595,0.898989898989899,0.982532751091703,0.971922246220302,0.982721382289417,0.659649122807017,0.691176470588235,0.627334267040149,0.604982206405694,0.674603174603175,0.579948646125117,0.899916597164303,0.908249158249158,0.898989898989899
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.57954545 0.60795455 0.54022989 0.51724138 0.54022989],0.498281786941581,0.52233676975945,0.798763736263736,0.990846681922197,0.990846681922197,0.990846681922197,0.519736842105263,0.519736842105263,0.497278492995078,0.508833922261484,0.5,0.522108843537415,0.799452429842574,0.796725784447476,0.798777829983074
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svd,32,84,116, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.94444444 0.90277778 0.90277778 0.95138889 0.94444444],0.854166666666667,0.879166666666667,0.935833333333333,0.981664315937941,0.966666666666667,0.981944444444444,0.863813229571984,0.90983606557377,0.853223117532648,0.888030888030888,0.92,0.877391304347826,0.937142857142857,0.945634266886326,0.935717639345355
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113,4, low_bits_6, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.94262295 0.95901639 0.96721311 0.96721311 0.95      ],0.707920792079208,0.693069306930693,0.880434782608696,1,1,1,0.74235807860262,0.86734693877551,0.712519623233909,0.725663716814159,0.836734693877551,0.697213500784929,0.886171213546566,0.942,0.88115625
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.80194805 0.77922078 0.79084967 0.75490196 0.81045752],0.665083135391924,0.65083135391924,0.844276094276094,0.947704081632653,0.96870925684485,0.946544980443286,0.685968819599109,0.69683257918552,0.66341628959276,0.657342657342657,0.705,0.653404977375566,0.848732624693377,0.873737373737374,0.844276094276094
svm_model_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152,4, lab, svdn,606,202,202,0.6,0.2,0.2, [0.41803279 0.47540984 0.5        0.43333333 0.5       ],0.485148514851485,0.45049504950495,0.479207920792079,0.464716006884682,0.445544554455446,0.486798679867987,0.463917525773196,0.473684210526316,0.484505656665027,0.483720930232558,0.485981308411215,0.448253812100344,0.468686868686869,0.459405940594059,0.479207920792079
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svd,26,87,113,4, low_bits_4_shifted_2, svd,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.97       0.97       0.93       0.90816327 0.96938776],0.757575757575758,0.745454545454545,0.886198547215496,0.975409836065574,0.959677419354839,0.975806451612903,0.761904761904762,0.842105263157895,0.763749260792431,0.766666666666667,0.873417721518987,0.750662349131587,0.88755980861244,0.920595533498759,0.887011714739923
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svdn,8,96,104, zones, lab, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.52762431 0.51104972 0.5        0.5        0.46961326],0.519434628975265,0.49469964664311,0.871632996632997,0.985651214128035,0.986740331491713,0.985635359116022,0.537414965986395,0.564285714285714,0.519905094905095,0.49469964664311,0.48951048951049,0.494755244755245,0.872331519464211,0.877104377104377,0.871632996632997
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,576,192,192,0.6,0.2,0.2, [0.87068966 0.82758621 0.89655172 0.88596491 0.8245614 ],0.692708333333333,0.630208333333333,0.857291666666667,0.987697715289982,0.975694444444444,0.987847222222222,0.751054852320675,0.898989898989899,0.686054089279896,0.689956331877729,0.782178217821782,0.621858339680122,0.867632850241546,0.920081967213115,0.856227424284523
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104,12, low_bits_3, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.80285714 0.80571429 0.78571429 0.83428571 0.80172414],0.757961783439491,0.757961783439491,0.839225589225589,0.87431693989071,0.91533180778032,0.868421052631579,0.771084337349398,0.864864864864865,0.763757733637252,0.784090909090909,0.831325301204819,0.753500488440247,0.848050914876691,0.897306397306397,0.839225589225589
ensemble_model_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102,10, low_bits_2, svdne,1482,494,494,0.6,0.2,0.2, [0.7885906  0.81081081 0.81418919 0.81418919 0.79054054],0.803131991051454,0.807606263982103,0.862373737373737,0.900713822193381,0.936572199730094,0.896761133603239,0.8,0.742616033755274,0.807022302591923,0.79126213592233,0.776190476190476,0.80581675708258,0.863351441704973,0.869528619528619,0.862373737373737
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.76470588 0.78235294 0.81547619 0.70833333 0.76785714],0.704626334519573,0.708185053380783,0.862731152204836,0.966507177033493,0.957345971563981,0.966824644549763,0.739811912225705,0.756410256410256,0.698205128205128,0.726666666666667,0.756944444444444,0.706939375506894,0.867353951890034,0.873961218836565,0.86241920590951
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70,12, low_bits_4, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.66011236 0.66666667 0.64689266 0.67514124 0.6299435 ],0.701986754966887,0.695364238410596,0.677188552188552,0.673366834170854,0.68058690744921,0.669864559819413,0.693877551020408,0.71830985915493,0.702904929577465,0.707006369426752,0.69375,0.695466549295775,0.680283451438099,0.686868686868687,0.677188552188552
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svdn,40,30,70, zones, low_bits_3, svdn,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.66860465 0.68023256 0.65697674 0.73546512 0.68023256],0.692073170731707,0.689024390243902,0.841329966329966,0.9,0.91046511627907,0.898837209302326,0.694864048338368,0.76158940397351,0.697178882777715,0.71978021978022,0.740112994350282,0.684626033598982,0.84517453798768,0.866161616161616,0.841329966329966
svm_model_N26_B87_E113_nb_zones_8_lab_svd,26,87,113,8, lab, svd,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.95909091 0.92727273 0.95       0.93119266 0.91284404],0.895890410958904,0.884931506849315,0.930449069003286,0.955785512699906,0.927007299270073,0.957116788321168,0.904040404040404,0.967567567567568,0.894894894894895,0.891752577319588,0.961111111111111,0.885960960960961,0.931239848402815,0.941949616648412,0.930449069003286
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113,8, low_bits_3, svd,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.76388889 0.80092593 0.76388889 0.77102804 0.78037383],0.843575418994413,0.840782122905028,0.810825892857143,0.791512915129151,0.797397769516729,0.78996282527881,0.852631578947368,0.880434782608696,0.84251624187906,0.843835616438356,0.890173410404624,0.842384002499609,0.814652815746309,0.832402234636871,0.810849946749874
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.51968504 0.48015873 0.51984127 0.5515873  0.51190476],0.485714285714286,0.519047619047619,0.795432921027593,0.990491283676704,0.990491283676704,0.990491283676704,0.526315789473684,0.558139534883721,0.483947816222348,0.536697247706422,0.573529411764706,0.520561002178649,0.800371402042711,0.820952380952381,0.795457179069346
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.97580645 0.99193548 1.         0.95967742 0.95967742],0.699029126213592,0.674757281553398,0.875,1,1,1,0.725663716814159,0.863157894736842,0.7108582266477,0.735177865612648,0.830357142857143,0.659859422492401,0.882620564149227,0.938104448742747,0.87487746708982
svm_model_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113,6, low_bits_2, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.75609756 0.88888889 0.77777778 0.82716049 0.82716049],0.762962962962963,0.751851851851852,0.803994082840237,0.83855421686747,0.857142857142857,0.834975369458128,0.793548387096774,0.938931297709924,0.768026799934099,0.788643533123028,0.925925925925926,0.751851851851852,0.818119423472889,0.886904761904762,0.804481792717087
svm_model_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116,4, lab, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.68461538 0.7        0.64615385 0.640625   0.765625  ],0.586046511627907,0.627906976744186,0.662639405204461,0.754430379746836,0.922600619195046,0.69969040247678,0.650980392156863,0.821782178217822,0.599487580336981,0.696969696969697,0.851851851851852,0.626860505365178,0.722689075630252,0.889097744360902,0.665137107474569
ensemble_model_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104,10, low_bits_4, svdne,1548,516,516,0.6,0.2,0.2, [0.70967742 0.68064516 0.72903226 0.73548387 0.71753247],0.736714975845411,0.664251207729469,0.830808080808081,0.901282051282051,0.908268733850129,0.900516795865633,0.743529411764706,0.745283018867924,0.736502895572576,0.663438256658596,0.678217821782178,0.664580609004297,0.832360300250209,0.84006734006734,0.830808080808081
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_2_svdne,32,34,66, zones, low_bits_2, svdne,1794,598,598,0.6,0.2,0.2, [0.82777778 0.81388889 0.80726257 0.81564246 0.84636872],0.807560137457045,0.759450171821306,0.861952861952862,0.889617486338798,0.907469342251951,0.887402452619844,0.810810810810811,0.845070422535211,0.808441251536062,0.771241830065359,0.791946308724832,0.758649210700444,0.865131578947368,0.885521885521885,0.861952861952862
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108,8, low_bits_5, svdn,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.52212389 0.53097345 0.50442478 0.52678571 0.51785714],0.552,0.482666666666667,0.805437100213219,0.997333333333333,0.996447602131439,0.997335701598579,0.557894736842105,0.54639175257732,0.552201401150538,0.5,0.50259067357513,0.482064567556796,0.807184363444268,0.80421052631579,0.80545299533932
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108,8, low_bits_4, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.78448276 0.77586207 0.78448276 0.77391304 0.8       ],0.748051948051948,0.698701298701299,0.83748701973001,0.915110356536502,0.932525951557093,0.913494809688581,0.780045351473923,0.851485148514851,0.742682464967808,0.727699530516432,0.767326732673267,0.695138776172699,0.846943765281173,0.881873727087576,0.836593643204805
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70,12, low_bits_2, svdn,1806,602,602,0.6,0.2,0.2, [0.65469613 0.66298343 0.62983425 0.61111111 0.64166667],0.617543859649123,0.607017543859649,0.835016835016835,0.905992303463441,0.912513842746401,0.90531561461794,0.600732600732601,0.598540145985402,0.616837640560268,0.611111111111111,0.594594594594595,0.607516275399487,0.835294117647059,0.836700336700337,0.835016835016835
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svd,26,87,113,4, low_bits_4_shifted_2, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.95238095 0.93650794 0.92857143 0.9516129  0.97580645],0.701923076923077,0.706730769230769,0.874280230326295,0.98705501618123,0.97444089456869,0.987220447284345,0.76865671641791,0.88034188034188,0.676434676434676,0.76078431372549,0.889908256880734,0.697479380965619,0.885188431200701,0.936920222634508,0.872038640144292
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104,12, low_bits_2, svd,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.83695652 0.82786885 0.83333333 0.81967213 0.83060109],0.753676470588235,0.768382352941176,0.856481481481482,0.889702038682697,0.929039301310043,0.884825327510917,0.752767527675277,0.733812949640288,0.754124519932926,0.772563176895307,0.804511278195489,0.769162113917888,0.861438439658675,0.892255892255892,0.856481481481482
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116,6, low_bits_3, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.87078652 0.82022472 0.85955056 0.89325843 0.79775281],0.783783783783784,0.75,0.818488529014845,0.851305334846765,0.842696629213483,0.852808988764045,0.785234899328859,0.790540540540541,0.783783783783784,0.735714285714286,0.730496453900709,0.74911919469229,0.815627141877999,0.810626702997275,0.818414955776712
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66,12, low_bits_6, svdn,1800,600,600,0.6,0.2,0.2, [0.61388889 0.58055556 0.625      0.63611111 0.61111111],0.503472222222222,0.461805555555556,0.85479797979798,0.974104683195592,0.982222222222222,0.973888888888889,0.554517133956386,0.618055555555556,0.503472222222222,0.5141065830721,0.569444444444444,0.461805555555555,0.859470468431772,0.888047138047138,0.85479797979798
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102,12, low_bits_3, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.80446927 0.80726257 0.73743017 0.80898876 0.77808989],0.840677966101695,0.857627118644068,0.803451178451178,0.783256880733945,0.764837625979843,0.788353863381859,0.839590443686007,0.848275862068965,0.840804597701149,0.858108108108108,0.846666666666667,0.857816091954023,0.799828546935276,0.785353535353535,0.803451178451178
ensemble_model_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108,10, lab, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.5862069  0.60344828 0.55172414 0.5862069  0.61034483],0.55939524838013,0.539956803455724,0.808080808080808,0.973047684865238,0.971034482758621,0.973103448275862,0.583673469387755,0.616379310344828,0.559271906254665,0.578217821782178,0.632034632034632,0.540155247051799,0.813267813267813,0.835858585858586,0.808080808080808
ensemble_model_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152,4, lab, svdn,738,246,246,0.6,0.2,0.2, [0.5        0.47972973 0.54054054 0.53378378 0.53424658],0.556910569105691,0.491869918699187,0.809756097560976,1,1,1,0.555102040816327,0.53968253968254,0.55734126984127,0.521072796934866,0.548387096774194,0.491406663141195,0.811897106109325,0.815831987075929,0.809716320870207
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113,4, low_bits_5, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.69672131 0.6147541  0.59836066 0.59016393 0.625     ],0.495049504950495,0.52970297029703,0.58498023715415,0.724351050679852,0.963815789473684,0.633223684210526,0.598425196850394,0.808510638297872,0.515366430260047,0.644194756554307,0.868686868686869,0.53628518191625,0.684210526315789,0.915492957746479,0.590756187611104
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.70192308 0.69551282 0.74358974 0.74516129 0.76129032],0.678048780487805,0.65609756097561,0.788720538720539,0.856426332288401,0.877892030848329,0.852827763496144,0.723849372384937,0.848039215686275,0.678873976775176,0.71047227926078,0.839805825242718,0.655197030268418,0.80390625,0.866161616161616,0.788720538720539
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102,12, low_bits_6, svdn,1794,598,598,0.6,0.2,0.2, [0.49166667 0.50833333 0.52513966 0.51117318 0.47486034],0.463917525773196,0.518900343642612,0.875420875420875,1,1,1,0.48,0.467532467532467,0.463693241065504,0.533333333333333,0.583941605839416,0.522490283439188,0.876357560568087,0.882996632996633,0.875420875420875
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116,4, low_bits_2, svd,546,182,182,0.6,0.2,0.2, [0.83636364 0.84545455 0.81818182 0.83333333 0.83333333],0.802197802197802,0.725274725274725,0.80989010989011,0.853781512605042,0.93040293040293,0.840659340659341,0.823529411764706,0.923076923076923,0.802197802197802,0.759615384615384,0.897727272727273,0.730778529980658,0.828202581926514,0.922566371681416,0.810628164006647
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113,4, low_bits_6, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.59016393 0.54166667 0.63333333 0.55833333 0.625     ],0.505,0.555,0.655688622754491,0.76390977443609,0.843853820598007,0.739202657807309,0.517073170731707,0.540816326530612,0.505702280912365,0.618025751072961,0.615384615384615,0.542632066728452,0.687216681776972,0.734496124031008,0.653256292468179
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdn,16,92,108,8, low_bits_4_shifted_2, svdn,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.50813008 0.58536585 0.52845528 0.58943089 0.55327869],0.486552567237164,0.493887530562347,0.796187683284457,1,1,1,0.5,0.497630331753554,0.486188903250515,0.486352357320099,0.475728155339806,0.494021713137883,0.796684544124817,0.792434529582929,0.796217264791465
svm_model_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70,12, lab, svdn,1862,620,620,0.600257898130239,0.199871050934881,0.199871050934881, [0.87967914 0.87365591 0.87903226 0.91666667 0.90053763],0.64591439688716,0.622568093385214,0.88047138047138,0.95097037793667,1,0.9484425349087,0.701639344262295,0.849206349206349,0.649794014297831,0.684039087947883,0.801526717557252,0.619017327032594,0.889494163424125,0.962121212121212,0.880471380471381
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svd,26,87,113, zones, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.91803279 0.8852459  0.91666667 0.95833333 0.91666667],0.646766169154229,0.606965174129353,0.847912524850895,0.99505766062603,1,0.995033112582781,0.721568627450981,0.867924528301887,0.633962264150943,0.694980694980695,0.857142857142857,0.595238095238095,0.863514719000892,0.943469785575049,0.845974243700303
ensemble_model_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116,4, lab, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.67460317 0.6984127  0.6984127  0.68253968 0.73387097],0.665071770334928,0.655502392344498,0.860420650095602,0.993650793650794,0.996815286624204,0.993630573248407,0.684684684684685,0.835164835164835,0.68453157012479,0.727272727272727,0.888888888888889,0.647414741474147,0.869175627240143,0.94541910331384,0.862015367792004
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113,6, low_bits_2, svdne,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.7816092  0.80232558 0.84302326 0.79069767 0.76162791],0.832752613240418,0.804878048780488,0.850278551532033,0.872852233676976,0.883990719257541,0.87122969837587,0.833333333333333,0.857142857142857,0.833333333333333,0.809523809523809,0.826388888888889,0.804802836052836,0.852233676975945,0.867132867132867,0.850348680445768
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svdn,4,148,152, zones, lab, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.50806452 0.52419355 0.50806452 0.48387097 0.46774194],0.519417475728155,0.58252427184466,0.814922480620155,0.99025974025974,0.983870967741936,0.990322580645161,0.535211267605634,0.548076923076923,0.519136500754148,0.552083333333333,0.514563106796116,0.58252427184466,0.812928501469148,0.802707930367505,0.814946198193461
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102,12, low_bits_5, svdn,1776,592,592,0.6,0.2,0.2, [0.5        0.48033708 0.43539326 0.48587571 0.53954802],0.506666666666667,0.43,0.865740740740741,1,1,1,0.493150684931507,0.470588235294118,0.507402961184474,0.420338983050848,0.421768707482993,0.42983860210751,0.865002115954295,0.86026936026936,0.865740740740741
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.75333333 0.74333333 0.74333333 0.73666667 0.79530201],0.815489749430524,0.829157175398633,0.87037037037037,0.899603698811096,0.909212283044059,0.898531375166889,0.799007444168734,0.71875,0.817514534883721,0.816625916870416,0.776744186046512,0.828104235880399,0.867583834909716,0.849326599326599,0.87037037037037
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108,10, low_bits_2, svd,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.86267606 0.85915493 0.87323944 0.85211268 0.8556338 ],0.739957716701903,0.695560253699789,0.818681318681319,0.889945652173913,0.922535211267606,0.885915492957746,0.751515151515152,0.778242677824268,0.739548689339484,0.706122448979592,0.736170212765957,0.695816198819953,0.825396825396825,0.856418918918919,0.818649391777564
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113,4, low_bits_5, svdn,654,218,218,0.6,0.2,0.2, [0.65151515 0.57575758 0.68461538 0.56923077 0.63846154],0.559633027522936,0.536697247706422,0.790825688073394,0.951486697965571,0.929663608562691,0.952599388379205,0.644444444444444,0.861386138613861,0.58026571887958,0.65993265993266,0.867256637168142,0.524104509060261,0.810945273631841,0.903881700554529,0.791649411297301
svm_model_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108,8, low_bits_6, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.8875     0.91666667 0.9        0.90756303 0.91176471],0.776381909547739,0.778894472361809,0.871987951807229,0.934673366834171,0.933110367892977,0.934782608695652,0.765171503957783,0.717821782178218,0.777278238027884,0.768421052631579,0.715686274509804,0.780523549626036,0.869431643625192,0.845617529880478,0.872201477490846
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116,4, low_bits_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.8559322  0.88135593 0.89830508 0.87931034 0.88793103],0.805128205128205,0.815384615384615,0.877049180327869,0.923333333333333,0.945392491467577,0.921501706484642,0.834782608695652,0.932038834951456,0.797541156606163,0.834862385321101,0.938144329896907,0.816010940458658,0.885496183206107,0.941176470588235,0.876385336743393
ensemble_model_N26_B87_E113_nb_zones_8_lab_svd,26,87,113,8, lab, svd,1106,368,368,0.60043431053203,0.199782844733985,0.199782844733985, [0.94594595 0.94594595 0.95945946 0.93636364 0.95      ],0.902173913043478,0.910326086956522,0.949511400651466,0.978062157221206,0.96745027124774,0.978300180831826,0.895953757225433,0.856353591160221,0.901438827665672,0.905982905982906,0.85945945945946,0.91060404666962,0.948073701842546,0.923830250272035,0.949455753521716
svm_model_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152,4, lab, svdne,618,206,206,0.6,0.2,0.2, [0.86290323 0.94354839 0.90322581 0.93548387 0.91803279],0.771844660194175,0.79126213592233,0.86504854368932,0.92259083728278,0.944983818770226,0.920711974110032,0.787330316742082,0.813084112149533,0.77017841971113,0.805429864253394,0.855769230769231,0.790629713423831,0.870697674418605,0.9,0.864705882352941
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113,6, low_bits_4, svdn,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.58333333 0.56770833 0.56770833 0.54736842 0.57368421],0.540880503144654,0.569182389937107,0.565326633165829,0.693173293323331,0.96652719665272,0.572175732217573,0.658878504672897,0.927631578947368,0.557189283449588,0.693512304250559,0.96875,0.566653481012658,0.686594202898551,0.959493670886076,0.568275513747277
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113,4, low_bits_6, svdn,564,188,188,0.6,0.2,0.2, [0.51754386 0.57017544 0.57142857 0.45535714 0.59821429],0.515957446808511,0.48936170212766,0.792553191489362,0.985663082437276,0.975177304964539,0.98581560283688,0.551724137931034,0.629213483146067,0.521677448643741,0.555555555555555,0.588235294117647,0.480164158686731,0.800409416581371,0.826638477801268,0.792334228193996
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svdn,32,84,116, zones, lab, svdn,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.72 0.65 0.72 0.71 0.74],0.668674698795181,0.710843373493976,0.853365384615385,0.962524654832347,0.976,0.962,0.696132596685083,0.768292682926829,0.6698606271777,0.707317073170732,0.773333333333333,0.716336996336996,0.856807511737089,0.896805896805897,0.854285301344125
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdn,26,87,113,4, low_bits_4_shifted_2, svdn,612,204,204,0.6,0.2,0.2, [0.55645161 0.50819672 0.58196721 0.50819672 0.59016393],0.485294117647059,0.455882352941176,0.554901960784314,0.616129032258064,0.624183006535948,0.611111111111111,0.537444933920705,0.592233009708738,0.484235316735557,0.51528384279476,0.584158415841584,0.457127751610112,0.578066914498141,0.609803921568628,0.554901960784314
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116,6, low_bits_3, svd,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.87628866 0.84020619 0.86597938 0.84020619 0.8556701 ],0.739938080495356,0.758513931888545,0.861386138613861,0.936082474226804,0.936082474226804,0.936082474226804,0.751479289940828,0.760479041916168,0.739213879932443,0.760736196319018,0.760736196319018,0.758493098159509,0.862913096695226,0.865030674846626,0.861354288734174
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svd,8,96,104,12, low_bits_4_shifted_2, svd,1764,588,588,0.6,0.2,0.2, [0.85028249 0.82768362 0.84375    0.85511364 0.82954545],0.725490196078431,0.784313725490196,0.842592592592593,0.873873873873874,0.879818594104308,0.873015873015873,0.730769230769231,0.780821917808219,0.72791095890411,0.796296296296296,0.80625,0.78326198630137,0.844941956882255,0.857744107744108,0.842592592592593
ensemble_model_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152,4, lab, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.88983051 0.96610169 0.90677966 0.9137931  0.93965517],0.835897435897436,0.82051282051282,0.890368852459016,0.932432432432432,0.9419795221843,0.931740614334471,0.847619047619048,1,0.849056603773585,0.84304932735426,0.959183673469388,0.819798022301704,0.895609756097561,0.95625,0.891431451612903
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svd,40,30,70, zones, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.90056818 0.89488636 0.86931818 0.92897727 0.90909091],0.584415584415584,0.626623376623377,0.890572390572391,0.990291262135922,0.985227272727273,0.990340909090909,0.630057803468208,0.698717948717949,0.582911605937922,0.662756598240469,0.743421052631579,0.628120782726046,0.893355209187859,0.916666666666667,0.890572390572391
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdn,32,34,66, zones, low_bits_4_shifted_2, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.53932584 0.59831461 0.56179775 0.55898876 0.58426966],0.51006711409396,0.533557046979866,0.848063973063973,0.957636566332218,0.965168539325843,0.957303370786517,0.493055555555556,0.486301369863014,0.509598053352559,0.550161812297735,0.55921052631579,0.533029920692141,0.849017147636972,0.854377104377104,0.848063973063973
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104,12, low_bits_6, svd,1770,590,590,0.6,0.2,0.2, [0.86158192 0.84463277 0.83898305 0.86158192 0.84463277],0.762376237623762,0.745874587458746,0.846801346801347,0.877910278250994,0.873446327683616,0.878531073446328,0.76158940397351,0.766666666666667,0.762418300653595,0.753993610223642,0.77124183006536,0.74562091503268,0.846801346801347,0.846801346801347,0.846801346801347
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,1182,394,394,0.6,0.2,0.2, [0.74789916 0.76694915 0.77118644 0.76271186 0.75847458],0.637055837563452,0.682741116751269,0.805076142131979,0.904448105436573,0.928934010152284,0.901861252115059,0.580645161290323,0.538043478260869,0.630926501035197,0.664879356568365,0.601941747572815,0.686609171658748,0.800829875518672,0.786952089704383,0.805002839594355
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113,8, low_bits_3, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.824      0.776      0.864      0.84274194 0.81854839],0.797590361445783,0.766265060240964,0.841040462427746,0.885296381832179,0.922953451043339,0.880417335473515,0.78125,0.753768844221106,0.795865903592034,0.758104738154613,0.713615023474178,0.767698600846,0.841650671785029,0.847342995169082,0.841058625346309
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.86931818 0.84090909 0.88636364 0.85795455 0.82954545],0.78839590443686,0.747440273037543,0.853342428376535,0.916929547844374,0.990909090909091,0.910227272727273,0.786206896551724,0.780821917808219,0.788370142577579,0.764331210191083,0.833333333333333,0.748881431767338,0.861736334405145,0.917808219178082,0.853605196545563
ensemble_model_v2_N8_B96_E104_nb_zones_10_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,1364,454,454,0.600352112676056,0.199823943661972,0.199823943661972, [0.7189781  0.77007299 0.73161765 0.70220588 0.72058824],0.658590308370044,0.671806167400881,0.797095070422535,0.887131560028756,0.904692082111437,0.884897360703812,0.686868686868687,0.739130434782609,0.657511645962733,0.684989429175476,0.743119266055046,0.674525734722438,0.804578211106401,0.839823008849558,0.79731956046681
svm_model_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116,4, lab, svdne,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.93396226 0.96226415 0.96226415 0.94339623 0.95283019],0.875,0.903409090909091,0.943310657596372,0.979284369114878,0.981132075471698,0.979245283018868,0.875,0.885057471264368,0.875113005295105,0.902857142857143,0.858695652173913,0.905538302277433,0.943310657596372,0.936936936936937,0.943354313217327
svm_model_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104,12, lab, svdne,1830,610,610,0.6,0.2,0.2, [0.92349727 0.94262295 0.91803279 0.89344262 0.92896175],0.912087912087912,0.919413919413919,0.930555555555556,0.934507429829389,0.927868852459016,0.934972677595628,0.915492957746479,0.935251798561151,0.911655750026844,0.920289855072464,0.947761194029851,0.919923762482551,0.930584770719394,0.930976430976431,0.930555555555556
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,582,194,194,0.6,0.2,0.2, [0.54237288 0.53448276 0.56034483 0.45689655 0.57758621],0.623711340206186,0.505154639175258,0.816494845360825,0.984455958549223,0.979381443298969,0.984536082474227,0.629441624365482,0.596153846153846,0.625854700854701,0.5,0.51063829787234,0.50531914893617,0.816115702479339,0.807770961145194,0.81656739325451
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,660,220,220,0.6,0.2,0.2, [0.87878788 0.84848485 0.86363636 0.90151515 0.86363636],0.813636363636364,0.85,0.915454545454545,0.971768202080238,0.990909090909091,0.971212121212121,0.801932367149758,0.821782178217822,0.814252433646726,0.857142857142857,0.853448275862069,0.849801061007958,0.916291629162916,0.930530164533821,0.915536330006513
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdn,4,98,102,12, low_bits_4_shifted_2, svdn,1794,598,598,0.6,0.2,0.2, [0.49166667 0.51388889 0.47486034 0.49441341 0.48603352],0.539518900343643,0.446735395189003,0.875841750841751,1,1,1,0.562091503267974,0.573333333333333,0.538439716312057,0.435087719298246,0.439716312056738,0.446524822695036,0.876310272536688,0.87962962962963,0.875841750841751
ensemble_model_v2_N4_B148_E152_nb_zones_4_lab_svdne,4,148,152, zones, lab, svdne,594,198,198,0.6,0.2,0.2, [0.88333333 0.86666667 0.84745763 0.84745763 0.8220339 ],0.873737373737374,0.772727272727273,0.895959595959596,0.945990180032733,0.973063973063973,0.944444444444444,0.881516587677725,0.885714285714286,0.872964669738863,0.788732394366197,0.84,0.772040816326531,0.90048309178744,0.928286852589641,0.895495885311214
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70,12, low_bits_5, svd,1818,606,606,0.6,0.2,0.2, [0.9010989  0.9010989  0.89285714 0.88186813 0.87292818],0.681003584229391,0.663082437275986,0.922979797979798,1,1,1,0.696245733788396,0.713286713286713,0.680172768408062,0.682432432432432,0.742647058823529,0.665029823118058,0.923971749065226,0.936026936026936,0.922979797979798
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdn,26,87,113,4, low_bits_4_shifted_2, svdn,534,178,178,0.6,0.2,0.2, [0.48148148 0.39814815 0.44339623 0.52830189 0.52830189],0.48314606741573,0.51685393258427,0.8,1,1,1,0.530612244897959,0.536082474226804,0.477917780323279,0.532608695652174,0.583333333333333,0.520390070921986,0.805251641137856,0.821428571428571,0.799854557207498
ensemble_model_v2_N4_B98_E102_nb_zones_10_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.84246575 0.78424658 0.78767123 0.7739726  0.80136986],0.816593886462882,0.834061135371179,0.846801346801347,0.865612648221344,0.9,0.86027397260274,0.803738317757009,0.725738396624473,0.81988277297287,0.814634146341463,0.755656108597285,0.831414552188938,0.845500848896434,0.838383838383838,0.846801346801347
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,714,238,238,0.6,0.2,0.2, [0.61805556 0.58333333 0.61267606 0.61267606 0.57042254],0.487394957983193,0.491596638655462,0.792436974789916,0.994413407821229,0.997198879551821,0.994397759103642,0.483050847457627,0.491379310344828,0.487492933860938,0.502057613168724,0.521367521367521,0.492088719361447,0.793305439330544,0.803389830508475,0.792528248587571
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66,12, low_bits_4, svdne,1776,592,592,0.6,0.2,0.2, [0.78651685 0.76966292 0.79213483 0.86158192 0.84180791],0.703333333333333,0.723333333333333,0.874158249158249,0.92940522512507,0.941441441441441,0.928490990990991,0.685512367491166,0.659863945578231,0.702480992396959,0.71864406779661,0.69281045751634,0.723956249166333,0.874211190576357,0.874579124579125,0.874158249158249
ensemble_model_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116,4, lab, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.91666667 0.96212121 0.96969697 0.96153846 0.92307692],0.830275229357798,0.81651376146789,0.927655677655678,0.996960486322188,1,0.996951219512195,0.845188284518828,0.935185185185185,0.831228956228956,0.836065573770492,0.918918918918919,0.814599646375347,0.930762489044698,0.970749542961609,0.92757660634319
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104,12, low_bits_5, svd,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.81666667 0.77932961 0.76256983 0.82681564 0.81284916],0.636986301369863,0.544520547945205,0.766414141414141,0.829004329004329,0.854910714285714,0.823660714285714,0.67283950617284,0.698717948717949,0.632447209653092,0.563934426229508,0.632352941176471,0.550150829562594,0.775938635446104,0.808922558922559,0.766414141414141
svm_model_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113,4, low_bits_5, svdne,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.9137931  0.93965517 0.9122807  0.92105263 0.90350877],0.74869109947644,0.675392670157068,0.877615062761506,0.987740805604203,0.982578397212544,0.98780487804878,0.798319327731092,0.87962962962963,0.728971441320839,0.718181818181818,0.79,0.669725274725275,0.886297376093295,0.921212121212121,0.876007362124499
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.52083333 0.4875     0.48333333 0.54583333 0.52916667],0.5025,0.4725,0.791,0.993344425956739,0.995,0.993333333333333,0.485788113695091,0.482051282051282,0.502001250781739,0.471177944862155,0.463054187192118,0.472643844865095,0.789738430583501,0.786573146292585,0.790991163964656
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116,4, low_bits_2, svdn,516,172,172,0.6,0.2,0.2, [0.54807692 0.50961538 0.53846154 0.56862745 0.57843137],0.505813953488372,0.645348837209302,0.562790697674419,0.611486486486487,0.701550387596899,0.554263565891473,0.554973821989529,0.623529411764706,0.507167004732928,0.683937823834197,0.776470588235294,0.646855983772819,0.614754098360656,0.700934579439252,0.563430252682589
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdn,16,92,108, zones, low_bits_4_shifted_2, svdn,1046,348,348,0.600459242250287,0.199770378874857,0.199770378874857, [0.53333333 0.47619048 0.44285714 0.42307692 0.57211538],0.548850574712644,0.479885057471264,0.800229621125144,0.990458015267176,0.992351816443595,0.990439770554493,0.544927536231884,0.556213017751479,0.549056229546131,0.484330484330484,0.474860335195531,0.480033717893623,0.80045871559633,0.801377726750861,0.800229621125144
svm_model_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113,4, low_bits_6, svdne,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.93636364 0.91818182 0.97222222 0.94444444 0.93518519],0.751381215469613,0.762430939226519,0.901766004415011,0.998165137614679,1,0.998161764705882,0.764397905759162,0.776595744680851,0.750366837857667,0.765027322404371,0.833333333333333,0.767182130584193,0.903155603917301,0.922222222222222,0.901900584795322
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svd,26,87,113, zones, lab, svd,1182,394,394,0.6,0.2,0.2, [0.96638655 0.95762712 0.97881356 0.97033898 0.95338983],0.895939086294416,0.873096446700508,0.948730964467005,0.991554054054054,0.993231810490694,0.991539763113367,0.902612826603325,0.892018779342723,0.896285632765284,0.855491329479769,0.8268156424581,0.869221774717422,0.948231676063557,0.940996948118006,0.948715292701353
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113,6, low_bits_4, svdn,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.57368421 0.49473684 0.53191489 0.55319149 0.54255319],0.503184713375796,0.579617834394904,0.807888040712468,0.985138004246284,0.983050847457627,0.985169491525424,0.538461538461538,0.587096774193548,0.504240210996145,0.631284916201117,0.697530864197531,0.575739116309292,0.815628815628816,0.846641318124208,0.807739560722385
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.84615385 0.76923077 0.84444444 0.88888889 0.77777778],0.737541528239203,0.754152823920266,0.832005312084993,0.889867841409692,0.893805309734513,0.889380530973451,0.708487084870849,0.685714285714286,0.73416149068323,0.721804511278195,0.662068965517241,0.750906277630415,0.824913494809689,0.808683853459973,0.83152008017602
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108,8, low_bits_6, svdne,1302,434,434,0.6,0.2,0.2, [0.89312977 0.88846154 0.89230769 0.85769231 0.87307692],0.774193548387097,0.797235023041474,0.890322580645161,0.959501557632399,0.946236559139785,0.960061443932412,0.790598290598291,0.864485981308411,0.775424808836024,0.815126050420168,0.889908256880734,0.796805980292219,0.893177737881508,0.918744228993536,0.890374874386372
ensemble_model_v2_N32_B84_E116_nb_zones_4_lab_svdne,32,84,116, zones, lab, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.95833333 0.93333333 0.94166667 0.94067797 0.95762712],0.898989898989899,0.873737373737374,0.940524193548387,0.976109215017065,0.959731543624161,0.976510067114094,0.897959183673469,0.907216494845361,0.899152801878126,0.871794871794872,0.885416666666667,0.874080882352941,0.939611054247697,0.934826883910387,0.940467334170762
svm_model_N4_B148_E152_nb_zones_6_lab_svd,4,148,152,6, lab, svd,942,314,314,0.6,0.2,0.2, [0.85789474 0.86170213 0.79255319 0.82446809 0.82978723],0.828025477707006,0.840764331210191,0.83375796178344,0.847127555988316,0.923566878980892,0.833333333333333,0.836363636363636,0.836363636363636,0.827577791336181,0.827586206896552,0.789473684210526,0.839181286549708,0.841530054644809,0.879441624365482,0.833582704765861
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113,4, low_bits_5, svdne,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [0.88235294 0.88970588 0.91791045 0.91791045 0.92537313],0.727678571428571,0.727678571428571,0.884135472370767,0.98813056379822,0.98813056379822,0.98813056379822,0.776556776556777,0.898305084745763,0.718020466901183,0.740425531914894,0.896907216494845,0.74766620667262,0.890016920473773,0.952898550724638,0.88522120518688
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svd,8,96,104, zones, low_bits_3, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.8        0.76111111 0.79444444 0.79166667 0.79608939],0.816608996539792,0.858131487889273,0.85016835016835,0.855885588558856,0.865406006674082,0.854282536151279,0.819112627986348,0.845070422535211,0.817093034396857,0.864686468646865,0.891156462585034,0.857550062278432,0.852526926263463,0.866161616161616,0.85016835016835
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svd,40,30,70, zones, low_bits_6, svd,1710,570,570,0.6,0.2,0.2, [0.92690058 0.9005848  0.92105263 0.92982456 0.90643275],0.708708708708709,0.66966966966967,0.912878787878788,1,1,1,0.772833723653396,0.9375,0.694864649681529,0.720812182741117,0.904458598726115,0.682342935726694,0.918214144606875,0.978114478114478,0.912878787878788
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdn,26,87,113, zones, low_bits_4_shifted_2, svdn,692,230,230,0.600694444444444,0.199652777777778,0.199652777777778, [0.50714286 0.56521739 0.45652174 0.54347826 0.49275362],0.560869565217391,0.48695652173913,0.802083333333333,0.986975397973951,0.985549132947977,0.986994219653179,0.594377510040161,0.596774193548387,0.557821059038344,0.495726495726496,0.513274336283186,0.487406398910824,0.805792163543441,0.811320754716981,0.801969691945485
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113,8, low_bits_2, svd,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.86818182 0.83636364 0.88990826 0.90825688 0.88990826],0.777472527472527,0.760989010989011,0.83589462129528,0.890192791282481,0.970749542961609,0.880255941499086,0.788511749347258,0.834254143646409,0.777782809528123,0.772845953002611,0.804347826086956,0.760507246376812,0.847371107708014,0.910087719298246,0.835813090418354
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116,4, low_bits_2, svdn,534,178,178,0.6,0.2,0.2, [0.51851852 0.49074074 0.48113208 0.45283019 0.46226415],0.52247191011236,0.573033707865169,0.819101123595506,1,1,1,0.55026455026455,0.565217391304348,0.52098078867543,0.604166666666667,0.637362637362637,0.571554881899709,0.824043715846994,0.837777777777778,0.818888888888889
svm_model_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70,12, low_bits_3, svdne,1794,598,598,0.6,0.2,0.2, [0.84444444 0.88333333 0.87709497 0.83519553 0.82960894],0.814432989690721,0.81786941580756,0.848905723905724,0.864661654135338,0.897435897435897,0.859531772575251,0.813793103448276,0.791946308724832,0.814987238869458,0.790513833992095,0.704225352112676,0.815199924378486,0.850727650727651,0.861111111111111,0.848905723905724
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113,4, low_bits_6, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.9516129  0.91129032 0.91935484 0.92741935 0.9516129 ],0.815533980582524,0.805825242718447,0.920542635658915,0.993548387096774,0.993548387096774,0.993548387096774,0.825688073394495,0.87378640776699,0.815533980582524,0.803921568627451,0.780952380952381,0.806317774634606,0.921305182341651,0.926640926640927,0.92051890690023
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svdn,16,92,108, zones, lab, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.58278146 0.63245033 0.53642384 0.58278146 0.56666667],0.569124423963134,0.54147465437788,0.81523569023569,0.964737192282102,0.961538461538462,0.964854111405836,0.601279317697228,0.649769585253456,0.569124423963134,0.572043010752688,0.612903225806452,0.54147465437788,0.819860484201888,0.840909090909091,0.81523569023569
svm_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdne,26,87,113,4, low_bits_4_shifted_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.96610169 0.94915254 0.95762712 0.93103448 0.93103448],0.707692307692308,0.758974358974359,0.871926229508197,0.963478260869565,0.945392491467577,0.964163822525597,0.719211822660099,0.78494623655914,0.711100569259962,0.791111111111111,0.855769230769231,0.75206043956044,0.875373878364905,0.895918367346939,0.871827496430671
ensemble_model_N4_B148_E152_nb_zones_6_lab_svd,4,148,152,6, lab, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.86046512 0.90697674 0.90116279 0.9244186  0.84302326],0.832167832167832,0.853146853146853,0.893156424581006,0.928327645051194,0.948837209302326,0.926744186046512,0.83448275862069,0.852112676056338,0.832306338028169,0.86875,0.885350318471338,0.849651903421715,0.897246474143721,0.916323731138546,0.892728010661734
svm_model_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108,8, low_bits_5, svdne,1104,368,368,0.6,0.2,0.2, [0.84234234 0.76576577 0.77727273 0.80909091 0.80909091],0.720108695652174,0.736413043478261,0.86195652173913,0.950639853747715,0.942028985507246,0.951086956521739,0.741854636591479,0.747474747474748,0.717855020796197,0.735694822888283,0.784883720930232,0.73938063597532,0.863440860215054,0.870932754880694,0.861936965675641
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.82786885 0.81967213 0.79918033 0.87704918 0.82377049],0.793103448275862,0.795566502463054,0.846948818897638,0.883870967741936,0.898360655737705,0.881967213114754,0.794117647058824,0.848167539267016,0.796176792889322,0.798053527980535,0.788461538461538,0.795745920745921,0.848955803788246,0.866204162537165,0.847080575892239
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,678,226,226,0.6,0.2,0.2, [0.88970588 0.91911765 0.89705882 0.84558824 0.93283582],0.685840707964602,0.743362831858407,0.884955752212389,0.998522895125554,0.997050147492625,0.998525073746313,0.697872340425532,0.683333333333333,0.686006289308176,0.771653543307087,0.80327868852459,0.738177805800757,0.888507718696398,0.891566265060241,0.884763096100248
ensemble_model_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104,12, lab, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.91525424 0.91477273 0.91761364 0.91477273 0.94034091],0.895765472312704,0.885993485342019,0.945707070707071,0.964732650739477,0.962542565266742,0.964812712826334,0.894736842105263,0.860759493670886,0.896822699855577,0.874551971326165,0.818791946308725,0.88407951745816,0.944895343870141,0.930976430976431,0.945707070707071
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svdn,4,98,102, zones, low_bits_6, svdn,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.46531792 0.51156069 0.47383721 0.47965116 0.46511628],0.50920245398773,0.521472392638037,0.861111111111111,0.991898148148148,0.994199535962877,0.991879350348028,0.483870967741936,0.477707006369427,0.508084272415483,0.554285714285714,0.57396449704142,0.519466324953831,0.86180904522613,0.866161616161616,0.861111111111111
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svd,8,96,104, zones, low_bits_2, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.81593407 0.82142857 0.80662983 0.8121547  0.7679558 ],0.836298932384342,0.725978647686833,0.865740740740741,0.895410885805763,0.92502756339581,0.891951488423374,0.846666666666667,0.894366197183099,0.835672307224643,0.744186046511628,0.805755395683453,0.726821359813558,0.871111111111111,0.907407407407407,0.865740740740741
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.95967742 0.99193548 0.96774194 0.93548387 0.91935484],0.699029126213592,0.635922330097087,0.866279069767442,0.998389694041868,1,0.998387096774194,0.747967479674797,0.884615384615385,0.697209653092006,0.698795180722892,0.844660194174757,0.635922330097087,0.876344086021505,0.945841392649903,0.866124579820097
svm_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdne,16,92,108,8, low_bits_4_shifted_2, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.84821429 0.84375    0.8125     0.85714286 0.83928571],0.806970509383378,0.820375335120643,0.855841371918542,0.883512544802867,0.880357142857143,0.883928571428571,0.81151832460733,0.837837837837838,0.807216791259345,0.832917705735661,0.917582417582418,0.822665554340947,0.858346498156925,0.879180151024811,0.855990501497496
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.56363636 0.51818182 0.55454545 0.59090909 0.53703704],0.538461538461538,0.543956043956044,0.81578947368421,0.9981718464351,0.996350364963504,0.998175182481752,0.505882352941176,0.457446808510638,0.541223404255319,0.556149732620321,0.597701149425287,0.546218995765275,0.814159292035398,0.808791208791209,0.815774160194292
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102,12, low_bits_4, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.71823204 0.70718232 0.74585635 0.72651934 0.71666667],0.700704225352113,0.690140845070423,0.736531986531986,0.751780821917808,0.758849557522124,0.749446902654867,0.711864406779661,0.766423357664234,0.702939569988579,0.723270440251572,0.782312925170068,0.686776900541238,0.743232157506153,0.762626262626263,0.736531986531987
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svdn,32,34,66, zones, low_bits_5, svdn,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.63333333 0.61388889 0.61111111 0.62222222 0.64804469],0.543252595155709,0.560553633217993,0.829545454545455,0.919247787610619,0.924360400444939,0.918798665183537,0.571428571428571,0.619718309859155,0.544553032480598,0.623145400593472,0.714285714285714,0.55784708249497,0.834896045658378,0.861952861952862,0.829545454545455
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108,10, low_bits_3, svdn,1392,464,464,0.6,0.2,0.2, [0.47857143 0.47841727 0.50719424 0.52517986 0.44244604],0.482758620689655,0.506465517241379,0.569827586206897,0.604338070306657,0.580459770114943,0.619971264367816,0.466666666666667,0.460526315789474,0.482381801962533,0.509635974304068,0.5,0.506637168141593,0.557231588287489,0.540447504302926,0.569878329008112
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,1580,526,526,0.600303951367781,0.199848024316109,0.199848024316109, [0.7943038  0.77531646 0.80696203 0.77531646 0.80063291],0.816582914572864,0.826633165829146,0.863215488215488,0.885266457680251,0.893670886075949,0.884177215189873,0.806366047745358,0.741463414634146,0.818918235814482,0.80672268907563,0.746113989637306,0.824276507013775,0.860455130957492,0.843434343434343,0.863215488215488
svm_model_N32_B84_E116_nb_zones_6_lab_svd,32,84,116,6, lab, svd,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.95744681 0.9787234  0.96276596 0.93617021 0.93010753],0.891025641025641,0.887820512820513,0.934058898847631,0.962472406181016,0.929637526652452,0.963752665245202,0.901162790697674,0.993589743589744,0.891025641025641,0.897360703812317,0.993506493506493,0.889158310044386,0.935260842237586,0.955070603337612,0.9341125685909
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104,12, low_bits_6, svd,1648,549,549,0.600145666423889,0.199927166788055,0.199927166788055, [0.85454545 0.83636364 0.86060606 0.85151515 0.85365854],0.769230769230769,0.741758241758242,0.883838383838384,0.93980343980344,0.928398058252427,0.940533980582524,0.774193548387097,0.795580110497238,0.769374754702171,0.75,0.770491803278688,0.741599492799565,0.883838383838384,0.883838383838384,0.883838383838384
ensemble_model_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdne,26,87,113,4, low_bits_4_shifted_2, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.92372881 0.94067797 0.94067797 0.97457627 0.98305085],0.770408163265306,0.770408163265306,0.90224032586558,0.989795918367347,0.986440677966102,0.989830508474576,0.773869346733668,0.827956989247312,0.77320179559453,0.776119402985075,0.78,0.770208333333333,0.902834008097166,0.913934426229508,0.90231134266941
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.87168142 0.87168142 0.90707965 0.89285714 0.875     ],0.792,0.781333333333333,0.897121535181237,0.970456580125336,0.962699822380106,0.970692717584369,0.79144385026738,0.79144385026738,0.791998520878371,0.773480662983425,0.795454545454545,0.782149383280037,0.895844576362655,0.896328293736501,0.897111515289303
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108,10, low_bits_4, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.74489796 0.76870748 0.78571429 0.71768707 0.77054795],0.698237885462555,0.698237885462555,0.773989898989899,0.823133826496301,0.833787465940054,0.820844686648501,0.693512304250559,0.673913043478261,0.698563664596273,0.683602771362587,0.660714285714286,0.697748447204969,0.773130544993663,0.77020202020202,0.773989898989899
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.50543478 0.51630435 0.56593407 0.54395604 0.56593407],0.55921052631579,0.572368421052632,0.820630749014455,0.99016393442623,0.991247264770241,0.990153172866521,0.541095890410959,0.556338028169014,0.559033211615371,0.57516339869281,0.582781456953642,0.572436480110808,0.819563780568407,0.826666666666667,0.820716753022452
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svdn,4,98,102, zones, low_bits_5, svdn,1824,608,608,0.6,0.2,0.2, [0.52185792 0.48907104 0.52197802 0.50549451 0.51648352],0.463768115942029,0.496376811594203,0.872895622895623,0.991771804717498,0.991228070175439,0.991776315789473,0.467625899280576,0.433333333333333,0.466666666666667,0.454901960784314,0.46031746031746,0.493492063492063,0.871816638370119,0.864478114478115,0.872895622895623
svm_model_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116,4, low_bits_2, svdne,576,192,192,0.6,0.2,0.2, [0.8362069  0.89655172 0.87068966 0.86842105 0.89473684],0.776041666666667,0.734375,0.835416666666667,0.89041095890411,0.902777777777778,0.888888888888889,0.774869109947644,0.762886597938144,0.776180141074335,0.746268656716418,0.694444444444444,0.740079365079365,0.838114754098361,0.829614604462475,0.835578180175563
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svd,8,96,104,12, low_bits_4_shifted_2, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.82303371 0.82768362 0.80225989 0.80225989 0.85028249],0.758278145695364,0.788079470198676,0.883838383838384,0.921335597057159,0.918735891647856,0.921557562076749,0.760655737704918,0.734177215189873,0.759449718706048,0.783783783783784,0.805555555555556,0.788853727144866,0.883445945945946,0.88047138047138,0.883838383838384
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svd,4,148,152, zones, lab, svd,924,308,308,0.6,0.2,0.2, [0.85483871 0.84408602 0.8423913  0.86413043 0.89130435],0.831168831168831,0.837662337662338,0.888311688311688,0.925053533190578,0.935064935064935,0.924242424242424,0.834394904458599,0.789156626506024,0.834719158323435,0.831081081081081,0.78343949044586,0.838739612772599,0.88860103626943,0.873885350318471,0.888598304298309
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116,6, low_bits_3, svdn,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.59793814 0.59278351 0.65463918 0.58247423 0.60824742],0.619195046439629,0.609907120743034,0.610767326732673,0.668411867364747,0.789690721649485,0.608247422680412,0.690176322418136,0.820359281437126,0.61210271764164,0.670157068062827,0.8,0.611656441717791,0.673246753246753,0.798029556650246,0.609835673847511
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113,8, low_bits_2, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.86956522 0.87280702 0.86403509 0.89473684 0.84649123],0.744736842105263,0.752631578947368,0.838065194532071,0.903385631709331,0.957968476357268,0.897548161120841,0.761670761670761,0.846994535519126,0.748370364206263,0.774038461538461,0.83419689119171,0.751323044526336,0.848574237954769,0.91129883843717,0.83837193230759
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113,6, low_bits_6, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.94767442 0.93604651 0.98255814 0.95882353 0.94705882],0.705263157894737,0.740350877192982,0.888499298737728,0.998833138856476,1,0.998831775700934,0.751479289940828,0.863945578231292,0.700088731144632,0.767295597484277,0.884057971014493,0.74475007394262,0.894910773298083,0.949509116409537,0.888499298737728
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113,6, low_bits_5, svd,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.8956044  0.89010989 0.90659341 0.89010989 0.88333333],0.629139072847682,0.602649006622517,0.829365079365079,0.970521541950113,0.942731277533039,0.97136563876652,0.711340206185567,0.884615384615385,0.620389884088514,0.672131147540984,0.803921568627451,0.599947361494934,0.842298288508557,0.903014416775885,0.828676767800492
ensemble_model_v2_N26_B87_E113_nb_zones_4_low_bits_4_shifted_2_svdne,26,87,113, zones, low_bits_4_shifted_2, svdne,688,229,229,0.600349040139616,0.199825479930192,0.199825479930192, [0.95652174 0.92753623 0.93478261 0.97101449 0.94117647],0.689956331877729,0.689956331877729,0.867364746945899,0.985294117647059,0.973837209302326,0.98546511627907,0.681614349775785,0.817204301075269,0.710072738772929,0.727969348659004,0.84070796460177,0.691905706438816,0.869415807560137,0.92,0.869395973154362
svm_model_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113,8, lab, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.62173913 0.66521739 0.6        0.67391304 0.69565217],0.592689295039164,0.64490861618799,0.648225469728601,0.682724252491694,0.714782608695652,0.667826086956522,0.61,0.638743455497382,0.592809227748691,0.658291457286432,0.715846994535519,0.64792349726776,0.663336663336663,0.69968387776607,0.648704400103303
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.71910112 0.68820225 0.72752809 0.6994382  0.74858757],0.729096989966555,0.739130434782609,0.739478114478114,0.752421959095802,0.786276715410574,0.741282339707536,0.694339622641509,0.676470588235294,0.72473836160231,0.769230769230769,0.797546012269939,0.733331829664381,0.748476229175132,0.775252525252525,0.739478114478114
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116,4, low_bits_2, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.82727273 0.84545455 0.80909091 0.83636364 0.81818182],0.781420765027322,0.814207650273224,0.858078602620087,0.896678966789668,0.883636363636364,0.898181818181818,0.791666666666667,0.783505154639175,0.781287461040518,0.821052631578947,0.847826086956522,0.814022933588151,0.859307359307359,0.855603448275862,0.858111458651205
svm_model_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108,10, lab, svdne,1524,508,508,0.6,0.2,0.2, [0.93137255 0.94444444 0.92763158 0.95065789 0.93421053],0.884976525821596,0.887323943661972,0.927609427609428,0.950948332243296,0.954068241469816,0.950787401574803,0.886836027713626,0.897196261682243,0.884918885558103,0.888372093023256,0.900943396226415,0.887387585963675,0.92809364548495,0.934343434343434,0.927609427609428
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102,12, low_bits_3, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.76923077 0.81868132 0.78021978 0.81043956 0.79395604],0.79136690647482,0.856115107913669,0.845538720538721,0.857142857142857,0.886813186813187,0.852197802197802,0.776923076923077,0.711267605633803,0.793133802816901,0.844961240310078,0.801470588235294,0.854960646230323,0.847147022074136,0.856060606060606,0.84553872053872
ensemble_model_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70,12, lab, svdn,1734,578,578,0.6,0.2,0.2, [0.91954023 0.90804598 0.88150289 0.93063584 0.90462428],0.560747663551402,0.554517133956386,0.854377104377104,0.965440356744704,0.998846597462514,0.964244521337947,0.62992125984252,0.740740740740741,0.559049615653389,0.61455525606469,0.716981132075472,0.556021430235267,0.864100549882168,0.925925925925926,0.854377104377104
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdn,4,98,102, zones, low_bits_4_shifted_2, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.51381215 0.55524862 0.51388889 0.51666667 0.475     ],0.479020979020979,0.454545454545455,0.869107744107744,0.996666666666667,0.994456762749446,0.996674057649667,0.469750889679715,0.481751824817518,0.479130945965806,0.483443708609272,0.48993288590604,0.452995640033312,0.869492236676458,0.872053872053872,0.869107744107744
ensemble_model_N32_B84_E116_nb_zones_6_lab_svd,32,84,116,6, lab, svd,1000,333,333,0.600240096038415,0.199879951980792,0.199879951980792, [0.97  0.95  0.975 0.975 0.95 ],0.831831831831832,0.843843843843844,0.934573829531813,0.998998998998999,0.998,0.999,0.857142857142857,0.954545454545455,0.824406485234511,0.865979381443299,0.971098265895954,0.838674132947977,0.938729623383924,0.983510011778563,0.93361547100556
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113,6, low_bits_4, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.87078652 0.78651685 0.76404494 0.85227273 0.82386364],0.579661016949153,0.667796610169491,0.802168021680217,0.920814479638009,0.918735891647856,0.920993227990971,0.633136094674556,0.75886524822695,0.587224831905683,0.735135135135135,0.86624203821656,0.654135511861903,0.816582914572864,0.87719298245614,0.801861797350519
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108,8, low_bits_5, svdne,1260,420,420,0.6,0.2,0.2, [0.83730159 0.78571429 0.85714286 0.8452381  0.80952381],0.695238095238095,0.707142857142857,0.851904761904762,0.95253164556962,0.955555555555556,0.952380952380952,0.748031496062992,0.844444444444444,0.683760683760684,0.739957716701903,0.879396984924623,0.715716592009823,0.861469933184855,0.917457305502846,0.851654082961748
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svdn,32,34,66, zones, low_bits_6, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.61428571 0.57471264 0.62068966 0.58045977 0.59770115],0.545741324921136,0.536277602523659,0.864057239057239,0.98175598631699,0.988518943742824,0.981630309988519,0.636363636363636,0.754491017964072,0.533912175648703,0.585915492957746,0.693333333333333,0.544271457085828,0.871057884231537,0.918350168350168,0.864057239057239
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70,12, low_bits_4, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.70441989 0.67955801 0.69889503 0.74033149 0.66850829],0.561837455830389,0.62190812720848,0.821548821548821,0.895844576362655,0.917127071823204,0.893370165745856,0.592105263157895,0.629370629370629,0.561113886113886,0.666666666666667,0.764285714285714,0.623401598401598,0.828894269572236,0.864478114478115,0.821548821548821
svm_model_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152,6, lab, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.51744186 0.53488372 0.5        0.52352941 0.46470588],0.512280701754386,0.519298245614035,0.546984572230014,0.557416267942584,0.544392523364486,0.567757009345794,0.483271375464684,0.467625899280576,0.51121020991426,0.525951557093426,0.51006711409396,0.519739439399921,0.536585365853659,0.522346368715084,0.547088677315288
ensemble_model_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdne,16,92,108,8, low_bits_4_shifted_2, svdne,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.8976378  0.91338583 0.92063492 0.90873016 0.91269841],0.681710213776722,0.655581947743468,0.851377018043685,0.973228346456693,0.977848101265823,0.973101265822785,0.70353982300885,0.779411764705882,0.684636757928978,0.692144373673036,0.75462962962963,0.652924570912376,0.857273141814865,0.893536121673004,0.851417017193238
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104,12, low_bits_5, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.79545455 0.77272727 0.77428571 0.78857143 0.76571429],0.684887459807074,0.729903536977492,0.891414141414141,0.956271576524741,0.947548460661345,0.956670467502851,0.703030303030303,0.773333333333333,0.687908902691511,0.757225433526012,0.813664596273292,0.726832298136646,0.893123446561723,0.907407407407407,0.891414141414141
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,588,196,196,0.6,0.2,0.2, [0.77966102 0.77966102 0.80508475 0.89830508 0.73275862],0.801020408163265,0.806122448979592,0.868367346938775,0.916398713826366,0.969387755102041,0.91156462585034,0.818604651162791,0.814814814814815,0.799452861952862,0.822429906542056,0.814814814814815,0.80513468013468,0.877259752616556,0.903921568627451,0.866854401335002
ensemble_model_v2_N8_B96_E104_nb_zones_12_lab_svdne,8,96,104, zones, lab, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.94594595 0.93243243 0.93243243 0.94054054 0.92432432],0.802281368821293,0.79467680608365,0.929292929292929,0.966844919786096,0.977297297297297,0.966486486486486,0.81021897810219,0.888,0.80631884057971,0.808510638297872,0.826086956521739,0.79304347826087,0.930750206100577,0.9503367003367,0.929292929292929
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svd,26,87,113,6, low_bits_4_shifted_2, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.9047619  0.93373494 0.89759036 0.89156627 0.92168675],0.725631768953069,0.725631768953069,0.873015873015873,0.970660146699267,0.954326923076923,0.971153846153846,0.763975155279503,0.86013986013986,0.721114706189333,0.775147928994083,0.922535211267606,0.720526864893062,0.880920162381597,0.92867332382311,0.872365858991847
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svdn,40,30,70, zones, low_bits_2, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.57102273 0.625      0.61142857 0.6        0.60857143],0.646302250803859,0.57556270096463,0.841750841750842,0.923777019340159,0.925883694412771,0.923603192702394,0.640522875816993,0.616352201257862,0.646991890102615,0.56578947368421,0.56578947368421,0.575347567030785,0.841216216216216,0.838383838383838,0.841750841750842
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113,8, low_bits_3, svdn,1134,378,378,0.6,0.2,0.2, [0.59210526 0.59649123 0.57522124 0.57964602 0.60619469],0.555555555555556,0.544973544973545,0.582010582010582,0.625,0.661375661375661,0.603174603174603,0.58,0.620320855614973,0.556233726236806,0.580487804878049,0.597989949748744,0.542011734650908,0.606965174129353,0.640083945435467,0.581514758203326
svm_model_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102,12, low_bits_6, svdne,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.78571429 0.82471264 0.79022989 0.8591954  0.83333333],0.738170347003155,0.719242902208202,0.802188552188552,0.837336244541485,0.880597014925373,0.828932261768083,0.733118971061093,0.735483870967742,0.738112305854241,0.729483282674772,0.740740740740741,0.718757467144564,0.809870550161812,0.842592592592593,0.802188552188552
svm_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdne,32,34,66,12, low_bits_4_shifted_2, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.89166667 0.88611111 0.88333333 0.88888889 0.84357542],0.660899653979239,0.657439446366782,0.891414141414141,0.965281730221969,0.943270300333704,0.96607341490545,0.687898089171975,0.72,0.658561151079137,0.681672025723473,0.762589928057554,0.661294964028777,0.89168765743073,0.893939393939394,0.891414141414141
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113,6, low_bits_5, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.84065934 0.82417582 0.83333333 0.83333333 0.83333333],0.780730897009967,0.757475083056478,0.889774236387782,0.969832402234637,0.960176991150442,0.970132743362832,0.795031055900621,0.82051282051282,0.779221927497789,0.769716088328076,0.877697841726619,0.76600941469047,0.891786179921773,0.91566265060241,0.88997888788355
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113,6, low_bits_6, svd,1040,346,346,0.600461893764434,0.199769053117783,0.199769053117783, [0.94711538 0.90384615 0.91346154 0.89903846 0.94230769],0.809248554913295,0.791907514450867,0.908198614318707,0.979431929480901,0.961538461538462,0.979807692307692,0.802395209580838,0.807228915662651,0.809170013386881,0.804347826086956,0.787234042553192,0.792351198491786,0.907719094602438,0.894736842105263,0.908324132008343
svm_model_N8_B146_E154_nb_zones_4_lab_svd,8,146,154,4, lab, svd,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.92028986 0.89130435 0.84782609 0.91911765 0.88970588],0.868421052631579,0.87719298245614,0.898423817863397,0.9164265129683,0.927113702623907,0.915451895043732,0.881889763779528,0.949152542372881,0.865485362095532,0.888,0.902439024390244,0.875029036004646,0.903171953255426,0.926369863013699,0.897772745126921
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svd,40,30,70, zones, low_bits_5, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.93674699 0.93975904 0.9186747  0.9186747  0.9126506 ],0.522346368715084,0.527932960893855,0.85563973063973,0.998193859121012,0.998795180722892,0.998192771084338,0.560411311053985,0.615819209039548,0.523379217779443,0.569974554707379,0.61878453038674,0.526906389487156,0.859598853868195,0.883838383838384,0.85563973063973
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116,6, low_bits_3, svdn,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.62121212 0.58585859 0.56060606 0.62626263 0.54081633],0.620060790273556,0.565349544072948,0.809842041312272,0.954773869346734,0.961538461538462,0.954453441295547,0.629080118694362,0.634730538922156,0.619834405263547,0.60387811634349,0.626436781609195,0.561605487578791,0.815121086828116,0.826347305389221,0.809597820388815
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svd,32,84,116, zones, lab, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.96511628 0.96511628 0.98255814 0.95930233 0.95348837],0.905594405594406,0.902097902097902,0.958798882681564,0.995348837209302,0.995348837209302,0.995348837209302,0.905923344947735,0.860927152317881,0.908241353936718,0.908496732026144,0.885350318471338,0.903915469313188,0.959394356503785,0.944444444444444,0.959253922510407
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_svdne,32,34,66, zones, low_bits_4, svdne,1836,612,612,0.6,0.2,0.2, [0.81793478 0.80163043 0.79076087 0.81967213 0.81967213],0.737037037037037,0.714814814814815,0.890572390572391,0.938663745892661,0.933551198257081,0.938997821350762,0.778816199376947,0.954198473282443,0.743286287000934,0.765957446808511,0.906474820143885,0.708962600911637,0.894991922455574,0.932659932659933,0.890572390572391
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113,6, low_bits_4, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.76923077 0.75824176 0.81318681 0.78571429 0.81111111],0.629139072847682,0.649006622516556,0.82010582010582,0.940265486725664,0.936123348017621,0.940528634361234,0.68361581920904,0.82312925170068,0.63414527101163,0.695402298850575,0.801324503311258,0.649006622516556,0.830635118306351,0.886968085106383,0.820457726763718
ensemble_model_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152,6, lab, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.51136364 0.5        0.5        0.54545455 0.47701149],0.537671232876712,0.503424657534247,0.808481532147743,1,1,1,0.522968197879859,0.552238805970149,0.538777630833176,0.511784511784512,0.481012658227848,0.505431702248252,0.8079561042524,0.805745554035568,0.808481532147743
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108,10, low_bits_6, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.90131579 0.87828947 0.91776316 0.90728477 0.91390728],0.767441860465116,0.806976744186046,0.884259259259259,0.938748335552596,0.930079155672823,0.939313984168865,0.775784753363229,0.793577981651376,0.767072009693613,0.809195402298851,0.830188679245283,0.807296174485027,0.884599244649601,0.887205387205387,0.884259259259259
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.76694915 0.80932203 0.78205128 0.76923077 0.78205128],0.815856777493606,0.831202046035806,0.866564417177914,0.895850973751058,0.901192504258944,0.895229982964225,0.81151832460733,0.794871794871795,0.815803244374673,0.834170854271357,0.805825242718447,0.832642351088953,0.866904640489546,0.860323886639676,0.866628885468598
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116,6, low_bits_2, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.88235294 0.84117647 0.84705882 0.85294118 0.85882353],0.812720848056537,0.770318021201413,0.831920903954802,0.871794871794872,0.96,0.858823529411765,0.81786941580756,0.832167832167832,0.812512487512487,0.786885245901639,0.851063829787234,0.770602337428828,0.844647519582245,0.912552891396333,0.831806855882042
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108,10, low_bits_4, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.73129252 0.72108844 0.73469388 0.76190476 0.73972603],0.715859030837004,0.700440528634361,0.866161616161616,0.964067796610169,0.96866485013624,0.963896457765668,0.707482993197279,0.709090909090909,0.715656565656566,0.699115044247788,0.675213675213675,0.701243201243201,0.865709459459459,0.862794612794613,0.866161616161616
ensemble_model_N8_B146_E154_nb_zones_4_lab_svd,8,146,154,4, lab, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.83898305 0.90677966 0.84745763 0.87068966 0.85344828],0.846153846153846,0.856410256410256,0.887295081967213,0.916398713826367,0.972696245733788,0.911262798634812,0.854368932038835,0.897959183673469,0.84588680833158,0.866666666666667,0.875,0.855082417582417,0.89402697495183,0.937373737373737,0.886566286566286
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102,12, low_bits_2, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.8079096  0.77272727 0.85795455 0.81818182 0.8125    ],0.804560260586319,0.788273615635179,0.809343434343434,0.811277330264672,0.800227014755959,0.813847900113507,0.808917197452229,0.830065359477124,0.804643069348952,0.793650793650794,0.811688311688312,0.788197097020626,0.808618504435995,0.805555555555556,0.809343434343434
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104,12, low_bits_3, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.46285714 0.49142857 0.51714286 0.47714286 0.43965517],0.535031847133758,0.5,0.558922558922559,0.485141672425708,0.401601830663616,0.573798627002288,0.420634920634921,0.348684210526316,0.529280376868096,0.437275985663083,0.376543209876543,0.504061078622482,0.470171890798787,0.391414141414141,0.558922558922559
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svd,8,96,104, zones, low_bits_6, svd,1722,574,574,0.6,0.2,0.2, [0.87861272 0.86337209 0.86627907 0.85755814 0.85465116],0.703363914373089,0.773700305810397,0.886784511784512,0.942216981132076,0.927990708478513,0.943089430894309,0.701538461538461,0.695121951219512,0.703389196468652,0.75974025974026,0.717791411042945,0.773529851862936,0.884499785315586,0.867003367003367,0.886784511784512
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svd,26,87,113,6, low_bits_4_shifted_2, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.93333333 0.90555556 0.90555556 0.95       0.8988764 ],0.735785953177258,0.675585284280936,0.869652406417112,0.978482446206116,0.962138084632517,0.978841870824053,0.777464788732394,0.965034965034965,0.745337995337995,0.738544474393531,0.919463087248322,0.676398210290828,0.87880671224363,0.954116059379217,0.870435513133317
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_4_shifted_2_svdne,16,92,108, zones, low_bits_4_shifted_2, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.88053097 0.88053097 0.8539823  0.88053097 0.87168142],0.734042553191489,0.74468085106383,0.87672688629118,0.968085106382979,0.966371681415929,0.968141592920354,0.738219895287958,0.758064516129032,0.734295415959253,0.764705882352941,0.825396825396825,0.74424921483745,0.879040667361835,0.896808510638298,0.876748204363735
ensemble_model_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108,10, lab, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.94904459 0.93910256 0.92948718 0.93269231 0.94871795],0.85995085995086,0.872235872235872,0.93013468013468,0.962671905697446,0.941101152368758,0.963508322663252,0.868360277136259,0.974093264248705,0.865551305021548,0.890295358649789,0.985981308411215,0.86604764902426,0.931799506984388,0.954545454545455,0.93013468013468
ensemble_model_v2_N16_B92_E108_nb_zones_8_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,1182,394,394,0.6,0.2,0.2, [0.81932773 0.86864407 0.80084746 0.86016949 0.80508475],0.743654822335025,0.700507614213198,0.858883248730964,0.94909404659189,0.930626057529611,0.950084602368866,0.762352941176471,0.805970149253731,0.742363312968835,0.725581395348837,0.776119402985075,0.698940530508081,0.861966236345581,0.874118831822759,0.858758494724072
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108,10, low_bits_2, svdn,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.48239437 0.5528169  0.5        0.5        0.4787234 ],0.545647558386412,0.530785562632696,0.600169779286927,0.54853072128228,0.435643564356436,0.641442715700141,0.415300546448087,0.315352697095436,0.551154609417283,0.401084010840108,0.32034632034632,0.526839826839827,0.493003229278794,0.388464800678541,0.600349647578013
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116,4, low_bits_4, svd,624,208,208,0.6,0.2,0.2, [0.87301587 0.9047619  0.87903226 0.85483871 0.87903226],0.600961538461538,0.548076923076923,0.829807692307692,1,1,1,0.649789029535865,0.802083333333333,0.615327380952381,0.62992125984252,0.754716981132076,0.544025157232704,0.841255605381166,0.912451361867704,0.830750395762749
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svd,8,146,154, zones, lab, svd,660,220,220,0.6,0.2,0.2, [0.84848485 0.89393939 0.93939394 0.88636364 0.84848485],0.840909090909091,0.868181818181818,0.909090909090909,0.946745562130178,0.96969696969697,0.945454545454546,0.8582995951417,0.883333333333333,0.836666666666667,0.858536585365854,0.862745098039216,0.86781322698571,0.911347517730497,0.931159420289855,0.909010367079234
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.89411765 0.91764706 0.91176471 0.88235294 0.91666667],0.801418439716312,0.74822695035461,0.886685552407932,0.960479041916168,0.945754716981132,0.961084905660377,0.801418439716312,0.849624060150376,0.804006660947671,0.757679180887372,0.76551724137931,0.74772212433929,0.886524822695036,0.89031339031339,0.886705990931343
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70,12, low_bits_3, svdne,1752,584,584,0.6,0.2,0.2, [0.83522727 0.80571429 0.83714286 0.87142857 0.8       ],0.878205128205128,0.836538461538462,0.866582491582492,0.875409836065574,0.914383561643836,0.86986301369863,0.879746835443038,0.914473684210526,0.879111842105263,0.8486646884273,0.89375,0.835032894736842,0.87233185662505,0.911616161616161,0.866582491582492
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,918,306,306,0.6,0.2,0.2, [0.8423913  0.85869565 0.875      0.89673913 0.87912088],0.683006535947712,0.689542483660131,0.866013071895425,0.985698569856985,0.9760348583878,0.985838779956427,0.70516717325228,0.8,0.688819875776397,0.73972602739726,0.813253012048193,0.678055077452668,0.87211478477854,0.907792207792208,0.865738209159262
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108,10, low_bits_3, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.47278912 0.48639456 0.46258503 0.42123288 0.5       ],0.531868131868132,0.553846153846154,0.824915824915825,1,1,1,0.517006802721089,0.511210762331839,0.531467450131437,0.559652928416486,0.556034482758621,0.553801994742539,0.824324324324324,0.821548821548821,0.824915824915825
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svd,8,96,104, zones, low_bits_4_shifted_2, svd,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.7994186  0.77034884 0.81686047 0.81686047 0.79360465],0.856707317073171,0.829268292682927,0.898148148148148,0.918187168922896,0.906976744186046,0.919186046511628,0.845901639344262,0.772455089820359,0.858277234351173,0.804195804195804,0.714285714285714,0.827202737382378,0.894323144104803,0.861952861952862,0.898148148148148
ensemble_model_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113,8, lab, svdn,1236,412,412,0.6,0.2,0.2, [0.68548387 0.66935484 0.65725806 0.70325203 0.65853659],0.645631067961165,0.616504854368932,0.787378640776699,0.894819466248038,0.922330097087379,0.891585760517799,0.679824561403509,0.695067264573991,0.641184425937789,0.620192307692308,0.678947368421053,0.621005215742058,0.795899347623486,0.828322017458778,0.787338851294987
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svdn,4,148,152, zones, lab, svdn,852,284,284,0.6,0.2,0.2, [0.49418605 0.49411765 0.5        0.5        0.51764706],0.514084507042254,0.5,0.800704225352113,0.99647473560517,0.995305164319249,0.996478873239437,0.517482517482518,0.532374100719424,0.514462912428678,0.513698630136986,0.510204081632653,0.499627588261582,0.801959412176347,0.804775280898876,0.800692725195201
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102,12, low_bits_4, svd,1704,568,568,0.6,0.2,0.2, [0.71637427 0.71345029 0.72058824 0.63823529 0.70294118],0.75,0.738095238095238,0.808501683501683,0.839113132461626,0.866197183098591,0.833920187793427,0.752941176470588,0.735632183908046,0.750532141336739,0.733333333333333,0.746913580246914,0.738399318859089,0.812680115273775,0.830808080808081,0.808501683501684
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104,12, low_bits_2, svdn,1704,568,568,0.6,0.2,0.2, [0.52631579 0.51754386 0.52647059 0.47647059 0.46470588],0.461309523809524,0.523809523809524,0.856481481481482,1,1,1,0.449848024316109,0.440476190476191,0.461309523809524,0.526627218934911,0.529761904761905,0.523809523809524,0.856178827498946,0.854377104377104,0.856481481481481
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdne,4,98,102,12, low_bits_4_shifted_2, svdne,1704,568,568,0.6,0.2,0.2, [0.77192982 0.77192982 0.77647059 0.78823529 0.75882353],0.791666666666667,0.755952380952381,0.785774410774411,0.788882318154938,0.782863849765258,0.790492957746479,0.789156626506024,0.789156626506024,0.791637136782424,0.751515151515152,0.729411764705882,0.756272147413182,0.7836804079898,0.776094276094276,0.785774410774411
svm_model_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102,12, low_bits_5, svdne,1812,604,604,0.6,0.2,0.2, [0.78021978 0.77071823 0.79558011 0.72375691 0.77900552],0.595744680851064,0.631205673758865,0.748737373737374,0.809834420471651,0.890728476821192,0.79083885209713,0.668604651162791,0.839416058394161,0.602466649886735,0.706214689265537,0.862068965517241,0.624465139692927,0.778149386845039,0.881313131313131,0.748737373737374
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.79120879 0.74175824 0.8021978  0.77472527 0.85555556],0.652317880794702,0.642384105960265,0.829365079365079,0.950276243093922,0.947136563876652,0.950440528634361,0.69208211143695,0.776315789473684,0.651491228070175,0.6625,0.796992481203007,0.658851270187303,0.835249042145594,0.884979702300406,0.830588169390824
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116,6, low_bits_2, svd,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.79375 0.79375 0.80625 0.83125 0.8    ],0.81203007518797,0.793233082706767,0.901651651651652,0.967980295566503,0.9825,0.9675,0.813432835820895,0.751724137931034,0.818010829296096,0.755555555555556,0.702479338842975,0.785722428042177,0.899616858237548,0.881381381381381,0.901651651651652
svm_model_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154,4, lab, svdn,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.5        0.51886792 0.56603774 0.45283019 0.52830189],0.511363636363636,0.488636363636364,0.673469387755102,0.78544061302682,0.773584905660377,0.788679245283019,0.522222222222222,0.494736842105263,0.512800519818064,0.53125,0.53125,0.484375,0.677852348993288,0.664473684210526,0.673786137879911
svm_model_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116,6, lab, svdn,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.66483516 0.64835165 0.69230769 0.60989011 0.72777778],0.665562913907285,0.695364238410596,0.689153439153439,0.731848983543078,0.832599118942731,0.694933920704846,0.700296735905045,0.781456953642384,0.665562913907285,0.714285714285714,0.793103448275862,0.699099494838568,0.722222222222222,0.814666666666667,0.690141732283465
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116,4, low_bits_4, svd,588,196,196,0.6,0.2,0.2, [0.83898305 0.88135593 0.88135593 0.88135593 0.93965517],0.704081632653061,0.607142857142857,0.831632653061224,0.949832775919732,0.965986394557823,0.948979591836735,0.752136752136752,0.854368932038835,0.696001670320493,0.63849765258216,0.8,0.62972972972973,0.842105263157895,0.912863070539419,0.832937559366095
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,876,292,292,0.6,0.2,0.2, [0.54545455 0.56818182 0.57954545 0.54022989 0.5862069 ],0.602739726027397,0.606164383561644,0.832191780821918,0.984090909090909,0.988584474885845,0.984018264840183,0.610738255033557,0.627586206896552,0.602908749706779,0.612794612794613,0.614864864864865,0.606043543543543,0.833898305084746,0.841313269493844,0.832179268491778
svm_model_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152,6, lab, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.88690476 0.88690476 0.875      0.88690476 0.90361446],0.867383512544803,0.85663082437276,0.876790830945559,0.894795127353267,0.964200477326969,0.886634844868735,0.883280757097792,0.96551724137931,0.863355635615028,0.868421052631579,0.929577464788732,0.855299681299476,0.887139107611548,0.957507082152974,0.875854990351849
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svd,26,87,113, zones, low_bits_4_shifted_2, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.90860215 0.94086022 0.93010753 0.96195652 0.92934783],0.733766233766234,0.704545454545455,0.881971465629053,0.990249187432286,0.987041036717063,0.990280777537797,0.758823529411765,0.883561643835616,0.741163537967191,0.745098039215686,0.869281045751634,0.705608264811301,0.887654320987654,0.943569553805774,0.882682212800323
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdn,40,30,70,12, low_bits_4_shifted_2, svdn,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.62566845 0.67647059 0.68716578 0.6684492  0.59946237],0.496062992125984,0.507874015748032,0.786195286195286,0.862829478214094,0.858672376873662,0.863490364025696,0.503875968992248,0.5078125,0.495969742063492,0.493927125506073,0.484126984126984,0.507688492063492,0.785109983079526,0.781144781144781,0.786195286195286
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113,8, low_bits_3, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.50446429 0.57657658 0.5045045  0.48648649 0.52252252],0.537837837837838,0.540540540540541,0.815874730021598,1,1,1,0.515580736543909,0.497267759562841,0.537403933257357,0.508670520231214,0.483516483516483,0.539630582183774,0.811706239646604,0.798045602605863,0.815778977457604
ensemble_model_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154,4, lab, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.44915254 0.44915254 0.50847458 0.36206897 0.51724138],0.538461538461538,0.502564102564103,0.808401639344262,1,1,1,0.521276595744681,0.521276595744681,0.537866020644618,0.517412935323383,0.565217391304348,0.50590966652596,0.808205128205128,0.822546972860125,0.808657792265073
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102,12, low_bits_6, svdne,1824,608,608,0.6,0.2,0.2, [0.83606557 0.80601093 0.8021978  0.81318681 0.81318681],0.728260869565217,0.735507246376812,0.882154882154882,0.92723263506064,0.922149122807017,0.927631578947368,0.755700325732899,0.859259259259259,0.731048069345942,0.762214983713355,0.829787234042553,0.733412135539795,0.884678747940692,0.904040404040404,0.882154882154882
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104,12, low_bits_4, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.69273743 0.74860335 0.73314607 0.71910112 0.74157303],0.712837837837838,0.736486486486487,0.803451178451178,0.837259100642398,0.876681614349776,0.829596412556054,0.67680608365019,0.631205673758865,0.709151223976207,0.731034482758621,0.683870967741935,0.739098604438344,0.807104502271788,0.822390572390572,0.803451178451178
svm_model_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66,12, low_bits_5, svdne,1818,606,606,0.6,0.2,0.2, [0.87912088 0.89285714 0.86813187 0.86813187 0.87569061],0.598566308243728,0.623655913978495,0.856481481481482,0.930337078651685,0.910891089108911,0.931793179317932,0.654320987654321,0.809160305343511,0.610661233752837,0.674922600619195,0.736486486486487,0.616334846296678,0.859497321796456,0.877946127946128,0.856481481481481
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svd,8,96,104, zones, low_bits_5, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.78448276 0.78735632 0.77011494 0.78448276 0.76878613],0.711598746081505,0.717868338557994,0.876683501683502,0.936607652769846,0.94361334867664,0.936133486766398,0.717791411042945,0.769736842105263,0.714209738417901,0.736842105263158,0.754491017964072,0.71606129845572,0.878875568416701,0.894781144781145,0.876683501683502
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.76153846 0.83076923 0.84615385 0.859375   0.859375  ],0.637209302325581,0.595348837209302,0.816914498141264,0.950617283950617,0.953560371517028,0.95046439628483,0.675,0.835051546391753,0.654813908789097,0.602739726027397,0.741573033707865,0.616818262885679,0.822041553748871,0.893909626719057,0.820852520590569
ensemble_model_v2_N16_B92_E108_nb_zones_10_lab_svdne,16,92,108, zones, lab, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.93288591 0.92281879 0.95973154 0.9261745  0.93624161],0.914221218961625,0.914221218961625,0.950757575757576,0.972203389830508,0.96241610738255,0.97248322147651,0.920502092050209,0.944206008583691,0.912579194768036,0.911214953271028,0.928571428571429,0.914929491109749,0.950860982780344,0.952861952861953,0.950757575757576
ensemble_model_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152,6, lab, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.82608696 0.81521739 0.88043478 0.89010989 0.87362637],0.868852459016393,0.891803278688525,0.886631716906946,0.896049896049896,0.941048034934498,0.890829694323144,0.875,0.909090909090909,0.868452739313666,0.892508143322475,0.944827586206896,0.894288793103448,0.891126494650724,0.935270805812417,0.887011215650032
svm_model_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116,6, low_bits_3, svdne,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.8     0.7875  0.81875 0.79375 0.8125 ],0.639097744360902,0.68796992481203,0.75,0.826576576576577,0.9175,0.8075,0.705521472392638,0.942622950819672,0.662283697632058,0.7621776504298,0.992537313432836,0.685662596110357,0.786948176583493,0.9375,0.752773668639053
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113,6, low_bits_6, svdn,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.57446809 0.59574468 0.53723404 0.58510638 0.53191489],0.476038338658147,0.523961661341853,0.800127713920817,1,1,1,0.438356164383562,0.450704225352113,0.473890124371963,0.526984126984127,0.515527950310559,0.524211343576332,0.797672915319974,0.798188874514877,0.800103264495774
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108,10, low_bits_6, svd,1536,512,512,0.6,0.2,0.2, [0.87012987 0.8961039  0.8538961  0.88888889 0.90196078],0.785714285714286,0.752380952380952,0.88047138047138,0.94,0.91796875,0.94140625,0.782608695652174,0.798029556650246,0.786111552518671,0.751196172248804,0.723502304147465,0.753376767837279,0.878216123499142,0.861952861952862,0.88047138047138
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113,8, low_bits_2, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.52586207 0.51724138 0.45689655 0.47391304 0.46521739],0.52987012987013,0.524675324675325,0.539979231568017,0.525454545454546,0.5,0.548442906574394,0.498614958448753,0.466321243523316,0.530035621761658,0.49025069637883,0.431372549019608,0.530603401581627,0.513186813186813,0.478974358974359,0.540749009140176
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70,12, low_bits_6, svdn,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.70555556 0.69444444 0.70833333 0.65921788 0.68435754],0.568965517241379,0.603448275862069,0.816498316498316,0.892307692307692,0.904231625835189,0.89086859688196,0.59546925566343,0.582278481012658,0.567654392021481,0.555984555984556,0.545454545454545,0.59867663981588,0.817420435510888,0.821548821548821,0.816498316498316
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113,6, low_bits_5, svdn,1010,336,336,0.600475624256837,0.199762187871581,0.199762187871581, [0.67821782 0.60891089 0.55940594 0.63366337 0.61881188],0.550595238095238,0.544642857142857,0.59512485136742,0.695722356739306,0.853465346534653,0.626732673267327,0.671023965141612,0.905882352941176,0.546314670446492,0.653061224489796,0.832369942196532,0.535816872938757,0.681626928471248,0.859669811320755,0.592904450024886
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116,4, low_bits_4, svdn,450,150,150,0.6,0.2,0.2, [0.45555556 0.48888889 0.54444444 0.63333333 0.54444444],0.42,0.5,0.622666666666667,0.744186046511628,0.782222222222222,0.731111111111111,0.408163265306122,0.4,0.42,0.475524475524476,0.485714285714286,0.499107142857143,0.629095674967235,0.648648648648649,0.62300853485064
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,966,322,322,0.6,0.2,0.2, [0.84536082 0.82989691 0.82474227 0.74479167 0.765625  ],0.736024844720497,0.729813664596273,0.850931677018634,0.930470347648262,0.942028985507246,0.929606625258799,0.715719063545151,0.690322580645161,0.734382847208808,0.714754098360656,0.652694610778443,0.732798918292447,0.848293299620733,0.833540372670807,0.850931677018634
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svdn,8,146,154, zones, lab, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.47692308 0.43076923 0.53846154 0.5078125  0.4765625 ],0.483720930232558,0.516279069767442,0.79182156133829,0.985959438377535,0.978328173374613,0.986068111455108,0.4,0.406593406593407,0.473457993619284,0.504761904761905,0.5,0.51605504587156,0.783783783783784,0.780769230769231,0.791463752075263
ensemble_model_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116,6, lab, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.65517241 0.69767442 0.69186047 0.63372093 0.6744186 ],0.662020905923345,0.693379790940767,0.864206128133705,0.988452655889146,0.993039443155452,0.988399071925754,0.715542521994135,0.865248226950354,0.665500825803944,0.730061349693252,0.881481481481482,0.703898635477583,0.87279843444227,0.946251768033946,0.865444128187069
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svd,4,98,102, zones, low_bits_3, svd,1758,586,586,0.6,0.2,0.2, [0.84090909 0.80113636 0.78693182 0.80113636 0.8       ],0.828478964401294,0.796116504854369,0.851010101010101,0.865536723163842,0.871444823663254,0.864618885096701,0.820338983050847,0.775641025641026,0.828996983408748,0.774193548387097,0.705882352941176,0.795248868778281,0.848976109215017,0.837542087542088,0.851010101010101
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.72789116 0.76027397 0.72945205 0.77739726 0.69178082],0.678336980306346,0.704595185995624,0.818602693602693,0.899798251513113,0.915184678522572,0.898084815321477,0.671140939597315,0.675675675675676,0.678263369752732,0.707158351409978,0.693617021276596,0.704916618746406,0.820041753653445,0.826599326599327,0.818602693602693
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svd,16,92,108,10, low_bits_4_shifted_2, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.88013699 0.83561644 0.82068966 0.84137931 0.83448276],0.770065075921909,0.767895878524946,0.866582491582492,0.927877947295423,0.920220082530949,0.928473177441541,0.775423728813559,0.813333333333333,0.771073446327684,0.781186094069529,0.809322033898305,0.766883239171375,0.868081564710778,0.877946127946128,0.866582491582492
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108,10, low_bits_5, svd,1482,494,494,0.6,0.2,0.2, [0.80872483 0.86148649 0.83783784 0.8277027  0.85810811],0.646532438478747,0.659955257270693,0.861531986531987,0.987153482082488,0.985155195681511,0.987179487179487,0.687747035573122,0.773333333333333,0.645675675675676,0.694779116465863,0.779279279279279,0.660750750750751,0.867498993153443,0.906565656565657,0.861531986531987
ensemble_model_v2_N4_B148_E152_nb_zones_6_lab_svdne,4,148,152, zones, lab, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.8597561  0.90123457 0.86419753 0.85185185 0.82716049],0.859259259259259,0.82962962962963,0.900887573964497,0.939903846153846,0.963054187192118,0.938423645320197,0.844262295081967,0.830645161290323,0.85710340256297,0.828358208955224,0.798561151079137,0.830578285463232,0.900297619047619,0.904334828101644,0.900922904533985
svm_model_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66,12, low_bits_6, svdne,1668,556,556,0.6,0.2,0.2, [0.8742515  0.8502994  0.86227545 0.83832335 0.84939759],0.629943502824859,0.576271186440678,0.87962962962963,0.997011356843993,1,0.997002398081535,0.725366876310273,0.93010752688172,0.613863287250384,0.678111587982833,0.94047619047619,0.59389400921659,0.890672782874618,0.98063973063973,0.87962962962963
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdn,26,87,113,6, low_bits_4_shifted_2, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.52941176 0.55882353 0.57647059 0.52352941 0.54117647],0.515901060070671,0.512367491166078,0.53954802259887,0.664888888888889,0.88,0.556470588235294,0.645994832041344,0.868055555555556,0.509567346123102,0.638743455497382,0.853146853146853,0.508716283716284,0.655755015839493,0.872191011235955,0.537658005617978
svm_model_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154,4, lab, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.85245902 0.86885246 0.8442623  0.81967213 0.875     ],0.821782178217822,0.876237623762376,0.849802371541502,0.860643185298622,0.924342105263158,0.850328947368421,0.843478260869565,0.941747572815534,0.819358634892616,0.88479262672811,0.979591836734694,0.879218995290424,0.861818181818182,0.938613861386139,0.849977542132911
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113,8, low_bits_4, svd,1236,412,412,0.6,0.2,0.2, [0.78225806 0.77419355 0.76612903 0.80894309 0.76422764],0.689320388349515,0.701456310679612,0.78252427184466,0.84074373484236,0.841423948220065,0.840614886731392,0.686274509803922,0.689655172413793,0.689325193862399,0.703614457831325,0.715686274509804,0.701593137254902,0.78252427184466,0.786341463414634,0.782542712383646
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svdn,26,87,113, zones, lab, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.64344262 0.61885246 0.6322314  0.63636364 0.73553719],0.606435643564356,0.581683168316832,0.780909990108803,0.907778668805132,0.932454695222405,0.905271828665568,0.627634660421546,0.687179487179487,0.609139982824193,0.623608017817372,0.648148148148148,0.576733648542159,0.791333019312294,0.825147347740668,0.780601562316549
ensemble_model_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154,4, lab, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.87288136 0.89830508 0.83050847 0.86206897 0.85344828],0.835897435897436,0.835897435897436,0.873975409836066,0.903752039151713,0.945392491467577,0.899317406143345,0.818181818181818,0.837209302325581,0.836035843823341,0.841584158415842,0.876288659793814,0.836103513570377,0.875882946518668,0.911764705882353,0.874882352941176
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116,4, low_bits_4, svdn,642,214,214,0.6,0.2,0.2, [0.53846154 0.6171875  0.6015625  0.5546875  0.6328125 ],0.607476635514019,0.58411214953271,0.838317757009346,1,1,1,0.611111111111111,0.616822429906542,0.607476635514019,0.597285067873303,0.66,0.588771929824561,0.839666357738647,0.857954545454545,0.838571368668232
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116,6, low_bits_3, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.8622449  0.8622449  0.80412371 0.87628866 0.84536082],0.765432098765432,0.82716049382716,0.855733662145499,0.899408284023668,0.936344969199178,0.895277207392197,0.76969696969697,0.808917197452229,0.766734047827911,0.845303867403315,0.884393063583815,0.822991233778662,0.862837045720985,0.900856793145655,0.855397340672206
svm_model_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70,12, low_bits_2, svdne,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.80617978 0.85955056 0.82865169 0.82303371 0.83333333],0.79933110367893,0.822742474916388,0.82996632996633,0.841589548176374,0.869516310461192,0.836332958380202,0.821428571428571,0.873417721518987,0.794864889128288,0.821548821548821,0.865248226950354,0.825029176766317,0.836437246963563,0.869528619528619,0.82996632996633
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108,10, low_bits_2, svdn,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.4929078  0.4822695  0.53546099 0.5248227  0.45357143],0.515991471215352,0.518123667377399,0.80690537084399,1,1,1,0.535787321063395,0.526104417670683,0.515324936108069,0.490990990990991,0.488789237668162,0.516752342411317,0.80649295173003,0.802721088435374,0.806916099773243
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113,6, low_bits_6, svdn,858,286,286,0.6,0.2,0.2, [0.5755814  0.56395349 0.54069767 0.56976744 0.65294118],0.451048951048951,0.454545454545455,0.772727272727273,0.985948477751756,0.981351981351981,0.986013986013986,0.534124629080119,0.681818181818182,0.467532467532467,0.549132947976879,0.641891891891892,0.447757540148845,0.788549121665582,0.854724964739069,0.773409639096303
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,1380,460,460,0.6,0.2,0.2, [0.51086957 0.5        0.42028986 0.5        0.49637681],0.480434782608696,0.491304347826087,0.792608695652174,0.997105643994211,0.998550724637681,0.997101449275362,0.462921348314607,0.481308411214953,0.48049160398146,0.475336322869955,0.436213991769547,0.494604691737308,0.790145182578091,0.782911944202267,0.792583465596363
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdne,32,34,66,12, low_bits_4_shifted_2, svdne,1824,608,608,0.6,0.2,0.2, [0.91803279 0.90163934 0.88736264 0.91483516 0.91483516],0.572463768115942,0.518115942028985,0.887626262626263,0.991189427312775,0.986842105263158,0.991228070175439,0.660919540229885,0.821428571428571,0.568802521008403,0.614492753623188,0.779411764705882,0.521848739495798,0.893583100836987,0.943602693602693,0.887626262626263
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113,6, low_bits_5, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.54651163 0.56395349 0.65116279 0.54117647 0.58823529],0.540350877192982,0.585964912280702,0.821178120617111,0.992941176470588,0.985981308411215,0.992990654205608,0.601823708206687,0.707142857142857,0.543226600985222,0.654970760233918,0.783216783216783,0.585270363439378,0.832347140039448,0.890295358649789,0.821371455548671
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svdn,40,30,70, zones, lab, svdn,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.89835165 0.88736264 0.87912088 0.89226519 0.85911602],0.7,0.582142857142857,0.891835016835017,0.969989281886388,0.996696035242291,0.969162995594714,0.76271186440678,0.859872611464968,0.677903785407281,0.626198083067093,0.796747967479675,0.605380353166589,0.898539281484406,0.957912457912458,0.891835016835017
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdne,4,98,102,12, low_bits_4_shifted_2, svdne,1872,624,624,0.6,0.2,0.2, [0.80319149 0.79679144 0.78342246 0.79144385 0.80481283],0.753968253968254,0.80952380952381,0.889309764309764,0.917073170731707,0.903846153846154,0.918269230769231,0.76865671641791,0.844262295081967,0.756746532156368,0.824817518248175,0.869230769230769,0.807566204287516,0.889819857561793,0.893939393939394,0.889309764309764
ensemble_model_v2_N8_B146_E154_nb_zones_4_lab_svdne,8,146,154, zones, lab, svdne,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.91304348 0.88235294 0.86764706 0.89705882 0.83823529],0.841409691629956,0.854625550660793,0.89612676056338,0.926536731634183,0.906158357771261,0.928152492668622,0.842105263157895,0.842105263157895,0.841406613879832,0.859574468085106,0.901785714285714,0.855240683229814,0.895575221238938,0.892416225749559,0.896120239412565
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102,12, low_bits_5, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.72222222 0.73611111 0.74722222 0.71666667 0.70111732],0.692041522491349,0.695501730103806,0.878787878787879,0.938572219147759,0.943270300333704,0.938264738598443,0.715654952076677,0.756756756756757,0.690435115967031,0.712418300653595,0.773049645390071,0.697335633505846,0.881286067600989,0.89983164983165,0.878787878787879
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svdn,32,84,116, zones, lab, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.67241379 0.65116279 0.66860465 0.65697674 0.6744186 ],0.668989547038328,0.696864111498258,0.857242339832869,0.973654066437572,0.986078886310905,0.973317865429234,0.682274247491639,0.662337662337662,0.669514695830485,0.710963455149502,0.708609271523179,0.696216400467472,0.860828241683639,0.861413043478261,0.857135093167702
svm_model_N4_B148_E152_nb_zones_8_lab_svd,4,148,152,8, lab, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.87280702 0.91666667 0.87719298 0.91150442 0.86725664],0.788359788359788,0.846560846560847,0.861522198731501,0.895622895622896,0.936619718309859,0.890845070422535,0.805825242718447,0.927374301675978,0.795345442295275,0.861244019138756,0.978260869565217,0.84995517705065,0.870168483647175,0.943071965628357,0.862795087913034
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116,6, low_bits_2, svdn,870,290,290,0.6,0.2,0.2, [0.52873563 0.54022989 0.55747126 0.52873563 0.45977011],0.5,0.510344827586207,0.611034482758621,0.689809630459127,0.708045977011494,0.681609195402299,0.480286738351255,0.468531468531469,0.499571856714714,0.523489932885906,0.541666666666667,0.510559360730594,0.616326530612245,0.627423822714681,0.611102021247451
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104,12, low_bits_3, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.50574713 0.51436782 0.49137931 0.50287356 0.53468208],0.476489028213166,0.5141065830721,0.864478114478115,1,1,1,0.473186119873817,0.471698113207547,0.476474056603774,0.525993883792049,0.5375,0.514033018867925,0.864819479429051,0.867003367003367,0.864478114478114
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.59677419 0.54471545 0.54878049 0.50813008 0.5       ],0.560975609756098,0.548780487804878,0.801169590643275,0.965125709651257,0.965909090909091,0.965097402597403,0.589041095890411,0.591743119266055,0.558892392966361,0.545454545454546,0.590425531914894,0.551969522714204,0.803657362848893,0.817025440313111,0.801231166758497
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_6_svdne,4,98,102, zones, low_bits_6, svdne,1764,588,588,0.6,0.2,0.2, [0.84180791 0.78531073 0.80113636 0.81818182 0.84375   ],0.709150326797386,0.69281045751634,0.874158249158249,0.933025404157044,0.91609977324263,0.934240362811791,0.744985673352436,0.828025477707006,0.705959047578335,0.720238095238095,0.812080536912752,0.695849185653828,0.876292925113777,0.891414141414141,0.874158249158249
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,684,228,228,0.6,0.2,0.2, [0.47826087 0.58695652 0.49264706 0.5        0.52205882],0.557017543859649,0.552631578947368,0.807894736842105,0.976608187134503,0.976608187134503,0.976608187134503,0.597609561752988,0.635593220338983,0.554160246533128,0.588709677419355,0.634782608695652,0.551904578684109,0.814877430262046,0.838260869565217,0.807626010003848
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.76373626 0.77472527 0.86813187 0.78571429 0.84444444],0.791390728476821,0.76158940397351,0.871693121693122,0.936490850376749,0.958149779735683,0.935022026431718,0.811940298507463,0.86624203821656,0.788293432901384,0.756756756756757,0.82962962962963,0.768108227988468,0.875641025641026,0.915549597855228,0.872265660546413
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdn,26,87,113,6, low_bits_4_shifted_2, svdn,954,318,318,0.6,0.2,0.2, [0.453125   0.52083333 0.51578947 0.55789474 0.54210526],0.477987421383648,0.452830188679245,0.786163522012579,1,1,1,0.541436464088398,0.601226993865031,0.474807045319612,0.51123595505618,0.56875,0.452096518987342,0.796650717703349,0.8325,0.785870253164557
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104,12, low_bits_6, svdn,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.5027027  0.51081081 0.55945946 0.57336957 0.51086957],0.467924528301887,0.49811320754717,0.683922558922559,0.730050933786078,0.698808234019502,0.74160346695558,0.442687747035573,0.417910447761194,0.468497208613421,0.486486486486487,0.480916030534351,0.49792070183434,0.670469504168495,0.643097643097643,0.683922558922559
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_3_svdne,40,30,70, zones, low_bits_3, svdne,1782,594,594,0.6,0.2,0.2, [0.86871508 0.84831461 0.87359551 0.84269663 0.86797753],0.760942760942761,0.777777777777778,0.877525252525252,0.913966480446927,0.918069584736251,0.91358024691358,0.780185758513932,0.887323943661972,0.766242616992276,0.810344827586207,0.909677419354839,0.771740118128124,0.881755383990248,0.913299663299663,0.877525252525252
svm_model_N8_B146_E154_nb_zones_6_lab_svd,8,146,154,6, lab, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.89444444 0.92222222 0.88888889 0.91011236 0.88202247],0.832214765100671,0.848993288590604,0.896782841823056,0.935093509350935,0.948660714285714,0.934151785714286,0.847560975609756,0.908496732026144,0.830110434978589,0.843205574912892,0.916666666666667,0.855923694779116,0.898950131233596,0.934515688949522,0.897429122472126
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svd,16,92,108,10, low_bits_4_shifted_2, svd,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.85971223 0.88405797 0.87318841 0.89492754 0.87318841],0.754347826086956,0.710869565217391,0.877932232841008,0.974729241877256,0.97684515195369,0.974674384949349,0.772635814889336,0.838427947598253,0.754711809296962,0.73558648111332,0.814977973568282,0.712210016827059,0.882180293501048,0.917175239755885,0.878068139358462
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svdn,40,30,70, zones, low_bits_4, svdn,1794,598,598,0.6,0.2,0.2, [0.66111111 0.65833333 0.67877095 0.69273743 0.65083799],0.563573883161512,0.642611683848797,0.83543771043771,0.911209766925638,0.915273132664437,0.910813823857302,0.557491289198606,0.551724137931034,0.56353330184223,0.653333333333333,0.671232876712329,0.642512990080302,0.836333193804939,0.840909090909091,0.83543771043771
svm_model_N16_B92_E108_nb_zones_12_lab_svd,16,92,108,12, lab, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.92774566 0.91907514 0.93063584 0.92732558 0.94767442],0.898461538461538,0.876923076923077,0.936026936026936,0.953774136922177,0.944380069524913,0.95422943221321,0.889632107023411,0.886666666666667,0.897619047619047,0.886363636363636,0.891428571428571,0.875714285714286,0.935593220338983,0.929292929292929,0.936026936026936
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svd,4,98,102, zones, low_bits_4, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.73756906 0.71546961 0.69444444 0.72222222 0.72222222],0.674825174825175,0.660839160839161,0.819444444444444,0.867443150305047,0.866962305986696,0.867516629711752,0.693069306930693,0.724137931034483,0.674125703105894,0.671186440677966,0.702127659574468,0.661408657373441,0.821324448146606,0.82996632996633,0.819444444444444
svm_model_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116,6, lab, svdne,894,298,298,0.6,0.2,0.2, [0.95       0.96666667 0.9494382  0.97752809 0.96067416],0.885906040268456,0.855704697986577,0.938926174496644,0.984234234234234,0.977628635346756,0.984340044742729,0.896969696969697,0.967320261437908,0.883660130718954,0.865203761755486,0.992805755395684,0.864327405999729,0.940793754066363,0.978349120433018,0.939241138112647
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108,10, low_bits_5, svd,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [0.84172662 0.85251799 0.82971014 0.86231884 0.83695652],0.670281995661605,0.668112798264642,0.861231569817866,0.989043097151205,0.978323699421965,0.989161849710982,0.703125,0.746887966804979,0.666625801584308,0.680584551148225,0.730941704035874,0.670092700757433,0.864406779661017,0.882352941176471,0.861176470588235
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.91935484 0.92580645 0.91935484 0.89935065 0.91558442],0.696385542168675,0.71566265060241,0.873316498316498,0.962176509621765,0.937904269081501,0.963130659767141,0.734177215189873,0.805555555555556,0.691722501395868,0.728110599078341,0.793969849246231,0.718744183882375,0.87536231884058,0.88973063973064,0.873316498316498
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdn,8,96,104,12, low_bits_4_shifted_2, svdn,1794,598,598,0.6,0.2,0.2, [0.50833333 0.49722222 0.46927374 0.47206704 0.51117318],0.467353951890034,0.487972508591065,0.523569023569024,0.459530026109661,0.392419175027871,0.538461538461538,0.362139917695473,0.291390728476821,0.474266792809839,0.391836734693877,0.342857142857143,0.482686849574267,0.43960396039604,0.373737373737374,0.523569023569024
svm_model_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113,8, lab, svdne,1326,442,442,0.6,0.2,0.2, [0.91729323 0.90601504 0.93984962 0.93181818 0.93181818],0.923076923076923,0.934389140271493,0.947963800904977,0.96030534351145,0.948717948717949,0.96078431372549,0.920560747663551,0.938095238095238,0.923788998357964,0.938428874734607,0.973568281938326,0.93329576887614,0.947940244454504,0.951818181818182,0.947981162981163
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152,4, low_bits_6, svd,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [0.74264706 0.83823529 0.85074627 0.8358209  0.76119403],0.736607142857143,0.772321428571429,0.793226381461676,0.821114369501466,0.830860534124629,0.818991097922849,0.706467661691542,0.63963963963964,0.735749023359643,0.746268656716418,0.688073394495413,0.770123653769446,0.785977859778598,0.764811490125673,0.793025214089385
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116,4, low_bits_4, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.83333333 0.84615385 0.81538462 0.82307692 0.83846154],0.686635944700461,0.695852534562212,0.792817679558011,0.857142857142857,0.837423312883436,0.860429447852761,0.721311475409836,0.792792792792793,0.684132245453,0.7,0.747572815533981,0.698347811275762,0.795640326975477,0.811111111111111,0.792918192918193
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113,8, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.83193277 0.78991597 0.76890756 0.82352941 0.78389831],0.671717171717172,0.704545454545455,0.855050505050505,0.96661101836394,0.974747474747475,0.966329966329966,0.685990338164251,0.728205128205128,0.67256027554535,0.702290076335878,0.707692307692308,0.70459242250287,0.856857855361596,0.872967479674797,0.855158438632579
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.60215054 0.58064516 0.57526882 0.55913978 0.5326087 ],0.524271844660194,0.530744336569579,0.790426908150065,0.965367965367965,0.961206896551724,0.96551724137931,0.576368876080692,0.628930817610063,0.521132075471698,0.579710144927536,0.657894736842105,0.532769024472008,0.799504950495049,0.833548387096774,0.790315049579515
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113,8, low_bits_2, svdn,1242,414,414,0.6,0.2,0.2, [0.492      0.47580645 0.48387097 0.54435484 0.52419355],0.524154589371981,0.521739130434783,0.809178743961353,1,1,1,0.511166253101737,0.5,0.524038461538462,0.519417475728155,0.516908212560386,0.521739130434783,0.807972775887214,0.803675048355899,0.809173431513857
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70,12, low_bits_5, svdn,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.59763314 0.60946746 0.61607143 0.63690476 0.625     ],0.708092485549133,0.699421965317919,0.656144781144781,0.641686182669789,0.65083135391924,0.636579572446556,0.721763085399449,0.71978021978022,0.707451085499866,0.69047619047619,0.707317073170732,0.699812382739212,0.660573327793934,0.669191919191919,0.656144781144781
ensemble_model_N4_B148_E152_nb_zones_8_lab_svd,4,148,152,8, lab, svd,1188,396,396,0.6,0.2,0.2, [0.89495798 0.91176471 0.8697479  0.92436975 0.88983051],0.838383838383838,0.800505050505051,0.877777777777778,0.91797845898923,0.932659932659933,0.916666666666666,0.863829787234043,0.957547169811321,0.82931706316653,0.820861678004535,0.937823834196891,0.803887286556574,0.885741265344665,0.938938938938939,0.877216666207492
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svd,8,96,104, zones, low_bits_4, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.72881356 0.75423729 0.70621469 0.71875    0.71875   ],0.675409836065574,0.675409836065574,0.834175084175084,0.891111111111111,0.908267270668177,0.889014722536806,0.689655172413793,0.738255033557047,0.676819824470831,0.685714285714286,0.692307692307692,0.675012906556531,0.838126540673788,0.858585858585859,0.834175084175084
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116,6, low_bits_2, svdn,804,268,268,0.6,0.2,0.2, [0.58641975 0.52469136 0.58125    0.55625    0.54375   ],0.567164179104478,0.458955223880597,0.805223880597015,1,1,1,0.594405594405594,0.625,0.566287878787879,0.483985765124555,0.515151515151515,0.459781639928699,0.809628008752735,0.828358208955224,0.805223880597015
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120,4, low_bits_3, svd,654,218,218,0.6,0.2,0.2, [0.84848485 0.86363636 0.81538462 0.87692308 0.79230769],0.73394495412844,0.73394495412844,0.821100917431193,0.882615156017831,0.908256880733945,0.879204892966361,0.760330578512397,0.901960784313726,0.744083840432725,0.771653543307087,0.823529411764706,0.724896019013666,0.833190761334474,0.888686131386861,0.820726829531069
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104,12, low_bits_2, svdn,1900,633,633,0.600126342387871,0.199936828806064,0.199936828806064, [0.44736842 0.49736842 0.52894737 0.50263158 0.47631579],0.508403361344538,0.53781512605042,0.904461279461279,1,1,1,0.537549407114625,0.53125,0.506534090909091,0.525862068965517,0.554545454545455,0.538991477272727,0.90482180293501,0.908249158249158,0.90446127946128
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152,4, low_bits_6, svd,666,222,222,0.6,0.2,0.2, [0.91791045 0.82835821 0.81343284 0.84848485 0.85606061],0.761261261261261,0.801801801801802,0.874774774774775,0.933753943217666,0.888888888888889,0.936936936936937,0.757990867579909,0.768518518518518,0.7614522417154,0.805309734513274,0.805309734513274,0.801737436063977,0.871177015755329,0.848375451263538,0.874727293977093
ensemble_model_N8_B146_E154_nb_zones_6_lab_svd,8,146,154,6, lab, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.80555556 0.85555556 0.83333333 0.78888889 0.84269663],0.822742474916388,0.889632107023411,0.880347593582888,0.894677236693092,0.879732739420935,0.896436525612472,0.825082508250825,0.801282051282051,0.823717948717949,0.884210526315789,0.845637583892617,0.889485458612975,0.878314072059823,0.856763925729443,0.880538297096527
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.55       0.55       0.53535354 0.46464646 0.55050505],0.555891238670695,0.516616314199396,0.80012077294686,0.975757575757576,0.971830985915493,0.975855130784708,0.65083135391924,0.752747252747253,0.534091747178995,0.578947368421052,0.607734806629834,0.507200736648251,0.815187046342825,0.848837209302326,0.798162323244128
ensemble_model_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116,6, lab, svdne,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.94845361 0.9742268  0.97916667 0.94791667 0.96875   ],0.809968847352025,0.866043613707165,0.935242839352428,1,1,1,0.795986622073579,0.86231884057971,0.816405321929199,0.879551820728291,0.93452380952381,0.862686741363212,0.935802469135802,0.961928934010152,0.935732193166445
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116,4, low_bits_4, svdne,700,233,233,0.600343053173242,0.199828473413379,0.199828473413379, [0.87857143 0.92142857 0.91428571 0.88571429 0.89285714],0.678111587982833,0.643776824034335,0.855917667238422,0.985632183908046,0.98,0.985714285714285,0.721189591078067,0.801652892561983,0.67314787485242,0.689138576779026,0.884615384615385,0.66711389385808,0.863636363636364,0.925217391304348,0.856855734569264
svm_model_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113,8, low_bits_3, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.83628319 0.76548673 0.77876106 0.80530973 0.75221239],0.813829787234043,0.811170212765957,0.798087141339001,0.79831223628692,0.83716814159292,0.788495575221239,0.827586206896552,0.875,0.8125,0.810666666666667,0.849162011173184,0.812905878683039,0.806714140386572,0.847222222222222,0.798346840498003
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102,12, low_bits_3, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.49428571 0.53428571 0.52       0.53428571 0.47142857],0.501597444089457,0.543130990415335,0.546717171717172,0.53357314148681,0.508571428571429,0.555428571428571,0.465753424657534,0.450331125827815,0.499856920938599,0.531147540983607,0.5,0.544701986754967,0.524503311258278,0.5,0.546717171717172
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102,12, low_bits_2, svd,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.79189189 0.83783784 0.86141304 0.79619565 0.83423913],0.796992481203007,0.770676691729323,0.852272727272727,0.874200426439232,0.889370932754881,0.872017353579176,0.798507462686567,0.816793893129771,0.797285835453774,0.785964912280702,0.82962962962963,0.769776646875883,0.855496088925484,0.874579124579125,0.852272727272727
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdn,26,87,113, zones, low_bits_4_shifted_2, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.49418605 0.51744186 0.44705882 0.48823529 0.6       ],0.517605633802817,0.492957746478873,0.794655414908579,0.987074030552291,0.983606557377049,0.98711943793911,0.519298245614035,0.52112676056338,0.517605633802817,0.492957746478873,0.534351145038168,0.495933742453725,0.794366197183099,0.805714285714286,0.794823901859913
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120,4, low_bits_3, svd,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.82352941 0.79       0.78       0.81       0.84      ],0.784431137724551,0.754491017964072,0.897129186602871,0.981891348088531,0.972111553784861,0.98207171314741,0.777777777777778,0.715909090909091,0.788334292289989,0.745341614906832,0.72289156626506,0.754302925989673,0.895121951219512,0.869668246445498,0.897394509696179
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108,10, low_bits_4, svdn,1494,498,498,0.6,0.2,0.2, [0.59666667 0.54666667 0.51342282 0.53691275 0.59060403],0.519274376417233,0.519274376417233,0.544612794612795,0.662217659137577,0.863453815261044,0.559571619812584,0.631944444444444,0.831050228310502,0.521380970011107,0.643097643097643,0.86036036036036,0.51693817104776,0.652982681205901,0.856902356902357,0.544612794612795
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,576,192,192,0.6,0.2,0.2, [0.82758621 0.81896552 0.78448276 0.81578947 0.8245614 ],0.692708333333333,0.6875,0.834375,0.930313588850174,0.927083333333333,0.930555555555556,0.714975845410628,0.725490196078431,0.690522875816993,0.696969696969697,0.696969696969697,0.687194525904203,0.83758937691522,0.838445807770961,0.834297213864249
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66,12, low_bits_5, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.88983051 0.85875706 0.8559322  0.88983051 0.88352273],0.555921052631579,0.588815789473684,0.865319865319865,0.965596330275229,0.952488687782805,0.96606334841629,0.606413994169096,0.717241379310345,0.563023205378443,0.663072776280323,0.773584905660377,0.579895901106051,0.869812855980472,0.89983164983165,0.865319865319865
svm_model_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108,10, low_bits_3, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.8627451  0.84868421 0.87171053 0.84539474 0.85855263],0.725995316159251,0.756440281030445,0.814393939393939,0.857512953367876,0.869908015768725,0.855453350854139,0.728538283062645,0.694690265486726,0.727942147668736,0.730569948186528,0.701492537313433,0.753401135913354,0.813214739517154,0.808080808080808,0.814393939393939
ensemble_model_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113,8, lab, svdne,1188,396,396,0.6,0.2,0.2, [0.94957983 0.94117647 0.95798319 0.94117647 0.94915254],0.909090909090909,0.886363636363636,0.943939393939394,0.974182444061962,0.952861952861953,0.974747474747475,0.911764705882353,0.939393939393939,0.909090909090909,0.889434889434889,0.923469387755102,0.886734693877551,0.943854324734446,0.944331983805668,0.943940185451221
svm_model_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113,6, low_bits_6, svdne,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.93877551 0.9744898  0.93877551 0.9742268  0.95876289],0.744615384615385,0.766153846153846,0.900984009840098,0.997955010224949,1,0.997950819672131,0.738170347003155,0.717791411042945,0.744698174657275,0.751633986928104,0.692771084337349,0.767769189967417,0.899437851342911,0.881272949816401,0.901081468727731
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svd,8,146,154, zones, lab, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.875      0.875      0.85714286 0.85164835 0.87362637],0.865131578947369,0.81578947368421,0.899474375821288,0.941176470588235,0.980306345733042,0.938730853391685,0.871473354231975,0.932885906040268,0.866442953020134,0.829268292682927,0.87741935483871,0.814548603593851,0.904315196998124,0.950065703022339,0.899474375821288
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.84615385 0.76923077 0.74038462 0.76923077 0.81372549],0.680232558139535,0.674418604651163,0.841067285382831,0.951127819548872,0.976833976833977,0.94980694980695,0.658385093167702,0.588888888888889,0.684688346883469,0.658536585365854,0.6,0.678048780487805,0.840140023337223,0.82004555808656,0.841464859421531
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116,8, low_bits_3, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.84188034 0.80769231 0.79059829 0.84615385 0.87931034],0.773778920308483,0.77120822622108,0.811921891058582,0.846216436126932,0.89041095890411,0.838184931506849,0.793427230046948,0.836633663366337,0.771258008153756,0.787589498806682,0.841836734693877,0.770659299989426,0.823529411764706,0.869653767820774,0.811382900507897
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_shifted_2_svdne,4,98,102, zones, low_bits_4_shifted_2, svdne,1806,602,602,0.6,0.2,0.2, [0.75138122 0.7679558  0.77348066 0.75277778 0.78055556],0.768421052631579,0.750877192982456,0.875,0.910913140311804,0.905869324473976,0.91140642303433,0.798780487804878,0.867549668874172,0.76213304339231,0.759322033898305,0.835820895522388,0.755658792132055,0.877221992558908,0.893097643097643,0.875
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104,12, low_bits_5, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.48342541 0.48066298 0.48895028 0.51104972 0.53867403],0.484098939929329,0.480565371024735,0.639309764309764,0.676975945017182,0.653038674033149,0.688397790055249,0.463235294117647,0.440559440559441,0.484565434565435,0.465454545454546,0.457142857142857,0.48031968031968,0.626253815961622,0.604377104377104,0.639309764309764
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152,4, low_bits_6, svdn,576,192,192,0.6,0.2,0.2, [0.56896552 0.51724138 0.5862069  0.60526316 0.50877193],0.479166666666667,0.505208333333333,0.555208333333333,0.630573248407643,0.6875,0.597222222222222,0.514563106796116,0.582417582417582,0.484278098139484,0.46927374301676,0.488372093023256,0.503620008775779,0.578479763079961,0.63010752688172,0.557478005865103
ensemble_model_v2_N32_B84_E116_nb_zones_6_lab_svdne,32,84,116, zones, lab, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.96195652 0.91304348 0.94565217 0.94021739 0.94021739],0.875816993464052,0.872549019607843,0.941253263707572,0.985792349726776,0.980434782608696,0.985869565217391,0.884146341463415,0.947712418300653,0.875816993464052,0.875399361022364,0.938356164383562,0.875428082191781,0.942159383033419,0.965744400527009,0.941475046317838
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_5_svdne,4,98,102, zones, low_bits_5, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.71629213 0.72881356 0.74293785 0.76271186 0.74576271],0.612582781456954,0.635761589403974,0.830387205387205,0.903083700440529,0.925507900677201,0.900677200902934,0.672268907563025,0.805369127516778,0.615102864411984,0.701086956521739,0.843137254901961,0.632978023424135,0.841401023219205,0.89983164983165,0.830387205387205
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svd,4,148,152, zones, lab, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.884      0.896      0.85483871 0.87096774 0.90322581],0.835748792270531,0.830917874396135,0.878378378378378,0.912844036697248,0.959807073954984,0.908360128617363,0.861224489795918,0.95045045045045,0.826787725225225,0.837962962962963,0.962765957446808,0.842002447749953,0.886995515695067,0.958333333333333,0.878685897435897
svm_model_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113,6, low_bits_5, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.90449438 0.86516854 0.89204545 0.88636364 0.90909091],0.663265306122449,0.608843537414966,0.8125,0.926713947990544,0.886877828054299,0.929864253393665,0.664406779661017,0.662162162162162,0.663272861902999,0.639498432601881,0.666666666666667,0.606382978723404,0.810958904109589,0.796769851951548,0.812651043945596
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.50704225 0.46830986 0.5        0.51760563 0.52464789],0.498942917547569,0.460887949260042,0.788672865595943,0.994374120956399,0.995774647887324,0.994366197183099,0.511340206185567,0.52991452991453,0.499266888388227,0.46985446985447,0.470833333333333,0.460738555078684,0.790619765494137,0.797297297297297,0.788665569122422
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.48823529 0.47647059 0.46428571 0.45833333 0.53571429],0.505338078291815,0.508896797153025,0.800142247510668,0.995249406175772,0.992890995260664,0.995260663507109,0.505338078291815,0.482993197278912,0.506421971773784,0.473282442748092,0.462686567164179,0.506853487663722,0.797111913357401,0.785206258890469,0.800142247510668
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,666,222,222,0.6,0.2,0.2, [0.8358209  0.7761194  0.84328358 0.86363636 0.85606061],0.810810810810811,0.761261261261261,0.875675675675676,0.934351145038168,0.918918918918919,0.935435435435435,0.81578947368421,0.869158878504673,0.812840308817554,0.755760368663594,0.719298245614035,0.762426900584795,0.874545454545455,0.868231046931408,0.875662286055632
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svd,16,92,108, zones, low_bits_4_shifted_2, svd,1378,459,459,0.600174216027875,0.199912891986063,0.199912891986063, [0.81884058 0.8442029  0.85869565 0.85144928 0.85766423],0.729847494553377,0.703703703703704,0.852351916376307,0.942124542124542,0.933236574746009,0.94267053701016,0.778571428571429,0.919831223628692,0.723429125327859,0.743396226415094,0.912037037037037,0.715277777777778,0.861914460285133,0.926444833625219,0.85273714818176
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svd,4,148,152,4, low_bits_4_shifted_2, svd,516,172,172,0.6,0.2,0.2, [0.75961538 0.76923077 0.83653846 0.83333333 0.75490196],0.651162790697674,0.616279069767442,0.746511627906977,0.834532374100719,0.89922480620155,0.821705426356589,0.711538461538462,0.804347826086956,0.639673913043478,0.663265306122449,0.773809523809524,0.619859307359307,0.772916666666667,0.854838709677419,0.745494472209602
svm_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdne,26,87,113,6, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.91578947 0.91052632 0.88947368 0.90526316 0.88829787],0.715189873417722,0.759493670886076,0.855696202531646,0.933618843683083,0.919831223628692,0.934599156118143,0.720496894409938,0.768211920529801,0.717439293598234,0.791208791208791,0.832369942196532,0.751849306762602,0.859259259259259,0.872180451127819,0.855527565717362
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.82916667 0.76890756 0.78151261 0.77731092 0.7605042 ],0.652392947103275,0.659949622166247,0.81570996978852,0.922175732217573,0.924496644295302,0.921979865771812,0.680555555555556,0.738693467336683,0.652175016496625,0.68677494199536,0.755102040816326,0.661133109960402,0.822157434402332,0.853683148335015,0.815786297785598
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152,4, low_bits_5, svd,588,196,196,0.6,0.2,0.2, [0.68644068 0.74576271 0.69491525 0.73728814 0.75862069],0.755102040816326,0.76530612244898,0.819387755102041,0.861896838602329,0.880952380952381,0.858843537414966,0.747368421052632,0.771739130434783,0.756061872909699,0.790909090909091,0.820754716981132,0.760377358490566,0.824925816023739,0.847560975609756,0.819272291083566
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.53389831 0.45762712 0.44915254 0.48305085 0.55084746],0.510204081632653,0.525510204081633,0.807535641547861,1,1,1,0.5,0.494845360824742,0.510048943038634,0.567441860465116,0.61,0.52375,0.810431293881645,0.821138211382114,0.807507881201261
svm_model_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70,12, lab, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.99444444 0.99162011 0.9972067  0.98882682 0.98603352],0.702054794520548,0.702054794520548,0.922979797979798,0.994991652754591,0.997767857142857,0.994977678571429,0.743362831858407,0.887323943661972,0.706995305164319,0.746355685131195,0.853333333333333,0.697793427230047,0.926179911254538,0.966329966329966,0.922979797979798
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.75675676 0.80743243 0.81632653 0.81972789 0.82993197],0.716186252771619,0.707317073170732,0.877104377104377,0.977931034482758,0.962008141112619,0.978290366350068,0.735537190082644,0.809090909090909,0.718398268398268,0.726141078838174,0.757575757575758,0.706060606060606,0.879139072847682,0.893939393939394,0.877104377104377
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdn,40,30,70,12, low_bits_4_shifted_2, svdn,1752,584,584,0.6,0.2,0.2, [0.64488636 0.67142857 0.70571429 0.67142857 0.67714286],0.57051282051282,0.548076923076923,0.869528619528619,0.98030388294879,0.994292237442922,0.980022831050228,0.619318181818182,0.707792207792208,0.572250534275851,0.593659942363112,0.651898734177215,0.546728587867828,0.874798061389338,0.911616161616161,0.86952861952862
ensemble_model_v2_N26_B87_E113_nb_zones_8_lab_svdne,26,87,113, zones, lab, svdne,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.96788991 0.96788991 0.94036697 0.94495413 0.95412844],0.878787878787879,0.892561983471074,0.939977973568282,0.975970425138632,0.968807339449541,0.976146788990826,0.8860103626943,0.95,0.879371584699454,0.898172323759791,0.960893854748603,0.893490405635171,0.941112911939492,0.963495575221239,0.940081120943953
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113,6, low_bits_6, svdne,906,302,302,0.6,0.2,0.2, [0.96153846 0.93956044 0.92857143 0.93333333 0.95      ],0.83112582781457,0.76158940397351,0.917218543046358,0.997792494481236,0.997792494481236,0.997792494481236,0.849557522123894,0.888888888888889,0.826587301587301,0.772151898734177,0.797385620915033,0.761108917840067,0.919923126201153,0.934895833333333,0.916908833108715
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svd,4,148,152,4, low_bits_4_shifted_2, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.79508197 0.77868852 0.775      0.79166667 0.78333333],0.716417910447761,0.701492537313433,0.841948310139165,0.932038834951456,0.95364238410596,0.93046357615894,0.727272727272727,0.737864077669903,0.715870814345156,0.705882352941176,0.782608695652174,0.707818109293977,0.845780795344326,0.877263581488934,0.842364600174722
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152,4, low_bits_5, svd,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.81372549 0.8627451  0.84313725 0.82       0.86      ],0.696428571428571,0.696428571428571,0.843230403800475,0.939516129032258,0.92094861660079,0.940711462450593,0.724324324324324,0.705263157894737,0.695097332372026,0.715083798882682,0.688172043010753,0.69741935483871,0.846511627906977,0.825396825396825,0.844119859082453
svm_model_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154,6, lab, svdn,924,308,308,0.6,0.2,0.2, [0.50537634 0.48924731 0.55434783 0.46195652 0.51630435],0.555194805194805,0.496753246753247,0.611688311688312,0.693386773547094,0.748917748917749,0.668831168831169,0.562300319488818,0.598639455782313,0.557083703046436,0.507936507936508,0.540540540540541,0.49839527027027,0.632226322263223,0.678996036988111,0.612805809043225
ensemble_model_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66,12, low_bits_6, svdne,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.88502674 0.86898396 0.87433155 0.86096257 0.86631016],0.66798418972332,0.616600790513834,0.921296296296296,0.996794871794872,0.997860962566845,0.996791443850267,0.691176470588235,0.701492537313433,0.665872319076884,0.633962264150943,0.705882352941176,0.621597892888499,0.922374429223744,0.935185185185185,0.921296296296296
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113,8, low_bits_3, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.83064516 0.81854839 0.83064516 0.79032258 0.79435484],0.813559322033898,0.774818401937046,0.84946757018393,0.887649402390438,0.898387096774194,0.886290322580645,0.819672131147541,0.857843137254902,0.814089032742284,0.773722627737226,0.746478873239437,0.775739436619718,0.851409460105112,0.859209257473481,0.849429701623038
ensemble_model_N16_B92_E108_nb_zones_12_lab_svd,16,92,108,12, lab, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.94413408 0.93575419 0.9301676  0.8988764  0.9494382 ],0.911864406779661,0.925423728813559,0.947811447811448,0.957013574660633,0.947368421052632,0.957446808510638,0.923976608187134,0.969325153374233,0.905117122141662,0.922535211267606,0.992424242424242,0.931794943298011,0.948203842940685,0.955387205387205,0.947811447811448
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120,4, low_bits_3, svdn,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.65625   0.65625   0.625     0.703125  0.5859375],0.671361502347418,0.596244131455399,0.651031894934334,0.706521739130435,0.8125,0.6625,0.736842105263158,0.890909090909091,0.663901147396293,0.661417322834646,0.815533980582524,0.603221535745808,0.703821656050955,0.829268292682927,0.651031894934334
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.42857143 0.45535714 0.4        0.53636364 0.50909091],0.434782608695652,0.440217391304348,0.766811279826464,0.985611510791367,0.989169675090253,0.985559566787004,0.402298850574713,0.402298850574713,0.433108188173954,0.404624277456647,0.372340425531915,0.441725768321513,0.761904761904762,0.751091703056769,0.766709644631833
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113,6, low_bits_5, svdne,918,306,306,0.6,0.2,0.2, [0.88043478 0.86413043 0.9076087  0.89130435 0.87912088],0.761437908496732,0.709150326797386,0.869281045751634,0.958333333333333,0.952069716775599,0.958605664488017,0.789625360230547,0.878205128205128,0.759102564102564,0.713826366559486,0.828358208955224,0.722318639361333,0.872611464968153,0.914552736982644,0.870208506775573
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.475      0.43333333 0.47083333 0.47083333 0.50420168],0.488721804511278,0.536340852130326,0.802605210420842,0.995829858215179,0.996661101836394,0.995826377295492,0.497536945812808,0.512690355329949,0.489018444991707,0.554216867469879,0.550239234449761,0.535645933014354,0.804950495049505,0.808955223880597,0.802560356642619
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116,6, low_bits_4, svd,948,316,316,0.6,0.2,0.2, [0.71052632 0.73157895 0.74210526 0.73684211 0.80851064],0.60126582278481,0.686708860759494,0.777215189873418,0.8587319243604,0.814345991561181,0.866033755274262,0.608695652173913,0.624203821656051,0.601410086928654,0.65979381443299,0.631578947368421,0.684691912708601,0.767195767195767,0.740740740740741,0.776894837120684
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70,12, low_bits_2, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.83513514 0.82162162 0.85675676 0.8423913  0.83152174],0.841509433962264,0.750943396226415,0.853535353535353,0.872340425531915,0.888407367280607,0.869989165763814,0.859060402684564,0.920863309352518,0.837415781660386,0.759124087591241,0.825396825396825,0.754425031403449,0.858075040783034,0.885521885521885,0.853535353535353
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.69       0.77       0.8        0.73469388 0.73469388],0.709090909090909,0.636363636363636,0.857142857142857,0.979591836734694,0.967741935483871,0.979838709677419,0.710843373493976,0.786666666666667,0.715555555555556,0.651162790697674,0.717948717948718,0.640583554376658,0.857487922705314,0.885286783042394,0.857937509168256
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svd,4,148,152, zones, low_bits_4_shifted_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.82539683 0.82258065 0.85483871 0.81451613 0.7983871 ],0.695652173913043,0.623188405797101,0.826254826254826,0.938388625592417,0.954983922829582,0.937299035369775,0.736401673640167,0.862745098039216,0.698039215686274,0.669491525423729,0.759615384615385,0.622526138909634,0.837545126353791,0.897485493230174,0.826392072241291
svm_model_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116,6, low_bits_2, svdne,1006,335,335,0.600238663484487,0.199880668257757,0.199880668257757, [0.83663366 0.89108911 0.86138614 0.825      0.795     ],0.82089552238806,0.817910447761194,0.837708830548926,0.852105778648384,0.864811133200795,0.849900596421471,0.833333333333333,0.882352941176471,0.819964349376114,0.823188405797101,0.8875,0.820892857142857,0.842410196987254,0.872749099639856,0.837916661326452
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svdn,8,96,104, zones, low_bits_3, svdn,1770,590,590,0.6,0.2,0.2, [0.47457627 0.56779661 0.49152542 0.50282486 0.46327684],0.524752475247525,0.508250825082508,0.874579124579125,0.997176736307171,0.99774011299435,0.997175141242938,0.510204081632653,0.510204081632653,0.524332810047096,0.504983388704319,0.487179487179487,0.508895866038723,0.874049027895182,0.87037037037037,0.874579124579124
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108,10, low_bits_6, svdn,1452,484,484,0.6,0.2,0.2, [0.50342466 0.53103448 0.53448276 0.55517241 0.53793103],0.515151515151515,0.575757575757576,0.542508417508418,0.640818524501885,0.819559228650138,0.540633608815427,0.607017543859649,0.816037735849057,0.538018867924528,0.673333333333333,0.808,0.554943396226415,0.640898579451602,0.816498316498316,0.542508417508418
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,752,250,250,0.600638977635783,0.199680511182109,0.199680511182109, [0.94736842 0.94666667 0.94666667 0.95333333 0.94666667],0.784,0.668,0.888977635782748,0.997340425531915,0.997340425531915,0.997340425531915,0.813793103448276,0.893939393939394,0.777478171545968,0.704626334519573,0.876106194690265,0.686228279826885,0.894935752078609,0.953301127214171,0.889487330643535
ensemble_model_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdne,26,87,113,6, low_bits_4_shifted_2, svdne,918,306,306,0.6,0.2,0.2, [0.90217391 0.89130435 0.95108696 0.92934783 0.9010989 ],0.748366013071895,0.673202614379085,0.875816993464052,0.985915492957746,0.991285403050109,0.985838779956427,0.775510204081633,0.852564102564103,0.746282051282051,0.693251533742331,0.807142857142857,0.68369191049914,0.880653266331658,0.928476821192053,0.876496475112155
svm_model_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152,4, low_bits_6, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.78787879 0.78030303 0.82575758 0.8030303  0.83846154],0.799086757990868,0.840182648401826,0.83485401459854,0.845921450151057,0.851063829787234,0.844984802431611,0.828125,0.905982905982906,0.7912267471091,0.854771784232365,0.944954128440367,0.840658882402002,0.843830888697153,0.881081081081081,0.834255882499875
svm_model_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152,8, lab, svdn,1140,380,380,0.6,0.2,0.2, [0.52192982 0.48684211 0.46491228 0.53947368 0.57017544],0.523684210526316,0.526315789473684,0.546842105263158,0.490835030549898,0.42280701754386,0.56140350877193,0.414239482200647,0.336842105263158,0.523684210526316,0.423076923076923,0.366666666666667,0.518333333333333,0.462882096069869,0.39468085106383,0.545257092198582
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102,12, low_bits_4, svdn,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.52352941 0.52647059 0.54705882 0.52071006 0.5147929 ],0.464705882352941,0.485294117647059,0.584175084175084,0.620108368452739,0.607311320754717,0.627948113207547,0.47093023255814,0.47093023255814,0.464631782945737,0.471299093655589,0.464285714285714,0.485049833887043,0.577054794520548,0.567340067340067,0.584175084175084
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_4_shifted_2_svdne,32,34,66, zones, low_bits_4_shifted_2, svdne,1776,592,592,0.6,0.2,0.2, [0.87921348 0.88483146 0.88764045 0.84745763 0.9039548 ],0.663333333333333,0.696666666666667,0.916245791245791,0.996042962125495,0.992117117117117,0.996058558558559,0.705539358600583,0.876811594202898,0.67914653784219,0.75603217158177,0.87037037037037,0.681561996779388,0.919919517102615,0.962121212121212,0.916245791245791
svm_model_N32_B84_E116_nb_zones_8_lab_svd,32,84,116,8, lab, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.9375     0.925      0.925      0.95       0.94537815],0.879699248120301,0.912280701754386,0.932865731462926,0.956223175965665,0.929883138564274,0.957429048414023,0.877551020408163,0.89119170984456,0.880061874339756,0.918414918414918,0.942583732057416,0.910765550239234,0.932527693856999,0.925074925074925,0.932889221331432
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152,4, low_bits_5, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.57894737 0.49107143 0.44642857 0.50892857 0.55357143],0.518716577540107,0.502673796791444,0.556623931623932,0.550387596899225,0.505338078291815,0.587188612099644,0.5,0.46875,0.520089285714286,0.449704142011834,0.426966292134831,0.499197431781701,0.520231213872832,0.482832618025751,0.556309926034152
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70,12, low_bits_6, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.65469613 0.72099448 0.66850829 0.70165746 0.71111111],0.605633802816901,0.595070422535211,0.888888888888889,0.979858464888405,0.995575221238938,0.979535398230088,0.629139072847682,0.625,0.604166666666667,0.578754578754579,0.598484848484848,0.595295055821372,0.890547263681592,0.904040404040404,0.888888888888889
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120,4, low_bits_3, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.68333333 0.65254237 0.52542373 0.59322034 0.65254237],0.593908629441624,0.583756345177665,0.798174442190669,0.937394247038917,0.935810810810811,0.9375,0.607843137254902,0.574074074074074,0.596025801081981,0.544444444444444,0.515789473684211,0.581424148606811,0.795897435897436,0.777555110220441,0.798428479134861
svm_model_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108,10, low_bits_2, svdne,1360,453,453,0.60017652250662,0.19991173874669,0.19991173874669, [0.84926471 0.82352941 0.82352941 0.84558824 0.79044118],0.785871964679912,0.783664459161148,0.814210061782877,0.843055555555556,0.892647058823529,0.833823529411765,0.807157057654075,0.898230088495575,0.786119449534131,0.806324110671937,0.890829694323144,0.782468418590143,0.828093099224173,0.893392070484581,0.81407004054733
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116,8, low_bits_3, svd,1212,404,404,0.6,0.2,0.2, [0.79098361 0.80991736 0.80165289 0.8553719  0.81818182],0.797029702970297,0.757425742574257,0.822772277227723,0.854812398042414,0.864686468646865,0.853135313531353,0.802884615384615,0.822660098522167,0.796902188564566,0.751269035532995,0.718446601941748,0.758213199960773,0.824165029469548,0.826600985221675,0.822753228929245
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152,4, low_bits_6, svdne,666,222,222,0.6,0.2,0.2, [0.8880597  0.90298507 0.88059701 0.92424242 0.86363636],0.725225225225225,0.788288288288288,0.877477477477478,0.958944281524927,0.981981981981982,0.957957957957958,0.751020408163265,0.766666666666667,0.72156862745098,0.79295154185022,0.87378640776699,0.794036061026352,0.882149046793761,0.91546762589928,0.877408903202348
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108,10, low_bits_3, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.82450331 0.78145695 0.79139073 0.78476821 0.8013245 ],0.852193995381062,0.847575057736721,0.864478114478115,0.874015748031496,0.882119205298013,0.872847682119205,0.859030837004405,0.915492957746479,0.853201024327785,0.857758620689655,0.904545454545454,0.846638924455826,0.868140868140868,0.892255892255892,0.864478114478115
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdne,4,148,152,4, low_bits_4_shifted_2, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.80701754 0.85964912 0.85087719 0.83333333 0.89285714],0.693121693121693,0.682539682539683,0.788583509513742,0.851449275362319,0.827464788732394,0.855633802816902,0.704081632653061,0.71875,0.692708333333333,0.680851063829787,0.744186046511628,0.687627003838338,0.786324786324786,0.789699570815451,0.788599785407725
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104,12, low_bits_6, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.48655914 0.51351351 0.5027027  0.5        0.48378378],0.477099236641221,0.469465648854962,0.883838383838384,1,1,1,0.475095785440613,0.46969696969697,0.477156177156177,0.487084870848708,0.507692307692308,0.469755244755245,0.884228187919463,0.887205387205387,0.883838383838384
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svd,32,84,116,4, low_bits_4_shifted_2, svd,570,190,190,0.6,0.2,0.2, [0.90350877 0.9122807  0.92105263 0.93859649 0.92982456],0.715789473684211,0.710526315789474,0.874736842105263,0.982394366197183,0.978947368421053,0.982456140350877,0.712765957446808,0.761363636363636,0.718917112299465,0.736842105263158,0.810526315789474,0.710526315789474,0.876683937823834,0.903846153846154,0.875159591445898
ensemble_model_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154,6, lab, svdn,918,306,306,0.6,0.2,0.2, [0.41304348 0.54891304 0.48369565 0.52173913 0.42307692],0.503267973856209,0.477124183006536,0.796078431372549,1,1,1,0.479452054794521,0.457516339869281,0.503267973856209,0.487179487179487,0.484076433121019,0.47693754541957,0.795006570302234,0.786736020806242,0.79612753734136
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,564,188,188,0.6,0.2,0.2, [0.89473684 0.89473684 0.85714286 0.875      0.92857143],0.675531914893617,0.718085106382979,0.85,0.953206239168111,0.975177304964539,0.952127659574468,0.67027027027027,0.837837837837838,0.704006638217164,0.762331838565023,0.913978494623656,0.72014714204867,0.856852791878172,0.939866369710468,0.85384357182061
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116,6, low_bits_2, svdne,876,292,292,0.6,0.2,0.2, [0.85795455 0.81818182 0.88068182 0.82183908 0.86781609],0.777397260273973,0.777397260273973,0.873287671232877,0.939890710382513,0.981735159817351,0.937214611872146,0.786885245901639,0.774193548387097,0.777607723098658,0.786885245901639,0.805369127516778,0.776810437884263,0.878688524590164,0.902964959568733,0.872791671984924
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152,4, low_bits_5, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.46610169 0.42372881 0.44915254 0.48275862 0.5       ],0.482051282051282,0.492307692307692,0.795081967213115,1,1,1,0.429378531073446,0.426966292134831,0.477634089463642,0.507462686567164,0.51,0.491842105263158,0.79253112033195,0.79253112033195,0.79505098526719
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,978,326,326,0.6,0.2,0.2, [0.90306122 0.88265306 0.86734694 0.86734694 0.89690722],0.726993865030675,0.647239263803681,0.861963190184049,0.978102189781022,0.959100204498978,0.978527607361963,0.767624020887729,0.907407407407407,0.728093947606143,0.711779448621554,0.845238095238095,0.640973477998794,0.870763928776565,0.925518925518925,0.861649721699044
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdn,8,96,104,12, low_bits_4_shifted_2, svdn,1848,616,616,0.6,0.2,0.2, [0.47837838 0.54594595 0.50540541 0.51891892 0.48369565],0.446969696969697,0.462121212121212,0.878787878787879,1,1,1,0.478571428571429,0.503759398496241,0.446536187797739,0.477941176470588,0.49618320610687,0.46237731733915,0.88,0.888888888888889,0.878787878787879
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116,6, low_bits_4, svd,906,302,302,0.6,0.2,0.2, [0.83516484 0.75274725 0.8021978  0.79444444 0.85      ],0.682119205298013,0.649006622516556,0.841059602649007,0.957777777777778,0.951434878587196,0.958057395143488,0.722543352601156,0.76219512195122,0.674575821845175,0.66875,0.748251748251748,0.654000087962352,0.846743295019157,0.872368421052632,0.840850877192982
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdne,4,148,152,4, low_bits_4_shifted_2, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.80508475 0.83050847 0.83898305 0.73728814 0.8220339 ],0.698979591836735,0.668367346938776,0.868635437881874,0.991568296795953,0.996610169491526,0.991525423728814,0.74235807860262,0.80188679245283,0.689832285115304,0.691943127962085,0.752577319587629,0.669217952723107,0.87512100677638,0.907630522088353,0.868071459391284
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.86016949 0.8559322  0.84322034 0.8559322  0.84745763],0.745547073791348,0.755725190839695,0.834689725330621,0.892589508742714,0.908474576271186,0.890677966101695,0.744897959183673,0.733668341708543,0.745700150235715,0.74869109947644,0.768817204301075,0.75638927847904,0.835443037974684,0.846153846153846,0.834782271210122
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102,12, low_bits_3, svdn,1806,602,602,0.6,0.2,0.2, [0.46961326 0.45856354 0.46132597 0.50277778 0.44444444],0.501754385964912,0.533333333333333,0.884259259259259,1,1,1,0.510344827586207,0.506849315068493,0.501626096383167,0.505576208178439,0.489208633093525,0.532275549423475,0.883720930232558,0.87962962962963,0.884259259259259
ensemble_model_v2_N26_B87_E113_nb_zones_6_low_bits_4_shifted_2_svdne,26,87,113, zones, low_bits_4_shifted_2, svdne,906,302,302,0.6,0.2,0.2, [0.86263736 0.88461538 0.89010989 0.88333333 0.87777778],0.824503311258278,0.794701986754967,0.905960264900662,0.96962879640045,0.951434878587196,0.970198675496689,0.828478964401294,0.795031055900621,0.826593542134708,0.783216783216783,0.761904761904762,0.793855606758832,0.904312668463612,0.88173455978975,0.906154329294074
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113,8, low_bits_4, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.53982301 0.57079646 0.57589286 0.54017857 0.53571429],0.553475935828877,0.566844919786096,0.566773504273504,0.666204986149584,0.855871886120996,0.571174377224199,0.634573304157549,0.801104972375691,0.561174247845876,0.649350649350649,0.78125,0.56095467032967,0.656792213288193,0.829946524064171,0.567054371957379
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108,10, low_bits_4, svdn,1446,482,482,0.6,0.2,0.2, [0.5137931  0.50689655 0.47586207 0.49305556 0.5       ],0.546236559139785,0.531182795698925,0.819444444444444,1,1,1,0.570264765784114,0.588235294117647,0.545218968644727,0.542016806722689,0.568281938325991,0.532040128826861,0.822213012847078,0.835016835016835,0.819444444444444
svm_model_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113,8, low_bits_2, svdne,1224,408,408,0.6,0.2,0.2, [0.82520325 0.82926829 0.8647541  0.84836066 0.84836066],0.791666666666667,0.811274509803921,0.829411764705882,0.855590062111801,0.900326797385621,0.848039215686275,0.799054373522459,0.820388349514563,0.791382293569163,0.810810810810811,0.808823529411765,0.811274509803921,0.835694050991502,0.865949119373777,0.829339982083745
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104,12, low_bits_4, svdn,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.51944444 0.49444444 0.475      0.48055556 0.52234637],0.467128027681661,0.505190311418685,0.674242424242424,0.733072188024622,0.728587319243604,0.734705228031146,0.476190476190476,0.49645390070922,0.467821544949205,0.49469964664311,0.472972972972973,0.505990032585777,0.67258883248731,0.669191919191919,0.674242424242424
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svdn,8,96,104, zones, low_bits_2, svdn,1752,584,584,0.6,0.2,0.2, [0.54545455 0.53142857 0.48571429 0.51714286 0.47428571],0.496794871794872,0.435897435897436,0.856902356902357,0.995993131081854,0.993150684931507,0.996004566210046,0.498402555910543,0.503225806451613,0.496835833162112,0.469879518072289,0.496815286624204,0.43550441750565,0.857859531772575,0.863636363636364,0.856902356902357
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,630,210,210,0.6,0.2,0.2, [0.57142857 0.56349206 0.62698413 0.64285714 0.67460317],0.547619047619048,0.619047619047619,0.812380952380952,0.964630225080386,0.952380952380952,0.965079365079365,0.585152838427948,0.650485436893204,0.549541783867163,0.626168224299065,0.598214285714286,0.620535714285714,0.815023474178404,0.818867924528302,0.812318577648766
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_shifted_2_svdne,4,148,152, zones, low_bits_4_shifted_2, svdne,540,180,180,0.6,0.2,0.2, [0.86111111 0.76851852 0.85185185 0.82407407 0.81481481],0.727777777777778,0.705555555555556,0.834444444444444,0.91047619047619,0.885185185185185,0.912962962962963,0.713450292397661,0.685393258426966,0.727312013828868,0.690058479532164,0.694117647058823,0.704953560371517,0.828143021914648,0.808558558558559,0.834103840682788
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svd,32,84,116,4, low_bits_4_shifted_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.87288136 0.91525424 0.94915254 0.89655172 0.9137931 ],0.61025641025641,0.671794871794872,0.851434426229508,0.991394148020654,0.982935153583618,0.991467576791809,0.688524590163935,0.923076923076923,0.629807692307692,0.751937984496124,0.941747572815534,0.655656395103419,0.866112650046168,0.963039014373716,0.851662656471112
svm_model_N26_B87_E113_nb_zones_10_lab_svd,26,87,113,10, lab, svd,1394,464,464,0.600344530577089,0.199827734711456,0.199827734711456, [0.94642857 0.92857143 0.92086331 0.95683453 0.95323741],0.907327586206896,0.892241379310345,0.932385874246339,0.952941176470588,0.929698708751793,0.954088952654232,0.911340206185567,0.952586206896552,0.907327586206896,0.895833333333333,0.955555555555556,0.894095769409577,0.93247311827957,0.939341421143847,0.932427559886992
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.57894737 0.49122807 0.4122807  0.5        0.5       ],0.515957446808511,0.484042553191489,0.794055201698514,0.98932384341637,0.982332155477032,0.989399293286219,0.497237569060774,0.441176470588235,0.522913816689466,0.469945355191257,0.467391304347826,0.483695652173913,0.790496760259179,0.767295597484277,0.794400486914181
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70,12, low_bits_4, svdne,1872,624,624,0.6,0.2,0.2, [0.79787234 0.79144385 0.8315508  0.80481283 0.82085561],0.682539682539683,0.73015873015873,0.888047138047138,0.936008676789588,0.922008547008547,0.936965811965812,0.6875,0.67175572519084,0.682985300611949,0.725806451612903,0.743801652892562,0.730679452400479,0.886712095400341,0.876262626262626,0.888047138047138
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113,8, low_bits_6, svd,1146,382,382,0.6,0.2,0.2, [0.90434783 0.96086957 0.93913043 0.96929825 0.9254386 ],0.767015706806283,0.767015706806283,0.889528795811518,0.971576227390181,0.984293193717278,0.971204188481675,0.789598108747045,0.852040816326531,0.76473008558262,0.78345498783455,0.847368421052631,0.767434210526316,0.894235588972431,0.930135557872784,0.889357999756581
ensemble_model_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152,8, lab, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.47826087 0.55701754 0.50877193 0.53070175 0.53508772],0.5,0.497368421052632,0.799684542586751,1,1,1,0.510309278350516,0.507692307692308,0.4997920997921,0.521303258145364,0.509803921568627,0.496379233511586,0.80248833592535,0.797938144329897,0.799720145126322
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152,6, low_bits_6, svd,906,302,302,0.6,0.2,0.2, [0.82417582 0.77472527 0.84065934 0.83888889 0.83888889],0.745033112582781,0.745033112582781,0.796688741721854,0.821052631578947,0.774834437086093,0.831125827814569,0.73356401384083,0.706666666666667,0.744780701754386,0.749185667752443,0.737179487179487,0.745302072356867,0.78842177808408,0.753623188405797,0.79691811883672
svm_model_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120,4, low_bits_3, svdne,454,151,151,0.600529100529101,0.19973544973545,0.19973544973545, [0.7173913  0.73913043 0.73333333 0.68888889 0.78888889],0.701986754966887,0.728476821192053,0.886243386243386,1,1,1,0.723926380368098,0.776315789473684,0.701491228070176,0.728476821192053,0.743243243243243,0.728764478764479,0.888020833333333,0.904509283819629,0.886291581223798
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,810,270,270,0.6,0.2,0.2, [0.7962963  0.83333333 0.75308642 0.80864198 0.83950617],0.825925925925926,0.788888888888889,0.863703703703704,0.905660377358491,0.948148148148148,0.901234567901235,0.831541218637993,0.90625,0.829885563380282,0.801393728222996,0.891472868217054,0.793254164604981,0.86987270155587,0.929003021148036,0.864937557085646
svm_model_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152,4, low_bits_5, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.8220339  0.84745763 0.73275862 0.86206897 0.80172414],0.685567010309278,0.747422680412371,0.799382716049383,0.861337683523654,0.904109589041096,0.854452054794521,0.67379679144385,0.7,0.686538461538462,0.767772511848341,0.801980198019802,0.745076120515277,0.807121661721068,0.84472049689441,0.799660861944137
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svd,32,84,116, zones, low_bits_4_shifted_2, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.9537037  0.93518519 0.97222222 0.91666667 0.95283019],0.776536312849162,0.770949720670391,0.902901785714286,0.988847583643122,0.988847583643122,0.988847583643122,0.8,0.8,0.773417721518987,0.773480662983425,0.795454545454545,0.771353646353646,0.905331882480957,0.910284463894967,0.902750432403064
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104,12, low_bits_5, svdn,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.49404762 0.4375     0.49702381 0.50892857 0.47005988],0.501432664756447,0.504297994269341,0.853956228956229,1,1,1,0.488235294117647,0.494047619047619,0.501167455932649,0.523415977961432,0.524861878453039,0.503502367797948,0.854262914741705,0.856060606060606,0.853956228956229
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svdn,8,146,154, zones, lab, svdn,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.5        0.53763441 0.50537634 0.45698925 0.58152174],0.459546925566343,0.533980582524272,0.796895213454075,0.996770721205598,0.997844827586207,0.99676724137931,0.466453674121406,0.450617283950617,0.460002519526329,0.529411764705882,0.512658227848101,0.534474809288289,0.797157622739018,0.786989795918367,0.797038205045798
ensemble_model_N32_B84_E116_nb_zones_8_lab_svd,32,84,116,8, lab, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.93697479 0.92857143 0.97457627 0.94915254 0.96186441],0.857868020304568,0.84010152284264,0.92393509127789,0.973298880275624,0.954391891891892,0.973817567567567,0.870967741935484,0.984375,0.860999381188119,0.862745098039216,0.98019801980198,0.836453176567657,0.9269717624148,0.96551724137931,0.92393509127789
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdn,16,92,108,10, low_bits_4_shifted_2, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.52666667 0.49333333 0.47333333 0.53355705 0.54362416],0.515909090909091,0.511363636363636,0.518939393939394,0.574151280524122,0.644385026737968,0.522058823529412,0.624338624338624,0.827102803738318,0.524170870895708,0.631217838765009,0.814159292035398,0.502874038541064,0.595970307529162,0.70959595959596,0.518939393939394
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,864,288,288,0.6,0.2,0.2, [0.81034483 0.79310345 0.8255814  0.77325581 0.79069767],0.569444444444444,0.642361111111111,0.834722222222222,0.987253765932793,0.986111111111111,0.987268518518519,0.626506024096386,0.742857142857143,0.574131274131274,0.685015290519878,0.794326241134752,0.645462440295267,0.843626806833114,0.900420757363254,0.835354807842562
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svd,4,148,152,6, low_bits_4_shifted_2, svd,870,290,290,0.6,0.2,0.2, [0.82758621 0.83908046 0.81609195 0.79885057 0.83333333],0.651724137931034,0.631034482758621,0.753103448275862,0.837310195227766,0.88735632183908,0.827586206896552,0.689230769230769,0.794326241134752,0.655552382312342,0.672782874617737,0.763888888888889,0.631944444444444,0.772554002541296,0.844444444444444,0.753729071537291
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108,10, low_bits_5, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.58275862 0.55208333 0.58333333 0.54861111 0.54166667],0.5203426124197,0.522483940042827,0.5496632996633,0.640507789959608,0.769764216366158,0.567961165048544,0.612456747404844,0.740585774058577,0.515029729134552,0.599640933572711,0.732456140350877,0.527315936284225,0.626917712691771,0.756734006734007,0.5496632996633
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_5_svdne,32,34,66, zones, low_bits_5, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.90168539 0.87640449 0.8988764  0.87640449 0.88202247],0.640939597315436,0.624161073825503,0.884680134680135,0.968767745599091,0.958426966292135,0.969101123595506,0.63728813559322,0.657342657342657,0.64157455447778,0.626666666666667,0.606451612903226,0.624904128129935,0.883701188455009,0.876262626262626,0.884680134680135
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152,4, low_bits_5, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.77192982 0.83035714 0.75       0.8125     0.74107143],0.74331550802139,0.700534759358289,0.872863247863248,0.973637961335677,0.98576512455516,0.973309608540925,0.755102040816326,0.804347826086956,0.744279176201373,0.72,0.791208791208791,0.702896062271062,0.876683937823834,0.911637931034483,0.873191846873173
ensemble_model_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70,12, lab, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [1.         0.99428571 0.99142857 0.99714286 0.99712644],0.792993630573248,0.777070063694268,0.943181818181818,1,1,1,0.82573726541555,0.950617283950617,0.787808641975309,0.805555555555555,0.953947368421053,0.782529239766082,0.94558645707376,0.987373737373737,0.943181818181818
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.85833333 0.84166667 0.85833333 0.82916667 0.90336134],0.802005012531328,0.81203007518797,0.870240480961924,0.910485933503836,0.891485809682805,0.912353923205342,0.813238770685579,0.895833333333333,0.805404589371981,0.826789838337183,0.881773399014778,0.810784658691063,0.872350911779201,0.890342052313883,0.870320726755744
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120,4, low_bits_3, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.73809524 0.80952381 0.83333333 0.81451613 0.84677419],0.735576923076923,0.75,0.882917466410749,0.975922953451043,0.971246006389776,0.976038338658147,0.769874476987448,0.821428571428571,0.728422619047619,0.767857142857143,0.88659793814433,0.75861428438748,0.887661141804788,0.923371647509578,0.882839669908636
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svd,16,92,108, zones, lab, svd,1842,614,614,0.6,0.2,0.2, [0.93513514 0.91576087 0.94021739 0.93478261 0.9375    ],0.917602996254682,0.940074906367041,0.961279461279461,0.970394736842105,0.960912052117264,0.970684039087948,0.913385826771654,0.872180451127819,0.917433509145999,0.9375,0.895522388059701,0.94024239703737,0.960582690659811,0.943602693602693,0.961279461279461
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113,8, low_bits_2, svdne,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.80357143 0.83333333 0.77927928 0.83333333 0.81531532],0.732432432432432,0.77027027027027,0.849892008639309,0.918118466898955,0.947841726618705,0.915467625899281,0.724233983286908,0.691489361702128,0.733107318213701,0.744744744744745,0.696629213483146,0.767585440074906,0.848913043478261,0.8470715835141,0.849879877778555
svm_model_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154,6, lab, svdne,822,274,274,0.6,0.2,0.2, [0.92771084 0.92073171 0.90243902 0.8902439  0.88414634],0.784671532846715,0.806569343065693,0.881751824817518,0.94199535962877,0.987834549878346,0.939172749391727,0.798634812286689,0.879699248120301,0.787367354556604,0.820338983050847,0.930769230769231,0.812606837606838,0.888275862068966,0.955489614243323,0.882917220914765
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152,6, low_bits_6, svd,942,314,314,0.6,0.2,0.2, [0.79473684 0.77659574 0.73404255 0.80319149 0.82978723],0.780254777070064,0.786624203821656,0.849044585987261,0.891514500537057,0.881104033970276,0.892781316348195,0.779552715654952,0.74390243902439,0.781951219512195,0.769759450171821,0.761904761904762,0.785143997718848,0.845602605863192,0.829923273657289,0.848971789112908
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.82333333 0.77666667 0.80666667 0.82333333 0.82214765],0.79498861047836,0.75626423690205,0.846380471380471,0.888888888888889,0.897196261682243,0.88785046728972,0.802631578947369,0.76890756302521,0.79738910489569,0.742168674698795,0.766169154228856,0.757034156946361,0.846831724716743,0.849326599326599,0.846380471380471
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdn,32,84,116,4, low_bits_4_shifted_2, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.5078125  0.5390625  0.5625     0.46875    0.57936508],0.537735849056604,0.518867924528302,0.581920903954802,0.635820895522388,0.667711598746081,0.617554858934169,0.566371681415929,0.566371681415929,0.535711093233217,0.571428571428571,0.666666666666667,0.524242424242424,0.608465608465608,0.646067415730337,0.581556435137896
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.76923077 0.76153846 0.73076923 0.76923077 0.72307692],0.75,0.726851851851852,0.868761552680222,0.955038759689922,0.947692307692308,0.955384615384615,0.727272727272727,0.699029126213592,0.747744651602371,0.703517587939698,0.636363636363636,0.728559176672384,0.863723608445297,0.836431226765799,0.868583260441723
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svd,4,98,102, zones, low_bits_2, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.81284916 0.80726257 0.84357542 0.79775281 0.83988764],0.752542372881356,0.769491525423729,0.85016835016835,0.878736604624929,0.872340425531915,0.879619260918253,0.724528301886792,0.623376623376623,0.75849682232661,0.738461538461539,0.680851063829787,0.765750207239569,0.845082680591819,0.817340067340067,0.85016835016835
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108,10, low_bits_2, svdne,1494,498,498,0.6,0.2,0.2, [0.83       0.78666667 0.80536913 0.7885906  0.83892617],0.816326530612245,0.777777777777778,0.846801346801347,0.880103694102398,0.908969210174029,0.876171352074966,0.821192052980133,0.853211009174312,0.816740033735138,0.78695652173913,0.811659192825112,0.777389229440079,0.851791530944625,0.88047138047138,0.846801346801347
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116,4, low_bits_5, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.8984375 0.859375  0.9140625 0.890625  0.8984375],0.624413145539906,0.60093896713615,0.845215759849906,1,1,1,0.703703703703704,0.871559633027523,0.618472124206069,0.686346863468635,0.902912621359223,0.610547219770521,0.860287891617273,0.954887218045113,0.845421137112444
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113,8, low_bits_5, svd,1278,426,426,0.6,0.2,0.2, [0.84765625 0.86328125 0.81640625 0.8125     0.86220472],0.694835680751174,0.685446009389671,0.864788732394366,0.981012658227848,0.970266040688576,0.981220657276995,0.74609375,0.872146118721461,0.689696247766528,0.718487394957983,0.818181818181818,0.687892752408881,0.872113676731794,0.920337394564199,0.864684219389343
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,570,190,190,0.6,0.2,0.2, [0.85087719 0.78947368 0.83333333 0.77192982 0.86842105],0.8,0.763157894736842,0.887368421052632,0.958333333333333,0.968421052631579,0.957894736842105,0.819047619047619,0.914893617021277,0.801196808510638,0.771573604060914,0.853932584269663,0.768550450550673,0.891149542217701,0.935897435897436,0.888073199276519
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svd,26,87,113,8, low_bits_4_shifted_2, svd,1320,440,440,0.6,0.2,0.2, [0.93560606 0.95075758 0.93939394 0.92424242 0.91666667],0.702272727272727,0.688636363636364,0.861363636363636,0.971295577967417,0.948484848484848,0.971969696969697,0.72421052631579,0.792626728110599,0.703488251947676,0.717525773195876,0.828571428571429,0.69472049689441,0.864384170742552,0.894204231830727,0.861747219239712
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svd,4,148,152,6, low_bits_4_shifted_2, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.75806452 0.7826087  0.82065217 0.80434783 0.82065217],0.693811074918567,0.638436482084691,0.786458333333333,0.874617737003058,0.93058568329718,0.866594360086768,0.718562874251497,0.805369127516778,0.696988361226744,0.674486803519062,0.793103448275862,0.646551724137931,0.801932367149758,0.879470198675497,0.788006546200745
svm_model_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104,12, low_bits_3, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.77932961 0.7877095  0.77094972 0.75418994 0.77932961],0.866894197952218,0.83617747440273,0.79503367003367,0.783315276273023,0.807821229050279,0.776536312849162,0.882882882882883,0.96078431372549,0.862535014005602,0.845161290322581,0.935714285714286,0.840406162464986,0.804339092004821,0.842592592592593,0.79503367003367
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102,12, low_bits_4, svdn,1740,580,580,0.6,0.2,0.2, [0.49425287 0.52873563 0.50574713 0.53735632 0.53448276],0.528301886792453,0.50314465408805,0.869949494949495,0.999424956871765,0.998850574712644,0.999425287356322,0.539877300613497,0.508670520231214,0.530197329081124,0.493589743589744,0.531034482758621,0.505401634442894,0.870004206983593,0.87037037037037,0.869949494949495
ensemble_model_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154,6, lab, svdne,894,298,298,0.6,0.2,0.2, [0.9        0.82777778 0.87640449 0.81460674 0.88202247],0.855704697986577,0.879194630872483,0.912080536912752,0.943965517241379,0.979865771812081,0.941834451901566,0.853242320819113,0.850340136054422,0.855633644186151,0.878378378378378,0.860927152317881,0.879443167995675,0.913645352669743,0.930201342281879,0.912080536912752
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70,12, low_bits_5, svdn,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.66666667 0.67473118 0.67741935 0.68817204 0.68918919],0.571428571428571,0.501930501930502,0.864057239057239,0.956061408152462,0.972012917115178,0.955328310010764,0.602150537634409,0.67741935483871,0.575746714456392,0.527472527472527,0.533333333333333,0.500537634408602,0.867677181482999,0.891414141414141,0.864057239057239
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113,8, low_bits_4, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.56837607 0.58547009 0.54700855 0.57692308 0.52586207],0.547557840616967,0.544987146529563,0.809352517985611,0.984347826086956,0.969178082191781,0.98458904109589,0.607142857142857,0.708333333333333,0.549598138747885,0.632016632016632,0.795811518324607,0.549420910677455,0.821548821548821,0.883143743536711,0.809804762473156
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svdn,4,148,152, zones, lab, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.47933884 0.54132231 0.49173554 0.49586777 0.52916667],0.524875621890547,0.492537313432836,0.791252485089463,0.979287489643745,0.978476821192053,0.979304635761589,0.516455696202532,0.502463054187192,0.525100873827264,0.454545454545455,0.431472081218274,0.491345796706698,0.78744939271255,0.774900398406374,0.791220040473029
ensemble_model_v2_N32_B34_E66_nb_zones_12_low_bits_6_svdne,32,34,66, zones, low_bits_6, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.91142857 0.92       0.92       0.90857143 0.92      ],0.63258785942492,0.60702875399361,0.898989898989899,0.998857142857143,0.998857142857143,0.998857142857143,0.676056338028169,0.769230769230769,0.633023027927486,0.641399416909621,0.700636942675159,0.606728727747836,0.901960784313726,0.929292929292929,0.898989898989899
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152,6, low_bits_5, svd,810,270,270,0.6,0.2,0.2, [0.81481481 0.75925926 0.79012346 0.77777778 0.80864198],0.72962962962963,0.755555555555556,0.78,0.801507537688442,0.787654320987654,0.804938271604938,0.750853242320819,0.785714285714286,0.727472527472527,0.746153846153846,0.788617886178862,0.758254521320723,0.779836916234248,0.787425149700599,0.780076211213936
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.81868132 0.78571429 0.85714286 0.7967033  0.81318681],0.772277227722772,0.765676567656766,0.856200527704485,0.915584415584416,0.92967032967033,0.914285714285714,0.767676767676768,0.802816901408451,0.774079258157642,0.794202898550725,0.83030303030303,0.75935441370224,0.860791826309068,0.884514435695538,0.856050321296045
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdn,32,84,116,4, low_bits_4_shifted_2, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.609375   0.5859375  0.57142857 0.53174603 0.61904762],0.459715639810427,0.440758293838863,0.776515151515152,0.993650793650794,0.987381703470032,0.993690851735016,0.5,0.513513513513513,0.456756756756757,0.427184466019417,0.431372549019608,0.440456916711639,0.778195488721805,0.781132075471698,0.77649759667121
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116,4, low_bits_5, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.81355932 0.83898305 0.8362069  0.82758621 0.81896552],0.675257731958763,0.649484536082474,0.86522633744856,1,1,1,0.734177215189873,0.925531914893617,0.682765957446808,0.690909090909091,0.844444444444444,0.662606837606838,0.874159462055716,0.955882352941176,0.867054079696395
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113,8, low_bits_6, svd,1312,437,437,0.600182982616651,0.199908508691674,0.199908508691674, [0.93939394 0.9389313  0.95038168 0.91603053 0.9351145 ],0.775743707093821,0.789473684210526,0.902104300091491,0.981481481481482,0.969512195121951,0.981707317073171,0.779279279279279,0.779279279279279,0.775686151267547,0.799126637554585,0.855140186915888,0.790798793009513,0.902638762511374,0.908424908424908,0.90211007761282
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108,10, low_bits_6, svdn,1560,520,520,0.6,0.2,0.2, [0.5224359  0.51602564 0.50961538 0.51282051 0.53205128],0.524509803921569,0.526960784313726,0.835858585858586,0.99807568954458,0.997435897435897,0.998076923076923,0.546728971962617,0.565217391304348,0.523902227990482,0.541567695961995,0.567164179104478,0.527543442209244,0.838039867109635,0.849326599326599,0.835858585858586
ensemble_model_N26_B87_E113_nb_zones_10_lab_svd,26,87,113,10, lab, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.96938776 0.93877551 0.94897959 0.95547945 0.95890411],0.905494505494506,0.876923076923077,0.942760942760943,0.974429854872149,0.961800818553888,0.974761255115962,0.90293453724605,0.888888888888889,0.905314009661836,0.879310344827586,0.88695652173913,0.876811594202898,0.942225998300765,0.933501683501684,0.942760942760943
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116,6, low_bits_4, svdn,948,316,316,0.6,0.2,0.2, [0.61052632 0.53157895 0.55263158 0.62631579 0.57978723],0.550632911392405,0.560126582278481,0.736708860759494,0.869312681510165,0.947257383966245,0.857594936708861,0.634020618556701,0.727810650887574,0.537374713198889,0.614958448753463,0.711538461538462,0.562019230769231,0.7665544332211,0.854818523153942,0.735347801909878
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116,8, low_bits_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.8125     0.8        0.82916667 0.77731092 0.84033613],0.809045226130653,0.778894472361809,0.835843373493976,0.870532168387609,0.916387959866221,0.86371237458194,0.802083333333333,0.814814814814815,0.809321283005493,0.797235023041474,0.827751196172249,0.776309460519987,0.84256138661531,0.878514056224899,0.835843373493976
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113,10, low_bits_3, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.78187919 0.81543624 0.81543624 0.7852349  0.80201342],0.801354401805869,0.817155756207675,0.810185185185185,0.815686274509804,0.83758389261745,0.810738255033557,0.804444444444444,0.85377358490566,0.803510169076207,0.825806451612903,0.831168831168831,0.816527811810831,0.815541922290388,0.839225589225589,0.810185185185185
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_2_svdne,40,30,70, zones, low_bits_2, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.83152174 0.84699454 0.84972678 0.85519126 0.8579235 ],0.757352941176471,0.753676470588235,0.867845117845118,0.901362397820164,0.902838427947598,0.901200873362445,0.785714285714286,0.858156028368794,0.753505495100428,0.774410774410774,0.877862595419847,0.758080233880136,0.871311475409836,0.894781144781145,0.867845117845118
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svd,32,84,116, zones, lab, svd,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.91532258 0.94308943 0.94308943 0.93902439 0.90650407],0.865853658536585,0.88780487804878,0.939571150097466,0.981285598047193,0.978896103896104,0.981331168831169,0.871194379391101,0.93,0.867380952380952,0.897777777777778,0.94392523364486,0.885227922944879,0.941120607787274,0.962135922330097,0.939482833963483
svm_model_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104,12, low_bits_2, svdne,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.77428571 0.82471264 0.8362069  0.82183908 0.81034483],0.779179810725552,0.804416403785489,0.809343434343434,0.810171496156121,0.786452353616533,0.815729047072331,0.80225988700565,0.830409356725146,0.774793719458464,0.8,0.849315068493151,0.80769846991909,0.807643312101911,0.800505050505051,0.809343434343434
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116,4, low_bits_6, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.97619048 0.97619048 0.94444444 0.98387097 0.9516129 ],0.764423076923077,0.740384615384615,0.900191938579654,0.998405103668262,1,0.998402555910543,0.769953051643193,0.811881188118812,0.765753678171556,0.756756756756757,0.807692307692308,0.740384615384615,0.902071563088512,0.924710424710425,0.900332311591854
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.82113821 0.8647541  0.82377049 0.83606557 0.83606557],0.759213759213759,0.766584766584767,0.848722986247544,0.907183212267958,0.919803600654664,0.905891980360066,0.776255707762557,0.83743842364532,0.759405486332464,0.784580498866213,0.84390243902439,0.766010625452789,0.854579792256846,0.888125613346418,0.848684242268096
ensemble_model_v2_N8_B146_E154_nb_zones_6_lab_svdne,8,146,154, zones, lab, svdne,1008,336,336,0.6,0.2,0.2, [0.85148515 0.78712871 0.79207921 0.81188119 0.8       ],0.851190476190476,0.880952380952381,0.892857142857143,0.911591355599214,0.920634920634921,0.910714285714286,0.855491329479769,0.896969696969697,0.851993620414673,0.878787878787879,0.900621118012422,0.881739130434783,0.893742621015348,0.912048192771084,0.893082919914954
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.79508197 0.86065574 0.81967213 0.86885246 0.80833333],0.782178217821782,0.742574257425743,0.905138339920949,1,1,1,0.819672131147541,0.91743119266055,0.770543553319523,0.775862068965517,0.891089108910891,0.742574257425742,0.911439114391144,0.961089494163424,0.904239526198178
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svd,4,148,152, zones, low_bits_4_shifted_2, svd,930,310,310,0.6,0.2,0.2, [0.79032258 0.7688172  0.77419355 0.78494624 0.7311828 ],0.72258064516129,0.683870967741935,0.814193548387097,0.885964912280702,0.868817204301075,0.888172043010753,0.751445086705202,0.833333333333333,0.721861471861472,0.72316384180791,0.831168831168831,0.684815184815185,0.821339950372208,0.854193548387097,0.814193548387097
svm_model_N40_B80_E120_nb_zones_4_low_bits_2_svd,40,80,120,4, low_bits_2, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.87234043 0.86170213 0.89361702 0.88297872 0.85106383],0.833333333333333,0.807692307692308,0.860613810741688,0.896281800391389,0.974468085106383,0.887234042553192,0.816901408450704,0.840579710144927,0.834082958520739,0.829545454545455,0.829545454545455,0.804478609625668,0.868516284680338,0.918367346938775,0.860465724751439
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120,6, low_bits_3, svd,906,302,302,0.6,0.2,0.2, [0.82967033 0.85164835 0.83516484 0.85555556 0.87777778],0.771523178807947,0.751655629139073,0.858940397350993,0.92604501607717,0.95364238410596,0.923841059602649,0.747252747252747,0.71830985915493,0.768529929577465,0.744027303754266,0.68125,0.756117957746479,0.85790527018012,0.851655629139073,0.858940397350993
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svdn,4,98,102, zones, low_bits_3, svdn,1824,608,608,0.6,0.2,0.2, [0.46994536 0.50546448 0.51923077 0.45604396 0.5       ],0.485507246376812,0.481884057971014,0.877946127946128,0.997266265718972,1,0.997258771929824,0.517006802721088,0.550724637681159,0.485507246376812,0.452107279693487,0.427536231884058,0.481884057971014,0.878355704697987,0.881313131313131,0.877946127946128
svm_model_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152,8, lab, svdne,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.89189189 0.85454545 0.85454545 0.90454545 0.89090909],0.866485013623978,0.828337874659401,0.866557734204793,0.883842794759825,0.918330308529946,0.879310344827586,0.875949367088607,0.873737373737374,0.865862769708924,0.828337874659401,0.839779005524862,0.828491653300065,0.871525957000524,0.893548387096774,0.866200242113509
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152,6, low_bits_5, svd,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.83684211 0.85789474 0.80526316 0.7712766  0.78191489],0.707936507936508,0.714285714285714,0.835659898477157,0.919032597266036,0.923890063424947,0.918604651162791,0.72289156626506,0.759493670886076,0.707772313150044,0.756756756756757,0.782122905027933,0.703561452513966,0.843315184513007,0.860493827160494,0.834946652483641
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svdn,8,96,104, zones, low_bits_6, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.47175141 0.48305085 0.50564972 0.48870056 0.50852273],0.460526315789474,0.404605263157895,0.851851851851852,0.996038483305037,0.995475113122172,0.9960407239819,0.484276729559748,0.48125,0.459375,0.394648829431438,0.409722222222222,0.404861111111111,0.852348993288591,0.855218855218855,0.851851851851852
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152,6, low_bits_6, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.54117647 0.58823529 0.56547619 0.51785714 0.5       ],0.508896797153025,0.459074733096085,0.590327169274538,0.667441860465116,0.680094786729858,0.661137440758294,0.527397260273973,0.574626865671642,0.511803228754188,0.457142857142857,0.488549618320611,0.460941475826972,0.597765363128492,0.622998544395924,0.591054209611036
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdn,32,84,116, zones, low_bits_4_shifted_2, svdn,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.47727273 0.56060606 0.56060606 0.50757576 0.48461538],0.538812785388128,0.520547945205479,0.81021897810219,0.996951219512195,0.993920972644377,0.996960486322188,0.534562211981567,0.513274336283186,0.539656036066121,0.533333333333333,0.508474576271186,0.521564020808861,0.810564663023679,0.794642857142857,0.810567697228145
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.53       0.51677852 0.5        0.50671141 0.50671141],0.565610859728507,0.531674208144796,0.828703703703704,0.994630872483222,0.993297587131367,0.994638069705094,0.559633027522936,0.564814814814815,0.565593248115372,0.541019955654102,0.539823008849557,0.531485578498853,0.828775767774506,0.829124579124579,0.828703703703704
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdn,40,30,70, zones, low_bits_4_shifted_2, svdn,1722,574,574,0.6,0.2,0.2, [0.68208092 0.63081395 0.65406977 0.68313953 0.69186047],0.498470948012232,0.519877675840978,0.832491582491583,0.956125356125356,0.97444831591173,0.955284552845528,0.523255813953488,0.508474576271186,0.497570621468927,0.516923076923077,0.56,0.522937853107345,0.835808580858086,0.852693602693603,0.832491582491583
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdn,8,96,104, zones, low_bits_4_shifted_2, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.46571429 0.53142857 0.52       0.45714286 0.52857143],0.520766773162939,0.492012779552716,0.867845117845118,0.997141223556318,0.996571428571428,0.997142857142857,0.496644295302013,0.496644295302013,0.519663611065641,0.516717325227964,0.518292682926829,0.490689965624489,0.867845117845118,0.867845117845118,0.867845117845118
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svd,26,87,113,8, low_bits_4_shifted_2, svd,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.90540541 0.87837838 0.91891892 0.90540541 0.90454545],0.796747967479675,0.772357723577236,0.897616468039003,0.972527472527472,0.958483754512635,0.972924187725632,0.786324786324786,0.726315789473684,0.798912084680976,0.75,0.711864406779661,0.76999470338983,0.893760539629005,0.863192182410423,0.897542037151158
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113,8, low_bits_5, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.90082645 0.87603306 0.8677686  0.8677686  0.89166667],0.708955223880597,0.699004975124378,0.881709741550696,1,1,1,0.725995316159251,0.775,0.709282178217822,0.711217183770883,0.745,0.699232673267327,0.88412852969815,0.904382470119522,0.881754727123253
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116,4, low_bits_5, svdn,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.61538462 0.56730769 0.59615385 0.64423077 0.69230769],0.578034682080925,0.61271676300578,0.61431870669746,0.719653179190751,0.957692307692308,0.626923076923077,0.683982683982684,0.887640449438202,0.568820224719101,0.691244239631336,0.914634146341463,0.627646743500402,0.707017543859649,0.935034802784223,0.615793263461077
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svd,40,80,120,4, low_bits_2, svd,480,160,160,0.6,0.2,0.2, [0.75       0.78125    0.69791667 0.85416667 0.8125    ],0.825,0.76875,0.855,0.901353965183752,0.970833333333333,0.89375,0.81578947368421,0.939393939393939,0.842037395228885,0.797814207650273,0.848837209302326,0.762256442489001,0.863849765258216,0.938775510204082,0.856642657062825
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104,12, low_bits_4, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.48850575 0.47413793 0.50574713 0.48275862 0.50289017],0.498432601880878,0.529780564263323,0.869528619528619,1,1,1,0.51219512195122,0.51219512195122,0.498033044846578,0.525316455696203,0.535483870967742,0.529937057435091,0.869857262804366,0.872053872053872,0.869528619528619
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116,4, low_bits_6, svd,706,235,235,0.600340136054422,0.199829931972789,0.199829931972789, [0.98591549 0.98591549 0.97887324 1.         0.96428571],0.795744680851064,0.723404255319149,0.898809523809524,0.991428571428571,0.98300283286119,0.991501416430595,0.823529411764706,0.910569105691057,0.790105981416957,0.760147601476015,0.872881355932203,0.722765464290888,0.904263877715205,0.946127946127946,0.898321705022736
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.79391892 0.76530612 0.81972789 0.79251701 0.79251701],0.798672566371681,0.800884955752212,0.851430976430976,0.886543535620053,0.91304347826087,0.883152173913044,0.804301075268817,0.772727272727273,0.800649350649351,0.778325123152709,0.752380952380952,0.797678079496261,0.852115626309175,0.856060606060606,0.851430976430976
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116,6, low_bits_4, svdn,828,276,276,0.6,0.2,0.2, [0.59638554 0.56626506 0.59036145 0.56024096 0.53658537],0.58695652173913,0.590579710144927,0.82536231884058,0.982800982800983,0.966183574879227,0.983091787439614,0.660714285714286,0.787234042553192,0.582505910165485,0.654434250764526,0.764285714285714,0.588025210084034,0.836831415030467,0.889208633093525,0.824896287349682
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.79375    0.76875    0.8375     0.79746835 0.7721519 ],0.671698113207547,0.724528301886792,0.835595776772247,0.928395061728395,0.944723618090452,0.92713567839196,0.678966789667897,0.605263157894737,0.683162552398696,0.697095435684647,0.661417322834646,0.72201300924341,0.835098335854766,0.815361890694239,0.836032255054361
svm_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdne,32,84,116,4, low_bits_4_shifted_2, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.90322581 0.9516129  0.90322581 0.91935484 0.91129032],0.674757281553398,0.645631067961165,0.854651162790698,0.983766233766234,0.977419354838709,0.983870967741936,0.724279835390946,0.854368932038835,0.674757281553398,0.657276995305164,0.804597701149425,0.667004732927654,0.860074626865672,0.922,0.856676691729323
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116,8, low_bits_3, svdn,1242,414,414,0.6,0.2,0.2, [0.6        0.625      0.63709677 0.60483871 0.60080645],0.608695652173913,0.606280193236715,0.617391304347826,0.636575875486381,0.658615136876006,0.623993558776167,0.628440366972477,0.678217821782178,0.610335325985429,0.633707865168539,0.658878504672897,0.604439252336449,0.634349030470914,0.662487945998071,0.61730399236012
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.93636364 0.94545455 0.95       0.95454545 0.92727273],0.756830601092896,0.770491803278688,0.891375545851528,0.976234003656307,0.970909090909091,0.976363636363636,0.753462603878116,0.781609195402299,0.757992097701149,0.798076923076923,0.882978723404255,0.767332058331341,0.893639764831641,0.916666666666667,0.891485507246377
svm_model_N8_B146_E154_nb_zones_8_lab_svd,8,146,154,8, lab, svd,1042,347,347,0.600230414746544,0.199884792626728,0.199884792626728, [0.91904762 0.88942308 0.86057692 0.88461538 0.86057692],0.873198847262248,0.855907780979827,0.887096774193548,0.901353965183752,0.894433781190019,0.9021113243762,0.876404494382022,0.906976744186046,0.873488372093023,0.871794871794872,0.913978494623656,0.851399185200027,0.889887640449438,0.901023890784983,0.886918013070438
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svdn,40,30,70, zones, low_bits_6, svdn,1662,554,554,0.6,0.2,0.2, [0.66467066 0.71987952 0.64759036 0.64156627 0.6746988 ],0.546218487394958,0.557422969187675,0.840909090909091,0.965599051008303,0.979542719614922,0.965102286401925,0.610576923076923,0.675531914893617,0.538949389399471,0.598984771573604,0.698224852071006,0.564537957950397,0.848557692307692,0.891414141414141,0.840909090909091
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdne,4,148,152,6, low_bits_4_shifted_2, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.75609756 0.7654321  0.7962963  0.81481481 0.7345679 ],0.637037037037037,0.637037037037037,0.730769230769231,0.814977973568282,0.911330049261084,0.793103448275862,0.715116279069767,0.931818181818182,0.643445322793149,0.689873417721519,0.865079365079365,0.651289682539683,0.767857142857143,0.906626506024096,0.733836508826002
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116,4, low_bits_5, svdn,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [0.53703704 0.60185185 0.50925926 0.55660377 0.6509434 ],0.595505617977528,0.567415730337079,0.826233183856502,0.988679245283019,0.977611940298508,0.988805970149254,0.625,0.697674418604651,0.598837209302326,0.613065326633166,0.717647058823529,0.573877292852625,0.831704668838219,0.872437357630979,0.826947155636682
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.98333333 0.95833333 0.98333333 0.96610169 0.94067797],0.757575757575758,0.792929292929293,0.909274193548387,0.998324958123953,1,0.998322147651007,0.747368421052632,0.788888888888889,0.760185185185185,0.787564766839378,0.844444444444444,0.797222222222222,0.908163265306122,0.930962343096234,0.910033700730996
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,582,194,194,0.6,0.2,0.2, [0.8220339  0.86206897 0.86206897 0.88793103 0.88793103],0.793814432989691,0.84020618556701,0.888659793814433,0.938842975206611,0.975945017182131,0.936426116838488,0.813084112149533,0.896907216494845,0.793814432989691,0.855813953488372,0.929292929292929,0.83833067517278,0.895551257253385,0.950718685831622,0.888402821176681
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdn,16,92,108,10, low_bits_4_shifted_2, svdn,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.48366013 0.46732026 0.50980392 0.51315789 0.49013158],0.48,0.484705882352941,0.814814814814815,1,1,1,0.482435597189695,0.483568075117371,0.479991584728497,0.505643340857788,0.528301886792453,0.484808220391532,0.816360601001669,0.823232323232323,0.814814814814815
ensemble_model_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152,8, lab, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.8677686  0.86363636 0.8375     0.84166667 0.89166667],0.887780548628429,0.885286783042394,0.887836490528415,0.891233766233766,0.911960132890366,0.888704318936877,0.89977728285078,0.966507177033493,0.884295255183413,0.892523364485981,0.974489795918367,0.887244897959184,0.893314366998578,0.93545183714002,0.88764583848993
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdne,32,84,116,4, low_bits_4_shifted_2, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.89830508 0.91525424 0.92241379 0.93965517 0.90517241],0.706185567010309,0.670103092783505,0.856995884773662,0.969178082191781,0.969178082191781,0.969178082191781,0.759493670886076,0.947368421052632,0.711057947900053,0.728813559322034,0.877551020408163,0.667942176870748,0.868495742667928,0.946391752577319,0.857179449183937
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152,6, low_bits_6, svdn,1006,335,335,0.600238663484487,0.199880668257757,0.199880668257757, [0.45049505 0.48019802 0.45544554 0.495      0.415     ],0.519402985074627,0.522388059701493,0.808472553699284,1,1,1,0.498442367601246,0.496894409937888,0.51856214749768,0.53757225433526,0.53448275862069,0.521899764403513,0.808129109384339,0.806682577565632,0.808472553699284
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108,10, low_bits_5, svdn,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.49025974 0.51623377 0.51633987 0.58169935 0.54248366],0.501187648456057,0.505938242280285,0.824074074074074,1,1,1,0.560669456066946,0.656862745098039,0.505850727387729,0.563025210084034,0.617511520737327,0.502383211349056,0.831993569131833,0.871212121212121,0.824074074074074
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,1182,394,394,0.6,0.2,0.2, [0.59243697 0.5720339  0.54661017 0.51694915 0.53813559],0.5,0.568527918781726,0.790355329949239,0.961474036850921,0.971235194585448,0.961082910321489,0.540792540792541,0.613756613756614,0.504439282488063,0.611872146118721,0.683673469387755,0.569109461966605,0.799611838913149,0.844262295081967,0.790843421182835
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120,6, low_bits_3, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.79896907 0.79381443 0.80729167 0.83333333 0.83854167],0.766355140186916,0.741433021806854,0.833748443337484,0.890672016048145,0.921161825726141,0.886929460580913,0.78134110787172,0.832298136645963,0.766149068322981,0.749244712990937,0.784810126582278,0.742098314824881,0.840215439856373,0.876404494382022,0.833854421104055
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svdn,8,96,104, zones, low_bits_5, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.51657459 0.51933702 0.51104972 0.56629834 0.50277778],0.485915492957747,0.524647887323944,0.878367003367003,0.995575221238938,0.995575221238938,0.995575221238938,0.485915492957747,0.479166666666667,0.486011904761905,0.519572953736655,0.521428571428571,0.524603174603175,0.878213232195533,0.877104377104377,0.878367003367003
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116,8, low_bits_2, svd,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.81102362 0.79133858 0.80555556 0.80952381 0.83333333],0.836104513064133,0.812351543942993,0.847578347578348,0.871375464684015,0.927215189873417,0.863132911392405,0.849673202614379,0.898617511520737,0.834112677328996,0.820861678004535,0.85781990521327,0.812243285939968,0.857015590200446,0.907547169811321,0.847177026588261
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108,12, low_bits_3, svd,1776,592,592,0.6,0.2,0.2, [0.84269663 0.85393258 0.83707865 0.83050847 0.83333333],0.716666666666667,0.733333333333333,0.810185185185185,0.843029637760703,0.864864864864865,0.838963963963964,0.715719063545151,0.672955974842767,0.719456710825639,0.71830985915493,0.723404255319149,0.732771310049512,0.812474012474013,0.822390572390572,0.810185185185185
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svd,26,87,113, zones, lab, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.96232877 0.95205479 0.93150685 0.95890411 0.94178082],0.868995633187773,0.827510917030568,0.93013468013468,0.981236970118137,0.967123287671233,0.981506849315068,0.884169884169884,0.974468085106383,0.866157809369335,0.84952380952381,1,0.831914893617021,0.933118452860596,0.974747474747475,0.93013468013468
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70,12, low_bits_4, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.84340659 0.81318681 0.84615385 0.82692308 0.81868132],0.723021582733813,0.751798561151079,0.912457912457912,0.966304347826087,0.976923076923077,0.965934065934066,0.715867158671587,0.664383561643836,0.726131174761312,0.718367346938776,0.666666666666667,0.747716894977169,0.911714770797963,0.904040404040404,0.912457912457912
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdne,4,148,152,6, low_bits_4_shifted_2, svdne,924,308,308,0.6,0.2,0.2, [0.70967742 0.72580645 0.72826087 0.73913043 0.7173913 ],0.733766233766234,0.698051948051948,0.823376623376623,0.895135135135135,0.896103896103896,0.895021645021645,0.715277777777778,0.664516129032258,0.734218848829855,0.678200692041522,0.662162162162162,0.696706081081081,0.818908122503329,0.803921568627451,0.82325110689437
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_4_shifted_2_svdne,32,84,116, zones, low_bits_4_shifted_2, svdne,564,188,188,0.6,0.2,0.2, [0.94736842 0.92105263 0.94642857 0.91071429 0.9375    ],0.696808510638298,0.712765957446808,0.871276595744681,0.981949458483754,0.964539007092198,0.982269503546099,0.716417910447761,0.765957446808511,0.696808510638298,0.721649484536082,0.795454545454545,0.717727272727273,0.872497365648051,0.892241379310345,0.871540857722399
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.63793103 0.68421053 0.6754386  0.53508772 0.5877193 ],0.494736842105263,0.463157894736842,0.783613445378151,0.986111111111111,0.993006993006993,0.986013986013986,0.575221238938053,0.68421052631579,0.494736842105263,0.532110091743119,0.58,0.456666666666667,0.798039215686275,0.846153846153846,0.782949534541891
svm_model_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116,8, lab, svdn,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.66666667 0.69827586 0.68103448 0.63793103 0.70258621],0.705426356589147,0.697674418604651,0.68801652892562,0.720180045011253,0.826161790017212,0.679001721170396,0.748898678414097,0.862944162436548,0.702524712797222,0.718072289156627,0.818681318681319,0.704462610560172,0.725703905540418,0.832291666666667,0.689199112021858
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116,4, low_bits_6, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.6440678  0.61864407 0.66101695 0.57627119 0.72033898],0.454081632653061,0.5,0.624236252545825,0.753753753753754,0.850847457627119,0.722033898305085,0.556016597510373,0.676767676767677,0.451785900239508,0.558558558558559,0.746987951807229,0.532786011301845,0.673162090345438,0.79664570230608,0.629015920459971
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102,12, low_bits_2, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.52419355 0.5188172  0.47043011 0.49459459 0.48648649],0.492307692307692,0.476923076923077,0.512626262626263,0.566276803118908,0.626077586206897,0.520474137931034,0.574193548387097,0.679389312977099,0.490857447186224,0.540540540540541,0.62015503875969,0.478016450677555,0.564334085778781,0.631313131313131,0.512626262626263
ensemble_model_v2_N40_B30_E70_nb_zones_12_lab_svdne,40,30,70, zones, lab, svdne,1898,632,632,0.600253004427577,0.199873497786211,0.199873497786211, [0.97894737 0.98157895 0.99473684 0.99736842 0.99206349],0.820083682008368,0.815899581589958,0.963383838383838,1,1,1,0.824489795918367,0.821138211382114,0.820051864311747,0.798165137614679,0.75,0.814024390243903,0.963151207115629,0.957070707070707,0.963383838383838
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152,6, low_bits_5, svdn,1024,341,341,0.600234466588511,0.199882766705744,0.199882766705744, [0.52427184 0.48543689 0.52941176 0.48529412 0.50490196],0.513196480938416,0.510263929618768,0.542790152403282,0.620220900594732,0.712890625,0.5634765625,0.569948186528497,0.635838150289017,0.51137145609689,0.581453634085213,0.69047619047619,0.512868153041564,0.602446483180428,0.69284876905041,0.542790152403282
ensemble_model_N8_B146_E154_nb_zones_8_lab_svd,8,146,154,8, lab, svd,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.90944882 0.8976378  0.91732283 0.88582677 0.92913386],0.799054373522459,0.825059101654846,0.87523629489603,0.919908466819222,0.949606299212598,0.917322834645669,0.807256235827664,0.835680751173709,0.798792756539235,0.824644549763033,0.828571428571429,0.825083836351442,0.878564857405704,0.902646502835539,0.87523629489603
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svdn,4,98,102, zones, low_bits_4, svdn,1770,590,590,0.6,0.2,0.2, [0.51129944 0.48587571 0.49152542 0.47457627 0.48587571],0.524752475247525,0.528052805280528,0.873316498316498,0.992090395480226,0.992090395480226,0.992090395480226,0.516778523489933,0.557971014492754,0.527470355731225,0.537216828478964,0.503030303030303,0.530500658761528,0.873369793857804,0.873737373737374,0.873316498316498
svm_model_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120,4, low_bits_2, svdn,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.6015625  0.57936508 0.5952381  0.56349206 0.57936508],0.547619047619048,0.566666666666667,0.581749049429658,0.590322580645161,0.579113924050633,0.598101265822785,0.522613065326633,0.485981308411215,0.548815896924054,0.591928251121076,0.564102564102564,0.566997518610422,0.577735124760077,0.557407407407407,0.582414641203704
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.54651163 0.56976744 0.61627907 0.54651163 0.51162791],0.685314685314685,0.58041958041958,0.838687150837989,0.975438596491228,0.969767441860465,0.975581395348837,0.683098591549296,0.642384105960265,0.687858719646799,0.586206896551724,0.582191780821918,0.580381604696673,0.838348495451364,0.823933975240715,0.838917342230287
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104,12, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.83615819 0.79661017 0.79378531 0.83898305 0.78409091],0.809210526315789,0.743421052631579,0.846801346801347,0.873333333333333,0.889140271493213,0.8710407239819,0.824242424242424,0.85,0.806944444444444,0.736486486486487,0.756944444444444,0.744097222222222,0.849958779884584,0.867845117845118,0.846801346801347
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svd,26,87,113, zones, low_bits_4_shifted_2, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.916      0.904      0.868      0.90725806 0.90322581],0.720481927710843,0.759036144578313,0.884874759152216,0.981255093724532,0.966292134831461,0.981540930979133,0.73394495412844,0.727272727272727,0.72004662004662,0.754901960784314,0.806282722513089,0.762516361256544,0.884596813133752,0.885880077369439,0.88487861833923
svm_model_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116,4, low_bits_5, svdne,546,182,182,0.6,0.2,0.2, [0.85454545 0.88181818 0.81818182 0.88888889 0.84259259],0.659340659340659,0.620879120879121,0.831868131868132,0.959409594095941,0.952380952380952,0.95970695970696,0.723214285714286,0.81,0.64280487804878,0.656716417910448,0.741573033707865,0.623474688896943,0.841778697001034,0.880952380952381,0.83110119047619
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.50342466 0.54794521 0.53448276 0.52758621 0.53103448],0.468546637744035,0.464208242950109,0.779461279461279,0.978082191780822,0.982118294360385,0.977991746905089,0.470842332613391,0.469827586206897,0.46853824725192,0.44988864142539,0.441048034934498,0.46405850022587,0.779089376053963,0.777777777777778,0.779461279461279
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113,10, low_bits_2, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.8        0.83       0.86333333 0.82666667 0.84899329],0.769931662870159,0.83371298405467,0.827861952861953,0.851359898798229,0.898531375166889,0.843124165554072,0.779956427015251,0.864734299516908,0.775039563551557,0.854870775347913,0.926724137931034,0.828096368482425,0.839166338969721,0.898148148148148,0.827861952861953
ensemble_model_v2_N4_B148_E152_nb_zones_8_lab_svdne,4,148,152, zones, lab, svdne,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.87692308 0.86538462 0.87209302 0.84883721 0.84496124],0.839907192575406,0.870069605568446,0.891929499072356,0.920588235294118,0.967542503863987,0.916537867078825,0.839907192575406,0.870192307692308,0.84092575025871,0.876106194690265,0.9,0.869431279620853,0.896121266161391,0.934883720930232,0.89204870597853
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_shifted_2_svdne,4,148,152, zones, low_bits_4_shifted_2, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.84444444 0.82022472 0.84269663 0.80337079 0.85393258],0.723905723905724,0.69023569023569,0.833781965006729,0.918617614269788,0.923766816143498,0.918161434977578,0.783068783068783,0.942675159235669,0.710623293903549,0.727810650887574,0.866197183098591,0.697614720581554,0.846869187848729,0.916778523489933,0.833557952703131
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.84274194 0.85080645 0.86178862 0.82926829 0.80894309],0.732360097323601,0.664233576642336,0.874513618677043,0.99184339314845,0.985413290113452,0.991896272285251,0.760869565217391,0.833333333333333,0.730099502487562,0.703862660944206,0.803921568627451,0.665245808468315,0.880111524163569,0.918525703200776,0.8743848028199
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104,12, low_bits_2, svdne,1710,570,570,0.6,0.2,0.2, [0.7748538  0.79824561 0.78947368 0.80701754 0.83918129],0.834834834834835,0.798798798798799,0.853535353535353,0.871444823663254,0.895906432748538,0.867836257309942,0.843304843304843,0.880952380952381,0.834415584415584,0.808022922636103,0.854545454545455,0.799296536796537,0.858421480878763,0.888047138047138,0.853535353535353
svm_model_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108,12, lab, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.59269663 0.56460674 0.57627119 0.5960452  0.59039548],0.558139534883721,0.621262458471761,0.599747474747475,0.622317596566524,0.653889515219842,0.60315670800451,0.566775244299674,0.568627450980392,0.557962374138845,0.636942675159236,0.675675675675676,0.622151563328034,0.617303822937626,0.645622895622896,0.599747474747475
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113,10, low_bits_3, svd,1554,518,518,0.6,0.2,0.2, [0.82051282 0.78846154 0.81935484 0.84516129 0.84193548],0.746958637469586,0.763990267639903,0.833333333333333,0.876816171825647,0.893178893178893,0.874517374517374,0.778723404255319,0.867298578199052,0.743649289099526,0.787746170678337,0.9,0.767535545023697,0.842231075697211,0.88973063973064,0.833333333333333
svm_model_N40_B80_E120_nb_zones_4_lab_svd,40,80,120,4, lab, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.9921875  0.984375   1.         0.97619048 0.97619048],0.862559241706161,0.838862559241706,0.940340909090909,1,1,1,0.866359447004608,0.895238095238095,0.862713387241689,0.833333333333333,0.885416666666667,0.842708333333333,0.940284360189574,0.957528957528958,0.940660389545148
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108,10, low_bits_4, svdne,1494,498,498,0.6,0.2,0.2, [0.74       0.75666667 0.72483221 0.73825503 0.75167785],0.696145124716553,0.716553287981859,0.775673400673401,0.819973718791064,0.835341365461847,0.816599732262383,0.729838709677419,0.811659192825112,0.694820422100629,0.74120082815735,0.821100917431193,0.717725346607973,0.786885245901639,0.828282828282828,0.775673400673401
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116,4, low_bits_6, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.73387097 0.58064516 0.74193548 0.69672131 0.63114754],0.487804878048781,0.541463414634146,0.787524366471735,0.969793322734499,0.99025974025974,0.969155844155844,0.516129032258065,0.571428571428571,0.4913217623498,0.572727272727273,0.663157894736842,0.549760765550239,0.795497185741088,0.846307385229541,0.788867978329056
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1044,348,348,0.6,0.2,0.2, [0.45238095 0.51904762 0.47115385 0.45192308 0.52403846],0.497126436781609,0.520114942528736,0.791379310344828,0.979942693409742,0.982758620689655,0.979885057471264,0.471299093655589,0.440677966101695,0.498116760828625,0.534818941504178,0.56140350877193,0.520814748736247,0.791018998272884,0.789655172413793,0.791379310344828
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120,4, low_bits_2, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.61403509 0.58928571 0.60714286 0.59821429 0.60714286],0.577540106951872,0.582887700534759,0.832264957264957,1,1,1,0.577540106951872,0.529411764705882,0.582352941176471,0.556818181818182,0.521276595744681,0.583218943033631,0.83027027027027,0.80503144654088,0.832798947671312
svm_model_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102,12, low_bits_3, svdne,1770,590,590,0.6,0.2,0.2, [0.81920904 0.8220339  0.83898305 0.83050847 0.84180791],0.752475247524752,0.716171617161716,0.808080808080808,0.839412084921067,0.871186440677966,0.833333333333333,0.747474747474748,0.711538461538462,0.7537284144427,0.695035460992908,0.666666666666667,0.71474358974359,0.811258278145695,0.824915824915825,0.808080808080808
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.82967033 0.82417582 0.8        0.78333333 0.82777778],0.813953488372093,0.794019933554817,0.870517928286853,0.916936353829558,0.940265486725663,0.914823008849558,0.8,0.767123287671233,0.812593901900132,0.763358778625954,0.72992700729927,0.788743991454513,0.867256637168142,0.866666666666667,0.870428015564202
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svd,32,84,116,6, low_bits_4_shifted_2, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.9375     0.9375     0.94827586 0.98275862 0.92528736],0.690721649484536,0.721649484536082,0.879120879120879,0.994285714285714,0.995423340961098,0.994279176201373,0.733727810650887,0.867132867132867,0.693701568701569,0.765217391304348,0.851612903225806,0.712571157495256,0.887034659820282,0.940136054421769,0.878528498778152
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116,4, low_bits_5, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.89473684 0.9122807  0.9122807  0.89285714 0.84821429],0.707446808510638,0.691489361702128,0.875796178343949,0.992907801418439,0.989399293286219,0.992932862190813,0.755555555555556,0.858585858585859,0.698955850641244,0.738738738738739,0.881720430107527,0.693491794001132,0.884272997032641,0.941052631578947,0.875237236560352
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152,6, low_bits_5, svdn,888,296,296,0.6,0.2,0.2, [0.52247191 0.52247191 0.53370787 0.5        0.47727273],0.527027027027027,0.449324324324324,0.79527027027027,1,1,1,0.545454545454546,0.525,0.527205882352941,0.485804416403785,0.47239263803681,0.446722634807879,0.799735624586914,0.788787483702738,0.795515761486712
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113,8, low_bits_4, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.75652174 0.81140351 0.77192982 0.75877193 0.75877193],0.7,0.760526315789474,0.764984227129338,0.791379310344828,0.80385288966725,0.788091068301226,0.706185567010309,0.820359281437126,0.712996542127014,0.791762013729977,0.848039215686275,0.753565062388592,0.774811083123426,0.816348195329087,0.76546576433121
svm_model_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104,12, low_bits_6, svdne,1854,618,618,0.6,0.2,0.2, [0.80913978 0.80376344 0.80540541 0.78648649 0.8027027 ],0.823754789272031,0.839080459770115,0.846801346801347,0.853347502656748,0.866235167206041,0.851132686084143,0.830882352941176,0.869230769230769,0.823928361714621,0.853146853146853,0.931297709923664,0.838725778038755,0.850819672131147,0.873737373737374,0.846801346801347
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdne,8,96,104,12, low_bits_4_shifted_2, svdne,1842,614,614,0.6,0.2,0.2, [0.81891892 0.81793478 0.81793478 0.76358696 0.80163043],0.775280898876405,0.823970037453183,0.832491582491583,0.841243862520458,0.837133550488599,0.842019543973941,0.784172661870504,0.778571428571429,0.775112485939258,0.818532818532818,0.834645669291338,0.824465691788526,0.832067510548523,0.82996632996633,0.832491582491583
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116,6, low_bits_4, svdne,864,288,288,0.6,0.2,0.2, [0.77586207 0.70114943 0.76744186 0.75581395 0.70348837],0.586805555555556,0.631944444444444,0.776388888888889,0.884934756820878,0.863425925925926,0.887731481481482,0.638297872340426,0.695364238410596,0.581258761541065,0.686390532544379,0.816901408450704,0.634478101485626,0.786754966887417,0.819310344827586,0.77608873884736
ensemble_model_N40_B80_E120_nb_zones_4_lab_svd,40,80,120,4, lab, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.97540984 0.95833333 0.95833333 0.95833333 0.925     ],0.87,0.83,0.92814371257485,0.97972972972973,0.963455149501661,0.980066445182724,0.881818181818182,0.97,0.87,0.836538461538462,0.945652173913044,0.838566827697262,0.929411764705882,0.961460446247464,0.92866735475438
svm_model_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152,6, low_bits_6, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.82022472 0.87078652 0.88636364 0.88636364 0.81818182],0.76530612244898,0.775510204081633,0.82133152173913,0.859956236323851,0.889140271493213,0.855203619909502,0.733590733590734,0.703703703703704,0.760656883298393,0.767605633802817,0.767605633802817,0.775250185322461,0.819492107069321,0.830319888734353,0.821534446359208
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.57272727 0.61111111 0.60185185 0.62037037 0.64814815],0.588888888888889,0.511111111111111,0.796008869179601,0.959259259259259,0.955719557195572,0.959409594095941,0.618556701030928,0.689655172413793,0.592139414163886,0.516483516483517,0.516483516483517,0.511050747005803,0.799126637554585,0.815144766146993,0.796093354375925
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svd,8,146,154, zones, lab, svd,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.87007874 0.84126984 0.87301587 0.86904762 0.8015873 ],0.873809523809524,0.852380952380952,0.90627973358706,0.936434108527132,0.957210776545166,0.935023771790808,0.874109263657957,0.9064039408867,0.874860956618465,0.862222222222222,0.881818181818182,0.850909090909091,0.908838500694123,0.93168880455408,0.906206997696887
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,1160,386,386,0.600414078674948,0.199792960662526,0.199792960662526, [0.84051724 0.84051724 0.81465517 0.81896552 0.82758621],0.766839378238342,0.823834196891192,0.863871635610766,0.910025706940874,0.91551724137931,0.90948275862069,0.777227722772277,0.830687830687831,0.768135793516504,0.839622641509434,0.89,0.821344086021505,0.868170426065163,0.893704850361197,0.863778697247058
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.94444444 0.91269841 0.94444444 0.95967742 0.91935484],0.649038461538462,0.653846153846154,0.852207293666027,0.985507246376812,0.977635782747604,0.985623003194888,0.666666666666667,0.70873786407767,0.64960702727693,0.68421052631579,0.804123711340206,0.663323116931364,0.855805243445693,0.89083820662768,0.852791504069984
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113,8, low_bits_6, svdn,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.55       0.52713178 0.51162791 0.57751938 0.51550388],0.486046511627907,0.469767441860465,0.694237918215613,0.842501883948756,0.865325077399381,0.838235294117647,0.530785562632696,0.555555555555556,0.482655826558266,0.477064220183486,0.5,0.470720720720721,0.705461056401074,0.730305838739574,0.69413707594015
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108,12, low_bits_2, svd,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.82440476 0.79761905 0.83333333 0.82440476 0.80239521],0.762177650429799,0.830945558739255,0.811026936026936,0.82264586943963,0.848629320619785,0.817044100119189,0.770083102493075,0.803468208092485,0.762529558591697,0.838356164383561,0.869318181818182,0.830612848134524,0.817256817256817,0.845117845117845,0.811026936026936
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.59836066 0.49180328 0.55833333 0.55       0.64166667],0.562189054726368,0.487562189054726,0.81013916500994,1,1,1,0.541666666666667,0.514851485148515,0.562425742574257,0.437158469945355,0.404040404040404,0.486333927510398,0.804902962206333,0.784860557768924,0.810089009043192
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116,8, low_bits_3, svdn,1304,434,434,0.60036832412523,0.199815837937385,0.199815837937385, [0.59923664 0.59541985 0.56538462 0.58846154 0.52692308],0.580645161290323,0.599078341013825,0.835635359116022,0.999232540291635,0.998466257668711,0.999233128834356,0.609442060085837,0.648401826484018,0.580014866730381,0.604545454545455,0.607305936073059,0.599001805245832,0.838388411045722,0.84954128440367,0.83558395088945
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svd,40,80,120, zones, lab, svd,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.99090909 0.98181818 0.96363636 0.96363636 0.98181818],0.879781420765027,0.85792349726776,0.947598253275109,1,1,1,0.876404494382022,0.906976744186046,0.881323423639415,0.858695652173913,0.929411764705882,0.86266506602641,0.947368421052632,0.968609865470852,0.948134719969469
svm_model_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116,4, low_bits_6, svdne,624,208,208,0.6,0.2,0.2, [0.98412698 0.97619048 0.95967742 0.99193548 0.95967742],0.701923076923077,0.663461538461538,0.8625,0.982229402261712,0.974358974358974,0.982371794871795,0.718181818181818,0.782178217821782,0.704173221060424,0.692982456140351,0.752380952380952,0.662598243180767,0.865979381443299,0.891891891891892,0.862612612612613
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152,6, low_bits_6, svdne,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.75287356 0.77011494 0.82758621 0.73563218 0.71511628],0.806228373702422,0.792387543252595,0.864453665283541,0.904076738609112,0.868663594470046,0.907834101382488,0.813333333333333,0.859154929577465,0.807128485196896,0.777777777777778,0.789473684210526,0.792172739541161,0.86039886039886,0.851904090267983,0.864215274441997
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svd,4,148,152,8, low_bits_4_shifted_2, svd,1158,386,386,0.6,0.2,0.2, [0.7887931  0.75862069 0.71982759 0.70689655 0.75217391],0.733160621761658,0.702072538860104,0.73419689119171,0.762670957361223,0.818652849740933,0.745250431778929,0.758782201405152,0.861702127659574,0.736406619385343,0.726840855106888,0.827027027027027,0.707045851821971,0.754662840746055,0.828781512605042,0.735454150985548
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.51666667 0.56741573 0.54494382 0.51685393 0.47191011],0.484848484848485,0.542087542087542,0.793405114401077,0.98,0.988789237668161,0.979820627802691,0.498360655737705,0.481012658227848,0.485110645660687,0.527777777777778,0.531468531468531,0.541708291708292,0.794373744139317,0.79384203480589,0.793402749473311
svm_model_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104,12, low_bits_5, svdne,1728,576,576,0.6,0.2,0.2, [0.81213873 0.84971098 0.76589595 0.83526012 0.77616279],0.490740740740741,0.598765432098765,0.788299663299663,0.879350348027842,0.877314814814815,0.879629629629629,0.575835475578406,0.695652173913043,0.491997866097626,0.654255319148936,0.754601226993865,0.59779750790687,0.797910807553234,0.835858585858586,0.788299663299663
svm_model_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108,10, low_bits_6, svdne,1354,451,451,0.600177304964539,0.19991134751773,0.19991134751773, [0.90073529 0.83823529 0.92222222 0.88148148 0.87777778],0.804878048780488,0.822616407982262,0.873670212765957,0.910618792971734,0.880354505169867,0.913589364844904,0.821862348178138,0.842323651452282,0.802114206678522,0.813953488372093,0.821596244131455,0.822562827948081,0.872369010300045,0.861184792219275,0.873703507220749
svm_model_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120,4, low_bits_2, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.8245614  0.8125     0.76785714 0.75892857 0.75892857],0.775401069518717,0.802139037433155,0.810897435897436,0.838815789473684,0.907473309608541,0.825622775800712,0.761363636363636,0.770114942528736,0.775057471264368,0.806282722513089,0.865168539325843,0.805033249254758,0.818461538461538,0.87308533916849,0.812325550586333
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116,6, low_bits_4, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.78651685 0.82022472 0.79213483 0.75       0.79545455],0.694915254237288,0.623728813559322,0.797425474254742,0.894168466522678,0.934537246049661,0.889390519187359,0.755434782608696,0.896774193548387,0.684101382488479,0.687323943661972,0.877697841726619,0.637566869581258,0.818677986658581,0.915875169606513,0.797585758010293
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svd,32,84,116,6, low_bits_4_shifted_2, svd,1020,340,340,0.6,0.2,0.2, [0.93627451 0.93137255 0.91666667 0.92156863 0.91176471],0.788235294117647,0.776470588235294,0.908823529411765,0.993157380254154,0.996078431372549,0.993137254901961,0.781818181818182,0.796296296296296,0.788597586350395,0.8,0.849162011173184,0.772407092543114,0.910559723023658,0.927144535840188,0.908801949898892
ensemble_model_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116,8, lab, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.61788618 0.65163934 0.6147541  0.63934426 0.64754098],0.7002457002457,0.653562653562654,0.817779960707269,0.9136,0.934533551554828,0.911620294599018,0.634730538922156,0.519607843137255,0.700690621076017,0.576576576576577,0.442396313364055,0.668566577734659,0.806468440271257,0.749031007751938,0.81873861144569
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svdn,8,96,104, zones, low_bits_4, svdn,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.50277778 0.53910615 0.51117318 0.52793296 0.58100559],0.486301369863014,0.565068493150685,0.874579124579125,0.988326848249027,0.9921875,0.98828125,0.479166666666667,0.496402877697842,0.486763530352189,0.578073089700997,0.568627450980392,0.564889265058541,0.875209380234506,0.87962962962963,0.874579124579125
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdn,16,92,108, zones, low_bits_4_shifted_2, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.50680272 0.48979592 0.52721088 0.48287671 0.56849315],0.50989010989011,0.494505494505494,0.80513468013468,0.993178717598909,0.993178717598909,0.993178717598909,0.516268980477223,0.495833333333333,0.510707364341085,0.462616822429907,0.46046511627907,0.492732558139535,0.803397027600849,0.796296296296296,0.80513468013468
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120,6, low_bits_3, svdn,906,302,302,0.6,0.2,0.2, [0.64835165 0.63736264 0.62087912 0.62777778 0.59444444],0.655629139072848,0.562913907284768,0.621192052980133,0.692870201096892,0.836644591611479,0.629139072847682,0.726315789473684,0.878980891719745,0.646386997584011,0.631284916201117,0.79020979020979,0.574350178123763,0.687772925764192,0.836653386454183,0.621761303530923
svm_model_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120,4, lab, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.78813559 0.77118644 0.78813559 0.74576271 0.74576271],0.653061224489796,0.658163265306122,0.797352342158859,0.891156462585034,0.888135593220339,0.891525423728814,0.645833333333333,0.681318681318681,0.654945054945055,0.702222222222222,0.692982456140351,0.651369276850663,0.801990049751244,0.806,0.797190871369295
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdn,26,87,113,8, low_bits_4_shifted_2, svdn,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.54273504 0.51293103 0.49568966 0.51293103 0.5387931 ],0.532299741602067,0.563307493540052,0.540805785123967,0.64885993485342,0.857142857142857,0.536144578313253,0.622129436325679,0.78421052631579,0.536775313919316,0.650103519668737,0.801020408163265,0.560196067955978,0.643972767320785,0.831437435367115,0.541105714587582
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.7125     0.7875     0.76875    0.7721519  0.71518987],0.720754716981132,0.747169811320755,0.83710407239819,0.904458598726115,0.891959798994975,0.905778894472362,0.691666666666667,0.605839416058394,0.724794708029197,0.707423580786026,0.675,0.740948275862069,0.827751196172249,0.792366412213741,0.836570687477958
ensemble_model_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116,4, low_bits_6, svdne,720,240,240,0.6,0.2,0.2, [0.95833333 0.99305556 0.95833333 0.97916667 1.        ],0.716666666666667,0.745833333333333,0.889166666666667,0.994428969359332,0.991666666666667,0.994444444444444,0.736434108527132,0.826086956521739,0.72104347826087,0.758893280632411,0.8,0.745833333333333,0.891781936533767,0.921008403361344,0.889429821515383
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svdn,40,30,70, zones, low_bits_5, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.62068966 0.64942529 0.65517241 0.66666667 0.61271676],0.539184952978056,0.605015673981191,0.859427609427609,0.965002868617326,0.967779056386651,0.964902186421174,0.555891238670695,0.557575757575758,0.538528138528138,0.625,0.681818181818182,0.607575757575757,0.861410788381743,0.873737373737374,0.859427609427609
svm_model_N4_B148_E152_nb_zones_10_lab_svd,4,148,152,10, lab, svd,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.9        0.89677419 0.86774194 0.91290323 0.86774194],0.830508474576271,0.842615012106537,0.87037037037037,0.889315419065899,0.896774193548387,0.888387096774193,0.84304932735426,0.935323383084577,0.833227729278138,0.861407249466951,0.952830188679245,0.839599173941613,0.875706214689266,0.913299663299663,0.87037037037037
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.55704698 0.54362416 0.54362416 0.47972973 0.52027027],0.519101123595506,0.550561797752809,0.812289562289562,0.978436657681941,0.977119784656797,0.978465679676985,0.536796536796537,0.556053811659193,0.519017896820587,0.578059071729958,0.617117117117117,0.550711024926272,0.815702479338843,0.830808080808081,0.812289562289562
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108,10, low_bits_4, svdne,1360,453,453,0.60017652250662,0.19991173874669,0.19991173874669, [0.71691176 0.76470588 0.75       0.75       0.75735294],0.704194260485651,0.699779249448124,0.79567519858782,0.867171369580179,0.926470588235294,0.858088235294118,0.734126984126984,0.81140350877193,0.703479532163743,0.733333333333333,0.792372881355932,0.695725611184878,0.812322659100122,0.875874125874126,0.794888934594817
svm_model_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152,6, low_bits_5, svdne,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.79381443 0.80927835 0.77835052 0.77835052 0.80208333],0.788819875776398,0.785714285714286,0.803970223325062,0.804798255179935,0.762396694214876,0.815082644628099,0.793939393939394,0.803680981595092,0.788632943627735,0.794029850746269,0.810975609756098,0.785234640321087,0.800252844500632,0.780517879161529,0.804116617483386
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120,4, low_bits_2, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.8362069  0.78448276 0.82758621 0.75862069 0.80701754],0.786458333333333,0.802083333333333,0.836798336798337,0.872131147540983,0.920415224913495,0.865051903114187,0.763005780346821,0.6875,0.786458333333333,0.8,0.767676767676768,0.803193222548061,0.838643371017472,0.84297520661157,0.836759569832982
svm_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdne,40,30,70,12, low_bits_4_shifted_2, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.92663043 0.92663043 0.92934783 0.91576087 0.90983607],0.535315985130112,0.587360594795539,0.897306397306397,0.995642701525054,0.994559303590859,0.995647442872687,0.613003095975232,0.744360902255639,0.537621627598408,0.662613981762918,0.801470588235294,0.584945820433437,0.901929260450161,0.944444444444444,0.897306397306397
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116,6, low_bits_5, svd,996,332,332,0.6,0.2,0.2, [0.895      0.94       0.9        0.92424242 0.89393939],0.671686746987952,0.659638554216867,0.845783132530121,0.965092402464066,0.943775100401606,0.965863453815261,0.730864197530864,0.865497076023392,0.665667792670081,0.706493506493506,0.85,0.666279069767442,0.854875283446712,0.909529553679132,0.845859843024885
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102,12, low_bits_2, svdn,1734,578,578,0.6,0.2,0.2, [0.48563218 0.50574713 0.52890173 0.50578035 0.47109827],0.470404984423676,0.479750778816199,0.858164983164983,1,1,1,0.465408805031447,0.459627329192547,0.470438664596273,0.486153846153846,0.49375,0.479794254658385,0.858224652923854,0.858585858585859,0.858164983164983
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113,8, low_bits_5, svdn,1224,408,408,0.6,0.2,0.2, [0.60569106 0.58536585 0.56967213 0.56967213 0.56147541],0.590686274509804,0.556372549019608,0.612254901960784,0.703281982585398,0.857843137254902,0.638071895424837,0.679462571976967,0.79372197309417,0.569833959520058,0.629856850715746,0.781725888324873,0.563848726152958,0.683979224930084,0.829457364341085,0.609669158361019
svm_model_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113,10, lab, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.65       0.71333333 0.62333333 0.66107383 0.69463087],0.618181818181818,0.593181818181818,0.656986531986532,0.720095693779904,0.804812834224599,0.68716577540107,0.65,0.728971962616822,0.621123149450004,0.649706457925636,0.734513274336283,0.589219253990571,0.693954187007135,0.777777777777778,0.656986531986532
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113,8, low_bits_4, svdne,1344,448,448,0.6,0.2,0.2, [0.7962963  0.79259259 0.84328358 0.8358209  0.79850746],0.625,0.638392857142857,0.821875,0.948926720947446,0.953869047619047,0.948660714285714,0.697841726618705,0.877828054298642,0.628341339924652,0.7,0.818181818181818,0.632593213238375,0.836943195749898,0.911032028469751,0.821555440758173
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113,10, low_bits_2, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.83557047 0.83557047 0.83221477 0.81543624 0.84899329],0.787810383747178,0.767494356659142,0.873737373737374,0.933505487411233,0.970469798657718,0.930872483221476,0.79295154185022,0.79295154185022,0.787679474628814,0.775599128540305,0.824074074074074,0.768865230869636,0.878147847278635,0.90993265993266,0.873737373737374
svm_model_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154,8, lab, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.49579832 0.54621849 0.5210084  0.57983193 0.47478992],0.502525252525252,0.467171717171717,0.523208879919273,0.525198938992042,0.499159663865546,0.548739495798319,0.471849865951743,0.433497536945813,0.504313535312285,0.405633802816901,0.356435643564356,0.46945493518424,0.491662183969876,0.457,0.523815682281059
svm_model_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102,12, low_bits_4, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.73463687 0.70949721 0.71067416 0.75842697 0.68820225],0.733108108108108,0.722972972972973,0.720117845117845,0.718120805369127,0.719730941704036,0.717488789237668,0.720848056537102,0.739130434782609,0.733489268024216,0.74375,0.753164556962025,0.720785177031737,0.721873693015475,0.726430976430976,0.720117845117845
ensemble_model_v2_N32_B84_E116_nb_zones_4_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,612,204,204,0.6,0.2,0.2, [0.96774194 0.98360656 0.95901639 0.95081967 0.94262295],0.774509803921569,0.700980392156863,0.892156862745098,0.99510603588907,0.996732026143791,0.995098039215686,0.783018867924528,0.846938775510204,0.777242972660762,0.731277533039648,0.855670103092784,0.708208883322093,0.895437262357414,0.940119760479042,0.892988589295398
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_3_svdne,8,96,104, zones, low_bits_3, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.75842697 0.75       0.76685393 0.78089888 0.77808989],0.88255033557047,0.835570469798658,0.857744107744108,0.86028602860286,0.878651685393258,0.857303370786517,0.890282131661442,0.865853658536585,0.884419366581725,0.807843137254902,0.76865671641791,0.829450309428467,0.858695652173913,0.864478114478115,0.857744107744108
ensemble_model_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120,4, lab, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.75396825 0.72222222 0.75396825 0.68253968 0.73387097],0.641148325358852,0.698564593301435,0.777246653919694,0.857142857142857,0.907643312101911,0.848726114649682,0.693877551020408,0.934065934065934,0.674660085677035,0.762264150943396,0.94392523364486,0.692550852116547,0.801702127659575,0.919921875,0.780185656601124
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.82142857 0.78571429 0.80952381 0.79761905 0.81927711],0.734767025089606,0.684587813620072,0.858166189111748,0.956730769230769,0.949880668257756,0.957040572792363,0.76875,0.86013986013986,0.731540518305224,0.723270440251572,0.839416058394161,0.687313662999897,0.86530612244898,0.909871244635193,0.858092006822618
svm_model_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70,12, low_bits_6, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.90857143 0.92       0.92571429 0.95142857 0.92      ],0.642172523961661,0.661341853035144,0.902777777777778,0.992601024473534,0.996571428571428,0.992571428571428,0.688888888888889,0.8,0.643670886075949,0.707182320441989,0.810126582278481,0.65990200081666,0.90681726502622,0.946127946127946,0.902777777777778
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116,8, low_bits_2, svdn,1052,350,350,0.600456621004566,0.199771689497717,0.199771689497717, [0.5990566  0.4952381  0.57142857 0.5952381  0.56190476],0.497142857142857,0.56,0.579908675799087,0.643859649122807,0.697718631178707,0.614068441064639,0.534391534391534,0.558011049723757,0.494981856222825,0.576923076923077,0.625,0.5625,0.608926673751328,0.654857142857143,0.579994135852745
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svd,4,148,152,8, low_bits_4_shifted_2, svd,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.76446281 0.7768595  0.7875     0.75       0.79166667],0.70074812967581,0.728179551122195,0.82951146560319,0.907604251839738,0.921926910299003,0.906146179401994,0.71830985915493,0.827027027027027,0.70980980980981,0.753950338600451,0.776744186046512,0.7243935983996,0.836520076481836,0.873253493013972,0.829555033359576
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,692,230,230,0.600694444444444,0.199652777777778,0.199652777777778, [0.89285714 0.92028986 0.89130435 0.94927536 0.89855072],0.717391304347826,0.808695652173913,0.889756944444444,0.974504249291785,0.994219653179191,0.973988439306358,0.703196347031963,0.7,0.716666666666667,0.818181818181818,0.831932773109244,0.807858278446514,0.891173950299914,0.904347826086956,0.889782231934293
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104,12, low_bits_6, svdne,1776,592,592,0.6,0.2,0.2, [0.84831461 0.86516854 0.79775281 0.86440678 0.87853107],0.72,0.716666666666667,0.891414141414141,0.949971894322653,0.951576576576577,0.949887387387387,0.75,0.812903225806452,0.716796440489433,0.73015873015873,0.793103448275862,0.719132369299221,0.893827160493827,0.914141414141414,0.891414141414141
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svd,32,84,116, zones, low_bits_4_shifted_2, svd,906,302,302,0.6,0.2,0.2, [0.87362637 0.92857143 0.91208791 0.92777778 0.91111111],0.725165562913907,0.655629139072848,0.858940397350993,0.971175166297117,0.966887417218543,0.971302428256071,0.763532763532763,0.864516129032258,0.721373710774632,0.677018633540373,0.844961240310077,0.67970605368105,0.864761904761905,0.924016282225237,0.860455747839656
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152,6, low_bits_5, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.79787234 0.80851064 0.78723404 0.74468085 0.75531915],0.728434504792332,0.773162939297125,0.872286079182631,0.953389830508475,0.957446808510638,0.953191489361702,0.723127035830619,0.680981595092024,0.730490797546012,0.77602523659306,0.773584905660377,0.773156089193825,0.872448979591836,0.863636363636364,0.872386657270378
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113,8, low_bits_6, svdn,1104,368,368,0.6,0.2,0.2, [0.60810811 0.53153153 0.53636364 0.55454545 0.56818182],0.472826086956522,0.538043478260869,0.801086956521739,0.998188405797101,0.998188405797101,0.998188405797102,0.481283422459893,0.459183673469388,0.473777883246322,0.543010752688172,0.564245810055866,0.53873666164169,0.802162162162162,0.800431499460625,0.801091981931846
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108,12, low_bits_3, svd,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.79144385 0.79946524 0.79679144 0.80481283 0.7983871 ],0.799212598425197,0.755905511811024,0.869949494949495,0.89662447257384,0.910064239828694,0.895074946466809,0.810408921933086,0.89344262295082,0.802781917536016,0.790540540540541,0.886363636363636,0.750558867362146,0.874441284030882,0.905723905723906,0.869949494949495
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.80696203 0.81329114 0.79617834 0.80254777 0.82802548],0.810473815461347,0.793017456359102,0.851430976430976,0.878293601003764,0.889453621346887,0.876747141041931,0.807106598984772,0.828125,0.811191686602871,0.790931989924433,0.751196172248804,0.794868919457735,0.851991614255765,0.855218855218855,0.851430976430976
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154,4, low_bits_3, svd,540,180,180,0.6,0.2,0.2, [0.81481481 0.73148148 0.7037037  0.66666667 0.71296296],0.683333333333333,0.661111111111111,0.773333333333333,0.844202898550725,0.862962962962963,0.840740740740741,0.704663212435233,0.723404255319149,0.68146956952004,0.67027027027027,0.688888888888889,0.661111111111111,0.780645161290322,0.799559471365639,0.773098121333044
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120,6, low_bits_3, svdn,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.62195122 0.57317073 0.60365854 0.70121951 0.65243902],0.619047619047619,0.608058608058608,0.801610541727672,0.928057553956834,0.94390243902439,0.926829268292683,0.670886075949367,0.711409395973154,0.609736956051093,0.586872586872587,0.608,0.608054054054054,0.807665010645848,0.83187134502924,0.801566171048344
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_svdne,40,30,70, zones, low_bits_4, svdne,1716,572,572,0.6,0.2,0.2, [0.81395349 0.81686047 0.81104651 0.83333333 0.81578947],0.751515151515152,0.748484848484849,0.902777777777778,0.961937716262976,0.972027972027972,0.961538461538462,0.757396449704142,0.790123456790123,0.752204585537919,0.768802228412256,0.821428571428571,0.747134038800705,0.904977375565611,0.925925925925926,0.902777777777778
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdne,8,96,104,12, low_bits_4_shifted_2, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.84916201 0.86871508 0.84916201 0.82122905 0.81005587],0.68259385665529,0.713310580204778,0.887205387205387,0.949019607843137,0.946368715083799,0.949162011173184,0.68259385665529,0.704225352112676,0.683238503870908,0.739130434782609,0.788079470198676,0.710941143550042,0.888333333333333,0.897306397306397,0.887205387205387
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_2_svdne,8,96,104, zones, low_bits_2, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.8121547  0.79722222 0.81944444 0.82222222 0.83055556],0.797909407665505,0.780487804878049,0.841329966329966,0.860109289617486,0.873473917869034,0.857935627081021,0.789855072463768,0.736486486486487,0.799897919502236,0.758620689655172,0.712230215827338,0.778412405210966,0.840726658217152,0.837542087542088,0.841329966329966
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.56837607 0.56034483 0.59051724 0.60775862 0.53448276],0.578811369509044,0.565891472868217,0.792355371900826,0.939160239931448,0.943201376936317,0.938898450946644,0.621809744779582,0.644230769230769,0.573512032660077,0.590243902439025,0.664835164835165,0.571441972661485,0.799800796812749,0.826982492276004,0.79224772282194
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116,6, low_bits_5, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.92777778 0.92222222 0.93888889 0.91666667 0.91011236],0.635451505016722,0.678929765886288,0.862967914438503,1,1,1,0.676557863501484,0.730769230769231,0.631118881118881,0.717647058823529,0.777070063694268,0.673746299452768,0.86984126984127,0.898950131233596,0.862281605126335
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svdn,40,80,120, zones, lab, svdn,642,214,214,0.6,0.2,0.2, [0.72307692 0.7578125  0.7109375  0.703125   0.7578125 ],0.644859813084112,0.714953271028037,0.841121495327103,0.950075642965204,0.978193146417446,0.948598130841121,0.654545454545455,0.808988764044944,0.668494382022472,0.753036437246964,0.830357142857143,0.709296218487395,0.849290780141844,0.917624521072797,0.842936348127639
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152,8, low_bits_6, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.76190476 0.79761905 0.77380952 0.79365079 0.768     ],0.79236276849642,0.809069212410501,0.798187022900763,0.794212218649518,0.785373608903021,0.796502384737679,0.779746835443038,0.733333333333333,0.792503987240829,0.803921568627451,0.773584905660377,0.80949776683985,0.793356130923302,0.772597526165557,0.798260485570817
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108,10, low_bits_6, svdne,1476,492,492,0.6,0.2,0.2, [0.91216216 0.90202703 0.89864865 0.8707483  0.87755102],0.728888888888889,0.72,0.876683501683502,0.969241285030759,0.96070460704607,0.969512195121951,0.751020408163265,0.793103448275862,0.726826953495729,0.741803278688525,0.830275229357798,0.723327269851313,0.879967226546497,0.904040404040404,0.876683501683502
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102,12, low_bits_3, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.76123596 0.78932584 0.80617978 0.78932584 0.80617978],0.848993288590604,0.842281879194631,0.852693602693603,0.858241758241758,0.87752808988764,0.855056179775281,0.849498327759197,0.814102564102564,0.850713253882268,0.827838827838828,0.795774647887324,0.840195016251354,0.853678929765886,0.859427609427609,0.852693602693603
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154,4, low_bits_3, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.79365079 0.79365079 0.73809524 0.79032258 0.77419355],0.774038461538462,0.788461538461538,0.802303262955854,0.818897637795275,0.830670926517572,0.81629392971246,0.814229249011858,0.887931034482759,0.759182908545727,0.796296296296296,0.88659793814433,0.794650320423516,0.813405797101449,0.85361216730038,0.80180608365019
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.78571429 0.74175824 0.8        0.8        0.84444444],0.681063122923588,0.724252491694352,0.841965471447543,0.937300743889479,0.975663716814159,0.934734513274336,0.727272727272727,0.825806451612903,0.676601855943438,0.736507936507936,0.822695035460993,0.730097517730496,0.851990049751244,0.915775401069519,0.842452344334232
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154,4, low_bits_2, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.84482759 0.79824561 0.78070175 0.81578947 0.8245614 ],0.773684210526316,0.757894736842105,0.797268907563025,0.811594202898551,0.783216783216783,0.818181818181818,0.77720207253886,0.735294117647059,0.776737967914438,0.762886597938144,0.69811320754717,0.765723270440252,0.794462193823216,0.755060728744939,0.798927744285133
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116,6, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.953125   0.97916667 0.953125   0.94210526 0.95263158],0.764150943396226,0.786163522012579,0.907663316582914,0.9958071278826,0.993723849372385,0.99581589958159,0.770642201834862,0.812903225806452,0.765347318424698,0.812154696132597,0.880239520958084,0.781179363128048,0.910529519172246,0.935,0.907525252525253
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120,6, low_bits_2, svd,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.91772152 0.94871795 0.93589744 0.91025641 0.92948718],0.688461538461538,0.75,0.844854070660522,0.928934010152284,0.936061381074169,0.928388746803069,0.679841897233201,0.641791044776119,0.689943141435679,0.732510288065844,0.741666666666667,0.749404761904762,0.842679127725857,0.838759689922481,0.844798414215426
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120,4, low_bits_4, svd,618,206,206,0.6,0.2,0.2, [0.91935484 0.93548387 0.91935484 0.90322581 0.91803279],0.631067961165049,0.655339805825243,0.82621359223301,0.945945945945946,0.906148867313916,0.948220064724919,0.677966101694915,0.740740740740741,0.625472411186697,0.678733031674208,0.77319587628866,0.661827295942495,0.829361296472831,0.846303501945525,0.826252526166561
svm_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdne,16,92,108,10, low_bits_4_shifted_2, svdne,1494,498,498,0.6,0.2,0.2, [0.83333333 0.86666667 0.87248322 0.8590604  0.83892617],0.736961451247166,0.746031746031746,0.837542087542088,0.890733056708161,0.862115127175368,0.894243641231593,0.725118483412322,0.683035714285714,0.737831221198157,0.733333333333333,0.709677419354839,0.745463709677419,0.831293706293706,0.800505050505051,0.837542087542088
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdn,26,87,113,8, low_bits_4_shifted_2, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.50892857 0.54504505 0.59009009 0.51351351 0.52252252],0.52972972972973,0.518918918918919,0.808315334773218,0.997294860234446,0.994604316546763,0.997302158273381,0.577669902912621,0.632978723404255,0.528027823240589,0.548223350253807,0.606741573033708,0.522120786516854,0.814621409921671,0.845986984815618,0.808477363375551
svm_model_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120,4, lab, svdne,582,194,194,0.6,0.2,0.2, [0.97457627 0.98275862 1.         1.         0.97413793],0.819587628865979,0.850515463917526,0.934020618556701,1,1,1,0.812834224598931,0.808510638297872,0.819255319148936,0.862559241706161,0.892156862745098,0.848252344416027,0.93469387755102,0.940451745379877,0.933993988631968
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,1164,388,388,0.6,0.2,0.2, [0.71794872 0.75641026 0.72413793 0.75862069 0.76293103],0.716494845360825,0.724226804123711,0.847422680412371,0.933445661331086,0.951890034364261,0.93213058419244,0.65625,0.538461538461538,0.717417297728179,0.682492581602374,0.595854922279793,0.723568486780922,0.839479392624729,0.797938144329897,0.847422680412371
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,618,206,206,0.6,0.2,0.2, [0.76612903 0.83064516 0.79032258 0.82258065 0.85245902],0.786407766990291,0.713592233009709,0.822330097087379,0.875389408099688,0.909385113268608,0.870550161812298,0.8,0.838095238095238,0.785384252710985,0.717703349282297,0.806451612903226,0.721809877248073,0.829131652661065,0.875739644970414,0.823147069139127
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154,4, low_bits_2, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.8984375  0.8671875  0.8671875  0.890625   0.82539683],0.731132075471698,0.726415094339623,0.839924670433145,0.916540212443096,0.946708463949843,0.913793103448276,0.674285714285714,0.567307692307692,0.728098290598291,0.677777777777778,0.586538461538462,0.723824786324786,0.832347140039448,0.800759013282733,0.839631843089964
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svdn,32,84,116, zones, lab, svdn,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.72177419 0.69354839 0.76209677 0.72580645 0.75403226],0.668280871670702,0.665859564164649,0.801064859632139,0.894245723172628,0.92741935483871,0.890322580645161,0.730844793713163,0.845454545454545,0.655887894488931,0.697368421052632,0.819587628865979,0.674633997081391,0.817414482452243,0.889748549323017,0.800978925824299
svm_model_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108,10, low_bits_5, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.81081081 0.83783784 0.79591837 0.79931973 0.76190476],0.645232815964523,0.669623059866962,0.806818181818182,0.896265560165975,0.879240162822252,0.898236092265943,0.662447257383966,0.700892857142857,0.645600613593455,0.69022869022869,0.731277533039648,0.669210195091252,0.808829654310704,0.817340067340067,0.806818181818182
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104,12, low_bits_5, svdne,1776,592,592,0.6,0.2,0.2, [0.76966292 0.73595506 0.7752809  0.72881356 0.74576271],0.763333333333333,0.73,0.904882154882155,0.958049886621315,0.951576576576577,0.958333333333333,0.765676567656766,0.805555555555556,0.764957264957265,0.746081504702194,0.762820512820513,0.728632478632479,0.905280804694049,0.909090909090909,0.904882154882155
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.70608108 0.74489796 0.7414966  0.78571429 0.71428571],0.714601769911504,0.679203539823009,0.817340067340067,0.894875164257556,0.925271739130435,0.891304347826087,0.728421052631579,0.752173913043478,0.713924794359577,0.678492239467849,0.689189189189189,0.679377203290247,0.822712418300654,0.847643097643097,0.817340067340067
ensemble_model_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154,8, lab, svdn,1230,410,410,0.6,0.2,0.2, [0.51219512 0.49186992 0.48373984 0.48780488 0.53252033],0.487804878048781,0.548780487804878,0.807317073170732,1,1,1,0.5,0.477272727272727,0.488636363636364,0.531645569620253,0.532994923857868,0.548187602774005,0.806845965770171,0.799418604651163,0.807371384840316
ensemble_model_N4_B148_E152_nb_zones_10_lab_svd,4,148,152,10, lab, svd,1398,466,466,0.6,0.2,0.2, [0.82142857 0.88928571 0.85357143 0.84642857 0.86330935],0.875536480686695,0.836909871244635,0.897424892703863,0.926522043386984,0.947067238912732,0.924892703862661,0.884920634920635,0.940928270042194,0.874394266025464,0.848,0.917748917748918,0.837597863129778,0.90176736539252,0.940017137960583,0.897351647226207
ensemble_model_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108,12, lab, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.55248619 0.61878453 0.53867403 0.54696133 0.51657459],0.558303886925795,0.590106007067138,0.882154882154882,0.978464936499172,0.979005524861878,0.978453038674033,0.56140350877193,0.551724137931034,0.558470764617691,0.573529411764706,0.565217391304348,0.589505247376312,0.881756756756757,0.878787878787879,0.882154882154882
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,816,272,272,0.6,0.2,0.2, [0.58536585 0.59146341 0.51219512 0.62345679 0.59876543],0.588235294117647,0.654411764705882,0.821323529411765,0.955042527339004,0.963235294117647,0.954656862745098,0.591240875912409,0.613636363636364,0.588961038961039,0.669014084507042,0.655172413793103,0.654357860439859,0.824040550325851,0.830656934306569,0.821254393079211
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdn,32,84,116,6, low_bits_4_shifted_2, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.54166667 0.57368421 0.52631579 0.55789474 0.58947368],0.50788643533123,0.479495268138801,0.628625472887768,0.725971370143149,0.745798319327731,0.718487394957983,0.490196078431373,0.462962962962963,0.508900836320191,0.489164086687306,0.506410256410256,0.47991320273929,0.633478531425016,0.641057934508816,0.628609775335216
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108,12, low_bits_2, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.80617978 0.78370787 0.79494382 0.78932584 0.8220339 ],0.819397993311037,0.836120401337793,0.855218855218855,0.868234007654456,0.893138357705287,0.864454443194601,0.830188679245283,0.923076923076923,0.823717948717949,0.853731343283582,0.916666666666667,0.832459207459207,0.861402095084609,0.89983164983165,0.855218855218855
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svd,4,148,152, zones, low_bits_4_shifted_2, svd,1306,435,435,0.600183823529412,0.199908088235294,0.199908088235294, [0.72519084 0.73664122 0.70992366 0.78461538 0.72307692],0.639080459770115,0.733333333333333,0.821691176470588,0.91281273692191,0.921898928024502,0.911944869831547,0.648769574944071,0.656108597285068,0.638801962193936,0.75,0.787330316742081,0.732450205100013,0.826008968609865,0.841095890410959,0.821565521523703
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120,4, low_bits_4, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.85714286 0.85483871 0.85483871 0.85483871 0.89516129],0.652173913043478,0.603864734299517,0.851351351351351,1,1,1,0.692307692307692,0.757009345794392,0.648504672897196,0.640350877192982,0.744897959183674,0.61098108968358,0.857933579335793,0.901162790697674,0.851542933810376
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.84090909 0.88636364 0.89204545 0.90340909 0.89655172],0.746575342465753,0.695205479452055,0.888508891928865,1,1,1,0.73943661971831,0.755395683453237,0.746978887478253,0.72782874617737,0.767741935483871,0.690440310807629,0.890530557421088,0.90450204638472,0.888465014961908
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.76415094 0.82075472 0.81132075 0.77358491 0.75471698],0.801136363636364,0.840909090909091,0.841269841269841,0.860254083484573,0.894339622641509,0.854716981132076,0.785276073619632,0.711111111111111,0.803229974160207,0.847826086956522,0.838709677419355,0.841041585697629,0.844097995545657,0.845982142857143,0.84119383640553
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113,8, low_bits_5, svdn,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.5720339  0.55084746 0.55932203 0.60169492 0.5720339 ],0.572519083969466,0.567430025445293,0.822482197355036,0.99063829787234,0.986440677966102,0.990677966101695,0.6,0.646153846153846,0.573076923076923,0.587378640776699,0.633507853403141,0.569229174226323,0.826108619830593,0.849385245901639,0.822672420930618
svm_model_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104,12, low_bits_4, svdne,1794,598,598,0.6,0.2,0.2, [0.73888889 0.74166667 0.75977654 0.76815642 0.73743017],0.707903780068729,0.676975945017182,0.742424242424242,0.785749628896586,0.885172798216276,0.758639910813824,0.715719063545151,0.722972972972973,0.707640332640333,0.686666666666667,0.72027972027972,0.677707427707428,0.766412213740458,0.845117845117845,0.742424242424242
ensemble_model_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120,4, lab, svdne,748,249,249,0.600321027287319,0.19983948635634,0.19983948635634, [0.91333333 0.96       0.94666667 0.97333333 0.94594595],0.8714859437751,0.855421686746988,0.931781701444623,0.976744186046512,0.954545454545455,0.977272727272727,0.874015748031496,0.925,0.873352713178294,0.869565217391304,0.916030534351145,0.852083063785742,0.932593180015861,0.9408,0.931752657004831
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116,6, low_bits_6, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.96341463 0.96341463 0.94444444 0.91975309 0.96296296],0.771217712177122,0.745387453874539,0.903392330383481,1,1,1,0.801282051282051,0.892857142857143,0.767039258451472,0.766101694915254,0.843283582089552,0.746459309292951,0.907811400422238,0.947136563876652,0.903197911567955
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154,4, low_bits_3, svdn,606,202,202,0.6,0.2,0.2, [0.47540984 0.48360656 0.48360656 0.45       0.56666667],0.504950495049505,0.51980198019802,0.594059405940594,0.708618331053352,0.854785478547855,0.648514851485149,0.626865671641791,0.743362831858407,0.472805011434822,0.597510373443983,0.72,0.521764705882353,0.669354838709677,0.804263565891473,0.589378746508489
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.84042553 0.80851064 0.87588652 0.81785714 0.80714286],0.775641025641026,0.77991452991453,0.840307429547395,0.884882108183079,0.907539118065434,0.881934566145092,0.802259887005649,0.926086956521739,0.778169528681038,0.813067150635209,0.96551724137931,0.781487434248977,0.851822503961965,0.92274678111588,0.840727681127184
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120,6, low_bits_2, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.87058824 0.84705882 0.79411765 0.82352941 0.81764706],0.787985865724382,0.837455830388693,0.869350282485876,0.906287069988137,0.898823529411765,0.907058823529412,0.785714285714286,0.846153846153846,0.792357968828557,0.847682119205298,0.882758620689655,0.836306846576711,0.870175438596491,0.885714285714286,0.869533120510774
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116,8, low_bits_4, svd,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.81923077 0.79457364 0.82170543 0.79844961 0.80620155],0.630232558139535,0.697674418604651,0.795074349442379,0.883792048929664,0.894736842105263,0.882352941176471,0.670807453416149,0.75,0.629672897196262,0.73469387755102,0.81447963800905,0.694321158717444,0.806663743971942,0.84949215143121,0.794718012104753
svm_model_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116,8, low_bits_3, svdne,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.84016393 0.85245902 0.80737705 0.83057851 0.75619835],0.824691358024691,0.780246913580247,0.827739387956565,0.850592885375494,0.884868421052632,0.844572368421053,0.837528604118993,0.905940594059406,0.824891479295713,0.801781737193764,0.857142857142857,0.777289377289377,0.837749883774988,0.883333333333333,0.827352551358515
ensemble_model_v2_N40_B80_E120_nb_zones_4_lab_svdne,40,80,120, zones, lab, svdne,558,186,186,0.6,0.2,0.2, [0.98214286 0.96428571 0.99107143 0.99107143 0.99090909],0.833333333333333,0.908602150537634,0.948387096774193,1,1,1,0.844221105527638,0.831683168316832,0.833488642981945,0.914572864321608,0.928571428571429,0.907467532467532,0.94979079497908,0.94979079497908,0.948346724923168
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116,8, low_bits_2, svdn,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.47058824 0.44537815 0.53781513 0.52966102 0.49576271],0.562025316455696,0.536708860759494,0.819838056680162,1,1,1,0.574938574938575,0.573529411764706,0.561633815829997,0.493074792243767,0.494444444444444,0.533268733850129,0.817809621289662,0.817809621289662,0.819815721555742
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154,4, low_bits_2, svdn,692,230,230,0.600694444444444,0.199652777777778,0.199652777777778, [0.52857143 0.53623188 0.46376812 0.53623188 0.51449275],0.534782608695652,0.521739130434783,0.541666666666667,0.539259259259259,0.526011560693642,0.550578034682081,0.524444444444444,0.508620689655172,0.535012099213551,0.490740740740741,0.452991452991453,0.522955903486877,0.526881720430108,0.507772020725389,0.54184412554594
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.74603175 0.75806452 0.82258065 0.82258065 0.82258065],0.695652173913043,0.676328502415459,0.851351351351351,0.961038961038961,0.951768488745981,0.961414790996784,0.673575129533679,0.670103092783505,0.694142455482662,0.669950738916256,0.618181818181818,0.680224929709466,0.847826086956522,0.828185328185328,0.851351351351351
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152,8, low_bits_5, svd,1272,424,424,0.6,0.2,0.2, [0.80078125 0.7480315  0.77165354 0.76377953 0.78740157],0.775943396226415,0.733490566037736,0.775,0.780766096169519,0.75314465408805,0.788522012578616,0.776470588235294,0.771028037383178,0.775990209167779,0.729016786570743,0.716981132075472,0.733490566037736,0.769453842435959,0.749529190207156,0.775048148978814
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154,4, low_bits_3, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.5234375  0.453125   0.48412698 0.46825397 0.43650794],0.530805687203791,0.492890995260663,0.804924242424242,1,1,1,0.535211267605634,0.587628865979381,0.535042503165129,0.524444444444444,0.561904761904762,0.493216531895777,0.807835820895522,0.834296724470135,0.805416518659648
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152,8, low_bits_6, svd,1194,398,398,0.6,0.2,0.2, [0.80416667 0.77916667 0.74789916 0.7605042  0.77731092],0.819095477386935,0.801507537688442,0.834673366834171,0.848639455782313,0.835845896147404,0.850921273031826,0.81151832460733,0.752427184466019,0.82152609223301,0.784741144414169,0.738461538461539,0.80026525198939,0.829090909090909,0.799599198396794,0.834779437908074
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_6_svdne,8,96,104, zones, low_bits_6, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.84463277 0.85028249 0.85310734 0.85511364 0.84375   ],0.721311475409836,0.681967213114754,0.888047138047138,0.952434881087203,0.952434881087203,0.952434881087203,0.735202492211838,0.813793103448276,0.725646551724138,0.701538461538462,0.7125,0.680387931034483,0.88971807628524,0.903198653198653,0.888047138047138
svm_model_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116,8, lab, svdne,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.94047619 0.94047619 0.96031746 0.984      0.98      ],0.767942583732057,0.772727272727273,0.905831739961759,0.996022275258552,0.996815286624204,0.996019108280255,0.777011494252873,0.800947867298578,0.767623692103395,0.80083857442348,0.856502242152466,0.766712659537772,0.909174734900876,0.928436911487759,0.90548059166621
svm_model_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120,6, low_bits_3, svdne,810,270,270,0.6,0.2,0.2, [0.88271605 0.81481481 0.82098765 0.83333333 0.87654321],0.748148148148148,0.814814814814815,0.832592592592592,0.872340425531915,0.911111111111111,0.866666666666667,0.76551724137931,0.822222222222222,0.748148148148148,0.840764331210191,0.897959183673469,0.806703169072507,0.844137931034483,0.890829694323144,0.831538527402899
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svdn,4,98,102, zones, low_bits_2, svdn,1794,598,598,0.6,0.2,0.2, [0.50833333 0.50833333 0.52793296 0.51117318 0.52234637],0.498281786941581,0.498281786941581,0.867845117845118,0.987750556792873,0.988851727982163,0.987736900780379,0.525974025974026,0.519230769230769,0.496652421652422,0.463235294117647,0.466666666666667,0.496153846153846,0.867845117845118,0.867845117845118,0.867845117845118
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.89655172 0.87586207 0.88194444 0.87152778 0.86458333],0.781115879828326,0.761802575107296,0.88510101010101,0.957805907172996,0.943213296398892,0.958448753462604,0.785714285714286,0.823788546255507,0.782187160157042,0.775757575757576,0.803347280334728,0.760704477171769,0.885917258671124,0.892255892255892,0.88510101010101
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102,12, low_bits_4, svdne,1692,564,564,0.6,0.2,0.2, [0.73529412 0.73668639 0.74260355 0.67455621 0.73372781],0.763157894736842,0.754385964912281,0.796296296296296,0.817818389491719,0.846335697399527,0.811465721040189,0.771830985915493,0.761111111111111,0.763271604938272,0.732484076433121,0.709876543209877,0.752160493827161,0.8,0.814814814814815,0.796296296296296
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_shifted_2_svdne,8,96,104, zones, low_bits_4_shifted_2, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.84550562 0.85674157 0.86723164 0.81638418 0.82768362],0.74750830564784,0.72093023255814,0.886363636363636,0.938063063063063,0.939120631341601,0.937993235625705,0.736111111111111,0.72108843537415,0.746907854050711,0.718120805369127,0.694805194805195,0.721552257266543,0.885690093141406,0.88047138047138,0.886363636363636
ensemble_model_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113,10, lab, svdn,1464,488,488,0.6,0.2,0.2, [0.61564626 0.64285714 0.6130137  0.62671233 0.68150685],0.653508771929825,0.635964912280702,0.804292929292929,0.905811623246493,0.926229508196721,0.903688524590164,0.650442477876106,0.641921397379913,0.653559817632688,0.634361233480176,0.634361233480176,0.635957909316507,0.80649188514357,0.815656565656566,0.804292929292929
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,1266,422,422,0.6,0.2,0.2, [0.54724409 0.56299213 0.52362205 0.53174603 0.57936508],0.52132701421801,0.485781990521327,0.781042654028436,0.96600790513834,0.965244865718799,0.966034755134281,0.553097345132743,0.578703703703704,0.519934376123697,0.501149425287356,0.531707317073171,0.487051815218613,0.785315985130112,0.801707779886148,0.781062223276407
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.96551724 0.97701149 0.95977011 0.97701149 0.9244186 ],0.795847750865052,0.747404844290657,0.908022130013831,0.998849252013809,1,0.998847926267281,0.805280528052805,0.847222222222222,0.796024904214559,0.780780780780781,0.855263157894737,0.741500192086055,0.911627906976744,0.93972602739726,0.907712175709803
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154,4, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.87931034 0.8362069  0.78448276 0.86206897 0.88793103],0.709844559585492,0.699481865284974,0.815734989648033,0.896103896103896,0.951724137931034,0.889655172413793,0.728155339805825,0.789473684210526,0.711063372717508,0.756302521008403,0.825688073394495,0.680701179554391,0.832075471698113,0.892712550607287,0.813941021066356
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154,4, low_bits_2, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.48076923 0.45192308 0.51923077 0.50961538 0.49019608],0.534883720930232,0.476744186046512,0.802784222737819,1,1,1,0.550561797752809,0.583333333333333,0.535984848484849,0.510869565217391,0.516483516483517,0.474291140957808,0.806818181818182,0.817972350230415,0.802677763900254
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdne,16,92,108,10, low_bits_4_shifted_2, svdne,1446,482,482,0.6,0.2,0.2, [0.87931034 0.88965517 0.87241379 0.86805556 0.875     ],0.748387096774194,0.754838709677419,0.871212121212121,0.946846208362863,0.923928077455048,0.948132780082988,0.745098039215686,0.766816143497758,0.749110551087722,0.773809523809524,0.805785123966942,0.752668346736834,0.871103622577928,0.87037037037037,0.871212121212121
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdn,32,84,116,6, low_bits_4_shifted_2, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.56896552 0.54069767 0.52906977 0.51744186 0.55232558],0.494773519163763,0.501742160278746,0.799442896935933,1,1,1,0.498269896193772,0.51063829787234,0.49504517633343,0.505190311418685,0.548872180451128,0.504955570745044,0.8,0.817021276595744,0.799755508338912
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdne,4,148,152,8, low_bits_4_shifted_2, svdne,1158,386,386,0.6,0.2,0.2, [0.8362069  0.7887931  0.76293103 0.76724138 0.79130435],0.673575129533679,0.634715025906736,0.74300518134715,0.812755519215045,0.858376511226252,0.802245250431779,0.724890829694323,0.79047619047619,0.66228354978355,0.666666666666667,0.783333333333333,0.644093851132686,0.76425855513308,0.829721362229102,0.742644239907475
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svd,8,146,154,4, low_bits_4_shifted_2, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.83333333 0.84259259 0.81481481 0.80555556 0.83018868],0.782122905027933,0.737430167597765,0.808035714285714,0.832684824902724,0.795539033457249,0.840148698884758,0.777142857142857,0.781609195402299,0.782108945527236,0.72189349112426,0.677777777777778,0.737765293383271,0.799533799533799,0.769058295964126,0.807862481315396
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.58196721 0.54166667 0.54166667 0.45       0.525     ],0.545,0.515,0.810379241516966,0.996666666666667,0.993355481727575,0.996677740863787,0.54726368159204,0.572916666666667,0.546073717948718,0.531400966183575,0.572916666666667,0.517227564102564,0.811507936507936,0.829614604462475,0.810681565492534
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120,4, low_bits_4, svdn,588,196,196,0.6,0.2,0.2, [0.52542373 0.49152542 0.55932203 0.59322034 0.56034483],0.51530612244898,0.48469387755102,0.652040816326531,0.764227642276423,0.799319727891156,0.753401360544218,0.536585365853658,0.604395604395604,0.521245421245421,0.52132701421801,0.561224489795918,0.48469387755102,0.66925315227934,0.714285714285714,0.652917505030181
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116,6, low_bits_5, svdn,936,312,312,0.6,0.2,0.2, [0.53723404 0.61702128 0.57978723 0.59139785 0.59139785],0.55448717948718,0.580128205128205,0.594871794871795,0.708064516129032,0.938034188034188,0.613247863247863,0.660146699266504,0.9,0.567283950617284,0.690307328605201,0.941935483870968,0.58243271008835,0.694980694980695,0.93143596377749,0.597865377060282
svm_model_N40_B80_E120_nb_zones_6_lab_svd,40,80,120,6, lab, svd,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.96385542 0.95783133 0.9695122  0.95121951 0.95121951],0.832116788321168,0.85036496350365,0.921282798833819,0.973913043478261,0.951456310679612,0.974514563106796,0.846666666666667,0.947761194029851,0.834594882729211,0.862876254180602,0.955555555555556,0.851878497202238,0.923076923076923,0.951541850220264,0.921501750001594
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.83510638 0.80645161 0.88172043 0.88709677 0.89247312],0.780645161290323,0.809677419354839,0.87951030927835,0.937888198757764,0.972103004291846,0.935622317596566,0.7875,0.812903225806452,0.780645161290323,0.809061488673139,0.816993464052288,0.809770617376462,0.882758620689655,0.909560723514212,0.879587559700551
svm_model_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70,12, low_bits_5, svdne,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.88285714 0.90804598 0.90229885 0.87643678 0.87643678],0.593059936908517,0.605678233438486,0.85563973063973,0.94804436660829,0.932261768082664,0.948909299655568,0.656,0.803921568627451,0.600131516021043,0.680306905370844,0.810975609756098,0.598298262394389,0.861637757160145,0.898989898989899,0.85563973063973
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154,4, low_bits_6, svd,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.91176471 0.875      0.86764706 0.92647059 0.81617647],0.690265486725664,0.765486725663717,0.846289752650177,0.921898928024502,0.885294117647059,0.925,0.672897196261682,0.626086956521739,0.691421856639248,0.741463414634146,0.730769230769231,0.762925598991173,0.837686567164179,0.803220035778175,0.845763595550519
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svdn,8,146,154, zones, lab, svdn,1266,422,422,0.6,0.2,0.2, [0.5        0.52362205 0.47244094 0.50396825 0.52777778],0.5260663507109,0.509478672985782,0.801895734597156,0.991318074191002,0.992101105845182,0.9913112164297,0.541284403669725,0.551401869158878,0.525700934579439,0.508313539192399,0.514423076923077,0.509547987059669,0.803201506591337,0.808530805687204,0.801895734597156
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svd,16,92,108, zones, low_bits_3, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.83333333 0.85833333 0.8        0.7877095  0.82960894],0.76551724137931,0.751724137931034,0.857323232323232,0.891671203048449,0.912026726057906,0.889198218262806,0.782051282051282,0.813333333333333,0.763809523809524,0.756756756756757,0.8,0.753333333333333,0.861349693251534,0.886363636363636,0.857323232323232
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdn,26,87,113, zones, low_bits_4_shifted_2, svdn,1194,398,398,0.6,0.2,0.2, [0.50833333 0.525      0.5        0.53781513 0.48739496],0.535175879396985,0.49748743718593,0.798492462311558,0.986599664991625,0.986599664991625,0.986599664991625,0.529262086513995,0.565217391304348,0.537281592848436,0.534883720930233,0.539906103286385,0.494277375967517,0.801189885969261,0.812877263581489,0.798506904883114
svm_model_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154,4, low_bits_3, svdne,466,155,155,0.600515463917526,0.199742268041237,0.199742268041237, [0.76595745 0.81914894 0.70212766 0.72826087 0.73913043],0.825806451612903,0.825806451612903,0.782216494845361,0.762886597938144,0.793991416309013,0.753218884120172,0.784,0.7,0.814705882352941,0.802919708029197,0.753424657534247,0.821834279986635,0.77376171352075,0.768617021276596,0.781808510638298
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svd,8,146,154,4, low_bits_4_shifted_2, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.83928571 0.83035714 0.75892857 0.75892857 0.79464286],0.720430107526882,0.747311827956989,0.829399141630901,0.894366197183098,0.907142857142857,0.892857142857143,0.74,0.691588785046729,0.725541227966402,0.751322751322751,0.788888888888889,0.748611111111111,0.833855799373041,0.836477987421384,0.829228004699703
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120,6, low_bits_3, svdne,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.83333333 0.78488372 0.80232558 0.8255814  0.81976744],0.797909407665505,0.749128919860627,0.868384401114206,0.931475029036005,0.930394431554524,0.931554524361949,0.809210526315789,0.814569536423841,0.796990650564862,0.766233766233766,0.797297297297297,0.747569511958001,0.871690427698574,0.879452054794521,0.868196282354767
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.53846154 0.46923077 0.53076923 0.5234375  0.5390625 ],0.469767441860465,0.511627906976744,0.785315985130112,0.981481481481482,0.984520123839009,0.981424148606811,0.446601941747573,0.474226804123711,0.470164249519483,0.524886877828054,0.542056074766355,0.511768778123918,0.785116279069767,0.800759013282733,0.78562540828071
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70,12, low_bits_6, svdne,1636,545,545,0.600146735143067,0.199926632428467,0.199926632428467, [0.92682927 0.8902439  0.92987805 0.91411043 0.92638037],0.591891891891892,0.624324324324324,0.877946127946128,1,1,1,0.662192393736018,0.836158192090395,0.602016919879395,0.695842450765864,0.823834196891192,0.61530692895407,0.885826771653543,0.946969696969697,0.877946127946128
ensemble_model_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108,10, low_bits_5, svdne,1470,490,490,0.6,0.2,0.2, [0.80272109 0.79931973 0.78571429 0.83333333 0.79931973],0.746136865342163,0.710816777041943,0.886363636363636,0.983493810178817,0.972789115646258,0.983673469387755,0.753747323340471,0.838095238095238,0.752380952380953,0.745631067961165,0.790123456790123,0.704585537918871,0.889162561576355,0.911616161616161,0.886363636363636
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113,10, low_bits_3, svdn,1494,498,498,0.6,0.2,0.2, [0.55       0.58666667 0.67449664 0.56375839 0.5738255 ],0.517006802721088,0.551020408163265,0.563973063973064,0.644684479818079,0.759036144578313,0.581659973226238,0.598870056497175,0.742990654205607,0.523477705957429,0.637362637362637,0.766519823788546,0.544474865165301,0.634696755994358,0.757575757575758,0.563973063973064
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svd,4,148,152, zones, lab, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.86928105 0.86928105 0.85947712 0.86842105 0.86842105],0.847058823529412,0.872941176470588,0.890993265993266,0.91025641025641,0.930537352555701,0.908256880733945,0.862579281183932,0.953271028037383,0.846303760464189,0.88412017167382,0.976303317535545,0.873665677459361,0.896358543417367,0.942760942760943,0.890993265993266
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.85470085 0.85042735 0.79059829 0.84615385 0.81034483],0.688946015424165,0.724935732647815,0.837615621788284,0.925423728813559,0.934931506849315,0.924657534246575,0.73866090712743,0.868020304568528,0.686614318950931,0.766884531590414,0.88,0.72042328042328,0.849666983824929,0.910295616717635,0.837013093332911
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_3_svdne,4,98,102, zones, low_bits_3, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.79310345 0.80924855 0.77456647 0.80635838 0.80057803],0.77639751552795,0.698757763975155,0.837962962962963,0.878241262683202,0.899538106235566,0.875288683602771,0.823529411764706,0.96,0.75891156462585,0.741333333333333,0.945578231292517,0.718503401360544,0.849432929213922,0.914141414141414,0.837962962962963
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdne,40,30,70,12, low_bits_4_shifted_2, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.88920455 0.89772727 0.91193182 0.90285714 0.92285714],0.658064516129032,0.732258064516129,0.917508417508418,0.995997712978845,0.992027334851936,0.996013667425968,0.674846625766871,0.714285714285714,0.658424908424909,0.753709198813056,0.814102564102564,0.731726606726607,0.918739635157545,0.932659932659933,0.917508417508417
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,558,186,186,0.6,0.2,0.2, [0.83035714 0.8125     0.73214286 0.85714286 0.85454545],0.768817204301075,0.790322580645161,0.873118279569892,0.9375,0.967741935483871,0.935483870967742,0.77720207253886,0.789473684210526,0.768363215731637,0.825112107623318,0.851851851851852,0.778490028490028,0.881048387096774,0.906639004149378,0.871846287788974
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116,8, low_bits_3, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.80737705 0.82377049 0.81818182 0.79338843 0.84710744],0.806930693069307,0.782178217821782,0.846191889218595,0.882780921584479,0.899505766062603,0.880560131795717,0.821917808219178,0.891089108910891,0.806930693069307,0.800904977375566,0.863414634146341,0.78095354822895,0.853094000944733,0.890532544378698,0.846059922983
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113,10, low_bits_4, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.81418919 0.76689189 0.80952381 0.81972789 0.7414966 ],0.678492239467849,0.674057649667406,0.783249158249158,0.852999340804219,0.877883310719132,0.848710990502035,0.704684317718941,0.768888888888889,0.678692232055064,0.707753479125249,0.787610619469027,0.673805309734513,0.794902429311031,0.84006734006734,0.783249158249158
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154,4, low_bits_3, svdne,618,206,206,0.6,0.2,0.2, [0.84677419 0.87096774 0.80645161 0.87903226 0.90163934],0.810679611650485,0.786407766990291,0.859223300970874,0.900958466453674,0.912621359223301,0.899676375404531,0.807881773399015,0.845360824742268,0.812588669251868,0.810344827586207,0.862385321100918,0.781708124467984,0.863336475023563,0.889320388349514,0.859223300970874
ensemble_model_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116,8, lab, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.92741935 0.9516129  0.9233871  0.93951613 0.91463415],0.883495145631068,0.907766990291262,0.943258971871969,0.974939369442199,0.974151857835218,0.974959612277868,0.891402714932127,0.920560747663551,0.881997545548948,0.911627906976744,0.96551724137931,0.908595941263818,0.94452347083926,0.961389961389961,0.943170614223246
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svd,8,146,154, zones, low_bits_4_shifted_2, svd,576,192,192,0.6,0.2,0.2, [0.80172414 0.8362069  0.87931034 0.75438596 0.85087719],0.682291666666667,0.713541666666667,0.847916666666667,0.946043165467626,0.913194444444444,0.947916666666667,0.677248677248677,0.60952380952381,0.689819376026273,0.678362573099415,0.644444444444444,0.709477124183007,0.84061135371179,0.797101449275362,0.848236259228876
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120,4, low_bits_4, svdn,648,216,216,0.6,0.2,0.2, [0.54615385 0.63076923 0.65384615 0.62307692 0.6640625 ],0.597222222222222,0.587962962962963,0.825925925925926,0.981481481481482,0.981481481481482,0.981481481481482,0.626609442060086,0.651785714285714,0.595123626373626,0.593607305936073,0.663265306122449,0.594344517468004,0.829090909090909,0.853932584269663,0.826233691402231
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116,8, low_bits_4, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.84552846 0.8442623  0.79508197 0.85245902 0.80737705],0.697788697788698,0.702702702702703,0.833497053045187,0.923572003218021,0.939443535188216,0.922258592471358,0.724832214765101,0.782608695652174,0.696304347826087,0.723112128146453,0.81025641025641,0.707014997581035,0.840620592383639,0.882527147087858,0.833736691823499
svm_model_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154,4, low_bits_2, svdne,672,224,224,0.6,0.2,0.2, [0.70588235 0.76865672 0.73880597 0.79104478 0.78358209],0.790178571428571,0.763392857142857,0.771428571428571,0.757009345794392,0.723214285714286,0.767857142857143,0.756476683937824,0.744897959183674,0.785147392290249,0.738916256157635,0.76530612244898,0.763605442176871,0.753371868978805,0.734962406015038,0.76969208736126
ensemble_model_N40_B80_E120_nb_zones_6_lab_svd,40,80,120,6, lab, svd,764,254,254,0.60062893081761,0.199685534591195,0.199685534591195, [0.97402597 0.96753247 0.98684211 0.99342105 0.98684211],0.905511811023622,0.866141732283464,0.95440251572327,1,1,1,0.909774436090225,0.937984496124031,0.904992248062016,0.87218045112782,0.920634920634921,0.86656746031746,0.955246913580247,0.971742543171115,0.954375208593431
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_5_svdne,8,96,104, zones, low_bits_5, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.79781421 0.73224044 0.80054645 0.76098901 0.77197802],0.64,0.76,0.877104377104377,0.931757119828049,0.949616648411829,0.930449069003286,0.685714285714286,0.850393700787402,0.654926580123431,0.801204819277108,0.898648648648649,0.748536922749521,0.883572567783094,0.932659932659933,0.877104377104377
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdne,4,148,152,8, low_bits_4_shifted_2, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.764      0.748      0.744      0.72580645 0.75806452],0.727710843373494,0.703614457831325,0.835741811175337,0.91725768321513,0.934189406099518,0.915730337078652,0.741418764302059,0.77511961722488,0.727365633855159,0.697788697788698,0.735751295336788,0.705713485506232,0.838618078561287,0.864390243902439,0.836096168573484
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152,8, low_bits_5, svd,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.74806202 0.77131783 0.74806202 0.7421875  0.7421875 ],0.764018691588785,0.759345794392523,0.827264239028945,0.86762360446571,0.846034214618973,0.870917573872473,0.756626506024096,0.713636363636364,0.765472027972028,0.75417661097852,0.731481481481482,0.759608665269043,0.8227969348659,0.79610750695088,0.827498720549758
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.55241935 0.59677419 0.60483871 0.53629032 0.60162602],0.504854368932039,0.553398058252427,0.789039767216295,0.961695191524042,0.953150242326333,0.962035541195476,0.569620253164557,0.668316831683168,0.507967939651108,0.611814345991561,0.687203791469194,0.550069557426139,0.8,0.843023255813953,0.788987356062317
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,1024,341,341,0.600234466588511,0.199882766705744,0.199882766705744, [0.59223301 0.55825243 0.57352941 0.54901961 0.56862745],0.501466275659824,0.530791788856305,0.785463071512309,0.964426877470356,0.953125,0.96484375,0.514285714285714,0.529411764705882,0.501547987616099,0.562841530054645,0.598837209302326,0.530187835420394,0.788194444444444,0.797423887587822,0.785449032995789
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116,6, low_bits_6, svdn,954,318,318,0.6,0.2,0.2, [0.60416667 0.58333333 0.58421053 0.57368421 0.63157895],0.547169811320755,0.468553459119497,0.749685534591195,0.915758176412289,0.968553459119497,0.910901467505241,0.6,0.63905325443787,0.541003137286049,0.486322188449848,0.54421768707483,0.473863229502327,0.765606595995289,0.819672131147541,0.749861159676656
svm_model_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113,8, low_bits_6, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.91803279 0.93442623 0.91735537 0.91735537 0.91735537],0.846534653465347,0.806930693069307,0.899604352126607,0.947191953059514,0.930807248764415,0.948105436573311,0.846534653465347,0.855,0.846617647058824,0.8125,0.8125,0.806760204081633,0.899155489319424,0.891625615763547,0.899636045220403
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152,4, low_bits_3, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.796875   0.859375   0.7734375  0.7578125  0.74603175],0.783018867924528,0.731132075471698,0.778719397363465,0.780730897009967,0.736677115987461,0.793103448275862,0.75531914893617,0.702970297029703,0.779413076442779,0.73972602739726,0.686440677966101,0.736837360259647,0.767096134786918,0.719330855018587,0.779512755753568
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.84090909 0.85606061 0.8030303  0.8030303  0.80769231],0.748858447488584,0.767123287671233,0.871350364963504,0.946889226100152,0.948328267477204,0.946808510638298,0.757709251101322,0.754385964912281,0.748621553884712,0.758293838862559,0.776699029126214,0.767659859390693,0.871467639015497,0.875457875457875,0.871365301365301
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154,4, low_bits_6, svdn,594,198,198,0.6,0.2,0.2, [0.43333333 0.46666667 0.55084746 0.46610169 0.44067797],0.53030303030303,0.54040404040404,0.515151515151515,0.58659217877095,0.707070707070707,0.501683501683502,0.623481781376518,0.719626168224299,0.513659237958303,0.634538152610442,0.705357142857143,0.51546926910299,0.603960396039604,0.709302325581395,0.506549896967913
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116,6, low_bits_5, svdn,834,278,278,0.6,0.2,0.2, [0.58333333 0.61309524 0.46987952 0.57228916 0.60240964],0.532374100719424,0.575539568345324,0.810071942446043,0.980676328502416,0.973621103117506,0.980815347721823,0.585987261146497,0.707692307692308,0.543035343035343,0.635802469135802,0.757352941176471,0.579380695940348,0.819918144611187,0.879941434846267,0.811257846136005
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154,4, low_bits_2, svdne,546,182,182,0.6,0.2,0.2, [0.74545455 0.83636364 0.84545455 0.82407407 0.83333333],0.747252747252747,0.752747252747253,0.843956043956044,0.903225806451613,0.871794871794872,0.906593406593407,0.738636363636364,0.738636363636364,0.746977756286267,0.761904761904762,0.791208791208791,0.752747252747253,0.840807174887892,0.829646017699115,0.843862310159601
svm_model_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154,8, lab, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.86521739 0.84347826 0.86956522 0.85652174 0.85964912],0.908376963350785,0.858638743455497,0.876569037656904,0.87960687960688,0.935540069686411,0.871951219512195,0.909560723514212,0.911917098445596,0.90833950160375,0.857142857142857,0.866310160427807,0.858796105854929,0.881168177240685,0.917190775681342,0.876653842955493
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,440,146,146,0.601092896174863,0.199453551912568,0.199453551912568, [0.59090909 0.63636364 0.56818182 0.60227273 0.56818182],0.561643835616438,0.547945205479452,0.814207650273224,0.986363636363636,0.986363636363636,0.986363636363636,0.58974358974359,0.567901234567901,0.560873694207028,0.620689655172414,0.642857142857143,0.53110599078341,0.823376623376623,0.823376623376623,0.813705602754594
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154,4, low_bits_5, svd,630,210,210,0.6,0.2,0.2, [0.79365079 0.74603175 0.83333333 0.80952381 0.84920635],0.523809523809524,0.595238095238095,0.757142857142857,0.892966360856269,0.926984126984127,0.888888888888889,0.59016393442623,0.705882352941176,0.528867102396514,0.65587044534413,0.771428571428571,0.595238095238095,0.777292576419214,0.852490421455939,0.757684604667363
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108,12, low_bits_4, svd,1758,586,586,0.6,0.2,0.2, [0.78409091 0.77556818 0.73863636 0.74431818 0.73142857],0.724919093851133,0.686084142394822,0.767676767676768,0.800646551724138,0.845278725824801,0.789533560864619,0.736842105263158,0.788079470198676,0.726318216111996,0.723646723646724,0.80379746835443,0.683355687819599,0.781818181818182,0.832491582491583,0.767676767676768
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152,4, low_bits_3, svd,612,204,204,0.6,0.2,0.2, [0.90322581 0.8852459  0.86885246 0.8852459  0.95081967],0.769607843137255,0.700980392156863,0.866666666666667,0.954692556634304,0.964052287581699,0.954248366013072,0.761421319796954,0.815217391304348,0.773680124223602,0.690355329949239,0.686868686868687,0.700577200577201,0.865612648221344,0.881287726358149,0.867030096448673
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdn,32,84,116, zones, low_bits_4_shifted_2, svdn,984,328,328,0.6,0.2,0.2, [0.52020202 0.55555556 0.54081633 0.55612245 0.54591837],0.545731707317073,0.472560975609756,0.798780487804878,0.991919191919192,0.997967479674797,0.991869918699187,0.573065902578797,0.581395348837209,0.543902802623733,0.470948012232416,0.509933774834437,0.475305870468066,0.801920768307323,0.819631901840491,0.798906860011155
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.78061224 0.79591837 0.80927835 0.82989691 0.80412371],0.787037037037037,0.777777777777778,0.858199753390876,0.91231527093596,0.950718685831622,0.908624229979466,0.801152737752161,0.837349397590361,0.785763306390117,0.80327868852459,0.859649122807017,0.77296181630547,0.866898148148148,0.908980582524272,0.85737249677592
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdne,8,146,154,4, low_bits_4_shifted_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.83064516 0.78225806 0.79508197 0.75409836 0.80327869],0.730392156862745,0.730392156862745,0.790606653620352,0.823728813559322,0.791530944625407,0.830618892508143,0.723618090452261,0.742268041237113,0.730947104730706,0.736842105263158,0.802083333333333,0.734375,0.785571142284569,0.784,0.790467432950192
ensemble_model_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104,12, low_bits_4, svdne,1782,594,594,0.6,0.2,0.2, [0.73743017 0.72191011 0.73595506 0.76966292 0.73033708],0.696969696969697,0.656565656565657,0.782407407407407,0.824038982133189,0.854096520763187,0.817620650953984,0.701986754966887,0.670886075949367,0.698752390492669,0.650684931506849,0.683453237410072,0.658182314907568,0.788201556739041,0.80976430976431,0.782407407407407
svm_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdne,26,87,113,8, low_bits_4_shifted_2, svdne,1164,388,388,0.6,0.2,0.2, [0.8974359  0.91452991 0.93103448 0.90948276 0.87068966],0.814432989690721,0.724226804123711,0.875773195876289,0.945993031358885,0.93298969072165,0.946735395189003,0.816326530612245,0.855614973262032,0.815867188123553,0.716180371352785,0.733695652173913,0.724690963341858,0.874282733437663,0.879328436516265,0.87583443102409
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_4_shifted_2_svdne,16,92,108, zones, low_bits_4_shifted_2, svdne,1512,504,504,0.6,0.2,0.2, [0.87171053 0.89403974 0.9205298  0.90066225 0.90397351],0.743055555555556,0.740740740740741,0.885521885521885,0.96752816434725,0.965608465608466,0.967592592592593,0.756043956043956,0.747826086956522,0.74272492466638,0.728155339805825,0.742574257425743,0.740852346104176,0.885521885521885,0.885521885521885,0.885521885521885
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,594,198,198,0.6,0.2,0.2, [0.78333333 0.725      0.72881356 0.71186441 0.72033898],0.797979797979798,0.742424242424242,0.829292929292929,0.871710526315789,0.892255892255892,0.868686868686869,0.782608695652174,0.757894736842105,0.796423096576392,0.711864406779661,0.670212765957447,0.738952536824877,0.825593395252838,0.823045267489712,0.829181363903586
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120,6, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.52604167 0.625      0.59895833 0.578125   0.62105263],0.608150470219436,0.54858934169279,0.583333333333333,0.658620689655172,0.797494780793319,0.586638830897704,0.663072776280323,0.78343949044586,0.610855547692066,0.628865979381443,0.782051282051282,0.553602328142205,0.653465346534653,0.791666666666667,0.584888059701493
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154,4, low_bits_5, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.83333333 0.77192982 0.80701754 0.75438596 0.8125    ],0.788359788359788,0.735449735449735,0.857293868921776,0.919499105545617,0.904929577464789,0.920774647887324,0.818181818181818,0.9375,0.785954301075269,0.761904761904762,0.869565217391304,0.738906320035858,0.863498483316481,0.904661016949153,0.857393799613817
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154,4, low_bits_6, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.49166667 0.475      0.45       0.52542373 0.52542373],0.46969696969697,0.48989898989899,0.792338709677419,1,1,1,0.438502673796791,0.436170212765958,0.468085106382979,0.507317073170732,0.525252525252525,0.48989898989899,0.791497975708502,0.796334012219959,0.792378582956287
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_shifted_2_svdne,4,148,152, zones, low_bits_4_shifted_2, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.73660714 0.74107143 0.77678571 0.74107143 0.71875   ],0.737265415549598,0.718498659517426,0.833869239013933,0.905892700087951,0.919642857142857,0.904464285714286,0.740740740740741,0.756756756756757,0.737420931569868,0.724409448818898,0.711340206185567,0.718798594712895,0.836497890295358,0.844515441959531,0.833800331551502
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.79411765 0.86       0.84       0.85       0.82      ],0.778443113772455,0.81437125748503,0.848086124401914,0.882703777335984,0.884462151394422,0.882470119521912,0.781065088757396,0.709677419354839,0.787271142109852,0.812121212121212,0.770114942528736,0.816307471264368,0.848267622461171,0.823665893271462,0.848869983672768
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152,8, low_bits_6, svdn,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.53982301 0.50442478 0.50884956 0.46428571 0.47321429],0.493333333333333,0.549333333333333,0.522921108742004,0.433403805496829,0.364120781527531,0.523978685612789,0.375,0.308108108108108,0.490896159317212,0.466876971608833,0.393617021276596,0.549749687108886,0.428844926611359,0.358974358974359,0.522572285870158
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154,6, low_bits_3, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.72413793 0.74418605 0.75       0.77325581 0.75581395],0.777003484320557,0.797909407665505,0.772980501392758,0.771300448430493,0.798143851508121,0.763341067285383,0.766423357664234,0.67741935483871,0.785679374389052,0.781954887218045,0.732394366197183,0.797231665857212,0.772346368715084,0.759615384615385,0.773169274228596
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120,4, low_bits_4, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.82786885 0.8442623  0.89166667 0.86666667 0.85833333],0.63681592039801,0.681592039800995,0.831013916500994,0.94453781512605,0.93046357615894,0.945364238410596,0.686695278969957,0.816326530612245,0.641172974043986,0.726495726495726,0.86734693877551,0.686100653853775,0.839924670433145,0.895582329317269,0.83164943237517
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdne,8,146,154,4, low_bits_4_shifted_2, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.78030303 0.84615385 0.78461538 0.83846154 0.79230769],0.695852534562212,0.723502304147465,0.834254143646409,0.921511627906977,0.97239263803681,0.91717791411043,0.760869565217391,0.905172413793103,0.680308979173779,0.769230769230769,0.862068965517241,0.713212700580403,0.852941176470588,0.935483870967742,0.831378299120235
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svd,40,80,120, zones, lab, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.95505618 0.97191011 0.97191011 0.97191011 0.96067416],0.85472972972973,0.881756756756757,0.939271255060729,0.986394557823129,0.97752808988764,0.986516853932584,0.86687306501548,0.939597315436242,0.854152399214719,0.888178913738019,0.972027972027972,0.884706796471503,0.940711462450593,0.968792401628222,0.939429757861091
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svd,16,92,108, zones, low_bits_2, svd,1836,612,612,0.6,0.2,0.2, [0.80978261 0.79347826 0.81793478 0.81693989 0.78415301],0.803703703703704,0.840740740740741,0.86026936026936,0.876439790575916,0.911764705882353,0.871459694989107,0.790513833992095,0.78125,0.802596830985915,0.849122807017544,0.852112676056338,0.840118838028169,0.86437908496732,0.890572390572391,0.86026936026936
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,1092,364,364,0.6,0.2,0.2, [0.79545455 0.75229358 0.75229358 0.82568807 0.77981651],0.736263736263736,0.755494505494506,0.857692307692308,0.932849364791288,0.941391941391941,0.932234432234432,0.758793969849246,0.825136612021858,0.735772725900432,0.7735368956743,0.812834224598931,0.753874739418109,0.863180137348125,0.891921397379913,0.857465123468717
ensemble_model_v2_N32_B84_E116_nb_zones_8_lab_svdne,32,84,116, zones, lab, svdne,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.95634921 0.96428571 0.93253968 0.95238095 0.94      ],0.887828162291169,0.9236276849642,0.948473282442748,0.976480129764801,0.957074721780604,0.976947535771065,0.885085574572127,0.882926829268293,0.887725096877137,0.923444976076555,0.914691943127962,0.923692125410135,0.947572815533981,0.933971291866029,0.94843188760761
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116,6, low_bits_6, svdn,792,264,264,0.6,0.2,0.2, [0.625      0.56329114 0.58227848 0.59493671 0.53164557],0.462121212121212,0.496212121212121,0.789393939393939,0.996207332490518,0.994949494949495,0.996212121212121,0.541935483870968,0.622222222222222,0.458397932816538,0.558139534883721,0.613138686131387,0.491608713144434,0.801711840228245,0.841317365269461,0.788756842143933
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108,12, low_bits_6, svd,1800,600,600,0.6,0.2,0.2, [0.87777778 0.92777778 0.89722222 0.925      0.9       ],0.680555555555556,0.663194444444444,0.87962962962963,0.94559730790802,0.936666666666667,0.946111111111111,0.72289156626506,0.821917808219178,0.678564537912406,0.688102893890675,0.753521126760563,0.664431796256994,0.882110469909316,0.900673400673401,0.879629629629629
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.87704918 0.82786885 0.75409836 0.83606557 0.78333333],0.678217821782178,0.633663366336634,0.823122529644269,0.932432432432432,0.907894736842105,0.93421052631579,0.697674418604651,0.707547169811321,0.676690251572327,0.663636363636364,0.688679245283019,0.630797955974843,0.82570593962999,0.821705426356589,0.823151100275069
ensemble_model_v2_N16_B92_E108_nb_zones_10_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,1416,472,472,0.6,0.2,0.2, [0.8028169  0.78169014 0.76408451 0.79078014 0.78368794],0.669491525423729,0.669491525423729,0.836864406779661,0.948771929824561,0.954802259887006,0.948446327683616,0.6953125,0.726530612244898,0.6672300638317,0.689243027888446,0.775784753363229,0.675040971059124,0.842148421484215,0.873299319727891,0.836987497701783
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.85655738 0.81557377 0.81557377 0.84016393 0.86065574],0.768472906403941,0.793103448275862,0.84498031496063,0.889605157131346,0.904918032786885,0.887704918032787,0.787330316742082,0.844660194174757,0.767330097087379,0.794117647058824,0.805970149253731,0.79322897706589,0.8493543758967,0.873156342182891,0.844952555327899
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113,10, low_bits_2, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.50328947 0.58881579 0.51644737 0.5397351  0.54635762],0.493023255813954,0.493023255813954,0.53956228956229,0.567105263157895,0.568601583113456,0.565963060686016,0.488262910798122,0.5,0.493243243243243,0.504545454545455,0.5,0.492788461538462,0.541492036881811,0.543771043771044,0.53956228956229
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152,4, low_bits_3, svdn,582,194,194,0.6,0.2,0.2, [0.53389831 0.56034483 0.57758621 0.50862069 0.55172414],0.494845360824742,0.54639175257732,0.578350515463918,0.623946037099494,0.63573883161512,0.616838487972509,0.494845360824742,0.470588235294118,0.49616368286445,0.564356435643564,0.606382978723404,0.548191489361702,0.586450960566229,0.595482546201232,0.578279575378049
svm_model_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116,8, low_bits_2, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.85585586 0.80630631 0.85585586 0.86486486 0.8       ],0.804878048780488,0.775067750677507,0.818526543878657,0.845626072041167,0.889891696750902,0.837545126353791,0.804347826086957,0.808743169398907,0.804909219108056,0.786632390745501,0.80952380952381,0.774206349206349,0.825793031721269,0.857451403887689,0.818399614987323
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.55       0.47457627 0.5        0.5        0.47457627],0.553299492385787,0.441624365482234,0.794117647058823,0.991596638655462,0.996621621621622,0.991554054054054,0.572815533980582,0.595959595959596,0.553081838796124,0.46078431372549,0.489583333333333,0.442811468646865,0.798009950248756,0.816700610997963,0.794208891357568
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_shifted_2_svdne,8,146,154, zones, low_bits_4_shifted_2, svdne,730,243,243,0.600328947368421,0.199835526315789,0.199835526315789, [0.82876712 0.82191781 0.82191781 0.85616438 0.85616438],0.691358024691358,0.683127572016461,0.852796052631579,0.96404793608522,0.991780821917808,0.963013698630137,0.714828897338403,0.796610169491525,0.694305084745763,0.73356401384083,0.834645669291338,0.675943524300842,0.862624712202609,0.921311475409836,0.85256992912406
ensemble_model_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154,8, lab, svdne,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.87301587 0.85714286 0.86111111 0.884      0.892     ],0.866028708133971,0.832535885167464,0.898183556405354,0.931978107896794,0.949044585987261,0.930732484076433,0.872146118721461,0.964646464646465,0.870959595959596,0.848484848484848,0.924528301886792,0.831196189778348,0.90224873795319,0.947013487475915,0.898554182068128
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.65517241 0.68965517 0.62068966 0.61494253 0.62790698],0.543252595155709,0.56401384083045,0.787690179806362,0.944127708095781,0.953917050691244,0.943548387096774,0.614035087719298,0.714285714285714,0.540241448692153,0.627218934911243,0.697368421052632,0.556713407606608,0.802825947334618,0.852660300136426,0.78677895792235
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120,4, low_bits_4, svdne,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.80909091 0.79090909 0.7962963  0.77777778 0.85185185],0.662983425414365,0.646408839779006,0.854304635761589,0.987155963302752,0.988970588235294,0.987132352941177,0.696517412935323,0.721649484536082,0.658443789887089,0.659574468085106,0.826666666666667,0.672767295597484,0.858672376873662,0.903153153153153,0.85525623025623
svm_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdne,32,84,116,6, low_bits_4_shifted_2, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.94565217 0.92391304 0.90217391 0.95054945 0.96153846],0.724590163934426,0.701639344262295,0.873525557011796,0.980176211453744,0.971615720524018,0.980349344978166,0.735849056603773,0.75974025974026,0.724240990797282,0.723404255319149,0.762820512820513,0.700202202718981,0.87588424437299,0.88671875,0.873438530672823
svm_model_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152,10, lab, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.49305556 0.47552448 0.51748252 0.45454545 0.52797203],0.521186440677966,0.5,0.526936026936027,0.523054755043228,0.506983240223464,0.537709497206704,0.490990990990991,0.482300884955752,0.519605727030722,0.504201680672269,0.487804878048781,0.500539607165983,0.512998266897747,0.498316498316498,0.526936026936027
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svdn,16,92,108, zones, lab, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.59776536 0.60893855 0.58988764 0.58426966 0.58426966],0.554054054054054,0.557432432432432,0.841329966329966,0.937016574585635,0.95067264573991,0.93609865470852,0.568627450980392,0.604166666666667,0.555372807017544,0.586750788643533,0.611842105263158,0.555921052631579,0.845047266748869,0.865319865319865,0.841329966329966
svm_model_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113,8, low_bits_5, svdne,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.87398374 0.89754098 0.90163934 0.91393443 0.87704918],0.687960687960688,0.656019656019656,0.847249508840864,0.963333333333333,0.945990180032733,0.963993453355156,0.735966735966736,0.815668202764977,0.678886732961436,0.692982456140351,0.81025641025641,0.662203676826318,0.854468881609733,0.89247311827957,0.847026292604741
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113,8, low_bits_6, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.95934959 0.93089431 0.92682927 0.93089431 0.89344262],0.740831295843521,0.753056234718826,0.892961876832845,0.990228013029316,0.990228013029316,0.990228013029316,0.771551724137931,0.899497487437186,0.744986838956688,0.784648187633262,0.884615384615385,0.750765403750478,0.898658028690421,0.951028403525955,0.893075177372733
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svdn,26,87,113, zones, lab, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.63851351 0.64527027 0.68243243 0.62837838 0.64285714],0.55011135857461,0.641425389755011,0.793350168350168,0.915455746367239,0.937753721244926,0.91339648173207,0.566523605150215,0.613953488372093,0.552703239912542,0.676056338028169,0.717948717948718,0.638044126416219,0.801776342349617,0.835858585858586,0.793350168350168
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154,6, low_bits_2, svd,894,298,298,0.6,0.2,0.2, [0.82222222 0.81111111 0.74157303 0.8258427  0.83146067],0.76510067114094,0.785234899328859,0.794630872483222,0.807174887892377,0.805369127516778,0.807606263982103,0.756944444444444,0.689873417721519,0.76993670886076,0.766423357664233,0.73943661971831,0.783179848320693,0.789546079779917,0.768406961178046,0.794701461746493
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154,6, low_bits_3, svd,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.76829268 0.74691358 0.68518519 0.75925926 0.7654321 ],0.785185185185185,0.792592592592593,0.871301775147929,0.927884615384615,0.950738916256158,0.926108374384236,0.760330578512397,0.713178294573643,0.782121062180439,0.798561151079137,0.770833333333333,0.794146825396825,0.871301775147929,0.867452135493373,0.871318935503001
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.74347826 0.79565217 0.73043478 0.76521739 0.78508772],0.636125654450262,0.633507853403141,0.808577405857741,0.926333615580017,0.952961672473868,0.924216027874564,0.65679012345679,0.665,0.634697802197802,0.65,0.726256983240223,0.638990560585629,0.81570996978852,0.849947534102833,0.808706822317319
svm_model_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154,4, low_bits_6, svdne,576,192,192,0.6,0.2,0.2, [0.8362069  0.86206897 0.84482759 0.9122807  0.92105263],0.744791666666667,0.744791666666667,0.829166666666667,0.888135593220339,0.909722222222222,0.885416666666667,0.756218905472637,0.783505154639175,0.744384156266956,0.763285024154589,0.806122448979592,0.74348675640469,0.835671342685371,0.863354037267081,0.82895165175723
svm_model_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102,12, low_bits_2, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.83333333 0.82240437 0.82786885 0.79781421 0.81318681],0.722627737226277,0.795620437956204,0.803451178451178,0.823032223983096,0.852297592997812,0.816739606126914,0.672413793103448,0.590909090909091,0.717989756722151,0.779527559055118,0.697183098591549,0.79934912505335,0.80369903320723,0.804713804713805,0.803451178451178
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152,4, low_bits_3, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.43636364 0.51818182 0.5        0.42727273 0.43636364],0.562841530054645,0.469945355191257,0.806768558951965,1,1,1,0.611650485436893,0.605769230769231,0.556049172346641,0.439306358381503,0.422222222222222,0.469175627240143,0.809472551130248,0.801705756929638,0.806893146921195
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154,4, low_bits_5, svdn,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.49264706 0.52205882 0.50735294 0.55970149 0.57462687],0.493333333333333,0.497777777777778,0.590586145648313,0.625,0.576923076923077,0.653846153846154,0.412371134020619,0.350877192982456,0.495258416311048,0.469483568075117,0.427350427350427,0.500712250712251,0.55286129970902,0.500878734622144,0.591552473235668
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.88181818 0.88181818 0.85454545 0.87272727 0.92592593],0.637362637362637,0.664835164835165,0.856359649122807,0.992700729927007,0.992700729927007,0.992700729927007,0.705357142857143,0.806122448979592,0.623299319727891,0.705314009661836,0.776595744680851,0.661025145067698,0.866189989785495,0.909871244635193,0.855159837564233
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdne,26,87,113,8, low_bits_4_shifted_2, svdne,1110,370,370,0.6,0.2,0.2, [0.88738739 0.86936937 0.82432432 0.86036036 0.87837838],0.783783783783784,0.778378378378378,0.889189189189189,0.96,0.92972972972973,0.961261261261261,0.793814432989691,0.846153846153846,0.784779050736498,0.778378378378378,0.8,0.778947368421053,0.888161483906165,0.887677208287895,0.889176224722726
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154,4, low_bits_6, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.90163934 0.86885246 0.86065574 0.8852459  0.83333333],0.673267326732673,0.727722772277228,0.853754940711462,0.956239870340357,0.970394736842105,0.955592105263158,0.697247706422018,0.826086956521739,0.685770750988142,0.751131221719457,0.813725490196078,0.726862745098039,0.859848484848485,0.911646586345382,0.854655977997594
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120,6, low_bits_2, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.55813953 0.48837209 0.46511628 0.53529412 0.54117647],0.526315789473684,0.540350877192982,0.813464235624123,1,1,1,0.466403162055336,0.415492957746479,0.525928297055058,0.513011152416357,0.482517482517483,0.540554515906628,0.806966618287373,0.779803646563815,0.813464235624123
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113,10, low_bits_4, svd,1428,476,476,0.6,0.2,0.2, [0.75524476 0.77622378 0.77272727 0.7972028  0.72887324],0.651898734177215,0.656118143459916,0.793771043771044,0.888888888888889,0.907563025210084,0.886554621848739,0.707964601769911,0.840336134453782,0.651100270616721,0.711504424778761,0.851694915254237,0.656939894601909,0.810664605873261,0.882996632996633,0.793771043771044
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svd,8,146,154,6, low_bits_4_shifted_2, svd,906,302,302,0.6,0.2,0.2, [0.81318681 0.80769231 0.78571429 0.85       0.83888889],0.71523178807947,0.665562913907285,0.809933774834437,0.884792626728111,0.847682119205298,0.88962472406181,0.690647482014388,0.685714285714286,0.713227513227513,0.657627118644068,0.664383561643836,0.665525114155251,0.800832755031228,0.780784844384303,0.809328868365952
svm_model_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120,6, lab, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.67045455 0.68181818 0.73295455 0.69886364 0.70689655],0.660958904109589,0.688356164383562,0.688782489740082,0.723670490093848,0.790432801822323,0.698177676537585,0.679611650485437,0.772058823529412,0.668080693815988,0.729970326409496,0.803921568627451,0.682536323882071,0.716510903426791,0.789835164835165,0.689195511572896
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.8373494  0.87951807 0.85542169 0.86144578 0.8253012 ],0.778985507246377,0.778985507246377,0.866859623733719,0.927400468384075,0.95421686746988,0.925301204819277,0.769811320754717,0.728571428571429,0.779726890756302,0.774907749077491,0.783582089552239,0.779114988438091,0.867625899280575,0.875181422351234,0.866883640468546
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.60240964 0.54216867 0.72560976 0.67073171 0.58536585],0.558394160583942,0.5,0.798104956268222,0.97719087635054,0.987864077669903,0.976941747572816,0.581314878892734,0.617647058823529,0.558823529411765,0.550819672131147,0.631578947368421,0.503732736095558,0.805886475122635,0.844346549192364,0.798439555348715
svm_model_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116,6, low_bits_5, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.83529412 0.83333333 0.85119048 0.86309524 0.89285714],0.667857142857143,0.717857142857143,0.825249643366619,0.910209102091021,0.878859857482185,0.913301662707838,0.691029900332226,0.8,0.676666666666667,0.742671009771987,0.808510638297872,0.717204959436706,0.827586206896552,0.84971098265896,0.825559716681592
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154,4, low_bits_5, svdn,464,154,154,0.601036269430052,0.199481865284974,0.199481865284974, [0.58510638 0.56382979 0.54347826 0.51086957 0.47826087],0.409090909090909,0.487012987012987,0.77979274611399,1,1,1,0.389261744966443,0.381578947368421,0.408738191632929,0.538011695906433,0.605263157894737,0.488529014844804,0.783163265306122,0.799479166666667,0.779894222508591
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152,8, low_bits_6, svdn,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.46311475 0.48360656 0.5        0.49173554 0.48347107],0.523456790123457,0.466666666666667,0.798124383020731,1,1,1,0.528117359413203,0.504672897196262,0.524587757498654,0.451776649746193,0.432038834951456,0.467275698882763,0.797424467558197,0.783073929961089,0.798350592235054
ensemble_model_v2_N8_B146_E154_nb_zones_8_lab_svdne,8,146,154, zones, lab, svdne,1260,420,420,0.6,0.2,0.2, [0.88492063 0.9047619  0.88888889 0.88492063 0.90079365],0.840476190476191,0.85,0.89952380952381,0.938309215536938,0.977777777777778,0.935714285714286,0.851441241685144,0.888888888888889,0.839052287581699,0.862745098039216,0.891891891891892,0.847461097461097,0.905083220872694,0.941947565543071,0.898783860290915
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154,6, low_bits_2, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.77647059 0.73809524 0.77380952 0.76190476 0.73214286],0.753571428571429,0.828571428571429,0.827389443651926,0.862183020948181,0.928741092636579,0.851543942992874,0.766101694915254,0.795774647887324,0.752959787711778,0.843137254901961,0.848684210526316,0.826685855263158,0.839522546419098,0.885314685314685,0.82620901660203
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.53731343 0.45454545 0.46212121 0.5        0.5       ],0.545454545454545,0.545454545454545,0.813067150635209,0.990909090909091,0.987915407854985,0.990936555891239,0.557522123893805,0.5625,0.545138888888889,0.565217391304348,0.560344827586207,0.54459549071618,0.815412186379928,0.813953488372093,0.813054092252345
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152,8, low_bits_5, svdn,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.5        0.42105263 0.48245614 0.47807018 0.47345133],0.525065963060686,0.517150395778364,0.507383966244726,0.336817653890825,0.254833040421793,0.498242530755712,0.366197183098592,0.282608695652174,0.518227424749164,0.362369337979094,0.276595744680851,0.515261223125766,0.347765363128492,0.26461211477152,0.505604486705132
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdne,32,84,116,6, low_bits_4_shifted_2, svdne,912,304,304,0.6,0.2,0.2, [0.9076087  0.86813187 0.88461538 0.92857143 0.91208791],0.766447368421053,0.796052631578947,0.882236842105263,0.947608200455581,0.912280701754386,0.949561403508772,0.781538461538462,0.888111888111888,0.773248490639795,0.816568047337278,0.8625,0.792361111111111,0.883841661258923,0.897233201581028,0.882256548228096
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.87301587 0.87903226 0.88709677 0.88709677 0.86290323],0.753623188405797,0.753623188405797,0.871621621621622,0.951486697965571,0.977491961414791,0.95016077170418,0.786610878661088,0.854545454545455,0.746860356138707,0.795180722891566,0.883928571428571,0.741964285714286,0.881987577639751,0.932457786116323,0.869807421885199
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_4_svdne,4,98,102, zones, low_bits_4, svdne,1872,624,624,0.6,0.2,0.2, [0.7606383  0.7459893  0.77807487 0.75935829 0.80213904],0.666666666666667,0.607142857142857,0.812710437710438,0.861228813559322,0.868589743589744,0.860042735042735,0.674418604651163,0.68503937007874,0.66651968503937,0.631970260223048,0.68,0.607716535433071,0.815734989648033,0.829124579124579,0.812710437710438
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120,8, low_bits_3, svd,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.77559055 0.78346457 0.84126984 0.82539683 0.78571429],0.781472684085511,0.786223277909739,0.806742640075973,0.830188679245283,0.870253164556962,0.821993670886076,0.776699029126213,0.758293838862559,0.781527871812232,0.798206278026906,0.824074074074074,0.785207768744354,0.813559322033898,0.838526912181303,0.806560495250155
svm_model_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152,4, low_bits_3, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.92622951 0.82786885 0.86885246 0.91803279 0.8442623 ],0.763546798029557,0.778325123152709,0.83759842519685,0.876712328767123,0.839344262295082,0.881967213114754,0.783783783783784,0.844660194174757,0.762330097087379,0.771573604060914,0.808510638297872,0.780402108139762,0.835493519441675,0.834661354581673,0.837564140325856
ensemble_model_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70,12, low_bits_5, svdne,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.86390533 0.89349112 0.92261905 0.89880952 0.91666667],0.696531791907514,0.65606936416185,0.892255892255892,0.980792316926771,0.970308788598575,0.980997624703088,0.724409448818898,0.788571428571429,0.695455304928989,0.686015831134565,0.760233918128655,0.657259816207184,0.894476504534213,0.913299663299663,0.892255892255892
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,570,190,190,0.6,0.2,0.2, [0.50877193 0.39473684 0.45614035 0.46491228 0.48245614],0.442105263157895,0.463157894736842,0.777894736842105,0.994727592267135,0.992982456140351,0.994736842105263,0.417582417582418,0.372549019607843,0.447638146167558,0.451612903225806,0.432989690721649,0.463806673317814,0.774813233724653,0.75,0.77843347639485
ensemble_model_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113,8, low_bits_5, svdne,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.85267857 0.88738739 0.89189189 0.86936937 0.86486486],0.743243243243243,0.7,0.883909287257019,0.991928251121076,0.994604316546763,0.991906474820144,0.753246753246753,0.783783783783784,0.743243243243243,0.717557251908397,0.779005524861878,0.701672074600251,0.886423666138405,0.90997830802603,0.884021412077531
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svd,8,146,154,6, low_bits_4_shifted_2, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.83516484 0.78333333 0.81111111 0.82777778 0.81666667],0.73,0.683333333333333,0.848202396804261,0.944915254237288,0.988913525498891,0.942350332594235,0.770538243626062,0.871794871794872,0.72409188034188,0.72463768115942,0.850340136054422,0.686607976523943,0.861144945188794,0.937665782493369,0.84784358643385
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152,4, low_bits_4, svd,470,156,156,0.601023017902813,0.199488491048593,0.199488491048593, [0.69148936 0.71276596 0.70212766 0.69148936 0.61702128],0.692307692307692,0.775641025641026,0.709718670076726,0.707317073170732,0.740425531914894,0.693617021276596,0.714285714285714,0.759493670886076,0.69143514713135,0.790419161676647,0.846153846153846,0.775641025641026,0.725513905683192,0.76530612244898,0.709576138147567
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108,12, low_bits_3, svdn,1674,558,558,0.6,0.2,0.2, [0.52083333 0.50297619 0.53892216 0.50898204 0.54491018],0.498575498575499,0.472934472934473,0.531565656565657,0.564814814814815,0.583034647550777,0.550776583034648,0.497142857142857,0.508771929824561,0.498830409356725,0.49591280653951,0.505555555555556,0.472076023391813,0.54478527607362,0.560606060606061,0.531565656565657
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svd,4,148,152,10, low_bits_4_shifted_2, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.72260274 0.70547945 0.74827586 0.67586207 0.67586207],0.707158351409978,0.700650759219089,0.756313131313131,0.806329113924051,0.876203576341128,0.789546079779917,0.739884393063584,0.845814977973568,0.70923227531157,0.742537313432836,0.85042735042735,0.69834142851764,0.780265654648956,0.865319865319865,0.756313131313131
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152,4, low_bits_3, svdne,488,162,162,0.600985221674877,0.199507389162562,0.199507389162562, [0.75510204 0.80612245 0.75510204 0.81632653 0.82291667],0.734567901234568,0.740740740740741,0.822660098522167,0.881763527054108,0.901639344262295,0.879098360655738,0.74251497005988,0.898550724637681,0.755726975222066,0.78125,0.892857142857143,0.73489010989011,0.832167832167832,0.899244332493703,0.824320961427574
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116,8, low_bits_2, svdne,1340,446,446,0.600358422939068,0.199820788530466,0.199820788530466, [0.89552239 0.90671642 0.8880597  0.86940299 0.85820896],0.748878923766816,0.721973094170404,0.839605734767025,0.912981455064194,0.955223880597015,0.908955223880597,0.774193548387097,0.860986547085202,0.748878923766816,0.75,0.849315068493151,0.724217005612214,0.850459482038429,0.91546762589928,0.839876670092497
svm_model_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116,6, low_bits_6, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.98275862 0.97701149 0.93678161 0.94767442 0.95348837],0.694444444444444,0.704861111111111,0.868238557558946,0.9806598407281,0.995381062355658,0.980369515011547,0.708609271523179,0.781021897810219,0.698457968772659,0.743202416918429,0.788461538461538,0.697261072261072,0.874338624338624,0.910468319559229,0.867943656986318
ensemble_model_v2_N8_B96_E104_nb_zones_12_low_bits_4_svdne,8,96,104, zones, low_bits_4, svdne,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.71005917 0.69822485 0.71301775 0.69822485 0.74556213],0.682215743440233,0.688046647230321,0.822811447811448,0.879624192601292,0.886390532544379,0.878698224852071,0.670694864048338,0.668674698795181,0.681794976516234,0.672782874617737,0.621468926553672,0.690252535565993,0.821685726387124,0.816498316498316,0.822811447811448
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154,6, low_bits_6, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.81097561 0.85365854 0.80246914 0.82098765 0.80864198],0.789667896678967,0.811808118081181,0.828908554572271,0.849148418491484,0.857493857493857,0.847665847665848,0.808080808080808,0.839160839160839,0.78676791958042,0.793522267206478,0.809917355371901,0.811625344352617,0.830161054172767,0.845007451564829,0.829073068848108
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.90650407 0.90650407 0.88211382 0.91803279 0.88934426],0.83578431372549,0.816176470588235,0.910381978452497,0.96597510373444,0.949429037520392,0.966557911908646,0.840855106888361,0.885,0.836730769230769,0.825986078886311,0.876847290640394,0.816472425808002,0.911035488575596,0.922244094488189,0.910439786035517
svm_model_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154,4, low_bits_5, svdne,630,210,210,0.6,0.2,0.2, [0.82539683 0.84126984 0.79365079 0.76984127 0.75396825],0.714285714285714,0.747619047619048,0.773333333333333,0.810318664643399,0.847619047619048,0.801587301587302,0.716981132075472,0.716981132075472,0.714259796806967,0.743961352657005,0.726415094339623,0.747822931785196,0.779220779220779,0.79696394686907,0.773242967698397
svm_model_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113,10, lab, svdne,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.95859873 0.92993631 0.9522293  0.94267516 0.95833333],0.920792079207921,0.933168316831683,0.941077441077441,0.948895899053628,0.959183673469388,0.948341836734694,0.919597989949749,0.924242424242424,0.920859076198882,0.934624697336562,0.936893203883495,0.933093066588212,0.941569282136895,0.94949494949495,0.941077441077441
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.82142857 0.83673469 0.81958763 0.82989691 0.84020619],0.783950617283951,0.746913580246914,0.833538840937115,0.872844827586207,0.831622176591376,0.878850102669404,0.794117647058824,0.775862068965517,0.784597701149425,0.746913580246913,0.746913580246914,0.746913580246914,0.830402010050251,0.803159173754557,0.833995106276527
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154,6, low_bits_3, svdn,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.5        0.45698925 0.52150538 0.49462366 0.43548387],0.5,0.503225806451613,0.537371134020619,0.593843098311817,0.641630901287554,0.561158798283262,0.542772861356932,0.582278481012658,0.498376082611592,0.533333333333333,0.57516339869281,0.504142208900545,0.571599045346062,0.616473616473616,0.537269066301324
svm_model_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108,12, lab, svdne,1692,564,564,0.6,0.2,0.2, [0.93823529 0.95266272 0.9408284  0.95857988 0.94674556],0.859649122807017,0.912280701754386,0.935185185185185,0.955294117647059,0.959810874704492,0.955082742316785,0.865168539325843,0.88,0.859161676646706,0.912790697674419,0.940119760479042,0.912917023096664,0.935833333333333,0.945286195286195,0.935185185185185
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120,6, low_bits_4, svd,972,324,324,0.6,0.2,0.2, [0.84183673 0.80412371 0.84020619 0.83505155 0.84020619],0.694444444444444,0.666666666666667,0.83395061728395,0.934873949579832,0.915637860082304,0.936213991769547,0.711370262390671,0.717647058823529,0.693239113827349,0.656050955414013,0.64375,0.666387195121951,0.832815413300186,0.821078431372549,0.834046678372842
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152,4, low_bits_4, svd,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.81967213 0.75833333 0.76666667 0.84166667 0.81666667],0.625,0.675,0.800399201596806,0.905362776025236,0.953488372093023,0.900332225913621,0.663677130044843,0.804347826086956,0.638285024154589,0.713656387665198,0.9,0.695454545454545,0.81549815498155,0.915113871635611,0.80437774506636
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116,6, low_bits_5, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.87765957 0.88709677 0.88172043 0.86021505 0.87634409],0.693548387096774,0.732258064516129,0.871134020618557,0.976344086021506,0.974248927038627,0.976394849785408,0.709480122324159,0.743589743589744,0.693223443223443,0.749244712990937,0.770186335403727,0.730730751594481,0.874055415617129,0.886334610472541,0.870995653740822
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113,10, low_bits_3, svdn,1620,540,540,0.6,0.2,0.2, [0.61111111 0.5617284  0.61419753 0.55555556 0.59259259],0.597883597883598,0.563492063492063,0.841329966329966,0.96291718170581,0.961728395061728,0.962962962962963,0.61025641025641,0.597989949748744,0.597877656438618,0.547945205479452,0.558659217877095,0.563249206928497,0.841129372102823,0.84006734006734,0.841329966329966
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_4_shifted_2_svdne,32,84,116, zones, low_bits_4_shifted_2, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.92134831 0.85955056 0.92613636 0.85795455 0.86931818],0.727891156462585,0.659863945578231,0.855298913043478,0.961761297798378,0.938914027149321,0.962669683257919,0.766081871345029,0.916083916083916,0.732876395128051,0.712643678160919,0.905109489051095,0.67548468083128,0.86284610431423,0.92797783933518,0.856655586334257
svm_model_N32_B84_E116_nb_zones_10_lab_svd,32,84,116,10, lab, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.96       0.95333333 0.96333333 0.94630872 0.93959732],0.85,0.8,0.92550505050505,0.984511784511784,0.977272727272727,0.984625668449198,0.869565217391304,0.960698689956332,0.845278254930773,0.815126050420168,0.919431279620853,0.804693805749291,0.928252938792055,0.963804713804714,0.92550505050505
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_6_svdne,40,30,70, zones, low_bits_6, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.91761364 0.91193182 0.92       0.9        0.90857143],0.64951768488746,0.668810289389068,0.897306397306397,0.981735159817351,0.980615735461802,0.98175598631699,0.696378830083565,0.806451612903226,0.650020678246485,0.714681440443213,0.826923076923077,0.668300248138958,0.901294498381877,0.937710437710438,0.897306397306397
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.52352941 0.48235294 0.54117647 0.6        0.48809524],0.585106382978723,0.613475177304965,0.824362606232295,0.974178403755868,0.97877358490566,0.974056603773585,0.606060606060606,0.620689655172414,0.584067455323433,0.582375478927203,0.558823529411765,0.6116035455278,0.824113475177305,0.824113475177305,0.824362253854565
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_4_shifted_2_svdne,40,30,70, zones, low_bits_4_shifted_2, svdne,1706,568,568,0.600281491907108,0.199859254046446,0.199859254046446, [0.94444444 0.91520468 0.90350877 0.93235294 0.92058824],0.588059701492537,0.653731343283582,0.889309764309764,0.99469652327637,0.989449003516999,0.994724501758499,0.651515151515152,0.786585365853659,0.592123092283554,0.693121693121693,0.766081871345029,0.651333618599344,0.893565358154593,0.929292929292929,0.889309764309764
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.80769231 0.81538462 0.78461538 0.86923077 0.87692308],0.708333333333333,0.74537037037037,0.828096118299446,0.892744479495268,0.870769230769231,0.895384615384615,0.738589211618257,0.773913043478261,0.703788204907447,0.72636815920398,0.760416666666667,0.746875,0.827137546468401,0.830223880597015,0.82811560330217
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154,4, low_bits_4, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.75       0.66964286 0.8        0.71818182 0.77272727],0.58695652173913,0.565217391304348,0.740780911062907,0.852575488454707,0.866425992779783,0.850180505415162,0.651376146788991,0.724489795918367,0.577361177028951,0.550561797752809,0.590361445783132,0.567457950614339,0.750782064650678,0.786026200873362,0.741073445264267
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108,12, low_bits_4, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.75141243 0.76420455 0.73295455 0.75284091 0.78693182],0.697068403908795,0.684039087947883,0.894781144781145,0.965909090909091,0.964812712826334,0.965947786606129,0.73352435530086,0.82051282051282,0.69502462217694,0.718840579710145,0.821192052980132,0.686237052131092,0.898125509372453,0.927609427609428,0.894781144781145
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_4_shifted_2_svdne,26,87,113, zones, low_bits_4_shifted_2, svdne,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.89316239 0.81196581 0.8974359  0.85042735 0.81896552],0.737789203084833,0.70694087403599,0.873072970195272,0.973160173160173,0.962328767123288,0.973458904109589,0.758293838862559,0.796019900497512,0.735775907695565,0.728571428571429,0.784615384615385,0.706740681998414,0.876314471707561,0.892857142857143,0.872929606625259
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154,4, low_bits_5, svdne,684,228,228,0.6,0.2,0.2, [0.87681159 0.86956522 0.80147059 0.80882353 0.86764706],0.728070175438597,0.736842105263158,0.849122807017544,0.923076923076923,0.87719298245614,0.926900584795322,0.761538461538462,0.9,0.733898305084746,0.777777777777778,0.897435897435897,0.732501732501732,0.854237288135593,0.885764499121265,0.849186978107043
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svd,8,146,154, zones, low_bits_4_shifted_2, svd,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.82222222 0.82222222 0.82777778 0.79775281 0.79775281],0.711409395973154,0.704697986577181,0.829088471849866,0.910497237569061,0.919642857142857,0.909598214285714,0.713333333333333,0.722972972972973,0.711486486486487,0.726708074534162,0.745222929936306,0.702398699010706,0.833005893909627,0.844621513944223,0.8289413388395
ensemble_model_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120,6, lab, svdn,948,316,316,0.6,0.2,0.2, [0.70526316 0.68421053 0.67894737 0.7        0.70744681],0.724683544303797,0.70253164556962,0.811392405063291,0.882882882882883,0.930379746835443,0.876582278481013,0.754929577464789,0.82716049382716,0.722021805355139,0.725146198830409,0.805194805194805,0.705066538399872,0.824292452830189,0.884810126582278,0.811392405063291
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svd,16,92,108,12, low_bits_4_shifted_2, svd,1830,610,610,0.6,0.2,0.2, [0.87704918 0.89344262 0.87431694 0.85519126 0.86065574],0.677655677655678,0.728937728937729,0.872053872053872,0.921978021978022,0.916939890710382,0.9224043715847,0.710526315789474,0.76056338028169,0.674174819911837,0.727941176470588,0.755725190839695,0.729975271476185,0.873121869782972,0.88047138047138,0.872053872053872
ensemble_model_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152,10, lab, svdn,1524,508,508,0.6,0.2,0.2, [0.52941176 0.58496732 0.48026316 0.51973684 0.5       ],0.542253521126761,0.511737089201878,0.82996632996633,0.999344262295082,1,0.999343832020997,0.545454545454546,0.546728971962617,0.54223241050961,0.52073732718894,0.533018867924528,0.511836536766003,0.830820770519263,0.835016835016835,0.82996632996633
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116,8, low_bits_4, svdn,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.54237288 0.57627119 0.55555556 0.60683761 0.5982906 ],0.59079283887468,0.570332480818414,0.588957055214724,0.679676985195155,0.8603066439523,0.594548551959114,0.67479674796748,0.860103626943005,0.594193227612917,0.658536585365854,0.848167539267016,0.576583769633508,0.674493927125506,0.857878475798146,0.590868171909226
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108,12, low_bits_6, svd,1722,574,574,0.6,0.2,0.2, [0.88439306 0.9127907  0.89534884 0.87209302 0.9127907 ],0.810397553516819,0.785932721712538,0.911195286195286,0.954096455549099,0.953542392566783,0.954123112659698,0.81437125748503,0.839506172839506,0.810662177328844,0.8,0.848484848484848,0.785353535353535,0.912266112266112,0.923400673400673,0.911195286195286
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.80645161 0.83064516 0.75806452 0.78225806 0.75806452],0.689320388349515,0.650485436893204,0.813953488372093,0.904761904761905,0.858064516129032,0.909677419354839,0.724137931034483,0.823529411764706,0.690610859728507,0.678571428571429,0.716981132075472,0.648490566037736,0.816091954022988,0.822393822393822,0.813920646605471
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.49152542 0.53389831 0.51694915 0.55932203 0.52118644],0.508905852417303,0.519083969465649,0.792980671414039,0.978867286559594,0.98135593220339,0.978813559322034,0.508905852417303,0.510204081632653,0.508909147415311,0.516624040920716,0.537234042553192,0.519836533471718,0.793085917641078,0.80082135523614,0.793051806650328
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154,4, low_bits_4, svd,498,166,166,0.6,0.2,0.2, [0.8        0.73       0.8        0.83       0.76530612],0.692771084337349,0.680722891566265,0.842168674698795,0.946745562130178,0.963855421686747,0.94578313253012,0.727272727272727,0.85,0.698255813953488,0.725388601036269,0.875,0.6875,0.852311161217587,0.924205378973105,0.843337843880852
svm_model_N8_B146_E154_nb_zones_10_lab_svd,8,146,154,10, lab, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.86896552 0.86896552 0.90689655 0.87241379 0.85763889],0.8125,0.810344827586207,0.858585858585859,0.894009216589862,0.937845303867403,0.888812154696132,0.822085889570552,0.881578947368421,0.813670829616414,0.825396825396826,0.88135593220339,0.809099018733274,0.86624203821656,0.915824915824916,0.858585858585859
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152,8, low_bits_5, svdn,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.488 0.472 0.456 0.492 0.48 ],0.456730769230769,0.461538461538462,0.783381364073007,0.99919935948759,0.9984,0.9992,0.45933014354067,0.477611940298507,0.457410621312045,0.458937198067633,0.456730769230769,0.461538461538462,0.783277270543008,0.788201160541586,0.78341355737003
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svd,40,80,120,4, low_bits_4_shifted_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [1.         0.97457627 0.97457627 1.         1.        ],0.678571428571429,0.678571428571429,0.871690427698574,1,1,1,0.712328767123288,0.829787234042553,0.684501460158532,0.731914893617021,0.811320754716981,0.666771488469602,0.879310344827586,0.927272727272727,0.871233899570655
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120,4, low_bits_6, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.95833333 0.95762712 0.97457627 0.97457627 0.93220339],0.6751269035533,0.67005076142132,0.863083164300203,0.989864864864865,0.989864864864865,0.989864864864865,0.748031496062992,0.922330097087379,0.663292708118157,0.741035856573705,0.911764705882353,0.661145510835913,0.87693710118505,0.960079840319361,0.861483219128753
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154,6, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.80526316 0.78947368 0.76315789 0.76315789 0.80319149],0.848101265822785,0.822784810126582,0.886075949367089,0.920997920997921,0.934599156118144,0.919831223628692,0.862068965517241,0.892857142857143,0.84507722007722,0.832335329341317,0.86875,0.822195512820513,0.890510948905109,0.912718204488778,0.88566501484079
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154,6, low_bits_2, svdn,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.5875     0.48125    0.51265823 0.48101266 0.48734177],0.534090909090909,0.465909090909091,0.524205748865356,0.556500607533414,0.576826196473552,0.540302267002519,0.532319391634981,0.569105691056911,0.536325895173845,0.424489795918367,0.426229508196721,0.463114754098361,0.527422990232907,0.546728971962617,0.524835074216603
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116,10, low_bits_3, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.83116883 0.80718954 0.81372549 0.79411765 0.83333333],0.812796208530806,0.808056872037915,0.818602693602693,0.829880728185813,0.862924281984334,0.823107049608355,0.817551963048499,0.830985915492958,0.81262214434935,0.816326530612245,0.861244019138756,0.808556281869847,0.825293879205513,0.856902356902357,0.818602693602693
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,706,235,235,0.600340136054422,0.199829931972789,0.199829931972789, [0.80985915 0.84507042 0.80985915 0.83571429 0.81428571],0.748936170212766,0.727659574468085,0.858843537414966,0.937590711175617,0.915014164305949,0.939093484419264,0.746781115879828,0.756521739130435,0.749094202898551,0.746031746031746,0.752,0.726,0.858603066439523,0.849915682967959,0.858920105634923
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154,6, low_bits_3, svdn,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.5304878  0.5        0.52469136 0.51234568 0.5617284 ],0.501845018450184,0.457564575645757,0.792035398230088,1,1,1,0.49438202247191,0.536585365853659,0.504779169413316,0.461538461538462,0.4921875,0.459380463286713,0.791728212703102,0.814589665653495,0.792681652310988
ensemble_model_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116,6, low_bits_6, svdne,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.94329897 0.95360825 0.92783505 0.92783505 0.94791667],0.77639751552795,0.782608695652174,0.904466501240695,0.987704918032787,0.995867768595041,0.987603305785124,0.802197802197802,0.901234567901235,0.775617283950617,0.790419161676647,0.874172185430464,0.787963285697688,0.908004778972521,0.95357590966123,0.90500881372632
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152,6, low_bits_3, svd,864,288,288,0.6,0.2,0.2, [0.76436782 0.74137931 0.81395349 0.71511628 0.76744186],0.78125,0.770833333333333,0.776388888888889,0.796628029504742,0.875,0.77662037037037,0.806153846153846,0.909722222222222,0.78125,0.807017543859649,0.92,0.764347826086957,0.800742574257426,0.891184573002755,0.775424219274487
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152,4, low_bits_4, svdn,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.43269231 0.51923077 0.49038462 0.57692308 0.54901961],0.5,0.534883720930232,0.523201856148492,0.57092819614711,0.629343629343629,0.527027027027027,0.537634408602151,0.555555555555556,0.497289972899729,0.587628865979381,0.678571428571429,0.538149350649351,0.56782334384858,0.623556581986143,0.522734001948782
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.74561404 0.77192982 0.81578947 0.79824561 0.8125    ],0.73015873015873,0.772486772486772,0.838266384778013,0.897391304347826,0.908450704225352,0.89612676056338,0.738461538461539,0.73469387755102,0.729984301412873,0.77720207253886,0.852272727272727,0.777621512151215,0.841121495327103,0.861702127659574,0.838414089039871
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.93678161 0.95402299 0.94252874 0.9137931  0.96511628],0.698961937716263,0.678200692041522,0.871369294605809,0.993071593533487,0.990783410138249,0.993087557603687,0.728971962616822,0.78,0.695755395683453,0.704761904761905,0.776223776223776,0.679207778522847,0.876165113182423,0.905089408528198,0.871181700091637
ensemble_model_v2_N26_B87_E113_nb_zones_8_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,1194,398,398,0.6,0.2,0.2, [0.875      0.90416667 0.91596639 0.8697479  0.87815126],0.64070351758794,0.655778894472362,0.838190954773869,0.964586846543002,0.958123953098828,0.964824120603015,0.682926829268293,0.754901960784314,0.637760258742672,0.682134570765661,0.742424242424242,0.656212121212121,0.844294003868472,0.873873873873874,0.83804692684612
svm_model_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120,6, low_bits_2, svdne,804,268,268,0.6,0.2,0.2, [0.82716049 0.7962963  0.825      0.80625    0.825     ],0.809701492537313,0.828358208955224,0.828358208955224,0.841477949940405,0.878109452736318,0.834577114427861,0.810408921933085,0.872,0.813622377622377,0.842465753424658,0.917910447761194,0.828358208955224,0.835714285714286,0.885022692889561,0.829109284589111
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120,8, low_bits_3, svd,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.79090909 0.84090909 0.75688073 0.73853211 0.75229358],0.813186813186813,0.813186813186813,0.847420417124039,0.870437956204379,0.872029250457038,0.870201096892139,0.826530612244898,0.861702127659574,0.811532882011605,0.817204301075269,0.830601092896175,0.813090601696706,0.850537634408602,0.861655773420479,0.847310187595195
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108,12, low_bits_5, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.81989247 0.84864865 0.80810811 0.77297297 0.84594595],0.709923664122137,0.709923664122137,0.851851851851852,0.892008639308855,0.892008639308855,0.892008639308855,0.716417910447761,0.744186046511628,0.710438887917468,0.714285714285714,0.714285714285714,0.709856035437431,0.852472757753562,0.856060606060606,0.851851851851852
ensemble_model_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102,12, low_bits_2, svdne,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.77941176 0.82058824 0.84705882 0.82058824 0.83529412],0.766272189349112,0.792899408284024,0.832491582491583,0.854810495626822,0.86235294117647,0.853529411764706,0.726643598615917,0.65625,0.760709269662921,0.790419161676647,0.741573033707865,0.795786516853933,0.829769033361848,0.816498316498316,0.832491582491583
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120,6, low_bits_4, svd,918,306,306,0.6,0.2,0.2, [0.80434783 0.81521739 0.80978261 0.85326087 0.87362637],0.699346405228758,0.683006535947712,0.857516339869281,0.967670011148272,0.945533769063181,0.968409586056645,0.689189189189189,0.689189189189189,0.69902497434143,0.668941979522184,0.695035460992908,0.68388136686009,0.853297442799462,0.8475935828877,0.857300627760986
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.80952381 0.80612245 0.73129252 0.78767123 0.76027397],0.69010989010989,0.663736263736264,0.831649831649832,0.928859060402685,0.94406548431105,0.927694406548431,0.734463276836158,0.878378378378378,0.694553996056142,0.720292504570384,0.84549356223176,0.659233267602366,0.84423676012461,0.912457912457912,0.831649831649832
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120,4, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.94827586 0.95689655 0.96551724 0.93965517 0.93965517],0.761658031088083,0.709844559585492,0.894409937888199,1,1,1,0.788990825688073,0.924731182795699,0.767365591397849,0.764705882352941,0.866666666666667,0.69469696969697,0.901544401544402,0.956967213114754,0.893755573084574
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154,4, low_bits_4, svdn,460,153,153,0.600522193211488,0.199738903394256,0.199738903394256, [0.65217391 0.55434783 0.5        0.55434783 0.55434783],0.490196078431373,0.477124183006536,0.557441253263707,0.565947242206235,0.51304347826087,0.606521739130435,0.472972972972973,0.388888888888889,0.511904761904762,0.384615384615385,0.324675324675325,0.478127136021873,0.512230215827338,0.448362720403023,0.561579734185251
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152,4, low_bits_4, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.46226415 0.49056604 0.45192308 0.45192308 0.47115385],0.563218390804598,0.482758620689655,0.809633027522936,1,1,1,0.542168674698795,0.5625,0.563164893617021,0.4375,0.421686746987952,0.480074142724745,0.804705882352941,0.804705882352941,0.809511777865508
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113,10, low_bits_2, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.54635762 0.48344371 0.52649007 0.45695364 0.5       ],0.506912442396313,0.488479262672811,0.816498316498316,1,1,1,0.540772532188841,0.545454545454545,0.504254366323332,0.519480519480519,0.591133004926108,0.494700701597253,0.821018062397373,0.841750841750842,0.816498316498317
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdne,8,146,154,6, low_bits_4_shifted_2, svdne,894,298,298,0.6,0.2,0.2, [0.84444444 0.83888889 0.79775281 0.88202247 0.82022472],0.802013422818792,0.738255033557047,0.818791946308725,0.843713278495887,0.803131991051454,0.851230425055929,0.79863481228669,0.769736842105263,0.802676640230714,0.75,0.75974025974026,0.737509018759019,0.81456043956044,0.787516600265604,0.81913143446116
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svd,40,80,120,4, low_bits_4_shifted_2, svd,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.96212121 0.97727273 0.98484848 0.98461538 0.95384615],0.688073394495413,0.711009174311927,0.878205128205128,0.996951219512195,0.996951219512195,0.996951219512195,0.736434108527132,0.904761904761905,0.695743784239359,0.778947368421053,0.917355371900826,0.685481809661753,0.88907422852377,0.962093862815884,0.876957712077087
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.80737705 0.82786885 0.82644628 0.81818182 0.79752066],0.806930693069307,0.811881188118812,0.865479723046489,0.9056,0.932454695222405,0.902800658978583,0.807881773399015,0.769953051643193,0.809060295455104,0.785310734463277,0.751351351351351,0.807182524990744,0.864676616915423,0.864676616915423,0.86547498495722
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154,6, low_bits_5, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.86263736 0.80769231 0.82777778 0.86111111 0.85      ],0.807308970099668,0.767441860465116,0.839973439575033,0.870264064293915,0.838495575221239,0.875,0.816455696202532,0.848684210526316,0.806892440833628,0.777070063694267,0.782051282051282,0.766887709991158,0.83944037308461,0.828947368421053,0.840076901368703
svm_model_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152,8, low_bits_6, svdne,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.82283465 0.85433071 0.82142857 0.83730159 0.81349206],0.755344418052257,0.776722090261283,0.806742640075973,0.833333333333333,0.830696202531646,0.833860759493671,0.735218508997429,0.697560975609756,0.753873080397471,0.77511961722488,0.736363636363636,0.778629579375848,0.803096274794388,0.785241248817408,0.806824628221859
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svd,32,84,116,8, low_bits_4_shifted_2, svd,1092,364,364,0.6,0.2,0.2, [0.87727273 0.87614679 0.92201835 0.92201835 0.90366972],0.67032967032967,0.653846153846154,0.853296703296703,0.980645161290322,0.974358974358974,0.980769230769231,0.68421052631579,0.778443113772455,0.67856165840907,0.675257731958763,0.723756906077348,0.65422817981463,0.855909336211549,0.887024608501119,0.853879474876909
ensemble_model_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113,10, lab, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.94217687 0.94897959 0.95918367 0.94178082 0.95890411],0.898901098901099,0.907692307692308,0.952020202020202,0.982093663911846,0.972714870395634,0.982264665757162,0.899563318777293,0.895652173913044,0.898937198067633,0.907079646017699,0.911111111111111,0.907729468599034,0.951735817104149,0.946127946127946,0.952020202020202
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.86315789 0.84736842 0.91489362 0.81382979 0.88829787],0.735668789808917,0.729299363057325,0.840966921119593,0.912017167381974,0.900423728813559,0.913135593220339,0.726072607260726,0.705128205128205,0.735475494969166,0.715719063545151,0.703947368421053,0.728516894087069,0.837027379400261,0.823076923076923,0.840831390831391
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152,6, low_bits_3, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.83888889 0.84444444 0.80555556 0.85       0.84269663],0.725752508361204,0.739130434782609,0.825534759358289,0.886389201349831,0.87750556792873,0.887527839643652,0.711267605633803,0.726618705035971,0.725809352517986,0.746753246753247,0.771812080536913,0.73923937360179,0.823767724510466,0.827679782903664,0.825565846656048
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svdn,40,80,120, zones, lab, svdn,882,294,294,0.6,0.2,0.2, [0.7247191  0.67045455 0.68181818 0.69886364 0.72727273],0.653061224489796,0.63265306122449,0.814965986394558,0.931111111111111,0.950113378684807,0.929705215419501,0.650684931506849,0.748031496062992,0.664434909708143,0.698324022346369,0.757575757575758,0.61522198731501,0.824516129032258,0.871759890859482,0.815120108251993
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154,6, low_bits_2, svdn,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.5304878  0.53658537 0.47560976 0.56707317 0.4695122 ],0.523809523809524,0.476190476190476,0.800146412884334,1,1,1,0.514925373134328,0.530769230769231,0.524125874125874,0.468401486988848,0.470149253731343,0.476081821110276,0.798820928518792,0.804154302670623,0.800198538618549
ensemble_model_v2_N32_B84_E116_nb_zones_6_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.97058824 0.91764706 0.94705882 0.94705882 0.93529412],0.724381625441696,0.717314487632509,0.883474576271186,0.991696322657177,0.983529411764706,0.991764705882353,0.769230769230769,0.902777777777778,0.721173061550759,0.75,0.869565217391304,0.720989505247376,0.890073284477015,0.944837340876945,0.883561124599262
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108,12, low_bits_2, svdn,1764,588,588,0.6,0.2,0.2, [0.5        0.53107345 0.50568182 0.50568182 0.47727273],0.545751633986928,0.506535947712418,0.592592592592593,0.642405063291139,0.69047619047619,0.615646258503401,0.572307692307692,0.628378378378378,0.548366404379063,0.549253731343284,0.582278481012658,0.503977078344167,0.621283255086072,0.668350168350168,0.592592592592593
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svd,4,148,152,10, low_bits_4_shifted_2, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.73051948 0.77272727 0.80194805 0.74675325 0.80718954],0.708830548926014,0.684964200477327,0.830808080808081,0.900403768506057,0.869960988296489,0.903771131339402,0.726457399103139,0.713656387665198,0.708390693832599,0.676470588235294,0.71875,0.687568832599119,0.828205128205128,0.815656565656566,0.830808080808081
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,876,292,292,0.6,0.2,0.2, [0.52272727 0.53409091 0.51136364 0.52298851 0.54597701],0.530821917808219,0.503424657534247,0.803424657534247,0.994311717861206,0.997716894977169,0.994292237442922,0.505415162454874,0.492957746478873,0.52981220657277,0.487632508833922,0.469387755102041,0.5036593947924,0.800555941626129,0.792297111416781,0.803379115053547
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154,4, low_bits_4, svdn,558,186,186,0.6,0.2,0.2, [0.55357143 0.50892857 0.48214286 0.49107143 0.53636364],0.483870967741936,0.46236559139785,0.789247311827957,1,1,1,0.48936170212766,0.51685393258427,0.485231090003475,0.456521739130435,0.428571428571429,0.464285714285714,0.789247311827957,0.78755364806867,0.789250961965369
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svd,40,80,120, zones, low_bits_4_shifted_2, svd,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.9        0.92727273 0.9537037  0.93518519 0.96296296],0.685082872928177,0.729281767955801,0.881898454746137,0.998158379373849,0.996323529411765,0.998161764705882,0.681564245810056,0.7625,0.693131188118812,0.758620689655172,0.819148936170213,0.725666422108095,0.884324324324324,0.917040358744395,0.882433222850458
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.97014925 0.93283582 0.99253731 0.97014925 0.94029851],0.766816143497758,0.730941704035874,0.895161290322581,0.992481203007519,0.985074626865672,0.992537313432836,0.803030303030303,0.905982905982906,0.759595226576359,0.765625,0.882882882882883,0.731620012870013,0.90126582278481,0.948490230905862,0.894679111836294
ensemble_model_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108,12, lab, svdne,1854,618,618,0.6,0.2,0.2, [0.91935484 0.92204301 0.94324324 0.93513514 0.93243243],0.850574712643678,0.885057471264368,0.947811447811448,0.969829950630828,0.95361380798274,0.970334412081985,0.848249027237354,0.858267716535433,0.850775649312493,0.892086330935252,0.925373134328358,0.883946409683864,0.947413061916879,0.94023569023569,0.947811447811448
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,734,244,244,0.600654664484452,0.199672667757774,0.199672667757774, [0.4527027  0.42567568 0.45890411 0.49315068 0.45890411],0.454918032786885,0.483606557377049,0.786415711947627,0.997267759562842,0.994550408719346,0.997275204359673,0.494296577946768,0.532786885245902,0.454918032786885,0.483606557377049,0.495798319327731,0.483899159663866,0.789346246973366,0.804276315789474,0.786502978741642
ensemble_model_N8_B146_E154_nb_zones_10_lab_svd,8,146,154,10, lab, svd,1422,474,474,0.6,0.2,0.2, [0.85314685 0.8415493  0.83098592 0.88028169 0.87323944],0.860759493670886,0.843881856540084,0.89662447257384,0.929482874412357,0.973277074542897,0.926160337552743,0.8715953307393,0.910569105691057,0.858793324775353,0.845833333333333,0.878787878787879,0.844743733632622,0.901329037454692,0.941919191919192,0.896509511357227
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.5        0.45689655 0.54347826 0.54347826 0.53478261],0.484375,0.4921875,0.786160249739854,0.984402079722704,0.984402079722704,0.984402079722704,0.50251256281407,0.50251256281407,0.483688713839468,0.493506493506493,0.47979797979798,0.492587161942001,0.787816210635003,0.783367556468172,0.786198546166576
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdne,8,146,154,6, low_bits_4_shifted_2, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.74731183 0.75       0.80978261 0.73369565 0.79347826],0.771986970684039,0.781758957654723,0.834635416666667,0.869565217391304,0.845986984815618,0.873101952277657,0.768211920529801,0.805555555555556,0.773943421949557,0.8,0.832298136645963,0.779162766953118,0.834419817470665,0.835509138381201,0.834637686073717
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120,6, low_bits_2, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.80978261 0.82608696 0.80434783 0.82417582 0.85164835],0.780327868852459,0.80655737704918,0.844036697247706,0.883089770354906,0.923580786026201,0.877729257641921,0.785942492012779,0.836734693877551,0.782291397571687,0.812698412698413,0.825806451612903,0.806236559139785,0.849936948297604,0.886842105263158,0.844204342448811
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154,6, low_bits_5, svd,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.78658537 0.84146341 0.85365854 0.81707317 0.80246914],0.801470588235294,0.808823529411765,0.86417033773862,0.899618805590851,0.865525672371638,0.903422982885086,0.823529411764706,0.828947368421053,0.79780701754386,0.825503355704698,0.884892086330935,0.807107697300806,0.867002156721783,0.861428571428571,0.864249028916703
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,768,256,256,0.6,0.2,0.2, [0.86363636 0.82467532 0.85064935 0.87012987 0.86842105],0.640625,0.68359375,0.8421875,0.962091503267974,0.958333333333333,0.962239583333333,0.640625,0.694915254237288,0.644559076394006,0.694339622641509,0.779661016949153,0.690555146155736,0.842923794712286,0.874193548387097,0.843157380254154
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113,10, low_bits_6, svd,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.93670886 0.90822785 0.92993631 0.9044586  0.93312102],0.718204488778055,0.728179551122195,0.884259259259259,0.965695792880259,0.947903430749682,0.966327827191868,0.744920993227991,0.868421052631579,0.725679720628586,0.770526315789474,0.867298578199052,0.720491394362684,0.88834754364596,0.920875420875421,0.884259259259259
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svd,26,87,113,10, low_bits_4_shifted_2, svd,1404,468,468,0.6,0.2,0.2, [0.88652482 0.88297872 0.88214286 0.88928571 0.86428571],0.747863247863248,0.782051282051282,0.86025641025641,0.921611721611722,0.896011396011396,0.923789173789174,0.772200772200772,0.91743119266055,0.758715596330275,0.816546762589928,0.93801652892562,0.776530388356615,0.865928659286593,0.908777969018933,0.860585928482302
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.77586207 0.80813953 0.79069767 0.84302326 0.80232558],0.672473867595819,0.672473867595819,0.816852367688022,0.916387959866221,0.953596287703016,0.912993039443156,0.713414634146341,0.866666666666667,0.683333333333333,0.711656441717791,0.892307692307692,0.691376776090152,0.83043197936815,0.925287356321839,0.820076110593352
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,618,206,206,0.6,0.2,0.2, [0.52419355 0.48387097 0.55645161 0.55645161 0.47540984],0.5,0.480582524271845,0.794174757281553,0.996753246753247,0.993527508090615,0.996763754045307,0.487562189054726,0.4375,0.505984042553192,0.467661691542289,0.412280701754386,0.488749046529367,0.791748526522593,0.753271028037383,0.795827433210611
svm_model_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120,6, lab, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.95789474 0.97894737 0.95744681 0.95744681 0.97340426],0.840764331210191,0.837579617834395,0.920483460559796,0.974137931034483,0.957627118644068,0.974576271186441,0.857954545454545,0.94375,0.838758116883117,0.853025936599424,0.942675159235669,0.837579617834395,0.923171481253841,0.951837769328264,0.920363329108576
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152,8, low_bits_6, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.84051724 0.82758621 0.8362069  0.79130435 0.82608696],0.742857142857143,0.766233766233766,0.846832814122534,0.908145580589255,0.906574394463668,0.908304498269896,0.749367088607595,0.762886597938144,0.74269984347169,0.779411764705882,0.815384615384615,0.765587044534413,0.84925907000511,0.859358841778697,0.846780567917503
svm_model_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152,4, low_bits_4, svdne,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.78688525 0.81967213 0.81147541 0.81147541 0.75833333],0.608910891089109,0.638613861386139,0.745059288537549,0.818493150684932,0.786184210526316,0.825657894736842,0.606965174129353,0.598039215686274,0.609019607843137,0.625641025641026,0.598039215686274,0.639019607843137,0.736734693877551,0.710629921259842,0.745195913010874
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154,6, low_bits_6, svdn,846,282,282,0.6,0.2,0.2, [0.5        0.51176471 0.49411765 0.52380952 0.49404762],0.521276595744681,0.51063829787234,0.572340425531915,0.484375,0.366430260047281,0.609929078014184,0.360189573459716,0.277372262773723,0.514548200352378,0.349056603773585,0.26241134751773,0.51063829787234,0.432737535277516,0.328102710413695,0.570962497661008
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdn,40,80,120,4, low_bits_4_shifted_2, svdn,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.61       0.61       0.6122449  0.63265306 0.59183673],0.518292682926829,0.49390243902439,0.596107055961071,0.679245283018868,0.728744939271255,0.65587044534413,0.663829787234042,0.896551724137931,0.493730407523511,0.602870813397129,0.851351351351351,0.525675675675676,0.659137577002053,0.786764705882353,0.597488633134413
svm_model_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154,6, low_bits_3, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.7712766  0.75268817 0.78494624 0.77956989 0.80645161],0.829032258064516,0.738709677419355,0.804123711340206,0.807692307692308,0.766094420600858,0.817596566523605,0.816608996539792,0.836879432624114,0.829682319862353,0.746081504702195,0.793333333333333,0.740416666666667,0.796246648793566,0.784676354029062,0.803658931731512
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svdn,4,148,152, zones, lab, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.49342105 0.50657895 0.48675497 0.49668874 0.54635762],0.519721577726218,0.505800464037123,0.818181818181818,0.992105263157895,0.996036988110964,0.992073976221929,0.528473804100228,0.520179372197309,0.519705070714039,0.510344827586207,0.533653846153846,0.506737236978268,0.819548872180451,0.825757575757576,0.818181818181818
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116,8, low_bits_5, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.93145161 0.93951613 0.94758065 0.9516129  0.92741935],0.595641646489104,0.634382566585956,0.846079380445305,1,1,1,0.690166975881261,0.857142857142857,0.581632653061224,0.709055876685934,0.893203883495146,0.635007738849022,0.861618798955614,0.949185043144775,0.845071504954596
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120,4, low_bits_6, svdn,624,208,208,0.6,0.2,0.2, [0.62698413 0.61111111 0.5483871  0.52419355 0.67741935],0.495192307692308,0.519230769230769,0.563461538461538,0.701080432172869,0.935897435897436,0.600961538461538,0.591439688715953,0.745098039215686,0.499907510173881,0.59349593495935,0.737373737373737,0.529237327402465,0.660179640718563,0.859649122807017,0.567395718898765
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116,8, low_bits_4, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.56967213 0.59016393 0.63636364 0.59504132 0.59917355],0.584158415841584,0.613861386138614,0.808605341246291,0.948571428571428,0.957166392092257,0.948105436573311,0.639484978540772,0.745,0.585735294117647,0.657894736842105,0.735294117647059,0.612647058823529,0.819748486259898,0.870425321463897,0.808605341246291
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.51530612 0.50510204 0.53571429 0.50510204 0.58163265],0.552147239263804,0.51840490797546,0.813112745098039,0.9979633401222,1,0.997959183673469,0.532051282051282,0.515527950310559,0.551703369094673,0.501587301587302,0.503184713375796,0.517864546037011,0.810441267868241,0.806930693069307,0.81305272517543
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_shifted_2_svdne,8,146,154, zones, low_bits_4_shifted_2, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.67934783 0.77717391 0.75274725 0.75824176 0.6978022 ],0.74671052631579,0.68421052631579,0.837056504599211,0.917672886937431,0.914660831509847,0.917943107221006,0.770149253731343,0.843137254901961,0.746071938709259,0.69620253164557,0.797101449275362,0.693731447529247,0.841229193341869,0.878342245989305,0.837749934364161
ensemble_model_N32_B84_E116_nb_zones_10_lab_svd,32,84,116,10, lab, svd,1632,544,544,0.6,0.2,0.2, [0.94512195 0.94785276 0.96319018 0.95398773 0.93865031],0.916666666666667,0.884408602150538,0.958333333333333,0.984539270253556,0.975490196078431,0.98468137254902,0.922693266832918,0.934343434343434,0.915447579240683,0.880222841225627,0.908045977011494,0.885841170323929,0.958350862431637,0.958754208754209,0.958333333333333
svm_model_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154,4, low_bits_4, svdne,642,214,214,0.6,0.2,0.2, [0.71538462 0.7734375  0.75       0.7109375  0.765625  ],0.663551401869159,0.658878504672897,0.732710280373832,0.78796992481203,0.81619937694704,0.780373831775701,0.663551401869159,0.797752808988764,0.682876404494382,0.715953307392996,0.793103448275862,0.646551724137931,0.748239436619718,0.807984790874525,0.73395563073138
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152,4, low_bits_4, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8046875  0.765625   0.84920635 0.80952381 0.77777778],0.66824644549763,0.66824644549763,0.759469696969697,0.815533980582524,0.794952681388013,0.820189274447949,0.578313253012048,0.527472527472527,0.651236263736264,0.646464646464646,0.576576576576577,0.673288288288288,0.741344195519348,0.701348747591522,0.75849560284604
svm_model_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152,8, low_bits_5, svdne,1058,352,352,0.600454029511918,0.199772985244041,0.199772985244041, [0.83490566 0.80660377 0.83962264 0.8254717  0.82380952],0.696022727272727,0.71875,0.788876276958002,0.840384615384615,0.826086956521739,0.843100189035917,0.682492581602374,0.701219512195122,0.696354436948625,0.716332378223496,0.710227272727273,0.71875,0.784472769409038,0.779056386651323,0.788744318745594
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.86075949 0.85443038 0.84810127 0.87974684 0.83544304],0.730038022813688,0.783269961977186,0.866261398176292,0.940740740740741,0.964556962025316,0.939240506329114,0.736059479553903,0.7734375,0.731163194444444,0.795698924731183,0.816176470588235,0.782103983325614,0.87039764359352,0.896813353566009,0.866214895961087
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.80434783 0.79347826 0.82608696 0.86413043 0.75      ],0.76797385620915,0.774509803921569,0.850522193211488,0.898748577929465,0.858695652173913,0.903260869565218,0.794202898550725,0.88961038961039,0.767173615857826,0.786377708978328,0.852348993288591,0.776492967981875,0.851971557853911,0.863695937090432,0.850573586230522
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svd,16,92,108, zones, low_bits_6, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.88662791 0.90643275 0.9005848  0.90643275 0.89766082],0.792168674698795,0.771084337349398,0.908670033670034,0.95729537366548,0.942757009345794,0.957943925233645,0.819843342036553,0.957317073170731,0.794134727061556,0.808080808080808,0.952380952380952,0.768873403019745,0.911967545638945,0.946127946127946,0.908670033670034
ensemble_model_v2_N26_B87_E113_nb_zones_10_lab_svdne,26,87,113, zones, lab, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.95945946 0.9527027  0.93537415 0.95238095 0.93537415],0.904656319290466,0.891352549889135,0.946127946127946,0.975409836065574,0.968792401628222,0.975576662143826,0.909473684210526,0.911392405063291,0.904294333372767,0.889887640449438,0.925233644859813,0.892996569265349,0.946308724832215,0.94949494949495,0.946127946127946
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdn,40,80,120,4, low_bits_4_shifted_2, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.60169492 0.63559322 0.50847458 0.53389831 0.57627119],0.607142857142857,0.5,0.818737270875764,0.99488926746167,0.989830508474576,0.994915254237288,0.554913294797688,0.571428571428571,0.602678571428571,0.467391304347826,0.434343434343434,0.500676871810892,0.811440677966102,0.801255230125523,0.818286345221492
ensemble_model_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154,4, low_bits_4, svdne,558,186,186,0.6,0.2,0.2, [0.83035714 0.74107143 0.82142857 0.77678571 0.75454545],0.725806451612903,0.629032258064516,0.840860215053763,0.950530035335689,0.96415770609319,0.949820788530466,0.715083798882682,0.8,0.734905660377359,0.638743455497382,0.67032967032967,0.629901677270098,0.841880341880342,0.875555555555555,0.841944444444444
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154,6, low_bits_3, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.81395349 0.76162791 0.83139535 0.81976744 0.80232558],0.72027972027972,0.741258741258741,0.804469273743017,0.859688195991091,0.897674418604651,0.853488372093023,0.767441860465116,0.885906040268456,0.713026012834958,0.784883720930232,0.906040268456376,0.734042032038407,0.823455233291299,0.896978021978022,0.80289242007992
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.80909091 0.67592593 0.7962963  0.74074074 0.77777778],0.677777777777778,0.683333333333333,0.802660753880266,0.887298747763864,0.915129151291513,0.883763837638376,0.688172043010753,0.711111111111111,0.677777777777778,0.704663212435233,0.747252747252747,0.682615137671317,0.810234541577825,0.84070796460177,0.802576204523107
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.80803571 0.77232143 0.76785714 0.72767857 0.75675676],0.763440860215054,0.760752688172043,0.859291084854995,0.924039320822163,0.924865831842576,0.92397137745975,0.747126436781609,0.738636363636364,0.762175324675325,0.761394101876676,0.706467661691542,0.765514532600157,0.857608695652174,0.842948717948718,0.859379326576951
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152,6, low_bits_3, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.44886364 0.53977273 0.51724138 0.45402299 0.47701149],0.484536082474227,0.54639175257732,0.53228021978022,0.595744680851064,0.672768878718536,0.543478260869565,0.550898203592814,0.61744966442953,0.481260043482371,0.595092024539877,0.687943262411348,0.55063829787234,0.586520947176685,0.664374140302613,0.532461418573803
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.54391892 0.51360544 0.53401361 0.48979592 0.55102041],0.52212389380531,0.544247787610619,0.815656565656566,0.989159891598916,0.991847826086956,0.989130434782608,0.517857142857143,0.522522522522523,0.522130826478653,0.538116591928251,0.521739130434783,0.544653349001175,0.815189873417721,0.813131313131313,0.815656565656565
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svd,32,84,116,8, low_bits_4_shifted_2, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.93495935 0.94262295 0.90983607 0.8852459  0.89344262],0.7002457002457,0.705159705159705,0.860019646365422,0.964315352697095,0.950900163666121,0.96481178396072,0.737068965517241,0.863636363636364,0.704545454545454,0.743589743589744,0.896907216494845,0.713711824209864,0.866635470285447,0.923230309072781,0.860937516588666
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116,8, low_bits_6, svd,1200,400,400,0.6,0.2,0.2, [0.88333333 0.94166667 0.9375     0.92083333 0.96666667],0.7475,0.75,0.876,0.959863364645602,0.936666666666667,0.960833333333333,0.768878718535469,0.861538461538462,0.750281425891182,0.782608695652174,0.923076923076923,0.75422138836773,0.880077369439072,0.919191919191919,0.876427642764276
svm_model_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154,6, low_bits_2, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.8253012  0.87951807 0.90361446 0.81707317 0.86585366],0.774545454545455,0.778181818181818,0.825581395348837,0.860879904875148,0.876513317191283,0.858353510895884,0.761538461538462,0.682758620689655,0.779840848806366,0.738197424892704,0.632352941176471,0.776608125264494,0.820089955022489,0.788184438040346,0.825910400838355
ensemble_model_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120,6, lab, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.98969072 0.953125   0.95833333 0.95833333 0.98958333],0.846875,0.80625,0.928838951310862,0.996871741397289,0.993762993762994,0.996881496881497,0.847352024922118,0.931506849315068,0.853684459140293,0.816568047337278,0.92,0.812941176470588,0.929542645241038,0.967824967824968,0.92997308997309
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svd,16,92,108, zones, low_bits_4, svd,1800,600,600,0.6,0.2,0.2, [0.725      0.70833333 0.77777778 0.74166667 0.75555556],0.666666666666667,0.725694444444444,0.835016835016835,0.883770755222282,0.916666666666667,0.879444444444444,0.677852348993289,0.726618705035971,0.668678480034764,0.735785953177257,0.738255033557047,0.725242624692193,0.840909090909091,0.872053872053872,0.835016835016835
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120,4, low_bits_6, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.57377049 0.69166667 0.6        0.675      0.61666667],0.56,0.565,0.820359281437126,0.991680532445924,0.990033222591362,0.991694352159468,0.555555555555556,0.611111111111111,0.564646464646465,0.602739726027397,0.594594594594595,0.561342241117522,0.823182711198428,0.834661354581673,0.820330677290837
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svd,16,92,108,12, low_bits_4_shifted_2, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.90053763 0.87365591 0.88978495 0.83783784 0.87297297],0.715384615384615,0.765384615384615,0.897727272727273,0.941431670281995,0.935344827586207,0.941810344827586,0.761290322580645,0.861313868613139,0.707079698534212,0.782918149466192,0.894308943089431,0.771971989792891,0.900205338809035,0.922558922558923,0.897727272727273
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,1348,449,449,0.600178094390027,0.199910952804987,0.199910952804987, [0.83333333 0.84814815 0.82592593 0.82962963 0.82089552],0.741648106904232,0.757238307349666,0.840605520926091,0.902277736958119,0.910979228486647,0.9013353115727,0.719806763285024,0.68348623853211,0.740011517534453,0.734793187347932,0.665198237885462,0.758274794618407,0.836230558096981,0.816800714924039,0.840521031818719
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svd,8,146,154, zones, lab, svd,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.88129496 0.84892086 0.86690647 0.8705036  0.87769784],0.879049676025918,0.863930885529157,0.892487046632124,0.910096818810512,0.946762589928058,0.906474820143885,0.885714285714286,0.923404255319149,0.878368794326241,0.873239436619718,0.943478260869565,0.864442993095727,0.897657213316893,0.941379310344828,0.89240245794058
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113,10, low_bits_5, svd,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.87261146 0.85350318 0.8525641  0.875      0.86858974],0.726600985221675,0.667487684729064,0.846801346801347,0.923276983094928,0.907928388746803,0.924552429667519,0.770186335403727,0.869158878504673,0.718433605919003,0.703296703296703,0.833333333333333,0.67601246105919,0.852988691437803,0.888888888888889,0.846801346801347
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120,6, low_bits_4, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.54395604 0.54395604 0.59444444 0.59444444 0.58333333],0.604651162790698,0.60797342192691,0.606905710491368,0.65832531280077,0.756637168141593,0.607300884955752,0.657060518731989,0.735483870967742,0.600618647812638,0.633540372670807,0.698630136986301,0.610605391073796,0.653395784543325,0.741035856573705,0.606905710491368
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116,10, low_bits_3, svd,1560,520,520,0.6,0.2,0.2, [0.83333333 0.83974359 0.86217949 0.83653846 0.83012821],0.764705882352941,0.754901960784314,0.874579124579125,0.935196950444727,0.943589743589743,0.934615384615385,0.783783783783784,0.887755102040816,0.769349249133616,0.79253112033195,0.900943396226415,0.748941085868309,0.8808,0.926767676767677,0.874579124579125
ensemble_model_v2_N8_B146_E154_nb_zones_4_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,624,208,208,0.6,0.2,0.2, [0.75396825 0.73015873 0.76612903 0.75       0.78225806],0.644230769230769,0.644230769230769,0.797115384615385,0.894472361809045,0.855769230769231,0.899038461538462,0.672566371681416,0.716981132075472,0.642804291527932,0.622448979591837,0.603960396039604,0.643101693346905,0.792934249263984,0.778420038535645,0.797079501033658
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svd,4,148,152, zones, low_bits_4_shifted_2, svd,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.72068966 0.77083333 0.73263889 0.74652778 0.72569444],0.717344753747323,0.687366167023555,0.827861952861953,0.913072329130723,0.954230235783634,0.909153952843273,0.746153846153846,0.829059829059829,0.717105021826052,0.718146718146718,0.798283261802575,0.687603169362826,0.839292730844794,0.898989898989899,0.827861952861953
ensemble_model_v2_N40_B30_E70_nb_zones_12_low_bits_5_svdne,40,30,70, zones, low_bits_5, svdne,1818,606,606,0.6,0.2,0.2, [0.86538462 0.89010989 0.8543956  0.88736264 0.86464088],0.655913978494624,0.634408602150538,0.902777777777778,0.981636060100167,0.97029702970297,0.981848184818482,0.69620253164557,0.833333333333333,0.664965986394558,0.710227272727273,0.850340136054422,0.622139764996908,0.906288032454361,0.94023569023569,0.902777777777778
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108,12, low_bits_3, svdn,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.50833333 0.53888889 0.55555556 0.53333333 0.49441341],0.474048442906574,0.456747404844291,0.869949494949495,1,1,1,0.445255474452555,0.420689655172414,0.474233716475096,0.433212996389892,0.416666666666667,0.456609195402299,0.86845466155811,0.858585858585859,0.869949494949495
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154,6, low_bits_6, svdn,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.45945946 0.50900901 0.51801802 0.52702703 0.50454545],0.509485094850948,0.487804878048781,0.799566630552546,1,1,1,0.506811989100817,0.516666666666667,0.509656084656085,0.511627906976744,0.505102040816326,0.486655066650938,0.801288936627283,0.802150537634409,0.799546884537728
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154,6, low_bits_5, svdn,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.46341463 0.5        0.5308642  0.46296296 0.43209877],0.492592592592593,0.52962962962963,0.768491124260355,0.94060606060606,0.955665024630542,0.939655172413793,0.508960573476703,0.493055555555556,0.492559523809524,0.541516245487365,0.551470588235294,0.529466637401229,0.77335264301231,0.778425655976676,0.768341957117467
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116,10, low_bits_2, svd,1476,492,492,0.6,0.2,0.2, [0.83445946 0.80743243 0.82432432 0.83673469 0.79931973],0.802222222222222,0.833333333333333,0.828703703703704,0.836583725622058,0.842818428184282,0.835365853658537,0.781326781326781,0.753554502369668,0.799371393444248,0.839400428265524,0.820083682008368,0.834212457117928,0.827615417196103,0.822390572390572,0.828703703703704
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdn,40,80,120, zones, low_bits_4_shifted_2, svdn,606,202,202,0.6,0.2,0.2, [0.53278689 0.53278689 0.59016393 0.6        0.59166667],0.514851485148515,0.495049504950495,0.792079207920792,0.983443708609271,0.98019801980198,0.983498349834983,0.546296296296296,0.51304347826087,0.515142428785607,0.514285714285714,0.504672897196262,0.494441711756026,0.796116504854369,0.780952380952381,0.792538046146294
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152,8, low_bits_5, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.81818182 0.79338843 0.79752066 0.76446281 0.80165289],0.741935483870968,0.764267990074442,0.834325396825397,0.885883347421809,0.866115702479339,0.888429752066116,0.76036866359447,0.804878048780488,0.740822862774082,0.789356984478936,0.885572139303483,0.764568247869563,0.838491295938104,0.857566765578635,0.834256019605238
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svd,8,146,154,8, low_bits_4_shifted_2, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.7826087  0.81304348 0.76521739 0.79565217 0.8       ],0.775456919060052,0.765013054830287,0.792797494780793,0.807658833768494,0.80695652173913,0.807826086956522,0.758426966292135,0.706806282722513,0.775278141361257,0.715189873417722,0.649425287356322,0.755334653247539,0.781987918725975,0.757446808510638,0.79214553540286
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152,6, low_bits_4, svd,888,296,296,0.6,0.2,0.2, [0.7752809  0.70786517 0.78089888 0.73595506 0.71022727],0.712837837837838,0.695945945945946,0.751351351351351,0.798748696558916,0.862612612612613,0.782657657657658,0.764542936288089,0.926174496644295,0.711386568050039,0.735294117647059,0.886524822695035,0.704552733928163,0.778313253012048,0.880108991825613,0.752386935591091
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108,12, low_bits_5, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.82303371 0.82865169 0.81460674 0.81741573 0.79661017],0.675585284280936,0.68561872909699,0.881313131313131,0.948674562887761,0.946006749156355,0.948818897637795,0.675585284280936,0.737226277372263,0.68034153374786,0.723529411764706,0.759259259259259,0.67889970262233,0.883084577114428,0.896464646464647,0.881313131313131
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.65740741 0.59433962 0.63207547 0.66037736 0.58490566],0.525423728813559,0.519774011299435,0.799097065462754,0.983114446529081,0.984962406015038,0.983082706766917,0.493975903614458,0.455555555555556,0.526628352490421,0.514285714285714,0.517241379310345,0.519731800766283,0.796338672768879,0.785553047404063,0.799097065462754
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svdne,16,92,108, zones, lab, svdne,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.92972973 0.94864865 0.92934783 0.94021739 0.92934783],0.924812030075188,0.93609022556391,0.958333333333333,0.965896589658966,0.952277657266811,0.966377440347072,0.927007299270073,0.933823529411765,0.92460407239819,0.935361216730038,0.946153846153846,0.93631221719457,0.95796178343949,0.94949494949495,0.958333333333333
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154,6, low_bits_2, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.7712766  0.86170213 0.80851064 0.81914894 0.83510638],0.785942492012779,0.776357827476038,0.828863346104725,0.860786397449522,0.861702127659574,0.86063829787234,0.764912280701754,0.703225806451613,0.785157207023275,0.761904761904762,0.691358024691358,0.779453846782765,0.823684210526316,0.795425667090216,0.82903504150403
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1022,340,340,0.600470035252644,0.199764982373678,0.199764982373678, [0.82038835 0.82352941 0.78921569 0.83823529 0.77941176],0.779411764705882,0.767647058823529,0.830199764982374,0.869816779170685,0.882583170254403,0.867906066536203,0.79108635097493,0.871165644171779,0.783040449204534,0.790450928381963,0.846590909090909,0.764758869179601,0.836999435984207,0.872941176470588,0.830249930958299
ensemble_model_v2_N40_B80_E120_nb_zones_6_lab_svdne,40,80,120, zones, lab, svdne,942,314,314,0.6,0.2,0.2, [0.95263158 0.96276596 0.95744681 0.96808511 0.93617021],0.815286624203822,0.773885350318471,0.917834394904459,1,1,1,0.831395348837209,0.947019867549669,0.820135700646,0.808625336927224,0.93167701863354,0.769760077944221,0.92214846107423,0.9757343550447,0.917981535845095
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120,4, low_bits_5, svd,576,192,192,0.6,0.2,0.2, [0.98275862 0.98275862 0.97413793 0.97368421 0.93859649],0.604166666666667,0.682291666666667,0.857291666666667,1,1,1,0.666666666666667,0.8,0.606185567010309,0.744769874476988,0.847619047619048,0.665188834154351,0.868648130393097,0.92827868852459,0.856088496804668
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152,6, low_bits_3, svdn,966,322,322,0.6,0.2,0.2, [0.5257732  0.46907216 0.48969072 0.44270833 0.50520833],0.512422360248447,0.493788819875776,0.801242236024845,1,1,1,0.507836990595611,0.496932515337423,0.512617201064938,0.501529051987768,0.491017964071856,0.493896078810122,0.801488833746898,0.794587945879459,0.801309029401461
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154,6, low_bits_4, svd,876,292,292,0.6,0.2,0.2, [0.76136364 0.8125     0.74431818 0.77011494 0.76436782],0.657534246575342,0.595890410958904,0.72054794520548,0.792576419213974,0.828767123287671,0.78310502283105,0.725274725274725,0.804878048780488,0.636814024390244,0.638036809815951,0.737588652482269,0.600582405711333,0.745952677459527,0.806191117092867,0.718995140136391
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113,10, low_bits_4, svdn,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.53061224 0.55782313 0.53741497 0.51027397 0.52054795],0.558241758241758,0.527472527472527,0.593013468013468,0.687464549064095,0.826739427012278,0.624147339699864,0.63254113345521,0.717842323651452,0.548173498274324,0.587332053742802,0.714953271028037,0.537974560825222,0.658424584952314,0.784511784511784,0.593013468013468
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svd,26,87,113,10, low_bits_4_shifted_2, svd,1386,462,462,0.6,0.2,0.2, [0.88129496 0.87769784 0.90647482 0.93115942 0.90217391],0.829004329004329,0.807359307359307,0.91991341991342,0.987743330930065,0.988455988455988,0.987734487734488,0.83010752688172,0.831896551724138,0.828991754122939,0.812631578947368,0.831896551724138,0.807252623688156,0.92049849591749,0.925669835782195,0.9199034348035
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116,8, low_bits_5, svd,1194,398,398,0.6,0.2,0.2, [0.84166667 0.8375     0.84033613 0.82352941 0.84033613],0.71105527638191,0.721105527638191,0.85678391959799,0.949356223175966,0.926298157453936,0.950586264656616,0.721549636803874,0.772020725388601,0.712839630986983,0.752783964365256,0.808612440191387,0.716475532265006,0.859398125308337,0.871871871871872,0.85672301968972
svm_model_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152,10, lab, svdne,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.859375 0.85     0.8625   0.85     0.89375 ],0.868556701030928,0.858247422680412,0.867003367003367,0.873188405797101,0.90375,0.86875,0.872817955112219,0.906735751295337,0.868752491032284,0.864864864864865,0.902564102564103,0.858017802577388,0.871753246753247,0.904040404040404,0.867003367003367
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,1446,482,482,0.6,0.2,0.2, [0.48965517 0.4862069  0.5        0.48263889 0.52777778],0.516129032258065,0.544086021505376,0.813552188552189,0.99585635359116,0.997233748271093,0.995850622406639,0.49438202247191,0.502283105022831,0.515369194787838,0.552742616033755,0.532520325203252,0.544798975387014,0.812843261512463,0.80976430976431,0.813552188552189
svm_model_N16_B142_E158_nb_zones_4_lab_svd,16,142,158,4, lab, svd,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [0.95098039 0.97058824 0.97058824 0.92156863 0.9       ],0.85207100591716,0.875739644970414,0.911347517730496,0.944971537001898,0.980314960629921,0.942913385826772,0.855491329479769,0.891566265060241,0.852759876716167,0.886486486486486,0.942528735632184,0.873703392206336,0.915254237288135,0.955188679245283,0.911243628722167
svm_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdne,40,80,120,4, low_bits_4_shifted_2, svdne,694,231,231,0.600346020761246,0.199826989619377,0.199826989619377, [0.95       0.97142857 0.96376812 0.94927536 0.97101449],0.662337662337662,0.67965367965368,0.855536332179931,0.978102189781022,0.965417867435158,0.978386167146974,0.7,0.883495145631068,0.683935072815534,0.708661417322835,0.865384615384615,0.696471835251363,0.860717264386989,0.931407942238267,0.858561113976276
svm_model_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120,4, low_bits_6, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [1.         0.98387097 0.97580645 0.9516129  0.95967742],0.734299516908213,0.777777777777778,0.897683397683398,0.991974317817014,0.993569131832797,0.991961414790997,0.787644787644788,0.918918918918919,0.719876126126126,0.805084745762712,0.87962962962963,0.773148148148148,0.905187835420394,0.954716981132076,0.896330822581848
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113,10, low_bits_6, svd,1506,502,502,0.6,0.2,0.2, [0.94370861 0.95033113 0.93046358 0.93333333 0.94666667],0.733333333333333,0.714942528735632,0.888468013468014,0.983255190890824,0.97476759628154,0.98339973439575,0.777777777777778,0.890350877192982,0.725368675311467,0.748987854251012,0.893719806763285,0.723175692855327,0.894380231167796,0.944444444444444,0.888468013468013
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154,6, low_bits_5, svdn,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.525   0.51875 0.49375 0.43125 0.4875 ],0.473684210526316,0.522556390977444,0.79954954954955,1,1,1,0.457364341085271,0.443609022556391,0.473684210526316,0.538181818181818,0.528571428571429,0.522222222222222,0.799699924981245,0.791976225854383,0.799629994566038
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152,6, low_bits_4, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.79775281 0.83146067 0.75842697 0.78651685 0.76966292],0.641891891891892,0.601351351351351,0.797570850202429,0.915367483296214,0.923595505617977,0.914606741573034,0.678787878787879,0.777777777777778,0.64546783625731,0.664772727272727,0.774834437086093,0.597762046129253,0.810126582278481,0.864864864864865,0.797661542944562
ensemble_model_v2_N4_B98_E102_nb_zones_12_low_bits_2_svdne,4,98,102, zones, low_bits_2, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.85054348 0.82336957 0.84782609 0.83423913 0.83879781],0.75092936802974,0.754646840148699,0.841750841750842,0.871087533156499,0.893362350380849,0.867791077257889,0.704845814977974,0.606060606060606,0.748285777482858,0.725,0.635036496350365,0.756912187569122,0.840136054421769,0.831649831649832,0.841750841750842
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120,4, low_bits_5, svd,540,180,180,0.6,0.2,0.2, [0.94444444 0.91666667 0.91666667 0.90740741 0.94444444],0.638888888888889,0.666666666666667,0.861111111111111,1,1,1,0.682926829268293,0.853658536585366,0.656421105027377,0.72972972972973,0.826530612244898,0.651070184171229,0.870734229576008,0.935555555555556,0.861111111111111
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.73417722 0.74683544 0.8164557  0.7721519  0.74050633],0.787072243346008,0.718631178707224,0.836626139817629,0.89281210592686,0.89620253164557,0.892405063291139,0.798561151079137,0.888,0.791826086956522,0.743055555555556,0.804511278195489,0.71764025448236,0.841795437821928,0.875957120980092,0.836922753551886
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,882,294,294,0.6,0.2,0.2, [0.47752809 0.47727273 0.53409091 0.51136364 0.50568182],0.462585034013606,0.534013605442177,0.793877551020408,0.990929705215419,0.990929705215419,0.990929705215419,0.50314465408805,0.540540540540541,0.462051092188078,0.532423208191126,0.545454545454545,0.534316676700783,0.797052913596785,0.812841530054645,0.793954640366076
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svd,32,84,116, zones, low_bits_4_shifted_2, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.93913043 0.90789474 0.93859649 0.9122807  0.87719298],0.765789473684211,0.752631578947368,0.896950578338591,0.988526037069726,0.980735551663748,0.98861646234676,0.815734989648033,0.947115384615385,0.746813506261181,0.768472906403941,0.901734104046243,0.76487671385887,0.903066271018793,0.959033613445378,0.896885227775321
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.75217391 0.72807018 0.72368421 0.77631579 0.73684211],0.713157894736842,0.742105263157895,0.844900105152471,0.922942206654991,0.922942206654991,0.922942206654991,0.713910761154856,0.751381215469613,0.714886587634304,0.753768844221106,0.78125,0.741688829787234,0.846434148880791,0.861228813559322,0.845019417218074
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116,8, low_bits_6, svd,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.90254237 0.93162393 0.91452991 0.96581197 0.95726496],0.753846153846154,0.774358974358974,0.897540983606557,0.986206896551724,0.976109215017065,0.986348122866894,0.763546798029557,0.833333333333333,0.757352941176471,0.8,0.838095238095238,0.769047619047619,0.900299102691924,0.919551934826884,0.897404833392823
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120,8, low_bits_2, svd,1322,440,440,0.600363306085377,0.199818346957312,0.199818346957312, [0.86090226 0.8219697  0.82954545 0.85606061 0.86363636],0.718181818181818,0.713636363636364,0.831516802906449,0.910303928836175,0.928895612708018,0.908472012102874,0.704761904761905,0.672727272727273,0.718181818181818,0.705607476635514,0.695852534562212,0.713397119299043,0.831133363677742,0.831511839708561,0.831516789419498
ensemble_model_N16_B142_E158_nb_zones_4_lab_svd,16,142,158,4, lab, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.87692308 0.87692308 0.81538462 0.8515625  0.8828125 ],0.855813953488372,0.888372093023256,0.902416356877323,0.922118380062305,0.91640866873065,0.922600619195046,0.844221105527638,0.884210526315789,0.858771929824562,0.896551724137931,0.945454545454545,0.887012987012987,0.902143522833178,0.916666666666667,0.902676399026764
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svd,32,84,116, zones, lab, svd,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.91724138 0.97222222 0.9375     0.94444444 0.96180556],0.910064239828694,0.899357601713062,0.946548821548821,0.973314606741573,0.961165048543689,0.973647711511789,0.909090909090909,0.889830508474576,0.910283219605253,0.896247240618102,0.878787878787879,0.899139702105804,0.94570329200513,0.930976430976431,0.946548821548821
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdne,40,80,120,4, low_bits_4_shifted_2, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.95689655 0.95689655 0.95689655 0.96551724 0.96551724],0.756476683937824,0.725388601036269,0.895445134575569,0.998278829604131,1,0.998275862068966,0.770731707317073,0.840425531914894,0.758596604341285,0.774468085106383,0.834862385321101,0.709097859327217,0.901077375122429,0.933062880324544,0.894649833396944
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svd,8,146,154,8, low_bits_4_shifted_2, svd,1054,351,351,0.600227790432802,0.199886104783599,0.199886104783599, [0.77358491 0.80188679 0.8047619  0.7952381  0.78095238],0.754985754985755,0.774928774928775,0.833143507972665,0.875,0.850094876660342,0.878557874762808,0.747058823529412,0.717514124293785,0.755308786284824,0.772334293948127,0.774566473988439,0.774923686432422,0.828755113968439,0.808437856328392,0.83311540142927
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154,6, low_bits_4, svd,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.80978261 0.73913043 0.75       0.78804348 0.72826087],0.718954248366013,0.69281045751634,0.809399477806788,0.876923076923077,0.867391304347826,0.878260869565217,0.727848101265823,0.777027027027027,0.720791994526172,0.694805194805195,0.732876712328767,0.694563356164384,0.809647979139504,0.823607427055703,0.809618623553558
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.48823529 0.44705882 0.48823529 0.47058824 0.5297619 ],0.51063829787234,0.50709219858156,0.80028328611898,0.994068801897983,0.988207547169811,0.994103773584905,0.551948051948052,0.537974683544304,0.506890567578604,0.505338078291815,0.510791366906475,0.507143935201489,0.803072625698324,0.79750346740638,0.800343629506374
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120,4, low_bits_6, svdne,606,202,202,0.6,0.2,0.2, [0.94262295 0.93442623 0.95901639 0.99166667 0.98333333],0.811881188118812,0.777227722772277,0.917821782178218,1,1,1,0.824074074074074,0.847619047619048,0.810407461953854,0.769230769230769,0.797872340425532,0.778565799842396,0.918387413962635,0.930278884462151,0.917895347742887
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120,6, low_bits_4, svdn,984,328,328,0.6,0.2,0.2, [0.65151515 0.63636364 0.65816327 0.71938776 0.59693878],0.582317073170732,0.557926829268293,0.769512195121951,0.904191616766467,0.920731707317073,0.902439024390244,0.607449856733524,0.731034482758621,0.59775767853778,0.607046070460705,0.687116564417178,0.558709797360104,0.780232558139535,0.83875,0.771160714285714
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152,4, low_bits_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.94444444 0.86290323 0.84677419 0.91129032 0.82258065],0.758454106280193,0.78743961352657,0.835907335907336,0.879365079365079,0.890675241157556,0.877813504823151,0.747474747474748,0.691588785046729,0.760794392523364,0.758241758241758,0.711340206185567,0.782942830365511,0.831683168316832,0.815533980582524,0.835790022920821
svm_model_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154,6, low_bits_6, svdne,752,250,250,0.600638977635783,0.199680511182109,0.199680511182109, [0.77631579 0.74666667 0.8        0.82       0.79333333],0.82,0.844,0.810702875399361,0.794630872483222,0.787234042553192,0.796542553191489,0.817813765182186,0.782945736434108,0.821224934332757,0.834042553191489,0.816666666666667,0.842948717948718,0.806845965770171,0.792,0.810673046251994
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdne,4,148,152,10, low_bits_4_shifted_2, svdne,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.6986755  0.75       0.72666667 0.73333333 0.72      ],0.74141876430206,0.762013729977117,0.75,0.769136558481323,0.836218375499334,0.749001331557923,0.742596810933941,0.751152073732719,0.74148512777545,0.769911504424779,0.790909090909091,0.761813992459154,0.764659270998415,0.812289562289562,0.75
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.92741935 0.91129032 0.91935484 0.88709677 0.92741935],0.689320388349515,0.655339805825243,0.862403100775194,0.988691437802908,0.987096774193548,0.988709677419355,0.744,0.81578947368421,0.674199084668192,0.695278969957082,0.861702127659574,0.671922492401216,0.871143375680581,0.926640926640927,0.862153148145366
svm_model_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113,10, low_bits_3, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.75684932 0.81164384 0.76369863 0.72758621 0.76551724],0.869565217391304,0.85,0.81523569023569,0.802043422733078,0.862637362637363,0.787087912087912,0.875,0.933333333333333,0.870921985815603,0.863366336633663,0.927659574468085,0.848274231678487,0.827910623284986,0.888888888888889,0.81523569023569
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.63953488 0.72093023 0.67058824 0.7        0.7       ],0.637323943661972,0.633802816901409,0.815752461322082,0.935064935064935,0.927400468384075,0.93559718969555,0.617100371747212,0.614814814814815,0.636266467810092,0.633802816901409,0.642857142857143,0.633928571428571,0.812857142857143,0.81054131054131,0.815687321937322
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152,4, low_bits_2, svd,436,145,145,0.600550964187328,0.199724517906336,0.199724517906336, [0.78409091 0.84090909 0.80681818 0.8372093  0.86046512],0.682758620689655,0.627586206896552,0.789256198347107,0.885032537960954,0.935779816513762,0.878440366972477,0.697368421052632,0.815384615384615,0.695192307692308,0.6625,0.779411764705882,0.636459129106188,0.802069857697283,0.883190883190883,0.792262108262108
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svd,16,142,158, zones, lab, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.87681159 0.88970588 0.83088235 0.83088235 0.86764706],0.841409691629956,0.79295154185022,0.882042253521127,0.923994038748137,0.909090909090909,0.925219941348974,0.852459016393443,0.888888888888889,0.83989898989899,0.781395348837209,0.848484848484848,0.799242424242424,0.88141592920354,0.894075403949731,0.882270862596627
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,834,278,278,0.6,0.2,0.2, [0.48214286 0.46428571 0.48192771 0.5060241  0.5060241 ],0.535971223021583,0.467625899280576,0.797122302158273,0.994011976047904,0.995203836930456,0.99400479616307,0.501930501930502,0.477941176470588,0.534745236122618,0.463768115942029,0.467153284671533,0.467619195527256,0.794160583941606,0.788405797101449,0.797060041407867
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_4_shifted_2_svdne,40,80,120, zones, low_bits_4_shifted_2, svdne,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.92241379 0.97368421 0.92982456 0.93859649 0.90350877],0.636842105263158,0.726315789473684,0.865546218487395,0.987826086956522,0.993006993006993,0.987762237762238,0.682027649769585,0.850574712643678,0.653442696127664,0.767857142857143,0.868686868686869,0.72005772005772,0.874015748031496,0.940677966101695,0.866172316384181
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108,12, low_bits_2, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.53125    0.48579545 0.54545455 0.51142857 0.55714286],0.545161290322581,0.509677419354839,0.876683501683502,1,1,1,0.555205047318612,0.553459119496855,0.544941480278229,0.552941176470588,0.622516556291391,0.512516139780916,0.878574388727725,0.892255892255892,0.876683501683502
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,1368,456,456,0.6,0.2,0.2, [0.57664234 0.5729927  0.60218978 0.57664234 0.61029412],0.554824561403509,0.581140350877193,0.794298245614035,0.945691527878349,0.9546783625731,0.945175438596491,0.593186372745491,0.663677130044843,0.557160453434439,0.621782178217822,0.670940170940171,0.578713328713329,0.80335429769392,0.839614373356705,0.794258459724884
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152,10, low_bits_6, svd,1620,540,540,0.6,0.2,0.2, [0.82098765 0.79012346 0.82716049 0.82098765 0.7962963 ],0.793650793650794,0.78042328042328,0.807239057239057,0.822262118491921,0.848148148148148,0.816666666666667,0.810679611650485,0.87434554973822,0.792787748131142,0.790931989924433,0.839572192513369,0.781042640759302,0.815322580645161,0.851010101010101,0.807239057239057
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.97413793 0.95689655 0.93103448 0.96551724 0.93103448],0.699481865284974,0.673575129533679,0.871635610766046,0.994836488812392,0.996551724137931,0.994827586206897,0.726415094339622,0.939024390243902,0.730773456383212,0.717488789237668,0.851063829787234,0.678057167418869,0.877952755905512,0.957081545064378,0.874540772532189
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154,8, low_bits_3, svd,1310,436,436,0.600366636113657,0.199816681943171,0.199816681943171, [0.83587786 0.8129771  0.79389313 0.82442748 0.80534351],0.798165137614679,0.740825688073395,0.805682859761686,0.840827980014275,0.899236641221374,0.829770992366412,0.792452830188679,0.760180995475113,0.798695148900347,0.741418764302059,0.736363636363636,0.740867003367003,0.812555260831123,0.838503649635036,0.805531751152693
ensemble_model_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152,10, lab, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.86734694 0.83673469 0.8707483  0.87414966 0.89041096],0.841409691629956,0.861233480176212,0.875420875420875,0.895927601809955,0.944141689373297,0.890326975476839,0.857142857142857,0.951541850220264,0.841409691629956,0.870103092783505,0.929515418502203,0.861233480176211,0.883280757097792,0.942760942760943,0.875420875420875
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.78571429 0.8        0.73333333 0.8        0.8       ],0.66,0.646666666666667,0.824234354194407,0.93621867881549,0.911308203991131,0.937915742793792,0.708571428571429,0.789808917197452,0.653645717339985,0.691860465116279,0.815068493150685,0.651040740081836,0.83206106870229,0.86737400530504,0.824061334203322
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120,8, low_bits_3, svdn,1224,408,408,0.6,0.2,0.2, [0.66666667 0.63414634 0.59836066 0.58196721 0.65983607],0.620098039215686,0.620098039215686,0.640686274509804,0.674865488086088,0.717320261437908,0.654411764705882,0.65324384787472,0.712195121951219,0.619644359005166,0.640371229698376,0.663461538461538,0.619230769230769,0.663607159247361,0.705365853658536,0.640367655893308
svm_model_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152,6, low_bits_3, svdne,912,304,304,0.6,0.2,0.2, [0.77717391 0.83516484 0.82967033 0.75824176 0.81868132],0.743421052631579,0.766447368421053,0.786184210526316,0.797701149425287,0.760964912280702,0.807017543859649,0.748387096774194,0.773333333333333,0.743809523809524,0.77742946708464,0.826666666666667,0.767229437229437,0.783188792528352,0.776455026455027,0.786133272389817
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.84745763 0.83050847 0.77966102 0.76724138 0.84482759],0.758974358974359,0.733333333333333,0.824795081967213,0.877133105802048,0.877133105802048,0.877133105802048,0.766169154228856,0.802083333333333,0.759627525252525,0.73469387755102,0.73469387755102,0.733326320218809,0.826042726347914,0.833675564681725,0.824813242463562
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154,6, low_bits_6, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.86956522 0.8423913  0.82417582 0.83516484 0.82417582],0.779605263157895,0.769736842105263,0.867279894875164,0.930629669156884,0.954048140043764,0.928884026258205,0.814404432132964,0.942307692307692,0.7752079002079,0.790419161676647,0.923076923076923,0.778308647873865,0.876225490196078,0.945767195767196,0.867792214071587
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113,10, low_bits_5, svd,1488,496,496,0.6,0.2,0.2, [0.83892617 0.84563758 0.82214765 0.83221477 0.81081081],0.693693693693694,0.68018018018018,0.859006734006734,0.961145194274029,0.94758064516129,0.961693548387097,0.711864406779661,0.770642201834862,0.695055614191768,0.702928870292887,0.743362831858407,0.679020865470488,0.861398427803062,0.876262626262626,0.859006734006734
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.83333333 0.87606838 0.86324786 0.84051724 0.84051724],0.719072164948454,0.72680412371134,0.876930998970134,0.979166666666667,0.967409948542024,0.979416809605489,0.748267898383372,0.866310160427807,0.724199856333307,0.743961352657005,0.814814814814815,0.729015447608413,0.880440220110055,0.91762252346194,0.877427741893737
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154,8, low_bits_2, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.83471074 0.81404959 0.83884298 0.80991736 0.79166667],0.77363184079602,0.781094527363184,0.815606361829026,0.845410628019324,0.869205298013245,0.841059602649007,0.74931129476584,0.715789473684211,0.770630585898709,0.781094527363184,0.754807692307692,0.782043021411578,0.815146985550573,0.816367265469062,0.815609375308788
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120,4, low_bits_5, svdn,624,208,208,0.6,0.2,0.2, [0.57936508 0.62698413 0.57258065 0.62096774 0.58870968],0.572115384615385,0.538461538461538,0.585576923076923,0.704326923076923,0.939102564102564,0.605769230769231,0.666666666666667,0.872549019607843,0.577783943766186,0.644444444444444,0.90625,0.564732142857143,0.685171658144631,0.919607843137255,0.591879393266741
svm_model_N40_B80_E120_nb_zones_8_lab_svd,40,80,120,8, lab, svd,1248,416,416,0.6,0.2,0.2, [0.936      0.912      0.952      0.928      0.93548387],0.867788461538462,0.855769230769231,0.930288461538462,0.975409836065574,0.953525641025641,0.975961538461538,0.884696016771489,0.95475113122172,0.861990950226244,0.863013698630137,0.949748743718593,0.859666998587407,0.93208430913349,0.953065134099617,0.930200520717762
svm_model_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158,4, lab, svdn,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.5078125  0.5        0.54761905 0.47619048 0.57936508],0.488151658767773,0.5260663507109,0.566287878787879,0.583333333333333,0.55205047318612,0.605678233438486,0.4375,0.432989690721649,0.484038705009948,0.532710280373832,0.522935779816514,0.526173772261198,0.544731610337972,0.523900573613767,0.565890249283431
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152,6, low_bits_4, svdn,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.51265823 0.53205128 0.51282051 0.45512821 0.53205128],0.561538461538462,0.55,0.578341013824885,0.619617224880383,0.662404092071611,0.593350383631714,0.568181818181818,0.609756097560976,0.564002136371729,0.577617328519856,0.567375886524823,0.548393825615352,0.601307189542484,0.63206106870229,0.578008896020388
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.84693878 0.8390411  0.81164384 0.80479452 0.82534247],0.796498905908096,0.785557986870897,0.85016835016835,0.888135593220339,0.896032831737346,0.887140902872777,0.806652806652807,0.877828054298642,0.799083518674745,0.8,0.830508474576271,0.784032517831122,0.854456255110384,0.87962962962963,0.85016835016835
svm_model_N26_B87_E113_nb_zones_12_lab_svd,26,87,113,12, lab, svd,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.95108696 0.95652174 0.96195652 0.94293478 0.94836957],0.798507462686567,0.761194029850746,0.931397306397306,0.97504159733777,0.955434782608696,0.97554347826087,0.828025477707006,0.977443609022556,0.799832915622389,0.807228915662651,0.992592592592593,0.759454191033138,0.933442221314822,0.962121212121212,0.931397306397306
svm_model_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154,6, low_bits_5, svdne,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.88421053 0.84736842 0.85789474 0.84574468 0.82446809],0.711111111111111,0.720634920634921,0.819796954314721,0.893401015228426,0.930232558139535,0.889006342494715,0.728358208955224,0.792207792207792,0.7128740824393,0.752808988764045,0.864516129032258,0.722883064516129,0.83054892601432,0.89002557544757,0.820327649184742
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svd,16,92,108, zones, low_bits_4_shifted_2, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.85635359 0.84530387 0.81388889 0.85555556 0.86111111],0.804195804195804,0.758741258741259,0.907828282828283,0.94671201814059,0.925720620842572,0.947893569844789,0.798561151079137,0.730263157894737,0.809161429693637,0.725099601593626,0.67910447761194,0.754025923016497,0.904491931966856,0.872895622895623,0.907828282828283
svm_model_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154,10, lab, svdn,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.47435897 0.53870968 0.54193548 0.56774194 0.50322581],0.546116504854369,0.475728155339806,0.636784511784512,0.692513368983957,0.667525773195876,0.70360824742268,0.52896725440806,0.535714285714286,0.545634920634921,0.497674418604651,0.49537037037037,0.474726001511716,0.628497632371933,0.614478114478114,0.636784511784512
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152,4, low_bits_2, svdn,618,206,206,0.6,0.2,0.2, [0.51612903 0.47580645 0.52419355 0.58870968 0.50819672],0.529126213592233,0.529126213592233,0.593203883495146,0.643423137876387,0.656957928802589,0.635922330097087,0.552995391705069,0.517241379310345,0.530842911877395,0.512562814070352,0.53125,0.529261363636364,0.599808978032474,0.602687140115163,0.593092096580175
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,852,284,284,0.6,0.2,0.2, [0.54651163 0.54705882 0.54117647 0.58235294 0.60588235],0.588028169014085,0.556338028169014,0.809154929577465,0.967289719626168,0.971830985915493,0.967136150234742,0.600682593856655,0.633093525179856,0.588960555693376,0.574324324324324,0.634328358208955,0.560497512437811,0.812456747404844,0.839771101573677,0.809622027901956
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,822,274,274,0.6,0.2,0.2, [0.85542169 0.8902439  0.8597561  0.90243902 0.87804878],0.777372262773723,0.762773722627737,0.886131386861314,0.963680387409201,0.968369829683698,0.963503649635036,0.773234200743494,0.818897637795276,0.780197118217366,0.775086505190311,0.761904761904762,0.762842144731908,0.88728323699422,0.896350364963504,0.886131386861314
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,1182,394,394,0.6,0.2,0.2, [0.93277311 0.94915254 0.94067797 0.94491525 0.92372881],0.763959390862944,0.741116751269036,0.898477157360406,0.995766299745978,0.99492385786802,0.995769881556683,0.785219399538106,0.845771144278607,0.762263810481272,0.769230769230769,0.871794871794872,0.742430099214019,0.90272373540856,0.940222897669706,0.898392221978292
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152,6, low_bits_3, svdne,846,282,282,0.6,0.2,0.2, [0.79411765 0.78823529 0.87647059 0.79166667 0.82142857],0.75177304964539,0.76241134751773,0.835460992907801,0.889406286379511,0.903073286052009,0.887706855791962,0.724409448818898,0.686567164179104,0.748688987494958,0.754578754578755,0.700680272108844,0.765154950869237,0.832611832611833,0.819602272727273,0.835438530131342
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svd,8,146,154, zones, low_bits_4_shifted_2, svd,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.75203252 0.76829268 0.77235772 0.79268293 0.78688525],0.731051344743276,0.731051344743276,0.826490713587488,0.88759367194005,0.868078175895766,0.890065146579805,0.754464285714286,0.754464285714286,0.728583494208494,0.702702702702703,0.680628272251309,0.727928815024737,0.824170381376919,0.808551992225462,0.826596546751865
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152,10, low_bits_5, svd,1366,455,455,0.600175746924429,0.199912126537786,0.199912126537786, [0.72992701 0.79562044 0.77007299 0.75367647 0.80514706],0.76043956043956,0.78021978021978,0.786467486818981,0.785104732350659,0.740849194729136,0.797218155197657,0.765591397849462,0.763948497854077,0.760352627305417,0.775784753363229,0.786363636363636,0.78041586073501,0.779090909090909,0.754401408450704,0.786411230541142
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120,8, low_bits_2, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.83898305 0.86440678 0.82627119 0.84322034 0.86016949],0.712468193384224,0.748091603053435,0.824008138351984,0.888704318936877,0.906779661016949,0.886440677966102,0.668621700879765,0.587628865979381,0.710899860125369,0.724233983286908,0.631067961165049,0.754036654379316,0.81827731092437,0.786868686868687,0.82427450736877
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svd,40,80,120,6, low_bits_4_shifted_2, svd,912,304,304,0.6,0.2,0.2, [0.95108696 0.93406593 0.95604396 0.92857143 0.94505495],0.667763157894737,0.651315789473684,0.861842105263158,0.996699669966997,0.993421052631579,0.99671052631579,0.715492957746479,0.888111888111888,0.680080788776441,0.708791208791209,0.895833333333333,0.663541666666667,0.871007371007371,0.954239569313594,0.863863671400683
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116,10, low_bits_2, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.83441558 0.81493506 0.80194805 0.82467532 0.77597403],0.779904306220096,0.822966507177033,0.841750841750842,0.869240348692403,0.906493506493506,0.863636363636364,0.772277227722772,0.746411483253589,0.779904306220096,0.81592039800995,0.784688995215311,0.822966507177033,0.844112769485904,0.856902356902357,0.841750841750842
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svd,26,87,113, zones, low_bits_4_shifted_2, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.89932886 0.87919463 0.87837838 0.89189189 0.89527027],0.782511210762332,0.780269058295964,0.89520202020202,0.963414634146341,0.95822102425876,0.963611859838275,0.804828973843058,0.873362445414847,0.779999195057654,0.794117647058823,0.870967741935484,0.782645443020144,0.898325847284606,0.925925925925926,0.89520202020202
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120,6, low_bits_6, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.9494382  0.96629213 0.96590909 0.96022727 0.96590909],0.69047619047619,0.659863945578231,0.866847826086956,0.994337485843714,0.993212669683258,0.994343891402715,0.753387533875339,0.926666666666666,0.685555555555556,0.720670391061452,0.854304635761589,0.654425045153522,0.878260869565217,0.951547779273217,0.86603452063798
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdn,32,84,116,8, low_bits_4_shifted_2, svdn,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.59009009 0.64414414 0.54504505 0.63513514 0.50454545],0.48509485094851,0.487804878048781,0.569339111592633,0.654485049833887,0.711191335740072,0.624548736462094,0.497354497354497,0.513661202185792,0.48532522474881,0.487804878048781,0.491803278688525,0.48783712321523,0.592516658124039,0.628260869565217,0.569530002817166
ensemble_model_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158,4, lab, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.57936508 0.53174603 0.47619048 0.49193548 0.47580645],0.466346153846154,0.485576923076923,0.790786948176583,1,1,1,0.468899521531101,0.457943925233645,0.46659572499306,0.506912442396313,0.466101694915254,0.488606403013183,0.79277566539924,0.775092936802974,0.791316309671328
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120,4, low_bits_5, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.70338983 0.6440678  0.70338983 0.59482759 0.70689655],0.528205128205128,0.569230769230769,0.792008196721311,0.954924874791319,0.976109215017065,0.953924914675768,0.622950819672131,0.808510638297872,0.53791868548557,0.637931034482759,0.822222222222222,0.587301587301587,0.811162790697674,0.914046121593291,0.794698411498048
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154,6, low_bits_4, svdn,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.46629213 0.48314607 0.51123596 0.5        0.44382022],0.533783783783784,0.567567567567568,0.534412955465587,0.45360824742268,0.395505617977528,0.523595505617978,0.492647058823529,0.41358024691358,0.54634236226276,0.488,0.448529411764706,0.558639705882353,0.468412942989214,0.409152086137281,0.534751956465122
svm_model_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113,10, low_bits_2, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.80379747 0.83544304 0.80573248 0.81847134 0.78980892],0.800498753117207,0.800498753117207,0.81523569023569,0.8332337118948,0.8856416772554,0.82274459974587,0.81042654028436,0.868020304568528,0.801657211107793,0.817351598173516,0.877450980392157,0.799131581566637,0.826687722068693,0.881313131313131,0.81523569023569
ensemble_model_v2_N4_B148_E152_nb_zones_10_lab_svdne,4,148,152, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.94055944 0.91608392 0.88811189 0.90909091 0.88111888],0.78646934460888,0.807610993657505,0.886363636363636,0.946575342465753,0.966433566433566,0.945454545454546,0.802348336594912,0.850622406639004,0.78522499642295,0.825335892514395,0.926724137931034,0.80983509801116,0.891653290529695,0.935185185185185,0.886363636363636
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154,6, low_bits_5, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.81176471 0.78823529 0.82352941 0.8        0.82941176],0.798586572438163,0.763250883392226,0.876412429378531,0.938922155688623,0.922352941176471,0.94,0.794223826714801,0.79136690647482,0.798461231015188,0.764912280701754,0.784172661870504,0.76361410871303,0.874731567644954,0.869132290184922,0.876361376509011
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154,8, low_bits_3, svd,1182,394,394,0.6,0.2,0.2, [0.80672269 0.80084746 0.78813559 0.80508475 0.78389831],0.776649746192893,0.769035532994924,0.83248730964467,0.87653311529027,0.906937394247039,0.872250423011844,0.756906077348066,0.717277486910995,0.774894901090965,0.762402088772846,0.688679245283019,0.775658303960191,0.832317073170732,0.823943661971831,0.832566093280997
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108,12, low_bits_6, svdn,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.53389831 0.55367232 0.48305085 0.60227273 0.57102273],0.501639344262295,0.465573770491803,0.536195286195286,0.602324406265791,0.674971687429219,0.55436013590034,0.582417582417582,0.67948717948718,0.497461710548959,0.538243626062323,0.63758389261745,0.469432971949751,0.591246290801187,0.670875420875421,0.536195286195286
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152,6, low_bits_4, svdn,888,296,296,0.6,0.2,0.2, [0.51685393 0.49438202 0.5505618  0.47191011 0.52840909],0.560810810810811,0.486486486486487,0.809459459459459,1,1,1,0.545454545454545,0.561151079136691,0.560830316638409,0.475862068965517,0.482517482517483,0.486356780474428,0.807377049180328,0.814049586776859,0.809544687287634
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152,4, low_bits_2, svdn,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.46268657 0.43283582 0.43283582 0.52985075 0.49242424],0.450450450450451,0.495495495495496,0.789568345323741,1,1,1,0.464912280701754,0.5,0.452586206896552,0.504424778761062,0.495652173913043,0.495489638358391,0.79144385026738,0.8,0.789587073608618
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdne,4,148,152,10, low_bits_4_shifted_2, svdne,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.77044025 0.74528302 0.76100629 0.70253165 0.76582278],0.69873417721519,0.741772151898734,0.832491582491583,0.889582033686837,0.899117276166457,0.888398486759142,0.700251889168766,0.759562841530055,0.702894628312197,0.772321428571429,0.816037735849057,0.735887720383545,0.837418300653595,0.862794612794613,0.832491582491583
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svd,16,92,108, zones, low_bits_5, svd,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.87027027 0.82702703 0.82702703 0.81891892 0.83243243],0.669201520912548,0.67680608365019,0.881313131313131,0.940411700975081,0.938378378378378,0.94054054054054,0.714754098360656,0.819548872180451,0.667466743782533,0.713804713804714,0.815384615384615,0.678368999421631,0.884803921568627,0.911616161616161,0.881313131313131
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,1572,524,524,0.6,0.2,0.2, [0.9335443  0.92356688 0.91719745 0.92675159 0.92675159],0.810945273631841,0.786069651741293,0.911616161616161,0.969151670951157,0.959287531806616,0.969465648854962,0.822429906542056,0.854368932038835,0.809837527243907,0.793269230769231,0.841836734693877,0.787423221715871,0.9125,0.921717171717172,0.911616161616161
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116,8, low_bits_4, svdne,1236,412,412,0.6,0.2,0.2, [0.83870968 0.83064516 0.83064516 0.82113821 0.8699187 ],0.662621359223301,0.669902912621359,0.824271844660194,0.928630024610336,0.915857605177994,0.929611650485437,0.68903803131991,0.781725888324873,0.667607130208948,0.708154506437768,0.763888888888889,0.665107709750567,0.830206378986867,0.858389912706111,0.824238688131481
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154,8, low_bits_2, svd,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.78828829 0.83333333 0.81081081 0.7027027  0.77272727],0.799457994579946,0.753387533875339,0.838028169014084,0.883478260869565,0.916967509025271,0.879061371841155,0.784883720930233,0.771428571428571,0.798085419734904,0.759894459102902,0.753926701570681,0.753367845167363,0.840363053924186,0.855434782608696,0.838084561930698
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108,12, low_bits_4, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.55586592 0.51955307 0.53351955 0.54775281 0.56460674],0.542372881355932,0.545762711864407,0.543350168350168,0.609195402298851,0.712206047032475,0.543113101903695,0.613180515759312,0.75886524822695,0.551510546191397,0.635869565217391,0.75974025974026,0.535898498664456,0.61319073083779,0.723905723905724,0.543350168350168
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.78947368 0.82631579 0.77659574 0.78723404 0.82446809],0.764331210191083,0.687898089171974,0.80852417302799,0.86659772492244,0.88771186440678,0.863347457627119,0.751677852348993,0.736842105263158,0.763482781026641,0.708333333333333,0.734567901234568,0.686362897985705,0.811992504684572,0.826972010178117,0.80852417302799
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svdn,16,142,158, zones, lab, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.57258065 0.57258065 0.55645161 0.47580645 0.46774194],0.514563106796116,0.470873786407767,0.792635658914729,0.991974317817014,0.996774193548387,0.991935483870967,0.532710280373832,0.553398058252427,0.514563106796116,0.528138528138528,0.559633027522936,0.465383524070746,0.799625468164794,0.818007662835249,0.792337164750958
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.65254237 0.62711864 0.68644068 0.67241379 0.6637931 ],0.492307692307692,0.482051282051282,0.781762295081967,0.978003384094755,0.986348122866894,0.977815699658703,0.575107296137339,0.676767676767677,0.489425505050505,0.542986425339367,0.652173913043478,0.49113550021106,0.796172248803828,0.859504132231405,0.782394342538467
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113,10, low_bits_4, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.59       0.53666667 0.56666667 0.5704698  0.51342282],0.581818181818182,0.538636363636364,0.831228956228956,0.990566037735849,0.982620320855615,0.990641711229947,0.634920634920635,0.730593607305936,0.582491373788715,0.594810379241517,0.67420814479638,0.538017314407322,0.838891120932101,0.878787878787879,0.831228956228956
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.83333333 0.82777778 0.82777778 0.8258427  0.80898876],0.76510067114094,0.798657718120805,0.868632707774799,0.924137931034483,0.897321428571429,0.926339285714286,0.806629834254144,0.879518072289157,0.750365096750639,0.820359281437126,0.88961038961039,0.795499639249639,0.874840357598978,0.891927083333333,0.867924867633518
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154,8, low_bits_6, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.84782609 0.82608696 0.8        0.83478261 0.86521739],0.788511749347258,0.762402088772846,0.820459290187891,0.8561872909699,0.890434782608696,0.850434782608695,0.798004987531172,0.812182741116751,0.787811800665903,0.753387533875339,0.751351351351351,0.762039312039312,0.825025432349949,0.847439916405434,0.820487424313249
ensemble_model_N40_B80_E120_nb_zones_8_lab_svd,40,80,120,8, lab, svd,1104,368,368,0.6,0.2,0.2, [0.96846847 0.95045045 0.93181818 0.95454545 0.94545455],0.904891304347826,0.907608695652174,0.954347826086956,0.986326344576117,0.980072463768116,0.986413043478261,0.904109589041096,0.942857142857143,0.906661732050333,0.91005291005291,0.895833333333333,0.908143939393939,0.954347826086956,0.955386289445049,0.95434895362589
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.49166667 0.5        0.54237288 0.46610169 0.50847458],0.482233502538071,0.512690355329949,0.792089249492901,0.988195615514334,0.989864864864865,0.988175675675676,0.479591836734694,0.505376344086022,0.483457402812241,0.524752475247525,0.563829787234043,0.514924602354885,0.79313824419778,0.813664596273292,0.792518182828495
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113,10, low_bits_3, svdne,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.86024845 0.82608696 0.821875   0.7875     0.828125  ],0.77979274611399,0.77461139896373,0.835858585858586,0.867073170731707,0.886533665835411,0.864089775561097,0.783715012722646,0.806282722513089,0.780064438179621,0.778625954198473,0.784615384615385,0.774506645187273,0.83924154987634,0.856902356902357,0.835858585858586
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120,6, low_bits_4, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.79473684 0.81578947 0.86170213 0.78723404 0.79787234],0.563694267515924,0.589171974522293,0.792620865139949,0.933920704845815,0.898305084745763,0.936440677966102,0.588588588588589,0.636363636363636,0.565056818181818,0.610271903323263,0.655844155844156,0.590422077922078,0.792620865139949,0.798717948717949,0.792667055167055
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152,10, low_bits_6, svd,1362,454,454,0.6,0.2,0.2, [0.84306569 0.81617647 0.81617647 0.77941176 0.82352941],0.781938325991189,0.753303964757709,0.840088105726872,0.888563049853373,0.889867841409692,0.888399412628487,0.787096774193548,0.802631578947369,0.781846762925012,0.747747747747748,0.737777777777778,0.753168364871422,0.840299164100308,0.842151675485009,0.840089922249546
svm_model_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158,4, lab, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.87735849 0.90566038 0.85576923 0.88461538 0.85576923],0.85632183908046,0.890804597701149,0.897935779816514,0.918330308529946,0.965648854961832,0.91412213740458,0.85207100591716,0.827586206896552,0.85632183908046,0.880503144654088,0.886075949367089,0.890406395736176,0.898748577929465,0.922897196261682,0.898385535067778
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154,6, low_bits_4, svdn,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.45652174 0.5326087  0.50543478 0.51648352 0.53296703],0.521311475409836,0.495081967213115,0.803407601572739,1,1,1,0.519736842105263,0.544827586206897,0.522413793103448,0.554913294797688,0.585365853658537,0.487718387822176,0.808429118773946,0.825293350717079,0.8032922616563
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svd,40,80,120,6, low_bits_4_shifted_2, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.89010989 0.92857143 0.93333333 0.94444444 0.93333333],0.767441860465116,0.81063122923588,0.893094289508632,0.962138084632517,0.955752212389381,0.962389380530973,0.76510067114094,0.820143884892086,0.771183053557154,0.811881188118812,0.872340425531915,0.814295212765957,0.892595063375584,0.913934426229508,0.893659719574703
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdne,8,146,154,8, low_bits_4_shifted_2, svdne,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.76126126 0.74090909 0.76363636 0.76818182 0.79090909],0.73841961852861,0.752043596730245,0.762527233115468,0.762631077216397,0.725952813067151,0.774047186932849,0.724137931034483,0.670212765957447,0.740134315939617,0.731563421828909,0.681318681318681,0.751470151470152,0.748847926267281,0.705754614549403,0.762713372848472
svm_model_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120,4, low_bits_5, svdne,576,192,192,0.6,0.2,0.2, [0.90517241 0.9137931  0.89655172 0.94736842 0.9122807 ],0.640625,0.765625,0.88125,1,1,1,0.666666666666667,0.711340206185567,0.639880629408573,0.788732394366197,0.815533980582524,0.761699574560925,0.885542168674699,0.903688524590164,0.880869686023896
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,930,310,310,0.6,0.2,0.2, [0.47311828 0.47311828 0.51075269 0.49462366 0.52688172],0.496774193548387,0.467741935483871,0.786451612903226,0.989270386266094,0.991397849462365,0.989247311827957,0.506329113924051,0.50314465408805,0.496605439626807,0.455445544554455,0.445161290322581,0.467741935483871,0.786589297227595,0.783055198973042,0.786469233727766
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svdn,16,92,108, zones, low_bits_3, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.48087432 0.51639344 0.52185792 0.47814208 0.49725275],0.489051094890511,0.525547445255474,0.881313131313131,0.993456924754635,0.99671772428884,0.993435448577681,0.444444444444444,0.414814814814815,0.487982946975753,0.507575757575758,0.482014388489209,0.52619237942979,0.88,0.87037037037037,0.881313131313131
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120,8, low_bits_3, svdn,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.62831858 0.56637168 0.61061947 0.60176991 0.61061947],0.683510638297872,0.646276595744681,0.864505844845909,0.997338065661047,0.994690265486726,0.997345132743363,0.689295039164491,0.702127659574468,0.683510638297872,0.669975186104218,0.671641791044776,0.644392324093817,0.866701515943544,0.868972746331237,0.864443269717343
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120,6, low_bits_6, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.93814433 0.92783505 0.95833333 0.94270833 0.953125  ],0.766355140186916,0.722741433021807,0.886052303860523,0.97989417989418,0.960580912863071,0.980290456431535,0.786324786324786,0.878980891719745,0.768758738542799,0.766404199475066,0.918238993710692,0.724551595620778,0.89087656529517,0.93609022556391,0.886361944465123
svm_model_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152,4, low_bits_2, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.703125  0.7890625 0.8203125 0.78125   0.7421875],0.765258215962441,0.727699530516432,0.75891181988743,0.767550702028081,0.76875,0.7671875,0.780701754385965,0.81651376146789,0.764026111503176,0.73394495412844,0.784313725490196,0.729994700582936,0.763569457221711,0.781544256120527,0.758996427125684
svm_model_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116,10, lab, svdn,1494,498,498,0.6,0.2,0.2, [0.7        0.65666667 0.66442953 0.69127517 0.67114094],0.72562358276644,0.718820861678005,0.694444444444444,0.716892289582107,0.815261044176707,0.678045515394913,0.753564154786151,0.83710407239819,0.725370218017277,0.743801652892562,0.818181818181818,0.719045660222131,0.728496634255797,0.81986531986532,0.694444444444444
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116,8, low_bits_5, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.58189655 0.52155172 0.5387931  0.59130435 0.56956522],0.555844155844156,0.522077922077922,0.604880581516096,0.699259259259259,0.816608996539792,0.64878892733564,0.581907090464548,0.639784946236559,0.558585940454963,0.553398058252427,0.629834254143646,0.52815242118947,0.649470290188853,0.746031746031746,0.607470511140236
ensemble_model_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158,4, lab, svdne,636,212,212,0.6,0.2,0.2, [0.84375    0.890625   0.859375   0.8968254  0.88888889],0.891509433962264,0.820754716981132,0.886792452830189,0.909090909090909,0.927672955974843,0.907232704402515,0.896860986547085,0.943396226415094,0.891509433962264,0.838983050847458,0.925233644859813,0.819759679572764,0.891696750902527,0.930320150659134,0.886710169847525
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_shifted_2_svdne,4,148,152, zones, low_bits_4_shifted_2, svdne,1410,470,470,0.6,0.2,0.2, [0.75886525 0.79078014 0.74822695 0.73049645 0.73049645],0.693617021276596,0.68936170212766,0.831914893617021,0.92600422832981,0.931914893617021,0.925531914893617,0.716535433070866,0.81981981981982,0.700232490555071,0.728624535315985,0.777777777777778,0.682466870540265,0.839756592292089,0.877862595419847,0.831757941604031
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,1488,496,496,0.6,0.2,0.2, [0.82885906 0.89932886 0.88255034 0.87248322 0.84797297],0.637387387387387,0.621621621621622,0.85479797979798,0.989145183175034,0.979838709677419,0.989247311827957,0.650759219088937,0.700934579439252,0.639597724502235,0.65,0.678260869565217,0.61950426655831,0.857142857142857,0.871212121212121,0.85479797979798
ensemble_model_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152,4, low_bits_2, svdne,588,196,196,0.6,0.2,0.2, [0.75423729 0.73728814 0.77966102 0.79661017 0.79310345],0.73469387755102,0.801020408163265,0.887755102040816,0.968595041322314,0.996598639455782,0.967687074829932,0.745098039215686,0.684684684684685,0.742342342342342,0.786885245901639,0.742268041237113,0.800426949911486,0.889112903225806,0.878486055776892,0.887987797762923
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152,10, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.7972028  0.86363636 0.86363636 0.78671329 0.83802817],0.637130801687764,0.637130801687764,0.808922558922559,0.92176386913229,0.907563025210084,0.92296918767507,0.70446735395189,0.857740585774058,0.635253271610433,0.695035460992908,0.834042553191489,0.638778598771477,0.822100313479624,0.882996632996633,0.808922558922559
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116,8, low_bits_6, svdn,1134,378,378,0.6,0.2,0.2, [0.67982456 0.60087719 0.60619469 0.61946903 0.58849558],0.523809523809524,0.489417989417989,0.727513227513228,0.88047138047138,0.922398589065256,0.874779541446208,0.558823529411765,0.587628865979381,0.522075302554908,0.525798525798526,0.569148936170213,0.489837625979843,0.742885671492761,0.783983140147524,0.727273185376631
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154,8, low_bits_6, svd,1128,376,376,0.6,0.2,0.2, [0.8539823  0.8539823  0.85840708 0.85840708 0.83482143],0.768617021276596,0.768617021276596,0.860106382978723,0.92254134029591,0.939716312056738,0.921099290780142,0.770448548812665,0.793478260869565,0.769134963768116,0.778625954198473,0.768844221105528,0.768602901513216,0.863092139510672,0.875395987328406,0.859991669977172
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.7992126  0.81496063 0.80952381 0.80952381 0.79365079],0.748218527315915,0.771971496437055,0.832383665716999,0.88156862745098,0.889240506329114,0.880537974683544,0.71957671957672,0.686868686868687,0.744779634914164,0.757575757575758,0.691244239631336,0.774543688443119,0.82772083943387,0.809933142311366,0.832256467284106
ensemble_model_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120,4, low_bits_5, svdne,606,202,202,0.6,0.2,0.2, [0.95901639 0.89344262 0.93442623 0.925      0.95      ],0.702970297029703,0.693069306930693,0.879207920792079,1,1,1,0.719626168224299,0.77,0.703627450980392,0.718181818181818,0.759615384615385,0.691032182103611,0.882692307692308,0.905325443786982,0.879104073782159
ensemble_model_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154,10, lab, svdn,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.5        0.4964539  0.47163121 0.4893617  0.5106383 ],0.461702127659575,0.519148936170213,0.796343537414966,1,1,1,0.458244111349036,0.463203463203463,0.461727254614284,0.508695652173913,0.4875,0.519836956521739,0.79521162890124,0.790144435004248,0.796348813246805
svm_model_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152,6, low_bits_4, svdne,864,288,288,0.6,0.2,0.2, [0.74137931 0.72988506 0.84302326 0.73255814 0.72093023],0.645833333333333,0.635416666666667,0.729861111111111,0.790804597701149,0.796296296296296,0.789351851851852,0.679245283018868,0.788321167883212,0.65243872963697,0.676923076923077,0.763888888888889,0.635416666666667,0.742894910773298,0.788218793828892,0.730423014521049
ensemble_model_v2_N16_B142_E158_nb_zones_4_lab_svdne,16,142,158, zones, lab, svdne,618,206,206,0.6,0.2,0.2, [0.87903226 0.91129032 0.91935484 0.88709677 0.8852459 ],0.805825242718447,0.878640776699029,0.923300970873786,0.977419354838709,0.980582524271845,0.977346278317152,0.81651376146789,0.898989898989899,0.809308033607099,0.894514767932489,0.929824561403509,0.872520976353928,0.926511627906977,0.954022988505747,0.922877635985157
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154,8, low_bits_5, svd,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.82173913 0.77826087 0.80701754 0.80701754 0.78508772],0.774278215223097,0.78740157480315,0.845225603357817,0.887719298245614,0.884615384615385,0.888111888111888,0.761111111111111,0.724867724867725,0.773892195767196,0.790697674418605,0.772727272727273,0.788002980625931,0.843667196608373,0.830031282586027,0.845321871493647
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152,8, low_bits_3, svd,1146,382,382,0.6,0.2,0.2, [0.8        0.81304348 0.80434783 0.82894737 0.81578947],0.772251308900523,0.740837696335079,0.796858638743456,0.819964349376114,0.802792321116928,0.823734729493892,0.764227642276423,0.715736040609137,0.774084236520785,0.742857142857143,0.711442786069652,0.742461724526539,0.79317697228145,0.766220391349125,0.797380696207044
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,1212,404,404,0.6,0.2,0.2, [0.75       0.80578512 0.78512397 0.79338843 0.73553719],0.789603960396039,0.821782178217822,0.852970297029703,0.882747068676717,0.86963696369637,0.884488448844884,0.793187347931873,0.876344086021505,0.795970208148367,0.844827586206896,0.894977168949771,0.815056152042453,0.856452392460126,0.876360039564787,0.852947115917181
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.81349206 0.82936508 0.77777778 0.82       0.796     ],0.820574162679426,0.801435406698565,0.860420650095602,0.895800933125972,0.917197452229299,0.893312101910828,0.829931972789116,0.863207547169811,0.819953288148012,0.805620608899297,0.843137254901961,0.802409748946308,0.864438254410399,0.89176245210728,0.860480462694861
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svd,40,80,120, zones, low_bits_4_shifted_2, svd,816,272,272,0.6,0.2,0.2, [0.92682927 0.94512195 0.93902439 0.94444444 0.9382716 ],0.801470588235294,0.786764705882353,0.902205882352941,0.974106041923551,0.968137254901961,0.974264705882353,0.809859154929577,0.815602836879433,0.800931189432083,0.783582089552239,0.760869565217391,0.787151200519143,0.902421129860602,0.895196506550218,0.902278788193386
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdne,8,146,154,8, low_bits_4_shifted_2, svdne,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.75446429 0.80803571 0.84234234 0.81981982 0.8018018 ],0.663072776280323,0.743935309973046,0.832974137931034,0.921190893169877,0.944344703770198,0.919210053859964,0.726477024070022,0.897297297297297,0.663702412089509,0.790286975717439,0.952127659574468,0.741091152191606,0.848927875243665,0.936559139784946,0.832750412225086
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.53846154 0.5        0.44444444 0.40555556 0.44444444],0.521594684385382,0.461794019933555,0.795484727755644,0.997792494481236,1,0.997787610619469,0.54140127388535,0.508982035928144,0.523147734381982,0.456375838926174,0.456375838926174,0.461740551042035,0.797101449275362,0.787760416666667,0.795641725948509
ensemble_model_v2_N4_B148_E152_nb_zones_4_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.70192308 0.78846154 0.79807692 0.83653846 0.8627451 ],0.691860465116279,0.744186046511628,0.821345707656612,0.892249527410208,0.911196911196911,0.88996138996139,0.697142857142857,0.782051282051282,0.699536279323513,0.763440860215054,0.825581395348837,0.744186046511628,0.826966292134831,0.869976359338062,0.822231915432129
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113,10, low_bits_2, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.80633803 0.83687943 0.81914894 0.86170213 0.81560284],0.823404255319149,0.804255319148936,0.854166666666667,0.886332882273342,0.927762039660057,0.881019830028329,0.823027718550107,0.861607142857143,0.825112514518002,0.814516129032258,0.824489795918367,0.803356009070295,0.859598853868195,0.893617021276596,0.854200184385112
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116,8, low_bits_4, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.82520325 0.80487805 0.79268293 0.78455285 0.79918033],0.755501222493888,0.713936430317848,0.819159335288368,0.882035466461064,0.931596091205212,0.875407166123778,0.739583333333333,0.71,0.754521531100478,0.709677419354839,0.65296803652968,0.718589281422735,0.822456813819578,0.829622458857696,0.819056046802984
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120,6, low_bits_4, svdne,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.8556701  0.87113402 0.796875   0.80729167 0.78645833],0.64797507788162,0.728971962616822,0.869240348692403,0.989711934156379,0.99792531120332,0.989626556016597,0.64797507788162,0.638036809815951,0.648132328958608,0.735562310030395,0.724550898203593,0.729158565984913,0.870530209617756,0.869458128078818,0.869237880160316
ensemble_model_N26_B87_E113_nb_zones_12_lab_svd,26,87,113,12, lab, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.94915254 0.94632768 0.96892655 0.96610169 0.95738636],0.858552631578947,0.838815789473684,0.951178451178451,0.986379114642452,0.983031674208145,0.986425339366516,0.863492063492063,0.834355828220859,0.860440325457947,0.824372759856631,0.815602836879433,0.837249271200452,0.950764006791172,0.942760942760943,0.951178451178451
ensemble_model_v2_N40_B80_E120_nb_zones_4_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.90196078 0.94117647 0.89215686 0.93       0.89      ],0.642857142857143,0.708333333333333,0.869358669833729,0.998019801980198,0.996047430830039,0.99802371541502,0.67741935483871,0.818181818181818,0.656343656343656,0.737967914438503,0.821428571428571,0.708333333333333,0.874715261958998,0.927536231884058,0.870310172016795
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,870,290,290,0.6,0.2,0.2, [0.97701149 0.94252874 0.94827586 0.94827586 0.96551724],0.831034482758621,0.789655172413793,0.924137931034483,1,1,1,0.846394984326019,0.924657534246575,0.830384322678843,0.820058997050147,0.902597402597403,0.782181054239878,0.928010471204189,0.964625850340136,0.923571666428809
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.81818182 0.7972028  0.82746479 0.78169014 0.78873239],0.812236286919831,0.822784810126582,0.865514333895447,0.901351351351351,0.936797752808989,0.89747191011236,0.826510721247563,0.887029288702929,0.811599750734443,0.831325301204819,0.880851063829787,0.823270720199412,0.871938980329185,0.915682967959528,0.865514333895447
svm_model_N16_B142_E158_nb_zones_6_lab_svd,16,142,158,6, lab, svd,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.87341772 0.83544304 0.86538462 0.89102564 0.86538462],0.862068965517241,0.873563218390805,0.872894333843798,0.880981595092024,0.915816326530612,0.876275510204082,0.857142857142857,0.870967741935484,0.862491170237815,0.8715953307393,0.82962962962963,0.875132275132275,0.874622356495468,0.889400921658986,0.872944735638653
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152,6, low_bits_4, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.79347826 0.75543478 0.80769231 0.79120879 0.74175824],0.6875,0.631578947368421,0.791064388961892,0.882040382571732,0.908096280087527,0.87855579868709,0.696485623003195,0.789855072463768,0.696132355508992,0.668639053254438,0.724358974358974,0.629071379071379,0.800251256281407,0.848202396804261,0.791805478557773
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svd,40,80,120, zones, lab, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.95041322 0.9375     0.98333333 0.97916667 0.97916667],0.8675,0.865,0.946053946053946,0.999168744804655,1,0.999168053244592,0.858666666666667,0.86096256684492,0.867101001732319,0.868932038834952,0.899497487437186,0.865171629290732,0.94572864321608,0.953394123606889,0.946155189882262
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdn,32,84,116,8, low_bits_4_shifted_2, svdn,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.52713178 0.54651163 0.51937984 0.5390625  0.5546875 ],0.476635514018692,0.530373831775701,0.801587301587302,1,1,1,0.486238532110092,0.507177033492823,0.477332808983854,0.533642691415313,0.555555555555556,0.531171442936149,0.802601021830005,0.815864022662889,0.801745492402544
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svdn,16,92,108, zones, low_bits_2, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.47142857 0.47142857 0.50285714 0.48285714 0.47988506],0.528662420382166,0.503184713375796,0.866582491582492,0.992541594951234,0.989702517162471,0.992562929061785,0.516339869281046,0.516339869281046,0.52835627004425,0.515527950310559,0.515527950310559,0.502862014370966,0.866301138760017,0.864478114478115,0.866582491582492
svm_model_N4_B148_E152_nb_zones_12_lab_svd,4,148,152,12, lab, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.90163934 0.90163934 0.88797814 0.89071038 0.87637363],0.81021897810219,0.817518248175182,0.877946127946128,0.900106269925611,0.926695842450766,0.897155361050328,0.840490797546012,0.958041958041958,0.803448459937009,0.836601307189543,0.977099236641221,0.824213953984946,0.884645982498011,0.936026936026936,0.877946127946128
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154,8, low_bits_5, svd,1060,353,353,0.600226500566251,0.199886749716874,0.199886749716874, [0.86320755 0.84433962 0.85377358 0.85849057 0.87735849],0.722379603399433,0.742209631728045,0.858437146092865,0.942289498580889,0.939622641509434,0.942452830188679,0.746113989637306,0.822857142857143,0.72322632423756,0.770780856423174,0.792746113989637,0.736998056994819,0.864130434782608,0.885300668151448,0.857972914720885
svm_model_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154,6, low_bits_4, svdne,1016,338,338,0.600472813238771,0.199763593380615,0.199763593380615, [0.80392157 0.85294118 0.7745098  0.82178218 0.80693069],0.600591715976331,0.562130177514793,0.722222222222222,0.842724978973928,0.986220472440945,0.815944881889764,0.697986577181208,0.945454545454545,0.60856542301629,0.675438596491228,0.950617283950617,0.577581369248036,0.775334608030593,0.97125748502994,0.725418707509136
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152,6, low_bits_2, svd,810,270,270,0.6,0.2,0.2, [0.74691358 0.75308642 0.7345679  0.82716049 0.75308642],0.766666666666667,0.766666666666667,0.765185185185185,0.764488286066584,0.765432098765432,0.764197530864197,0.782006920415225,0.824817518248175,0.765792217770704,0.767527675276753,0.764705882352941,0.766681299385426,0.768781911013858,0.777286135693215,0.765131163084703
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.78723404 0.78723404 0.77304965 0.8        0.8       ],0.741452991452992,0.75,0.840307429547395,0.904761904761905,0.918918918918919,0.903271692745377,0.77959927140255,0.90295358649789,0.739355581127733,0.784530386740332,0.918103448275862,0.751424605493863,0.851587301587302,0.915529010238908,0.840243137598086
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_shifted_2_svdne,8,146,154, zones, low_bits_4_shifted_2, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.83050847 0.81779661 0.7991453  0.77777778 0.79059829],0.728900255754476,0.728900255754476,0.841002044989775,0.916172734970364,0.921635434412266,0.915672913117547,0.718085106382979,0.725806451612903,0.728756884343037,0.732323232323232,0.739795918367347,0.728872318158032,0.840757808499744,0.847265221878225,0.841059156025232
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116,10, low_bits_3, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.57051282 0.61858974 0.58653846 0.60322581 0.60645161],0.629268292682927,0.614634146341463,0.603114478114478,0.630903790087464,0.695372750642674,0.593187660668381,0.659192825112108,0.735,0.631785714285714,0.650442477876106,0.7,0.6125,0.639112131649445,0.702861952861953,0.603114478114478
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.83606557 0.79508197 0.87295082 0.83471074 0.83471074],0.790123456790123,0.767901234567901,0.868213228035538,0.926421404682274,0.911184210526316,0.927631578947368,0.800936768149883,0.818181818181818,0.789192949907236,0.777251184834123,0.828282828282828,0.76921387790953,0.869437652811736,0.875862068965517,0.868198096797299
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,1074,358,358,0.6,0.2,0.2, [0.58333333 0.58333333 0.62149533 0.62149533 0.62616822],0.589385474860335,0.614525139664804,0.804469273743017,0.939870490286772,0.945996275605214,0.939478584729981,0.610079575596817,0.649717514124294,0.590052127227893,0.651515151515152,0.648241206030151,0.610284125027654,0.811218985976267,0.823658269441402,0.804075428905422
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152,8, low_bits_3, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.75210084 0.7605042  0.78813559 0.78813559 0.77542373],0.82994923857868,0.791878172588832,0.815922920892495,0.823723228995058,0.844594594594595,0.819256756756757,0.84160756501182,0.898989898989899,0.829596990311276,0.795,0.850267379679144,0.794698907230876,0.82179675994109,0.856704196519959,0.816291796752442
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdn,26,87,113,10, low_bits_4_shifted_2, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.53355705 0.56711409 0.53020134 0.58445946 0.54391892],0.489887640449438,0.49438202247191,0.551767676767677,0.644225188624492,0.746971736204576,0.587483176312248,0.595365418894831,0.752252252252252,0.49047590191088,0.593128390596745,0.73542600896861,0.493839130610431,0.62460345435319,0.745791245791246,0.551767676767677
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,870,290,290,0.6,0.2,0.2, [0.78735632 0.7183908  0.75287356 0.76436782 0.75862069],0.627586206896552,0.613793103448276,0.797241379310345,0.921108742004264,0.993103448275862,0.914942528735632,0.701657458563536,0.841059602649007,0.618371527943208,0.687150837988827,0.836734693877551,0.610675039246468,0.822677925211098,0.930422919508868,0.795755392808827
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,1632,544,544,0.6,0.2,0.2, [0.82317073 0.83128834 0.80981595 0.82208589 0.8404908 ],0.760752688172043,0.755376344086022,0.843013468013468,0.883944678292243,0.900735294117647,0.881740196078431,0.744985673352435,0.695187165775401,0.761107096401214,0.746518105849582,0.724324324324324,0.755210290504408,0.842682412484184,0.840909090909091,0.843013468013468
ensemble_model_N16_B142_E158_nb_zones_6_lab_svd,16,142,158,6, lab, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.90449438 0.86516854 0.875      0.88068182 0.88068182],0.863945578231292,0.86734693877551,0.91304347826087,0.947141316073355,0.993212669683258,0.944570135746606,0.875776397515528,0.927631578947368,0.861703113417346,0.867796610169492,0.920863309352518,0.870109074031098,0.917098445595855,0.965893587994543,0.913258025391047
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdn,40,80,120,6, low_bits_4_shifted_2, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.61176471 0.62352941 0.62352941 0.58823529 0.52941176],0.491166077738516,0.519434628975265,0.74364406779661,0.902237926972909,0.901176470588235,0.902352941176471,0.485714285714286,0.507462686567164,0.491986376840629,0.54054054054054,0.571428571428571,0.51998001998002,0.745263157894737,0.759656652360515,0.743845062581931
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113,10, low_bits_6, svdn,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.5        0.55319149 0.54609929 0.5106383  0.54609929],0.54468085106383,0.508510638297872,0.550170068027211,0.598032786885246,0.645892351274788,0.565864022662889,0.588461538461538,0.642857142857143,0.543411330049261,0.538922155688623,0.584415584415584,0.509781013965114,0.584446190102121,0.633191489361702,0.550240604493935
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154,8, low_bits_3, svdn,1188,396,396,0.6,0.2,0.2, [0.49159664 0.47058824 0.43697479 0.45798319 0.55084746],0.477272727272727,0.505050505050505,0.512626262626263,0.459615384615385,0.402356902356902,0.526936026936027,0.4,0.339901477832512,0.4808315679318,0.406060606060606,0.345360824742268,0.501888333163213,0.43731778425656,0.378405650857719,0.512761976086089
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.81182796 0.76344086 0.79569892 0.85326087 0.79891304],0.668831168831169,0.727272727272727,0.862516212710765,0.971800433839479,0.967602591792657,0.971922246220302,0.701754385964912,0.769230769230769,0.66751012145749,0.75,0.792452830188679,0.725085475497024,0.8675,0.892030848329049,0.862245790656671
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154,8, low_bits_2, svdn,1106,368,368,0.60043431053203,0.199782844733985,0.199782844733985, [0.54054054 0.5        0.5045045  0.48636364 0.49090909],0.5,0.505434782608696,0.515743756786102,0.486328125,0.450271247739602,0.524412296564195,0.439024390243902,0.416184971098266,0.49527197272862,0.458333333333333,0.416216216216216,0.505922315758381,0.471563981042654,0.436882546652031,0.514896697600989
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120,6, low_bits_5, svd,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.93085106 0.95744681 0.90860215 0.93010753 0.9516129 ],0.713826366559486,0.713826366559486,0.884961439588689,0.998930481283422,1,0.998929336188437,0.732732732732733,0.818791946308725,0.718037948463004,0.743515850144092,0.832258064516129,0.714205955334987,0.889164086687306,0.931258106355383,0.885374276107627
ensemble_model_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154,6, low_bits_4, svdne,822,274,274,0.6,0.2,0.2, [0.77710843 0.69512195 0.77439024 0.76219512 0.75609756],0.726277372262774,0.68978102189781,0.809489051094891,0.884306987399771,0.939172749391727,0.877128953771289,0.749163879598662,0.842105263157895,0.72956326987682,0.721311475409836,0.769230769230769,0.686142102172637,0.823290453622207,0.885007278020379,0.809267914266412
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116,8, low_bits_5, svdn,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.54621849 0.6092437  0.54621849 0.58898305 0.55932203],0.587341772151899,0.592405063291139,0.821862348178138,0.975820379965458,0.952782462057336,0.976391231028668,0.673346693386774,0.865979381443299,0.592193670821152,0.687378640776699,0.855072463768116,0.579131976564909,0.837937384898711,0.915492957746479,0.821290267060612
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdn,16,92,108,12, low_bits_4_shifted_2, svdn,1770,590,590,0.6,0.2,0.2, [0.51694915 0.53672316 0.51129944 0.45480226 0.51977401],0.501650165016502,0.504950495049505,0.570286195286195,0.642502482621648,0.731073446327684,0.593220338983051,0.574647887323944,0.68,0.503398692810457,0.571428571428571,0.65359477124183,0.503464052287582,0.62449429937477,0.714646464646465,0.570286195286195
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.56737589 0.58156028 0.54609929 0.5070922  0.60357143],0.537313432835821,0.550106609808102,0.796675191815857,0.965272856130404,0.967329545454545,0.965198863636364,0.545073375262055,0.582959641255605,0.539447300302599,0.590291262135922,0.610441767068273,0.546129974443228,0.801498127340824,0.818877551020408,0.796618262689691
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.72972973 0.78378378 0.76351351 0.76689189 0.81081081],0.691964285714286,0.705357142857143,0.824915824915825,0.9043250327654,0.932432432432432,0.901351351351351,0.725099601593626,0.805309734513274,0.690943155544925,0.727272727272727,0.792792792792793,0.706130909670733,0.834394904458599,0.882154882154882,0.824915824915825
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120,6, low_bits_6, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.64444444 0.62777778 0.57222222 0.61797753 0.57865169],0.567114093959732,0.563758389261745,0.618632707774799,0.703632887189293,0.821428571428571,0.654017857142857,0.638655462184874,0.775510204081633,0.56987430733883,0.630681818181818,0.798561151079137,0.578525858558436,0.675783475783476,0.807901907356948,0.621629053942326
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152,6, low_bits_2, svd,888,296,296,0.6,0.2,0.2, [0.79213483 0.75280899 0.84831461 0.80898876 0.85795455],0.77027027027027,0.753378378378378,0.82027027027027,0.861572535991141,0.876126126126126,0.859234234234234,0.782051282051282,0.772151898734177,0.770133920381581,0.736462093862816,0.708333333333333,0.75219298245614,0.82171581769437,0.82171581769437,0.820258453806313
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.82916667 0.775      0.75833333 0.825      0.74789916],0.68922305764411,0.709273182957393,0.819639278557114,0.903225806451613,0.934891485809683,0.89983305509182,0.721973094170404,0.797029702970297,0.687854953007991,0.743362831858407,0.857142857142857,0.711822660098522,0.831618334892423,0.891675025075226,0.819711386411487
svm_model_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108,12, low_bits_3, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.80285714 0.81142857 0.86857143 0.82857143 0.80857143],0.741214057507987,0.741214057507987,0.802609427609428,0.823866896156053,0.820571428571429,0.824571428571428,0.74922600619195,0.75625,0.740870098039216,0.755287009063444,0.816993464052288,0.742871732026144,0.804338756779307,0.811447811447811,0.802609427609428
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116,8, low_bits_6, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.66239316 0.55982906 0.5982906  0.5982906  0.64224138],0.555269922879177,0.473007712082262,0.801644398766701,0.993103448275862,0.986301369863014,0.993150684931507,0.602298850574713,0.642156862745098,0.550808161102279,0.515366430260047,0.564766839378238,0.473709950301364,0.808721506442022,0.831804281345566,0.801394368652058
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svd,16,142,158, zones, lab, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.92553191 0.89247312 0.86021505 0.90860215 0.90860215],0.806451612903226,0.841935483870968,0.896907216494845,0.945802337938363,0.954935622317596,0.945278969957082,0.824561403508772,0.886792452830189,0.804323378732975,0.855457227138643,0.900621118012422,0.839572303972654,0.901356350184957,0.930025445292621,0.896474863638478
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.79251701 0.84246575 0.83561644 0.85273973 0.8390411 ],0.789934354485777,0.789934354485777,0.861952861952862,0.911342894393742,0.956224350205198,0.906976744186046,0.793103448275862,0.776371308016878,0.790458381281166,0.778801843317972,0.768181818181818,0.789154200230149,0.865131578947368,0.885521885521885,0.861952861952862
ensemble_model_v2_N8_B146_E154_nb_zones_6_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.78658537 0.77439024 0.82098765 0.79012346 0.75925926],0.719557195571956,0.638376383763838,0.820796460176991,0.916565900846433,0.931203931203931,0.915233415233415,0.7625,0.884057971014493,0.71646507573281,0.701219512195122,0.827338129496403,0.633366034445171,0.835254237288135,0.900584795321637,0.820084064327485
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svdn,8,146,154, zones, lab, svdn,1458,486,486,0.6,0.2,0.2, [0.50342466 0.54794521 0.51712329 0.51027397 0.46206897],0.474945533769063,0.47276688453159,0.794191919191919,0.995901639344262,1,0.995884773662552,0.448512585812357,0.443438914027149,0.473820297349709,0.452488687782805,0.420168067226891,0.474789915966387,0.791293213828425,0.78030303030303,0.794191919191919
ensemble_model_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116,10, lab, svdn,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.67957746 0.67375887 0.62056738 0.65957447 0.63120567],0.736170212765957,0.719148936170213,0.878401360544218,0.978813559322034,0.981586402266289,0.978753541076487,0.733905579399142,0.70954356846473,0.736867854101361,0.729508196721311,0.760683760683761,0.719324931189338,0.879324894514768,0.882303132938188,0.878384700542535
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.79435484 0.76612903 0.78225806 0.7983871  0.74596774],0.779661016949153,0.779661016949153,0.866892545982575,0.923582580115037,0.906451612903226,0.925,0.796420581655481,0.835680751173709,0.777840375586854,0.794582392776524,0.842105263157895,0.778895768833849,0.869482676791647,0.879078694817658,0.866785441158829
svm_model_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120,8, lab, svdn,1036,345,345,0.600231749710313,0.199884125144844,0.199884125144844, [0.74519231 0.71153846 0.73557692 0.73300971 0.74271845],0.663768115942029,0.672463768115942,0.723638470451912,0.784722222222222,0.872586872586873,0.760617760617761,0.717073170731707,0.890909090909091,0.673232323232323,0.73536299765808,0.887005649717514,0.666717110573043,0.760180995475113,0.87906976744186,0.724176916053494
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108,12, low_bits_4, svdn,1716,572,572,0.6,0.2,0.2, [0.52325581 0.56104651 0.56686047 0.53216374 0.54678363],0.53030303030303,0.581818181818182,0.875,0.997663551401869,0.995337995337995,0.997668997668998,0.545454545454545,0.547058823529412,0.529779411764706,0.563291139240506,0.55625,0.581066176470588,0.874630645842128,0.872053872053872,0.875
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108,12, low_bits_6, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.56145251 0.52793296 0.53351955 0.6011236  0.53089888],0.515254237288136,0.55593220338983,0.884680134680135,1,1,1,0.554517133956386,0.622377622377622,0.518425653294074,0.59190031152648,0.625,0.553758741258741,0.887149917627677,0.906565656565657,0.884680134680135
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120,6, low_bits_5, svd,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.85185185 0.85802469 0.85185185 0.85625    0.86875   ],0.73134328358209,0.708955223880597,0.884500745156483,0.993757802746567,0.987593052109181,0.993796526054591,0.76158940397351,0.877862595419847,0.734551735666128,0.754716981132075,0.916030534351145,0.713489719730317,0.890921885995778,0.95187969924812,0.885097899845626
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108,12, low_bits_5, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.51685393 0.53089888 0.5252809  0.51123596 0.56460674],0.530201342281879,0.553691275167785,0.541245791245791,0.610395803528851,0.719101123595506,0.541011235955056,0.617486338797814,0.773972602739726,0.535012617159337,0.625352112676056,0.730263157894737,0.550063085796683,0.613200851667849,0.727272727272727,0.541245791245791
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154,8, low_bits_6, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.52173913 0.46929825 0.48245614 0.49561404 0.53070175],0.526315789473684,0.521052631578947,0.524185068349106,0.583269378357636,0.665499124343257,0.524518388791594,0.590909090909091,0.663265306122449,0.521850044365572,0.580645161290323,0.681081081081081,0.525155925155925,0.584290307762977,0.668067226890756,0.524033613445378
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113,10, low_bits_5, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.55172414 0.5862069  0.59655172 0.56551724 0.61111111],0.586206896551724,0.586206896551724,0.597643097643098,0.690476190476191,0.88121546961326,0.604972375690608,0.627906976744186,0.707423580786026,0.587754343584503,0.636363636363636,0.714893617021277,0.584521044318498,0.669432918395574,0.814814814814815,0.597643097643098
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152,8, low_bits_4, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.70491803 0.68852459 0.65702479 0.69008264 0.67768595],0.73019801980198,0.668316831683168,0.72700296735905,0.758026624902114,0.797364085667216,0.745469522240527,0.737349397590361,0.721698113207547,0.73064072327044,0.661616161616162,0.671794871794872,0.6684333210649,0.735632183908046,0.757396449704142,0.726912510566357
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.68072289 0.65060241 0.62048193 0.70481928 0.68674699],0.782608695652174,0.797101449275362,0.821997105643994,0.847775175644028,0.872289156626506,0.843373493975904,0.76,0.833333333333333,0.790123456790123,0.804195804195804,0.833333333333333,0.797101449275362,0.823021582733813,0.857571214392804,0.823191201601996
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdn,40,80,120,6, low_bits_4_shifted_2, svdn,930,310,310,0.6,0.2,0.2, [0.55376344 0.62903226 0.56451613 0.58064516 0.59677419],0.5,0.461290322580645,0.791612903225806,0.998923573735199,0.997849462365591,0.998924731182795,0.5141065830721,0.546666666666667,0.501458333333333,0.479750778816199,0.484276729559748,0.46068141113749,0.794136392606756,0.804909560723514,0.791630038093716
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154,8, low_bits_3, svdn,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.51709402 0.5042735  0.4957265  0.48706897 0.46551724],0.5,0.520618556701031,0.8043254376931,1,1,1,0.455056179775281,0.426315789473684,0.498511430090378,0.507936507936508,0.472906403940887,0.52293968845693,0.8,0.778688524590164,0.804458133930693
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svd,8,146,154,10, low_bits_4_shifted_2, svd,1434,478,478,0.6,0.2,0.2, [0.79861111 0.80208333 0.7972028  0.7972028  0.82167832],0.723991507430998,0.770700636942675,0.79040404040404,0.817415730337079,0.811715481171548,0.818688981868898,0.712389380530973,0.682203389830508,0.72408041831951,0.758928571428571,0.723404255319149,0.77060043274432,0.785714285714286,0.768518518518518,0.79040404040404
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.73412698 0.77380952 0.71428571 0.76587302 0.808     ],0.806682577565632,0.797136038186158,0.843511450381679,0.870813397129187,0.868044515103339,0.871224165341812,0.801955990220049,0.796116504854369,0.806508956652537,0.791154791154791,0.74537037037037,0.798793559569422,0.841545893719807,0.828734538534729,0.843553872138178
svm_model_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120,8, low_bits_3, svdne,1260,420,420,0.6,0.2,0.2, [0.82539683 0.8015873  0.78571429 0.81349206 0.80952381],0.802380952380952,0.771428571428571,0.807619047619048,0.833456698741673,0.893650793650794,0.821428571428571,0.822269807280514,0.864864864864865,0.798594048594049,0.774647887323944,0.841836734693877,0.775829081632653,0.819964349376114,0.877862595419847,0.807752590485589
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120,8, low_bits_2, svdn,1314,438,438,0.6,0.2,0.2, [0.55681818 0.61742424 0.57633588 0.5648855  0.5648855 ],0.593607305936073,0.579908675799087,0.585844748858448,0.613749114103473,0.659056316590563,0.585235920852359,0.639676113360324,0.745283018867924,0.598305226248121,0.630522088353414,0.720183486238532,0.580546288573812,0.622555139409072,0.688132474701012,0.586586636262564
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdn,32,84,116, zones, low_bits_4_shifted_2, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.59756098 0.53278689 0.57786885 0.62704918 0.55327869],0.474201474201474,0.454545454545455,0.780943025540275,0.991816693944354,0.991816693944354,0.991816693944354,0.47029702970297,0.49738219895288,0.475542951328292,0.476415094339623,0.490291262135922,0.454100854948558,0.782439024390244,0.795634920634921,0.781085942807733
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svd,4,148,152,12, low_bits_4_shifted_2, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.72677596 0.71311475 0.72131148 0.7568306  0.72527473],0.791970802919708,0.788321167883212,0.756313131313131,0.751605995717345,0.768052516411379,0.74617067833698,0.806779661016949,0.832167832167832,0.790129717610634,0.786764705882353,0.816793893129771,0.789515827683767,0.762217659137577,0.781144781144781,0.756313131313131
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152,10, low_bits_6, svdn,1500,500,500,0.6,0.2,0.2, [0.46666667 0.48333333 0.52       0.46666667 0.48333333],0.534246575342466,0.472602739726027,0.515151515151515,0.425940752602082,0.354666666666667,0.522,0.433333333333333,0.378640776699029,0.525527284901239,0.40920716112532,0.344827586206897,0.480666220287914,0.424,0.356902356902357,0.515151515151515
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120,8, low_bits_4, svd,1074,358,358,0.6,0.2,0.2, [0.78240741 0.76851852 0.79439252 0.81308411 0.80841121],0.606145251396648,0.56145251396648,0.833519553072626,1,1,1,0.621983914209115,0.69047619047619,0.611027568922306,0.600508905852417,0.682080924855491,0.56536478675207,0.83804347826087,0.878132118451025,0.834351146944811
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120,6, low_bits_6, svdn,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.61235955 0.58426966 0.63068182 0.61931818 0.55681818],0.520408163265306,0.520408163265306,0.808423913043478,1,1,1,0.537704918032787,0.561643835616438,0.520686782673084,0.522033898305085,0.566176470588235,0.523594564408042,0.809973045822102,0.830110497237569,0.808771826158892
svm_model_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158,6, lab, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.56179775 0.54494382 0.55617978 0.56818182 0.47727273],0.484745762711864,0.508474576271186,0.540650406504065,0.584514721919302,0.604966139954853,0.569977426636569,0.482993197278912,0.50354609929078,0.485539283411624,0.527687296416938,0.54,0.507931034482759,0.553359683794466,0.572207084468665,0.540820523366408
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svd,26,87,113, zones, lab, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.9726776  0.96448087 0.94535519 0.9532967  0.94230769],0.850909090909091,0.894545454545455,0.960016835016835,0.98631636562671,0.986856516976999,0.98630887185104,0.83921568627451,0.792592592592593,0.849867724867725,0.892988929889299,0.864285714285714,0.89510582010582,0.959626009349766,0.9503367003367,0.960016835016835
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154,8, low_bits_4, svd,1062,354,354,0.6,0.2,0.2, [0.70093458 0.69811321 0.73113208 0.71226415 0.67924528],0.686440677966101,0.706214689265537,0.706214689265537,0.720439963336389,0.740112994350282,0.712806026365348,0.652037617554859,0.590909090909091,0.685903983656793,0.677018633540373,0.586021505376344,0.712653609831029,0.699769053117783,0.678611422172452,0.706466486456808
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154,8, low_bits_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.52083333 0.52083333 0.53333333 0.47916667 0.56722689],0.478696741854637,0.518796992481203,0.799599198396794,1,1,1,0.461139896373057,0.447236180904523,0.478618090452261,0.512690355329949,0.490291262135922,0.519757030031692,0.797775530839232,0.785856573705179,0.799682319110654
ensemble_model_N4_B148_E152_nb_zones_12_lab_svd,4,148,152,12, lab, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.88251366 0.86813187 0.8489011  0.8956044  0.88186813],0.848375451263538,0.859205776173285,0.897306397306397,0.914345769837099,0.954994511525796,0.910537870472009,0.840909090909091,0.828358208955224,0.847745538044046,0.86411149825784,0.867132867132867,0.858939567894792,0.900570497147514,0.93013468013468,0.897306397306397
svm_model_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108,12, low_bits_2, svdne,1824,608,608,0.6,0.2,0.2, [0.84153005 0.82786885 0.86263736 0.81318681 0.81868132],0.804347826086956,0.793478260869565,0.824915824915825,0.833242208857299,0.835526315789474,0.832785087719298,0.824675324675325,0.907142857142857,0.802836134453781,0.806779661016949,0.875,0.794642857142857,0.828947368421053,0.848484848484848,0.824915824915825
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.9137931  0.93103448 0.96551724 0.95977011 0.9244186 ],0.72318339100346,0.678200692041522,0.878976486860304,0.997695852534562,0.997695852534562,0.997695852534562,0.751552795031056,0.790849673202614,0.718954248366013,0.697068403908795,0.743055555555556,0.678424329501916,0.883099532398129,0.904240766073871,0.878693809610362
svm_model_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154,10, lab, svdne,1470,490,490,0.6,0.2,0.2, [0.86734694 0.8707483  0.82993197 0.87414966 0.87414966],0.856512141280353,0.82560706401766,0.869528619528619,0.89559748427673,0.968707482993197,0.887074829931973,0.850574712643678,0.852534562211981,0.856352026868703,0.838445807770961,0.86864406779661,0.823722955557291,0.876690533015115,0.927609427609428,0.86952861952862
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,1066,355,355,0.600225225225225,0.199887387387387,0.199887387387387, [0.53738318 0.50934579 0.62616822 0.58018868 0.54716981],0.532394366197183,0.512676056338028,0.790540540540541,0.968779564806055,0.960600375234522,0.969043151969981,0.587064676616915,0.621052631578947,0.525677830940989,0.533692722371968,0.565714285714286,0.513412698412698,0.79672131147541,0.811804008908686,0.790298359807418
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152,6, low_bits_2, svdn,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.54123711 0.52061856 0.52061856 0.4742268  0.546875  ],0.503105590062112,0.524844720496894,0.524193548387097,0.578849721706865,0.644628099173554,0.53099173553719,0.518072289156626,0.56578947368421,0.506424148606811,0.578512396694215,0.614035087719298,0.518938073660974,0.567399887196841,0.623296158612144,0.524070439554519
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116,10, low_bits_2, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.54391892 0.54391892 0.54054054 0.53716216 0.47619048],0.489977728285078,0.510022271714922,0.590909090909091,0.650167224080268,0.657645466847091,0.646143437077131,0.501089324618736,0.5,0.48972602739726,0.5,0.502283105022831,0.509837204685329,0.593984962406015,0.598484848484848,0.590909090909091
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152,8, low_bits_4, svd,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.66363636 0.64090909 0.70909091 0.69724771 0.71100917],0.679452054794521,0.736986301369863,0.816538882803943,0.892226148409894,0.921532846715328,0.888686131386861,0.648648648648649,0.58695652173913,0.680218592361278,0.717647058823529,0.705202312138728,0.735413656069364,0.814404432132964,0.812154696132597,0.816500800835028
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154,8, low_bits_5, svdn,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.504      0.5        0.536      0.47177419 0.47177419],0.525301204819277,0.489156626506024,0.573699421965318,0.672176308539945,0.78330658105939,0.617977528089888,0.59043659043659,0.699507389162562,0.528998977600149,0.558333333333333,0.680203045685279,0.498358403576585,0.633236634894322,0.746823069403715,0.576165570789227
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,1230,410,410,0.6,0.2,0.2, [0.60162602 0.59349593 0.57723577 0.57723577 0.54471545],0.529268292682927,0.526829268292683,0.780975609756098,0.949593495934959,0.949593495934959,0.94959349593496,0.573951434878587,0.646766169154229,0.53151705586898,0.587234042553191,0.679802955665025,0.528307274933962,0.791453785415699,0.836113837095191,0.78129649177747
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152,10, low_bits_5, svdn,1578,526,526,0.6,0.2,0.2, [0.51265823 0.54113924 0.50316456 0.5443038  0.50318471],0.543859649122807,0.523809523809524,0.553030303030303,0.54664914586071,0.527249683143219,0.562737642585551,0.542713567839196,0.509433962264151,0.546160831399455,0.447674418604651,0.411764705882353,0.517203107658158,0.530918727915194,0.505892255892256,0.553030303030303
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113,10, low_bits_4, svdne,1476,492,492,0.6,0.2,0.2, [0.72972973 0.77702703 0.81081081 0.7755102  0.79931973],0.597777777777778,0.624444444444444,0.768939393939394,0.865084745762712,0.86449864498645,0.865176151761517,0.622129436325679,0.671171171171171,0.598743480322428,0.661322645290581,0.723684210526316,0.623103366524419,0.776192417448023,0.801346801346801,0.768939393939394
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdn,40,80,120, zones, low_bits_4_shifted_2, svdn,828,276,276,0.6,0.2,0.2, [0.61445783 0.51204819 0.56626506 0.61445783 0.51219512],0.510869565217391,0.507246376811594,0.797826086956522,0.990338164251208,0.990338164251208,0.990338164251208,0.542372881355932,0.588235294117647,0.511974789915966,0.531034482758621,0.55,0.506617647058823,0.802547770700637,0.821739130434782,0.797826086956522
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,782,260,260,0.600614439324117,0.199692780337942,0.199692780337942, [0.60126582 0.58974359 0.57051282 0.57692308 0.66666667],0.519230769230769,0.523076923076923,0.804147465437788,0.99234693877551,0.994884910485933,0.9923273657289,0.521072796934866,0.53968253968254,0.51984126984127,0.553956834532374,0.587786259541985,0.522575300313628,0.807256235827664,0.824074074074074,0.804238871899422
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154,8, low_bits_6, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.48780488 0.51626016 0.5        0.51229508 0.44672131],0.522058823529412,0.497549019607843,0.80411361410382,1,1,1,0.511278195488722,0.512562814070352,0.521831646269626,0.475703324808184,0.447115384615385,0.498557692307692,0.801587301587301,0.792156862745098,0.804101914738498
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116,10, low_bits_3, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.65172414 0.65172414 0.57241379 0.64482759 0.54827586],0.572354211663067,0.57451403887689,0.800084175084175,0.944598337950139,0.940689655172414,0.944827586206897,0.589211618257261,0.604255319148936,0.571864501679731,0.581740976645435,0.600877192982456,0.574906681597611,0.801835627868168,0.808922558922559,0.800084175084175
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152,8, low_bits_3, svdn,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.45798319 0.49579832 0.51271186 0.47881356 0.45338983],0.479695431472081,0.515228426395939,0.509634888438134,0.612355736591989,0.761824324324324,0.517736486486487,0.594059405940594,0.738916256157635,0.471552368916514,0.612576064908722,0.790575916230366,0.523366775849173,0.60866046135168,0.762677484787018,0.509634888438134
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120,8, low_bits_3, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.87288136 0.84322034 0.88888889 0.79059829 0.85042735],0.79539641943734,0.769820971867008,0.861451942740286,0.914623837700761,0.921635434412266,0.91396933560477,0.815668202764977,0.819444444444444,0.792579365079365,0.761904761904762,0.813559322033898,0.773602090923491,0.864160401002506,0.879591836734694,0.861414770826363
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154,8, low_bits_4, svd,1084,361,361,0.600221483942414,0.199889258028793,0.199889258028793, [0.72477064 0.7293578  0.74537037 0.75       0.72222222],0.759002770083102,0.681440443213296,0.769102990033223,0.802207911683533,0.804428044280443,0.801660516605166,0.722044728434505,0.672619047619048,0.753407969405379,0.646153846153846,0.580110497237569,0.681721915285451,0.758260869565217,0.734006734006734,0.768642711265662
ensemble_model_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120,8, lab, svdn,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.7        0.7        0.72177419 0.70564516 0.73790323],0.695652173913043,0.678743961352657,0.837355212355212,0.93944099378882,0.972668810289389,0.937299035369775,0.731914893617021,0.830917874396135,0.695652173913044,0.726899383983573,0.855072463768116,0.678743961352657,0.84988864142539,0.920849420849421,0.837355212355212
ensemble_model_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158,6, lab, svdn,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.48989899 0.47474747 0.45959596 0.49494949 0.5255102 ],0.486322188449848,0.480243161094225,0.793438639125152,1,1,1,0.476780185758514,0.455621301775148,0.487185650887574,0.453674121405751,0.473333333333333,0.479683426443203,0.79064039408867,0.789667896678967,0.793393372108991
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svd,8,146,154,10, low_bits_4_shifted_2, svd,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.78571429 0.79642857 0.78928571 0.77142857 0.78214286],0.800429184549356,0.759656652360515,0.832761578044597,0.868139700641483,0.87,0.867857142857143,0.768079800498753,0.716279069767442,0.794394514963402,0.754385964912281,0.688,0.765296296296296,0.827433628318584,0.802575107296137,0.832735711317306
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.5203252  0.5        0.50813008 0.47540984 0.48360656],0.507352941176471,0.519607843137255,0.799216454456415,0.989370400654129,0.98694942903752,0.989396411092985,0.485933503836317,0.492227979274611,0.506579105916375,0.533333333333333,0.511415525114155,0.520258027107342,0.7984267453294,0.792195121951219,0.799244070316809
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113,12, low_bits_3, svd,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.76149425 0.75862069 0.83333333 0.73988439 0.76589595],0.771875,0.828125,0.861531986531987,0.888765910348644,0.925115207373272,0.884216589861751,0.804289544235925,0.961538461538462,0.776500938086304,0.84593837535014,0.920731707317073,0.825750469043152,0.870319274733938,0.929292929292929,0.861531986531987
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdn,26,87,113,10, low_bits_4_shifted_2, svdn,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.5        0.55194805 0.49350649 0.54220779 0.57142857],0.507177033492823,0.478468899521531,0.821548821548821,1,1,1,0.492610837438424,0.50251256281407,0.506964043964113,0.490654205607477,0.47945205479452,0.478419494733944,0.82139848357203,0.820707070707071,0.821548821548821
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113,10, low_bits_6, svdn,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.53289474 0.55592105 0.5397351  0.5794702  0.54635762],0.464037122969838,0.503480278422274,0.805976430976431,0.98931909212283,0.97886393659181,0.989431968295905,0.549707602339181,0.681159420289855,0.472276138716356,0.603703703703704,0.727678571428571,0.494274068322981,0.819286554292434,0.87962962962963,0.805976430976431
svm_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdne,32,84,116,8, low_bits_4_shifted_2, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.892     0.896     0.92      0.875     0.9233871],0.746987951807229,0.746987951807229,0.863198458574181,0.939837398373984,0.92776886035313,0.940609951845907,0.738154613466334,0.725490196078431,0.746631353963386,0.736842105263158,0.727722772277228,0.746490494119834,0.860098522167488,0.848396501457726,0.863071221120458
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108,12, low_bits_3, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.81388889 0.81111111 0.8        0.81284916 0.80167598],0.768965517241379,0.768965517241379,0.826178451178451,0.839562967222541,0.812917594654788,0.844654788418708,0.78594249201278,0.78343949044586,0.76765959484699,0.764912280701754,0.819548872180451,0.77283176093099,0.823277706461275,0.80976430976431,0.826178451178451
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152,6, low_bits_2, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.47590361 0.56024096 0.48780488 0.5304878  0.48780488],0.518248175182482,0.510948905109489,0.806122448979592,1,1,1,0.525179856115108,0.5703125,0.521457619863014,0.537931034482759,0.506493506493506,0.511580086580086,0.808908045977011,0.811239193083573,0.806062074417893
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,1152,384,384,0.6,0.2,0.2, [0.47413793 0.48695652 0.49130435 0.5173913  0.5173913 ],0.494791666666667,0.5,0.796875,0.996527777777778,0.996527777777778,0.996527777777778,0.481283422459893,0.471204188481675,0.494669451753791,0.52,0.547368421052632,0.500488334237656,0.797507788161994,0.802507836990596,0.796892547778787
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116,10, low_bits_4, svd,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.76774194 0.79032258 0.79677419 0.81935484 0.76774194],0.646489104116223,0.656174334140436,0.763888888888889,0.825112107623318,0.830967741935484,0.823870967741935,0.668181818181818,0.710144927536232,0.646334599690446,0.68018018018018,0.733009708737864,0.6563599268327,0.770552147239264,0.792929292929293,0.763888888888889
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120,6, low_bits_5, svdn,912,304,304,0.6,0.2,0.2, [0.63586957 0.69230769 0.67582418 0.64285714 0.65384615],0.55921052631579,0.588815789473684,0.628947368421053,0.738646101113967,0.945175438596491,0.665570175438597,0.65989847715736,0.89041095890411,0.571787757933067,0.697336561743341,0.888888888888889,0.567683881064163,0.714285714285714,0.922774869109947,0.627392725560265
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120,8, low_bits_4, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.75438596 0.74561404 0.79824561 0.76548673 0.74778761],0.695767195767196,0.656084656084656,0.829809725158562,0.932633420822397,0.938380281690141,0.932218309859155,0.714640198511166,0.695652173913043,0.695779303330791,0.663212435233161,0.666666666666667,0.655913978494624,0.833333333333333,0.832471561530507,0.829749294278767
ensemble_model_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154,10, lab, svdne,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.85815603 0.88652482 0.85460993 0.89007092 0.88214286],0.825159914712154,0.840085287846482,0.880647911338448,0.914523974982627,0.934659090909091,0.912642045454545,0.841085271317829,0.931330472103004,0.825834727576926,0.853228962818004,0.931623931623932,0.840280050918349,0.886455798864558,0.933390264730999,0.880737685556989
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,1146,382,382,0.6,0.2,0.2, [0.76086957 0.73043478 0.7826087  0.76754386 0.73684211],0.664921465968586,0.670157068062827,0.821989528795812,0.928213689482471,0.970331588132635,0.924956369982548,0.714285714285714,0.837696335078534,0.664921465968586,0.717488789237668,0.833333333333333,0.669298245614035,0.837476099426386,0.916317991631799,0.821890652000386
svm_model_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120,6, low_bits_6, svdne,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.96987952 0.95180723 0.93975904 0.98192771 0.94578313],0.829710144927536,0.768115942028985,0.91027496382055,0.984280532043531,0.980722891566265,0.98433734939759,0.846905537459283,0.928571428571429,0.828256302521008,0.796178343949045,0.919117647058824,0.770273109243697,0.914364640883978,0.958031837916064,0.91027496382055
svm_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdne,40,80,120,6, low_bits_4_shifted_2, svdne,918,306,306,0.6,0.2,0.2, [0.91304348 0.95652174 0.95108696 0.88043478 0.92857143],0.705882352941176,0.686274509803922,0.876470588235294,0.996728462377317,0.995642701525054,0.996732026143791,0.7,0.67741935483871,0.706259346293527,0.673469387755102,0.664429530201342,0.685717949814047,0.874917273328921,0.866317169069463,0.876444112566022
svm_model_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116,8, low_bits_6, svdne,1236,412,412,0.6,0.2,0.2, [0.94354839 0.94354839 0.93951613 0.89837398 0.93089431],0.735436893203883,0.696601941747573,0.877184466019417,0.984464431725266,0.97411003236246,0.98462783171521,0.72544080604534,0.791208791208791,0.741256569517439,0.734607218683652,0.742489270386266,0.689680389383077,0.879005260640842,0.889641819941917,0.87714807647534
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113,12, low_bits_2, svd,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.77428571 0.80172414 0.82471264 0.81896552 0.78448276],0.864353312302839,0.864353312302839,0.840909090909091,0.844515441959531,0.91044776119403,0.832376578645235,0.87463556851312,0.914634146341463,0.862545831340666,0.865203761755486,0.901960784313726,0.865614538498326,0.851181102362205,0.90993265993266,0.840909090909091
svm_model_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116,8, low_bits_5, svdne,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.88392857 0.81531532 0.83783784 0.87387387 0.84234234],0.697297297297297,0.697297297297297,0.856911447084233,0.962419798350138,0.944244604316547,0.963129496402878,0.724137931034483,0.80327868852459,0.698430788112562,0.730769230769231,0.791666666666667,0.693586142322097,0.861474124411918,0.885069817400644,0.856758578624318
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120,8, low_bits_2, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.57024793 0.55416667 0.46666667 0.55833333 0.58333333],0.5925,0.6075,0.84015984015984,1,1,1,0.583120204603581,0.578680203045685,0.592295766547473,0.608478802992519,0.595121951219512,0.607817385866166,0.839518555667001,0.834496510468594,0.84017117815722
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152,10, low_bits_6, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.47972973 0.54391892 0.46959459 0.46959459 0.50680272],0.527839643652561,0.489977728285078,0.814393939393939,1,1,1,0.506976744186046,0.50462962962963,0.526992926402798,0.50752688172043,0.506437768240343,0.489329995231283,0.814159292035398,0.813131313131313,0.814393939393939
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154,8, low_bits_5, svdn,1176,392,392,0.6,0.2,0.2, [0.55084746 0.51694915 0.45762712 0.5        0.48290598],0.50765306122449,0.494897959183674,0.800510204081633,1,1,1,0.516290726817043,0.539267015706806,0.508439478002657,0.530805687203791,0.546341463414634,0.492422068605713,0.804206309464196,0.816056910569106,0.800446488071438
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.75431034 0.75       0.76956522 0.75652174 0.76956522],0.6640625,0.6953125,0.824661810613944,0.919823788546256,0.904679376083189,0.921143847487002,0.663185378590078,0.693989071038251,0.665402495718131,0.711111111111111,0.753926701570681,0.695616200526273,0.824752990119605,0.833859095688749,0.82475653033665
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svd,4,148,152,12, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.76420455 0.76704545 0.76420455 0.75568182 0.75284091],0.724025974025974,0.720779220779221,0.849747474747475,0.895856662933931,0.909090909090909,0.894318181818182,0.741641337386018,0.792207792207792,0.724025974025974,0.737804878048781,0.785714285714286,0.720779220779221,0.853868194842407,0.877946127946128,0.849747474747475
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svd,4,148,152, zones, lab, svd,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.85277778 0.88826816 0.88826816 0.90782123 0.87988827],0.856164383561644,0.811643835616438,0.898569023569024,0.923485653560043,0.969866071428571,0.919642857142857,0.846715328467153,0.840579710144927,0.855354790137399,0.823151125401929,0.831168831168831,0.8105119518163,0.902310498581273,0.936868686868687,0.898569023569024
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.46808511 0.50537634 0.47311828 0.44086022 0.49462366],0.467741935483871,0.590322580645161,0.807345360824742,0.992481203007519,0.991416309012875,0.992489270386266,0.476190476190476,0.462962962962963,0.467967967967968,0.601880877742947,0.585365853658537,0.59062813230872,0.808945686900958,0.799242424242424,0.807515948963317
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113,10, low_bits_5, svdn,1464,488,488,0.6,0.2,0.2, [0.59183673 0.60884354 0.60958904 0.60958904 0.58561644],0.517543859649123,0.574561403508772,0.800084175084175,0.957668285912561,0.942622950819672,0.958333333333333,0.58955223880597,0.68695652173913,0.516044632550981,0.649819494584838,0.79646017699115,0.576490958060793,0.812327143421573,0.865319865319865,0.800084175084175
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svdn,16,142,158, zones, lab, svdn,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.484375   0.45789474 0.46315789 0.54736842 0.45263158],0.533123028391167,0.533123028391167,0.809583858764186,0.993697478991597,0.993697478991597,0.993697478991597,0.54320987654321,0.539877300613497,0.532925663293761,0.548780487804878,0.542168674698795,0.532673741322908,0.811720698254364,0.808695652173913,0.809597505984524
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152,8, low_bits_3, svdn,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.5045045  0.57727273 0.46818182 0.45454545 0.49090909],0.49591280653951,0.493188010899183,0.797930283224401,1,1,1,0.475920679886686,0.474576271186441,0.495182872435326,0.486187845303867,0.483516483516483,0.493109593109593,0.795817281232801,0.794505494505494,0.797900695416894
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.52845528 0.5        0.49593496 0.45901639 0.4795082 ],0.482843137254902,0.549019607843137,0.803623898139079,0.99510603588907,0.99510603588907,0.99510603588907,0.473815461346633,0.489690721649485,0.483163117834088,0.566037735849057,0.545454545454545,0.549323017408124,0.804485616772306,0.803310613437196,0.803625750068351
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdn,16,92,108,12, low_bits_4_shifted_2, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.51648352 0.50274725 0.46703297 0.51648352 0.47252747],0.52158273381295,0.5,0.885521885521885,1,1,1,0.530035335689046,0.517241379310345,0.521778584392014,0.47940074906367,0.481203007518797,0.499222193414571,0.885232067510549,0.882996632996633,0.885521885521885
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152,10, low_bits_5, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.54081633 0.48979592 0.47619048 0.5170068  0.46917808],0.526431718061674,0.462555066079295,0.806818181818182,1,1,1,0.510250569476082,0.513761467889908,0.525948530555124,0.469565217391304,0.457627118644068,0.462758513450474,0.806083650190114,0.803030303030303,0.806818181818182
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdne,32,84,116,8, low_bits_4_shifted_2, svdne,1082,360,360,0.600443951165372,0.199778024417314,0.199778024417314, [0.86697248 0.89351852 0.91203704 0.88888889 0.89814815],0.722222222222222,0.702777777777778,0.864039955604883,0.964352720450282,0.950092421441774,0.964879852125693,0.766355140186916,0.877005347593583,0.715959321195635,0.744630071599045,0.857142857142857,0.701043338683788,0.87192890747517,0.916483516483516,0.863510816537722
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120,6, low_bits_6, svdne,864,288,288,0.6,0.2,0.2, [0.95402299 0.95402299 0.97093023 0.93023256 0.95930233],0.621527777777778,0.677083333333333,0.859722222222222,1,1,1,0.658307210031348,0.801526717557252,0.636432148587543,0.73352435530086,0.888888888888889,0.677083333333333,0.868146214099217,0.94059405940594,0.861156511285508
svm_model_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154,8, low_bits_2, svdne,1146,382,382,0.6,0.2,0.2, [0.80434783 0.79130435 0.82173913 0.78947368 0.82894737],0.756544502617801,0.743455497382199,0.783769633507853,0.815,0.853403141361257,0.806282722513089,0.742382271468144,0.744444444444444,0.755885588558856,0.756218905472637,0.720379146919431,0.746154485740417,0.789607743250127,0.803941908713693,0.783577719684542
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,1200,400,400,0.6,0.2,0.2, [0.8375     0.7875     0.79166667 0.8375     0.82916667],0.795,0.765,0.851,0.899505766062603,0.91,0.898333333333333,0.802884615384615,0.835,0.795,0.786363636363636,0.782805429864253,0.762911094820395,0.856038647342995,0.867776689520078,0.850640132298344
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113,10, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.77272727 0.77622378 0.75874126 0.75174825 0.77622378],0.716701902748414,0.714587737843552,0.835016835016835,0.918704560475876,0.972027972027972,0.913986013986014,0.744274809160305,0.822784810126582,0.716477150826003,0.744801512287334,0.834745762711864,0.714841235786312,0.847233047544817,0.914983164983165,0.835016835016835
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svdn,32,84,116, zones, lab, svdn,1680,560,560,0.6,0.2,0.2, [0.67261905 0.6577381  0.66964286 0.68154762 0.66071429],0.655172413793103,0.686781609195402,0.824915824915825,0.893447293447294,0.933333333333333,0.888690476190476,0.672131147540984,0.694915254237288,0.654475170978293,0.70299727520436,0.754385964912281,0.687927445732977,0.832797427652733,0.872053872053872,0.824915824915825
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdne,40,80,120,6, low_bits_4_shifted_2, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.95       0.91111111 0.92777778 0.94382022 0.96067416],0.76510067114094,0.728187919463087,0.898123324396783,0.998882681564246,0.997767857142857,0.998883928571429,0.753521126760563,0.75886524822695,0.764782942584813,0.729096989966555,0.773049645390071,0.730473867281023,0.897158322056833,0.908219178082192,0.898335310825873
svm_model_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154,8, low_bits_3, svdne,1284,428,428,0.6,0.2,0.2, [0.75193798 0.78682171 0.7890625  0.78125    0.84765625],0.761682242990654,0.768691588785047,0.783177570093458,0.795965865011637,0.799065420560748,0.795171339563863,0.763888888888889,0.763888888888889,0.76166142557652,0.76144578313253,0.770731707317073,0.768773925407416,0.782771535580524,0.786453433678269,0.783198861685931
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svdn,16,92,108, zones, low_bits_4, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.50285714 0.52571429 0.53714286 0.52       0.54285714],0.543130990415335,0.511182108626198,0.868686868686869,0.990846681922197,0.989714285714286,0.990857142857143,0.543130990415335,0.555555555555556,0.543402777777778,0.520376175548589,0.51875,0.511008986928105,0.86890756302521,0.87037037037037,0.868686868686869
svm_model_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152,6, low_bits_2, svdne,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.87037037 0.82098765 0.87037037 0.8125     0.76875   ],0.75,0.779850746268657,0.807749627421759,0.838235294117647,0.84863523573201,0.836228287841191,0.761565836298932,0.737931034482759,0.751079338379591,0.770428015564202,0.779527559055118,0.779834701513374,0.809453471196455,0.811851851851852,0.807725026375701
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152,8, low_bits_4, svdn,1128,376,376,0.6,0.2,0.2, [0.50442478 0.49115044 0.49557522 0.45575221 0.45535714],0.523936170212766,0.502659574468085,0.580851063829787,0.621863799283154,0.615248226950355,0.625886524822695,0.525198938992042,0.523809523809524,0.523936847466259,0.454810495626822,0.433333333333333,0.499829931972789,0.570806100217865,0.561629153269025,0.580708980013604
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120,6, low_bits_5, svdn,972,324,324,0.6,0.2,0.2, [0.59693878 0.64948454 0.65463918 0.6185567  0.63402062],0.54320987654321,0.549382716049383,0.800617283950617,0.970558375634518,0.983539094650206,0.970164609053498,0.622448979591837,0.797385620915033,0.556587547299622,0.60752688172043,0.748344370860927,0.562033457106764,0.815323041738136,0.90253164556962,0.803073051700473
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svdn,16,92,108, zones, low_bits_6, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.52542373 0.50847458 0.5        0.53954802 0.49147727],0.444078947368421,0.486842105263158,0.854377104377104,0.98811544991511,0.987556561085973,0.988122171945701,0.456591639871383,0.461038961038961,0.443852813852814,0.486842105263158,0.493333333333333,0.486926406926407,0.854743912678421,0.856902356902357,0.854377104377104
ensemble_model_v2_N8_B146_E154_nb_zones_10_lab_svdne,8,146,154, zones, lab, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.89285714 0.86688312 0.87012987 0.88636364 0.85294118],0.863961813842482,0.84964200477327,0.896885521885522,0.922311995027968,0.964889466840052,0.918725617685305,0.868965517241379,0.891509433962264,0.863629113116398,0.853828306264501,0.888888888888889,0.850104821802935,0.901010101010101,0.938552188552189,0.896885521885522
svm_model_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158,6, lab, svdne,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.89893617 0.92553191 0.87234043 0.87765957 0.90860215],0.83974358974359,0.852564102564103,0.884763124199744,0.910828025477707,0.914712153518124,0.91044776119403,0.851190476190476,0.910828025477707,0.839284980480789,0.864705882352941,0.948387096774193,0.853174440106842,0.888751545117429,0.920614596670935,0.884763124199744
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108,12, low_bits_2, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.83967391 0.79076087 0.79076087 0.79619565 0.78415301],0.869888475836431,0.881040892193309,0.85479797979798,0.85414480587618,0.885745375408052,0.848748639825898,0.862745098039216,0.887096774193548,0.871134593993326,0.887323943661972,0.868965517241379,0.88206340378198,0.858895705521472,0.883838383838384,0.85479797979798
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svdn,40,80,120, zones, lab, svdn,1182,394,394,0.6,0.2,0.2, [0.68067227 0.66949153 0.67372881 0.68220339 0.66525424],0.67005076142132,0.708121827411167,0.828426395939086,0.922949461474731,0.942470389170897,0.921319796954315,0.6875,0.744791666666667,0.671900783828383,0.724220623501199,0.774358974358974,0.708787527380492,0.834313725490196,0.870143149284254,0.828720768190514
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108,12, low_bits_5, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.51923077 0.56318681 0.5521978  0.52747253 0.50274725],0.568345323741007,0.543165467625899,0.895622895622896,0.999450247388675,0.998901098901099,0.999450549450549,0.568345323741007,0.564285714285714,0.568374741200828,0.548042704626334,0.557971014492754,0.543271221532091,0.895710681244744,0.896464646464647,0.895622895622896
svm_model_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154,8, low_bits_6, svdne,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.86956522 0.83043478 0.84782609 0.83913043 0.83913043],0.772845953002611,0.7911227154047,0.826722338204593,0.86284289276808,0.902608695652174,0.856521739130435,0.759002770083102,0.691919191919192,0.775689325689326,0.781420765027322,0.76063829787234,0.79057555919258,0.827979274611399,0.831425598335068,0.82670756356544
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116,8, low_bits_6, svdne,1182,394,394,0.6,0.2,0.2, [0.96218487 0.93220339 0.9279661  0.91101695 0.94067797],0.814720812182741,0.779187817258883,0.911167512690355,0.987384356602187,0.993231810490694,0.987309644670051,0.802168021680217,0.778947368421053,0.813493292053663,0.777493606138108,0.734299516908213,0.781588261127903,0.910210364289379,0.897773279352227,0.911208431936806
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svd,8,146,154, zones, low_bits_4_shifted_2, svd,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.77672956 0.7672956  0.76415094 0.78301887 0.73101266],0.741116751269036,0.789340101522843,0.859427609427609,0.908756889161053,0.934508816120907,0.906171284634761,0.724324324324324,0.647342995169082,0.746131390632669,0.767507002801121,0.732620320855615,0.786600015500271,0.858474576271187,0.852693602693603,0.859427609427609
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.95454545 0.94318182 0.94252874 0.95977011 0.94252874],0.790378006872852,0.807560137457045,0.913461538461538,0.989690721649484,0.988558352402746,0.989702517162471,0.802588996763754,0.821192052980132,0.789167455061495,0.818181818181818,0.812903225806452,0.807186907020873,0.915436241610738,0.917900403768506,0.913368154198418
ensemble_model_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116,8, low_bits_5, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.85042735 0.82478632 0.87179487 0.8362069  0.86206897],0.680412371134021,0.724226804123711,0.870236869207003,0.981723237597911,0.967409948542024,0.981989708404803,0.721973094170404,0.865591397849462,0.687746193974236,0.766884531590414,0.884422110552764,0.71998883305416,0.877312560856865,0.930785123966942,0.870423362804826
ensemble_model_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152,6, low_bits_2, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.89010989 0.88333333 0.88888889 0.85555556 0.87777778],0.73,0.743333333333333,0.83422103861518,0.89922480620155,0.900221729490022,0.899113082039911,0.723549488054607,0.67948717948718,0.732104700854701,0.731707317073171,0.734265734265734,0.742929045476816,0.832097100472016,0.822666666666667,0.834205673758865
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154,8, low_bits_4, svdn,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.53181818 0.56363636 0.50458716 0.50458716 0.51376147],0.505494505494506,0.519230769230769,0.529088913282108,0.513068731848984,0.484460694698355,0.540219378427788,0.470588235294118,0.416666666666667,0.510658914728682,0.464831804281346,0.452380952380952,0.514455782312925,0.495294117647059,0.464167585446527,0.528805104198673
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,1242,414,414,0.6,0.2,0.2, [0.808      0.84677419 0.81854839 0.80241935 0.75806452],0.722222222222222,0.714975845410628,0.848309178743961,0.93535514764565,0.943639291465378,0.934782608695652,0.742729306487696,0.798076923076923,0.721853995519044,0.737777777777778,0.821782178217822,0.717494862693816,0.853953488372093,0.890397672162949,0.848471213367326
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,1200,400,400,0.6,0.2,0.2, [0.47916667 0.48333333 0.51666667 0.52083333 0.51666667],0.535,0.4875,0.7995,0.991652754590985,0.99,0.991666666666667,0.555023923444976,0.555023923444976,0.534056464340289,0.483627204030227,0.475247524752475,0.487623762376238,0.800794833581719,0.797230464886251,0.799525242554349
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_4_shifted_2_svdne,40,80,120, zones, low_bits_4_shifted_2, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.94021739 0.90217391 0.96153846 0.93956044 0.94505495],0.69078947368421,0.651315789473684,0.854796320630749,0.976795580110497,0.967177242888403,0.977024070021882,0.745945945945946,0.92,0.693766233766234,0.710382513661202,0.866666666666667,0.654112554112554,0.865326020719074,0.937912813738441,0.855230916673142
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.50862069 0.48706897 0.5        0.44347826 0.5173913 ],0.45974025974026,0.542857142857143,0.796988577362409,0.993960310612597,0.996539792387543,0.993944636678201,0.477386934673367,0.49738219895288,0.460031305662007,0.541666666666667,0.530612244897959,0.543083900226757,0.798557444616177,0.803108808290155,0.79697584014924
ensemble_model_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158,6, lab, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.87234043 0.82978723 0.84574468 0.84574468 0.83510638],0.862619808306709,0.846645367412141,0.906130268199234,0.941908713692946,0.965957446808511,0.940425531914893,0.854237288135593,0.818181818181818,0.861921097770155,0.856287425149701,0.807909604519774,0.852484214024593,0.907721280602636,0.902621722846442,0.906212822207535
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_4_shifted_2_svdne,32,84,116, zones, low_bits_4_shifted_2, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.87837838 0.90540541 0.90540541 0.91441441 0.92272727],0.742547425474255,0.775067750677507,0.885698808234019,0.969807868252516,0.956678700361011,0.970216606498195,0.76997578692494,0.841269841269841,0.740079365079365,0.794044665012407,0.804020100502513,0.772598285545374,0.889470927187009,0.901273885350318,0.885371455949496
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154,8, low_bits_3, svdne,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.77642276 0.78278689 0.79918033 0.79508197 0.83196721],0.778869778869779,0.761670761670761,0.835461689587426,0.874149659863945,0.841243862520458,0.878887070376432,0.764397905759162,0.760416666666667,0.777882751937984,0.774941995359629,0.784037558685446,0.760575480373651,0.831573655103067,0.813976377952756,0.835419561525398
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1434,478,478,0.6,0.2,0.2, [0.52430556 0.51041667 0.55944056 0.47202797 0.49300699],0.503184713375796,0.501061571125265,0.796296296296296,0.989517819706499,0.98744769874477,0.989539748953975,0.458333333333333,0.447963800904977,0.499981900452489,0.501061571125265,0.472,0.502968325791855,0.792630676949443,0.778619528619529,0.796296296296296
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_3_svdne,16,92,108, zones, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.80225989 0.80225989 0.79943503 0.78248588 0.78125   ],0.766447368421053,0.799342105263158,0.847222222222222,0.869565217391304,0.8710407239819,0.869343891402715,0.770226537216828,0.782894736842105,0.766447368421053,0.806349206349206,0.835526315789474,0.799342105263158,0.848434237995824,0.855218855218855,0.847222222222222
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116,10, low_bits_2, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.49013158 0.50986842 0.47368421 0.48684211 0.50657895],0.504672897196262,0.542056074766355,0.828282828282828,1,1,1,0.524663677130045,0.529411764705882,0.50383631713555,0.539906103286385,0.555555555555556,0.542483660130719,0.82943143812709,0.835016835016835,0.828282828282828
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154,8, low_bits_2, svdne,1230,410,410,0.6,0.2,0.2, [0.81300813 0.7804878  0.78455285 0.79674797 0.78455285],0.831707317073171,0.780487804878049,0.834634146341463,0.849498327759197,0.826016260162602,0.853658536585366,0.8287841191067,0.847715736040609,0.832308572245657,0.795454545454545,0.821596244131455,0.778818426634256,0.833742030407062,0.829268292682927,0.834634146341463
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152,8, low_bits_4, svdn,1074,358,358,0.6,0.2,0.2, [0.50462963 0.55092593 0.5        0.55607477 0.4953271 ],0.483240223463687,0.488826815642458,0.794413407821229,1,1,1,0.493150684931507,0.5,0.48314606741573,0.481586402266289,0.480225988700565,0.488731778880669,0.794642857142857,0.796420581655481,0.794415647970598
ensemble_model_v2_N4_B148_E152_nb_zones_6_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,762,254,254,0.6,0.2,0.2, [0.83116883 0.78289474 0.86842105 0.82236842 0.83552632],0.775590551181102,0.803149606299213,0.832283464566929,0.859416445623342,0.850393700787402,0.860892388451444,0.771084337349398,0.780487804878049,0.775740085645131,0.788135593220339,0.775,0.801679104477612,0.828087167070218,0.822115384615385,0.83211032388664
svm_model_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113,12, lab, svdn,1818,606,606,0.6,0.2,0.2, [0.63736264 0.67307692 0.65659341 0.64835165 0.63535912],0.612903225806452,0.602150537634409,0.63973063973064,0.690024330900243,0.77997799779978,0.64961496149615,0.678571428571429,0.780821917808219,0.604696673189824,0.640776699029126,0.744360902255639,0.608481820990833,0.682962962962963,0.776094276094276,0.63973063973064
svm_model_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116,10, lab, svdne,1336,445,445,0.600179694519317,0.199910152740341,0.199910152740341, [0.95522388 0.95149254 0.94029851 0.94360902 0.94360902],0.930337078651685,0.939325842696629,0.947888589398023,0.955993930197269,0.94311377245509,0.956586826347305,0.931263858093126,0.976744186046512,0.931850353892821,0.940659340659341,0.972727272727273,0.93969696969697,0.947841726618705,0.955575702629193,0.947957040985122
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdn,26,87,113, zones, low_bits_4_shifted_2, svdn,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.52112676 0.4929078  0.5035461  0.4787234  0.54964539],0.519148936170213,0.54468085106383,0.809948979591837,0.99502487562189,0.991501416430595,0.995042492917847,0.540650406504065,0.551867219917012,0.518291688561126,0.536796536796537,0.548672566371681,0.544828086464529,0.810673443456162,0.815856777493606,0.809964012156472
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.61931818 0.60227273 0.53977273 0.65340909 0.61363636],0.57679180887372,0.511945392491467,0.79331514324693,0.960088691796009,0.984090909090909,0.959090909090909,0.653631284916201,0.75,0.56478102189781,0.594900849858357,0.686274509803922,0.503851540616247,0.812151270923745,0.874499332443258,0.791503501647012
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154,8, low_bits_6, svdne,1182,394,394,0.6,0.2,0.2, [0.87394958 0.88983051 0.84745763 0.79661017 0.87711864],0.781725888324873,0.743654822335025,0.869035532994924,0.940386230058774,0.947546531302876,0.939932318104907,0.8,0.91005291005291,0.786733772099626,0.78372591006424,0.919597989949749,0.741850277026156,0.876436781609195,0.934627170582227,0.869432656935916
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,1506,502,502,0.6,0.2,0.2, [0.61258278 0.58940397 0.59271523 0.60333333 0.58666667],0.588505747126437,0.560919540229885,0.805976430976431,0.939615129396151,0.940239043824701,0.939575033200531,0.60485651214128,0.606194690265487,0.587786340348054,0.570786516853933,0.607655502392344,0.562677308718296,0.808316008316008,0.818181818181818,0.805976430976431
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116,10, low_bits_4, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.74183007 0.74183007 0.71895425 0.74183007 0.77302632],0.773584905660377,0.707547169811321,0.861531986531987,0.92871157619359,0.929319371727749,0.928664921465968,0.763546798029557,0.763546798029557,0.773176113946905,0.712962962962963,0.69683257918552,0.708022200922809,0.861005492184199,0.857744107744108,0.861531986531987
svm_model_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120,8, lab, svdne,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.93181818 0.94090909 0.95454545 0.95454545 0.92727273],0.904371584699454,0.907103825136612,0.930676855895197,0.945283018867925,0.910909090909091,0.947272727272727,0.896142433234421,0.857954545454545,0.902661483253588,0.894409937888199,0.842105263157895,0.903103913630229,0.926119837114602,0.887402452619844,0.929797482994414
ensemble_model_v2_N16_B142_E158_nb_zones_6_lab_svdne,16,142,158, zones, lab, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.87096774 0.90860215 0.90322581 0.89673913 0.91847826],0.805194805194805,0.837662337662338,0.898832684824903,0.951781970649895,0.980561555075594,0.950323974082073,0.822485207100592,0.879746835443038,0.803206751054852,0.842767295597484,0.87012987012987,0.837662337662338,0.903105590062112,0.938064516129032,0.898628085965429
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158,4, low_bits_3, svd,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.89552239 0.8880597  0.87878788 0.90151515 0.85606061],0.728506787330317,0.755656108597285,0.844484629294756,0.908805031446541,0.870481927710843,0.912650602409638,0.716981132075472,0.690909090909091,0.728337428337428,0.735294117647059,0.663716814159292,0.757784333005572,0.836501901140685,0.792792792792793,0.844672258465362
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.54       0.55       0.53333333 0.51342282 0.51342282],0.477272727272727,0.459090909090909,0.787037037037037,0.974530831099196,0.97192513368984,0.974598930481283,0.472477064220183,0.468181818181818,0.477272727272727,0.463963963963964,0.468181818181818,0.459090909090909,0.786677908937606,0.785353535353535,0.787037037037037
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,1446,482,482,0.6,0.2,0.2, [0.49310345 0.46206897 0.54137931 0.46180556 0.52083333],0.49247311827957,0.483870967741936,0.797558922558923,0.996544574982723,0.997233748271093,0.996542185338866,0.497872340425532,0.491596638655462,0.492494354570022,0.502074688796681,0.533039647577092,0.485007218746529,0.799499791579825,0.807239057239057,0.797558922558922
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,1230,410,410,0.6,0.2,0.2, [0.57723577 0.54878049 0.52845528 0.58943089 0.54878049],0.573170731707317,0.553658536585366,0.814146341463415,0.981255093724531,0.978861788617886,0.98130081300813,0.572127139364303,0.554502369668246,0.573733596894425,0.543640897755611,0.54228855721393,0.553440929324669,0.812960235640648,0.806231742940604,0.81416181477431
svm_model_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154,8, low_bits_5, svdne,1158,386,386,0.6,0.2,0.2, [0.82327586 0.84051724 0.77586207 0.81034483 0.83478261],0.717616580310881,0.735751295336788,0.813471502590673,0.875729774812343,0.906735751295337,0.8713298791019,0.750572082379863,0.83248730964467,0.715185453764134,0.755980861244019,0.854054054054054,0.740459862847923,0.824732229795521,0.881373569198751,0.813751800079252
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.75177305 0.8        0.76428571 0.76071429 0.73571429],0.700214132762313,0.708779443254818,0.832619863013699,0.92008339124392,0.944365192582026,0.917974322396576,0.735849056603773,0.847826086956522,0.702394056136489,0.756272401433692,0.879166666666667,0.703900513950073,0.845271072417887,0.912040990606319,0.832415345088567
svm_model_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152,8, low_bits_3, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.80088496 0.74778761 0.79646018 0.7699115  0.80088496],0.763297872340426,0.781914893617021,0.783209351753454,0.807160292921074,0.87787610619469,0.790265486725664,0.77120822622108,0.824175824175824,0.765180695593067,0.792929292929293,0.817708333333333,0.781136775362319,0.797418073485601,0.855165069222577,0.78336196197078
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113,12, low_bits_3, svd,1848,616,616,0.6,0.2,0.2, [0.80810811 0.8027027  0.81621622 0.81351351 0.79619565],0.814393939393939,0.757575757575758,0.830808080808081,0.848611838658984,0.876623376623376,0.843614718614719,0.819188191881919,0.8671875,0.815946691176471,0.779310344827586,0.830882352941176,0.755284926470588,0.837246963562753,0.87037037037037,0.830808080808081
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.96370968 0.91935484 0.94715447 0.94308943 0.95934959],0.778588807785888,0.761557177615572,0.901264591439689,0.988617886178862,0.985413290113452,0.988654781199351,0.780722891566265,0.822335025380711,0.780326391195028,0.776255707762557,0.80188679245283,0.760239878638475,0.902544407105137,0.916179337231969,0.90129355211113
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158,4, low_bits_3, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.8015873  0.77777778 0.8015873  0.86290323 0.7983871 ],0.740384615384615,0.721153846153846,0.881957773512476,0.982343499197432,0.977635782747604,0.982428115015974,0.745283018867924,0.822916666666667,0.746279761904762,0.752136752136752,0.807339449541284,0.716801037901955,0.884939195509822,0.913127413127413,0.882136225647676
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,1360,453,453,0.60017652250662,0.19991173874669,0.19991173874669, [0.54044118 0.53308824 0.55147059 0.54044118 0.50367647],0.518763796909492,0.545253863134658,0.789055604589585,0.960352422907489,0.961764705882353,0.960294117647059,0.569169960474308,0.618025751072961,0.515831057354662,0.574380165289256,0.634703196347032,0.548120828942747,0.796768707482993,0.82773851590106,0.789089716504322
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154,8, low_bits_4, svdn,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.48717949 0.50431034 0.51724138 0.43534483 0.53017241],0.503875968992248,0.529715762273902,0.806818181818182,1,1,1,0.48936170212766,0.481675392670157,0.503592798375895,0.510752688172043,0.502645502645503,0.529100529100529,0.804188481675393,0.799167533818939,0.806763254088956
ensemble_model_v2_N32_B84_E116_nb_zones_8_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.94117647 0.90756303 0.90756303 0.91176471 0.88655462],0.686868686868687,0.621212121212121,0.854187689202825,0.987234042553192,0.974789915966386,0.987394957983193,0.733905579399142,0.842364532019704,0.682840297097935,0.668141592920354,0.751243781094527,0.619211634137007,0.861920688007644,0.902902902902903,0.853791227646772
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdne,8,146,154,10, low_bits_4_shifted_2, svdne,1348,449,449,0.600178094390027,0.199910952804987,0.199910952804987, [0.75555556 0.8        0.75555556 0.77037037 0.77985075],0.770601336302895,0.755011135857461,0.777382012466607,0.772402854877082,0.722551928783383,0.787091988130564,0.776572668112798,0.813636363636364,0.77144700277888,0.780876494023904,0.827004219409283,0.750766260648038,0.775179856115108,0.762157382847038,0.777491247477331
svm_model_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120,6, low_bits_5, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.90340909 0.88636364 0.82183908 0.90229885 0.90229885],0.673539518900344,0.663230240549828,0.863324175824176,0.993103448275862,0.988558352402746,0.993135011441648,0.71976401179941,0.767295597484277,0.663950829045169,0.697530864197531,0.807142857142857,0.668472090823084,0.870189171559034,0.90625,0.862847222222222
svm_model_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108,12, low_bits_6, svdne,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.88690476 0.88095238 0.89880952 0.88392857 0.90419162],0.765042979942693,0.756446991404011,0.871632996632997,0.916565900846433,0.903456495828367,0.917759237187128,0.785340314136126,0.887573964497041,0.768786982248521,0.789081885856079,0.883333333333333,0.752317554240631,0.874948749487495,0.898148148148148,0.871632996632997
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.77542373 0.78813559 0.82627119 0.81355932 0.81355932],0.788804071246819,0.798982188295165,0.861648016276704,0.904679376083189,0.884745762711864,0.906779661016949,0.800959232613909,0.852040816326531,0.788964570599813,0.812351543942993,0.85929648241206,0.798204942236958,0.863453815261044,0.873096446700508,0.861624675949642
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120,8, low_bits_6, svd,1206,402,402,0.6,0.2,0.2, [0.95867769 0.9338843  0.95454545 0.93333333 0.95833333],0.738805970149254,0.706467661691542,0.883084577114428,0.989949748743718,0.980099502487562,0.990049751243781,0.77124183006536,0.885,0.739529702970297,0.744588744588745,0.873096446700508,0.709718955057571,0.888888888888889,0.94,0.883366336633663
svm_model_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152,10, low_bits_6, svdne,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.7781457  0.80333333 0.77       0.79       0.83      ],0.791762013729977,0.844393592677345,0.812710437710438,0.815245478036176,0.840213049267643,0.809587217043941,0.786885245901639,0.767123287671233,0.791818524569561,0.84037558685446,0.821100917431193,0.844340413053496,0.814660558100791,0.823232323232323,0.812710437710438
svm_model_N8_B146_E154_nb_zones_12_lab_svd,8,146,154,12, lab, svd,1722,574,574,0.6,0.2,0.2, [0.8583815  0.85174419 0.84883721 0.86046512 0.87209302],0.889908256880734,0.896024464831804,0.872474747474747,0.871483728626586,0.91753774680604,0.864692218350755,0.886075949367089,0.909090909090909,0.890961639516553,0.905027932960894,0.936416184971098,0.893532767810224,0.87816646562123,0.919191919191919,0.872474747474747
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113,12, low_bits_2, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.83149171 0.84166667 0.84444444 0.81944444 0.81666667],0.797909407665505,0.787456445993031,0.848063973063973,0.870310825294748,0.901220865704772,0.865704772475028,0.806666666666666,0.883211678832117,0.801605839416058,0.805111821086262,0.84,0.784963503649635,0.854376764824526,0.891414141414141,0.848063973063973
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.83070866 0.83333333 0.79761905 0.84920635 0.76984127],0.761904761904762,0.776190476190476,0.831588962892483,0.875195007800312,0.889064976228209,0.873217115689382,0.760765550239234,0.746478873239437,0.762128325508607,0.777251184834123,0.762790697674419,0.776517300056721,0.833176248821866,0.834749763928234,0.831564718972746
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8203125  0.859375   0.87301587 0.94444444 0.78571429],0.748815165876777,0.739336492890995,0.84469696969697,0.911671924290221,0.911671924290221,0.911671924290221,0.736318407960199,0.678899082568807,0.751214247166757,0.731707317073171,0.707547169811321,0.739487870619946,0.842307692307692,0.823308270676692,0.844860242208575
svm_model_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152,12, lab, svdn,1904,634,634,0.600252206809584,0.199873896595208,0.199873896595208, [0.53926702 0.51308901 0.51578947 0.54736842 0.54210526],0.559322033898305,0.48728813559322,0.534090909090909,0.576775431861804,0.631302521008403,0.536764705882353,0.590551181102362,0.625,0.558189655172414,0.506122448979592,0.53448275862069,0.488074712643678,0.571428571428571,0.621212121212121,0.534090909090909
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108,12, low_bits_4, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.71551724 0.74566474 0.76011561 0.73699422 0.68786127],0.763975155279503,0.739130434782609,0.745791245791246,0.754424778761062,0.787528868360277,0.74364896073903,0.76969696969697,0.79874213836478,0.764401744029016,0.754385964912281,0.791411042944785,0.738472817069877,0.756451612903226,0.78956228956229,0.745791245791246
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,1200,400,400,0.6,0.2,0.2, [0.7625     0.75416667 0.8        0.80416667 0.8125    ],0.8,0.8075,0.8425,0.870491803278689,0.885,0.868333333333333,0.782608695652174,0.73469387755102,0.798719487795118,0.794666666666667,0.737623762376238,0.808205820582058,0.839531329597555,0.82565130260521,0.842466369865479
svm_model_N16_B142_E158_nb_zones_8_lab_svd,16,142,158,8, lab, svd,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.89285714 0.88288288 0.9009009  0.9009009  0.89189189],0.845945945945946,0.851351351351351,0.881209503239741,0.904761904761905,0.922661870503597,0.902877697841727,0.860635696821516,0.907216494845361,0.842812792877226,0.860759493670886,0.934065934065934,0.852671264905307,0.886480908152735,0.921673819742489,0.880945605523418
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svd,40,80,120,8, low_bits_4_shifted_2, svd,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.92016807 0.93277311 0.88235294 0.93220339 0.90254237],0.721518987341772,0.744303797468354,0.886133603238866,0.988095238095238,0.979763912310287,0.988195615514334,0.760869565217391,0.883838383838384,0.721107009178075,0.777041942604857,0.875621890547264,0.741934656613838,0.892292963140259,0.939516129032258,0.885916601101495
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,1212,404,404,0.6,0.2,0.2, [0.47131148 0.45867769 0.49173554 0.45041322 0.52479339],0.452970297029703,0.51980198019802,0.786633663366337,0.986820428336079,0.988448844884488,0.986798679867987,0.451612903225807,0.461928934010152,0.453186689227298,0.517412935323383,0.497607655502392,0.520598699546068,0.78652798415057,0.784584980237154,0.786637728213815
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svd,4,148,152, zones, low_bits_4_shifted_2, svd,1800,600,600,0.6,0.2,0.2, [0.75       0.74444444 0.74444444 0.76111111 0.72222222],0.736111111111111,0.711805555555556,0.847222222222222,0.887912087912088,0.897777777777778,0.886666666666667,0.757961783439491,0.815068493150685,0.734999035307737,0.72053872053872,0.753521126760563,0.712377001736446,0.850678733031674,0.87037037037037,0.847222222222222
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120,10, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.82026144 0.81045752 0.83333333 0.83552632 0.8125    ],0.727058823529412,0.752941176470588,0.798821548821549,0.842234499693063,0.89908256880734,0.831585845347313,0.770750988142293,0.906976744186046,0.724916943521595,0.783505154639175,0.904761904761905,0.754706533776301,0.817557251908397,0.901515151515152,0.798821548821549
ensemble_model_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120,8, lab, svdne,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.97265625 0.984375   0.984375   0.984375   0.96484375],0.854460093896714,0.828638497652582,0.936679174484052,1,1,1,0.85024154589372,0.842105263157895,0.854232355081252,0.816120906801008,0.786407766990291,0.827294792586055,0.935437589670014,0.927014218009479,0.936580460908175
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120,8, low_bits_4, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.62608696 0.60964912 0.59210526 0.61403509 0.64473684],0.594736842105263,0.581578947368421,0.728706624605678,0.83668543845535,0.910683012259194,0.822241681260946,0.666666666666667,0.797927461139896,0.591477099553905,0.649006622516556,0.765625,0.579621010638298,0.760889712696941,0.858786610878661,0.72801909825117
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_2_svdne,16,92,108, zones, low_bits_2, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.79768786 0.78612717 0.80635838 0.78323699 0.77456647],0.848297213622291,0.848297213622291,0.863636363636364,0.872316384180791,0.892485549132948,0.869364161849711,0.837209302325581,0.79746835443038,0.847219025700038,0.843450479233227,0.8,0.849367088607595,0.864093959731544,0.867003367003367,0.863636363636364
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152,8, low_bits_2, svd,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.77155172 0.73275862 0.76724138 0.79130435 0.8826087 ],0.781818181818182,0.797402597402597,0.78816199376947,0.777173913043478,0.742214532871972,0.78719723183391,0.783505154639175,0.767676767676768,0.782234105763517,0.795811518324607,0.821621621621622,0.798310810810811,0.782283884738527,0.762747138397503,0.788109320494088
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154,8, low_bits_5, svdne,1272,424,424,0.6,0.2,0.2, [0.875      0.85433071 0.86220472 0.83464567 0.84251969],0.778301886792453,0.742924528301887,0.860849056603774,0.927444794952681,0.924528301886792,0.927672955974843,0.779342723004695,0.825870646766169,0.78064832786739,0.766595289079229,0.824884792626728,0.740944811772301,0.863489125404905,0.885199240986717,0.860986112050582
svm_model_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152,10, low_bits_5, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.78767123 0.80479452 0.81034483 0.86206897 0.80689655],0.65943600867679,0.715835140997831,0.775673400673401,0.827099505998589,0.8060522696011,0.831499312242091,0.677618069815195,0.6875,0.65822963800905,0.715835140997831,0.746606334841629,0.717053167420815,0.774630021141649,0.771043771043771,0.775673400673401
ensemble_model_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116,10, lab, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.97368421 0.98026316 0.95723684 0.96052632 0.93092105],0.86214953271028,0.885514018691589,0.938552188552189,0.97476759628154,0.96578947368421,0.975,0.866817155756208,0.893023255813954,0.862004585653456,0.889887640449438,0.929577464788732,0.885718964952506,0.939014202172097,0.946127946127946,0.938552188552189
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152,8, low_bits_3, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.7991453  0.73076923 0.78205128 0.77155172 0.76724138],0.798969072164948,0.752577319587629,0.824922760041195,0.86437908496732,0.9073756432247,0.857632933104631,0.805,0.865591397849462,0.80160758011285,0.769230769230769,0.869565217391304,0.758312020460358,0.833333333333333,0.891920251836306,0.826142127940398
ensemble_model_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120,6, low_bits_5, svdne,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.86708861 0.87974684 0.90384615 0.86538462 0.8974359 ],0.743295019157088,0.701149425287356,0.877488514548239,0.980793854033291,0.977040816326531,0.980867346938775,0.759856630824373,0.848,0.747529411764706,0.741721854304636,0.817518248175182,0.695049446668236,0.882525697503671,0.918960244648318,0.877424907600233
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158,4, low_bits_3, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.41803279 0.475      0.46666667 0.525      0.54166667],0.425,0.485,0.563872255489022,0.598165137614679,0.541528239202658,0.636212624584717,0.371584699453552,0.306306306306306,0.439670007085738,0.424581005586592,0.358490566037736,0.49307507025291,0.51819184123484,0.453667953667954,0.567743067743068
svm_model_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120,8, low_bits_2, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.83189655 0.84913793 0.85344828 0.84782609 0.8       ],0.802597402597402,0.812987012987013,0.83748701973001,0.859813084112149,0.875432525951557,0.857266435986159,0.812807881773399,0.911602209944751,0.808742281442964,0.842105263157895,0.945812807881773,0.805323986358469,0.846493379107405,0.897089397089397,0.837548847922292
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158,4, low_bits_2, svd,582,194,194,0.6,0.2,0.2, [0.74576271 0.76724138 0.77586207 0.70689655 0.69827586],0.685567010309278,0.737113402061856,0.798969072164948,0.855652173913043,0.845360824742268,0.857388316151203,0.579310344827586,0.446808510638298,0.678404255319149,0.687116564417178,0.577319587628866,0.737113402061856,0.77916194790487,0.713692946058091,0.798444833684783
svm_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdne,26,87,113,10, low_bits_4_shifted_2, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.84899329 0.84228188 0.85234899 0.87162162 0.875     ],0.793258426966292,0.77752808988764,0.845959595959596,0.881194840461643,0.873485868102288,0.882234185733513,0.778846153846154,0.72,0.794090909090909,0.759124087591241,0.709090909090909,0.776767676767677,0.840869565217391,0.813973063973064,0.845959595959596
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdn,16,92,108, zones, low_bits_4_shifted_2, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.50568182 0.53693182 0.50284091 0.5        0.50857143],0.5,0.47741935483871,0.863636363636364,0.996011396011396,0.995444191343963,0.996013667425968,0.474576271186441,0.463576158940397,0.499083676954475,0.490566037735849,0.490566037735849,0.477071098338123,0.863175675675676,0.86026936026936,0.863636363636364
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svd,32,84,116,10, low_bits_4_shifted_2, svd,1542,514,514,0.6,0.2,0.2, [0.93225806 0.92207792 0.91883117 0.93506494 0.94480519],0.693045563549161,0.695443645083933,0.874158249158249,0.971465629053177,0.971465629053177,0.971465629053177,0.719298245614035,0.784688995215311,0.692825266838425,0.725701943844492,0.807692307692308,0.695712182554288,0.878504672897196,0.90993265993266,0.874158249158249
ensemble_model_N16_B142_E158_nb_zones_8_lab_svd,16,142,158,8, lab, svd,1146,382,382,0.6,0.2,0.2, [0.89130435 0.8826087  0.90869565 0.88157895 0.90350877],0.824607329842932,0.848167539267016,0.904188481675393,0.951096121416526,0.984293193717278,0.949389179755672,0.844547563805104,0.866666666666667,0.819961240310077,0.851282051282051,0.89247311827957,0.849297783629581,0.90881913303438,0.941176470588235,0.903638182159155
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.47008547 0.48290598 0.4957265  0.48290598 0.48706897],0.426735218508997,0.57840616966581,0.798561151079137,0.995722840034217,0.996575342465753,0.995719178082192,0.454767726161369,0.46039603960396,0.425385185577381,0.59,0.587064676616915,0.578106806393564,0.801820020222447,0.803444782168186,0.798489857194625
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152,10, low_bits_6, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.84722222 0.80555556 0.81944444 0.81597222 0.83216783],0.786780383795309,0.780383795309168,0.863636363636364,0.915679442508711,0.913769123783032,0.915855354659249,0.794238683127572,0.800829875518672,0.786379850040038,0.776572668112798,0.785087719298246,0.780510664628376,0.863979848866499,0.866161616161616,0.863636363636364
svm_model_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113,10, low_bits_6, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.94407895 0.90460526 0.92434211 0.91390728 0.92715232],0.744186046511628,0.776744186046512,0.881734006734007,0.94949494949495,0.930079155672823,0.950527704485488,0.758771929824561,0.804651162790698,0.744186046511628,0.794871794871795,0.865116279069767,0.776744186046512,0.883354088833541,0.895622895622896,0.881734006734007
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158,4, low_bits_3, svdn,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.47692308 0.4        0.4453125  0.4375     0.4375    ],0.495327102803738,0.47196261682243,0.79384328358209,1,1,1,0.526315789473684,0.6,0.501754385964912,0.497777777777778,0.583333333333333,0.482344632768362,0.798541476754786,0.845559845559846,0.795523605090392
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158,4, low_bits_2, svd,678,226,226,0.6,0.2,0.2, [0.83823529 0.85294118 0.83088235 0.84558824 0.76865672],0.805309734513274,0.79646017699115,0.872566371681416,0.924157303370786,0.970501474926254,0.920353982300885,0.830769230769231,0.870967741935484,0.798228969006958,0.803418803418803,0.854545454545455,0.797962382445141,0.880597014925373,0.926701570680628,0.871788846381607
svm_model_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152,8, low_bits_4, svdne,1092,364,364,0.6,0.2,0.2, [0.69090909 0.69266055 0.68348624 0.70642202 0.71559633],0.662087912087912,0.653846153846154,0.686813186813187,0.757735849056604,0.919413919413919,0.706043956043956,0.74321503131524,0.912820512820513,0.642800788954635,0.728448275862069,0.933701657458564,0.655375418893216,0.748677248677249,0.920824295010846,0.683686089598964
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.79464286 0.80357143 0.75446429 0.84821429 0.81696429],0.806970509383378,0.774798927613941,0.881564844587353,0.941494149414942,0.933928571428571,0.941964285714286,0.804347826086957,0.808743169398907,0.807003163646822,0.766666666666667,0.779661016949153,0.775034590107229,0.879825992387167,0.879347826086956,0.881534378159757
svm_model_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116,10, low_bits_3, svdne,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.8081761  0.81329114 0.81012658 0.80379747 0.84493671],0.7455919395466,0.785894206549118,0.808501683501683,0.841297935103245,0.901390644753477,0.829962073324905,0.764568764568765,0.81592039800995,0.744694892882526,0.798099762470309,0.857142857142857,0.786780383795309,0.821218074656188,0.87962962962963,0.808501683501683
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdne,8,146,154,10, low_bits_4_shifted_2, svdne,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.75641026 0.75806452 0.77096774 0.78064516 0.77741935],0.684466019417476,0.711165048543689,0.82449494949495,0.892445582586428,0.89819587628866,0.891752577319588,0.693396226415094,0.696682464454976,0.684162127749876,0.706172839506173,0.711442786069652,0.71117163000165,0.825595984943538,0.830808080808081,0.82449494949495
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.80333333 0.79194631 0.81208054 0.81543624 0.77181208],0.642533936651584,0.660633484162896,0.830808080808081,0.938320209973753,0.958445040214477,0.936997319034853,0.665254237288136,0.733644859813084,0.645331201836367,0.7,0.767543859649123,0.65713641580587,0.838942307692308,0.881313131313131,0.830808080808081
ensemble_model_v2_N40_B80_E120_nb_zones_8_lab_svdne,40,80,120, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.95833333 0.97083333 0.9625     0.97478992 0.9789916 ],0.839195979899497,0.896984924623116,0.941265060240964,0.989864864864865,0.979933110367893,0.989966555183946,0.84688995215311,0.931578947368421,0.843193319838056,0.906605922551253,0.975490196078431,0.894961592884576,0.942675159235669,0.969758064516129,0.941379032258064
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120,8, low_bits_6, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.97826087 0.96052632 0.92982456 0.97807018 0.95614035],0.813157894736842,0.794736842105263,0.913249211356467,0.985840707964602,0.975481611208406,0.985989492119089,0.834498834498834,0.927461139896373,0.811324152835887,0.808823529411765,0.926966292134832,0.802592056958505,0.916115912557194,0.956475583864119,0.913654458598726
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154,10, low_bits_6, svd,1542,514,514,0.6,0.2,0.2, [0.82258065 0.82142857 0.85064935 0.84415584 0.84090909],0.752997601918465,0.774580335731415,0.842171717171717,0.883963494132986,0.879377431906615,0.884565499351491,0.746928746928747,0.808510638297872,0.757967109541949,0.799145299145299,0.816593886462882,0.769999070891015,0.844333748443337,0.856060606060606,0.842171717171717
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.7875     0.7625     0.825      0.81932773 0.81932773],0.736180904522613,0.771356783919598,0.833333333333333,0.881533101045296,0.846153846153846,0.88628762541806,0.738154613466334,0.762886597938144,0.736835455831817,0.773067331670823,0.778894472361809,0.771356783919598,0.82974358974359,0.816347124117053,0.833248487133452
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152,8, low_bits_2, svd,1230,410,410,0.6,0.2,0.2, [0.87398374 0.82926829 0.81707317 0.79268293 0.79268293],0.751219512195122,0.760975609756098,0.822439024390244,0.865793780687398,0.860162601626016,0.866666666666667,0.75242718446602,0.759803921568627,0.751261184085285,0.762135922330097,0.769607843137255,0.761017513801637,0.822091886608016,0.822091886608016,0.822438348367299
svm_model_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113,10, low_bits_5, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.84415584 0.87662338 0.85947712 0.84313725 0.86928105],0.667458432304038,0.691211401425178,0.851010101010101,0.943472409152086,0.913950456323338,0.945241199478488,0.715447154471545,0.888888888888889,0.679870453413054,0.74609375,0.856502242152466,0.680776373601486,0.857831325301205,0.898989898989899,0.851010101010101
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,692,230,230,0.600694444444444,0.199652777777778,0.199652777777778, [0.77142857 0.77536232 0.80434783 0.7826087  0.78985507],0.769565217391304,0.760869565217391,0.842881944444444,0.89311859443631,0.88150289017341,0.894508670520231,0.746411483253589,0.661016949152542,0.772472760290557,0.759825327510917,0.743589743589744,0.761175402768323,0.838537020517395,0.80895008605852,0.843179071050276
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.52380952 0.50793651 0.58730159 0.49193548 0.45967742],0.538461538461538,0.552884615384615,0.81190019193858,0.988835725677831,0.990415335463259,0.988817891373802,0.52,0.5,0.538461538461538,0.586666666666667,0.584070796460177,0.549930135072194,0.813688212927757,0.807547169811321,0.81197670990566
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116,10, low_bits_6, svd,1470,490,490,0.6,0.2,0.2, [0.95918367 0.91496599 0.95578231 0.95578231 0.92176871],0.673289183222958,0.662251655629139,0.864057239057239,0.98489010989011,0.975510204081633,0.985034013605442,0.717557251908397,0.803418803418803,0.668832689380635,0.701754385964912,0.821917808219178,0.667369160519845,0.870437224227838,0.913299663299663,0.864057239057239
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116,10, low_bits_5, svd,1416,472,472,0.6,0.2,0.2, [0.90140845 0.92253521 0.86971831 0.89361702 0.90070922],0.690677966101695,0.669491525423729,0.851271186440678,0.964824120603015,0.949152542372881,0.965395480225989,0.71259842519685,0.800884955752212,0.695157925030578,0.711111111111111,0.783673469387755,0.664964487997842,0.856206472757067,0.886344359626802,0.851300884301123
ensemble_model_v2_N40_B80_E120_nb_zones_6_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1086,362,362,0.6,0.2,0.2, [0.94495413 0.93577982 0.9266055  0.93518519 0.92592593],0.671270718232044,0.629834254143646,0.849723756906077,0.982358402971216,0.974217311233886,0.982504604051565,0.709046454767726,0.779569892473118,0.66819403714565,0.658163265306122,0.728813559322034,0.631974347228584,0.855165069222577,0.886313465783664,0.849683281564399
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svdn,16,92,108, zones, low_bits_5, svdn,1830,610,610,0.6,0.2,0.2, [0.50546448 0.48907104 0.47814208 0.49453552 0.52459016],0.501831501831502,0.505494505494506,0.881734006734007,0.994523548740416,0.992349726775956,0.994535519125683,0.488721804511278,0.467625899280576,0.502469666058198,0.478764478764479,0.462686567164179,0.504724578546118,0.880476393024245,0.871212121212121,0.881734006734007
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.55       0.53333333 0.53666667 0.51666667 0.49328859],0.4874715261959,0.519362186788155,0.808501683501683,0.987324883255504,0.987983978638184,0.987316421895861,0.49438202247191,0.509259259259259,0.487813486131872,0.527964205816555,0.52914798206278,0.51920362066102,0.809703053115851,0.814814814814815,0.808501683501684
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svd,40,80,120,8, low_bits_4_shifted_2, svd,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.92  0.924 0.916 0.928 0.908],0.778846153846154,0.759615384615385,0.892891450528338,0.975219824140687,0.976,0.9752,0.781990521327014,0.812807881773399,0.779643377506418,0.75609756097561,0.767326732673267,0.759831590635699,0.892942870859337,0.902912621359223,0.892996234633984
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152,10, low_bits_5, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.76298701 0.75163399 0.81045752 0.75163399 0.76797386],0.708530805687204,0.741706161137441,0.84006734006734,0.902759526938239,0.89686684073107,0.903394255874674,0.73661670235546,0.811320754716981,0.708041329739443,0.76355748373102,0.838095238095238,0.742160826594789,0.844897959183673,0.871212121212121,0.84006734006734
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154,10, low_bits_3, svd,1548,516,516,0.6,0.2,0.2, [0.7516129  0.8483871  0.80967742 0.78064516 0.76948052],0.763285024154589,0.739130434782609,0.797979797979798,0.832518337408313,0.87984496124031,0.822997416020672,0.783185840707965,0.850961538461538,0.762859410007468,0.763157894736842,0.844660194174757,0.739637789395071,0.811320754716981,0.868686868686869,0.797979797979798
svm_model_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158,4, low_bits_3, svdne,448,149,149,0.600536193029491,0.199731903485255,0.199731903485255, [0.72222222 0.66666667 0.67777778 0.68888889 0.68181818],0.751677852348993,0.711409395973154,0.757372654155496,0.79002079002079,0.848214285714286,0.774553571428571,0.778443113772455,0.955882352941176,0.768064633260712,0.729559748427673,0.865671641791045,0.725518747724791,0.775712515489467,0.871866295264624,0.761514542981149
ensemble_model_v2_N32_B84_E116_nb_zones_10_lab_svdne,32,84,116, zones, lab, svdne,1530,510,510,0.6,0.2,0.2, [0.92156863 0.94117647 0.95751634 0.9379085  0.95751634],0.879432624113475,0.879432624113475,0.94023569023569,0.973439575033201,0.958169934640523,0.973856209150327,0.877697841726619,0.905940594059406,0.880572106984454,0.88937093275488,0.927601809954751,0.877167241611039,0.940436241610738,0.943602693602693,0.94023569023569
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154,10, low_bits_2, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.7987013  0.79220779 0.83766234 0.83441558 0.81168831],0.744019138755981,0.720095693779904,0.794191919191919,0.824387011265739,0.807792207792208,0.827922077922078,0.689855072463768,0.597989949748744,0.737351139257934,0.696103896103896,0.611872146118721,0.725534063009109,0.781598928092898,0.736531986531986,0.794191919191919
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120,8, low_bits_2, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.856      0.84       0.852      0.84274194 0.85080645],0.771084337349398,0.785542168674699,0.851156069364162,0.899759422614274,0.900481540930979,0.899678972712681,0.793028322440087,0.838709677419355,0.767839687194526,0.795402298850575,0.878172588832487,0.790003725608904,0.855674918262494,0.883317261330762,0.851187023350655
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152,8, low_bits_4, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.76068376 0.78017241 0.74137931 0.77586207 0.80172414],0.617571059431525,0.651162790697674,0.786673553719008,0.889267461669506,0.898450946643718,0.888123924268502,0.644230769230769,0.697916666666667,0.618189102564102,0.656488549618321,0.686170212765957,0.652130332513632,0.791729702471003,0.816857440166493,0.786890258544785
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108,12, low_bits_6, svdne,1782,594,594,0.6,0.2,0.2, [0.86592179 0.88202247 0.87078652 0.86516854 0.88202247],0.882154882154882,0.898989898989899,0.941498316498316,0.95766590389016,0.939393939393939,0.958473625140292,0.887459807073955,0.8625,0.883804744525548,0.883720930232558,0.832116788321168,0.894183394160584,0.940008631851532,0.916666666666667,0.941498316498316
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158,4, low_bits_2, svdn,606,202,202,0.6,0.2,0.2, [0.53278689 0.40983607 0.5        0.525      0.5       ],0.51980198019802,0.50990099009901,0.688118811881188,0.803953871499176,0.805280528052805,0.803630363036304,0.419161676646707,0.416666666666667,0.504943502824859,0.512315270935961,0.472727272727273,0.513537549407115,0.677584442169908,0.665995975855131,0.687773816387604
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdne,4,148,152,12, low_bits_4_shifted_2, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.74581006 0.79608939 0.77932961 0.81460674 0.74719101],0.650847457627119,0.677966101694915,0.753787878787879,0.791599353796446,0.823068309070549,0.783314669652856,0.650847457627119,0.653061224489796,0.650854936569222,0.671280276816609,0.655405405405405,0.678042838757124,0.760344121261778,0.781144781144781,0.753787878787879
svm_model_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154,8, low_bits_4, svdne,1212,404,404,0.6,0.2,0.2, [0.72540984 0.73966942 0.71900826 0.79338843 0.7768595 ],0.70049504950495,0.698019801980198,0.774257425742574,0.820253164556962,0.801980198019802,0.824257425742574,0.713947990543735,0.747524752475248,0.700495049504951,0.708133971291866,0.758974358974359,0.700061342166605,0.77492596248766,0.782652043868395,0.774315205808337
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svd,16,142,158, zones, lab, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.87815126 0.89915966 0.86554622 0.86554622 0.85714286],0.835858585858586,0.896464646464647,0.903128153380424,0.928213689482471,0.934453781512605,0.927731092436975,0.844868735083532,0.912371134020618,0.837373685822191,0.901204819277108,0.935,0.896071428571429,0.905511811023622,0.930232558139535,0.903182744326565
ensemble_model_N8_B146_E154_nb_zones_12_lab_svd,8,146,154,12, lab, svd,1764,588,588,0.6,0.2,0.2, [0.84745763 0.8700565  0.83522727 0.85227273 0.84659091],0.924836601307189,0.950980392156863,0.89520202020202,0.885013623978202,0.920634920634921,0.880385487528345,0.928792569659443,0.980392156862745,0.924836601307189,0.952380952380952,0.980392156862745,0.950980392156863,0.899312575818843,0.936026936026936,0.89520202020202
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.79605263 0.78618421 0.78618421 0.76973684 0.78618421],0.775700934579439,0.789719626168224,0.851430976430976,0.888592394929953,0.876315789473684,0.890131578947368,0.765853658536585,0.765853658536585,0.775303510882643,0.792626728110599,0.771300448430493,0.790528272995735,0.849338454972258,0.837542087542088,0.851430976430976
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158,4, low_bits_3, svdne,576,192,192,0.6,0.2,0.2, [0.74137931 0.80172414 0.82758621 0.75438596 0.74561404],0.78125,0.807291666666667,0.816666666666667,0.835871404399323,0.857638888888889,0.831597222222222,0.75,0.707865168539326,0.776262681357042,0.793296089385475,0.747368421052632,0.806673901247965,0.812366737739872,0.807203389830508,0.816511530980828
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120,8, low_bits_4, svdn,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.60162602 0.61382114 0.64227642 0.61788618 0.6352459 ],0.56479217603912,0.574572127139364,0.77761485826002,0.916463909164639,0.920195439739413,0.916123778501629,0.624472573839662,0.729064039408867,0.565988330384045,0.641975308641975,0.75,0.571517412935323,0.792521659826721,0.84780487804878,0.777477365566995
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.75842697 0.77247191 0.73595506 0.78932584 0.74858757],0.759197324414716,0.769230769230769,0.817340067340067,0.838922484881803,0.858267716535433,0.835208098987626,0.779141104294479,0.830065359477124,0.75749843316322,0.778135048231511,0.828767123287671,0.770592711970633,0.82328990228013,0.851010101010101,0.817340067340067
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svd,26,87,113, zones, low_bits_3, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.84065934 0.78846154 0.8121547  0.8038674  0.78729282],0.786476868327402,0.793594306049822,0.858585858585859,0.88021978021978,0.883131201764057,0.879823594266814,0.781021897810219,0.75886524822695,0.786575481256332,0.8,0.828571428571429,0.79371833839919,0.859060402684564,0.861952861952862,0.858585858585859
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158,4, low_bits_2, svdn,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.5        0.45535714 0.58928571 0.5        0.44545455],0.502702702702703,0.556756756756757,0.812095032397408,1,1,1,0.530612244897959,0.504854368932039,0.502427184466019,0.568421052631579,0.534653465346535,0.558993399339934,0.815286624203822,0.796680497925311,0.81275466337707
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_shifted_2_svdne,8,146,154, zones, low_bits_4_shifted_2, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.79666667 0.8        0.76       0.77516779 0.77181208],0.743181818181818,0.779545454545454,0.856060606060606,0.911646586345382,0.910427807486631,0.911764705882353,0.734117647058823,0.690265486725664,0.744665453643206,0.772833723653396,0.771028037383178,0.779319328426102,0.854219948849105,0.843434343434343,0.856060606060606
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154,10, low_bits_5, svd,1470,490,490,0.6,0.2,0.2, [0.82653061 0.84353741 0.82312925 0.84693878 0.83333333],0.766004415011038,0.770419426048565,0.824915824915825,0.862299465240642,0.877551020408163,0.859863945578231,0.788,0.871681415929204,0.766237183735527,0.791164658634538,0.86784140969163,0.770203890686523,0.833199679230152,0.874579124579125,0.824915824915825
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdne,26,87,113,10, low_bits_4_shifted_2, svdne,1518,506,506,0.6,0.2,0.2, [0.91118421 0.89802632 0.90789474 0.89473684 0.93046358],0.731934731934732,0.699300699300699,0.876683501683502,0.966914247130317,0.9433465085639,0.96772068511199,0.764826175869121,0.834821428571429,0.72716681184669,0.710112359550562,0.770731707317073,0.702330139372822,0.878674948240166,0.893097643097643,0.876683501683502
ensemble_model_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152,12, lab, svdn,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.5        0.46542553 0.47606383 0.51329787 0.48404255],0.5,0.556451612903226,0.901515151515152,1,1,1,0.474576271186441,0.474576271186441,0.498826597131682,0.573643410852713,0.569230769230769,0.555801825293351,0.901432181971356,0.900673400673401,0.901515151515151
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.71428571 0.7983871  0.81451613 0.7983871  0.80645161],0.806763285024155,0.801932367149758,0.863899613899614,0.900662251655629,0.87459807073955,0.903536977491962,0.823008849557522,0.885714285714286,0.805602240896359,0.807511737089202,0.86,0.803831775700935,0.864813039309684,0.874031007751938,0.863938580799046
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113,10, low_bits_6, svdne,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.87943262 0.91134752 0.93262411 0.925      0.95      ],0.805555555555556,0.824786324786325,0.914175918018787,0.979710144927536,0.961593172119488,0.980085348506401,0.816901408450704,0.878787878787879,0.806482546988876,0.833333333333333,0.864978902953586,0.824264343251685,0.915154073448712,0.925704526046114,0.914175918018787
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120,10, low_bits_3, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.78       0.73825503 0.81208054 0.77181208 0.79194631],0.830316742081448,0.830316742081448,0.852272727272727,0.867501647989453,0.882037533512064,0.865281501340482,0.822695035460993,0.783783783783784,0.830528255528255,0.82837528604119,0.822727272727273,0.830282555282555,0.852334875893984,0.852693602693603,0.852272727272727
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svd,26,87,113, zones, low_bits_2, svd,1794,598,598,0.6,0.2,0.2, [0.80555556 0.82222222 0.84916201 0.84078212 0.81564246],0.797250859106529,0.793814432989691,0.853114478114478,0.877398720682303,0.917502787068004,0.871794871794872,0.813880126182965,0.908450704225352,0.799862936005293,0.820359281437126,0.919463087248322,0.790717459117119,0.861891571032845,0.916666666666667,0.853114478114478
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,1188,396,396,0.6,0.2,0.2, [0.9789916  0.96218487 0.95378151 0.9789916  0.96610169],0.742424242424242,0.787878787878788,0.905555555555556,0.999158957106812,1,0.999158249158249,0.743718592964824,0.74,0.742448979591837,0.785714285714286,0.806282722513089,0.788507214915081,0.905507832238504,0.909644670050761,0.905576103869602
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108,12, low_bits_4, svdne,1896,632,632,0.6,0.2,0.2, [0.8        0.78157895 0.80263158 0.73809524 0.77248677],0.670833333333333,0.658333333333333,0.838804713804714,0.885330578512397,0.904008438818565,0.882911392405063,0.720848056537102,0.829268292682927,0.666770898478216,0.684615384615385,0.760683760683761,0.660829685219929,0.845502218636547,0.882154882154882,0.838804713804714
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,1080,360,360,0.6,0.2,0.2, [0.76388889 0.70833333 0.77777778 0.78703704 0.72685185],0.627777777777778,0.605555555555555,0.778333333333333,0.891820580474934,0.938888888888889,0.886111111111111,0.682464454976303,0.8,0.627777777777778,0.651960784313725,0.76,0.60972972972973,0.797153024911032,0.875977653631285,0.778872804716195
ensemble_model_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113,12, lab, svdn,1874,624,624,0.600256245996156,0.199871877001922,0.199871877001922, [0.61702128 0.63829787 0.68181818 0.65775401 0.64438503],0.641434262948207,0.657370517928287,0.83543771043771,0.888773926539058,0.91675560298826,0.885272145144077,0.685314685314685,0.73134328358209,0.634902411021814,0.669230769230769,0.743589743589744,0.662839647914275,0.842275110931827,0.878787878787879,0.83543771043771
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.75423729 0.75423729 0.83474576 0.74152542 0.71794872],0.803571428571429,0.798469387755102,0.845056065239552,0.872413793103448,0.859083191850594,0.874363327674024,0.818823529411765,0.874371859296482,0.802470903741505,0.817551963048499,0.87192118226601,0.795748950921365,0.849355797819623,0.864783047426842,0.844852903734018
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.73239437 0.75352113 0.69148936 0.76950355 0.69503546],0.789808917197452,0.757961783439491,0.843378607809847,0.889830508474576,0.891089108910891,0.88967468175389,0.779510022271715,0.774336283185841,0.789208957919451,0.771084337349398,0.783673469387755,0.756880982481488,0.843842573000423,0.84634974533107,0.843378607809847
svm_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdne,16,92,108,12, low_bits_4_shifted_2, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.82777778 0.87150838 0.85195531 0.86312849 0.80726257],0.794520547945205,0.756849315068493,0.857744107744108,0.881916714204221,0.862723214285714,0.884486607142857,0.794520547945205,0.768211920529801,0.795453477995397,0.749116607773852,0.75177304964539,0.75668122680945,0.854810996563574,0.837542087542088,0.857744107744108
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,564,188,188,0.6,0.2,0.2, [0.50877193 0.45614035 0.46428571 0.55357143 0.49107143],0.526595744680851,0.5,0.801063829787234,0.992932862190813,0.99645390070922,0.99290780141844,0.529100529100529,0.537634408602151,0.526711941143181,0.477777777777778,0.477777777777778,0.499092970521542,0.8,0.804301075268817,0.801097906055461
ensemble_model_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154,8, low_bits_4, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.80769231 0.74568966 0.75       0.78017241 0.77155172],0.710594315245478,0.731266149870801,0.817148760330579,0.886885245901639,0.931153184165232,0.881239242685026,0.714285714285714,0.773480662983425,0.714410234404334,0.753554502369668,0.779411764705882,0.728503696560591,0.825958702064897,0.869565217391304,0.817256835499776
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116,10, low_bits_3, svdne,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.80272109 0.78424658 0.80479452 0.81506849 0.80821918],0.859956236323851,0.844638949671772,0.844276094276094,0.848093083387201,0.897400820793433,0.839261285909713,0.842364532019704,0.788018433179724,0.856509216589862,0.847311827956989,0.820833333333333,0.845900537634408,0.846980976013234,0.861952861952862,0.844276094276094
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svd,32,84,116,10, low_bits_4_shifted_2, svd,1500,500,500,0.6,0.2,0.2, [0.93       0.89666667 0.90333333 0.91333333 0.91666667],0.776255707762557,0.751141552511416,0.896885521885522,0.974324324324324,0.961333333333333,0.974666666666667,0.795833333333333,0.819742489270386,0.773285878781534,0.755056179775281,0.819512195121951,0.755249659792735,0.898128898128898,0.909090909090909,0.896885521885522
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120,8, low_bits_5, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.91452991 0.94017094 0.94017094 0.92241379 0.93965517],0.680412371134021,0.711340206185567,0.876416065911431,0.996557659208261,0.993138936535163,0.996569468267581,0.719457013574661,0.787128712871287,0.675822420951772,0.735849056603773,0.861878453038674,0.720794298983105,0.881656804733728,0.925465838509317,0.876667345484166
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154,10, low_bits_6, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.83774834 0.83443709 0.86666667 0.76       0.8       ],0.864678899082569,0.830275229357798,0.885521885521885,0.907518296739854,0.906914893617021,0.907579787234042,0.87089715536105,0.896396396396396,0.864086048665488,0.834080717488789,0.869158878504673,0.830975835648733,0.886949293433084,0.898148148148148,0.885521885521885
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svd,40,80,120, zones, low_bits_4_shifted_2, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.92173913 0.91304348 0.90869565 0.9173913  0.9173913 ],0.712793733681462,0.74934725848564,0.875782881002088,0.971830985915493,0.96,0.972173913043478,0.734299516908212,0.826086956521739,0.717063578763382,0.773584905660377,0.82,0.746065573770492,0.879432624113475,0.905109489051095,0.875752236688557
svm_model_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116,10, low_bits_2, svdne,1358,452,452,0.600353669319186,0.199823165340407,0.199823165340407, [0.84558824 0.86764706 0.8125     0.80514706 0.8       ],0.816371681415929,0.803097345132743,0.822723253757737,0.841522491349481,0.895434462444772,0.831369661266568,0.836935166994106,0.91025641025641,0.81292637026582,0.82020202020202,0.910313901345291,0.804501928838585,0.836259697835851,0.901408450704225,0.822373852350336
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158,6, low_bits_3, svd,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.88172043 0.89247312 0.84946237 0.85483871 0.83152174],0.763754045307443,0.728155339805825,0.823415265200517,0.879166666666666,0.90948275862069,0.875,0.793201133144476,0.875,0.759647651006711,0.78125,0.914634146341463,0.715937762825904,0.839127872716558,0.903553299492386,0.821829420194742
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.8362069  0.87068966 0.84913793 0.83478261 0.83913043],0.815584415584416,0.81038961038961,0.870716510903427,0.911392405063291,0.934256055363322,0.90916955017301,0.838268792710706,0.948453608247423,0.814540940249366,0.835955056179775,0.958762886597938,0.809224375236142,0.879652005799903,0.942028985507246,0.87049365942029
svm_model_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158,4, low_bits_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.75       0.76612903 0.75409836 0.71311475 0.7704918 ],0.705882352941176,0.764705882352941,0.770058708414873,0.803100775193798,0.843648208469055,0.793159609120521,0.705882352941176,0.712871287128713,0.705950206671152,0.764705882352941,0.75,0.765,0.776828110161443,0.798828125,0.770002297794118
ensemble_model_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113,10, low_bits_5, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.84768212 0.85430464 0.86754967 0.83112583 0.85333333],0.624423963133641,0.65668202764977,0.847643097643097,0.966931216931217,0.969496021220159,0.96684350132626,0.656842105263158,0.693333333333333,0.621786283891547,0.669623059866962,0.722488038277512,0.659021796916534,0.851517637407711,0.873737373737374,0.847643097643097
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154,10, low_bits_3, svd,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.82042254 0.77464789 0.8028169  0.77112676 0.77659574],0.752118644067797,0.790254237288136,0.860711261642676,0.921582234559334,0.936530324400564,0.92031029619182,0.73589164785553,0.679166666666667,0.753376436781609,0.774487471526196,0.720338983050847,0.790254237288136,0.858372793801119,0.841350210970464,0.860777059605878
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116,10, low_bits_6, svd,1458,486,486,0.6,0.2,0.2, [0.97260274 0.95205479 0.94863014 0.95547945 0.94482759],0.769063180827887,0.801742919389978,0.917087542087542,1,1,1,0.792156862745098,0.914027149321267,0.774240465416936,0.827977315689981,0.920168067226891,0.797188106011635,0.92110532639167,0.968013468013468,0.917087542087542
svm_model_N40_B80_E120_nb_zones_10_lab_svd,40,80,120,10, lab, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.9379085  0.96052632 0.95394737 0.9375     0.94736842],0.861826697892272,0.878220140515222,0.941498316498316,0.981258366800536,0.963206307490145,0.981603153745072,0.873118279569892,0.957547169811321,0.862494515138219,0.887445887445887,0.953488372093023,0.877687582272927,0.942585708384965,0.96043771043771,0.941498316498316
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154,10, low_bits_2, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.75524476 0.78671329 0.77272727 0.79929577 0.80633803],0.806315789473684,0.785263157894737,0.836279461279461,0.864864864864865,0.875175315568022,0.863253856942496,0.800865800865801,0.797413793103448,0.806114303959131,0.794354838709677,0.810699588477366,0.784660139066269,0.837984173261141,0.846801346801347,0.836279461279461
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158,4, low_bits_2, svdne,498,166,166,0.6,0.2,0.2, [0.83       0.83       0.77       0.83       0.85714286],0.765060240963855,0.819277108433735,0.846987951807229,0.890151515151515,0.943775100401606,0.883534136546185,0.719424460431654,0.72463768115942,0.759226057074556,0.825581395348837,0.788888888888889,0.822076023391813,0.848629320619786,0.872549019607843,0.847411950562215
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdne,4,148,152,12, low_bits_4_shifted_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.76966292 0.81638418 0.78813559 0.76836158 0.77118644],0.589403973509934,0.605960264900662,0.828282828282828,0.910569105691057,0.948081264108352,0.906884875846501,0.63953488372093,0.733333333333333,0.590350877192982,0.67574931880109,0.81578947368421,0.604561403508772,0.84037558685446,0.904040404040404,0.828282828282828
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152,10, low_bits_3, svd,1618,539,539,0.600148367952522,0.199925816023739,0.199925816023739, [0.82716049 0.80864198 0.82716049 0.83641975 0.83229814],0.715039577836412,0.744063324538259,0.794612794612795,0.830640335128665,0.857849196538937,0.825092707045735,0.742857142857143,0.866666666666667,0.722278056951424,0.778032036613272,0.85427135678392,0.738246789503071,0.806962025316455,0.858585858585859,0.794612794612795
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116,10, low_bits_5, svd,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.84827586 0.85517241 0.88541667 0.87152778 0.86458333],0.678111587982833,0.682403433476395,0.863215488215488,0.980972515856237,0.96398891966759,0.981301939058172,0.70703125,0.757322175732218,0.676017916059941,0.7109375,0.801762114537445,0.685399885720605,0.866966844044208,0.891414141414141,0.863215488215488
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116,10, low_bits_4, svdn,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.55319149 0.56785714 0.56785714 0.54642857 0.55      ],0.56745182012848,0.616702355460385,0.573202054794521,0.676470588235294,0.918687589158345,0.560627674750357,0.681388012618296,0.947368421052632,0.576194670777362,0.721617418351477,0.962655601659751,0.60522160613961,0.686576548255266,0.933333333333333,0.572584333905089
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svd,8,146,154, zones, lab, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.87430168 0.88268156 0.85195531 0.90168539 0.88764045],0.830508474576271,0.83728813559322,0.902356902356902,0.928418803418803,0.973124300111982,0.924972004479283,0.807692307692308,0.766423357664234,0.826249653515661,0.844155844155844,0.822784810126582,0.838399704333364,0.904918032786885,0.929292929292929,0.902356902356902
svm_model_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158,8, lab, svdn,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.52542373 0.48728814 0.47033898 0.49152542 0.47457627],0.488549618320611,0.544529262086514,0.745167853509664,0.89789029535865,0.901694915254237,0.897457627118644,0.475195822454308,0.464285714285714,0.488488034807832,0.527704485488127,0.531914893617021,0.544006227296316,0.742681047765793,0.742299794661191,0.745141832814467
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158,6, low_bits_3, svd,786,262,262,0.6,0.2,0.2, [0.76582278 0.70886076 0.77848101 0.73076923 0.76282051],0.812977099236641,0.774809160305344,0.826717557251908,0.853628536285363,0.88295165394402,0.848600508905852,0.8,0.715328467153285,0.817664233576642,0.772200772200772,0.75187969924812,0.77516465582561,0.827638572513288,0.822021116138763,0.826775627621159
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.78787879 0.86363636 0.83333333 0.82575758 0.79230769],0.73972602739726,0.789954337899543,0.874087591240876,0.947526236881559,0.96048632218845,0.946808510638298,0.772908366533864,0.850877192982456,0.734962406015038,0.816,0.894736842105263,0.78546365914787,0.881849315068493,0.9245960502693,0.873244221795132
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.62931034 0.62068966 0.60869565 0.65652174 0.59130435],0.536458333333333,0.544270833333333,0.775234131113423,0.932305055698372,0.942807625649913,0.931542461005199,0.595454545454545,0.671794871794872,0.534310134310134,0.576271186440678,0.616580310880829,0.543892249681252,0.786138613861386,0.82279792746114,0.775035327366934
ensemble_model_v2_N8_B146_E154_nb_zones_8_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,1182,394,394,0.6,0.2,0.2, [0.74369748 0.70762712 0.72881356 0.69067797 0.74152542],0.657360406091371,0.692893401015228,0.793908629441624,0.874581939799331,0.884940778341793,0.873096446700508,0.643799472295514,0.613065326633166,0.657814714598634,0.688946015424164,0.666666666666667,0.693436960276338,0.793279022403259,0.786074672048436,0.793956641437905
svm_model_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108,12, low_bits_5, svdne,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.82887701 0.75935829 0.77956989 0.74462366 0.77419355],0.73046875,0.76171875,0.848063973063973,0.874660879001628,0.86480686695279,0.87607296137339,0.747252747252747,0.772727272727273,0.729105571847507,0.758893280632411,0.774193548387097,0.762096774193548,0.847615027437737,0.845117845117845,0.848063973063973
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152,8, low_bits_2, svdn,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.52755906 0.51587302 0.51984127 0.51190476 0.49603175],0.502380952380952,0.533333333333333,0.511893434823977,0.595966167859466,0.725832012678288,0.507923930269414,0.586138613861386,0.69811320754717,0.500498911465893,0.614173228346457,0.742857142857143,0.533333333333333,0.597647058823529,0.723646723646724,0.51148971072708
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154,10, low_bits_5, svd,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.82389937 0.80503145 0.80503145 0.79245283 0.7721519 ],0.791878172588832,0.822335025380711,0.859848484848485,0.88284789644013,0.858942065491184,0.886020151133501,0.797029702970297,0.83419689119171,0.792720336143118,0.829268292682927,0.845771144278607,0.821849302709252,0.858838490885968,0.852693602693603,0.859848484848485
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_6_svdne,16,92,108, zones, low_bits_6, svdne,1872,624,624,0.6,0.2,0.2, [0.89095745 0.89572193 0.88235294 0.89037433 0.86363636],0.817460317460317,0.892857142857143,0.938552188552189,0.960174577195854,0.94017094017094,0.961004273504273,0.825757575757576,0.813432835820895,0.81773336706299,0.887966804979253,0.906779661016949,0.893688337971161,0.937553464499572,0.922558922558923,0.938552188552189
svm_model_N32_B84_E116_nb_zones_12_lab_svd,32,84,116,12, lab, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.94476744 0.96783626 0.91520468 0.92105263 0.92105263],0.951807228915663,0.960843373493976,0.9503367003367,0.947055324211779,0.929906542056075,0.948014018691589,0.947368421052632,0.935064935064935,0.950678534948198,0.963380281690141,0.960674157303371,0.960856559171166,0.949572649572649,0.935185185185185,0.9503367003367
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_4_shifted_2_svdne,26,87,113, zones, low_bits_4_shifted_2, svdne,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.87333333 0.91946309 0.88590604 0.86912752 0.90268456],0.82579185520362,0.807692307692308,0.91540404040404,0.973772696704775,0.970509383378016,0.973860589812332,0.814457831325301,0.793427230046948,0.824661213276749,0.808126410835214,0.781659388646288,0.808670069909999,0.914285714285714,0.902356902356902,0.91540404040404
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svd,8,146,154,12, low_bits_4_shifted_2, svd,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.82647059 0.81176471 0.78529412 0.79585799 0.79881657],0.682352941176471,0.679411764705882,0.775252525252525,0.806589383770592,0.779481132075472,0.813089622641509,0.664596273291926,0.604519774011299,0.685695469827735,0.653968253968254,0.631901840490798,0.677532841149354,0.765377855887522,0.733164983164983,0.775252525252525
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.92038217 0.89490446 0.89808917 0.92356688 0.91719745],0.769230769230769,0.761786600496278,0.896043771043771,0.962337662337662,0.943949044585987,0.963057324840764,0.80503144654088,0.880733944954129,0.759285891395983,0.771428571428571,0.875675675675676,0.770406645177287,0.898645876077144,0.921717171717172,0.896043771043771
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152,10, low_bits_4, svd,1536,512,512,0.6,0.2,0.2, [0.73376623 0.78896104 0.74675325 0.72222222 0.73856209],0.7,0.669047619047619,0.729377104377104,0.780232558139535,0.873697916666667,0.75390625,0.74390243902439,0.884057971014493,0.702592365788936,0.730097087378641,0.882629107981221,0.66595223515003,0.764209754308764,0.877104377104377,0.729377104377104
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.8        0.83157895 0.76595745 0.84574468 0.80851064],0.764331210191083,0.796178343949045,0.853053435114504,0.904615384615385,0.934322033898305,0.901483050847458,0.754966887417219,0.721518987341772,0.76460564751704,0.776223776223776,0.70253164556962,0.796778643297631,0.852207293666027,0.845177664974619,0.853073526364861
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158,4, low_bits_6, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.76315789 0.80701754 0.83333333 0.78571429 0.83035714],0.861702127659574,0.819148936170213,0.835456475583864,0.82695810564663,0.802120141342756,0.832155477031802,0.882882882882883,0.942307692307692,0.852106227106227,0.831683168316832,0.884210526315789,0.8184493491794,0.840698869475848,0.848547717842324,0.835143424138553
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158,6, low_bits_2, svd,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.66091954 0.7183908  0.74137931 0.75581395 0.72093023],0.791666666666667,0.763888888888889,0.767683772538141,0.774755168661589,0.822170900692841,0.760969976905312,0.795918367346939,0.886363636363636,0.798951048951049,0.786163522012579,0.868055555555556,0.763888888888889,0.781188765512737,0.843441466854725,0.768924007642915
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,1446,482,482,0.6,0.2,0.2, [0.87931034 0.80344828 0.82758621 0.8125     0.85763889],0.778494623655914,0.787096774193548,0.857744107744108,0.903954802259887,0.885200553250346,0.905947441217151,0.784968684759916,0.817391304347826,0.77890841813136,0.79837067209776,0.834042553191489,0.786586493987049,0.858340318524728,0.861952861952862,0.857744107744108
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120,8, low_bits_6, svdn,1206,402,402,0.6,0.2,0.2, [0.59090909 0.59090909 0.5661157  0.55416667 0.59583333],0.552238805970149,0.584577114427861,0.770646766169154,0.907467532467532,0.927031509121061,0.90547263681592,0.581395348837209,0.595238095238095,0.550223214285714,0.581453634085213,0.597938144329897,0.585026764472641,0.776322173702086,0.794438927507448,0.770599324172468
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120,8, low_bits_5, svd,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.86693548 0.86585366 0.86178862 0.8699187  0.86585366],0.748780487804878,0.763414634146341,0.896198830409357,0.989370400654129,0.982142857142857,0.989448051948052,0.765375854214123,0.823529411764706,0.749143346659052,0.763990267639903,0.801020408163265,0.764996185390044,0.897250361794501,0.915354330708662,0.896383729060895
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svdn,4,148,152, zones, lab, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.53448276 0.54310345 0.52298851 0.53757225 0.46531792],0.58125,0.534375,0.874158249158249,0.990804597701149,0.993087557603687,0.990783410138249,0.58641975308642,0.59748427672956,0.581350834016954,0.555223880597015,0.577639751552795,0.534102894644322,0.875364735306377,0.883838383838384,0.874158249158249
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.84313725 0.82565789 0.83223684 0.81907895 0.86513158],0.733021077283372,0.763466042154567,0.841329966329966,0.895077720207254,0.908015768725361,0.893561103810775,0.709183673469388,0.674757281553398,0.73104379914774,0.764568764568764,0.742081447963801,0.764244607477046,0.840591966173361,0.836700336700337,0.841329966329966
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152,12, low_bits_6, svd,1800,600,600,0.6,0.2,0.2, [0.8        0.77777778 0.80833333 0.8        0.81111111],0.729166666666667,0.791666666666667,0.803030303030303,0.826498422712934,0.873333333333333,0.816666666666667,0.759259259259259,0.924812030075188,0.743051176327916,0.822485207100592,0.896774193548387,0.782973562939607,0.817472698907956,0.882154882154882,0.803030303030303
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116,10, low_bits_2, svdne,1482,494,494,0.6,0.2,0.2, [0.84228188 0.84459459 0.88513514 0.83108108 0.84459459],0.791946308724832,0.747203579418344,0.848484848484848,0.902408111533587,0.960863697705803,0.89608636977058,0.789115646258504,0.759825327510917,0.792756700452706,0.737819025522042,0.729357798165138,0.746774968951564,0.853061224489796,0.87962962962963,0.848484848484849
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.78911565 0.75510204 0.81292517 0.7585034  0.75342466],0.808370044052863,0.812775330396476,0.881313131313131,0.925170068027211,0.926430517711172,0.925068119891008,0.811279826464208,0.846153846153846,0.809343017497524,0.818763326226013,0.824034334763948,0.812469656069757,0.8825,0.891414141414141,0.881313131313131
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,1560,520,520,0.6,0.2,0.2, [0.78846154 0.78525641 0.83012821 0.82051282 0.81410256],0.747549019607843,0.75,0.831649831649832,0.873622812702527,0.864102564102564,0.875,0.740554156171285,0.724137931034483,0.747434819175778,0.745,0.726829268292683,0.750114141535504,0.829059829059829,0.816498316498316,0.831649831649832
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158,4, low_bits_6, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.84375    0.85714286 0.88888889 0.78571429 0.87301587],0.79047619047619,0.823809523809524,0.866920152091255,0.912332838038633,0.971518987341772,0.906645569620253,0.792452830188679,0.84,0.792727272727273,0.83982683982684,0.898148148148148,0.821623093681917,0.874551971326165,0.931297709923664,0.867164006476984
ensemble_model_v2_N26_B87_E113_nb_zones_10_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.90816327 0.8707483  0.89455782 0.8877551  0.84931507],0.651982378854625,0.667400881057269,0.86026936026936,0.984214138641043,0.976839237057221,0.98433242506812,0.672199170124481,0.723214285714286,0.65291149068323,0.696177062374245,0.752173913043478,0.66626552795031,0.863711001642036,0.885521885521885,0.86026936026936
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdne,16,92,108,12, low_bits_4_shifted_2, svdne,1830,610,610,0.6,0.2,0.2, [0.82513661 0.85245902 0.90163934 0.87978142 0.83333333],0.736263736263736,0.769230769230769,0.904461279461279,0.94928335170893,0.940983606557377,0.949726775956284,0.71875,0.671532846715328,0.736501717475311,0.756756756756757,0.720588235294118,0.76905324173465,0.902533276084156,0.884680134680135,0.904461279461279
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_shifted_2_svdne,4,148,152, zones, low_bits_4_shifted_2, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.75418994 0.76536313 0.77808989 0.8005618  0.76685393],0.591216216216216,0.60472972972973,0.802609427609428,0.870297585626053,0.868834080717489,0.870515695067265,0.569395017793594,0.597014925373134,0.591717339229777,0.633228840125392,0.623456790123457,0.602773171181131,0.80302393952121,0.804713804713805,0.802609427609428
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.8006993  0.77622378 0.83216783 0.78321678 0.8006993 ],0.765327695560254,0.78646934460888,0.830808080808081,0.867132867132867,0.867132867132867,0.867132867132867,0.765327695560254,0.770212765957447,0.765358483819059,0.79002079002079,0.798319327731092,0.786393706418738,0.831375838926174,0.834175084175084,0.830808080808081
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svd,32,84,116, zones, low_bits_4_shifted_2, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.88961039 0.88235294 0.91176471 0.86928105 0.92156863],0.722748815165877,0.760663507109005,0.892255892255892,0.975260416666667,0.977806788511749,0.975195822454308,0.728538283062645,0.773399014778325,0.724599050768158,0.784648187633262,0.840182648401826,0.757529747846233,0.894909688013136,0.917508417508418,0.892255892255892
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdn,40,80,120,8, low_bits_4_shifted_2, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.63821138 0.61065574 0.60655738 0.56557377 0.64754098],0.442260442260442,0.515970515970516,0.710707269155206,0.869771112865036,0.901800327332242,0.864975450081833,0.468384074941452,0.483091787439613,0.441545893719807,0.529832935560859,0.572164948453608,0.518476840423987,0.721249408424042,0.75296442687747,0.710954869688735
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152,10, low_bits_3, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.80718954 0.83881579 0.83223684 0.84868421 0.82236842],0.733021077283372,0.733021077283372,0.824915824915825,0.877444589308996,0.884362680683311,0.876478318002628,0.738532110091743,0.797029702970297,0.736292629262926,0.753246753246753,0.773333333333333,0.730726072607261,0.828947368421053,0.848484848484848,0.824915824915825
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120,10, low_bits_2, svd,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.86971831 0.83450704 0.86170213 0.87588652 0.86879433],0.781316348195329,0.760084925690021,0.834889643463498,0.881425633995888,0.90947666195191,0.877652050919378,0.784067085953879,0.769547325102881,0.781703487112844,0.7527352297593,0.751091703056769,0.759843372189541,0.837442540743836,0.849872773536896,0.834876913531404
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.75       0.78370787 0.78089888 0.77247191 0.78248588],0.698996655518395,0.62876254180602,0.855218855218855,0.920245398773006,0.928008998875141,0.919572553430821,0.722222222222222,0.78,0.698724832214765,0.660550458715596,0.724832214765101,0.629082774049217,0.85924713584288,0.883838383838384,0.855218855218855
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158,6, low_bits_2, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.8452381  0.79518072 0.79518072 0.78313253 0.85542169],0.779783393501805,0.75812274368231,0.848484848484848,0.904428904428904,0.932692307692308,0.901442307692308,0.774907749077491,0.777777777777778,0.779733959311424,0.764912280701754,0.726666666666667,0.760971128608924,0.851485148514852,0.858773181169757,0.84836469277466
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_svdne,16,92,108, zones, low_bits_4, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.74728261 0.77322404 0.72404372 0.70218579 0.73497268],0.75,0.764705882352941,0.873316498316498,0.908599242833964,0.91703056768559,0.907751091703057,0.738461538461539,0.695652173913043,0.750811161583387,0.764705882352941,0.776119402985075,0.764871295695436,0.873582528349433,0.875420875420875,0.873316498316498
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120,8, low_bits_4, svdne,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.78571429 0.83482143 0.81531532 0.77927928 0.79279279],0.649595687331536,0.671159029649596,0.829202586206896,0.940421631530706,0.921005385996409,0.941651705565529,0.656084656084656,0.685082872928177,0.650436173306194,0.690355329949238,0.697435897435897,0.669740675990676,0.829844337090714,0.828510182207931,0.829206337041127
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,486,162,162,0.6,0.2,0.2, [0.84693878 0.87755102 0.86734694 0.86458333 0.83333333],0.734567901234568,0.790123456790123,0.880246913580247,0.959677419354839,0.979423868312757,0.958847736625514,0.762430939226519,0.851851851851852,0.734567901234568,0.804597701149425,0.833333333333333,0.788461538461538,0.886016451233842,0.924019607843137,0.879920251682763
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152,8, low_bits_2, svdn,1236,412,412,0.6,0.2,0.2, [0.47177419 0.51612903 0.51209677 0.50406504 0.48373984],0.514563106796116,0.490291262135922,0.800970873786408,1,1,1,0.489795918367347,0.475247524752475,0.513814238566714,0.495192307692308,0.515,0.490990566037736,0.799412915851272,0.800980392156863,0.8009709653092
ensemble_model_N40_B80_E120_nb_zones_10_lab_svd,40,80,120,10, lab, svd,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.95035461 0.92857143 0.93928571 0.96428571 0.93214286],0.925053533190578,0.892933618843683,0.945633561643836,0.969476744186046,0.951497860199715,0.970042796005706,0.928716904276986,0.962025316455696,0.924490919097413,0.898785425101215,0.965217391304348,0.894001100715465,0.946209233375688,0.956335616438356,0.945633561643836
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,1470,490,490,0.6,0.2,0.2, [0.93877551 0.92176871 0.94557823 0.95238095 0.93877551],0.717439293598234,0.675496688741722,0.877946127946128,0.989816700610998,0.991836734693877,0.989795918367347,0.752895752895753,0.809128630705394,0.711168088937603,0.705410821643287,0.830188679245283,0.684803883191106,0.883534136546185,0.925925925925926,0.877946127946128
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svd,4,196,200,4, low_bits_4_shifted_2, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.74576271 0.74576271 0.8220339  0.76724138 0.72413793],0.671794871794872,0.728205128205128,0.736680327868853,0.768211920529801,0.791808873720137,0.761092150170648,0.716814159292035,0.778846153846154,0.664148351648352,0.762331838565023,0.817307692307692,0.721840659340659,0.755935422602089,0.794411177644711,0.735100325664461
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158,6, low_bits_3, svdn,930,310,310,0.6,0.2,0.2, [0.58602151 0.5483871  0.46236559 0.53225806 0.56989247],0.52258064516129,0.496774193548387,0.539354838709677,0.55531453362256,0.550537634408602,0.559139784946237,0.493150684931507,0.489795918367347,0.520971578815575,0.476510067114094,0.417647058823529,0.505252100840336,0.527777777777778,0.510230179028133,0.5396202978474
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,1428,476,476,0.6,0.2,0.2, [0.85314685 0.83916084 0.84265734 0.82867133 0.85915493],0.732067510548523,0.744725738396624,0.856481481481482,0.935191637630662,0.939775910364146,0.934873949579832,0.702576112412178,0.652173913043478,0.729775481111903,0.723112128146453,0.647540983606557,0.74768353528154,0.851674641148325,0.824074074074074,0.856481481481481
ensemble_model_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158,8, lab, svdn,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.48449612 0.3875969  0.52713178 0.45736434 0.50390625],0.498834498834499,0.498834498834499,0.799627213420317,1,1,1,0.508009153318078,0.48471615720524,0.49985807860262,0.505747126436782,0.541871921182266,0.501024456166354,0.800925925925926,0.803903345724907,0.799615224264323
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158,4, low_bits_4, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.85       0.875      0.89166667 0.8559322  0.89830508],0.686868686868687,0.702020202020202,0.850806451612903,0.95609756097561,0.986577181208054,0.954697986577181,0.686868686868687,0.701030927835051,0.687149127283862,0.70935960591133,0.685714285714286,0.703072196620584,0.854330708661417,0.868,0.850666666666667
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154,10, low_bits_4, svd,1524,508,508,0.6,0.2,0.2, [0.73202614 0.74183007 0.75657895 0.76644737 0.75657895],0.725352112676056,0.741784037558686,0.748316498316498,0.774741955069824,0.837270341207349,0.756561679790026,0.724705882352941,0.747572815533981,0.726059135039718,0.752252252252252,0.759090909090909,0.741195939982348,0.762321144674086,0.807239057239057,0.748316498316498
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152,12, low_bits_5, svd,1932,644,644,0.6,0.2,0.2, [0.83505155 0.75129534 0.75388601 0.78756477 0.79792746],0.662162162162162,0.716216216216216,0.781144781144781,0.80062630480167,0.793995859213251,0.802277432712215,0.660633484162896,0.651785714285714,0.662256493506493,0.717488789237668,0.727272727272727,0.716314935064935,0.779661016949153,0.774410774410774,0.781144781144781
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,1518,506,506,0.6,0.2,0.2, [0.89473684 0.88486842 0.88815789 0.90131579 0.86423841],0.636363636363636,0.666666666666667,0.871632996632997,0.996036988110964,0.993412384716732,0.996047430830039,0.694117647058823,0.859223300970874,0.644858287256737,0.726577437858509,0.852017937219731,0.65901867734773,0.880251276010993,0.943602693602693,0.871632996632997
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svd,4,196,200,4, low_bits_4_shifted_2, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.7578125  0.71875    0.73015873 0.6984127  0.75396825],0.76303317535545,0.734597156398104,0.820075757575757,0.859531772575251,0.810725552050473,0.867507886435331,0.71264367816092,0.62,0.755945945945946,0.670588235294118,0.581632653061224,0.724444645114683,0.798301486199575,0.730097087378641,0.81791360838433
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113,12, low_bits_3, svdn,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.56069364 0.56069364 0.53757225 0.57267442 0.54651163],0.56,0.593846153846154,0.566077441077441,0.56601607347876,0.571263035921205,0.561993047508691,0.557275541795666,0.552147239263804,0.560024236915852,0.614035087719298,0.648148148148148,0.594012724380822,0.571665974241795,0.579124579124579,0.566077441077441
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svdn,16,142,158,4, low_bits_6, svdn,630,210,210,0.6,0.2,0.2, [0.57936508 0.55555556 0.45238095 0.50793651 0.61904762],0.528571428571429,0.514285714285714,0.79047619047619,0.96969696969697,0.965079365079365,0.96984126984127,0.49746192893401,0.5,0.526785714285714,0.509615384615385,0.514563106796116,0.514290899192451,0.786821705426356,0.786821705426356,0.79041459803153
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,912,304,304,0.6,0.2,0.2, [0.78804348 0.79120879 0.7032967  0.82967033 0.8021978 ],0.789473684210526,0.723684210526316,0.8375,0.894568690095847,0.921052631578947,0.891447368421053,0.785234899328859,0.754838709677419,0.790171032691059,0.730769230769231,0.721518987341772,0.723773192301023,0.840542285345384,0.846553966189857,0.837391497076287
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158,4, low_bits_4, svd,606,202,202,0.6,0.2,0.2, [0.81147541 0.73770492 0.78688525 0.86666667 0.80833333],0.727722772277228,0.717821782178218,0.845544554455445,0.927868852459016,0.933993399339934,0.927392739273927,0.761904761904762,0.916666666666667,0.736635220125786,0.771084337349398,0.905660377358491,0.708038522012579,0.856880733944954,0.924752475247525,0.845544554455445
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152,10, low_bits_4, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.72377622 0.68531469 0.71328671 0.71478873 0.71126761],0.686315789473684,0.726315789473684,0.791666666666667,0.850828729281768,0.863955119214586,0.848527349228612,0.665168539325843,0.629787234042553,0.68572695035461,0.719827586206896,0.695833333333333,0.726640070921986,0.789987271955876,0.783670033670034,0.791666666666667
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116,10, low_bits_4, svdn,1422,474,474,0.6,0.2,0.2, [0.62937063 0.59859155 0.58098592 0.58802817 0.58802817],0.592827004219409,0.544303797468354,0.80126582278481,0.956399437412096,0.956399437412096,0.956399437412096,0.641929499072356,0.755458515283843,0.598137420907227,0.601476014760148,0.668032786885246,0.540538132573058,0.811825809029165,0.858108108108108,0.801313750512739
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svd,4,196,200, zones, low_bits_4_shifted_2, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.828125  0.78125   0.8046875 0.734375  0.7421875],0.713615023474178,0.685446009389671,0.820825515947467,0.903225806451613,0.91875,0.9015625,0.702439024390244,0.648648648648649,0.716481187069422,0.621468926553672,0.544554455445545,0.678527227722772,0.815101645692159,0.791353383458647,0.820770324688125
svm_model_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152,12, lab, svdne,1866,622,622,0.6,0.2,0.2, [0.89037433 0.87165775 0.87165775 0.89247312 0.89784946],0.827450980392157,0.803921568627451,0.87037037037037,0.891480730223124,0.942122186495177,0.885316184351554,0.843971631205674,0.959677419354839,0.830983747845358,0.827586206896552,0.916030534351145,0.800757202659444,0.878930817610063,0.941077441077441,0.87037037037037
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svdn,26,87,113, zones, lab, svdn,1770,590,590,0.6,0.2,0.2, [0.60169492 0.60451977 0.5819209  0.63841808 0.6440678 ],0.62046204620462,0.67986798679868,0.875420875420875,0.952861952861953,0.959322033898305,0.952542372881356,0.590747330960854,0.535483870967742,0.622471665213601,0.657243816254417,0.628378378378378,0.678705318221447,0.87382779198636,0.862794612794613,0.875420875420875
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,500,166,166,0.600961538461538,0.199519230769231,0.199519230769231, [0.83 0.8  0.8  0.73 0.81],0.680722891566265,0.674698795180723,0.831730769230769,0.936416184971098,0.972,0.934,0.662420382165605,0.65,0.679651162790698,0.678571428571429,0.647727272727273,0.676427738927739,0.834123222748815,0.842105263157895,0.831680650902619
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svdn,16,142,158,4, low_bits_6, svdn,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.52586207 0.53448276 0.57017544 0.48245614 0.53508772],0.528795811518325,0.518324607329843,0.809623430962343,1,1,1,0.558823529411765,0.575757575757576,0.527009222661397,0.549019607843137,0.56,0.516263736263736,0.814663951120163,0.823045267489712,0.809394974170388
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,1242,414,414,0.6,0.2,0.2, [0.916      0.89919355 0.875      0.88306452 0.88306452],0.707729468599034,0.698067632850242,0.866183574879227,0.974939369442199,0.971014492753623,0.975040257648953,0.748440748440748,0.845070422535211,0.70362973863079,0.748490945674044,0.869158878504673,0.692079439252336,0.874943566591422,0.924618320610687,0.865440275765226
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158,6, low_bits_3, svdn,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.61666667 0.56111111 0.57222222 0.54444444 0.57865169],0.51505016722408,0.498327759197324,0.802807486631016,1,1,1,0.542586750788644,0.577181208053691,0.515257270693512,0.548192771084337,0.56875,0.49300809352518,0.809308338720103,0.825857519788918,0.802495155558416
svm_model_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154,12, lab, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.48603352 0.52513966 0.50561798 0.48876404 0.54213483],0.52027027027027,0.523648648648649,0.517676767676768,0.51270468661773,0.508968609865471,0.516255605381166,0.523489932885906,0.523489932885906,0.520248367803497,0.537704918032787,0.557823129251701,0.52387800757887,0.517270429654591,0.516835016835017,0.517676767676768
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154,10, low_bits_6, svdn,1452,484,484,0.6,0.2,0.2, [0.54109589 0.56896552 0.51034483 0.53103448 0.53448276],0.491341991341991,0.489177489177489,0.529461279461279,0.603310852237891,0.677685950413223,0.554407713498622,0.564007421150278,0.658008658008658,0.491341991341991,0.542635658914729,0.606060606060606,0.489177489177489,0.583767684288905,0.65993265993266,0.529461279461279
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120,8, low_bits_6, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.67391304 0.64347826 0.61304348 0.56956522 0.63043478],0.579634464751958,0.524804177545692,0.819415448851774,0.997393570807993,0.998260869565217,0.997391304347826,0.622950819672131,0.665,0.575669398907104,0.528497409326425,0.566666666666667,0.527175697865353,0.823828920570265,0.847120418848168,0.819501936791409
ensemble_model_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108,12, low_bits_5, svdne,1836,612,612,0.6,0.2,0.2, [0.82065217 0.82065217 0.80434783 0.83060109 0.79234973],0.751851851851852,0.733333333333333,0.903198653198653,0.950354609929078,0.94880174291939,0.950435729847495,0.761565836298932,0.829457364341085,0.755154214085436,0.751724137931034,0.773049645390071,0.731486063005113,0.90432612312812,0.914983164983165,0.903198653198653
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svd,8,146,154,12, low_bits_4_shifted_2, svd,1688,562,562,0.600284495021337,0.199857752489331,0.199857752489331, [0.77514793 0.78106509 0.78106509 0.75147929 0.76785714],0.773255813953488,0.758720930232558,0.843434343434343,0.874777448071217,0.873222748815166,0.875,0.801020408163265,0.957317073170731,0.781436314363144,0.805620608899297,0.955555555555556,0.749119241192412,0.851437699680511,0.897306397306397,0.843434343434343
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113,12, low_bits_2, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.52209945 0.52762431 0.51657459 0.47513812 0.49171271],0.473498233215548,0.484098939929329,0.566077441077441,0.568075117370892,0.534806629834254,0.593370165745856,0.401606425702811,0.37037037037037,0.468968968968969,0.471014492753623,0.439189189189189,0.486261261261261,0.537460744728578,0.504208754208754,0.566077441077441
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,480,160,160,0.6,0.2,0.2, [0.48958333 0.41666667 0.40625    0.38541667 0.5       ],0.51875,0.5375,0.81125,1,1,1,0.515723270440252,0.482352941176471,0.521176470588235,0.506666666666667,0.513513513513513,0.535826524198617,0.808618504435995,0.799498746867168,0.811220695129344
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158,4, low_bits_4, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.48113208 0.48113208 0.49038462 0.47115385 0.42307692],0.477011494252874,0.488505747126437,0.520642201834862,0.32,0.213740458015267,0.545801526717557,0.194690265486726,0.127906976744186,0.473044397463002,0.288,0.206896551724138,0.488505747126437,0.289115646258503,0.195402298850575,0.51989794576396
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158,6, low_bits_2, svdn,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.58860759 0.49367089 0.44871795 0.45512821 0.47435897],0.517241379310345,0.547892720306513,0.527565084226646,0.488340192043896,0.454081632653061,0.524234693877551,0.5078125,0.467625899280576,0.520698195541927,0.482456140350877,0.454545454545455,0.541558441558442,0.491343775762572,0.457055214723926,0.527457270970526
ensemble_model_N32_B84_E116_nb_zones_12_lab_svd,32,84,116,12, lab, svd,1728,576,576,0.6,0.2,0.2, [0.94797688 0.95953757 0.93352601 0.94219653 0.97383721],0.885802469135803,0.910493827160494,0.957070707070707,0.978898007033997,0.966435185185185,0.979166666666667,0.890207715133531,0.943396226415094,0.886849628359062,0.919220055710306,1,0.908805031446541,0.957535387177352,0.968013468013468,0.957070707070707
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.52066116 0.49173554 0.475      0.48333333 0.5125    ],0.498753117206983,0.463840399002494,0.787637088733799,0.991708126036484,0.993355481727575,0.991694352159468,0.464,0.446153846153846,0.497348767737117,0.450127877237852,0.42512077294686,0.465137706061059,0.783975659229209,0.7699203187251,0.787654770140993
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,1458,486,486,0.6,0.2,0.2, [0.82876712 0.76369863 0.79794521 0.81849315 0.84137931],0.851851851851852,0.803921568627451,0.86026936026936,0.884462151394422,0.91358024691358,0.880658436213992,0.845454545454546,0.819383259911894,0.851501974783533,0.799107142857143,0.771551724137931,0.804278064712137,0.861319966583124,0.867845117845118,0.86026936026936
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svdne,4,196,200,4, low_bits_4_shifted_2, svdne,588,196,196,0.6,0.2,0.2, [0.69491525 0.72033898 0.72881356 0.66949153 0.68965517],0.627551020408163,0.571428571428571,0.687755102040816,0.741767764298094,0.727891156462585,0.746598639455782,0.654028436018957,0.71875,0.629375,0.628318584070796,0.676190476190476,0.563369963369963,0.698224852071006,0.715151515151515,0.687472664792252
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120,8, low_bits_4, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.80991736 0.76859504 0.77916667 0.75833333 0.80833333],0.71072319201995,0.690773067331671,0.857427716849452,0.961666666666667,0.958471760797342,0.961794019933555,0.721153846153846,0.78125,0.713591507177033,0.726872246696035,0.774647887323944,0.685196284087504,0.861835748792271,0.885799404170804,0.857314116499817
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.78776978 0.8057554  0.80215827 0.78417266 0.76618705],0.764578833693304,0.758099352051836,0.818652849740933,0.857347670250896,0.860431654676259,0.856834532374101,0.775257731958763,0.813852813852814,0.764685027616062,0.774193548387097,0.810126582278481,0.756833202643665,0.823232323232323,0.840928632846088,0.818556250508039
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152,12, low_bits_6, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.79479769 0.79768786 0.7994186  0.80232558 0.79651163],0.720858895705521,0.754601226993865,0.847643097643097,0.891907187323146,0.91415313225058,0.889211136890951,0.721712538226299,0.742138364779874,0.721368583587542,0.76878612716763,0.796407185628742,0.753549504764057,0.851639344262295,0.874579124579125,0.847643097643097
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113,12, low_bits_6, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.9017341  0.93641618 0.92774566 0.92196532 0.86705202],0.839009287925697,0.81733746130031,0.93476430976431,0.974117647058823,0.957225433526011,0.974566473988439,0.841463414634146,0.821428571428571,0.839746543778802,0.802675585284281,0.774193548387097,0.815668202764977,0.933390631714654,0.914141414141414,0.93476430976431
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154,10, low_bits_2, svdn,1452,484,484,0.6,0.2,0.2, [0.48630137 0.54482759 0.52068966 0.4862069  0.45862069],0.512987012987013,0.521645021645022,0.655723905723906,0.737658674188999,0.72038567493113,0.743801652892562,0.511930585683297,0.546296296296296,0.515018066847335,0.528784648187633,0.504065040650406,0.522865853658537,0.651618398637138,0.643939393939394,0.655723905723906
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_4_shifted_2_svdne,16,92,108, zones, low_bits_4_shifted_2, svdne,1632,544,544,0.6,0.2,0.2, [0.86890244 0.82515337 0.85889571 0.84969325 0.84969325],0.709677419354839,0.736559139784946,0.883417508417508,0.955873213175886,0.942401960784314,0.956495098039216,0.755656108597285,0.893048128342246,0.708686226333285,0.767772511848341,0.875675675675676,0.737303078479549,0.887990295188031,0.924242424242424,0.883417508417508
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdn,40,80,120,8, low_bits_4_shifted_2, svdn,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.59482759 0.52586207 0.53913043 0.59130435 0.56956522],0.520833333333333,0.510416666666667,0.805411030176899,0.998269896193772,1,0.998266897746967,0.574074074074074,0.642487046632124,0.520196402897214,0.517948717948718,0.580459770114943,0.516420361247947,0.810920121334681,0.849576271186441,0.806178728640255
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svd,26,87,113,12, low_bits_4_shifted_2, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.85833333 0.88888889 0.85833333 0.87709497 0.89385475],0.710344827586207,0.710344827586207,0.845117845117845,0.88558352402746,0.861915367483296,0.888641425389755,0.729032258064516,0.81294964028777,0.714421840011435,0.74390243902439,0.80794701986755,0.70613178331507,0.845766974015088,0.849326599326599,0.845117845117845
svm_model_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158,4, low_bits_6, svdne,594,198,198,0.6,0.2,0.2, [0.84166667 0.79166667 0.81355932 0.77118644 0.8220339 ],0.863636363636364,0.813131313131313,0.831313131313131,0.818980667838313,0.784511784511784,0.826599326599327,0.861538461538462,0.91304347826087,0.866899097621001,0.81025641025641,0.897727272727273,0.821590909090909,0.825860271115745,0.830188679245283,0.83127367685461
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154,10, low_bits_3, svdn,1470,490,490,0.6,0.2,0.2, [0.46258503 0.50340136 0.47619048 0.5        0.46598639],0.514348785871965,0.490066225165563,0.619949494949495,0.694181326116374,0.697959183673469,0.692517006802721,0.54356846473029,0.54356846473029,0.512350270100994,0.47380410022779,0.490566037735849,0.490096296876223,0.623593163818258,0.62962962962963,0.619949494949495
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svdne,4,196,200,4, low_bits_4_shifted_2, svdne,670,223,223,0.600358422939068,0.199820788530466,0.199820788530466, [0.82089552 0.84328358 0.80597015 0.80597015 0.78358209],0.713004484304933,0.68609865470852,0.825268817204301,0.907993966817496,0.898507462686567,0.908955223880597,0.703703703703704,0.64957264957265,0.716295758748589,0.639175257731959,0.601941747572815,0.680137540453074,0.818266542404473,0.790990990990991,0.825085513320807
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svdn,16,142,158, zones, lab, svdn,1236,412,412,0.6,0.2,0.2, [0.48790323 0.49193548 0.46370968 0.47154472 0.5       ],0.519417475728155,0.509708737864078,0.798543689320388,0.987873888439773,0.988673139158576,0.987864077669903,0.526315789473684,0.536585365853659,0.519500412395428,0.52132701421801,0.528846153846154,0.509521116138763,0.800192585459798,0.806013579049467,0.798536429952333
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154,10, low_bits_4, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.75       0.71917808 0.76206897 0.73448276 0.72758621],0.685466377440347,0.72234273318872,0.795454545454545,0.855788761002031,0.869325997248968,0.853507565337001,0.707070707070707,0.767543859649123,0.686347037120699,0.741935483870968,0.789699570815451,0.721604171372637,0.803079416531604,0.834175084175084,0.795454545454545
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158,4, low_bits_4, svdn,636,212,212,0.6,0.2,0.2, [0.5234375  0.53125    0.5546875  0.45238095 0.58730159],0.537735849056604,0.514150943396226,0.810377358490566,1,1,1,0.528846153846154,0.504587155963303,0.538701344971943,0.482412060301508,0.489795918367347,0.512441818832796,0.807286673058485,0.801904761904762,0.810298175344904
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154,10, low_bits_5, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.52097902 0.51048951 0.50699301 0.50699301 0.4965035 ],0.498942917547569,0.488372093023256,0.58459595959596,0.650137741046832,0.66013986013986,0.644755244755245,0.511340206185567,0.514522821576763,0.498640721133209,0.489451476793249,0.5,0.488589211618257,0.590626296142679,0.599326599326599,0.58459595959596
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158,4, low_bits_6, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.86842105 0.83333333 0.86842105 0.92105263 0.85714286],0.798941798941799,0.793650793650794,0.871035940803382,0.918918918918919,0.897887323943662,0.920774647887324,0.820754716981132,0.861386138613861,0.794329432943294,0.784530386740332,0.865853658536585,0.802085707772966,0.871308016877637,0.884368308351178,0.871202943319639
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svd,16,142,158,4, low_bits_4_shifted_2, svd,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.88970588 0.90441176 0.85294118 0.84558824 0.875     ],0.730088495575221,0.734513274336283,0.84452296819788,0.918518518518518,0.911764705882353,0.919117647058824,0.744769874476988,0.760683760683761,0.728965733552889,0.745762711864407,0.778761061946903,0.734513274336283,0.84695652173913,0.854385964912281,0.844452768933009
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120,10, low_bits_2, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.85472973 0.82094595 0.86148649 0.81418919 0.86148649],0.767857142857143,0.732142857142857,0.888888888888889,0.973544973544974,0.994594594594595,0.972972972972973,0.769911504424779,0.746781115879828,0.768739395149217,0.70873786407767,0.67906976744186,0.730092823635093,0.888888888888889,0.888888888888889,0.888888888888889
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_shifted_2_svdne,4,196,200, zones, low_bits_4_shifted_2, svdne,576,192,192,0.6,0.2,0.2, [0.69827586 0.61206897 0.62931034 0.78070175 0.63157895],0.536458333333333,0.630208333333333,0.744791666666667,0.84171322160149,0.784722222222222,0.852430555555555,0.529100529100529,0.531914893617021,0.536365610073817,0.650246305418719,0.673469387755102,0.629287885366913,0.736275565123789,0.7125,0.744791666666667
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.73103448 0.71724138 0.73103448 0.74827586 0.75517241],0.67170626349892,0.691144708423326,0.808080808080808,0.891582491582492,0.913103448275862,0.888965517241379,0.689795918367347,0.751111111111111,0.673874883286648,0.705154639175258,0.718487394957983,0.690354808590103,0.814634146341463,0.843434343434343,0.808080808080808
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116,12, low_bits_3, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.78285714 0.8        0.84571429 0.79142857 0.8045977 ],0.767515923566879,0.732484076433121,0.873316498316498,0.918181818181818,0.924485125858124,0.917620137299771,0.757475083056478,0.754966887417219,0.767053995855848,0.748502994011976,0.766871165644172,0.731117702027384,0.874321503131524,0.881313131313131,0.873316498316498
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1036,345,345,0.600231749710313,0.199884125144844,0.199884125144844, [0.50480769 0.53365385 0.51442308 0.51456311 0.48543689],0.504347826086956,0.504347826086956,0.789687137891078,0.979788257940327,0.982625482625483,0.97972972972973,0.480243161094225,0.438888888888889,0.507323232323232,0.531506849315069,0.521505376344086,0.502891052951917,0.790536641661858,0.774886877828054,0.790056265517353
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113,12, low_bits_5, svd,1758,586,586,0.6,0.2,0.2, [0.87784091 0.87784091 0.89772727 0.91193182 0.89142857],0.540453074433657,0.601941747572815,0.877946127946128,0.985640436530729,0.976109215017065,0.985779294653015,0.605555555555555,0.721854304635762,0.544471456115349,0.64756446991404,0.715189873417722,0.599316791013497,0.881632653061224,0.909090909090909,0.877946127946128
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svd,16,142,158,4, low_bits_4_shifted_2, svd,446,148,148,0.601078167115903,0.199460916442049,0.199460916442049, [0.92222222 0.9        0.92222222 0.86363636 0.93181818],0.716216216216216,0.736486486486487,0.863881401617251,0.955156950672646,0.955156950672646,0.955156950672646,0.676923076923077,0.564102564102564,0.724908424908425,0.727272727272727,0.658227848101266,0.742157402311502,0.859527121001391,0.813157894736842,0.865142483280023
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.85087719 0.83928571 0.84821429 0.75892857 0.83035714],0.812834224598931,0.759358288770054,0.879273504273504,0.940325497287522,0.925266903914591,0.941281138790036,0.829268292682927,0.876288659793814,0.810366552119129,0.739884393063584,0.761904761904762,0.75959315765141,0.878625134264232,0.885281385281385,0.879349553400186
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158,6, low_bits_2, svdn,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.41573034 0.48876404 0.42613636 0.4375     0.55113636],0.506802721088435,0.482993197278912,0.798233695652174,1,1,1,0.483985765124555,0.472222222222222,0.506111111111111,0.475862068965517,0.475862068965517,0.482897477435779,0.795876288659794,0.792065663474692,0.798192076001854
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.48305085 0.53389831 0.49137931 0.51724138 0.5       ],0.572164948453608,0.54639175257732,0.818930041152263,0.991423670668953,0.98972602739726,0.991438356164383,0.546448087431694,0.510204081632653,0.57281037414966,0.541666666666667,0.547368421052632,0.546411483253588,0.816283924843424,0.806185567010309,0.818903871800842
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120,10, low_bits_3, svdn,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.63605442 0.67808219 0.62671233 0.63013699 0.63356164],0.610503282275711,0.671772428884026,0.643939393939394,0.661437908496732,0.692202462380301,0.645690834473324,0.604444444444444,0.609865470852018,0.610488290981565,0.683544303797468,0.692307692307692,0.671265953777165,0.655256723716381,0.676767676767677,0.643939393939394
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svd,40,80,120, zones, lab, svd,1626,542,542,0.6,0.2,0.2, [0.95398773 0.94171779 0.94785276 0.9537037  0.93209877],0.864,0.88,0.943181818181818,0.975609756097561,0.959409594095941,0.976014760147602,0.866840731070496,0.897297297297297,0.864438122332859,0.885496183206107,0.91578947368421,0.879516358463727,0.943157894736842,0.942760942760943,0.943181818181818
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,1014,338,338,0.6,0.2,0.2, [0.62745098 0.60294118 0.56435644 0.58415842 0.54950495],0.455621301775148,0.485207100591716,0.768639053254438,0.967615309126595,0.972386587771203,0.967455621301775,0.471264367816092,0.468571428571429,0.455144609991236,0.502857142857143,0.508670520231214,0.484638290418637,0.772277227722772,0.775438596491228,0.768557621598908
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdn,32,84,116,10, low_bits_4_shifted_2, svdn,1494,498,498,0.6,0.2,0.2, [0.48666667 0.58       0.52684564 0.52348993 0.58053691],0.480725623582766,0.560090702947846,0.738636363636364,0.87007874015748,0.887550200803213,0.867469879518072,0.49448123620309,0.504504504504504,0.480562754535357,0.568888888888889,0.584474885844749,0.560255460940392,0.744128553770087,0.76010101010101,0.738636363636364
svm_model_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152,8, low_bits_2, svdne,1218,406,406,0.6,0.2,0.2, [0.73360656 0.78278689 0.71311475 0.73770492 0.75206612],0.74384236453202,0.75615763546798,0.747783251231527,0.784067085953878,0.921182266009852,0.746305418719212,0.781512605042017,0.857142857142857,0.735449735449735,0.776523702031603,0.843137254901961,0.755727043292565,0.782127659574468,0.892233009708738,0.745616504854369
svm_model_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113,12, lab, svdne,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.92816092 0.93390805 0.93965517 0.93930636 0.94797688],0.890625,0.909375,0.940656565656566,0.955049620548745,0.942396313364055,0.955645161290322,0.901960784313725,0.904494382022472,0.888866909321095,0.900343642611684,0.922535211267606,0.910705807880994,0.940279542566709,0.934343434343434,0.940656565656566
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svd,16,142,158, zones, low_bits_4_shifted_2, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.72580645 0.81451613 0.81967213 0.82786885 0.87704918],0.691176470588235,0.691176470588235,0.829745596868884,0.921052631578947,0.912052117263844,0.921824104234528,0.740740740740741,0.789473684210526,0.678070175438597,0.724890829694323,0.761467889908257,0.685997102848865,0.838888888888889,0.854716981132076,0.82878125479368
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158,4, low_bits_4, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.80952381 0.82539683 0.71428571 0.78571429 0.71774194],0.751196172248804,0.712918660287081,0.773422562141491,0.809741248097412,0.847133757961784,0.800955414012739,0.757009345794392,0.81,0.753623853211009,0.734513274336283,0.83,0.717752293577982,0.783956244302644,0.836575875486381,0.774490945261988
svm_model_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158,6, low_bits_3, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.84883721 0.80232558 0.87647059 0.84705882 0.81176471],0.746478873239437,0.774647887323944,0.812236286919831,0.853631284916201,0.894613583138173,0.846604215456675,0.76,0.912,0.764176100628931,0.808383233532934,0.9,0.767164179104478,0.825376062786135,0.898860398860399,0.813319088319088
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116,10, low_bits_5, svdn,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [0.57194245 0.57913669 0.62230216 0.57194245 0.56521739],0.612554112554113,0.567099567099567,0.58780276816609,0.682170542635659,0.887608069164265,0.586455331412104,0.688695652173913,0.849785407725322,0.610482223513316,0.655172413793104,0.833333333333333,0.570512820512821,0.678149273893955,0.869264069264069,0.588046036360643
svm_model_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158,8, lab, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.80991736 0.8553719  0.875      0.8375     0.85833333],0.860349127182045,0.885286783042394,0.8678963110668,0.873151750972763,0.931893687707641,0.864617940199335,0.868544600938967,0.963541666666667,0.864545952950558,0.894977168949771,0.937799043062201,0.882962021531101,0.876686831084225,0.939182452642074,0.867896311066799
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svd,4,196,200,6, low_bits_4_shifted_2, svd,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.79381443 0.69270833 0.75       0.77604167 0.79166667],0.653125,0.659375,0.720349563046192,0.772,0.802494802494802,0.762993762993763,0.702412868632708,0.793939393939394,0.648582600195503,0.716883116883117,0.807017543859649,0.648475214882845,0.745164960182025,0.80171358629131,0.718691188050113
ensemble_model_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152,12, lab, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.83611111 0.84722222 0.84722222 0.83240223 0.84357542],0.962068965517241,0.948275862068966,0.896885521885522,0.883696229421136,0.926503340757238,0.878062360801782,0.962457337883959,0.952702702702703,0.962266844309098,0.946236559139785,0.929577464788732,0.947896840502474,0.90020366598778,0.93013468013468,0.896885521885522
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154,10, low_bits_6, svdn,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.47202797 0.51748252 0.46853147 0.4471831  0.49647887],0.517894736842105,0.486315789473684,0.800925925925926,1,1,1,0.509635974304068,0.5,0.517932489451477,0.517786561264822,0.552742616033755,0.486455341630323,0.802834514380992,0.810606060606061,0.800925925925926
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120,8, low_bits_5, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.55785124 0.57024793 0.62396694 0.58264463 0.59090909],0.511166253101737,0.598014888337469,0.74702380952381,0.886209495101733,0.971900826446281,0.875206611570248,0.570806100217865,0.668367346938776,0.515343093759243,0.649350649350649,0.75,0.599137931034483,0.773131672597865,0.868131868131868,0.74785903751421
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158,6, low_bits_6, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.86904762 0.87951807 0.86144578 0.81927711 0.86746988],0.787003610108303,0.808664259927798,0.852092352092352,0.894438138479001,0.947115384615385,0.888221153846154,0.791519434628975,0.842105263157895,0.789108187134503,0.822742474916388,0.884892086330935,0.808388072150975,0.859876965140123,0.914244186046512,0.852537565802625
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152,12, low_bits_5, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.76086957 0.76086957 0.77322404 0.74863388 0.75136612],0.793357933579336,0.774907749077491,0.860690235690236,0.882288228822882,0.874591057797165,0.883315158124318,0.798561151079137,0.874015748031496,0.798118985126859,0.79734219269103,0.833333333333333,0.770997375328084,0.861910721735502,0.869528619528619,0.860690235690236
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116,10, low_bits_6, svdn,1548,516,516,0.6,0.2,0.2, [0.57419355 0.58709677 0.57096774 0.56774194 0.56818182],0.514492753623188,0.519323671497584,0.579124579124579,0.676724137931034,0.811369509043928,0.612403100775194,0.535796766743649,0.557692307692308,0.514283047050037,0.529550827423168,0.543689320388349,0.519440814040329,0.631268436578171,0.720538720538721,0.579124579124579
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,1218,406,406,0.6,0.2,0.2, [0.75       0.75409836 0.75       0.7704918  0.81404959],0.630541871921182,0.665024630541872,0.835960591133005,0.961943319838057,0.975369458128079,0.961412151067323,0.634146341463415,0.663265306122449,0.631632653061225,0.693693693693694,0.716279069767442,0.661804456349689,0.840593585447583,0.86078431372549,0.835837701417201
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svd,26,87,113, zones, low_bits_4, svd,1878,626,626,0.6,0.2,0.2, [0.80319149 0.74734043 0.7712766  0.75531915 0.74331551],0.698795180722892,0.654618473895582,0.865319865319865,0.916622968012585,0.930777422790202,0.915335463258786,0.721189591078067,0.751937984496124,0.696802325581395,0.653225806451613,0.675,0.655329457364341,0.867986798679868,0.885521885521885,0.865319865319865
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152,10, low_bits_3, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.48986486 0.50680272 0.53741497 0.47959184 0.48639456],0.511061946902655,0.495575221238938,0.51473063973064,0.564356435643564,0.619565217391304,0.521739130434782,0.569200779727096,0.632034632034632,0.508325008325008,0.530864197530864,0.583710407239819,0.497482909247615,0.559082217973231,0.615319865319865,0.51473063973064
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158,4, low_bits_4, svdne,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.77692308 0.75384615 0.85384615 0.86153846 0.80769231],0.712962962962963,0.75,0.844731977818854,0.92,0.92,0.92,0.741666666666667,0.855769230769231,0.718063186813187,0.780487804878049,0.834782608695652,0.744123977615153,0.852112676056338,0.889705882352941,0.844481193964575
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.52380952 0.5297619  0.51785714 0.51807229 0.52409639],0.510791366906475,0.557553956834532,0.809626436781609,0.992822966507177,0.992822966507177,0.992822966507177,0.484848484848485,0.463768115942029,0.510455486542443,0.549450549450549,0.524475524475524,0.558534058534059,0.806991988346686,0.792560801144492,0.809700313992159
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svd,8,146,154, zones, low_bits_4_shifted_2, svd,1740,580,580,0.6,0.2,0.2, [0.73850575 0.80172414 0.77298851 0.77586207 0.75287356],0.786163522012579,0.80188679245283,0.874579124579125,0.903523974581167,0.898850574712644,0.904022988505747,0.798816568047337,0.876623376623376,0.788921444409249,0.821529745042493,0.884146341463415,0.799216027874565,0.876961189099917,0.893939393939394,0.874579124579125
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158,6, low_bits_3, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.80813953 0.78488372 0.84302326 0.78823529 0.77058824],0.771929824561403,0.810526315789474,0.833099579242637,0.850314465408805,0.789719626168224,0.860981308411215,0.784053156146179,0.791946308724832,0.770973154362416,0.813793103448276,0.802721088435374,0.81078083407276,0.828282828282828,0.792817679558011,0.833730777100943
svm_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdne,16,142,158,4, low_bits_4_shifted_2, svdne,618,206,206,0.6,0.2,0.2, [0.91129032 0.89516129 0.87903226 0.87903226 0.86885246],0.757281553398058,0.699029126213592,0.827184466019417,0.895569620253164,0.915857605177994,0.893203883495146,0.81203007518797,0.870967741935484,0.72816679779701,0.735042735042735,0.83495145631068,0.699029126213592,0.842756183745583,0.889925373134328,0.824517342437609
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.67241379 0.78448276 0.74137931 0.75862069 0.71551724],0.72020725388601,0.683937823834197,0.842650103519669,0.937605396290051,0.958620689655172,0.936206896551724,0.721649484536082,0.752688172043011,0.721344086021505,0.693467336683417,0.726315789473684,0.684586466165414,0.845841784989858,0.872384937238494,0.842954763701214
ensemble_model_v2_N16_B92_E108_nb_zones_12_low_bits_5_svdne,16,92,108, zones, low_bits_5, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.81891892 0.84594595 0.84864865 0.82065217 0.85054348],0.671698113207547,0.679245283018868,0.895622895622896,0.958650707290533,0.954496208017335,0.958829902491874,0.698961937716263,0.7890625,0.675553147810219,0.715719063545151,0.781021897810219,0.67566719890511,0.897774113767519,0.916666666666667,0.895622895622895
ensemble_model_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152,8, low_bits_2, svdne,1092,364,364,0.6,0.2,0.2, [0.84545455 0.81192661 0.83486239 0.86697248 0.79357798],0.75,0.777472527472527,0.814285714285714,0.856152512998267,0.904761904761905,0.847985347985348,0.739255014326648,0.648241206030151,0.760484239378712,0.71578947368421,0.6375,0.762377450980392,0.810961968680089,0.801104972375691,0.814213688373638
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158,6, low_bits_6, svd,924,308,308,0.6,0.2,0.2, [0.83333333 0.79569892 0.81521739 0.8423913  0.80978261],0.766233766233766,0.808441558441558,0.888961038961039,0.956616052060738,0.954545454545455,0.956709956709957,0.770700636942675,0.82312925170068,0.768707482993197,0.80655737704918,0.798701298701299,0.808441558441558,0.889033095392602,0.897771952817824,0.889040416563352
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.72077922 0.76298701 0.68300654 0.70915033 0.76143791],0.695961995249406,0.676959619952494,0.806818181818182,0.87378640776699,0.880052151238592,0.872881355932203,0.700934579439252,0.707547169811321,0.695878848063555,0.679245283018868,0.688995215311005,0.677044777466823,0.808510638297872,0.815656565656566,0.806818181818182
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svd,4,196,200,6, low_bits_4_shifted_2, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.74193548 0.67391304 0.7173913  0.67934783 0.72826087],0.755700325732899,0.771986970684039,0.802083333333333,0.822742474916388,0.800433839479393,0.827548806941432,0.761904761904762,0.779220779220779,0.755623461505815,0.753521126760564,0.732876712328767,0.770165064238918,0.796791443850267,0.783180026281209,0.801912593785766
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154,10, low_bits_3, svdn,1470,490,490,0.6,0.2,0.2, [0.52721088 0.50680272 0.53741497 0.51020408 0.55102041],0.543046357615894,0.516556291390728,0.820707070707071,1,1,1,0.562367864693446,0.561181434599156,0.542164791373652,0.503401360544218,0.513888888888889,0.51643811533052,0.821308724832215,0.824074074074074,0.820707070707071
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdne,16,142,158,4, low_bits_4_shifted_2, svdne,558,186,186,0.6,0.2,0.2, [0.79464286 0.86607143 0.82142857 0.83928571 0.81818182],0.768817204301075,0.774193548387097,0.859139784946236,0.913207547169811,0.867383512544803,0.917562724014337,0.7981220657277,0.923913043478261,0.770467160037003,0.792079207920792,0.851063829787234,0.773358001850139,0.861375661375661,0.875268817204301,0.859139784946236
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,1524,508,508,0.6,0.2,0.2, [0.56862745 0.57843137 0.54934211 0.55592105 0.53947368],0.63849765258216,0.582159624413146,0.827020202020202,0.948399738732854,0.952755905511811,0.948162729658793,0.677824267782427,0.75,0.636904761904762,0.611353711790393,0.666666666666667,0.583333333333333,0.833400891771382,0.865319865319865,0.827020202020202
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113,12, low_bits_3, svdn,1668,556,556,0.6,0.2,0.2, [0.52994012 0.53293413 0.59580838 0.51796407 0.53012048],0.533898305084746,0.581920903954802,0.86026936026936,0.988574864702345,0.985611510791367,0.988609112709832,0.518950437317784,0.502824858757062,0.533898305084746,0.579545454545454,0.576271186440678,0.581920903954802,0.859202714164546,0.852693602693603,0.86026936026936
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154,10, low_bits_2, svdn,1584,528,528,0.6,0.2,0.2, [0.49685535 0.51886792 0.5        0.51582278 0.51265823],0.505050505050505,0.492424242424242,0.832912457912458,1,1,1,0.517241379310345,0.53030303030303,0.505050505050505,0.483290488431877,0.474747474747475,0.492424242424243,0.833123160992013,0.834175084175084,0.832912457912458
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113,12, low_bits_6, svd,1652,550,550,0.600290697674419,0.199854651162791,0.199854651162791, [0.94879518 0.92424242 0.91515152 0.92727273 0.92424242],0.75414364640884,0.756906077348066,0.912037037037037,0.980535279805353,0.975786924939467,0.980629539951574,0.778054862842893,0.88135593220339,0.756894182317911,0.794392523364486,0.918918918918919,0.753244770193923,0.91548726243429,0.952861952861953,0.912037037037037
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152,10, low_bits_4, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.53793103 0.52758621 0.53793103 0.49310345 0.49310345],0.49244060475162,0.49244060475162,0.558080808080808,0.616402116402116,0.642758620689655,0.6,0.523326572008114,0.5375,0.490723094170404,0.525252525252525,0.582959641255605,0.495646487294469,0.58,0.61026936026936,0.558080808080808
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154,10, low_bits_5, svdn,1434,478,478,0.6,0.2,0.2, [0.45138889 0.48611111 0.48951049 0.48251748 0.46153846],0.484076433121019,0.526539278131635,0.803872053872054,1,1,1,0.458797327394209,0.449781659388646,0.483155292504241,0.536382536382536,0.533057851239669,0.526354253130752,0.802876480541455,0.798821548821549,0.803872053872054
ensemble_model_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158,8, lab, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.85772358 0.82520325 0.86585366 0.87295082 0.79508197],0.865196078431373,0.919117647058824,0.898139079333986,0.903536977491961,0.916802610114192,0.902120717781403,0.869358669833729,0.933673469387755,0.867780130920293,0.925842696629214,0.971698113207547,0.916971505583366,0.901421800947868,0.931439764936337,0.898139079333986
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdn,40,80,120, zones, low_bits_4_shifted_2, svdn,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.47637795 0.53174603 0.57936508 0.56349206 0.47222222],0.50952380952381,0.533333333333333,0.801617507136061,0.988104678826328,0.987321711568938,0.98811410459588,0.466321243523316,0.473684210526316,0.506407322654462,0.533333333333333,0.518518518518518,0.533769063180828,0.798258345428157,0.79556412729026,0.801537932189731
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158,4, low_bits_5, svd,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.78703704 0.85849057 0.86792453 0.93396226 0.86792453],0.774011299435028,0.785310734463277,0.835214446952596,0.869230769230769,0.849624060150376,0.872180451127819,0.78021978021978,0.876543209876543,0.782021604938272,0.81,0.880434782608696,0.781393861892583,0.838137472283814,0.861047835990888,0.835445618219158
svm_model_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158,6, low_bits_2, svdne,924,308,308,0.6,0.2,0.2, [0.8172043  0.77419355 0.76630435 0.78804348 0.79347826],0.711038961038961,0.724025974025974,0.775324675324675,0.822680412371134,0.863636363636364,0.813852813852814,0.743515850144092,0.86,0.714810126582278,0.753623188405797,0.8125,0.720439189189189,0.791817087845969,0.852331606217617,0.775124136442142
ensemble_model_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154,12, lab, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.51075269 0.52702703 0.51081081 0.48378378 0.51351351],0.522900763358779,0.561068702290076,0.898989898989899,1,1,1,0.538745387453875,0.540740740740741,0.522338874307378,0.549019607843137,0.551181102362205,0.560775736366288,0.899074852817494,0.89983164983165,0.898989898989899
svm_model_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120,8, low_bits_6, svdne,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.90551181 0.88976378 0.91338583 0.95275591 0.91269841],0.765402843601896,0.748815165876777,0.887784090909091,0.974317817014446,0.957413249211356,0.974763406940063,0.803180914512922,0.948356807511737,0.763652087966395,0.786290322580645,0.946601941747573,0.753393563466379,0.894432071269488,0.95346628679962,0.88797015945269
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_4_shifted_2_svdne,16,142,158, zones, low_bits_4_shifted_2, svdne,678,226,226,0.6,0.2,0.2, [0.88235294 0.86029412 0.88970588 0.82352941 0.89552239],0.756637168141593,0.752212389380531,0.884070796460177,0.971014492753623,0.988200589970501,0.970501474926254,0.769874476987448,0.836363636363636,0.758699059561129,0.774193548387097,0.813559322033898,0.749372253609542,0.888700084961767,0.922398589065256,0.88393464089142
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svd,32,84,116, zones, lab, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.95       0.94166667 0.93611111 0.96089385 0.93575419],0.941379310344828,0.924137931034483,0.964646464646465,0.97456189937818,0.959910913140312,0.974944320712695,0.942760942760943,1,0.943333333333333,0.93167701863354,1,0.921428571428572,0.964824120603015,0.96969696969697,0.964646464646464
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1002,334,334,0.6,0.2,0.2, [0.82673267 0.8        0.845      0.865      0.79      ],0.754491017964072,0.721556886227545,0.837125748502994,0.903096903096903,0.902195608782435,0.903193612774451,0.738853503184713,0.662857142857143,0.759101527403414,0.666666666666667,0.588607594936709,0.7147583429229,0.829360100376412,0.792565947242206,0.837072447305314
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svd,4,148,152, zones, low_bits_6, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.75706215 0.81638418 0.78248588 0.75568182 0.78693182],0.816393442622951,0.79672131147541,0.864478114478115,0.882623705408515,0.868629671574179,0.884484711211778,0.819354838709677,0.894366197183099,0.821416227425905,0.816568047337278,0.846625766871166,0.793031193294738,0.865046102263202,0.868686868686869,0.864478114478115
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158,4, low_bits_5, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.86607143 0.90178571 0.83928571 0.88392857 0.83928571],0.790322580645161,0.763440860215054,0.88519313304721,0.955555555555556,0.921428571428571,0.957142857142857,0.797927461139896,0.802083333333333,0.789930555555556,0.758241758241758,0.793103448275862,0.7652385928248,0.883060109289617,0.872570194384449,0.885112389303099
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158,6, low_bits_4, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.7967033  0.81318681 0.79120879 0.80769231 0.81868132],0.693069306930693,0.676567656765677,0.771767810026385,0.824858757062147,0.802197802197802,0.82967032967033,0.695081967213115,0.683870967741935,0.693286835222319,0.675496688741722,0.662337662337662,0.676806415061449,0.768096514745308,0.75,0.771941489361702
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svd,4,196,200, zones, low_bits_4_shifted_2, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.66470588 0.70833333 0.69642857 0.66666667 0.7202381 ],0.682142857142857,0.689285714285714,0.802425106990014,0.87875150060024,0.869358669833729,0.880047505938242,0.673992673992674,0.61744966442953,0.686587427634612,0.701030927835052,0.653846153846154,0.693858560794045,0.801717967072298,0.771349862258953,0.8035743394135
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.84946237 0.86413043 0.85869565 0.88586957 0.84782609],0.693811074918567,0.758957654723127,0.841145833333333,0.914414414414414,0.880694143167028,0.917570498915401,0.686666666666667,0.691275167785235,0.693738849715402,0.765822784810127,0.733333333333333,0.761032863849765,0.837765957446809,0.812903225806452,0.841405620787588
ensemble_model_v2_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152, zones, lab, svdne,1668,556,556,0.6,0.2,0.2, [0.88622754 0.87724551 0.86227545 0.85928144 0.83433735],0.912429378531073,0.889830508474576,0.903198653198653,0.907940161104718,0.946043165467626,0.904076738609112,0.915989159891599,0.949438202247191,0.912219101123596,0.89544235924933,0.948863636363636,0.89016215526047,0.907258064516129,0.946969696969697,0.903198653198653
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116,12, low_bits_2, svd,1818,606,606,0.6,0.2,0.2, [0.80769231 0.8021978  0.79945055 0.83241758 0.82596685],0.82078853046595,0.824372759856631,0.815656565656566,0.822420115243583,0.863586358635864,0.813531353135313,0.85207100591716,0.993103448275862,0.813715903242409,0.845425867507887,1,0.831034482758621,0.829173166926677,0.894781144781145,0.815656565656566
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svd,26,87,113,12, low_bits_4_shifted_2, svd,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.88586957 0.88586957 0.88043478 0.89673913 0.88251366],0.736059479553903,0.758364312267658,0.912457912457912,0.960176991150442,0.944504896626768,0.960826985854189,0.757679180887372,0.895161290322581,0.74758064516129,0.782608695652174,0.806896551724138,0.754254727474972,0.913333333333333,0.922558922558923,0.912457912457912
ensemble_model_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113,12, lab, svdne,1884,628,628,0.6,0.2,0.2, [0.92857143 0.95238095 0.94148936 0.94680851 0.93085106],0.890243902439024,0.865853658536585,0.96043771043771,0.98175965665236,0.971337579617834,0.981953290870488,0.891566265060241,0.925,0.891071428571429,0.86530612244898,0.841269841269841,0.866468253968254,0.960135708227311,0.952861952861953,0.96043771043771
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158,6, low_bits_2, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.81318681 0.81318681 0.84065934 0.82417582 0.82417582],0.838283828382838,0.745874587458746,0.83311345646438,0.86120218579235,0.865934065934066,0.86043956043956,0.831615120274914,0.812080536912752,0.837858450274558,0.744186046511628,0.678787878787879,0.752437417654809,0.832116788321168,0.815344603381014,0.833375112935487
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,636,212,212,0.6,0.2,0.2, [0.8203125  0.875      0.859375   0.83333333 0.80952381],0.759433962264151,0.75,0.890566037735849,0.980769230769231,0.962264150943396,0.981132075471698,0.777292576419214,0.927083333333333,0.773886494252874,0.792156862745098,0.90990990990991,0.742083667826242,0.895306859205776,0.944761904761905,0.891072541165999
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120,8, low_bits_5, svdn,1158,386,386,0.6,0.2,0.2, [0.55603448 0.55603448 0.5862069  0.61637931 0.57391304],0.575129533678757,0.533678756476684,0.803626943005181,0.969108561341571,0.948186528497409,0.969775474956822,0.633928571428571,0.747368421052632,0.577765843179377,0.60352422907489,0.709844559585492,0.533678756476684,0.813759213759214,0.860706860706861,0.803803843576571
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svd,16,142,158,6, low_bits_4_shifted_2, svd,942,314,314,0.6,0.2,0.2, [0.86315789 0.92553191 0.91489362 0.88829787 0.90425532],0.665605095541401,0.636942675159236,0.81656050955414,0.924092409240924,0.89171974522293,0.926751592356688,0.722955145118733,0.925675675675675,0.679705307717356,0.721951219512195,0.822222222222222,0.60514096185738,0.830388692579505,0.882352941176471,0.815365835049973
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.8525641  0.80448718 0.86217949 0.80128205 0.84193548],0.821515892420538,0.828850855745721,0.872474747474747,0.899117276166456,0.915275994865212,0.897304236200257,0.843683083511777,0.907834101382488,0.815896217357911,0.835680751173709,0.927083333333333,0.834509408602151,0.877773295683743,0.915824915824916,0.872474747474747
ensemble_model_v2_N16_B142_E158_nb_zones_8_lab_svdne,16,142,158, zones, lab, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.85416667 0.85       0.82916667 0.80672269 0.86554622],0.839195979899497,0.814070351758794,0.884036144578313,0.922175732217573,0.921404682274248,0.922240802675585,0.823204419889503,0.780104712041885,0.836912259402585,0.815,0.815,0.814065656565656,0.88196218702095,0.872598584428716,0.883956321127618
svm_model_N4_B196_E200_nb_zones_4_lab_svd,4,196,200,4, lab, svd,674,224,224,0.600713012477718,0.199643493761141,0.199643493761141, [0.81617647 0.85294118 0.90298507 0.85074627 0.90298507],0.790178571428571,0.776785714285714,0.836007130124777,0.874095513748191,0.896142433234421,0.870919881305638,0.811244979919679,0.90990990990991,0.791238140795663,0.798387096774194,0.908256880733945,0.780215396888712,0.845117845117845,0.901256732495512,0.836469074212358
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.55       0.52       0.56       0.57       0.52013423],0.519362186788155,0.496583143507973,0.802609427609428,0.975184439973172,0.970627503337784,0.975300400534045,0.525842696629213,0.510917030567686,0.519744229569557,0.518518518518518,0.566666666666667,0.499490538573508,0.804175365344467,0.810606060606061,0.802609427609428
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152,10, low_bits_3, svdn,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.50974026 0.49350649 0.49675325 0.46753247 0.51623377],0.495215311004785,0.476076555023923,0.819023569023569,1,1,1,0.479012345679012,0.470873786407767,0.494870855468034,0.453865336658354,0.429245283018868,0.476758563839531,0.816709292412617,0.806397306397306,0.819023569023569
ensemble_model_v2_N4_B148_E152_nb_zones_8_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.74390244 0.76229508 0.75819672 0.76639344 0.79098361],0.773955773955774,0.791154791154791,0.818271119842829,0.847911741528763,0.880523731587561,0.842062193126023,0.766497461928934,0.798941798941799,0.775617688461725,0.812362030905077,0.85981308411215,0.78741949542395,0.825141776937618,0.86094674556213,0.818438147732141
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113,12, low_bits_2, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.49162011 0.56424581 0.48603352 0.46629213 0.47752809],0.515254237288136,0.515254237288136,0.87962962962963,1,1,1,0.511945392491467,0.490196078431373,0.516224799779066,0.518518518518518,0.542253521126761,0.516224799779066,0.87962962962963,0.87962962962963,0.87962962962963
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158,6, low_bits_4, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.70224719 0.71910112 0.75842697 0.72727273 0.76136364],0.674576271186441,0.701694915254237,0.840785907859079,0.941446613088404,0.925507900677201,0.942437923250564,0.701863354037267,0.748344370860927,0.672783296541575,0.714285714285714,0.769230769230769,0.703694331983806,0.843437708194537,0.858887381275441,0.840810402410386
svm_model_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120,10, lab, svdn,1446,482,482,0.6,0.2,0.2, [0.73103448 0.71724138 0.7137931  0.67013889 0.72916667],0.679569892473118,0.711827956989247,0.704124579124579,0.735182849936948,0.806362378976487,0.70954356846473,0.66815144766147,0.669642857142857,0.679219768820391,0.720833333333333,0.717842323651452,0.711599733254297,0.720477137176938,0.762626262626263,0.704124579124579
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158,4, low_bits_5, svdn,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.54       0.58       0.47959184 0.5        0.5       ],0.51219512195122,0.457317073170732,0.63625304136253,0.724576271186441,0.692307692307692,0.736842105263158,0.540229885057471,0.510869565217391,0.51237922705314,0.43312101910828,0.472222222222222,0.458937198067633,0.627646326276463,0.613138686131387,0.63625304136253
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113,12, low_bits_5, svd,1782,594,594,0.6,0.2,0.2, [0.83240223 0.86516854 0.87078652 0.87921348 0.85674157],0.646464646464646,0.707070707070707,0.910774410774411,0.988674971687429,0.97979797979798,0.988776655443322,0.695652173913044,0.779220779220779,0.641358641358641,0.709030100334448,0.741258741258741,0.708291708291708,0.912033195020747,0.925084175084175,0.910774410774411
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svdne,4,196,200,6, low_bits_4_shifted_2, svdne,822,274,274,0.6,0.2,0.2, [0.74096386 0.71341463 0.76829268 0.73170732 0.76219512],0.726277372262774,0.700729927007299,0.732116788321168,0.728682170542636,0.686131386861314,0.744525547445255,0.733096085409253,0.710344827586207,0.727265437048917,0.717241379310345,0.697986577181208,0.700993288590604,0.727137546468401,0.693617021276596,0.733274676051832
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116,12, low_bits_3, svd,1692,564,564,0.6,0.2,0.2, [0.86470588 0.85207101 0.81360947 0.81360947 0.82544379],0.769005847953216,0.830409356725146,0.833333333333333,0.849855072463768,0.866430260047281,0.84692671394799,0.783561643835617,0.817142857142857,0.767852865697177,0.838888888888889,0.904191616766467,0.832095808383234,0.838367346938775,0.864478114478115,0.833333333333333
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svd,4,148,152, zones, low_bits_5, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.76724138 0.77586207 0.74137931 0.76724138 0.8150289 ],0.752351097178683,0.74294670846395,0.861531986531987,0.901869158878505,0.888377445339471,0.903337169159954,0.756923076923077,0.759259259259259,0.752241094597782,0.751515151515152,0.789808917197452,0.743669890697492,0.861005492184199,0.857744107744108,0.861531986531987
ensemble_model_N4_B196_E200_nb_zones_4_lab_svd,4,196,200,4, lab, svd,576,192,192,0.6,0.2,0.2, [0.77586207 0.81034483 0.86206897 0.75438596 0.75438596],0.8125,0.880208333333333,0.857291666666667,0.86734693877551,0.885416666666667,0.864583333333333,0.810526315789474,0.77,0.814347826086956,0.867052023121387,0.824175824175824,0.877434446741377,0.855941114616194,0.849686847599165,0.857275856232015
svm_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdne,40,80,120,8, low_bits_4_shifted_2, svdne,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.92857143 0.94       0.92       0.948      0.936     ],0.726618705035971,0.757793764988009,0.882070949185043,0.975338106603023,0.979233226837061,0.975239616613418,0.740909090909091,0.75462962962963,0.725573521282476,0.772009029345372,0.834146341463415,0.759054302807179,0.885046728971963,0.904489016236867,0.881984642863381
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.68888889 0.79213483 0.70224719 0.79775281 0.79213483],0.801346801346801,0.713804713804714,0.838492597577389,0.897435897435897,0.94170403587444,0.89237668161435,0.819571865443425,0.875816993464052,0.799019607843137,0.746268656716418,0.822368421052632,0.711184210526316,0.849812265331665,0.904127829560586,0.837778200494579
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120,8, low_bits_6, svdne,1158,386,386,0.6,0.2,0.2, [0.95689655 0.96551724 0.92241379 0.9612069  0.95652174],0.772020725388601,0.782383419689119,0.906735751295337,0.993079584775086,0.991364421416235,0.993091537132988,0.775510204081633,0.787564766839378,0.772020725388601,0.786802030456853,0.828877005347593,0.783785236342138,0.907312049433573,0.91866527632951,0.906809466177113
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158,6, low_bits_6, svdn,930,310,310,0.6,0.2,0.2, [0.48924731 0.53763441 0.50537634 0.53225806 0.51612903],0.506451612903226,0.548387096774194,0.523870967741936,0.566699123661149,0.625806451612903,0.521505376344086,0.545994065281899,0.585987261146497,0.505411931226843,0.6045197740113,0.685897435897436,0.547494172494173,0.570430733410943,0.629820051413882,0.523459248504868
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svd,16,142,158,6, low_bits_4_shifted_2, svd,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.85365854 0.79878049 0.89634146 0.8902439  0.88271605],0.735294117647059,0.735294117647059,0.84654919236417,0.919454770755886,0.907090464547677,0.920537897310514,0.729323308270677,0.729323308270677,0.735165251257641,0.746478873239437,0.809160305343511,0.737913486005089,0.845983787767133,0.852897473997028,0.846622902455698
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120,10, low_bits_3, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.62251656 0.62582781 0.69666667 0.6        0.65333333],0.653669724770642,0.674311926605505,0.831228956228956,0.928947368421053,0.938829787234042,0.928191489361702,0.684759916492693,0.725663716814159,0.650927096502318,0.705394190871369,0.80952380952381,0.679098187947745,0.838371624345022,0.875420875420875,0.831228956228956
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdn,32,84,116,10, low_bits_4_shifted_2, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.50666667 0.57666667 0.52333333 0.53333333 0.55369128],0.44874715261959,0.455580865603645,0.797558922558923,1,1,1,0.437209302325581,0.423423423423423,0.449038900651804,0.426858513189448,0.410138248847926,0.455069124423963,0.794882729211087,0.784511784511784,0.797558922558923
ensemble_model_v2_N4_B196_E200_nb_zones_4_lab_svd,4,196,200, zones, lab, svd,552,184,184,0.6,0.2,0.2, [0.92857143 0.92727273 0.90909091 0.89090909 0.88181818],0.804347826086956,0.842391304347826,0.902173913043478,0.954954954954955,0.960144927536232,0.954710144927536,0.816326530612245,0.898876404494382,0.807332939089296,0.859903381642512,0.89,0.837857142857143,0.906054279749478,0.933333333333333,0.901831501831502
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152,10, low_bits_4, svdn,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.51369863 0.5        0.52739726 0.45172414 0.44137931],0.491304347826087,0.560869565217391,0.816498316498316,1,1,1,0.516528925619835,0.525210084033613,0.490082519494284,0.553097345132743,0.563063063063063,0.560943296237414,0.817725752508361,0.823232323232323,0.816498316498316
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158,8, low_bits_3, svd,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.79844961 0.8046875  0.80078125 0.76171875 0.82421875],0.791569086651054,0.779859484777517,0.797752808988764,0.815418828762046,0.858034321372855,0.805772230889236,0.796338672768879,0.787330316742081,0.791723410798225,0.766169154228856,0.78974358974359,0.78064765694076,0.802559414990859,0.830652790917692,0.798088211955602
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158,4, low_bits_5, svdn,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.53508772 0.50877193 0.55263158 0.5        0.54464286],0.452127659574468,0.430851063829787,0.777070063694268,1,1,1,0.502415458937198,0.541666666666667,0.45018115942029,0.462311557788945,0.48421052631579,0.430277306168647,0.78395061728395,0.80379746835443,0.776898734177215
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdne,8,146,154,12, low_bits_4_shifted_2, svdne,1812,604,604,0.6,0.2,0.2, [0.77747253 0.78176796 0.78729282 0.72375691 0.75138122],0.75177304964539,0.808510638297872,0.772306397306397,0.772504091653028,0.781456953642384,0.769867549668874,0.77124183006536,0.836879432624114,0.75177304964539,0.825806451612903,0.907801418439716,0.808510638297872,0.779093507554104,0.803030303030303,0.772306397306397
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120,10, low_bits_4, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.81       0.80333333 0.77333333 0.81666667 0.80201342],0.635535307517084,0.665148063781321,0.869528619528619,0.997993311036789,0.995994659546061,0.997997329773031,0.686274509803922,0.810185185185185,0.638276449094835,0.711198428290766,0.811659192825112,0.662774040857,0.876690533015115,0.927609427609428,0.86952861952862
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.62650602 0.71084337 0.70481928 0.69879518 0.69879518],0.717391304347826,0.731884057971014,0.858176555716353,0.947494033412888,0.956626506024096,0.946987951807229,0.717391304347826,0.707142857142857,0.717542016806723,0.717557251908397,0.723076923076923,0.731401475237092,0.857558139534884,0.861313868613139,0.85820356271403
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svdne,4,196,200,6, low_bits_4_shifted_2, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.66847826 0.7826087  0.77173913 0.74456522 0.71195652],0.72875816993464,0.741830065359477,0.836814621409922,0.904555314533622,0.906521739130435,0.904347826086956,0.741433021806854,0.815068493150685,0.732534246575342,0.766961651917404,0.828025477707006,0.739516094558201,0.84197218710493,0.872870249017038,0.836955280555333
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154,10, low_bits_4, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.5        0.5        0.48675497 0.50993377 0.56953642],0.524249422632794,0.48729792147806,0.542929292929293,0.607398568019093,0.674172185430464,0.564238410596026,0.588,0.639130434782609,0.516609552366674,0.525641025641026,0.605911330049261,0.494260012850717,0.589258698940999,0.655723905723906,0.542929292929293
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.48648649 0.54761905 0.52040816 0.53061224 0.49659864],0.475663716814159,0.484513274336283,0.78956228956229,0.979508196721311,0.974184782608696,0.979619565217391,0.460136674259681,0.485576923076923,0.476395018915511,0.498924731182796,0.475409836065574,0.485301071878941,0.788851351351351,0.786195286195286,0.78956228956229
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116,10, low_bits_4, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.81493506 0.80519481 0.83441558 0.81168831 0.85064935],0.636363636363636,0.619617224880383,0.813973063973064,0.911903160726294,0.88051948051948,0.914935064935065,0.675213675213675,0.728110599078341,0.632712015957081,0.625882352941176,0.661691542288557,0.62116835178944,0.814285714285714,0.815656565656566,0.813973063973064
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,1446,482,482,0.6,0.2,0.2, [0.50689655 0.52413793 0.5        0.47916667 0.49652778],0.505376344086022,0.481720430107527,0.798821548821549,0.995142262317835,0.991701244813278,0.995159059474412,0.486607142857143,0.482300884955752,0.504748768837709,0.488322717622081,0.481171548117155,0.481736216536453,0.797457627118644,0.792087542087542,0.798821548821549
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116,10, low_bits_5, svdn,1554,518,518,0.6,0.2,0.2, [0.57051282 0.57371795 0.61935484 0.60322581 0.58387097],0.569343065693431,0.574209245742092,0.840488215488215,0.982341399607587,0.966537966537966,0.982625482625482,0.657640232108317,0.833333333333333,0.571256038647343,0.656188605108055,0.806763285024155,0.572499289570901,0.851663405088063,0.915824915824916,0.840488215488215
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.46959459 0.51351351 0.46258503 0.51360544 0.47619048],0.503325942350333,0.496674057649667,0.808501683501683,0.997286295793758,0.997286295793758,0.997286295793758,0.490909090909091,0.484304932735426,0.503117378648415,0.475750577367206,0.451754385964912,0.497177641412949,0.806135492117597,0.796296296296296,0.808501683501683
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.62068966 0.47413793 0.56034483 0.5        0.5       ],0.494791666666667,0.520833333333333,0.793139293139293,0.982876712328767,0.993079584775086,0.982698961937716,0.535885167464115,0.602150537634409,0.498044965786901,0.549019607843137,0.583333333333333,0.520833333333333,0.800401203610832,0.834728033472803,0.793397074587641
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svd,16,142,158, zones, low_bits_4_shifted_2, svd,882,294,294,0.6,0.2,0.2, [0.85955056 0.89772727 0.88068182 0.85795455 0.84659091],0.714285714285714,0.680272108843537,0.849659863945578,0.950631458094145,0.938775510204082,0.95124716553288,0.751479289940828,0.846666666666667,0.711527777777778,0.725146198830409,0.821192052980132,0.676330292224332,0.857511283043198,0.896226415094339,0.849212108646071
svm_model_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200,4, lab, svdne,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.890625   0.828125   0.859375   0.8046875  0.82539683],0.820754716981132,0.811320754716981,0.833333333333333,0.847457627118644,0.862068965517241,0.844827586206896,0.820754716981132,0.836538461538462,0.821047008547009,0.818181818181818,0.825688073394495,0.810902289124432,0.836262719703978,0.849624060150376,0.833302596112924
svm_model_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154,10, low_bits_6, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.84693878 0.78911565 0.78231293 0.79452055 0.81849315],0.797802197802198,0.83956043956044,0.816498316498316,0.812456747404844,0.800818553888131,0.815143246930423,0.779904306220096,0.696581196581196,0.800779286073404,0.811369509043928,0.710407239819005,0.835972850678733,0.806222222222222,0.763468013468014,0.816498316498316
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116,10, low_bits_6, svdn,1554,518,518,0.6,0.2,0.2, [0.63461538 0.59935897 0.58387097 0.60645161 0.59032258],0.532846715328467,0.454987834549878,0.819023569023569,0.990979381443299,0.989703989703989,0.990990990990991,0.604938271604938,0.693396226415094,0.527602635820613,0.521367521367521,0.613065326633166,0.459834550109036,0.828411811652035,0.873737373737374,0.819023569023569
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158,6, low_bits_6, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.52409639 0.51807229 0.51204819 0.56024096 0.47590361],0.5,0.5,0.800289435600579,1,1,1,0.481203007518797,0.474074074074074,0.499448384554768,0.485074626865672,0.485074626865672,0.499579566953963,0.797653958944282,0.7953216374269,0.800239615275055
svm_model_N16_B142_E158_nb_zones_10_lab_svd,16,142,158,10, lab, svd,1404,468,468,0.6,0.2,0.2, [0.82269504 0.85460993 0.83928571 0.83928571 0.85      ],0.873931623931624,0.863247863247863,0.92008547008547,0.954022988505747,0.945868945868946,0.954415954415954,0.884086444007859,0.953389830508475,0.873246639392168,0.873015873015873,0.982142857142857,0.868120608899297,0.922245322245322,0.954388984509466,0.92031843113419
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svd,26,87,113, zones, low_bits_6, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.91428571 0.94285714 0.94571429 0.92571429 0.93390805],0.678343949044586,0.71656050955414,0.896464646464647,0.967517401392111,0.954233409610984,0.967963386727689,0.703812316715543,0.779220779220779,0.68023538961039,0.749295774647887,0.83125,0.714326298701299,0.898347107438017,0.914983164983165,0.896464646464647
svm_model_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158,4, low_bits_5, svdne,564,188,188,0.6,0.2,0.2, [0.92982456 0.92982456 0.92857143 0.92857143 0.9375    ],0.781914893617021,0.734042553191489,0.870212765957447,0.946826758147513,0.978723404255319,0.945035460992908,0.817777777777778,0.85981308411215,0.769412714895581,0.774774774774775,0.88659793814433,0.729013254786451,0.881553398058252,0.934156378600823,0.867959246569134
ensemble_model_v2_N26_B87_E113_nb_zones_12_lab_svdne,26,87,113, zones, lab, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.9454023  0.94797688 0.93063584 0.93063584 0.95375723],0.922360248447205,0.875776397515528,0.959175084175084,0.981416957026713,0.975750577367206,0.981524249422633,0.927113702623907,0.952095808383234,0.921209194514197,0.874213836477987,0.896774193548387,0.876530809349044,0.959295006294587,0.962121212121212,0.959175084175084
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_shifted_2_svdne,4,196,200, zones, low_bits_4_shifted_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.65957447 0.71276596 0.69892473 0.69354839 0.70430108],0.697749196141479,0.762057877813505,0.80012853470437,0.843715846994536,0.826552462526767,0.846895074946467,0.70440251572327,0.717948717948718,0.697684036393714,0.786127167630058,0.85,0.759437086092715,0.803039898670044,0.80970625798212,0.800066583066092
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158,8, low_bits_2, svd,1146,382,382,0.6,0.2,0.2, [0.76521739 0.80434783 0.8173913  0.78508772 0.76315789],0.683246073298429,0.727748691099476,0.81413612565445,0.891666666666667,0.933682373472949,0.886561954624782,0.693670886075949,0.717277486910995,0.683246073298429,0.730569948186529,0.742105263157895,0.727823464912281,0.820797576981323,0.852201257861635,0.814175942738349
ensemble_model_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200,4, lab, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.80357143 0.80357143 0.76363636 0.72727273 0.71818182],0.798913043478261,0.875,0.848156182212581,0.85663082437276,0.862815884476534,0.855595667870036,0.826291079812207,0.814814814814815,0.79556530214425,0.888888888888889,0.893203883495146,0.872527867673499,0.856850715746421,0.858606557377049,0.847506043665483
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.49655172 0.49652778 0.50347222 0.50694444 0.45833333],0.490364025695931,0.466809421841542,0.790824915824916,0.993065187239944,0.993065187239944,0.993065187239944,0.491452991452992,0.469387755102041,0.491450634307777,0.459869848156182,0.477477477477478,0.467310167310167,0.790383804301982,0.788720538720539,0.790824915824916
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.65217391 0.6173913  0.62173913 0.58695652 0.59649123],0.581151832460733,0.56020942408377,0.807008368200837,0.965046888320546,0.986062717770035,0.964285714285714,0.642857142857143,0.742268041237113,0.578580829129195,0.616438356164384,0.681818181818182,0.555583003952569,0.820786789703739,0.874741200828157,0.806292376312599
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152,12, low_bits_6, svdn,1806,602,602,0.6,0.2,0.2, [0.48066298 0.48618785 0.46132597 0.48611111 0.50833333],0.508771929824561,0.480701754385965,0.527356902356902,0.517061885482938,0.495016611295681,0.53765227021041,0.489051094890511,0.471830985915493,0.508642765685019,0.463768115942029,0.447552447552448,0.48081847729735,0.507240017551558,0.486531986531987,0.527356902356902
ensemble_model_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158,4, low_bits_5, svdne,606,202,202,0.6,0.2,0.2, [0.94262295 0.93442623 0.89344262 0.925      0.88333333],0.732673267326733,0.762376237623762,0.881188118811881,0.970779220779221,0.986798679867987,0.97029702970297,0.754545454545455,0.821782178217822,0.732673267326732,0.785714285714286,0.838095238095238,0.759253804614629,0.886792452830189,0.923379174852652,0.880851264073033
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158,6, low_bits_4, svdn,912,304,304,0.6,0.2,0.2, [0.52173913 0.53296703 0.52747253 0.45054945 0.47802198],0.523026315789474,0.457236842105263,0.555263157894737,0.598684210526316,0.598684210526316,0.598684210526316,0.494773519163763,0.482993197278912,0.521751375709519,0.432989690721649,0.391304347826087,0.461386439647309,0.546308724832215,0.532722513089005,0.555382420565667
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.91949153 0.92372881 0.94067797 0.91949153 0.93220339],0.811704834605598,0.814249363867684,0.909969481180061,0.974182444061962,0.959322033898305,0.974576271186441,0.826291079812206,0.842105263157895,0.809639588100687,0.820638820638821,0.878947368421053,0.81632097485092,0.911278195488722,0.919110212335693,0.909913345676546
ensemble_model_v2_N4_B196_E200_nb_zones_4_lab_svdne,4,196,200, zones, lab, svdne,564,188,188,0.6,0.2,0.2, [0.81578947 0.81578947 0.75       0.78571429 0.71428571],0.76063829787234,0.808510638297872,0.851063829787234,0.893309222423146,0.875886524822695,0.895390070921986,0.782608695652174,0.84375,0.75883152173913,0.8125,0.857142857142857,0.810014727540501,0.852941176470588,0.865671641791045,0.851094844250087
svm_model_N26_B137_E163_nb_zones_4_lab_svd,26,137,163,4, lab, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.925      0.925      0.88333333 0.89830508 0.86440678],0.863636363636364,0.828282828282828,0.884072580645161,0.909090909090909,0.906040268456376,0.909395973154362,0.878923766816144,0.882882882882883,0.860981671326499,0.836538461538462,0.90625,0.830575980392157,0.887804878048781,0.900990099009901,0.883759936568605
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdne,40,80,120,8, low_bits_4_shifted_2, svdne,1200,400,400,0.6,0.2,0.2, [0.90833333 0.90833333 0.9        0.93333333 0.90833333],0.7625,0.7425,0.8825,0.968776371308017,0.956666666666667,0.969166666666667,0.776470588235294,0.816831683168317,0.761951195119512,0.756501182033097,0.776699029126214,0.741442298068261,0.884407279881948,0.891865079365079,0.882424475166411
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113,12, low_bits_4, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.57923497 0.53278689 0.59562842 0.55737705 0.6043956 ],0.478102189781022,0.562043795620438,0.580387205387205,0.68059181897302,0.855579868708971,0.598468271334792,0.59025787965616,0.751824817518248,0.478102189781022,0.640718562874251,0.781021897810219,0.562043795620438,0.665548473666555,0.835016835016835,0.580387205387205
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158,8, low_bits_3, svd,1284,428,428,0.6,0.2,0.2, [0.79069767 0.79069767 0.7734375  0.82421875 0.79296875],0.780373831775701,0.808411214953271,0.844859813084112,0.880733944954128,0.897196261682243,0.878504672897196,0.785388127853881,0.757709251101322,0.781839700177526,0.796019900497512,0.788177339901478,0.807422003284072,0.845437616387337,0.847014925373134,0.844855777293309
ensemble_model_v2_N16_B142_E158_nb_zones_4_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.90909091 0.87037037 0.87037037 0.87037037 0.86111111],0.772222222222222,0.766666666666667,0.880266075388027,0.952741020793951,0.929889298892989,0.953874538745387,0.763005780346821,0.785714285714286,0.773065476190476,0.776595744680851,0.839080459770115,0.769002595476455,0.878651685393258,0.884615384615385,0.880351170568562
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152,10, low_bits_2, svd,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.80357143 0.81428571 0.80714286 0.82733813 0.86330935],0.720430107526882,0.694623655913978,0.775580395528805,0.822443181818182,0.829512893982808,0.820916905444126,0.723404255319149,0.748898678414097,0.721087994669233,0.724806201550388,0.769547325102881,0.691079968857747,0.781954887218045,0.801369863013699,0.775469042042255
svm_model_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154,10, low_bits_5, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.82236842 0.82565789 0.81578947 0.87171053 0.86513158],0.703271028037383,0.717289719626168,0.803451178451178,0.852723604572966,0.834210526315789,0.855921052631579,0.739219712525667,0.853080568720379,0.705342127678162,0.750515463917526,0.838709677419355,0.715563369515365,0.810085400569337,0.838383838383838,0.803451178451178
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdne,16,142,158,6, low_bits_4_shifted_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.85638298 0.79787234 0.77956989 0.82795699 0.8172043 ],0.745980707395498,0.762057877813505,0.831619537275064,0.882416396979504,0.875802997858672,0.883297644539615,0.777464788732394,0.890322580645161,0.746443341604632,0.77710843373494,0.865771812080537,0.766219239373602,0.837670384138785,0.876783398184176,0.832022272340496
ensemble_model_N26_B137_E163_nb_zones_4_lab_svd,26,137,163,4, lab, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.8671875 0.90625   0.9375    0.8984375 0.8828125],0.826291079812207,0.873239436619718,0.927767354596623,0.97933227344992,0.9625,0.9796875,0.838427947598253,0.857142857142857,0.824611032531825,0.868292682926829,0.881188118811881,0.873629773691655,0.927563499529633,0.924953095684803,0.927767354596623
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152,12, low_bits_5, svdn,1704,568,568,0.6,0.2,0.2, [0.51461988 0.47953216 0.50882353 0.46764706 0.48823529],0.514880952380952,0.49702380952381,0.510521885521885,0.306922435362802,0.215962441314554,0.512323943661972,0.275555555555556,0.19375,0.500284090909091,0.268398268398268,0.176136363636364,0.513068181818182,0.297280966767372,0.207070707070707,0.510521885521886
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.57216495 0.5        0.5257732  0.57731959 0.58762887],0.48297213622291,0.470588235294118,0.780940594059406,0.983539094650206,0.985567010309278,0.983505154639175,0.489296636085627,0.493827160493827,0.48293842496741,0.477064220183486,0.478527607361963,0.470513803680982,0.782287822878229,0.785185185185185,0.780930061575223
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116,12, low_bits_2, svd,1722,574,574,0.6,0.2,0.2, [0.82080925 0.84011628 0.84302326 0.85465116 0.82267442],0.743119266055046,0.795107033639144,0.849747474747475,0.882687927107062,0.900116144018583,0.880371660859466,0.723684210526316,0.683229813664596,0.742217316470852,0.788643533123028,0.753012048192771,0.795760682481479,0.849810685738326,0.85016835016835,0.849747474747475
svm_model_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154,10, low_bits_3, svdne,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.83666667 0.79194631 0.82550336 0.82214765 0.80201342],0.735294117647059,0.782805429864253,0.79503367003367,0.814111261872456,0.804289544235925,0.816353887399464,0.73589164785553,0.751152073732719,0.735576036866359,0.783783783783784,0.773333333333333,0.782980030721966,0.793731469716222,0.788720538720539,0.79503367003367
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svdn,8,146,154, zones, lab, svdn,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.49726776 0.53005464 0.53005464 0.47802198 0.50549451],0.483636363636364,0.483636363636364,0.876262626262626,0.994547437295529,0.998904709748083,0.994523548740416,0.481751824817518,0.496240601503759,0.484035793709626,0.481751824817518,0.464788732394366,0.484274065445303,0.876574307304786,0.878787878787879,0.876262626262626
svm_model_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154,10, low_bits_2, svdne,1506,502,502,0.6,0.2,0.2, [0.78476821 0.7384106  0.78476821 0.82666667 0.81333333],0.781609195402299,0.786206896551724,0.78956228956229,0.799485861182519,0.826029216467463,0.792828685258964,0.755784061696658,0.671232876712329,0.782375697615424,0.750670241286863,0.648148148148148,0.785261288685946,0.784296807592752,0.765151515151515,0.78956228956229
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svd,4,196,200,8, low_bits_4_shifted_2, svd,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.71681416 0.73893805 0.76548673 0.79017857 0.79464286],0.698666666666667,0.661333333333333,0.729211087420043,0.758558558558559,0.747779751332149,0.761989342806394,0.624584717607973,0.549707602339181,0.686618507051944,0.629737609329446,0.534653465346535,0.671951010129915,0.710376282782212,0.665598290598291,0.729075741043826
svm_model_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116,12, lab, svdn,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.68895349 0.68604651 0.6374269  0.65497076 0.67836257],0.722054380664653,0.716012084592145,0.71506734006734,0.752893809763462,0.872812135355892,0.713535589264877,0.762886597938144,0.919254658385093,0.727274388016076,0.757731958762886,0.864705882352941,0.711856046766533,0.754976474846182,0.877946127946128,0.71506734006734
svm_model_N4_B196_E200_nb_zones_6_lab_svd,4,196,200,6, lab, svd,1004,334,334,0.600478468899521,0.199760765550239,0.199760765550239, [0.83168317 0.84653465 0.79       0.84       0.795     ],0.838323353293413,0.787425149700599,0.822966507177033,0.840037418147801,0.894422310756972,0.829681274900398,0.850828729281768,0.916666666666667,0.83785140562249,0.803324099722992,0.852941176470588,0.78622668579627,0.834821428571429,0.89047619047619,0.822641941391941
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdne,8,146,154,12, low_bits_4_shifted_2, svdne,1890,630,630,0.6,0.2,0.2, [0.8015873  0.78835979 0.74603175 0.80952381 0.7989418 ],0.691358024691358,0.716049382716049,0.86489898989899,0.906793048973144,0.911111111111111,0.906349206349206,0.647887323943662,0.575,0.689939024390244,0.693333333333333,0.634146341463415,0.717073170731708,0.862644415917843,0.848484848484848,0.86489898989899
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154,10, low_bits_6, svdne,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.85534591 0.81962025 0.82278481 0.77848101 0.8164557 ],0.765743073047859,0.773299748110831,0.851430976430976,0.890745501285347,0.876106194690265,0.892541087231353,0.769230769230769,0.752427184466019,0.766265948253952,0.756756756756757,0.732984293193717,0.771831952422101,0.848432803778446,0.831649831649832,0.851430976430976
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svd,26,87,113, zones, low_bits_4_shifted_2, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.89285714 0.89835165 0.8480663  0.90883978 0.8839779 ],0.750889679715302,0.772241992882562,0.915824915824916,0.962879640044994,0.943770672546858,0.96361631753032,0.763513513513514,0.753333333333333,0.750712468193384,0.764705882352941,0.793893129770992,0.773613231552163,0.914748508098892,0.903198653198653,0.915824915824916
ensemble_model_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120,10, lab, svdn,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.68794326 0.71428571 0.73571429 0.67857143 0.71428571],0.691648822269807,0.691648822269807,0.794948630136986,0.868184955141477,0.897289586305278,0.86376604850214,0.678571428571429,0.684684684684685,0.691321934179077,0.708502024291498,0.717213114754098,0.690445122399471,0.799665411961522,0.819194515852614,0.79496937084333
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158,6, low_bits_4, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.52380952 0.50595238 0.50595238 0.44642857 0.54819277],0.46236559139785,0.526881720430108,0.797994269340974,1,1,1,0.516129032258065,0.50314465408805,0.455738993710692,0.557046979865772,0.633587786259542,0.533010109345987,0.804979253112033,0.820874471086037,0.797627919676934
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.52027027 0.52702703 0.55782313 0.51360544 0.51360544],0.501108647450111,0.516629711751663,0.808922558922559,0.992532247114732,0.991858887381276,0.992537313432836,0.477958236658933,0.461883408071749,0.500678546141138,0.485849056603774,0.451754385964912,0.517357013610259,0.804982817869416,0.788720538720539,0.808922558922559
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158,8, low_bits_2, svd,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.84033613 0.79411765 0.78991597 0.75847458 0.80084746],0.810126582278481,0.8,0.858805668016194,0.896437448218724,0.912310286677909,0.89460370994941,0.80719794344473,0.805128205128205,0.810064102564103,0.8,0.786069651741293,0.800251320716007,0.8598694123556,0.865520728008089,0.85879886451063
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158,6, low_bits_5, svd,924,308,308,0.6,0.2,0.2, [0.85483871 0.87634409 0.88586957 0.89673913 0.85869565],0.701298701298701,0.724025974025974,0.827922077922078,0.907563025210084,0.935064935064935,0.904761904761905,0.726190476190476,0.818791946308725,0.704993457431092,0.753623188405797,0.833333333333333,0.722587719298246,0.837721984078383,0.891786179921773,0.828169933427898
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdne,16,142,158,6, low_bits_4_shifted_2, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.80232558 0.85465116 0.82352941 0.77058824 0.85882353],0.76056338028169,0.714788732394366,0.862165963431786,0.944510035419126,0.936768149882904,0.944964871194379,0.777777777777778,0.875,0.765202702702703,0.737864077669903,0.850746268656716,0.722039800995025,0.86593707250342,0.908177905308465,0.863054469895612
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154,10, low_bits_4, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.48275862 0.51736111 0.48958333 0.52083333 0.51041667],0.531049250535332,0.505353319057816,0.810606060606061,1,1,1,0.535031847133758,0.536170212765957,0.531016140865737,0.515723270440252,0.530172413793103,0.505511738811445,0.811715481171548,0.816498316498316,0.810606060606061
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svd,26,137,163, zones, lab, svd,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.90441176 0.90441176 0.875      0.8880597  0.90298507],0.831111111111111,0.826666666666667,0.907637655417407,0.960235640648012,0.964497041420118,0.960059171597633,0.819047619047619,0.774774774774775,0.830369843527738,0.813397129186603,0.765765765765766,0.825865339023234,0.90528233151184,0.8875,0.907530918727915
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120,10, low_bits_2, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.62328767 0.58561644 0.54482759 0.53103448 0.59310345],0.577006507592191,0.605206073752712,0.582491582491582,0.603992273019961,0.645116918844567,0.577028885832187,0.59958932238193,0.637554585152838,0.577397982231592,0.636,0.685344827586207,0.604681147417558,0.609448818897638,0.651515151515152,0.582491582491582
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svd,26,87,113, zones, low_bits_5, svd,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.80769231 0.85798817 0.85207101 0.84911243 0.86982249],0.728862973760933,0.75801749271137,0.918771043771044,0.989886972040452,0.984615384615385,0.989940828402367,0.699029126213592,0.650602409638554,0.726431148322102,0.750750750750751,0.706214689265537,0.759733850656865,0.916917778734395,0.896464646464647,0.918771043771044
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116,10, low_bits_4, svdne,1422,474,474,0.6,0.2,0.2, [0.83216783 0.78521127 0.80985915 0.8028169  0.8028169 ],0.677215189873418,0.677215189873418,0.843037974683544,0.953389830508475,0.949367088607595,0.953586497890295,0.720292504570384,0.788,0.670785714285714,0.697029702970297,0.785714285714286,0.682857142857143,0.849270664505672,0.884388185654009,0.843037974683544
svm_model_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120,8, low_bits_5, svdne,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.83944954 0.87614679 0.86697248 0.83944954 0.88073394],0.59504132231405,0.644628099173554,0.807819383259912,0.930009587727709,0.889908256880734,0.93302752293578,0.644067796610169,0.76878612716763,0.602814116215394,0.686131386861314,0.774725274725275,0.644268714710704,0.813069094804499,0.843333333333333,0.808129548762737
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svdn,26,87,113, zones, low_bits_3, svdn,1818,606,606,0.6,0.2,0.2, [0.56318681 0.54945055 0.5521978  0.5        0.56629834],0.530465949820789,0.544802867383513,0.857323232323232,0.955322669608384,0.952695269526953,0.955445544554455,0.567656765676568,0.581081081081081,0.527181761914586,0.551236749116608,0.595419847328244,0.547709923664122,0.858691121300542,0.867003367003367,0.857323232323232
ensemble_model_N16_B142_E158_nb_zones_10_lab_svd,16,142,158,10, lab, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.92258065 0.88064516 0.9        0.91233766 0.9025974 ],0.848192771084337,0.821686746987952,0.897727272727273,0.933997509339975,0.970245795601552,0.93143596377749,0.853828306264501,0.893203883495146,0.848515817345659,0.831818181818182,0.875598086124402,0.821294188693269,0.901897456600727,0.94023569023569,0.897727272727273
svm_model_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158,6, low_bits_6, svdne,906,302,302,0.6,0.2,0.2, [0.85164835 0.83516484 0.80769231 0.88333333 0.87222222],0.771523178807947,0.798013245033113,0.827152317880795,0.860192102454642,0.88962472406181,0.855408388520971,0.785046728971963,0.906474820143885,0.781458268967648,0.816816816816817,0.900662251655629,0.798013245033113,0.835952231301068,0.895020188425303,0.828214135933642
ensemble_model_N4_B196_E200_nb_zones_6_lab_svd,4,196,200,6, lab, svd,810,270,270,0.6,0.2,0.2, [0.77160494 0.81481481 0.7962963  0.79012346 0.74074074],0.837037037037037,0.840740740740741,0.85037037037037,0.859241126070991,0.866666666666667,0.858024691358025,0.824,0.811023622047244,0.835581741093552,0.832684824902724,0.829457364341085,0.84026059706416,0.847432024169184,0.848714069591528,0.850336715492426
svm_model_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152,10, low_bits_3, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.81089744 0.79807692 0.79807692 0.78387097 0.83225806],0.768292682926829,0.751219512195122,0.798821548821549,0.825357364822871,0.853470437017995,0.819408740359897,0.754521963824289,0.705314009661836,0.768913162466386,0.725806451612903,0.665024630541872,0.750386711406202,0.798141891891892,0.795454545454545,0.798821548821549
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120,10, low_bits_4, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.79333333 0.81       0.81666667 0.78333333 0.80872483],0.763097949886105,0.708428246013667,0.859848484848485,0.933333333333334,0.94392523364486,0.932576769025367,0.775862068965517,0.837209302325581,0.764586794019934,0.738775510204082,0.808035714285714,0.706343438538206,0.865127582017011,0.898989898989899,0.859848484848485
svm_model_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163,4, lab, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.55263158 0.57017544 0.56140351 0.61403509 0.50892857],0.529100529100529,0.534391534391534,0.630021141649049,0.687160940325497,0.669014084507042,0.695422535211268,0.529100529100529,0.515463917525773,0.529471089197669,0.526881720430108,0.475728155339806,0.540189659065252,0.622844827586207,0.597107438016529,0.630804801259347
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdn,32,84,116, zones, low_bits_4_shifted_2, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.55944056 0.51748252 0.53846154 0.50699301 0.55594406],0.482029598308668,0.448202959830867,0.784511784511784,0.995804195804196,0.995804195804196,0.995804195804196,0.52054794520548,0.563559322033898,0.482201601945219,0.459627329192547,0.468354430379747,0.448160266037331,0.788778877887789,0.804713804713805,0.784511784511784
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.8452381  0.81746032 0.76984127 0.80555556 0.82      ],0.806682577565632,0.77326968973747,0.866889312977099,0.918189038919778,0.918918918918919,0.9181240063593,0.828752642706131,0.890909090909091,0.802238465052535,0.786516853932584,0.888324873096447,0.779748022133809,0.871841984382177,0.907265774378585,0.866966220522626
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_4_shifted_2_svdne,40,80,120, zones, low_bits_4_shifted_2, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.91666667 0.94583333 0.93333333 0.94537815 0.94537815],0.771356783919598,0.761306532663317,0.899598393574297,0.988175675675675,0.978260869565217,0.988294314381271,0.797327394209354,0.873170731707317,0.768191583470239,0.783599088838269,0.882051282051282,0.763685739547809,0.903474903474904,0.937875751503006,0.899521376757539
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_shifted_2_svdne,16,142,158, zones, low_bits_4_shifted_2, svdne,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.80588235 0.85882353 0.79166667 0.81547619 0.88095238],0.768683274021352,0.772241992882562,0.886201991465149,0.964244521337947,0.990521327014218,0.963270142180095,0.797507788161994,0.920863309352518,0.770290809605837,0.792207792207792,0.835616438356164,0.769660071029934,0.893048128342246,0.944837340876945,0.885866452984967
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svd,32,84,116, zones, low_bits_3, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.79096045 0.81920904 0.81638418 0.78248588 0.80113636],0.851973684210526,0.799342105263158,0.877104377104377,0.896895787139689,0.915158371040724,0.894796380090498,0.848484848484848,0.834437086092715,0.851859065922175,0.79734219269103,0.784313725490196,0.799441630957018,0.878434637801832,0.888047138047138,0.877104377104377
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154,10, low_bits_5, svdne,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.85472973 0.86824324 0.81081081 0.81418919 0.79931973],0.775055679287305,0.77728285077951,0.875,0.936507936507936,0.958051420838972,0.935047361299053,0.779956427015251,0.781659388646288,0.774920603414053,0.776785714285714,0.790909090909091,0.777550615323541,0.877221992558908,0.893097643097643,0.875
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.65540541 0.63513514 0.625      0.63175676 0.60544218],0.608017817371938,0.594654788418708,0.803872053872054,0.92741935483871,0.933694181326116,0.926928281461434,0.639344262295082,0.687224669603524,0.607125848315276,0.622406639004149,0.675675675675676,0.595547088939159,0.810414971521562,0.838383838383838,0.803872053872054
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158,6, low_bits_5, svd,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.83673469 0.90306122 0.85714286 0.89285714 0.91836735],0.785276073619632,0.782208588957055,0.870098039215686,0.927179487179487,0.922448979591837,0.927551020408163,0.775641025641026,0.746913580246914,0.785042155977115,0.788059701492537,0.781065088757396,0.782252289601628,0.869297163995068,0.858708891595615,0.870168255908781
ensemble_model_v2_N4_B196_E200_nb_zones_6_lab_svd,4,196,200, zones, lab, svd,788,262,262,0.600609756097561,0.19969512195122,0.19969512195122, [0.87974684 0.8164557  0.86075949 0.78481013 0.83333333],0.782442748091603,0.851145038167939,0.863567073170732,0.892067620286086,0.870558375634518,0.894670050761421,0.8,0.89763779527559,0.785855934674832,0.865051903114187,0.912408759124088,0.848204379562044,0.866716306775875,0.884498480243161,0.86350306275155
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158,6, low_bits_6, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.84117647 0.87647059 0.88823529 0.87647059 0.86309524],0.769503546099291,0.776595744680851,0.875354107648725,0.943262411347518,0.941037735849057,0.943396226415094,0.776632302405498,0.830882352941176,0.771605560032232,0.787878787878788,0.841726618705036,0.777506665995875,0.877266387726639,0.899856938483548,0.875594668400259
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,1140,380,380,0.6,0.2,0.2, [0.85964912 0.85526316 0.85526316 0.86842105 0.89035088],0.736842105263158,0.710526315789474,0.828421052631579,0.901192504258944,0.928070175438596,0.898245614035088,0.68944099378882,0.575129533678757,0.739436424593389,0.668674698795181,0.569230769230769,0.714345114345114,0.821663019693654,0.7839248434238,0.828798939758609
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.51546392 0.52061856 0.55154639 0.5257732  0.48969072],0.513931888544892,0.486068111455108,0.795792079207921,0.992776057791538,0.991752577319588,0.992783505154639,0.488599348534202,0.460122699386503,0.514436349693251,0.484472049689441,0.493670886075949,0.486229382431914,0.793491864831039,0.786600496277916,0.795769383941427
ensemble_model_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163,4, lab, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.44166667 0.45       0.50833333 0.45833333 0.53389831],0.517587939698492,0.567839195979899,0.817269076305221,1,1,1,0.555555555555556,0.545454545454545,0.514300306435138,0.594339622641509,0.588785046728972,0.566131653799269,0.82261208576998,0.817829457364341,0.817248062015504
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,1464,488,488,0.6,0.2,0.2, [0.81972789 0.81292517 0.83219178 0.80479452 0.82191781],0.787280701754386,0.817982456140351,0.871212121212121,0.9141689373297,0.916666666666667,0.913934426229508,0.773892773892774,0.728070175438597,0.787280701754386,0.811791383219955,0.785087719298246,0.817982456140351,0.869118905047049,0.855218855218855,0.871212121212121
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,1482,494,494,0.6,0.2,0.2, [0.56040268 0.52702703 0.56756757 0.51351351 0.58783784],0.557046979865772,0.565995525727069,0.807239057239057,0.955405405405405,0.954116059379217,0.955465587044534,0.605577689243028,0.660869565217391,0.553937086756161,0.583690987124463,0.626728110599078,0.567711881386496,0.812908496732026,0.837542087542088,0.807239057239057
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svd,4,196,200,8, low_bits_4_shifted_2, svd,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.71721311 0.78688525 0.68852459 0.71487603 0.69834711],0.740740740740741,0.725925925925926,0.783316880552813,0.814630091438072,0.805921052631579,0.816611842105263,0.715447154471545,0.64390243902439,0.741951219512195,0.683760683760684,0.591133004926108,0.726259571769985,0.771710868434737,0.730314960629921,0.783474311998129
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152,12, low_bits_6, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.48022599 0.47175141 0.48870056 0.51129944 0.50852273],0.490131578947368,0.519736842105263,0.873316498316498,1,1,1,0.478114478114478,0.489655172413793,0.490110605074821,0.540880503144654,0.540880503144654,0.518716113641293,0.873688627780109,0.876262626262626,0.873316498316498
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154,10, low_bits_3, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.80592105 0.78947368 0.76644737 0.77302632 0.76973684],0.794392523364486,0.773364485981308,0.830808080808081,0.85733070348455,0.857894736842105,0.857236842105263,0.777777777777778,0.719626168224299,0.794392523364486,0.759305210918114,0.714953271028037,0.773364485981308,0.826724137931034,0.807239057239057,0.830808080808081
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,766,255,255,0.600313479623824,0.199843260188088,0.199843260188088, [0.88311688 0.83116883 0.84415584 0.82894737 0.83552632],0.803921568627451,0.807843137254902,0.879310344827586,0.929396662387676,0.945169712793734,0.928198433420365,0.821428571428571,0.871212121212121,0.801459719142646,0.819188191881919,0.847328244274809,0.806728638266437,0.88421052631579,0.910216718266254,0.878917882942651
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120,10, low_bits_6, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.95302013 0.95637584 0.93288591 0.94594595 0.9527027 ],0.734831460674157,0.734831460674157,0.887205387205387,0.978021978021978,0.958277254374159,0.978465679676985,0.786231884057971,0.960176991150442,0.731230048086637,0.781481481481481,0.963470319634703,0.738372327958945,0.894819466248038,0.95959595959596,0.887205387205387
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.89772727 0.9137931  0.89655172 0.8908046  0.87356322],0.73448275862069,0.713793103448276,0.856749311294766,0.945080091533181,0.947247706422018,0.944954128440367,0.775510204081633,0.898648648648649,0.731014465169395,0.724252491694352,0.89344262295082,0.738387978142076,0.862977602108037,0.927762039660057,0.858653137792495
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.59933775 0.55298013 0.58940397 0.58940397 0.6192053 ],0.468822170900693,0.494226327944573,0.79503367003367,0.974934036939314,0.978807947019868,0.974834437086093,0.497816593886463,0.537735849056604,0.47022539059165,0.520787746170678,0.538461538461538,0.493287373004354,0.799670917317976,0.818181818181818,0.79503367003367
svm_model_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154,12, lab, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.87921348 0.85955056 0.88983051 0.8700565  0.83898305],0.86046511627907,0.850498338870432,0.869107744107744,0.881856540084388,0.94250281848929,0.873731679819617,0.865384615384615,0.888157894736842,0.860186329918757,0.86322188449848,0.953020134228188,0.851510067114094,0.877414268821443,0.936868686868687,0.869107744107744
svm_model_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152,10, low_bits_4, svdne,1524,508,508,0.6,0.2,0.2, [0.70588235 0.69281046 0.6875     0.66447368 0.69736842],0.711267605633803,0.699530516431925,0.705808080808081,0.751662971175166,0.889763779527559,0.706036745406824,0.741052631578947,0.842105263157895,0.713679359689546,0.735537190082644,0.820276497695853,0.697219588560845,0.747014115092291,0.868686868686869,0.705808080808081
ensemble_model_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120,8, low_bits_5, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.88888889 0.93103448 0.89224138 0.85344828 0.90517241],0.697674418604651,0.708010335917313,0.858987603305785,0.962313759859772,0.944922547332186,0.962994836488812,0.755741127348643,0.900497512437811,0.689496068046863,0.7590618336887,0.927083333333333,0.709695512820513,0.869315461943514,0.93223819301848,0.858530738920883
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154,10, low_bits_2, svdne,1524,508,508,0.6,0.2,0.2, [0.79411765 0.74836601 0.77960526 0.81578947 0.82565789],0.793427230046948,0.769953051643193,0.813973063973064,0.833116036505867,0.838582677165354,0.832020997375328,0.78,0.722222222222222,0.794444444444444,0.740740740740741,0.666666666666667,0.768518518518518,0.808823529411765,0.787037037037037,0.813973063973064
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svdn,26,87,113, zones, low_bits_2, svdn,1848,616,616,0.6,0.2,0.2, [0.52702703 0.49459459 0.52432432 0.51621622 0.51902174],0.526515151515152,0.488636363636364,0.885521885521885,0.993499458288191,0.992424242424242,0.993506493506493,0.517374517374517,0.577586206896552,0.532036346691519,0.529616724738676,0.513513513513513,0.485205032618826,0.88628762541806,0.892255892255892,0.885521885521885
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svd,16,142,158,8, low_bits_4_shifted_2, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.93534483 0.92672414 0.9        0.9173913  0.90869565],0.671875,0.630208333333333,0.826222684703434,0.943877551020408,0.961871750433276,0.942807625649913,0.631578947368421,0.58695652173913,0.668478260869565,0.607734806629834,0.569948186528497,0.630523831484144,0.822340425531915,0.810272536687631,0.826107342723981
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152,10, low_bits_2, svd,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.78275862 0.74827586 0.79513889 0.79166667 0.75      ],0.815450643776824,0.830472103004292,0.83543771043771,0.842398884239888,0.836565096952909,0.843490304709141,0.814655172413793,0.784232365145228,0.816560627017059,0.820861678004535,0.804444444444444,0.829608114338405,0.832834544677212,0.81986531986532,0.83543771043771
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svdn,26,137,163, zones, lab, svdn,612,204,204,0.6,0.2,0.2, [0.47580645 0.52459016 0.5        0.5        0.40983607],0.480392156862745,0.426470588235294,0.780392156862745,0.99836867862969,1,0.998366013071895,0.459183673469388,0.463917525773196,0.479622314288467,0.450704225352113,0.421052631578947,0.42719298245614,0.780821917808219,0.771760154738878,0.780512284128882
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svd,16,142,158, zones, lab, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.90136054 0.88095238 0.8877551  0.88356164 0.85958904],0.879120879120879,0.863736263736264,0.905723905723906,0.92871419053964,0.950886766712142,0.927012278308322,0.883720930232558,0.912663755458515,0.878898249410674,0.869198312236287,0.911504424778761,0.864049155620821,0.908496732026144,0.936026936026936,0.905723905723906
svm_model_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158,6, low_bits_4, svdne,936,312,312,0.6,0.2,0.2, [0.72340426 0.78723404 0.80319149 0.66129032 0.75268817],0.631410256410256,0.666666666666667,0.73525641025641,0.806387225548902,0.863247863247863,0.792735042735043,0.672364672364672,0.742138364779874,0.62923911703046,0.717391304347826,0.776470588235294,0.655840927920464,0.760023242300988,0.820577164366374,0.733355423598652
svm_model_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200,6, lab, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.80555556 0.86516854 0.84831461 0.83146067 0.78651685],0.858585858585859,0.841750841750842,0.836473755047106,0.830396475770925,0.845291479820628,0.827354260089686,0.864516129032258,0.858974358974359,0.858565193671577,0.843853820598007,0.881944444444444,0.842933006535948,0.840026333113891,0.855227882037534,0.83639772480255
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_shifted_2_svdne,8,146,154, zones, low_bits_4_shifted_2, svdne,1894,631,631,0.600126742712294,0.199936628643853,0.199936628643853, [0.75       0.75       0.79100529 0.77777778 0.75396825],0.70954356846473,0.730290456431535,0.878787878787879,0.920270974465868,0.932418162618796,0.91921858500528,0.717741935483871,0.717741935483871,0.709298318169286,0.728033472803347,0.743589743589744,0.730665839536807,0.880299251870324,0.891414141414141,0.878787878787879
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.78807947 0.7781457  0.79470199 0.80463576 0.80333333],0.755760368663594,0.714285714285714,0.873316498316498,0.953625081645983,0.968169761273209,0.952917771883289,0.776371308016878,0.836363636363636,0.754630416312659,0.73728813559322,0.813084112149533,0.715632965165675,0.878482034719419,0.915824915824916,0.873316498316498
svm_model_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163,4, lab, svdne,516,172,172,0.6,0.2,0.2, [0.875      0.875      0.86538462 0.8627451  0.84313725],0.703488372093023,0.697674418604651,0.843023255813953,0.937254901960784,0.926356589147287,0.937984496124031,0.657718120805369,0.6125,0.697554347826087,0.679012345679012,0.654761904761905,0.696699134199134,0.835566382460414,0.812796208530806,0.842471163626133
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.80985915 0.76950355 0.76241135 0.78723404 0.78014184],0.717021276595745,0.763829787234043,0.844812925170068,0.91591382904795,0.93342776203966,0.914305949008499,0.757741347905282,0.8559670781893,0.712124508257646,0.781065088757396,0.876106194690265,0.767971130132018,0.853707414829659,0.906382978723404,0.844865236175636
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152,12, low_bits_5, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.51675978 0.5027933  0.50842697 0.5        0.52247191],0.527027027027027,0.476351351351351,0.875841750841751,1,1,1,0.523809523809524,0.490445859872611,0.529395591806809,0.452296819787986,0.460431654676259,0.475438757274435,0.875052943667937,0.869528619528619,0.875841750841751
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152,10, low_bits_3, svdne,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.78040541 0.79391892 0.79054054 0.78716216 0.80067568],0.801339285714286,0.78125,0.817760942760943,0.834008097165992,0.835135135135135,0.833783783783784,0.786570743405276,0.766355140186916,0.799844236760124,0.775229357798165,0.722222222222222,0.784008307372794,0.814561027837259,0.800505050505051,0.817760942760943
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svd,8,192,200,4, low_bits_4_shifted_2, svd,478,159,159,0.600502512562814,0.199748743718593,0.199748743718593, [0.65625    0.75       0.71875    0.6875     0.70212766],0.641509433962264,0.685534591194968,0.717336683417085,0.745689655172414,0.723849372384937,0.753138075313807,0.670520231213873,0.716049382716049,0.640075973409307,0.709302325581395,0.753086419753086,0.684235517568851,0.721878862793572,0.728179551122195,0.717254332523123
svm_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdne,32,84,116,10, low_bits_4_shifted_2, svdne,1368,456,456,0.6,0.2,0.2, [0.88686131 0.89781022 0.90145985 0.90145985 0.92647059],0.807017543859649,0.725877192982456,0.86359649122807,0.926756352765321,0.906432748538012,0.928362573099415,0.807860262008733,0.814977973568282,0.807052305561433,0.726477024070022,0.721739130434783,0.725913813005002,0.861961828672881,0.851007887817704,0.863607543557667
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158,8, low_bits_3, svdn,1218,406,406,0.6,0.2,0.2, [0.53688525 0.56147541 0.57786885 0.48770492 0.49586777],0.549261083743842,0.527093596059113,0.612807881773399,0.642297650130548,0.605911330049261,0.66256157635468,0.531969309462916,0.527918781725888,0.548648386078255,0.502590673575129,0.464114832535885,0.529011730988755,0.59190031152648,0.561576354679803,0.612807881773399
ensemble_model_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200,6, lab, svdne,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.86904762 0.79166667 0.8452381  0.84337349 0.8373494 ],0.820143884892086,0.838129496402878,0.85632183908046,0.869240348692403,0.834928229665072,0.874401913875598,0.826388888888889,0.901515151515152,0.824045246990452,0.840989399293286,0.875,0.838908450704225,0.854439592430859,0.855685131195335,0.856312820555175
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,1566,522,522,0.6,0.2,0.2, [0.53503185 0.48089172 0.5        0.48717949 0.50641026],0.496296296296296,0.479012345679012,0.81986531986532,0.991714467813894,0.993614303959131,0.991698595146871,0.482233502538071,0.477386934673367,0.495975020734742,0.48661800486618,0.485436893203883,0.478899351124555,0.819713563605729,0.819023569023569,0.81986531986532
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158,6, low_bits_5, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.5        0.49438202 0.57303371 0.48314607 0.51123596],0.521885521885522,0.569023569023569,0.555181695827725,0.592283628779979,0.63677130044843,0.561659192825112,0.561728395061728,0.606666666666667,0.521020408163265,0.602484472049689,0.638157894736842,0.567354809437387,0.58816199376947,0.631016042780749,0.55466791298929
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158,6, low_bits_4, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.75842697 0.79775281 0.7752809  0.80113636 0.80681818],0.68135593220339,0.671186440677966,0.83130081300813,0.93598233995585,0.957110609480813,0.934537246049661,0.70807453416149,0.808510638297872,0.686722851616469,0.701538461538462,0.814285714285714,0.678110599078341,0.839665164198326,0.900552486187845,0.832590072881157
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158,8, low_bits_2, svdn,1128,376,376,0.6,0.2,0.2, [0.49557522 0.55309735 0.5        0.46902655 0.47321429],0.507978723404255,0.484042553191489,0.55531914893617,0.686771761480466,0.888297872340426,0.594858156028369,0.633663366336634,0.82051282051282,0.495891769372432,0.590717299578059,0.773480662983425,0.49443263918402,0.657095980311731,0.852127659574468,0.55531914893617
ensemble_model_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163,4, lab, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.84090909 0.85384615 0.91538462 0.85384615 0.86923077],0.857142857142857,0.898617511520737,0.916206261510129,0.938906752411576,0.895705521472393,0.941717791411043,0.853080568720379,0.825688073394495,0.857288481141692,0.901785714285714,0.90990990990991,0.898351181370049,0.913907284768212,0.884615384615385,0.916381766381766
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158,8, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.82352941 0.86554622 0.83613445 0.86554622 0.85714286],0.775252525252525,0.805555555555556,0.840060544904137,0.878127522195319,0.914285714285714,0.873109243697479,0.779156327543424,0.781094527363184,0.775162648296977,0.80306905370844,0.813471502590673,0.80575052962046,0.844072798819479,0.867542972699697,0.840115897225981
svm_model_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113,12, low_bits_3, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.82670455 0.85511364 0.82954545 0.82285714 0.82      ],0.758064516129032,0.741935483870968,0.812289562289562,0.836424957841484,0.847380410022779,0.834282460136674,0.786324786324786,0.890322580645161,0.758064516129032,0.767441860465116,0.851612903225806,0.741935483870968,0.819725141471301,0.853535353535353,0.812289562289562
svm_model_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120,10, low_bits_3, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.85616438 0.82534247 0.83448276 0.87931034 0.87931034],0.6941431670282,0.68763557483731,0.803872053872054,0.879252835223482,0.90646492434663,0.875515818431912,0.69281045751634,0.646341463414634,0.69758933635848,0.660377358490566,0.651162790697674,0.685337492909813,0.804366078925273,0.806397306397306,0.803872053872054
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svd,4,196,200, zones, low_bits_4_shifted_2, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.76068376 0.72649573 0.76495726 0.70512821 0.77586207],0.709511568123393,0.7146529562982,0.791880781089414,0.843560933448574,0.835616438356164,0.845034246575342,0.68169014084507,0.620512820512821,0.709740946338884,0.704,0.650246305418719,0.717596270988929,0.785373608903021,0.754582484725051,0.792229001698625
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svd,16,142,158,8, low_bits_4_shifted_2, svd,1086,362,362,0.6,0.2,0.2, [0.83027523 0.78440367 0.82568807 0.8287037  0.7962963 ],0.723756906077348,0.756906077348066,0.838121546961326,0.904632152588556,0.917127071823204,0.903314917127072,0.734042553191489,0.797687861271676,0.726886258678166,0.785365853658537,0.875,0.754915730337079,0.844727080021198,0.885555555555555,0.838382173382173
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svdn,40,80,120, zones, lab, svdn,1470,490,490,0.6,0.2,0.2, [0.69727891 0.73469388 0.69727891 0.64965986 0.67006803],0.666666666666667,0.640176600441501,0.820707070707071,0.926121372031662,0.955102040816326,0.923809523809524,0.688659793814433,0.759090909090909,0.669245025360905,0.683495145631068,0.755364806866953,0.636773312524386,0.830683624801272,0.87962962962963,0.820707070707071
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svd,8,192,200,4, low_bits_4_shifted_2, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.7761194  0.81060606 0.75       0.78787879 0.75      ],0.736363636363636,0.713636363636364,0.798548094373866,0.849478390461997,0.861027190332326,0.847432024169184,0.736363636363636,0.794117647058823,0.740279162512462,0.695652173913043,0.666666666666667,0.712797619047619,0.797814207650273,0.809611829944547,0.798745308911667
ensemble_model_v2_N4_B196_E200_nb_zones_6_lab_svdne,4,196,200, zones, lab, svdne,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.875      0.90340909 0.80681818 0.86363636 0.87356322],0.808219178082192,0.794520547945205,0.878248974008208,0.928406466512702,0.915717539863326,0.929384965831435,0.822784810126582,0.902777777777778,0.809496996996997,0.805194805194805,0.918518518518518,0.803208303845246,0.880536912751678,0.913649025069638,0.878867523287507
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.76013514 0.80405405 0.83673469 0.80272109 0.81292517],0.742793791574279,0.753880266075388,0.828703703703704,0.880794701986755,0.902306648575305,0.877883310719132,0.767068273092369,0.834061135371179,0.741354892009914,0.771134020618557,0.842342342342342,0.75523230654235,0.83674288006418,0.877946127946128,0.828703703703704
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svd,32,84,116, zones, low_bits_2, svd,1764,588,588,0.6,0.2,0.2, [0.83615819 0.84180791 0.78693182 0.83806818 0.85227273],0.826797385620915,0.80718954248366,0.878787878787879,0.902113459399332,0.919501133786848,0.900226757369614,0.841791044776119,0.915584415584416,0.826213260423787,0.821752265861027,0.894736842105263,0.807758031442242,0.883116883116883,0.915824915824916,0.878787878787879
ensemble_model_v2_N26_B137_E163_nb_zones_4_lab_svdne,26,137,163, zones, lab, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.89830508 0.89830508 0.87068966 0.87068966 0.84482759],0.845360824742268,0.824742268041237,0.89917695473251,0.938848920863309,0.893835616438356,0.941780821917808,0.854368932038835,0.977777777777778,0.854273504273504,0.817204301075269,0.962025316455696,0.846230049532196,0.89662447257384,0.921908893709328,0.900289084819439
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113,12, low_bits_6, svdn,1842,614,614,0.6,0.2,0.2, [0.48378378 0.49456522 0.5298913  0.51902174 0.52173913],0.50561797752809,0.528089887640449,0.611531986531986,0.687058823529412,0.792616720955483,0.638979370249728,0.568627450980392,0.66412213740458,0.508531656937584,0.588235294117647,0.661764705882353,0.525538841490795,0.66276945560833,0.763468013468014,0.611531986531986
svm_model_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116,10, low_bits_5, svdne,1368,456,456,0.6,0.2,0.2, [0.8540146  0.88321168 0.84671533 0.87226277 0.84558824],0.721491228070175,0.679824561403509,0.825438596491228,0.907338769458858,0.894736842105263,0.908625730994152,0.732631578947368,0.780269058295964,0.722752554899055,0.713725490196078,0.771186440677966,0.676502311248074,0.829477292202228,0.846894138232721,0.82538198556315
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svd,40,80,120,10, low_bits_4_shifted_2, svd,1476,492,492,0.6,0.2,0.2, [0.93918919 0.9222973  0.90878378 0.92176871 0.92176871],0.715555555555556,0.751111111111111,0.872053872053872,0.955555555555556,0.932249322493225,0.956639566395664,0.753846153846154,0.875,0.716261061946903,0.779527559055118,0.876106194690265,0.750553097345133,0.876823338735819,0.910774410774411,0.872053872053872
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152,10, low_bits_4, svdne,1464,488,488,0.6,0.2,0.2, [0.73469388 0.71768707 0.80136986 0.7739726  0.7260274 ],0.69078947368421,0.653508771929825,0.765572390572391,0.820584144645341,0.806010928961748,0.823770491803279,0.717434869739479,0.802690582959641,0.693190785042052,0.685258964143426,0.738197424892704,0.651609923208684,0.771627716277163,0.792087542087542,0.76557239057239
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,1434,478,478,0.6,0.2,0.2, [0.81944444 0.84027778 0.81818182 0.75874126 0.82517483],0.670912951167728,0.728237791932059,0.84006734006734,0.932871972318339,0.940027894002789,0.932357043235704,0.676409185803758,0.713656387665198,0.672401964324402,0.739837398373984,0.745901639344262,0.727576370332924,0.84271523178808,0.856902356902357,0.84006734006734
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svd,8,192,200, zones, low_bits_4_shifted_2, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.8203125  0.796875   0.7578125  0.7890625  0.78571429],0.632075471698113,0.660377358490566,0.804143126177024,0.909657320872274,0.915360501567398,0.909090909090909,0.680327868852459,0.873684210526316,0.654790823211876,0.727272727272727,0.864864864864865,0.65025421461065,0.819130434782609,0.897142857142857,0.805182229316308
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,912,304,304,0.6,0.2,0.2, [0.80978261 0.74725275 0.7967033  0.73626374 0.8021978 ],0.588815789473684,0.605263157894737,0.805263157894737,0.945337620578778,0.967105263157895,0.944078947368421,0.643874643874644,0.743421052631579,0.588815789473684,0.657142857142857,0.732484076433121,0.600935915767581,0.818849449204406,0.874509803921569,0.804804570834956
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,1482,494,494,0.6,0.2,0.2, [0.83221477 0.77364865 0.83445946 0.85135135 0.86148649],0.742729306487696,0.720357941834452,0.825757575757576,0.883689839572192,0.892037786774629,0.882591093117409,0.730679156908665,0.693333333333333,0.743063063063063,0.689826302729529,0.626126126126126,0.71972972972973,0.82201203783319,0.804713804713805,0.825757575757576
svm_model_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116,10, low_bits_6, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.94137931 0.91666667 0.90972222 0.91666667 0.92708333],0.738758029978587,0.762312633832976,0.885942760942761,0.973611111111111,0.972260748959778,0.973647711511789,0.764478764478764,0.846153846153846,0.738527566853747,0.777555110220441,0.832618025751073,0.762462859029383,0.88970288970289,0.92003367003367,0.885942760942761
ensemble_model_v2_N40_B80_E120_nb_zones_8_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.88976378 0.89370079 0.8976378  0.88582677 0.9047619 ],0.694312796208531,0.68957345971564,0.856534090909091,0.965069049553209,0.936908517350158,0.96608832807571,0.756143667296786,0.91743119266055,0.686656772800863,0.7374749498998,0.901960784313726,0.69639323619356,0.865869853917663,0.926136363636364,0.856534090909091
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113,12, low_bits_4, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.54213483 0.51404494 0.52259887 0.50847458 0.52824859],0.584717607973422,0.581395348837209,0.887626262626263,0.990939977349943,0.986471251409245,0.99098083427283,0.622356495468278,0.691275167785235,0.585769162839986,0.611111111111111,0.651315789473684,0.580691451783822,0.889714993804213,0.906565656565657,0.887626262626263
ensemble_model_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154,12, lab, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.86797753 0.85393258 0.89548023 0.90960452 0.86158192],0.820598006644518,0.843853820598007,0.89520202020202,0.918322295805739,0.937993235625705,0.916572717023675,0.834355828220859,0.931506849315068,0.823817940786566,0.865329512893983,0.974193548387097,0.839836500220946,0.899879372738239,0.941919191919192,0.89520202020202
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158,6, low_bits_5, svdn,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.39759036 0.53012048 0.46385542 0.51829268 0.49390244],0.458181818181818,0.505454545454546,0.792877906976744,1,1,1,0.487972508591065,0.533834586466165,0.460579265064069,0.510791366906475,0.533834586466165,0.506353912951393,0.795698924731183,0.817378497790869,0.793194270416238
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116,12, lab, svdn,1746,582,582,0.6,0.2,0.2, [0.71714286 0.70571429 0.65714286 0.67241379 0.67528736],0.682539682539683,0.720634920634921,0.828703703703704,0.880783886771911,0.926689576174112,0.874570446735395,0.698795180722891,0.773333333333333,0.686666666666667,0.75,0.8,0.716666666666667,0.838556128520428,0.88973063973064,0.828703703703704
svm_model_N26_B137_E163_nb_zones_6_lab_svd,26,137,163,6, lab, svd,756,252,252,0.6,0.2,0.2, [0.93421053 0.94078947 0.92763158 0.94       0.90666667],0.841269841269841,0.829365079365079,0.896031746031746,0.940298507462686,1,0.936507936507936,0.857142857142857,0.863309352517986,0.838734322276692,0.828685258964143,0.896551724137931,0.834305273833671,0.90187265917603,0.951026856240126,0.895768611533141
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154,12, low_bits_6, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.79005525 0.82222222 0.84166667 0.83055556 0.78055556],0.801393728222996,0.808362369337979,0.828703703703704,0.841483073616335,0.869034406215316,0.836293007769145,0.814332247557003,0.868055555555556,0.801160644910645,0.818481848184819,0.867132867132867,0.808566433566433,0.835289356535816,0.868686868686869,0.828703703703704
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120,10, low_bits_2, svdn,1554,518,518,0.6,0.2,0.2, [0.59294872 0.55128205 0.5483871  0.55483871 0.5516129 ],0.596107055961071,0.5669099756691,0.855218855218855,1,1,1,0.585,0.587939698492462,0.595856641699061,0.580188679245283,0.580188679245283,0.56647624917038,0.855340622371741,0.856060606060606,0.855218855218855
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158,8, low_bits_6, svd,1134,378,378,0.6,0.2,0.2, [0.85964912 0.87280702 0.87168142 0.88495575 0.8539823 ],0.812169312169312,0.772486772486772,0.878306878306878,0.936796536796537,0.954144620811288,0.935626102292769,0.828915662650602,0.900523560209424,0.811224346949632,0.792270531400966,0.858638743455497,0.771565361032562,0.884072580645161,0.924130663856691,0.878112090695615
svm_model_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154,10, low_bits_4, svdne,1482,494,494,0.6,0.2,0.2, [0.7852349  0.77702703 0.79054054 0.81418919 0.76013514],0.588366890380313,0.610738255033557,0.718013468013468,0.809756097560976,0.89608636977058,0.789473684210526,0.656716417910448,0.785714285714286,0.587924407431134,0.677777777777778,0.820627802690583,0.611206758488149,0.753313696612666,0.861111111111111,0.718013468013468
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svdne,8,192,200,4, low_bits_4_shifted_2, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.78947368 0.80701754 0.71052632 0.83928571 0.78571429],0.659574468085106,0.718085106382979,0.781316348195329,0.85337726523888,0.915194346289753,0.842756183745583,0.609756097560976,0.568181818181818,0.654090909090909,0.70391061452514,0.642857142857143,0.721428571428571,0.783157894736842,0.79317697228145,0.781366498825714
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svdne,4,196,200,8, low_bits_4_shifted_2, svdne,1170,390,390,0.6,0.2,0.2, [0.73504274 0.75213675 0.70940171 0.73931624 0.7008547 ],0.774358974358974,0.707692307692308,0.735384615384615,0.751582278481013,0.811965811965812,0.731623931623932,0.784313725490196,0.796019900497512,0.773671325910132,0.706185567010309,0.736559139784946,0.708965844402277,0.749514563106796,0.794238683127572,0.735565149334747
svm_model_N4_B196_E200_nb_zones_8_lab_svd,4,196,200,8, lab, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.84       0.864      0.848      0.875      0.89112903],0.785542168674699,0.763855421686747,0.829961464354528,0.869905956112853,0.890850722311397,0.86677367576244,0.790588235294118,0.774193548387097,0.786086673183447,0.757425742574257,0.75,0.763625592417062,0.832304038004751,0.839080459770115,0.829908446939321
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svd,16,142,158, zones, low_bits_4_shifted_2, svd,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.80869565 0.83478261 0.81304348 0.8173913  0.78508772],0.746073298429319,0.732984293193717,0.844142259414226,0.91353711790393,0.911149825783972,0.913763066202091,0.761670761670762,0.790816326530612,0.744870528856704,0.751219512195122,0.797927461139896,0.732297063903282,0.848114169215087,0.863966770508826,0.84399603014377
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdn,26,87,113,12, low_bits_4_shifted_2, svdn,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.48333333 0.5        0.47222222 0.51117318 0.4972067 ],0.517241379310345,0.537931034482759,0.541245791245791,0.637010676156584,0.797327394209354,0.545657015590201,0.627659574468085,0.842857142857143,0.528095238095238,0.633879781420765,0.773333333333333,0.52952380952381,0.635451505016722,0.7996632996633,0.541245791245791
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svdn,4,148,152, zones, low_bits_6, svdn,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.44148936 0.48670213 0.48670213 0.49734043 0.51861702],0.471774193548387,0.512096774193548,0.887205387205387,0.991471215351812,0.98936170212766,0.991489361702128,0.49808429118774,0.541666666666667,0.473958333333333,0.510121457489879,0.4921875,0.512760416666667,0.88758389261745,0.890572390572391,0.887205387205387
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158,8, low_bits_2, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.56086957 0.54347826 0.52608696 0.50869565 0.54385965],0.518324607329843,0.442408376963351,0.792364016736402,1,1,1,0.494505494505495,0.511363636363636,0.517817740511915,0.471464019851117,0.463414634146341,0.44074686509577,0.792689295039165,0.794764397905759,0.792366524971688
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,1506,502,502,0.6,0.2,0.2, [0.77152318 0.80463576 0.80463576 0.80666667 0.79666667],0.76551724137931,0.758620689655172,0.820707070707071,0.855826201448321,0.863213811420983,0.854581673306773,0.803846153846154,0.924778761061947,0.759040098234323,0.783505154639175,0.909090909090909,0.764279967819791,0.83122028526149,0.882996632996633,0.820707070707071
svm_model_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158,10, lab, svdn,1440,480,480,0.6,0.2,0.2, [0.52083333 0.50347222 0.52777778 0.54513889 0.46527778],0.467948717948718,0.476495726495727,0.524410774410774,0.57027027027027,0.586111111111111,0.558333333333333,0.477987421383648,0.504424778761062,0.469154538140862,0.490644490644491,0.487603305785124,0.476102537848314,0.536505332239541,0.55050505050505,0.524410774410774
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120,10, low_bits_6, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.95541401 0.93910256 0.93910256 0.92307692 0.94230769],0.825552825552825,0.820638820638821,0.928030303030303,0.982614294913071,0.976952624839949,0.982714468629962,0.839002267573696,0.885167464114833,0.823896863370548,0.82063882063882,0.843434343434343,0.82123870281765,0.92877967513536,0.938552188552189,0.928030303030303
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svdne,8,192,200,4, low_bits_4_shifted_2, svdne,702,234,234,0.6,0.2,0.2, [0.73943662 0.74285714 0.76428571 0.75714286 0.78571429],0.726495726495726,0.717948717948718,0.838461538461539,0.916784203102962,0.925925925925926,0.915954415954416,0.700934579439252,0.652173913043478,0.725246620387285,0.717948717948718,0.65625,0.72435141509434,0.836646499567848,0.814814814814815,0.838831018518519
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113,12, low_bits_5, svdn,1812,604,604,0.6,0.2,0.2, [0.58241758 0.57734807 0.5718232  0.59944751 0.56353591],0.613475177304965,0.567375886524823,0.590909090909091,0.67656045395024,0.855408388520971,0.591059602649007,0.719794344473008,0.979020979020979,0.608215525481713,0.675531914893617,0.913669064748201,0.572219147758716,0.681937172774869,0.877104377104377,0.590909090909091
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158,8, low_bits_3, svdn,1316,438,438,0.60036496350365,0.199817518248175,0.199817518248175, [0.53030303 0.52651515 0.5        0.54580153 0.48854962],0.525114155251142,0.502283105022831,0.805656934306569,1,1,1,0.541850220264317,0.539473684210526,0.524498746867168,0.526086956521739,0.547511312217195,0.501866255186938,0.808968609865471,0.814814814814815,0.805564089435057
ensemble_model_N26_B137_E163_nb_zones_6_lab_svd,26,137,163,6, lab, svd,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.88586957 0.88043478 0.88461538 0.87912088 0.93956044],0.835526315789474,0.81578947368421,0.92772667542707,0.995604395604396,0.991247264770241,0.99562363238512,0.847560975609756,0.812865497076023,0.838763575605681,0.816993464052288,0.822368421052632,0.81578947368421,0.928756476683938,0.919230769230769,0.927944225585735
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158,8, low_bits_4, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.80672269 0.77310924 0.79411765 0.80672269 0.84453782],0.694444444444444,0.70959595959596,0.814833501513622,0.892181069958848,0.910924369747899,0.889915966386555,0.731707317073171,0.841836734693877,0.695918367346939,0.740406320541761,0.854166666666667,0.713848039215686,0.825983878615457,0.886063072227874,0.815403908486309
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116,12, low_bits_3, svdn,1682,560,560,0.60028551034975,0.199857244825125,0.199857244825125, [0.56508876 0.60416667 0.60119048 0.60714286 0.5922619 ],0.619596541786744,0.610951008645533,0.60016835016835,0.627792915531335,0.684898929845422,0.593935790725327,0.647058823529412,0.707602339181287,0.620846624136098,0.634146341463415,0.664772727272727,0.610164141414141,0.631497284716835,0.685185185185185,0.60016835016835
svm_model_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113,12, low_bits_2, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.8451087  0.82880435 0.81420765 0.82513661 0.82513661],0.763837638376384,0.74169741697417,0.812289562289562,0.837160751565762,0.874591057797165,0.829880043620502,0.782312925170068,0.851851851851852,0.764161220043573,0.765100671140939,0.838235294117647,0.741339869281046,0.822169059011164,0.867845117845118,0.812289562289562
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_shifted_2_svdne,8,192,200, zones, low_bits_4_shifted_2, svdne,576,192,192,0.6,0.2,0.2, [0.75       0.76724138 0.85344828 0.81578947 0.78947368],0.703125,0.723958333333333,0.839583333333333,0.924137931034483,0.930555555555556,0.923611111111111,0.710659898477157,0.721649484536082,0.702930005425936,0.716577540106952,0.697916666666667,0.723958333333333,0.840248962655602,0.841995841995842,0.839578296780802
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,1446,482,482,0.6,0.2,0.2, [0.69310345 0.71724138 0.66206897 0.71527778 0.68055556],0.703225806451613,0.694623655913978,0.783670033670034,0.841463414634146,0.858921161825726,0.838174273858921,0.697368421052632,0.641129032258065,0.707661290322581,0.639593908629442,0.580645161290323,0.6875,0.779019776440241,0.762626262626263,0.783670033670034
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,1536,512,512,0.6,0.2,0.2, [0.79545455 0.7987013  0.78571429 0.83660131 0.80065359],0.766666666666667,0.75952380952381,0.83459595959596,0.877370417193426,0.903645833333333,0.873697916666667,0.747422680412371,0.69377990430622,0.766321231773963,0.739018087855297,0.677725118483412,0.759915190820654,0.833262621977089,0.826599326599327,0.83459595959596
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdne,32,84,116,10, low_bits_4_shifted_2, svdne,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.90967742 0.89677419 0.88709677 0.88064516 0.90322581],0.75544794188862,0.799031476997579,0.900673400673401,0.966057441253263,0.954838709677419,0.966451612903226,0.779956427015251,0.868932038834951,0.755722058064819,0.815964523281596,0.888888888888889,0.798813376483279,0.903357903357903,0.928451178451178,0.900673400673401
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,942,314,314,0.6,0.2,0.2, [0.51578947 0.47340426 0.51595745 0.51595745 0.5212766 ],0.54140127388535,0.525477707006369,0.805095541401274,0.986272439281943,0.991507430997877,0.98619957537155,0.547169811320755,0.530487804878049,0.541910569105691,0.549848942598187,0.575949367088608,0.525154170723791,0.808270676691729,0.813366960907944,0.805010378780871
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,1116,372,372,0.6,0.2,0.2, [0.91071429 0.90625    0.875      0.91891892 0.88738739],0.717741935483871,0.744623655913979,0.856989247311828,0.941696113074205,0.955197132616487,0.940860215053763,0.767184035476718,0.891752577319588,0.709921232480018,0.779582366589327,0.903225806451613,0.744623655913979,0.867924528301887,0.931769722814499,0.856340392860612
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154,12, low_bits_5, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.80107527 0.81621622 0.87297297 0.82432432 0.83783784],0.690839694656489,0.679389312977099,0.837542087542088,0.883989501312336,0.909287257019438,0.880669546436285,0.744479495268139,0.874074074074074,0.685068533100029,0.725490196078431,0.874015748031496,0.685156022163896,0.847310126582278,0.901515151515152,0.837542087542087
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svdne,4,196,200,8, low_bits_4_shifted_2, svdne,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.71559633 0.69724771 0.68807339 0.68348624 0.66055046],0.730027548209366,0.771349862258953,0.827092511013216,0.878538812785388,0.88256880733945,0.877981651376147,0.718390804597701,0.69060773480663,0.729919252018699,0.753709198813056,0.697802197802198,0.771553032602756,0.823595505617978,0.80726872246696,0.827092511013216
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svdn,4,148,152, zones, low_bits_5, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.49719101 0.52824859 0.46610169 0.53389831 0.50847458],0.490066225165563,0.466887417218543,0.864057239057239,0.99548532731377,0.99548532731377,0.99548532731377,0.5,0.506578947368421,0.489956140350877,0.461538461538462,0.46,0.466842105263158,0.864228667507356,0.865319865319865,0.864057239057239
svm_model_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120,10, lab, svdne,1608,536,536,0.6,0.2,0.2, [0.94720497 0.96583851 0.95031056 0.95962733 0.959375  ],0.869791666666667,0.875,0.947390572390572,0.982943777637397,0.967661691542288,0.98320895522388,0.877450980392157,0.93717277486911,0.870140791579633,0.885167464114833,0.958549222797927,0.874562569514147,0.948111249481112,0.961279461279461,0.947390572390572
ensemble_model_N4_B196_E200_nb_zones_8_lab_svd,4,196,200,8, lab, svd,1248,416,416,0.6,0.2,0.2, [0.872      0.86       0.832      0.836      0.85887097],0.810096153846154,0.769230769230769,0.853846153846154,0.896882494004796,0.899038461538462,0.896634615384615,0.802992518703242,0.781553398058252,0.809824318076745,0.763546798029557,0.767326732673267,0.769177385028222,0.852283770651118,0.849806201550387,0.853815314515652
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120,10, low_bits_3, svdne,1598,532,532,0.600300525920361,0.19984973703982,0.19984973703982, [0.840625   0.85       0.865625   0.84375    0.85534591],0.735218508997429,0.760925449871465,0.837121212121212,0.882025941939469,0.893617021276596,0.880475594493116,0.770601336302895,0.88265306122449,0.734072644601882,0.788154897494305,0.896373056994819,0.761962038701491,0.845632229756681,0.892255892255892,0.837121212121212
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116,10, low_bits_5, svdne,1464,488,488,0.6,0.2,0.2, [0.87755102 0.87414966 0.85958904 0.83561644 0.82876712],0.655701754385965,0.646929824561403,0.843434343434343,0.962290502793296,0.941256830601093,0.963114754098361,0.69980879541109,0.778723404255319,0.651805141041687,0.686159844054581,0.796380090497738,0.651381534610571,0.849270664505673,0.882154882154882,0.843434343434343
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdne,16,142,158,8, low_bits_4_shifted_2, svdne,1054,351,351,0.600227790432802,0.199886104783599,0.199886104783599, [0.83962264 0.82075472 0.85714286 0.81904762 0.83809524],0.780626780626781,0.769230769230769,0.818906605922551,0.847328244274809,0.842504743833017,0.848197343453511,0.804071246819338,0.802030456852792,0.777638605049773,0.747663551401869,0.75,0.767670157068063,0.819523269012486,0.816742081447964,0.818921499439578
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svd,26,137,163, zones, lab, svd,876,292,292,0.6,0.2,0.2, [0.88068182 0.89772727 0.88636364 0.87931034 0.88505747],0.845890410958904,0.873287671232877,0.910958904109589,0.945701357466063,0.954337899543379,0.945205479452055,0.849498327759197,0.913669064748201,0.848991395119199,0.885448916408669,0.966216216216216,0.871996996996997,0.913678618857901,0.948965517241379,0.911217452498241
ensemble_model_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116,10, low_bits_6, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.90972222 0.9020979  0.93356643 0.91258741 0.9020979 ],0.853813559322034,0.830508474576271,0.922138047138047,0.974683544303797,0.967877094972067,0.974860335195531,0.859470468431772,0.901709401709402,0.854216045392516,0.846743295019157,0.928571428571429,0.82967032967033,0.924024640657084,0.946969696969697,0.922138047138047
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113,12, low_bits_3, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.79608939 0.80446927 0.82122905 0.85195531 0.78212291],0.754266211604096,0.798634812286689,0.82996632996633,0.851871947911015,0.877094972067039,0.847486033519553,0.753424657534247,0.769230769230769,0.754615384615385,0.80655737704918,0.82,0.798111888111888,0.834426229508197,0.856902356902357,0.82996632996633
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svd,8,192,200,6, low_bits_4_shifted_2, svd,888,296,296,0.6,0.2,0.2, [0.76404494 0.71348315 0.69101124 0.73595506 0.6875    ],0.679054054054054,0.692567567567567,0.72027027027027,0.748898678414097,0.765765765765766,0.743243243243243,0.673539518900344,0.644736842105263,0.68000730994152,0.661710037174721,0.631205673758865,0.689796385266529,0.717983651226158,0.71506105834464,0.720249237113101
svm_model_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158,6, low_bits_5, svdne,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.86363636 0.8877551  0.87755102 0.91326531 0.86734694],0.779816513761468,0.767584097859327,0.847799511002445,0.894681960375391,0.873727087576375,0.897148676171079,0.773584905660377,0.793548387096774,0.780495123780945,0.781609195402299,0.781609195402299,0.766621591165202,0.846769230769231,0.839024390243902,0.847821018651363
ensemble_model_v2_N8_B146_E154_nb_zones_12_lab_svdne,8,146,154, zones, lab, svdne,1836,612,612,0.6,0.2,0.2, [0.90217391 0.90217391 0.88858696 0.87431694 0.91256831],0.837037037037037,0.837037037037037,0.901515151515152,0.922340425531915,0.944444444444444,0.920479302832244,0.848275862068965,0.976190476190476,0.845734126984127,0.867469879518072,1,0.825396825396825,0.906474820143885,0.954545454545455,0.901515151515152
ensemble_model_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154,10, low_bits_4, svdne,1512,504,504,0.6,0.2,0.2, [0.75986842 0.72847682 0.70198675 0.76821192 0.73178808],0.699074074074074,0.738425925925926,0.802188552188552,0.851147540983607,0.858465608465608,0.849867724867725,0.741035856573705,0.881516587677725,0.70320173275289,0.777996070726916,0.895927601809955,0.734693658724883,0.814668769716088,0.869528619528619,0.802188552188552
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154,12, low_bits_3, svd,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.78846154 0.78021978 0.7967033  0.79834254 0.7679558 ],0.782142857142857,0.753571428571429,0.799242424242424,0.80986301369863,0.813876651982379,0.808920704845815,0.753036437246964,0.72093023255814,0.777683659325427,0.750902527075812,0.688741721854305,0.759099543097695,0.796934865900383,0.787878787878788,0.799242424242424
svm_model_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152,12, low_bits_6, svdne,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.8        0.77058824 0.82058824 0.77810651 0.80473373],0.782352941176471,0.808823529411765,0.800084175084175,0.809307604994324,0.840801886792453,0.80188679245283,0.812182741116751,0.87431693989071,0.77473808777975,0.815864022662889,0.917197452229299,0.816522223382409,0.810681546432842,0.856060606060606,0.800084175084175
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116,12, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.77247191 0.80337079 0.80337079 0.78932584 0.79661017],0.688963210702341,0.605351170568562,0.796296296296296,0.85041095890411,0.87289088863892,0.846456692913386,0.724035608308605,0.787096774193548,0.685215053763441,0.644578313253012,0.743055555555556,0.610237455197133,0.805934242181235,0.845959595959596,0.796296296296296
svm_model_N8_B192_E200_nb_zones_4_lab_svd,8,192,200,4, lab, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.89473684 0.80701754 0.8245614  0.90178571 0.82142857],0.829787234042553,0.824468085106383,0.840764331210191,0.857142857142857,0.901060070671378,0.84982332155477,0.841584158415841,0.913978494623656,0.830673457838144,0.821621621621622,0.835164835164835,0.824798912427778,0.847250509164969,0.890792291220557,0.841185619294489
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svd,40,80,120,10, low_bits_4_shifted_2, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.92810458 0.94117647 0.9379085  0.91830065 0.91447368],0.790094339622642,0.827830188679245,0.920454545454545,0.982318271119843,0.981675392670157,0.982329842931937,0.776942355889724,0.741626794258373,0.789418048291977,0.823244552058111,0.790697674418605,0.828363191276288,0.919196237708422,0.904882154882155,0.920454545454545
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158,8, low_bits_4, svd,1194,398,398,0.6,0.2,0.2, [0.79166667 0.79583333 0.81092437 0.75210084 0.75630252],0.698492462311558,0.708542713567839,0.847738693467337,0.944582299421009,0.95644891122278,0.943886097152429,0.682539682539683,0.648241206030151,0.698492462311558,0.701030927835052,0.663414634146341,0.709945659042083,0.846582278481013,0.835164835164835,0.847814975721952
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_shifted_2_svdne,4,196,200, zones, low_bits_4_shifted_2, svdne,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.74409449 0.7007874  0.73412698 0.74206349 0.75396825],0.68646080760095,0.667458432304038,0.784425451092118,0.860429447852761,0.887658227848101,0.856012658227848,0.629213483146067,0.518518518518518,0.69096657633243,0.597701149425287,0.495238095238095,0.667050327239901,0.77390438247012,0.734404536862004,0.784664100492071
ensemble_model_v2_N4_B196_E200_nb_zones_8_lab_svd,4,196,200, zones, lab, svd,1140,380,380,0.6,0.2,0.2, [0.84649123 0.86403509 0.81140351 0.82894737 0.82894737],0.797368421052632,0.792105263157895,0.856842105263158,0.897887323943662,0.894736842105263,0.898245614035088,0.780626780626781,0.774011299435028,0.795872644791406,0.779944289693593,0.732984293193717,0.792418072522785,0.852654387865655,0.839019189765458,0.856619781992916
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154,12, low_bits_2, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.81395349 0.8128655  0.78362573 0.78947368 0.81871345],0.77710843373494,0.768072289156626,0.800084175084175,0.80622009569378,0.787383177570093,0.810747663551402,0.73943661971831,0.644171779141104,0.774748611464043,0.725978647686833,0.603550295857988,0.771100301303227,0.78766204738489,0.741582491582492,0.800084175084175
ensemble_model_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158,6, low_bits_5, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.83707865 0.85955056 0.88764045 0.84659091 0.90340909],0.786440677966102,0.759322033898305,0.873306233062331,0.938300349243306,0.909706546275395,0.940180586907449,0.803738317757009,0.843137254901961,0.784244683789009,0.756013745704467,0.79136690647482,0.761068068622025,0.872875594833447,0.873469387755102,0.873306893607646
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.48230088 0.48672566 0.5        0.46875    0.50892857],0.489304812834225,0.491978609625668,0.793803418803419,0.995547640249332,0.994661921708185,0.995551601423487,0.452722063037249,0.443820224719101,0.48721623480853,0.507772020725389,0.482758620689655,0.492841298648921,0.792249730893434,0.780487804878049,0.793903751739347
ensemble_model_N8_B192_E200_nb_zones_4_lab_svd,8,192,200,4, lab, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.84821429 0.8125     0.83928571 0.86607143 0.8125    ],0.854838709677419,0.849462365591398,0.871244635193133,0.881170018281536,0.860714285714286,0.883928571428571,0.866995073891626,0.936170212765957,0.85395467160037,0.854166666666667,0.911111111111111,0.851388888888889,0.872611464968153,0.885775862068966,0.871306734453286
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120,10, low_bits_5, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.875      0.85197368 0.85197368 0.86513158 0.88157895],0.698598130841121,0.686915887850467,0.882154882154882,0.988689288090486,0.977631578947368,0.988815789473684,0.760667903525046,0.957943925233645,0.698598130841121,0.752767527675277,0.953271028037383,0.686915887850467,0.891640866873065,0.96969696969697,0.882154882154882
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svd,8,192,200,6, low_bits_4_shifted_2, svd,942,314,314,0.6,0.2,0.2, [0.75789474 0.78723404 0.72340426 0.78191489 0.79255319],0.735668789808917,0.767515923566879,0.800636942675159,0.834562697576396,0.840764331210191,0.833333333333333,0.733118971061093,0.74025974025974,0.73575487012987,0.763754045307443,0.751592356687898,0.767515923566879,0.80050987890376,0.80306905370844,0.800646201981123
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152,10, low_bits_2, svdn,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [0.5        0.45323741 0.46376812 0.53623188 0.50724638],0.507592190889371,0.527114967462039,0.513876843018213,0.465189873417722,0.42485549132948,0.511560693641618,0.475750577367205,0.44017094017094,0.508631725592078,0.5,0.475982532751092,0.526784369823822,0.474449132676981,0.438095238095238,0.514008522609739
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.52845528 0.50819672 0.48770492 0.57377049 0.54508197],0.508599508599509,0.44963144963145,0.779469548133595,0.979355904211396,0.970540098199673,0.979541734860884,0.523809523809524,0.552763819095477,0.509554986470816,0.464114832535885,0.475490196078431,0.449567758137738,0.780868716447047,0.788954635108481,0.779506671761677
svm_model_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163,6, lab, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.49411765 0.52941176 0.56470588 0.52941176 0.54117647],0.530035335689046,0.568904593639576,0.555084745762712,0.568469505178366,0.581176470588235,0.558823529411765,0.533333333333333,0.546762589928058,0.530325739408473,0.573426573426573,0.569444444444444,0.568894884092726,0.5625,0.572033898305085,0.555084745762712
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdne,16,142,158,8, low_bits_4_shifted_2, svdne,1242,414,414,0.6,0.2,0.2, [0.816      0.83064516 0.80241935 0.75403226 0.81048387],0.804347826086956,0.765700483091787,0.856521739130435,0.898895497026338,0.851851851851852,0.904186795491143,0.812933025404157,0.80365296803653,0.804390586582367,0.761670761670761,0.771144278606965,0.765853829444328,0.852751611303917,0.826128722382325,0.856698957886983
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154,12, low_bits_6, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.83806818 0.79545455 0.80397727 0.76857143 0.78      ],0.851612903225806,0.845161290322581,0.877104377104377,0.887627695800227,0.890660592255125,0.887243735763098,0.832116788321168,0.74025974025974,0.850899100899101,0.822222222222222,0.711538461538462,0.846028971028971,0.873373807458803,0.847643097643097,0.877104377104377
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158,8, low_bits_6, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.525      0.47083333 0.53333333 0.55416667 0.55462185],0.533834586466165,0.481203007518797,0.724949899799599,0.869782971619366,0.869782971619366,0.869782971619366,0.557142857142857,0.573529411764706,0.532918552036199,0.515222482435597,0.528846153846154,0.479082762786951,0.731540342298289,0.739861523244313,0.724753096647537
ensemble_model_v2_N8_B192_E200_nb_zones_4_lab_svd,8,192,200, zones, lab, svd,612,204,204,0.6,0.2,0.2, [0.83064516 0.83606557 0.80327869 0.83606557 0.82786885],0.857843137254902,0.843137254901961,0.87156862745098,0.890625,0.931372549019608,0.88562091503268,0.855721393034826,0.803738317757009,0.860632045476443,0.802469135802469,0.747126436781609,0.830828175655762,0.869391824526421,0.872,0.871576923076923
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120,10, low_bits_4, svdn,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.54966887 0.60927152 0.59271523 0.59933775 0.59      ],0.580645161290323,0.612903225806452,0.592171717171717,0.667025282409898,0.822281167108753,0.589522546419098,0.665441176470588,0.887254901960784,0.597975277067349,0.703180212014134,0.865217391304348,0.596824381926684,0.673627484001347,0.841750841750842,0.592171717171717
ensemble_model_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120,10, lab, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.95666667 0.96666667 0.96       0.97       0.95302013],0.856492027334852,0.840546697038724,0.930555555555556,0.978378378378378,0.966622162883845,0.978638184245661,0.870636550308008,0.933920704845815,0.853752805253096,0.852320675105485,0.952830188679245,0.844256504031252,0.932404752150758,0.957912457912458,0.930555555555556
svm_model_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152,12, low_bits_5, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.81593407 0.81318681 0.77071823 0.77900552 0.75966851],0.722419928825623,0.708185053380783,0.782407407407407,0.81220410310363,0.851157662624035,0.803197353914002,0.736486486486486,0.789855072463768,0.723598864903213,0.724832214765101,0.755244755244755,0.707332522549914,0.792785571142285,0.832491582491583,0.782407407407407
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.59507042 0.56338028 0.54964539 0.58865248 0.56382979],0.51380042462845,0.581740976645435,0.800084889643463,0.968197879858657,0.968882602545969,0.968175388967468,0.501089324618736,0.504385964912281,0.513509854884124,0.59043659043659,0.581967213114754,0.581732505235791,0.8,0.798982188295165,0.800085826518016
ensemble_model_v2_N16_B142_E158_nb_zones_6_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.87765957 0.87234043 0.89247312 0.86021505 0.83333333],0.771704180064309,0.781350482315113,0.901670951156812,0.985042735042735,0.987152034261242,0.985010706638116,0.793002915451895,0.87741935483871,0.772043010752688,0.810055865921788,0.911949685534591,0.778343263819927,0.906536346976176,0.950064020486555,0.901483623146503
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_4_shifted_2_svdne,32,84,116, zones, low_bits_4_shifted_2, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.92905405 0.90540541 0.91496599 0.89455782 0.90816327],0.787139689578714,0.829268292682927,0.914141414141414,0.978868438991138,0.974219810040706,0.978968792401628,0.808,0.866952789699571,0.784393826042446,0.835820895522388,0.89908256880734,0.831515533330708,0.916256157635468,0.939393939393939,0.914141414141414
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svd,8,192,200, zones, low_bits_4_shifted_2, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.76162791 0.79651163 0.75       0.79069767 0.73837209],0.695804195804196,0.674825174825175,0.810055865921788,0.892271662763466,0.886046511627907,0.893023255813954,0.694736842105263,0.692307692307692,0.695804195804196,0.659340659340659,0.638297872340426,0.674321349963316,0.807365439093485,0.798319327731092,0.81002317361485
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113,12, low_bits_6, svdn,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.6374269  0.57017544 0.56140351 0.5877193  0.57941176],0.455089820359281,0.502994011976048,0.837962962962963,0.978273634762184,0.975409836065574,0.978337236533958,0.438271604938272,0.43030303030303,0.454796485565716,0.533707865168539,0.562130177514793,0.502277209969518,0.838438942509442,0.840909090909091,0.837962962962963
ensemble_model_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158,10, lab, svdn,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.56493506 0.46405229 0.5        0.49346405 0.50326797],0.530805687203791,0.507109004739336,0.829124579124579,1,1,1,0.547945205479452,0.542986425339366,0.530199680331375,0.504761904761905,0.527363184079602,0.508025483442516,0.830125523012552,0.835016835016835,0.829124579124579
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,1554,518,518,0.6,0.2,0.2, [0.93910256 0.94871795 0.92580645 0.95483871 0.94516129],0.720194647201947,0.720194647201947,0.886784511784512,0.974358974358974,0.953667953667953,0.974903474903475,0.752688172043011,0.879396984924623,0.725075850952878,0.773175542406312,0.924528301886792,0.713520432350431,0.892097874047332,0.936026936026936,0.886784511784512
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154,12, low_bits_5, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.83240223 0.84078212 0.79329609 0.84916201 0.81005587],0.744027303754266,0.784982935153584,0.876683501683502,0.912379875635952,0.901675977653631,0.91340782122905,0.738675958188153,0.716216216216216,0.744315004659832,0.767527675276753,0.717241379310345,0.784296365330848,0.874086807047701,0.856060606060606,0.876683501683502
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152,12, low_bits_3, svd,1672,557,557,0.600143575017947,0.199928212491027,0.199928212491027, [0.82440476 0.84431138 0.76347305 0.82335329 0.78443114],0.755681818181818,0.778409090909091,0.795875420875421,0.813913043478261,0.839712918660287,0.808014354066986,0.726114649681529,0.636871508379888,0.757742112571447,0.754716981132076,0.69364161849711,0.776988407013918,0.794229953330505,0.787878787878788,0.795875420875421
svm_model_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200,4, lab, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.83050847 0.88983051 0.82758621 0.86206897 0.85344828],0.855670103092784,0.819587628865979,0.846707818930041,0.852739726027397,0.852739726027397,0.852739726027397,0.865384615384615,0.918367346938775,0.855017006802721,0.834123222748815,0.838095238095238,0.817924023542001,0.851445663010967,0.862626262626263,0.846407470935773
ensemble_model_v2_N8_B146_E154_nb_zones_10_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,1524,508,508,0.6,0.2,0.2, [0.79738562 0.75490196 0.76644737 0.76644737 0.76973684],0.669014084507042,0.612676056338028,0.799242424242424,0.889748549323017,0.905511811023622,0.887795275590551,0.688741721854305,0.728971962616822,0.668731264327279,0.643628509719223,0.702830188679245,0.613097337330277,0.806647750304013,0.837542087542088,0.799242424242424
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116,12, low_bits_2, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.53735632 0.56896552 0.56034483 0.51724138 0.55780347],0.573667711598746,0.561128526645768,0.553872053872054,0.584305408271474,0.634062140391254,0.548906789413118,0.592814371257485,0.630573248407643,0.574545883463081,0.583333333333333,0.604938271604938,0.56043091924196,0.58528951486698,0.62962962962963,0.553872053872054
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152,12, low_bits_6, svdne,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.80294118 0.77058824 0.79411765 0.76923077 0.75147929],0.817647058823529,0.8,0.880050505050505,0.908120924718435,0.903301886792453,0.908608490566038,0.838541666666667,0.904494382022472,0.813358302122347,0.804597701149425,0.864197530864197,0.802885282286031,0.882182720132286,0.898148148148148,0.880050505050505
svm_model_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200,8, lab, svdne,1242,414,414,0.6,0.2,0.2, [0.832      0.83467742 0.85080645 0.84274194 0.76612903],0.814009661835749,0.809178743961353,0.823671497584541,0.838360402165507,0.872785829307568,0.831723027375201,0.82051282051282,0.85024154589372,0.814009661835749,0.814117647058824,0.860696517412935,0.810629948847313,0.829995342338146,0.865889212827988,0.823914827355397
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.7519685  0.77559055 0.79527559 0.76771654 0.77165354],0.621749408983451,0.614657210401891,0.816162570888469,0.950226244343891,0.992125984251968,0.948031496062992,0.689922480620155,0.824074074074074,0.617351046698873,0.687140115163148,0.828703703703704,0.610004025764895,0.835378755818874,0.925023430178069,0.815228588301618
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,1410,470,470,0.6,0.2,0.2, [0.92907801 0.93971631 0.89361702 0.89007092 0.95390071],0.770212765957447,0.793617021276596,0.894893617021276,0.969957081545064,0.961702127659574,0.970212765957447,0.805755395683453,0.949152542372881,0.769448066058236,0.820037105751391,0.948497854077253,0.794924032523858,0.900922583233052,0.956558773424191,0.894946053378762
svm_model_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158,8, low_bits_2, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.75423729 0.77542373 0.78813559 0.78389831 0.77118644],0.748091603053435,0.788804071246819,0.828585961342828,0.872637633525062,0.9,0.86864406779661,0.749367088607595,0.743718592964824,0.748147956276226,0.773841961852861,0.763440860215054,0.787517531556802,0.829711975745326,0.842051282051282,0.828694662216357
ensemble_model_v2_N32_B84_E116_nb_zones_10_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.87162162 0.89189189 0.8537415  0.89455782 0.86734694],0.764966740576497,0.69179600886918,0.88047138047138,0.973595125253893,0.975576662143826,0.973541383989145,0.791338582677165,0.82716049382716,0.759734093067426,0.695842450765864,0.764423076923077,0.697026353276353,0.883701883701884,0.908249158249158,0.88047138047138
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.80067568 0.80067568 0.81756757 0.76689189 0.82432432],0.814732142857143,0.810267857142857,0.844276094276094,0.867105263157895,0.89054054054054,0.863513513513513,0.836935166994106,0.926086956521739,0.811667331471879,0.826175869120654,0.926605504587156,0.813302752293578,0.853057982525814,0.904040404040404,0.844276094276094
svm_model_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158,8, low_bits_3, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.80416667 0.80252101 0.77310924 0.81932773 0.79831933],0.758186397984887,0.765743073047859,0.79103726082578,0.827217125382263,0.907718120805369,0.810402684563758,0.7847533632287,0.853658536585366,0.754954268292683,0.786206896551724,0.890625,0.769702743902439,0.810415714938328,0.8932527693857,0.791037260825781
ensemble_model_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200,4, lab, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.93965517 0.92241379 0.87068966 0.92241379 0.88793103],0.77720207253886,0.823834196891192,0.910973084886128,0.984455958549223,0.982758620689655,0.98448275862069,0.754285714285714,0.758620689655172,0.775536759921926,0.822916666666667,0.831578947368421,0.823952738990333,0.909090909090909,0.911016949152542,0.910974061620806
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113,12, low_bits_2, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.81818182 0.84943182 0.76704545 0.82       0.8       ],0.854838709677419,0.835483870967742,0.838804713804714,0.841698841698842,0.869020501138952,0.836560364464692,0.84641638225256,0.855172413793103,0.854858934169279,0.84012539184953,0.812121212121212,0.837095088819227,0.842061855670103,0.859427609427609,0.838804713804714
ensemble_model_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163,6, lab, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.51704545 0.48275862 0.52873563 0.57471264 0.50574713],0.537931034482759,0.510344827586207,0.809917355371901,1,1,1,0.559210526315789,0.544871794871795,0.537361270570226,0.481751824817518,0.448979591836735,0.511203082631654,0.809655172413793,0.794316644113667,0.810201800317703
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_shifted_2_svdne,16,142,158, zones, low_bits_4_shifted_2, svdne,1126,375,375,0.600213219616205,0.199893390191898,0.199893390191898, [0.77876106 0.72566372 0.77876106 0.82589286 0.78571429],0.765333333333333,0.773333333333333,0.859808102345416,0.919928825622776,0.91829484902309,0.920071047957371,0.78743961352657,0.905555555555556,0.770726495726496,0.797136038186158,0.878947368421053,0.771906116642959,0.86561062851303,0.907824222936763,0.860062694713344
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152,12, low_bits_4, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.6741573  0.76404494 0.74157303 0.73595506 0.74157303],0.691275167785235,0.630872483221476,0.783670033670034,0.830065359477124,0.856179775280899,0.824719101123595,0.740112994350283,0.808641975308642,0.680056281771968,0.651898734177215,0.757352941176471,0.641022149600581,0.794892258579409,0.838383838383838,0.783670033670034
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svdn,26,87,113, zones, low_bits_4, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.53278689 0.52747253 0.54945055 0.53571429 0.56043956],0.581227436823105,0.541516245487365,0.878367003367003,0.974557522123894,0.967069154774972,0.974753018660812,0.573529411764706,0.549295774647887,0.582055294731351,0.538181818181818,0.548148148148148,0.541679707876891,0.877282377919321,0.869528619528619,0.878367003367003
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svdne,8,192,200,6, low_bits_4_shifted_2, svdne,864,288,288,0.6,0.2,0.2, [0.78735632 0.85632184 0.79069767 0.79069767 0.75581395],0.71875,0.729166666666667,0.776388888888889,0.800489596083231,0.756944444444444,0.811342592592593,0.730897009966777,0.728476821192053,0.718253009136172,0.736486486486487,0.741496598639456,0.728904327688522,0.772277227722772,0.747945205479452,0.776789504148177
ensemble_model_v2_N8_B192_E200_nb_zones_4_lab_svdne,8,192,200, zones, lab, svdne,606,202,202,0.6,0.2,0.2, [0.87704918 0.77868852 0.81967213 0.84166667 0.8       ],0.861386138613861,0.836633663366337,0.878217821782178,0.899350649350649,0.914191419141914,0.897689768976898,0.871559633027523,0.922330097087379,0.860154947533588,0.827225130890052,0.868131868131868,0.839471339471339,0.88,0.907444668008048,0.878673601060554
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158,8, low_bits_5, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.85840708 0.87168142 0.875      0.90178571 0.87053571],0.788770053475936,0.764705882352941,0.840811965811966,0.878815911193339,0.845195729537366,0.883451957295374,0.798982188295165,0.813471502590673,0.787951220908596,0.767195767195767,0.814606741573034,0.766997248337537,0.839092872570194,0.832797427652733,0.840786360258741
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svdn,32,84,116, zones, lab, svdn,1882,627,627,0.600127551020408,0.199936224489796,0.199936224489796, [0.64814815 0.67021277 0.69946809 0.66755319 0.64893617],0.65587044534413,0.611336032388664,0.875,0.939393939393939,0.955366631243358,0.93836344314559,0.690909090909091,0.748031496062992,0.653182414698163,0.625,0.666666666666667,0.612860892388451,0.878527607361963,0.904040404040404,0.875
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svd,40,80,120, zones, low_bits_4_shifted_2, svd,1390,463,463,0.600172711571675,0.199913644214162,0.199913644214162, [0.9028777  0.9352518  0.90647482 0.89208633 0.89208633],0.73866090712743,0.704103671706264,0.876079447322971,0.978909090909091,0.968345323741007,0.979136690647482,0.753564154786151,0.770833333333333,0.737434603886398,0.718685831622177,0.777777777777778,0.706115779645191,0.878028049298767,0.89051724137931,0.87605446844052
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svd,4,196,200,10, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.72368421 0.76315789 0.73355263 0.75328947 0.77631579],0.682242990654206,0.698598130841121,0.730639730639731,0.749833222148099,0.739473684210526,0.75328947368421,0.674641148325359,0.674641148325359,0.682069432610168,0.707482993197279,0.712328767123288,0.698269646719539,0.728583545377438,0.723063973063973,0.730639730639731
ensemble_model_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200,8, lab, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.85294118 0.87394958 0.81932773 0.87288136 0.87288136],0.827848101265823,0.782278481012658,0.857287449392712,0.8917089678511,0.888701517706577,0.892074198988196,0.856540084388186,0.914414414414414,0.815588710097381,0.7981220657277,0.880829015544041,0.784473913712615,0.864553314121038,0.892857142857143,0.85655253837072
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_3_svdne,26,87,113, zones, low_bits_3, svdne,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.78723404 0.81382979 0.77393617 0.79144385 0.84491979],0.812,0.812,0.868686868686869,0.88681204569055,0.91044776119403,0.883795309168444,0.821292775665399,0.870967741935484,0.812467997951869,0.818532818532819,0.841269841269841,0.811763952892985,0.872549019607843,0.898989898989899,0.868686868686869
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152,12, low_bits_5, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.79428571 0.78857143 0.80857143 0.79714286 0.78857143],0.651757188498403,0.603833865814696,0.823653198653199,0.894557823129252,0.901714285714286,0.893714285714286,0.676557863501484,0.716981132075472,0.650698358245528,0.624242424242424,0.668831168831169,0.604855835987912,0.827642945290004,0.846801346801347,0.823653198653199
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158,8, low_bits_6, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.52479339 0.50826446 0.57024793 0.57438017 0.55785124],0.513647642679901,0.550868486352357,0.812996031746032,1,1,1,0.528846153846154,0.526315789473684,0.513157894736842,0.539440203562341,0.535353535353535,0.55060359694506,0.813273897969292,0.811264822134387,0.81300292899548
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svdne,8,192,200,6, low_bits_4_shifted_2, svdne,840,280,280,0.6,0.2,0.2, [0.79761905 0.79761905 0.78571429 0.78571429 0.78571429],0.764285714285714,0.7,0.809285714285714,0.860548271752086,0.85952380952381,0.860714285714286,0.75187969924812,0.704225352112676,0.765156154317208,0.693430656934306,0.688405797101449,0.699836701367626,0.80638143582306,0.794285714285714,0.809285714285714
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113,12, low_bits_5, svdn,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.57142857 0.56       0.58045977 0.56609195 0.53735632],0.537974683544304,0.598101265822785,0.877525252525252,0.989595375722543,0.981651376146789,0.989678899082569,0.615789473684211,0.790540540540541,0.553008365508366,0.680100755667506,0.803571428571429,0.584218146718147,0.883925009972078,0.932659932659933,0.877525252525252
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdn,26,87,113,12, low_bits_4_shifted_2, svdn,1788,596,596,0.6,0.2,0.2, [0.51117318 0.50558659 0.53351955 0.53351955 0.54213483],0.496598639455782,0.527210884353742,0.878787878787879,0.999440402909905,0.998881431767338,0.999440715883669,0.482517482517483,0.496402877697842,0.496588535623115,0.572307692307692,0.6,0.523021582733813,0.879899916597164,0.888047138047138,0.878787878787879
svm_model_N8_B192_E200_nb_zones_6_lab_svd,8,192,200,6, lab, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.85955056 0.84269663 0.83707865 0.82954545 0.84659091],0.810169491525424,0.789830508474576,0.827235772357724,0.847946725860155,0.862302483069978,0.845372460496614,0.789473684210526,0.766423357664234,0.807262311743509,0.796052631578947,0.780645161290323,0.790322580645162,0.826648538409245,0.827210884353741,0.827235671596574
ensemble_model_v2_N40_B80_E120_nb_zones_10_lab_svdne,40,80,120, zones, lab, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.91558442 0.93831169 0.94155844 0.93181818 0.91176471],0.899761336515513,0.899761336515513,0.941498316498316,0.963259853039412,0.937581274382315,0.964239271781534,0.900943396226415,0.892523364485981,0.899920218828357,0.895522388059701,0.878048780487805,0.899304764075678,0.940163581575549,0.919191919191919,0.941498316498316
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152,10, low_bits_2, svdn,1494,498,498,0.6,0.2,0.2, [0.49333333 0.5        0.52013423 0.51006711 0.55033557],0.492063492063492,0.519274376417233,0.815656565656566,0.998661311914324,0.998661311914324,0.998661311914324,0.525423728813559,0.518828451882845,0.489612245743403,0.485436893203883,0.495049504950495,0.517399229462695,0.815811606391926,0.816498316498316,0.815656565656566
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154,12, low_bits_3, svd,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.7540107  0.77540107 0.78074866 0.77005348 0.78342246],0.782608695652174,0.837944664031621,0.851010101010101,0.862765957446809,0.867379679144385,0.862032085561497,0.792452830188679,0.826771653543307,0.782433445819273,0.837944664031621,0.841269841269841,0.83795775528059,0.852376980817348,0.86026936026936,0.851010101010101
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158,8, low_bits_2, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.79831933 0.79831933 0.77731092 0.72881356 0.72033898],0.80506329113924,0.820253164556962,0.831983805668016,0.851132686084142,0.887015177065767,0.844856661045531,0.784313725490196,0.740740740740741,0.802409205321827,0.808625336927224,0.769230769230769,0.819615384615385,0.830957230142566,0.835209825997953,0.832019327413391
svm_model_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120,10, low_bits_2, svdne,1394,464,464,0.600344530577089,0.199827734711456,0.199827734711456, [0.82857143 0.84642857 0.83093525 0.84892086 0.85251799],0.795258620689655,0.765086206896552,0.822566752799311,0.856749311294766,0.892395982783357,0.850789096126256,0.782608695652174,0.77027027027027,0.794226044226044,0.762527233115468,0.751072961373391,0.765146870297085,0.824531516183986,0.840277777777778,0.822702991452991
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158,8, low_bits_3, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.86290323 0.81048387 0.86693548 0.78629032 0.83064516],0.743341404358354,0.772397094430993,0.831558567279768,0.884555382215289,0.914516129032258,0.880645161290323,0.762331838565023,0.817307692307692,0.742800187617261,0.783410138248848,0.841584158415841,0.7738726479283,0.839037927844588,0.880582524271845,0.831700528545189
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154,12, low_bits_2, svd,1746,582,582,0.6,0.2,0.2, [0.79428571 0.74285714 0.74285714 0.79597701 0.79885057],0.838095238095238,0.828571428571429,0.86026936026936,0.870062965083,0.870561282932417,0.869988545246277,0.858725761772853,0.901162790697674,0.831700276467718,0.822368421052632,0.874125874125874,0.832411774272239,0.862354892205638,0.875420875420875,0.86026936026936
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116,12, low_bits_3, svdn,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.56285714 0.57428571 0.64655172 0.62068966 0.58333333],0.645569620253165,0.598101265822785,0.861111111111111,0.948207171314741,0.955275229357798,0.947821100917431,0.670588235294118,0.686746987951807,0.643373493975904,0.601880877742947,0.64,0.600120481927711,0.86341059602649,0.877946127946128,0.861111111111111
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163,4, low_bits_3, svd,606,202,202,0.6,0.2,0.2, [0.81147541 0.82786885 0.83606557 0.71666667 0.775     ],0.712871287128713,0.683168316831683,0.759405940594059,0.826398852223816,0.95049504950495,0.8003300330033,0.771653543307087,0.91588785046729,0.700049188391539,0.703703703703704,0.863636363636364,0.703748006379585,0.791773778920309,0.927710843373494,0.761706984186747
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120,10, low_bits_5, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.86241611 0.89597315 0.89527027 0.86824324 0.87837838],0.690582959641256,0.659192825112108,0.860690235690236,0.971859986273164,0.954177897574124,0.972371967654987,0.754448398576512,0.905982905982906,0.679406547331076,0.708812260536398,0.872641509433962,0.669226737622964,0.869736324281779,0.93013468013468,0.860690235690236
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158,8, low_bits_5, svd,1056,352,352,0.6,0.2,0.2, [0.80660377 0.89622642 0.8490566  0.84285714 0.83809524],0.769886363636364,0.803977272727273,0.861931818181818,0.910834132310642,0.899621212121212,0.911931818181818,0.775623268698061,0.828402366863905,0.772124680699712,0.822622107969152,0.860215053763441,0.800589454592564,0.864472950362521,0.877689694224236,0.861877914386918
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svdn,26,137,163, zones, lab, svdn,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.53535354 0.57070707 0.47979798 0.46969697 0.58673469],0.504559270516717,0.458966565349544,0.787363304981774,0.990881458966565,0.989878542510121,0.990890688259109,0.524781341107872,0.5,0.50503355704698,0.436708860759494,0.425925925925926,0.458471944998891,0.787363304981774,0.77511961722488,0.78755980861244
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svd,8,146,154, zones, low_bits_6, svd,1770,590,590,0.6,0.2,0.2, [0.83333333 0.79943503 0.81073446 0.8220339  0.78531073],0.815181518151815,0.834983498349835,0.891414141414141,0.915178571428571,0.926553672316384,0.914124293785311,0.792592592592593,0.713333333333333,0.814183006535948,0.826388888888889,0.777777777777778,0.835555555555555,0.890212765957447,0.88047138047138,0.891414141414141
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_shifted_2_svdne,8,192,200, zones, low_bits_4_shifted_2, svdne,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.74712644 0.75862069 0.79885057 0.72988506 0.79069767],0.740484429065744,0.740484429065744,0.824343015214384,0.879350348027842,0.873271889400922,0.880184331797235,0.733096085409253,0.668831168831169,0.745526695526695,0.693877551020408,0.639097744360902,0.73301041064199,0.81700288184438,0.786407766990291,0.824238366253766
ensemble_model_N8_B192_E200_nb_zones_6_lab_svd,8,192,200,6, lab, svd,906,302,302,0.6,0.2,0.2, [0.85714286 0.87362637 0.86813187 0.85       0.91111111],0.850993377483444,0.788079470198676,0.89205298013245,0.941558441558442,0.960264900662252,0.940397350993378,0.86322188449848,0.922077922077922,0.849552474552474,0.794871794871795,0.8,0.787755102040816,0.895846645367412,0.91994750656168,0.891791935099022
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_6_svdne,4,148,152, zones, low_bits_6, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.75833333 0.80167598 0.79608939 0.78212291 0.75698324],0.815068493150685,0.839041095890411,0.884259259259259,0.902247191011236,0.896205357142857,0.902901785714286,0.822368421052632,0.892857142857143,0.818139097744361,0.850793650793651,0.881578947368421,0.837218045112782,0.885368903709879,0.893939393939394,0.884259259259259
ensemble_model_v2_N4_B196_E200_nb_zones_8_lab_svdne,4,196,200, zones, lab, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.8173913  0.84782609 0.83478261 0.77391304 0.78947368],0.81151832460733,0.816753926701571,0.851464435146443,0.875219683655536,0.867595818815331,0.876306620209059,0.823529411764706,0.870466321243523,0.810894536283137,0.82843137254902,0.903743315508021,0.818538324420677,0.854657113613101,0.875262054507338,0.851514117024024
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158,8, low_bits_4, svdn,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.48  0.468 0.476 0.476 0.476],0.451923076923077,0.512019230769231,0.512968299711816,0.54841208365608,0.5664,0.5336,0.451923076923077,0.463054187192118,0.452184370591364,0.533333333333333,0.555023923444976,0.511811478630701,0.526610644257703,0.543876567020251,0.513086608868977
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163,4, low_bits_3, svd,582,194,194,0.6,0.2,0.2, [0.8559322  0.81896552 0.8362069  0.82758621 0.8362069 ],0.747422680412371,0.778350515463918,0.824742268041237,0.875399361022364,0.941580756013746,0.865979381443299,0.729281767955801,0.702127659574468,0.746063829787234,0.770053475935829,0.73469387755102,0.778805272108843,0.82897384305835,0.853002070393375,0.824858324724408
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116,12, low_bits_4, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.75842697 0.77118644 0.78531073 0.7740113  0.76271186],0.728476821192053,0.731788079470199,0.873316498316498,0.922732362821948,0.930022573363431,0.922121896162528,0.773480662983425,0.927152317880795,0.728476821192053,0.769230769230769,0.894039735099338,0.731788079470199,0.879551820728291,0.925084175084175,0.873316498316498
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svdn,16,142,158, zones, lab, svdn,1376,458,458,0.600349040139616,0.199825479930192,0.199825479930192, [0.51449275 0.52536232 0.55797101 0.5729927  0.51459854],0.480349344978166,0.517467248908297,0.795811518324607,0.993482983345402,0.997093023255814,0.993459302325581,0.480349344978166,0.495495495495496,0.480798595205375,0.501128668171557,0.488986784140969,0.517220664797757,0.794916739702016,0.797713280562885,0.795826337251139
svm_model_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200,4, low_bits_6, svd,540,180,180,0.6,0.2,0.2, [0.76851852 0.82407407 0.73148148 0.72222222 0.69444444],0.755555555555556,0.738888888888889,0.745555555555556,0.741573033707865,0.733333333333333,0.744444444444444,0.768421052631579,0.776595744680851,0.754576942107867,0.725146198830409,0.688888888888889,0.738888888888889,0.74413407821229,0.733480176211454,0.74566385492187
svm_model_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163,6, lab, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.9        0.93333333 0.92777778 0.96067416 0.93258427],0.802013422818792,0.812080536912752,0.88739946380697,0.941045606229144,0.944196428571429,0.940848214285714,0.797250859106529,0.768211920529801,0.802473307203676,0.80952380952381,0.804054054054054,0.812027027027027,0.886792452830189,0.880856760374833,0.887408245959228
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svd,8,146,154, zones, low_bits_5, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.83426966 0.80898876 0.83333333 0.8079096  0.81355932],0.777408637873754,0.764119601328904,0.884259259259259,0.921309592188397,0.904171364148816,0.922773393461105,0.792569659442724,0.825806451612903,0.775916924436589,0.765676567656766,0.794520547945205,0.765002209456474,0.883819180397127,0.88047138047138,0.884259259259259
ensemble_model_v2_N8_B192_E200_nb_zones_6_lab_svd,8,192,200, zones, lab, svd,912,304,304,0.6,0.2,0.2, [0.85326087 0.86813187 0.80769231 0.77472527 0.81868132],0.822368421052632,0.868421052631579,0.873684210526316,0.894623655913978,0.912280701754386,0.892543859649123,0.804347826086956,0.834586466165413,0.823725981620719,0.869281045751634,0.841772151898734,0.869516212935669,0.873015873015873,0.883534136546185,0.873849862580984
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svd,16,142,158,10, low_bits_4_shifted_2, svd,1618,539,539,0.600148367952522,0.199925816023739,0.199925816023739, [0.79012346 0.79938272 0.83333333 0.85493827 0.79192547],0.775725593667546,0.720316622691293,0.820286195286195,0.851385390428212,0.835599505562423,0.854140914709518,0.799054373522459,0.884816753926702,0.774855185473989,0.751173708920188,0.851063829787234,0.721343433218224,0.824784571194091,0.845959595959596,0.820286195286195
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.81666667 0.76271186 0.83050847 0.77966102 0.79661017],0.725888324873096,0.746192893401015,0.844827586206896,0.916808149405773,0.912162162162162,0.91722972972973,0.756756756756757,0.884210526315789,0.731320949432405,0.772727272727273,0.876288659793814,0.748144329896907,0.851600387972842,0.899590163934426,0.845377411284482
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200,4, low_bits_6, svd,518,172,172,0.60092807424594,0.19953596287703,0.19953596287703, [0.79807692 0.79807692 0.77884615 0.76923077 0.8627451 ],0.697674418604651,0.709302325581395,0.824825986078886,0.901803607214429,0.868725868725869,0.905405405405405,0.69047619047619,0.591836734693878,0.714837286265858,0.63768115942029,0.564102564102564,0.696944899072559,0.812422360248447,0.751724137931034,0.825510780909311
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154,12, low_bits_4, svd,1806,602,602,0.6,0.2,0.2, [0.71823204 0.71546961 0.72375691 0.71111111 0.74444444],0.635087719298246,0.614035087719298,0.70496632996633,0.761391474767271,0.86046511627907,0.730343300110742,0.686746987951807,0.832116788321168,0.642409745511935,0.672619047619048,0.763513513513513,0.60803412901953,0.741232927279439,0.845117845117845,0.70496632996633
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.788      0.828      0.82       0.85887097 0.86290323],0.780722891566265,0.746987951807229,0.845375722543353,0.901185770750988,0.914927768860353,0.899678972712681,0.814663951120163,0.909090909090909,0.772494172494172,0.769230769230769,0.921052631578947,0.760526315789474,0.854816824966079,0.914811229428848,0.845708586910014
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.74152542 0.72457627 0.78813559 0.73728814 0.73305085],0.824427480916031,0.796437659033079,0.84028484231943,0.862155388471178,0.874576271186441,0.860169491525424,0.802292263610315,0.740740740740741,0.821350762527233,0.8,0.744186046511628,0.80186830415469,0.838643371017472,0.82092555331992,0.840503928923334
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svd,8,192,200,8, low_bits_4_shifted_2, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.78070175 0.7699115  0.75221239 0.81858407 0.77433628],0.713527851458886,0.70026525198939,0.753976670201485,0.770538243626062,0.720848056537102,0.785335689045936,0.737864077669903,0.804232804232804,0.71328661488236,0.731591448931116,0.832432432432432,0.70267454954955,0.754756871035941,0.759574468085106,0.75399442220323
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,1176,392,392,0.6,0.2,0.2, [0.49152542 0.49152542 0.42372881 0.48717949 0.56837607],0.545918367346939,0.533163265306122,0.812755102040816,0.994897959183674,0.994897959183674,0.994897959183674,0.576190476190476,0.601990049751244,0.544450522257821,0.531969309462916,0.568306010928962,0.535349177713285,0.815299446401611,0.833333333333333,0.812921727395412
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120,10, low_bits_4, svdn,1536,512,512,0.6,0.2,0.2, [0.60064935 0.62012987 0.57467532 0.61111111 0.62418301],0.583333333333333,0.64047619047619,0.820286195286195,0.935214881334189,0.94921875,0.934244791666667,0.658869395711501,0.761261261261261,0.572549822549823,0.694949494949495,0.868686868686869,0.652811902811903,0.833657966497857,0.900673400673401,0.820286195286195
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.74561404 0.74561404 0.72807018 0.76315789 0.78571429],0.71957671957672,0.746031746031746,0.824524312896406,0.882032667876588,0.855633802816901,0.88556338028169,0.674846625766871,0.632183908045977,0.7131507775524,0.74468085106383,0.686274509803922,0.751183231913455,0.815964523281596,0.778012684989429,0.824524312896406
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.84166667 0.86666667 0.84583333 0.79583333 0.85294118],0.731829573934837,0.789473684210526,0.87625250501002,0.952136752136752,0.929883138564274,0.953255425709516,0.737100737100737,0.746268656716418,0.731720186944068,0.792079207920792,0.829015544041451,0.790721364253735,0.875315497223624,0.873111782477341,0.876236848367285
ensemble_model_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163,6, lab, svdne,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.90526316 0.9        0.88421053 0.92021277 0.92021277],0.828571428571429,0.876190476190476,0.928299492385787,0.978768577494692,0.974630021141649,0.978858350951374,0.823529411764706,0.823529411764706,0.82843137254902,0.876971608832808,0.874213836477987,0.876209482341558,0.92779552715655,0.92484076433121,0.92828637458027
svm_model_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116,12, lab, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.91242938 0.94915254 0.96610169 0.95454545 0.96590909],0.839344262295082,0.816393442622951,0.942760942760943,0.982275586049171,0.97281993204983,0.982446206115515,0.851063829787234,0.903225806451613,0.838279569892473,0.831325301204819,0.92,0.818064516129032,0.94356846473029,0.957070707070707,0.942760942760943
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svd,4,196,200,10, low_bits_4_shifted_2, svd,1488,496,496,0.6,0.2,0.2, [0.69127517 0.73489933 0.72818792 0.68120805 0.67905405],0.77027027027027,0.779279279279279,0.807239057239057,0.824966078697422,0.817204301075269,0.826612903225806,0.735751295336787,0.663551401869159,0.766558309630232,0.768867924528302,0.708695652173913,0.7819179195449,0.799474605954466,0.768518518518518,0.807239057239057
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163,4, low_bits_3, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.53508772 0.60526316 0.5877193  0.5       ],0.647368421052632,0.605263157894737,0.590336134453781,0.59344262295082,0.632867132867133,0.566433566433566,0.676328502415459,0.769230769230769,0.652292152292152,0.647887323943662,0.711340206185567,0.602981931049773,0.621359223300971,0.675105485232067,0.590690817929841
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_5_svdne,4,148,152, zones, low_bits_5, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.71891892 0.77027027 0.75135135 0.75815217 0.74728261],0.792452830188679,0.720754716981132,0.863636363636364,0.89476524554776,0.898158179848321,0.894366197183099,0.814814814814815,0.870503597122302,0.788426401735754,0.735714285714286,0.817460317460317,0.725276921320087,0.866666666666667,0.886363636363636,0.863636363636364
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svd,32,84,116,12, low_bits_4_shifted_2, svd,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.91032609 0.89673913 0.91032609 0.86684783 0.89673913],0.75,0.783582089552239,0.90530303030303,0.944320712694878,0.921739130434783,0.945652173913044,0.774410774410774,0.864661654135338,0.750849345586188,0.797202797202797,0.844444444444444,0.78312447786132,0.905422446406053,0.906565656565657,0.90530303030303
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152,12, low_bits_3, svd,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.76648352 0.74725275 0.79945055 0.78176796 0.78453039],0.817857142857143,0.8,0.832491582491583,0.84329563812601,0.862334801762115,0.839757709251101,0.824742268041237,0.888888888888889,0.820306513409962,0.826086956521739,0.917241379310345,0.795657726692209,0.838866396761134,0.872053872053872,0.832491582491582
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120,10, low_bits_6, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.59271523 0.6192053  0.55333333 0.57333333 0.59666667],0.555045871559633,0.51605504587156,0.594276094276094,0.672524897480961,0.763297872340426,0.628324468085106,0.654804270462633,0.793103448275862,0.538708586883029,0.605607476635514,0.794117647058823,0.532834685598377,0.65620542082739,0.774410774410774,0.594276094276094
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_2_svdne,26,87,113, zones, low_bits_2, svdne,1882,627,627,0.600127551020408,0.199936224489796,0.199936224489796, [0.81481481 0.86968085 0.86170213 0.81914894 0.83244681],0.777327935222672,0.676113360323887,0.861952861952862,0.900566718186502,0.928799149840595,0.897449521785335,0.780876494023904,0.844827586206896,0.781192419057647,0.692307692307692,0.687022900763359,0.675408002105817,0.866231647634584,0.893939393939394,0.861952861952862
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152,12, low_bits_4, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.72527473 0.75       0.73480663 0.71823204 0.74033149],0.693950177935943,0.676156583629893,0.801346801346801,0.843168527379054,0.874310915104741,0.837375964718853,0.726114649681529,0.797202797202797,0.692079659470964,0.701639344262295,0.77536231884058,0.67789094963008,0.8112,0.853535353535353,0.801346801346801
svm_model_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200,6, lab, svdne,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.87777778 0.81111111 0.85555556 0.86111111 0.83146067],0.816053511705686,0.779264214046823,0.828208556149733,0.857442348008386,0.910913140311804,0.848552338530067,0.838709677419355,0.89937106918239,0.810399820305481,0.8,0.891891891891892,0.780383032038661,0.841846153846154,0.904761904761905,0.827380952380952
svm_model_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158,10, lab, svdne,1422,474,474,0.6,0.2,0.2, [0.86363636 0.89788732 0.91549296 0.86619718 0.86619718],0.883966244725738,0.871308016877637,0.881434599156118,0.887063655030801,0.911392405063291,0.883966244725738,0.894433781190019,0.991489361702127,0.884866019763198,0.887661141804788,0.995867768595041,0.868623539469935,0.888712871287129,0.944444444444444,0.881274675690919
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113,12, low_bits_4, svdne,1806,602,602,0.6,0.2,0.2, [0.78729282 0.79005525 0.72928177 0.77222222 0.80277778],0.649122807017544,0.603508771929825,0.803451178451178,0.856009070294784,0.836101882613511,0.859357696566999,0.662162162162162,0.680555555555556,0.64878841607565,0.643533123028391,0.723404255319149,0.60475768321513,0.803533866217922,0.803872053872054,0.803451178451178
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116,12, low_bits_6, svd,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.92391304 0.91847826 0.93478261 0.92934783 0.92622951],0.776951672862453,0.762081784386617,0.936868686868687,0.985667034178611,0.972796517954298,0.985854189336235,0.806451612903226,0.932835820895522,0.777529021558872,0.790849673202614,0.896296296296296,0.761580983969044,0.938271604938272,0.95959595959596,0.936868686868687
svm_model_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200,4, low_bits_5, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.68852459 0.81147541 0.63934426 0.71311475 0.73333333],0.742574257425743,0.747524752475248,0.731225296442688,0.727858293075685,0.743421052631579,0.72203947368421,0.767857142857143,0.811320754716981,0.738993710691824,0.779220779220779,0.849056603773585,0.742236635220126,0.747211895910781,0.779069767441861,0.730260690172543
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116,12, low_bits_5, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.88268156 0.88826816 0.89106145 0.87430168 0.88268156],0.665529010238908,0.648464163822526,0.910774410774411,0.99383062254627,0.989944134078212,0.993854748603352,0.729281767955801,0.840764331210191,0.651999812663919,0.688821752265861,0.838235294117647,0.661155863619333,0.91437802907916,0.952861952861953,0.910774410774411
svm_model_N4_B196_E200_nb_zones_10_lab_svd,4,196,200,10, lab, svd,1458,486,486,0.6,0.2,0.2, [0.84931507 0.81164384 0.84246575 0.81164384 0.79655172],0.793028322440087,0.827886710239651,0.818602693602693,0.829235880398671,0.8559670781893,0.823731138545953,0.807302231237322,0.921296296296296,0.800154320987654,0.853974121996303,0.950617283950617,0.820216049382716,0.830248129184719,0.887205387205387,0.818602693602693
svm_model_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200,4, low_bits_6, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.65789474 0.71052632 0.6754386  0.65789474 0.67857143],0.798941798941799,0.772486772486772,0.721987315010571,0.679577464788732,0.679577464788732,0.679577464788732,0.765432098765432,0.75609756097561,0.793936630955095,0.781725888324873,0.747572815533981,0.774949198464665,0.716289104638619,0.707889125799573,0.721869091201673
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120,10, low_bits_2, svdne,1452,484,484,0.6,0.2,0.2, [0.84589041 0.87241379 0.87241379 0.82413793 0.84482759],0.781385281385281,0.75974025974026,0.844276094276094,0.896461336828309,0.942148760330578,0.891184573002755,0.796780684104628,0.849785407725322,0.780787900369211,0.776659959758551,0.842794759825327,0.76045317390408,0.853174603174603,0.904882154882155,0.844276094276094
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.47278912 0.51712329 0.50342466 0.48972603 0.43835616],0.494529540481401,0.474835886214442,0.7996632996633,0.996582365003418,0.997264021887825,0.996580027359781,0.464037122969838,0.458715596330275,0.49295612452497,0.497907949790795,0.497907949790795,0.473724617097232,0.799325463743676,0.797979797979798,0.7996632996633
ensemble_model_v2_N26_B137_E163_nb_zones_6_lab_svdne,26,137,163, zones, lab, svdne,876,292,292,0.6,0.2,0.2, [0.92613636 0.88636364 0.92613636 0.94827586 0.91954023],0.856164383561644,0.801369863013699,0.906849315068493,0.959731543624161,0.979452054794521,0.958904109589041,0.87037037037037,0.909677419354839,0.852648928655522,0.792857142857143,0.895161290322581,0.813652073732719,0.909212283044059,0.94979079497908,0.907600646480118
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158,8, low_bits_4, svdn,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.52155172 0.50862069 0.53913043 0.48695652 0.49565217],0.520833333333333,0.5078125,0.805931321540062,1,1,1,0.518324607329843,0.507692307692308,0.521041921041921,0.50131926121372,0.516304347826087,0.508152173913043,0.805221932114882,0.806485355648536,0.805934189211431
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163,4, low_bits_3, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.56557377 0.5        0.58196721 0.51639344 0.61666667],0.51980198019802,0.643564356435644,0.826086956521739,0.98858075040783,0.99671052631579,0.988486842105263,0.49740932642487,0.516129032258065,0.519532406037289,0.692307692307692,0.692307692307692,0.634389140271493,0.830769230769231,0.840466926070039,0.825855952994859
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163,4, low_bits_2, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.7890625 0.8046875 0.796875  0.7890625 0.8015873],0.716981132075472,0.712264150943396,0.772128060263653,0.822320117474303,0.877742946708464,0.810344827586207,0.727272727272727,0.747663551401869,0.716688918558077,0.677248677248677,0.65979381443299,0.708157776781712,0.777981651376147,0.810707456978967,0.772700667264994
ensemble_model_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200,6, lab, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.76829268 0.85802469 0.87654321 0.79012346 0.82716049],0.844444444444444,0.866666666666667,0.876479289940828,0.895170789163722,0.935960591133005,0.890394088669951,0.847826086956522,0.829787234042553,0.845126175160811,0.854838709677419,0.883333333333333,0.868333333333333,0.87836853605244,0.904047976011994,0.876841506254172
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200,4, low_bits_6, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.77586207 0.78448276 0.81034483 0.81034483 0.86842105],0.739583333333333,0.734375,0.827442827442827,0.889643463497453,0.906574394463668,0.887543252595156,0.734042553191489,0.734042553191489,0.739470256187581,0.724324324324324,0.676767676767677,0.73623330074943,0.827442827442827,0.825726141078838,0.827446403872752
svm_model_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158,8, low_bits_6, svdne,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.82608696 0.85217391 0.81304348 0.84347826 0.8173913 ],0.806788511749347,0.806788511749347,0.823590814196242,0.828519855595668,0.798260869565217,0.834782608695652,0.792134831460674,0.762162162162162,0.805323505323505,0.807291666666667,0.794871794871795,0.807010365521004,0.817099567099567,0.790575916230366,0.823487749998638
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svdn,26,87,113, zones, low_bits_6, svdn,1776,592,592,0.6,0.2,0.2, [0.55898876 0.57303371 0.51685393 0.58474576 0.57062147],0.476666666666667,0.453333333333333,0.851430976430976,0.981981981981982,0.981981981981982,0.981981981981982,0.510903426791277,0.550335570469799,0.477154540201787,0.493827160493827,0.529801324503311,0.452820125338904,0.854192482445271,0.87037037037037,0.851430976430976
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svd,8,192,200,8, low_bits_4_shifted_2, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.75       0.79098361 0.75206612 0.78099174 0.73553719],0.722772277227723,0.683168316831683,0.803165182987141,0.871125611745514,0.879736408566722,0.869851729818781,0.706806282722513,0.642857142857143,0.726067746686303,0.654054054054054,0.608040201005025,0.682068880990317,0.798786653185035,0.77755905511811,0.803292450024264
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120,12, low_bits_3, svd,1818,606,606,0.6,0.2,0.2, [0.86538462 0.82417582 0.86263736 0.82142857 0.86187845],0.759856630824373,0.702508960573477,0.828282828282828,0.859934853420195,0.871287128712871,0.858085808580858,0.780327868852459,0.804054054054054,0.756988859088096,0.702508960573477,0.748091603053435,0.705126882607799,0.831821929101401,0.849326599326599,0.828282828282828
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200,4, low_bits_5, svd,702,234,234,0.6,0.2,0.2, [0.66901408 0.85       0.65       0.74285714 0.76428571],0.730769230769231,0.760683760683761,0.817094017094017,0.868238557558946,0.891737891737892,0.864672364672365,0.712328767123288,0.68421052631579,0.729605263157895,0.730769230769231,0.684684684684685,0.756976488683806,0.813588850174216,0.810763888888889,0.816998106060606
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,1476,492,492,0.6,0.2,0.2, [0.86824324 0.87162162 0.86824324 0.88435374 0.90136054],0.7,0.711111111111111,0.877104377104377,0.981544771018455,0.97289972899729,0.981707317073171,0.738878143133462,0.852678571428571,0.700675568900126,0.743083003952569,0.831858407079646,0.71057206068268,0.882542236524537,0.923400673400673,0.877104377104377
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.45283019 0.52830189 0.56603774 0.49038462 0.53846154],0.52,0.548571428571429,0.809360730593607,0.992424242424242,0.996197718631179,0.992395437262357,0.493975903614458,0.476744186046512,0.51927096942775,0.558659217877095,0.588235294117647,0.549673202614379,0.808705612829324,0.813364055299539,0.809396959776466
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.71666667 0.75       0.78333333 0.68333333 0.74576271],0.728643216080402,0.753768844221106,0.849397590361446,0.922570016474465,0.936454849498328,0.921404682274248,0.73,0.768421052631579,0.730364372469636,0.767772511848341,0.757009345794392,0.753504672897196,0.852652259332024,0.86626746506986,0.849295348696546
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163,4, low_bits_2, svd,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.78947368 0.78947368 0.78070175 0.76785714 0.8125    ],0.824468085106383,0.792553191489362,0.856687898089172,0.893039049235993,0.929328621908127,0.8886925795053,0.850678733031674,0.854545454545455,0.818298368298368,0.805970149253731,0.81,0.791363636363636,0.86646884272997,0.888438133874239,0.855132207248924
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svd,8,146,154, zones, low_bits_3, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.77900552 0.78176796 0.78611111 0.81388889 0.75833333],0.741258741258741,0.786713286713287,0.834175084175084,0.85777045579352,0.865853658536585,0.856430155210643,0.727941176470588,0.673469387755102,0.743209514021436,0.766283524904215,0.719424460431654,0.784882298243038,0.832625318606627,0.824915824915825,0.834175084175084
ensemble_model_v2_N8_B192_E200_nb_zones_6_lab_svdne,8,192,200, zones, lab, svdne,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.79166667 0.86458333 0.83333333 0.86458333 0.83684211],0.786833855799373,0.855799373040752,0.881578947368421,0.920634920634921,0.908141962421712,0.921711899791232,0.788819875776398,0.760479041916168,0.788134257800189,0.834532374100719,0.846715328467153,0.854676345552258,0.877669902912621,0.865900383141762,0.881289674965715
svm_model_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163,4, low_bits_3, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.90677966 0.8559322  0.8559322  0.86440678 0.84745763],0.724489795918367,0.739795918367347,0.825865580448065,0.890728476821192,0.911864406779661,0.888135593220339,0.756756756756757,0.923076923076923,0.737728937728938,0.793522267206478,0.882882882882883,0.717912029676736,0.840633737185461,0.907444668008048,0.824856354622581
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.70634921 0.75396825 0.6984127  0.74193548 0.74193548],0.754807692307692,0.745192307692308,0.834932821497121,0.89375,0.913738019169329,0.891373801916933,0.771300448430493,0.761061946902655,0.754215183977643,0.757990867579909,0.783018867924528,0.744450610432852,0.841035120147874,0.855263157894737,0.834494324045408
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116,12, low_bits_2, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.5758427  0.54494382 0.50282486 0.48305085 0.55084746],0.568106312292359,0.554817275747508,0.888888888888889,1,1,1,0.56953642384106,0.605633802816901,0.570112498892727,0.596385542168675,0.622641509433962,0.550757374435291,0.890365448504983,0.902356902356902,0.888888888888889
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158,8, low_bits_5, svdn,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.49565217 0.52173913 0.46086957 0.52608696 0.51754386],0.523560209424084,0.518324607329843,0.527719665271967,0.555095277547639,0.583623693379791,0.532229965156794,0.515957446808511,0.518716577540107,0.523460852872617,0.528205128205128,0.539267015706806,0.518324607329843,0.542321338063862,0.561974789915966,0.527862394957983
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svd,16,142,158,10, low_bits_4_shifted_2, svd,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.83757962 0.82165605 0.85031847 0.84076433 0.83974359],0.73019801980198,0.74009900990099,0.856060606060606,0.916990920881971,0.901785714285714,0.918367346938775,0.72544080604534,0.730964467005076,0.730216533019446,0.743276283618582,0.734299516908213,0.740246205154614,0.854344122657581,0.844276094276094,0.856060606060606
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158,10, low_bits_2, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.78231293 0.82876712 0.79109589 0.83561644 0.83219178],0.778993435448578,0.778993435448578,0.804713804713805,0.819060773480663,0.811217510259918,0.820793433652531,0.777041942604857,0.736401673640167,0.781044873517331,0.764568764568765,0.752293577981651,0.77782042915819,0.800858369098713,0.785353535353535,0.804713804713805
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svd,8,146,154, zones, low_bits_2, svd,1782,594,594,0.6,0.2,0.2, [0.75977654 0.75280899 0.76123596 0.75842697 0.75280899],0.885521885521885,0.845117845117845,0.857744107744108,0.856825749167592,0.866442199775533,0.855218855218855,0.886666666666667,0.904761904761905,0.885714285714286,0.855345911949686,0.906666666666667,0.844489795918367,0.860330578512397,0.876262626262626,0.857744107744108
svm_model_N40_B80_E120_nb_zones_12_lab_svd,40,80,120,12, lab, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.97814208 0.96428571 0.95054945 0.94230769 0.94230769],0.898916967509025,0.866425992779783,0.960016835016835,0.983407079646018,0.975850713501646,0.983534577387486,0.897058823529412,0.917293233082707,0.899618838763576,0.867383512544803,0.840277777777778,0.86750730994152,0.959728698601102,0.952861952861953,0.960016835016835
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154,12, low_bits_6, svdn,1746,582,582,0.6,0.2,0.2, [0.49428571 0.50857143 0.49428571 0.55747126 0.52011494],0.549206349206349,0.473015873015873,0.535774410774411,0.578249336870026,0.624284077892325,0.5446735395189,0.589595375722543,0.633540372670807,0.547289666854884,0.49079754601227,0.519480519480519,0.474025974025974,0.568635119280407,0.611952861952862,0.535774410774411
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158,10, low_bits_3, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.81666667 0.77       0.81333333 0.79666667 0.75838926],0.840546697038724,0.822323462414578,0.823232323232323,0.822454308093995,0.841121495327103,0.818424566088117,0.834905660377359,0.827102803738318,0.840218068535825,0.825892857142857,0.822222222222222,0.822326064382139,0.825291181364393,0.835016835016835,0.823232323232323
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158,8, low_bits_6, svdne,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.85185185 0.86448598 0.85046729 0.85514019 0.8411215 ],0.840336134453782,0.817927170868347,0.890817469204927,0.931067044381492,0.919776119402985,0.931902985074627,0.841225626740947,0.848314606741573,0.840358420689222,0.803625377643504,0.76878612716763,0.816458280975119,0.888507718696398,0.875986471251409,0.890718485903791
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,624,208,208,0.6,0.2,0.2, [0.84126984 0.85714286 0.79032258 0.80645161 0.78225806],0.754807692307692,0.8125,0.879807692307692,0.94556765163297,0.974358974358974,0.943910256410256,0.779220779220779,0.714285714285714,0.765679442508711,0.793650793650794,0.815217391304348,0.812781109445277,0.882408278457196,0.884905660377359,0.879707732149464
ensemble_model_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158,10, lab, svdne,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.88636364 0.8961039  0.87337662 0.91558442 0.92810458],0.832935560859188,0.821002386634845,0.904040404040404,0.94485049833887,0.924577373211963,0.946033810143043,0.859437751004016,0.990740740740741,0.827882685641306,0.844074844074844,1,0.826388888888889,0.908212560386474,0.94949494949495,0.904040404040404
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdn,40,80,120,10, low_bits_4_shifted_2, svdn,1620,540,540,0.6,0.2,0.2, [0.54938272 0.58641975 0.53395062 0.57716049 0.60493827],0.507936507936508,0.510582010582011,0.843855218855219,1,1,1,0.523076923076923,0.536842105263158,0.507782754759239,0.521963824289406,0.537234042553192,0.51072228443449,0.845223195661243,0.852693602693603,0.843855218855219
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163,4, low_bits_3, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.90178571 0.84821429 0.90178571 0.88181818 0.90909091],0.740540540540541,0.762162162162162,0.848812095032397,0.908745247148289,0.859712230215827,0.913669064748201,0.766990291262136,0.806122448979592,0.736394557823129,0.75,0.767441860465116,0.762508809020437,0.845814977973568,0.831168831168831,0.848774070756829
svm_model_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200,6, low_bits_6, svd,948,316,316,0.6,0.2,0.2, [0.65789474 0.71578947 0.73684211 0.74210526 0.7606383 ],0.800632911392405,0.787974683544304,0.755696202531646,0.750972762645914,0.814345991561181,0.729957805907173,0.803738317757009,0.791411042944785,0.800934279642327,0.772881355932203,0.721518987341772,0.787974683544304,0.765206812652068,0.791194968553459,0.755470095741698
svm_model_N26_B137_E163_nb_zones_8_lab_svd,26,137,163,8, lab, svd,1314,438,438,0.6,0.2,0.2, [0.90151515 0.92424242 0.91221374 0.92748092 0.90076336],0.842465753424658,0.849315068493151,0.892694063926941,0.924812030075188,0.936073059360731,0.923896499238965,0.855345911949685,0.931506849315068,0.842465753424658,0.8625,0.953917050691244,0.850261692766436,0.89724529951902,0.938700823421775,0.892777941337141
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svd,8,192,200, zones, low_bits_4_shifted_2, svd,1200,400,400,0.6,0.2,0.2, [0.775      0.775      0.725      0.79166667 0.75416667],0.685,0.69,0.7995,0.875924404272802,0.888333333333333,0.874166666666667,0.717488789237668,0.851063829787234,0.694399839421919,0.738396624472574,0.833333333333333,0.682456140350877,0.812353766963032,0.869739478957916,0.799640198560794
ensemble_model_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116,12, lab, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.93611111 0.95277778 0.95277778 0.94722222 0.94692737],0.896193771626297,0.8719723183391,0.952441077441077,0.974358974358974,0.972191323692992,0.974416017797553,0.902597402597403,0.926666666666666,0.894988009592326,0.868327402135231,0.877697841726619,0.872182254196643,0.952580780528745,0.955387205387205,0.952441077441077
svm_model_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200,4, low_bits_5, svdne,612,204,204,0.6,0.2,0.2, [0.71774194 0.7704918  0.71311475 0.7704918  0.71311475],0.730392156862745,0.759803921568627,0.742156862745098,0.751173708920188,0.784313725490196,0.740196078431372,0.757709251101321,0.826923076923077,0.728461538461538,0.789699570815451,0.867924528301887,0.755390835579515,0.760691537761602,0.810077519379845,0.741348283499446
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svdn,26,87,113, zones, low_bits_5, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.55649718 0.57102273 0.57670455 0.54829545 0.53125   ],0.563517915309446,0.534201954397394,0.856902356902357,0.964102564102564,0.960272417707151,0.964245175936436,0.614942528735632,0.672955974842767,0.559450960394357,0.585507246376812,0.682432432432432,0.539329423763386,0.861111111111111,0.887205387205387,0.856902356902357
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154,12, low_bits_4, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.75833333 0.74444444 0.73888889 0.73463687 0.73743017],0.682758620689655,0.631034482758621,0.813973063973064,0.873503383654347,0.934298440979955,0.864699331848552,0.77,0.993548387096774,0.65973715651135,0.714666666666667,0.992592592592593,0.654360812425329,0.836053412462908,0.948653198653198,0.813973063973064
svm_model_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152,10, low_bits_2, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.85234899 0.80536913 0.80067568 0.75675676 0.77702703],0.778026905829596,0.744394618834081,0.784511784511784,0.783490224475018,0.72911051212938,0.798517520215633,0.755555555555556,0.708333333333333,0.775905797101449,0.747787610619469,0.734782608695652,0.744706119162641,0.771224307417337,0.726430976430976,0.784511784511784
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154,12, low_bits_5, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.50857143 0.54       0.52285714 0.51142857 0.51142857],0.485623003194888,0.501597444089457,0.51010101010101,0.319678714859438,0.227428571428571,0.516,0.296943231441048,0.217948717948718,0.484770537318308,0.315789473684211,0.229299363057325,0.502470194349175,0.316098707403055,0.226430976430976,0.51010101010101
ensemble_model_N4_B196_E200_nb_zones_10_lab_svd,4,196,200,10, lab, svd,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.84090909 0.83766234 0.81045752 0.86601307 0.83006536],0.819477434679335,0.790973871733967,0.866582491582492,0.900455432661028,0.902216427640156,0.90026075619296,0.820754716981132,0.840579710144927,0.819822565352838,0.804444444444444,0.845794392523364,0.790046954715789,0.868519286603069,0.881313131313131,0.866582491582492
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,570,190,190,0.6,0.2,0.2, [0.75438596 0.76315789 0.78070175 0.79824561 0.77192982],0.842105263157895,0.805263157894737,0.865263157894737,0.892794376098418,0.891228070175439,0.892982456140351,0.83695652173913,0.819148936170213,0.841866134751773,0.804232804232804,0.767676767676768,0.806915306915307,0.86411889596603,0.851464435146443,0.865350861641018
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163,4, low_bits_2, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.52459016 0.60833333 0.525      0.55833333 0.49166667],0.47,0.565,0.594810379241517,0.65139116202946,0.661129568106312,0.646179401993355,0.475247524752475,0.475247524752475,0.46994699469947,0.571428571428571,0.623655913978495,0.56883730278364,0.600393700787402,0.616161616161616,0.595063056601518
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdn,26,87,113, zones, low_bits_4_shifted_2, svdn,1782,594,594,0.6,0.2,0.2, [0.55027933 0.58146067 0.53370787 0.5758427  0.5505618 ],0.464646464646465,0.444444444444444,0.849747474747475,0.981450252951096,0.97979797979798,0.981481481481481,0.519637462235649,0.56578947368421,0.462205081669691,0.489164086687306,0.544827586206897,0.446755898366606,0.853267570900123,0.873737373737374,0.849747474747475
svm_model_N8_B192_E200_nb_zones_8_lab_svd,8,192,200,8, lab, svd,1218,406,406,0.6,0.2,0.2, [0.83196721 0.81967213 0.82786885 0.85245902 0.88016529],0.839901477832512,0.832512315270936,0.84384236453202,0.85625,0.89983579638752,0.848932676518884,0.837092731829574,0.839195979899497,0.839887845022212,0.836538461538462,0.828571428571429,0.83265306122449,0.848687350835322,0.87328094302554,0.843755096018699
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svd,4,196,200, zones, low_bits_4_shifted_2, svd,1578,526,526,0.6,0.2,0.2, [0.73734177 0.78481013 0.70886076 0.72151899 0.73248408],0.691729323308271,0.68922305764411,0.800925925925926,0.853055916775032,0.831432192648923,0.856780735107731,0.696296296296296,0.734375,0.693274456521739,0.710280373831776,0.734299516908213,0.687462258454106,0.800506115563053,0.798821548821549,0.800925925925926
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.5   0.46  0.512 0.408 0.476],0.491606714628297,0.537170263788969,0.802492809204219,0.994431185361973,0.998402555910543,0.994408945686901,0.509259259259259,0.504587155963303,0.490987045318335,0.545882352941177,0.549763033175355,0.537017438917775,0.805108798486282,0.806635071090047,0.802444596650746
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200,4, low_bits_5, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.78787879 0.81060606 0.78030303 0.81060606 0.73076923],0.694063926940639,0.721461187214612,0.793795620437956,0.852409638554217,0.860182370820669,0.851063829787234,0.756363636363636,0.936936936936937,0.690690690690691,0.756972111553785,0.931372549019608,0.734917043740573,0.810084033613445,0.88929889298893,0.794829951909627
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200,6, low_bits_6, svd,816,272,272,0.6,0.2,0.2, [0.78658537 0.75609756 0.81707317 0.82098765 0.81481481],0.705882352941176,0.735294117647059,0.819852941176471,0.88212927756654,0.852941176470588,0.886029411764706,0.663865546218487,0.552447552447552,0.714208272347807,0.702479338842975,0.611510791366906,0.738086222751122,0.806934594168637,0.742028985507246,0.821014492753623
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.88235294 0.89915966 0.85294118 0.84453782 0.88559322],0.75,0.684343434343434,0.855555555555556,0.947368421052632,0.939393939393939,0.947811447811448,0.767058823529412,0.831632653061224,0.750816326530612,0.701670644391408,0.727722772277228,0.683449015004593,0.858555885262117,0.875,0.855516194331984
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svd,32,84,116, zones, low_bits_4, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.74184783 0.80978261 0.81693989 0.76229508 0.81967213],0.675276752767528,0.70479704797048,0.85563973063973,0.906567004805125,0.925845147219193,0.904580152671756,0.698630136986301,0.71830985915493,0.673108417949558,0.694656488549618,0.705426356589147,0.704825854350912,0.858673259167697,0.877104377104377,0.85563973063973
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163,4, low_bits_2, svdn,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.41071429 0.47321429 0.58181818 0.50909091 0.55454545],0.548913043478261,0.543478260869565,0.818872017353579,1,1,1,0.560846560846561,0.535353535353535,0.550029708853238,0.538461538461538,0.538461538461538,0.543424317617866,0.819459459459459,0.811563169164882,0.818968397769254
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.57342657 0.54895105 0.59090909 0.59440559 0.58741259],0.591966173361522,0.577167019027484,0.810606060606061,0.960553633217993,0.970629370629371,0.96013986013986,0.619329388560158,0.700892857142857,0.597434380378657,0.632352941176471,0.690763052208835,0.570827954675846,0.819711538461538,0.861111111111111,0.810606060606061
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.83552632 0.84210526 0.82236842 0.80921053 0.84868421],0.792056074766355,0.829439252336448,0.860690235690236,0.893105629348514,0.928947368421053,0.888815789473684,0.791569086651054,0.820388349514563,0.793077057640164,0.835955056179775,0.837837837837838,0.8291130936762,0.865063187933143,0.893097643097643,0.860690235690236
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svd,4,148,152, zones, low_bits_4, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.67514124 0.70621469 0.70338983 0.67514124 0.70738636],0.667763157894737,0.710526315789474,0.837121212121212,0.891803278688525,0.923076923076923,0.888009049773756,0.710601719197708,0.794871794871795,0.664327789327789,0.728395061728395,0.797297297297297,0.712751212751213,0.845385537355174,0.890572390572391,0.837121212121212
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,618,206,206,0.6,0.2,0.2, [0.78225806 0.73387097 0.78225806 0.75       0.69672131],0.742718446601942,0.70873786407767,0.804854368932039,0.853820598006644,0.831715210355987,0.857605177993528,0.738916256157636,0.824175824175824,0.751218346870521,0.72972972972973,0.771428571428571,0.707496463932108,0.804284323271665,0.817821782178218,0.805101367279585
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svd,32,84,116,12, low_bits_4_shifted_2, svd,1650,550,550,0.6,0.2,0.2, [0.88181818 0.88787879 0.88787879 0.86666667 0.85757576],0.862258953168044,0.878787878787879,0.93013468013468,0.955555555555556,0.938181818181818,0.956363636363636,0.868421052631579,0.891891891891892,0.861676283024597,0.879120879120879,0.898876404494382,0.879167931976921,0.929780033840948,0.925084175084175,0.93013468013468
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163,6, low_bits_3, svd,876,292,292,0.6,0.2,0.2, [0.91477273 0.86931818 0.86363636 0.87931034 0.81034483],0.76027397260274,0.801369863013699,0.847945205479452,0.893424036281179,0.899543378995434,0.892694063926941,0.782608695652174,0.79746835443038,0.756943132439071,0.79136690647482,0.802919708029197,0.801459854014599,0.850202429149798,0.859481582537517,0.84789760007206
ensemble_model_v2_N16_B142_E158_nb_zones_10_lab_svdne,16,142,158, zones, lab, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.89666667 0.89333333 0.87       0.87919463 0.87919463],0.845454545454545,0.829545454545455,0.901094276094276,0.94025974025974,0.967914438502674,0.938502673796791,0.841121495327103,0.807174887892377,0.845983757310244,0.822695035460993,0.80184331797235,0.829172780062408,0.901714763697198,0.907407407407407,0.901094276094276
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svdn,32,84,116, zones, low_bits_3, svdn,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.58602151 0.5483871  0.56182796 0.58602151 0.58918919],0.594594594594595,0.598455598455598,0.854377104377104,0.926225094238018,0.925726587728741,0.926264800861141,0.597701149425287,0.619047619047619,0.595238095238095,0.59375,0.571428571428571,0.599206349206349,0.854254422914912,0.853535353535353,0.854377104377104
ensemble_model_N26_B137_E163_nb_zones_8_lab_svd,26,137,163,8, lab, svd,1170,390,390,0.6,0.2,0.2, [0.8974359  0.88461538 0.91025641 0.93589744 0.91025641],0.828205128205128,0.830769230769231,0.922051282051282,0.983549783549784,0.970940170940171,0.983760683760684,0.832080200501253,0.860103626943005,0.828528970831909,0.839024390243903,0.855721393034826,0.829977098633815,0.922606924643584,0.925434116445352,0.922037346585189
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113,12, low_bits_4, svdne,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.76724138 0.77298851 0.79597701 0.76149425 0.74566474],0.717868338557994,0.749216300940439,0.832491582491583,0.87375415282392,0.907940161104718,0.868814729574223,0.742857142857143,0.773809523809524,0.714719331441186,0.746835443037975,0.781456953642384,0.75084752444024,0.838996763754045,0.872895622895623,0.832491582491583
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158,8, low_bits_5, svdn,1206,402,402,0.6,0.2,0.2, [0.51652893 0.47520661 0.48760331 0.47916667 0.50416667],0.497512437810945,0.455223880597015,0.790547263681592,1,1,1,0.507317073170732,0.536082474226804,0.498810467882633,0.469733656174334,0.513227513227513,0.458491690886057,0.792508624938393,0.815415821501014,0.791008692000507
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158,10, low_bits_2, svd,1446,482,482,0.6,0.2,0.2, [0.7862069  0.77586207 0.75172414 0.77430556 0.83333333],0.782795698924731,0.78494623655914,0.842592592592593,0.883187035786631,0.904564315352697,0.880359612724758,0.784648187633262,0.769874476987448,0.783167326989299,0.788135593220339,0.823008849557522,0.78598141222646,0.845582163501239,0.861952861952862,0.842592592592593
ensemble_model_N8_B192_E200_nb_zones_8_lab_svd,8,192,200,8, lab, svd,1152,384,384,0.6,0.2,0.2, [0.86206897 0.86956522 0.84347826 0.84782609 0.85217391],0.84375,0.856770833333333,0.875,0.896265560165975,0.9375,0.891493055555556,0.848484848484848,0.875,0.84375,0.864864864864865,0.866995073891626,0.85614947064747,0.880478087649402,0.910401647785788,0.874589654240628
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.42241379 0.50862069 0.55172414 0.48275862 0.49122807],0.489583333333333,0.463541666666667,0.782744282744283,0.986159169550173,0.986159169550173,0.986159169550173,0.489583333333333,0.46078431372549,0.491503267973856,0.430939226519337,0.393939393939394,0.465786901270772,0.780231335436383,0.757142857142857,0.783232445520581
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.73958333 0.765625   0.79166667 0.70526316 0.78421053],0.713836477987421,0.748427672955975,0.817211055276382,0.873949579831933,0.870292887029289,0.874476987447699,0.691525423728814,0.662337662337662,0.712266392144441,0.722222222222222,0.670967741935484,0.746526815753018,0.81042345276873,0.790343074968234,0.816910667918899
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svdne,8,192,200,8, low_bits_4_shifted_2, svdne,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.76587302 0.78571429 0.78968254 0.80555556 0.736     ],0.706443914081146,0.718377088305489,0.754770992366412,0.785545954438335,0.794912559618442,0.782988871224165,0.687022900763359,0.616438356164384,0.710719178082192,0.681081081081081,0.597156398104265,0.719251275975209,0.7475442043222,0.718602455146364,0.75515465090973
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158,10, low_bits_3, svd,1458,486,486,0.6,0.2,0.2, [0.82876712 0.81849315 0.79794521 0.78424658 0.8137931 ],0.779956427015251,0.801742919389978,0.839225589225589,0.875,0.912208504801097,0.869684499314129,0.794297352342159,0.847826086956522,0.779808239984811,0.810810810810811,0.851528384279476,0.801851148661477,0.846709470304976,0.888047138047138,0.839225589225589
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svd,4,148,152, zones, low_bits_3, svd,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.77925532 0.7606383  0.81117021 0.78723404 0.75265957],0.774193548387097,0.741935483870968,0.840909090909091,0.86548488008342,0.882978723404255,0.862765957446809,0.80952380952381,0.894736842105263,0.764759725400458,0.751937984496124,0.843478260869565,0.748806799607715,0.846963562753036,0.88047138047138,0.840909090909091
svm_model_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158,8, low_bits_4, svdne,1206,402,402,0.6,0.2,0.2, [0.80165289 0.80991736 0.8553719  0.77916667 0.75      ],0.694029850746269,0.713930348258706,0.805970149253731,0.872053872053872,0.859038142620232,0.87396351575456,0.687022900763359,0.692307692307692,0.693979933110368,0.708860759493671,0.696517412935323,0.713930348258706,0.802631578947369,0.793793793793794,0.80589788601658
svm_model_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113,12, low_bits_6, svdne,1884,628,628,0.6,0.2,0.2, [0.9021164  0.94708995 0.8856383  0.89361702 0.93617021],0.776422764227642,0.719512195121951,0.90530303030303,0.945902517407606,0.937367303609342,0.946390658174098,0.782608695652174,0.860869565217391,0.781579820776635,0.770764119601329,0.885496183206107,0.707965482907401,0.907063197026022,0.924242424242424,0.90530303030303
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120,10, low_bits_6, svdn,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.62258065 0.66451613 0.58064516 0.60064935 0.60714286],0.549397590361446,0.556626506024096,0.84006734006734,0.994197292069632,0.997412677878396,0.994178525226391,0.636893203883495,0.755760368663594,0.539496345947959,0.622950819672131,0.767676767676768,0.565866033607969,0.851213782302271,0.914983164983165,0.84006734006734
svm_model_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200,6, low_bits_5, svd,960,320,320,0.6,0.2,0.2, [0.765625   0.78125    0.83854167 0.76041667 0.74479167],0.696875,0.709375,0.75,0.779411764705882,0.772916666666667,0.78125,0.697819314641744,0.73202614379085,0.698348401236742,0.712074303405573,0.709876543209877,0.709368651351774,0.74937343358396,0.752201257861635,0.750013672409078
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116,12, low_bits_6, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.9478022  0.93406593 0.92857143 0.92857143 0.92307692],0.780575539568345,0.809352517985611,0.933501683501684,0.975528364849833,0.963736263736264,0.975824175824176,0.8,0.841379310344828,0.777832512315271,0.815331010452962,0.879699248120301,0.812263417163599,0.933891213389121,0.939393939393939,0.933501683501684
svm_model_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163,4, low_bits_2, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.91666667 0.8        0.825      0.8559322  0.80508475],0.797979797979798,0.767676767676768,0.818548387096774,0.840677966101695,0.832214765100671,0.842281879194631,0.772727272727273,0.764044943820225,0.79486650860736,0.767676767676768,0.716981132075472,0.771534044298605,0.813278008298755,0.795131845841785,0.818407606287626
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svd,16,142,158, zones, low_bits_4_shifted_2, svd,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.83018868 0.79113924 0.77531646 0.80063291 0.77848101],0.73551637279597,0.695214105793451,0.851851851851852,0.919437340153453,0.90897597977244,0.920353982300885,0.715447154471545,0.676923076923077,0.734501142421935,0.690537084398977,0.668316831683168,0.695696877380046,0.848537005163511,0.82996632996633,0.851851851851852
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116,12, low_bits_5, svd,1812,604,604,0.6,0.2,0.2, [0.8489011  0.84254144 0.84254144 0.8839779  0.85911602],0.648936170212766,0.705673758865248,0.904040404040404,0.974301675977654,0.962472406181016,0.974613686534216,0.699088145896656,0.884615384615385,0.665991902834008,0.773841961852861,0.93421052631579,0.686336032388664,0.908286403861625,0.9503367003367,0.904040404040404
ensemble_model_v2_N4_B196_E200_nb_zones_10_lab_svd,4,196,200, zones, lab, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.77302632 0.83223684 0.85855263 0.81788079 0.8013245 ],0.837209302325581,0.811627906976744,0.857323232323232,0.878709677419355,0.898416886543536,0.87598944591029,0.844444444444444,0.85972850678733,0.836562817986967,0.816326530612245,0.861244019138756,0.812974950745848,0.861122490782466,0.884680134680135,0.857323232323232
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154,12, low_bits_3, svdn,1722,574,574,0.6,0.2,0.2, [0.49421965 0.51453488 0.46511628 0.51744186 0.53488372],0.498470948012232,0.541284403669725,0.543771043771044,0.531630170316302,0.507549361207898,0.552845528455285,0.453333333333333,0.453333333333333,0.495028248587571,0.522292993630573,0.463276836158192,0.548305084745763,0.519929140832595,0.494107744107744,0.543771043771044
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svdne,4,196,200,10, low_bits_4_shifted_2, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.69310345 0.69655172 0.68055556 0.73263889 0.73611111],0.757510729613734,0.744635193133047,0.728114478114478,0.72289156626506,0.74792243767313,0.713296398891967,0.763102725366876,0.808888888888889,0.75921622867681,0.766208251473477,0.809128630705394,0.742342093130475,0.739516129032258,0.771885521885522,0.728114478114478
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163,6, low_bits_3, svd,1038,346,346,0.6,0.2,0.2, [0.8125     0.81730769 0.78846154 0.77884615 0.84951456],0.794797687861272,0.820809248554913,0.848554913294798,0.87977632805219,0.909441233140655,0.875722543352601,0.801120448179272,0.851190476190476,0.796381754949171,0.82967032967033,0.893491124260355,0.822451776819443,0.853957636566332,0.894859813084112,0.849031737205672
ensemble_model_v2_N32_B84_E116_nb_zones_12_lab_svdne,32,84,116, zones, lab, svdne,1752,584,584,0.6,0.2,0.2, [0.95454545 0.95142857 0.95142857 0.95142857 0.92      ],0.916666666666667,0.907051282051282,0.960858585858586,0.977932636469222,0.961187214611872,0.978310502283105,0.921686746987952,0.944444444444444,0.915555555555556,0.903010033444816,0.9,0.90679012345679,0.960475988100297,0.951178451178451,0.960858585858586
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163,4, low_bits_2, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.80952381 0.87301587 0.85714286 0.89516129 0.81451613],0.802884615384615,0.778846153846154,0.876199616122841,0.930921052631579,0.904153354632588,0.932907348242811,0.820960698689956,0.846846846846847,0.799712083217238,0.774509803921569,0.831578947368421,0.783046110852352,0.876080691642651,0.878612716763006,0.876208844041159
ensemble_model_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152,10, low_bits_2, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.73103448 0.77241379 0.74652778 0.78125    0.77430556],0.873390557939914,0.813304721030043,0.829545454545455,0.822481151473612,0.831024930747922,0.820637119113573,0.868596881959911,0.844155844155844,0.873141751865156,0.8,0.740425531914894,0.81393570968039,0.827144686299616,0.815656565656566,0.829545454545455
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200,6, low_bits_5, svd,788,262,262,0.600609756097561,0.19969512195122,0.19969512195122, [0.67088608 0.7278481  0.67721519 0.69620253 0.69230769],0.767175572519084,0.721374045801527,0.83155487804878,0.890290037831021,0.895939086294416,0.889593908629442,0.788927335640138,0.857142857142857,0.76578073089701,0.755852842809365,0.830882352941176,0.71702847805789,0.839971035481535,0.874811463046757,0.831088320121221
svm_model_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200,6, low_bits_6, svdne,994,331,331,0.60024154589372,0.19987922705314,0.19987922705314, [0.73       0.68       0.74747475 0.73737374 0.76262626],0.764350453172205,0.758308157099698,0.7493961352657,0.751210067763795,0.780684104627767,0.741448692152918,0.774566473988439,0.87012987012987,0.771223127155331,0.787234042553191,0.896969696969697,0.75872581234027,0.763532763532763,0.821078431372549,0.750420168067227
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158,10, low_bits_6, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.81756757 0.83108108 0.83445946 0.84121622 0.86734694],0.795100222717149,0.804008908685969,0.845959595959596,0.875502008032128,0.884979702300406,0.874154262516914,0.825757575757576,0.943722943722944,0.790668811311013,0.821138211382114,0.926605504587156,0.807458596449422,0.854415274463007,0.904040404040404,0.845959595959596
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svdne,8,192,200,8, low_bits_4_shifted_2, svdne,1308,436,436,0.6,0.2,0.2, [0.79770992 0.78625954 0.75572519 0.73664122 0.78461538],0.752293577981651,0.743119266055046,0.803211009174312,0.832933653077538,0.796636085626911,0.840214067278287,0.742857142857143,0.722222222222222,0.752020202020202,0.748878923766816,0.755656108597285,0.74294433336841,0.797354747283892,0.773602199816682,0.803238198163621
ensemble_model_v2_N8_B192_E200_nb_zones_8_lab_svd,8,192,200, zones, lab, svd,1344,448,448,0.6,0.2,0.2, [0.82222222 0.84814815 0.82835821 0.84701493 0.85074627],0.830357142857143,0.84375,0.880803571428571,0.910832719233603,0.919642857142857,0.909970238095238,0.821596244131455,0.78125,0.830357142857143,0.844444444444444,0.837004405286343,0.843841569159009,0.880429914912673,0.8753339269813,0.880818261610614
ensemble_model_N40_B80_E120_nb_zones_12_lab_svd,40,80,120,12, lab, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.97159091 0.98863636 0.97159091 0.96571429 0.98285714],0.883870967741935,0.887096774193548,0.967592592592593,0.996583143507973,0.996583143507973,0.996583143507972,0.877551020408163,0.871621621621622,0.883341675008342,0.888888888888889,0.864197530864197,0.88817984651318,0.967441860465116,0.962962962962963,0.967592592592593
svm_model_N32_B134_E166_nb_zones_4_lab_svd,32,134,166,4, lab, svd,564,188,188,0.6,0.2,0.2, [0.85087719 0.92105263 0.92857143 0.84821429 0.90178571],0.851063829787234,0.904255319148936,0.888297872340426,0.894830659536542,0.890070921985816,0.895390070921986,0.847826086956522,0.917647058823529,0.856881781838949,0.91,0.947916666666667,0.90330615942029,0.888888888888889,0.907127429805616,0.888574197083101
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svd,26,137,163, zones, lab, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.88709677 0.875      0.88709677 0.84274194 0.86585366],0.849514563106796,0.837378640776699,0.899127061105723,0.936444086886565,0.940226171243942,0.936187399030695,0.856481481481482,0.872641509433962,0.848820754716981,0.843091334894613,0.869565217391304,0.837221633085896,0.90104662226451,0.91233140655106,0.89903679702553
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154,12, low_bits_6, svdn,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.51685393 0.50280899 0.48595506 0.51123596 0.51694915],0.471571906354515,0.528428093645485,0.874158249158249,1,1,1,0.443661971830986,0.422818791946309,0.471409395973154,0.537704918032787,0.546666666666667,0.528366890380313,0.873679763413604,0.87037037037037,0.874158249158249
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.83870968 0.74193548 0.83870968 0.81451613 0.81451613],0.762135922330097,0.815533980582524,0.862403100775194,0.913385826771654,0.935483870967742,0.911290322580645,0.756218905472637,0.716981132075472,0.763490566037736,0.808080808080808,0.8,0.815094339622642,0.862669245647969,0.864341085271318,0.862403100775194
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdn,40,80,120,10, low_bits_4_shifted_2, svdn,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [0.58633094 0.6294964  0.5971223  0.5647482  0.56521739],0.493506493506493,0.46969696969697,0.788062283737024,0.992057761732852,0.989913544668588,0.992074927953891,0.576086956521739,0.722727272727273,0.503925619834711,0.560143626570916,0.661016949152542,0.465464226788661,0.803528468323978,0.871304347826087,0.788492105066228
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120,10, low_bits_5, svdn,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.58125  0.596875 0.615625 0.56875  0.596875],0.556701030927835,0.502577319587629,0.737794612794613,0.85290763968073,0.935,0.83875,0.650406504065041,0.751173708920188,0.535586854460094,0.577680525164114,0.754285714285714,0.525030181086519,0.769515353311136,0.875420875420875,0.737794612794613
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154,12, low_bits_2, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.48305085 0.51988636 0.51988636 0.49431818 0.47727273],0.469055374592834,0.495114006514658,0.631734006734007,0.678592036930179,0.667423382519864,0.683881952326901,0.462046204620462,0.48951048951049,0.470365000852806,0.504792332268371,0.481707317073171,0.496098413781341,0.627501064282673,0.62037037037037,0.631734006734007
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158,8, low_bits_4, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.83739837 0.7804878  0.73577236 0.7704918  0.81557377],0.651960784313726,0.674019607843137,0.802644466209598,0.897763578274761,0.916802610114192,0.895595432300163,0.668224299065421,0.690821256038647,0.651380777273055,0.6810551558753,0.71356783919598,0.674965737779808,0.807820696232713,0.831207065750736,0.802700307068916
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.52608696 0.45175439 0.52192982 0.50877193 0.49561404],0.489473684210526,0.48421052631579,0.79074658254469,0.992994746059545,0.992994746059545,0.992994746059545,0.531400966183575,0.54726368159204,0.485922343589316,0.505050505050505,0.537634408602151,0.4853120496619,0.796106557377049,0.811064718162839,0.790595918403454
svm_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdne,26,87,113,12, low_bits_4_shifted_2, svdne,1704,568,568,0.6,0.2,0.2, [0.86842105 0.86549708 0.83235294 0.83823529 0.85588235],0.80952380952381,0.794642857142857,0.897306397306397,0.935352358765288,0.942488262910798,0.934859154929577,0.825136612021858,0.867816091954023,0.807364836100468,0.797653958944281,0.839506172839506,0.796189868028949,0.899339933993399,0.917508417508418,0.897306397306397
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200,6, low_bits_6, svdne,1028,342,342,0.600467289719626,0.199766355140187,0.199766355140187, [0.81553398 0.78640777 0.78640777 0.83009709 0.83823529],0.710526315789474,0.748538011695906,0.833528037383178,0.90530303030303,0.929961089494164,0.90272373540856,0.731707317073171,0.833333333333333,0.716666666666667,0.787128712871287,0.873626373626374,0.739938186813187,0.844177145981411,0.8997668997669,0.833372911241764
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,890,296,296,0.600539811066127,0.199730094466937,0.199730094466937, [0.81460674 0.79775281 0.83707865 0.8258427  0.82022472],0.766891891891892,0.763513513513513,0.873144399460189,0.945615982241953,0.957303370786517,0.944943820224719,0.739622641509434,0.657718120805369,0.767634570606766,0.740740740740741,0.675675675675676,0.763513513513513,0.86908077994429,0.840970350404313,0.873187877904859
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svd,8,146,154, zones, low_bits_4, svd,1842,614,614,0.6,0.2,0.2, [0.74864865 0.69293478 0.70108696 0.75543478 0.72826087],0.711610486891386,0.662921348314607,0.827441077441077,0.8713605082054,0.893593919652552,0.868078175895765,0.73356401384083,0.834645669291338,0.717322834645669,0.727272727272727,0.857142857142857,0.652980877390326,0.83652312599681,0.882996632996633,0.827441077441077
ensemble_model_N32_B134_E166_nb_zones_4_lab_svd,32,134,166,4, lab, svd,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.95192308 0.92307692 0.97058824 0.98039216 0.98039216],0.7953216374269,0.83625730994152,0.926401869158878,1,1,1,0.827586206896552,0.976744186046512,0.794254445964432,0.852631578947368,0.941860465116279,0.835636114911081,0.930540242557883,0.983682983682984,0.926267721349688
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.78488372 0.75581395 0.68604651 0.79069767 0.68604651],0.716783216783217,0.702797202797203,0.800977653631285,0.866141732283464,0.895348837209302,0.861627906976744,0.742857142857143,0.78,0.713529411764706,0.715719063545151,0.798507462686567,0.708464257659073,0.810379241516966,0.852941176470588,0.801122398820252
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,1362,454,454,0.6,0.2,0.2, [0.78832117 0.75367647 0.72794118 0.71323529 0.72058824],0.814977973568282,0.834801762114537,0.853303964757709,0.874820143884892,0.8928046989721,0.872246696035242,0.825726141078838,0.825726141078838,0.814271521243644,0.832962138084632,0.853881278538813,0.835451277567279,0.856527358897027,0.871165644171779,0.853209039977829
svm_model_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113,12, low_bits_5, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.875      0.85054348 0.86684783 0.86684783 0.87978142],0.579925650557621,0.661710037174721,0.846380471380471,0.911196911196911,0.898803046789989,0.91240478781284,0.627062706270627,0.698529411764706,0.57858801415303,0.687285223367698,0.75187969924812,0.662704555506413,0.848358953053594,0.859427609427609,0.846380471380471
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,1376,458,458,0.600349040139616,0.199825479930192,0.199825479930192, [0.81521739 0.7826087  0.83695652 0.81751825 0.82846715],0.766375545851528,0.775109170305677,0.851221640488656,0.907026259758694,0.928779069767442,0.904796511627907,0.773784355179704,0.782051282051282,0.766025641025641,0.779443254817987,0.805309734513274,0.775499694842844,0.85483184333759,0.874564459930314,0.851180831363758
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120,12, low_bits_3, svd,1874,624,624,0.600256245996156,0.199871877001922,0.199871877001922, [0.875      0.85106383 0.86096257 0.85026738 0.85294118],0.677290836653386,0.721115537848606,0.842171717171717,0.882845188284519,0.900747065101387,0.880469583778015,0.705454545454546,0.702898550724638,0.674458124919841,0.708333333333333,0.752212389380531,0.723932281646787,0.84548825710754,0.863636363636364,0.842171717171717
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120,10, low_bits_4, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.78896104 0.74025974 0.83660131 0.79411765 0.7875817 ],0.676959619952494,0.657957244655582,0.841329966329966,0.936309914642154,0.929595827900913,0.936766623207301,0.692307692307692,0.701834862385321,0.67604058390202,0.671232876712329,0.724137931034483,0.66023410313192,0.843112775697045,0.852693602693603,0.841329966329966
svm_model_N16_B142_E158_nb_zones_12_lab_svd,16,142,158,12, lab, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.87709497 0.84636872 0.90502793 0.8258427  0.8511236 ],0.854237288135593,0.861016949152542,0.922979797979798,0.94453781512605,0.944008958566629,0.944568868980963,0.852233676975945,0.855172413793103,0.854252873563218,0.859106529209622,0.833333333333333,0.861494252873563,0.922686945500634,0.919191919191919,0.922979797979798
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152,12, low_bits_4, svdn,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.50837989 0.49162011 0.52234637 0.52247191 0.48033708],0.51864406779661,0.51864406779661,0.541666666666667,0.545454545454545,0.540873460246361,0.549272116461366,0.532894736842105,0.532894736842105,0.518195620169304,0.529801324503311,0.559440559440559,0.519851858667648,0.541859486748002,0.542087542087542,0.541666666666667
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154,12, low_bits_5, svdn,1728,576,576,0.6,0.2,0.2, [0.49132948 0.50578035 0.52890173 0.52312139 0.52325581],0.503086419753086,0.493827160493827,0.863215488215488,1,1,1,0.488888888888889,0.48125,0.502820121951219,0.508982035928144,0.518292682926829,0.493521341463415,0.86327303323517,0.863636363636364,0.863215488215488
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svdne,4,196,200,10, low_bits_4_shifted_2, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.72818792 0.71812081 0.70805369 0.71959459 0.73310811],0.766292134831461,0.734831460674157,0.840488215488215,0.892832764505119,0.88021534320323,0.894347240915208,0.784232365145228,0.870967741935484,0.768817204301075,0.747863247863248,0.767543859649123,0.734002344571105,0.843064182194617,0.856902356902357,0.840488215488215
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svd,32,134,166, zones, lab, svd,570,190,190,0.6,0.2,0.2, [0.89473684 0.87719298 0.79824561 0.89473684 0.85087719],0.873684210526316,0.826315789473684,0.910526315789474,0.948905109489051,0.912280701754386,0.950877192982456,0.881188118811881,0.89,0.872777777777778,0.85589519650655,0.867256637168142,0.816745201700954,0.91317671092952,0.897590361445783,0.911184561253865
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_shifted_2_svdne,8,192,200, zones, low_bits_4_shifted_2, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.6965812  0.70940171 0.7008547  0.76293103 0.65948276],0.742268041237113,0.677835051546392,0.830072090628218,0.91063829787234,0.917667238421955,0.909948542024014,0.794238683127572,0.901869158878505,0.723923085186379,0.717832957110609,0.883333333333333,0.691666666666667,0.843155893536122,0.907881269191402,0.829588302989484
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,978,326,326,0.6,0.2,0.2, [0.72959184 0.78061224 0.79591837 0.76020408 0.77835052],0.739263803680981,0.766871165644172,0.84601226993865,0.906054279749478,0.887525562372188,0.907975460122699,0.746268656716418,0.730994152046784,0.739690624410489,0.772455089820359,0.75,0.767857142857143,0.845728334357714,0.826923076923077,0.846418931945247
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163,6, low_bits_2, svd,906,302,302,0.6,0.2,0.2, [0.73626374 0.79120879 0.79120879 0.76111111 0.81666667],0.768211920529801,0.774834437086093,0.788741721854305,0.816243654822335,0.887417218543046,0.800220750551876,0.801136363636364,0.94,0.769342105263158,0.798816568047337,0.906040268456376,0.776549545992894,0.80955223880597,0.901595744680851,0.789188373659687
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdne,16,142,158,10, low_bits_4_shifted_2, svdne,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.83108108 0.82094595 0.80405405 0.80743243 0.82432432],0.78125,0.770089285714286,0.813973063973064,0.829681978798587,0.793243243243243,0.837162162162162,0.758620689655172,0.726415094339623,0.778461784457947,0.761020881670534,0.694915254237288,0.774344419571474,0.803730017761989,0.761784511784512,0.813973063973064
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svdn,32,84,116, zones, low_bits_2, svdn,1770,590,590,0.6,0.2,0.2, [0.59887006 0.47457627 0.53107345 0.53389831 0.53954802],0.528052805280528,0.521452145214521,0.867845117845118,0.985260770975057,0.981920903954802,0.985310734463277,0.534201954397394,0.554054054054054,0.528639930252833,0.51505016722408,0.496774193548387,0.522035745422842,0.867510548523207,0.865319865319865,0.867845117845118
svm_model_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200,8, lab, svdne,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.89915966 0.85294118 0.82352941 0.83613445 0.81512605],0.825757575757576,0.858585858585859,0.852169525731584,0.865814696485623,0.910924369747899,0.858823529411765,0.834532374100719,0.892307692307692,0.826750861079219,0.868544600938967,0.902439024390244,0.856978674498787,0.860143198090692,0.905527638190955,0.851953282114727
svm_model_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200,10, lab, svdne,1494,498,498,0.6,0.2,0.2, [0.81       0.81666667 0.81543624 0.84899329 0.80872483],0.816326530612245,0.8140589569161,0.820286195286195,0.829236739974127,0.85809906291834,0.823293172690763,0.818791946308725,0.831818181818182,0.816361579596874,0.824786324786325,0.873303167420814,0.813924310983134,0.82649329540837,0.856060606060606,0.820286195286195
svm_model_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158,8, low_bits_5, svdne,1170,390,390,0.6,0.2,0.2, [0.84188034 0.87606838 0.85042735 0.85042735 0.88034188],0.82051282051282,0.784615384615385,0.856923076923077,0.894336432797971,0.904273504273504,0.893162393162393,0.797687861271676,0.797687861271676,0.818198769345516,0.777777777777778,0.75,0.78479381443299,0.853696906135291,0.853249475890985,0.856845621479629
svm_model_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200,6, low_bits_5, svdne,764,254,254,0.60062893081761,0.199685534591195,0.199685534591195, [0.75324675 0.79220779 0.73684211 0.76315789 0.69736842],0.68503937007874,0.728346456692913,0.735849056603773,0.762388818297332,0.785340314136126,0.755235602094241,0.692307692307692,0.692307692307692,0.684863523573201,0.720647773279352,0.723577235772358,0.728200831626637,0.740340030911901,0.754330708661417,0.735878070186282
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.79646018 0.79646018 0.78318584 0.80088496 0.74778761],0.678191489361702,0.734042553191489,0.850159404888417,0.94663167104112,0.957522123893805,0.946017699115044,0.657223796033994,0.655367231638418,0.676929846974988,0.739583333333333,0.735751295336788,0.733995866247629,0.85,0.854545454545455,0.850187194009792
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_svdne,26,87,113, zones, low_bits_4, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.78323699 0.70231214 0.72965116 0.77034884 0.76453488],0.634969325153374,0.680981595092024,0.85016835016835,0.924816280384398,0.948955916473318,0.922853828306264,0.684350132625995,0.763313609467456,0.63006444804583,0.717391304347826,0.840764331210191,0.686654354954208,0.858392999204455,0.908249158249158,0.85016835016835
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152,12, low_bits_3, svdn,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.53089888 0.50842697 0.50280899 0.51404494 0.55084746],0.464882943143813,0.48494983277592,0.51473063973064,0.491206791995149,0.455568053993251,0.528121484814398,0.440559440559441,0.42,0.46503355704698,0.407692307692308,0.355704697986577,0.484519015659955,0.474715261958998,0.438552188552188,0.51473063973064
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120,12, low_bits_2, svd,1716,572,572,0.6,0.2,0.2, [0.81104651 0.82267442 0.8255814  0.81871345 0.82748538],0.833333333333333,0.790909090909091,0.823653198653199,0.841653247450349,0.913752913752914,0.828088578088578,0.817275747508306,0.793548387096774,0.831059907834101,0.783699059561129,0.714285714285714,0.795852534562212,0.831252517116391,0.868686868686869,0.823653198653199
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163,6, low_bits_3, svdn,900,300,300,0.6,0.2,0.2, [0.55       0.59444444 0.59444444 0.55       0.57777778],0.553333333333333,0.583333333333333,0.573333333333333,0.610030706243603,0.662222222222222,0.576666666666667,0.573248407643312,0.620689655172414,0.555506117908787,0.592833876221498,0.640845070422535,0.586245320021394,0.599499374217772,0.649932157394844,0.574638424700043
svm_model_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116,12, low_bits_3, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.81767956 0.82596685 0.76519337 0.75690608 0.79834254],0.802120141342756,0.819787985865724,0.811026936026936,0.810840707964602,0.809944751381215,0.811049723756906,0.813333333333333,0.813333333333333,0.80140350877193,0.808988764044944,0.81203007518797,0.819348370927318,0.810947368421052,0.810606060606061,0.811026936026936
svm_model_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166,4, lab, svdn,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.55737705 0.58333333 0.60833333 0.54166667 0.56666667],0.555,0.55,0.568862275449102,0.583196046128501,0.588039867109635,0.579734219269103,0.529100529100529,0.476190476190476,0.559147869674186,0.510869565217391,0.439252336448598,0.558335845643654,0.559183673469388,0.53411306042885,0.569715016921991
svm_model_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163,8, lab, svdn,1096,365,365,0.600219058050383,0.199890470974808,0.199890470974808, [0.52727273 0.50454545 0.52272727 0.54587156 0.5412844 ],0.512328767123288,0.531506849315069,0.622672508214677,0.693693693693694,0.702554744525547,0.68978102189781,0.55050505050505,0.547738693467337,0.508809105769813,0.539083557951482,0.561797752808989,0.532235774800216,0.632924880127864,0.642162162162162,0.622412934577197
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158,10, low_bits_6, svd,1392,464,464,0.6,0.2,0.2, [0.825      0.80935252 0.8381295  0.84172662 0.80215827],0.842672413793103,0.868534482758621,0.873275862068966,0.886039886039886,0.89367816091954,0.885057471264368,0.857699805068226,0.94017094017094,0.841824600520253,0.878727634194831,0.952586206896552,0.868534482758621,0.878512396694215,0.914802065404475,0.873204141510528
ensemble_model_v2_N4_B148_E152_nb_zones_10_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,1524,508,508,0.6,0.2,0.2, [0.81045752 0.82026144 0.78618421 0.83223684 0.76973684],0.748826291079812,0.723004694835681,0.827020202020202,0.88,0.89501312335958,0.877952755905512,0.716180371352785,0.661764705882353,0.745296767355591,0.706467661691542,0.63963963963964,0.726682564917859,0.823529411764706,0.807239057239057,0.827020202020202
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163,4, low_bits_4, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.81355932 0.84745763 0.87288136 0.80508475 0.8220339 ],0.63265306122449,0.744897959183674,0.79938900203666,0.865831842576029,0.820338983050847,0.872881355932203,0.625,0.625,0.6325,0.739583333333333,0.731958762886598,0.744767260231178,0.791092258748675,0.764344262295082,0.799176179730537
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163,6, low_bits_2, svd,846,282,282,0.6,0.2,0.2, [0.80588235 0.77058824 0.79411765 0.83333333 0.7797619 ],0.769503546099291,0.822695035460993,0.834042553191489,0.867335562987737,0.919621749408983,0.859338061465721,0.790996784565917,0.825503355704698,0.766135136498966,0.833333333333333,0.844594594594595,0.821551028640581,0.844827586206896,0.884722222222222,0.832940821256039
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113,12, low_bits_6, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.92162162 0.94864865 0.93243243 0.91621622 0.90810811],0.745247148288973,0.760456273764259,0.928030303030303,0.977729494839761,0.972972972972973,0.977837837837838,0.747169811320755,0.744360902255639,0.745257374204743,0.749003984063745,0.723076923076923,0.760034702139965,0.927450148493848,0.92003367003367,0.928030303030303
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svd,32,84,116, zones, low_bits_4_shifted_2, svd,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.90106952 0.92780749 0.90106952 0.93315508 0.90641711],0.762845849802372,0.74703557312253,0.9246632996633,0.97025419145484,0.959358288770054,0.970588235294118,0.745762711864407,0.727272727272727,0.761363636363636,0.744,0.704545454545455,0.74896694214876,0.923340471092077,0.907407407407407,0.9246632996633
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200,6, low_bits_5, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.69565217 0.67934783 0.69230769 0.71978022 0.70879121],0.796052631578947,0.700657894736842,0.83377135348226,0.89247311827957,0.908096280087527,0.890590809628009,0.816568047337278,0.857142857142857,0.792207792207792,0.72,0.790540540540541,0.702962577962578,0.841180163214061,0.87467362924282,0.833500835785431
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svd,32,84,116, zones, low_bits_6, svd,1740,580,580,0.6,0.2,0.2, [0.93390805 0.95114943 0.9454023  0.9454023  0.92816092],0.610062893081761,0.676100628930818,0.887205387205387,0.976368876080691,0.973563218390805,0.976436781609195,0.647727272727273,0.735483870967742,0.613140708490006,0.731070496083551,0.858895705521472,0.671383336631704,0.891497975708502,0.926767676767677,0.887205387205387
ensemble_model_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166,4, lab, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.51724138 0.48275862 0.47413793 0.44827586 0.42982456],0.484375,0.479166666666667,0.793139293139293,1,1,1,0.492307692307692,0.470588235294118,0.485294117647059,0.450549450549451,0.383177570093458,0.491588785046729,0.791623036649215,0.759036144578313,0.794388761944329
svm_model_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200,8, low_bits_6, svd,1128,376,376,0.6,0.2,0.2, [0.70353982 0.72123894 0.69026549 0.76106195 0.76785714],0.784574468085106,0.757978723404255,0.759574468085106,0.743119266055046,0.718085106382979,0.75177304964539,0.7828418230563,0.78494623655914,0.784578381437465,0.757333333333333,0.720812182741117,0.759847432152681,0.754080522306855,0.731784582893347,0.759782966687831
ensemble_model_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200,8, lab, svdne,1206,402,402,0.6,0.2,0.2, [0.83057851 0.7892562  0.8677686  0.83333333 0.80833333],0.875621890547264,0.848258706467662,0.865174129353234,0.872204472843451,0.90547263681592,0.867330016583748,0.881516587677725,0.925373134328358,0.875621890547264,0.84788029925187,0.885416666666667,0.84985119047619,0.869397590361446,0.905622489959839,0.865533138471044
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154,12, low_bits_3, svdn,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.50588235 0.52647059 0.50294118 0.52941176 0.46764706],0.520710059171598,0.467455621301775,0.856060606060606,1,1,1,0.529069767441861,0.558282208588957,0.521998247151621,0.479768786127168,0.474285714285714,0.467204206836109,0.856903765690377,0.861952861952862,0.856060606060606
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163,4, low_bits_4, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.7295082  0.7704918  0.75833333 0.83333333 0.78333333],0.646766169154229,0.671641791044776,0.828031809145129,0.938983050847458,0.917218543046358,0.940397350993378,0.657004830917874,0.701030927835051,0.648592386994449,0.648936170212766,0.717647058823529,0.677789046653144,0.824365482233502,0.838842975206611,0.82842531902093
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_shifted_2_svdne,4,196,200, zones, low_bits_4_shifted_2, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.73178808 0.67880795 0.68543046 0.71854305 0.73      ],0.716589861751152,0.693548387096774,0.808080808080808,0.866666666666667,0.862068965517241,0.86737400530504,0.673740053050398,0.638190954773869,0.710584839089062,0.68997668997669,0.629787234042553,0.69931572757404,0.80225498699046,0.778619528619529,0.808080808080808
ensemble_model_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158,8, low_bits_5, svdne,1230,410,410,0.6,0.2,0.2, [0.83739837 0.88211382 0.84552846 0.82926829 0.88211382],0.758536585365854,0.821951219512195,0.880975609756097,0.941080196399345,0.934959349593496,0.941463414634146,0.773455377574371,0.808612440191387,0.757540050941465,0.82983682983683,0.876847290640394,0.82248161633469,0.883141762452107,0.897760467380721,0.88094279478518
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116,12, low_bits_4, svdn,1782,594,594,0.6,0.2,0.2, [0.61452514 0.5505618  0.58146067 0.59831461 0.65168539],0.609427609427609,0.542087542087542,0.616582491582492,0.662570404505888,0.72615039281706,0.630190796857464,0.660818713450292,0.748344370860927,0.607048897759231,0.569620253164557,0.616438356164384,0.543318515830536,0.651091535810034,0.715488215488216,0.616582491582492
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163,6, low_bits_3, svdn,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.4939759  0.56024096 0.58433735 0.53658537 0.59756098],0.607272727272727,0.556363636363636,0.818313953488372,0.975728155339806,0.973365617433414,0.975786924939467,0.649350649350649,0.72463768115942,0.606844388024966,0.561151079136691,0.6,0.558620689655172,0.822695035460993,0.851688693098385,0.818650101944876
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svd,32,84,116, zones, low_bits_5, svd,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.87068966 0.82471264 0.83908046 0.89017341 0.86127168],0.775,0.715625,0.9246632996633,0.990708478513356,0.982718894009217,0.990783410138249,0.810526315789473,0.927710843373494,0.769050226881552,0.742209631728045,0.850649350649351,0.720505398216242,0.927087576374746,0.957912457912458,0.9246632996633
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.63483146 0.68539326 0.68539326 0.67613636 0.73863636],0.698305084745763,0.701694915254237,0.844173441734417,0.940782122905028,0.950338600451467,0.940180586907449,0.685512367491166,0.683098591549296,0.697758446101445,0.687943262411348,0.655405405405405,0.701852362566648,0.842465753424658,0.839017735334243,0.84413874653657
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,882,294,294,0.6,0.2,0.2, [0.81460674 0.78977273 0.82386364 0.78409091 0.77840909],0.744897959183674,0.802721088435374,0.854421768707483,0.910497237569061,0.934240362811791,0.908163265306122,0.744027303754266,0.767605633802817,0.745644922164566,0.816455696202532,0.816455696202532,0.801610201042442,0.858652575957728,0.87719298245614,0.854234351310375
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.5955414  0.60897436 0.60576923 0.58012821 0.6025641 ],0.562653562653563,0.501228501228501,0.812289562289562,0.95830660679923,0.956466069142126,0.958386683738796,0.567961165048544,0.593908629441624,0.563620981387479,0.486075949367089,0.457142857142857,0.502683103698332,0.811496196111581,0.808080808080808,0.812289562289562
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.75454545 0.77272727 0.73636364 0.75454545 0.74074074],0.703296703296703,0.741758241758242,0.888157894736842,0.998178506375228,1,0.998175182481752,0.7,0.759036144578313,0.707800900571985,0.753926701570681,0.75,0.741279069767442,0.889130434782608,0.902869757174393,0.888254050700486
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdne,16,142,158,10, low_bits_4_shifted_2, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.84228188 0.83221477 0.84899329 0.82214765 0.84228188],0.72234762979684,0.758465011286682,0.840488215488215,0.897735072065889,0.877852348993289,0.9,0.707838479809976,0.680365296803653,0.721879076973255,0.759550561797753,0.754464285714286,0.758510681669928,0.836848902281533,0.818181818181818,0.840488215488215
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svdn,8,146,154, zones, low_bits_6, svdn,1670,556,556,0.600287562904385,0.199856218547807,0.199856218547807, [0.49101796 0.51497006 0.54491018 0.50898204 0.5       ],0.552407932011331,0.498583569405099,0.853535353535353,0.992173389524383,0.986826347305389,0.992215568862276,0.526946107784431,0.536585365853659,0.551361465995612,0.535433070866142,0.53968253968254,0.495451025938831,0.853535353535353,0.853535353535353,0.853535353535353
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svdn,32,134,166, zones, lab, svdn,648,216,216,0.6,0.2,0.2, [0.48461538 0.58461538 0.53846154 0.5        0.515625  ],0.467592592592593,0.527777777777778,0.796296296296296,0.99537750385208,0.996913580246913,0.99537037037037,0.484304932735426,0.47787610619469,0.46709339290317,0.514285714285714,0.551020408163265,0.529747492217226,0.796672828096118,0.805607476635514,0.796381719969133
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svd,8,192,200,10, low_bits_4_shifted_2, svd,1512,504,504,0.6,0.2,0.2, [0.81907895 0.76821192 0.77483444 0.75827815 0.70860927],0.715277777777778,0.706018518518518,0.744528619528619,0.760884125920964,0.751322751322751,0.763888888888889,0.73202614379085,0.733624454148472,0.714102867468324,0.689486552567237,0.694581280788177,0.705369243014176,0.7429055484964,0.738215488215488,0.74452861952862
ensemble_model_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200,10, lab, svdne,1578,526,526,0.6,0.2,0.2, [0.77848101 0.80379747 0.83544304 0.81962025 0.8343949 ],0.824561403508772,0.832080200501253,0.859006734006734,0.875628140703518,0.88339670468948,0.874524714828897,0.824120603015075,0.8,0.825257731958763,0.817438692098093,0.77319587628866,0.83050037716872,0.857870173949936,0.851010101010101,0.859006734006734
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120,10, low_bits_5, svdn,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.60915493 0.57394366 0.60915493 0.67253521 0.61347518],0.544491525423729,0.567796610169492,0.806519898391194,0.972779369627507,0.957686882933709,0.973201692524683,0.612612612612613,0.720338983050847,0.544491525423729,0.622222222222222,0.708860759493671,0.567196337193644,0.816539542352469,0.860406091370558,0.806474232125957
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdne,26,87,113,12, low_bits_4_shifted_2, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.88700565 0.88135593 0.85310734 0.86723164 0.86079545],0.75,0.802631578947369,0.916666666666667,0.964530892448513,0.953619909502262,0.964932126696833,0.765432098765432,0.837837837837838,0.752252252252252,0.822485207100592,0.891025641025641,0.80024255024255,0.917842323651452,0.930976430976431,0.916666666666667
ensemble_model_v2_N8_B192_E200_nb_zones_8_lab_svdne,8,192,200, zones, lab, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.84782609 0.83043478 0.84782609 0.86956522 0.86403509],0.845549738219895,0.842931937172775,0.888075313807531,0.920100925147183,0.952961672473868,0.917247386759582,0.851385390428212,0.875647668393782,0.845231241604299,0.84375,0.89010989010989,0.845054945054945,0.891370558375635,0.92518440463646,0.888345057977627
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152,12, low_bits_4, svdn,1662,554,554,0.6,0.2,0.2, [0.57185629 0.46686747 0.46686747 0.45180723 0.5       ],0.464985994397759,0.515406162464986,0.845959595959596,0.998795180722892,0.997593261131167,0.998796630565584,0.446376811594203,0.452941176470588,0.464438502673797,0.518105849582173,0.497326203208556,0.516310160427808,0.845177664974619,0.840909090909091,0.845959595959596
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158,10, low_bits_2, svdn,1518,506,506,0.6,0.2,0.2, [0.47697368 0.49013158 0.45394737 0.46381579 0.49006623],0.466200466200466,0.48951048951049,0.571548821548822,0.64375,0.678524374176548,0.624505928853755,0.496703296703297,0.530516431924883,0.46664710485133,0.524945770065076,0.560185185185185,0.48901278038602,0.595389507154213,0.63047138047138,0.571548821548822
svm_model_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166,4, lab, svdne,534,178,178,0.6,0.2,0.2, [0.96296296 0.87962963 0.89622642 0.94339623 0.94339623],0.853932584269663,0.887640449438202,0.933707865168539,0.975970425138632,0.98876404494382,0.97565543071161,0.860215053763441,0.879120879120879,0.853353543008715,0.9,0.927835051546392,0.883670612192949,0.936353829557713,0.953846153846154,0.933244916003537
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158,10, low_bits_3, svdn,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.55194805 0.49675325 0.52614379 0.53594771 0.55228758],0.558194774346793,0.548693586698337,0.543771043771044,0.576047904191617,0.627118644067797,0.538461538461538,0.584821428571429,0.626794258373206,0.558680148054527,0.572072072072072,0.599056603773585,0.548332129637989,0.576893052302888,0.622053872053872,0.543771043771044
ensemble_model_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113,12, low_bits_5, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.83333333 0.82786885 0.81147541 0.83606557 0.87087912],0.675182481751825,0.733576642335766,0.901094276094276,0.960087479496993,0.960612691466083,0.960065645514223,0.671586715867159,0.674074074074074,0.675166533439915,0.736462093862816,0.733812949640288,0.733573141486811,0.901135885570046,0.901515151515152,0.901094276094276
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158,10, low_bits_4, svd,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.76433121 0.78025478 0.77884615 0.79487179 0.74358974],0.677339901477833,0.650246305418719,0.755892255892256,0.818235642391948,0.883631713554987,0.803708439897698,0.714596949891067,0.792270531400966,0.675029738062292,0.678733031674208,0.753768844221106,0.652246740951132,0.776061776061776,0.845959595959596,0.755892255892256
ensemble_model_v2_N16_B142_E158_nb_zones_8_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.87916667 0.84166667 0.9        0.87815126 0.85714286],0.773869346733668,0.78391959798995,0.879518072289157,0.945392491467577,0.926421404682274,0.946488294314381,0.778325123152709,0.793969849246231,0.773869346733668,0.802752293577982,0.825471698113208,0.781015418949077,0.880834160873883,0.879088206144698,0.87952375719239
ensemble_model_N16_B142_E158_nb_zones_12_lab_svd,16,142,158,12, lab, svd,1860,620,620,0.6,0.2,0.2, [0.87096774 0.90322581 0.86827957 0.88172043 0.88709677],0.864341085271318,0.825581395348837,0.894360269360269,0.910424305919329,0.934408602150537,0.908064516129032,0.884488448844884,1,0.858870967741935,0.84641638225256,1,0.832089552238806,0.899800399201597,0.948653198653198,0.894360269360269
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120,10, low_bits_4, svdne,1548,516,516,0.6,0.2,0.2, [0.79677419 0.81290323 0.78387097 0.77419355 0.81168831],0.669082125603865,0.654589371980676,0.86489898989899,0.973324658425504,0.96640826873385,0.973514211886305,0.687927107061504,0.740196078431373,0.670098039215686,0.672768878718535,0.7,0.653921568627451,0.866970576046415,0.88047138047138,0.86489898989899
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163,4, low_bits_4, svdn,678,226,226,0.6,0.2,0.2, [0.51470588 0.55147059 0.61029412 0.55882353 0.56716418],0.544247787610619,0.557522123893805,0.564601769911504,0.579330422125182,0.587020648967552,0.573746312684366,0.542222222222222,0.54954954954955,0.544339992166079,0.532710280373832,0.513513513513513,0.556756756756757,0.563055062166963,0.5650623885918,0.56460500800416
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200,8, low_bits_6, svd,1310,436,436,0.600366636113657,0.199816681943171,0.199816681943171, [0.76717557 0.80534351 0.76335878 0.81679389 0.77862595],0.704128440366973,0.678899082568807,0.793308890925756,0.85935085007728,0.848854961832061,0.861068702290076,0.707482993197279,0.71889400921659,0.704195863055783,0.695652173913043,0.720720720720721,0.678117369706155,0.794533029612756,0.797074954296161,0.793298506559845
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154,12, low_bits_4, svdn,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.52486188 0.48333333 0.54166667 0.51944444 0.48333333],0.498257839721254,0.543554006968641,0.532407407407407,0.557671957671958,0.584905660377358,0.536071032186459,0.532467532467532,0.557823129251701,0.496768707482993,0.567656765676568,0.614285714285714,0.545238095238095,0.55577768892443,0.585016835016835,0.532407407407407
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svd,40,80,120, zones, lab, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.9516129  0.93513514 0.95135135 0.94864865 0.94324324],0.877862595419847,0.870229007633588,0.956228956228956,0.979302832244009,0.970842332613391,0.979481641468682,0.881481481481482,0.937007874015748,0.879615048118985,0.881118881118881,0.933333333333333,0.868241469816273,0.956521739130435,0.962962962962963,0.956228956228956
ensemble_model_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166,4, lab, svdne,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.87704918 0.875      0.85833333 0.91666667 0.88333333],0.835,0.83,0.93313373253493,1,1,1,0.834170854271357,0.798076923076923,0.836538461538462,0.838095238095238,0.88,0.83,0.933728981206726,0.934653465346535,0.933121501284937
ensemble_model_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163,8, lab, svdn,1188,396,396,0.6,0.2,0.2, [0.5210084  0.51260504 0.59243697 0.5        0.53389831],0.553030303030303,0.51010101010101,0.812626262626262,1,1,1,0.573493975903614,0.601010101010101,0.553030303030303,0.535885167464115,0.543689320388349,0.508686765457333,0.816427511133102,0.826653306613226,0.812511989355493
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,1530,510,510,0.6,0.2,0.2, [0.87254902 0.83660131 0.87581699 0.8496732  0.86928105],0.794326241134752,0.796690307328605,0.882575757575757,0.930718954248366,0.930718954248366,0.930718954248366,0.815286624203822,0.884792626728111,0.791910876470852,0.806306306306306,0.868932038834951,0.798521318956646,0.885889570552147,0.911616161616161,0.882575757575758
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152,12, low_bits_3, svdn,1682,560,560,0.60028551034975,0.199857244825125,0.199857244825125, [0.4556213  0.47321429 0.49404762 0.53869048 0.44345238],0.504322766570605,0.481268011527378,0.851851851851852,1,1,1,0.497076023391813,0.474860335195531,0.505287310454908,0.454545454545455,0.446428571428571,0.48019752593775,0.850467289719626,0.842592592592593,0.851851851851852
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,954,318,318,0.6,0.2,0.2, [0.57291667 0.59895833 0.63157895 0.52631579 0.54736842],0.509433962264151,0.556603773584906,0.79748427672956,0.973767051416579,0.972746331236897,0.973794549266247,0.518518518518519,0.525,0.509335443037975,0.549520766773163,0.540880503144654,0.556603773584906,0.79748427672956,0.796482412060301,0.797485538523854
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154,12, low_bits_2, svdn,1818,606,606,0.6,0.2,0.2, [0.54120879 0.49175824 0.54945055 0.44505495 0.50828729],0.483870967741936,0.551971326164875,0.886784511784512,1,1,1,0.5,0.496551724137931,0.483350488934637,0.528301886792453,0.522388059701493,0.550849202264539,0.886545761282159,0.884680134680135,0.886784511784512
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdn,40,80,120, zones, low_bits_4_shifted_2, svdn,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.60509554 0.54140127 0.52866242 0.55414013 0.53503185],0.478908188585608,0.503722084367246,0.818181818181818,0.986022871664549,0.988535031847134,0.985987261146497,0.46969696969697,0.465,0.478805418719212,0.516908212560386,0.527093596059113,0.503546798029557,0.818791946308725,0.821548821548821,0.818181818181818
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163,6, low_bits_2, svdn,918,306,306,0.6,0.2,0.2, [0.54347826 0.5        0.56521739 0.50543478 0.50549451],0.565359477124183,0.526143790849673,0.535294117647059,0.588793922127255,0.675381263616558,0.528322440087146,0.633608815426997,0.705521472392638,0.555557938993522,0.577259475218659,0.651315789473684,0.526956596035543,0.595793064241046,0.677002583979328,0.533607112095484
svm_model_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116,12, low_bits_2, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.86612022 0.8442623  0.86338798 0.86065574 0.86538462],0.711678832116788,0.726277372262774,0.83459595959596,0.874408828166054,0.910284463894967,0.86925601750547,0.706319702602231,0.655172413793103,0.715183106121358,0.708171206225681,0.705426356589147,0.725126971398022,0.838205022643063,0.856902356902357,0.83459595959596
ensemble_model_v2_N32_B134_E166_nb_zones_4_lab_svdne,32,134,166, zones, lab, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.85483871 0.87903226 0.91935484 0.89344262 0.92622951],0.853658536585366,0.84390243902439,0.923001949317739,0.972447325769854,0.974025974025974,0.972402597402597,0.851485148514851,0.803738317757009,0.855950791531566,0.835051546391752,0.818181818181818,0.843053173241853,0.922013820335637,0.908560311284047,0.923030155642023
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163,4, low_bits_4, svdn,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.53333333 0.53333333 0.50833333 0.61016949 0.56779661],0.494949494949495,0.590909090909091,0.817540322580645,1,1,1,0.528301886792453,0.549019607843137,0.493259803921569,0.626728110599078,0.62962962962963,0.587037037037037,0.823414634146341,0.830708661417323,0.817213834840893
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svdn,8,146,154, zones, low_bits_5, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.52197802 0.48626374 0.49171271 0.50552486 0.51933702],0.459074733096085,0.508896797153025,0.876683501683502,0.998347107438016,0.998897464167585,0.998346196251378,0.437037037037037,0.424460431654676,0.458709089066775,0.517482517482517,0.52112676056338,0.508764819130611,0.876423450021088,0.874579124579125,0.876683501683502
svm_model_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200,8, low_bits_5, svd,1324,441,441,0.600181323662738,0.199909338168631,0.199909338168631, [0.7443609  0.79323308 0.75757576 0.76136364 0.73106061],0.709750566893424,0.716553287981859,0.754759746146872,0.786666666666667,0.802114803625378,0.782477341389728,0.707762557077626,0.685840707964602,0.710362214447417,0.716553287981859,0.708520179372197,0.716645410787016,0.757290264692687,0.75967596759676,0.754723828547238
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svd,40,80,120, zones, low_bits_3, svd,1734,578,578,0.6,0.2,0.2, [0.81609195 0.82471264 0.79479769 0.78901734 0.82369942],0.778816199376947,0.800623052959502,0.865740740740741,0.895573212258797,0.910034602076124,0.893886966551326,0.794202898550725,0.845679012345679,0.778185418122525,0.810650887573964,0.861635220125786,0.801187980433263,0.869529652351738,0.894781144781145,0.865740740740741
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116,12, low_bits_3, svdne,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.81686047 0.81686047 0.80523256 0.79651163 0.84795322],0.787234042553192,0.802431610942249,0.838383838383838,0.861743475846752,0.90337601862631,0.855064027939465,0.753521126760563,0.713333333333333,0.781247672253259,0.811594202898551,0.782122905027933,0.8043947858473,0.841975308641975,0.861111111111111,0.838383838383838
ensemble_model_v2_N4_B196_E200_nb_zones_10_lab_svdne,4,196,200, zones, lab, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.76923077 0.80769231 0.78671329 0.81468531 0.8006993 ],0.841437632135306,0.820295983086681,0.868265993265993,0.897108271687962,0.932867132867133,0.893006993006993,0.842767295597484,0.817073170731707,0.842457290211669,0.798099762470309,0.740088105726872,0.817198524408151,0.868763102725367,0.872053872053872,0.868265993265993
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svd,8,192,200,10, low_bits_4_shifted_2, svd,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.83450704 0.82269504 0.81560284 0.77304965 0.78368794],0.631914893617021,0.68936170212766,0.789540816326531,0.870778267254038,0.839943342776204,0.875354107648725,0.634249471458774,0.663716814159292,0.633087915276367,0.702040816326531,0.702040816326531,0.688798185941043,0.787096774193548,0.777400169923534,0.789551148791554
svm_model_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163,6, low_bits_3, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.87912088 0.87912088 0.89010989 0.87362637 0.86111111],0.798013245033113,0.751655629139073,0.847883597883598,0.89438202247191,0.876651982378855,0.89647577092511,0.808777429467085,0.796296296296296,0.798148148148148,0.777448071216617,0.813664596273292,0.74725783005154,0.851228978007762,0.846846846846847,0.847913219341791
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_shifted_2_svdne,16,142,158, zones, low_bits_4_shifted_2, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.83793103 0.75862069 0.80689655 0.80344828 0.79513889],0.758620689655172,0.737068965517241,0.836700336700337,0.891549295774648,0.874309392265193,0.893646408839779,0.747747747747748,0.703389830508475,0.759589652096342,0.705314009661836,0.640350877192982,0.735429675884627,0.829675153643547,0.795454545454545,0.836700336700337
svm_model_N8_B192_E200_nb_zones_10_lab_svd,8,192,200,10, lab, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.83666667 0.84666667 0.82333333 0.81543624 0.85234899],0.854545454545455,0.872727272727273,0.845117845117845,0.837908496732026,0.856951871657754,0.834224598930481,0.860869565217391,0.904109589041096,0.854769726647245,0.87719298245614,0.904977375565611,0.872580011983719,0.849550286181521,0.874579124579125,0.845117845117845
svm_model_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154,12, low_bits_6, svdne,1734,578,578,0.6,0.2,0.2, [0.79885057 0.81896552 0.79768786 0.75722543 0.78901734],0.890965732087227,0.890965732087227,0.832070707070707,0.818131564400221,0.853517877739331,0.810265282583622,0.895522388059701,0.909090909090909,0.89044289044289,0.890965732087227,0.916666666666667,0.891666666666667,0.838133874239351,0.869528619528619,0.832070707070707
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.5078125 0.5       0.625     0.4609375 0.5      ],0.511737089201878,0.539906103286385,0.802063789868668,0.985826771653543,0.978125,0.9859375,0.5,0.495238095238095,0.511507936507936,0.554545454545454,0.512605042016807,0.543536563561595,0.801505174035748,0.783088235294118,0.802463657876944
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_6_svdne,26,87,113, zones, low_bits_6, svdne,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.92245989 0.93582888 0.90053763 0.93548387 0.89516129],0.828125,0.84765625,0.941077441077441,0.969105691056911,0.959227467811159,0.969420600858369,0.837037037037037,0.869230769230769,0.827472527472527,0.851711026615969,0.888888888888889,0.848290598290598,0.941126997476871,0.941919191919192,0.941077441077441
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.71311475 0.75819672 0.69421488 0.7768595  0.69421488],0.742574257425743,0.737623762376238,0.824925816023739,0.883306320907617,0.897858319604613,0.881383855024712,0.747572815533981,0.83695652173913,0.750296442687747,0.769565217391304,0.834905660377359,0.732556996855346,0.831908831908832,0.873379860418744,0.825306220690236
svm_model_N32_B134_E166_nb_zones_6_lab_svd,32,134,166,6, lab, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.91208791 0.92857143 0.95       0.95       0.90555556],0.800664451827243,0.820598006644518,0.887118193891102,0.937639198218263,0.93141592920354,0.938053097345133,0.814814814814815,0.916666666666667,0.805467091295117,0.834355828220859,0.855345911949686,0.818518026397378,0.890180878552971,0.912582781456953,0.887050378744455
svm_model_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120,10, low_bits_6, svdne,1476,492,492,0.6,0.2,0.2, [0.94932432 0.9527027  0.94256757 0.97278912 0.95238095],0.757777777777778,0.72,0.886363636363636,0.976010966415353,0.964769647696477,0.976287262872629,0.781563126252505,0.894495412844037,0.761902878835811,0.765799256505576,0.887931034482759,0.714607719076242,0.891826923076923,0.936868686868687,0.886363636363636
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120,12, low_bits_2, svd,1734,578,578,0.6,0.2,0.2, [0.83333333 0.82758621 0.79479769 0.78034682 0.81791908],0.769470404984424,0.800623052959502,0.853535353535353,0.882943143812709,0.913494809688581,0.878892733564014,0.781065088757396,0.830188679245283,0.77003261122758,0.815028901734104,0.87037037037037,0.799965059399022,0.85956416464891,0.896464646464647,0.853535353535353
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163,6, low_bits_2, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.52197802 0.51648352 0.53846154 0.54395604 0.56593407],0.511551155115512,0.547854785478548,0.812005277044855,1,1,1,0.506666666666667,0.496732026143791,0.511699346405229,0.532423208191126,0.516556291390728,0.547751829905891,0.810379241516966,0.802371541501976,0.812018003247685
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163,4, low_bits_4, svdne,528,176,176,0.6,0.2,0.2, [0.78301887 0.77358491 0.78301887 0.71698113 0.73076923],0.653409090909091,0.75,0.789772727272727,0.844961240310078,0.825757575757576,0.848484848484848,0.585034013605442,0.494252873563218,0.651620818804081,0.731707317073171,0.689655172413793,0.749321968229368,0.776299879081016,0.732876712328767,0.789515279241307
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200,8, low_bits_5, svd,1122,374,374,0.6,0.2,0.2, [0.74778761 0.67857143 0.72767857 0.72767857 0.75446429],0.729946524064171,0.695187165775401,0.802673796791444,0.866319444444444,0.889483065953654,0.862745098039216,0.700296735905045,0.641304347826087,0.728546910755149,0.679775280898876,0.620512820512821,0.698524566680991,0.8,0.785106382978723,0.802768245252802
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158,10, low_bits_5, svd,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.83673469 0.84693878 0.80952381 0.83333333 0.80136986],0.803964757709251,0.788546255506608,0.853535353535353,0.887353144436766,0.874659400544959,0.888964577656676,0.840215439856373,0.955102040816326,0.790948149594766,0.806451612903226,0.956937799043062,0.800917879113368,0.8608,0.905723905723906,0.853535353535353
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svd,4,196,200,12, low_bits_4_shifted_2, svd,1740,580,580,0.6,0.2,0.2, [0.74712644 0.68390805 0.71264368 0.74425287 0.72701149],0.716981132075472,0.688679245283019,0.717171717171717,0.726035167328417,0.735632183908046,0.722413793103448,0.716981132075472,0.690909090909091,0.718003565062389,0.647686832740213,0.594771241830065,0.685264408793821,0.715495342929721,0.711279461279461,0.717171717171717
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163,4, low_bits_6, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.92241379 0.89655172 0.92982456 0.93859649 0.92982456],0.827225130890052,0.806282722513089,0.883891213389121,0.92991452991453,0.947735191637631,0.928571428571428,0.853333333333333,0.905660377358491,0.817536071032187,0.824644549763033,0.878787878787879,0.803524374176548,0.89128305582762,0.92479674796748,0.882656994673395
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163,6, low_bits_3, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.85057471 0.79310345 0.82758621 0.76744186 0.83139535],0.791666666666667,0.753472222222222,0.827323162274618,0.869757174392936,0.909930715935335,0.863741339491917,0.818181818181818,0.888157894736842,0.785990712074304,0.773162939297124,0.846153846153846,0.754111405835544,0.839251129761136,0.892857142857143,0.826680672268907
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163,4, low_bits_4, svdne,528,176,176,0.6,0.2,0.2, [0.90566038 0.79245283 0.77358491 0.82075472 0.85576923],0.710227272727273,0.698863636363636,0.871590909090909,0.983050847457627,0.988636363636364,0.982954545454546,0.724324324324324,0.8375,0.720833333333333,0.725388601036269,0.833333333333333,0.704710144927536,0.875687568756876,0.929906542056075,0.873139111736002
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158,10, low_bits_3, svdn,1378,459,459,0.600174216027875,0.199912891986063,0.199912891986063, [0.52536232 0.50362319 0.4673913  0.49275362 0.52554745],0.566448801742919,0.546840958605664,0.822735191637631,1,1,1,0.577494692144374,0.612612612612613,0.567909681833732,0.566666666666667,0.573839662447257,0.545928840232638,0.825246887075998,0.837108013937282,0.822735191637631
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158,10, low_bits_4, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.76333333 0.80666667 0.75666667 0.7852349  0.75838926],0.772727272727273,0.743181818181818,0.841329966329966,0.888738127544097,0.875668449197861,0.890374331550802,0.781659388646288,0.809954751131222,0.77255728424141,0.759061833688699,0.812785388127854,0.743496766462117,0.842982090795502,0.851851851851852,0.841329966329966
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svdn,8,146,154, zones, low_bits_3, svdn,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.46791444 0.53208556 0.53494624 0.48387097 0.53494624],0.4765625,0.515625,0.885942760942761,0.992999461497038,0.989270386266094,0.993025751072961,0.47244094488189,0.447761194029851,0.477978957670663,0.46551724137931,0.442622950819672,0.512356251529239,0.884336320956039,0.872053872053872,0.885942760942761
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svdn,4,148,152, zones, low_bits_4, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.48295455 0.50568182 0.48579545 0.48571429 0.49142857],0.516129032258065,0.503225806451613,0.868686868686869,0.995433789954338,0.993166287015945,0.995444191343963,0.503311258278146,0.493506493506493,0.515984015984016,0.476190476190476,0.448717948717949,0.503579753579754,0.867120954003407,0.856902356902357,0.868686868686869
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163,4, low_bits_6, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.83870968 0.85483871 0.80327869 0.87704918 0.85245902],0.813725490196078,0.784313725490196,0.870841487279843,0.918032786885246,0.912052117263844,0.9185667752443,0.802083333333333,0.762376237623762,0.813226953763338,0.770833333333334,0.718446601941748,0.7849658752283,0.867203219315895,0.843444227005871,0.870841487279843
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152,12, low_bits_2, svd,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.83695652 0.78804348 0.79076087 0.79347826 0.77717391],0.817164179104478,0.783582089552239,0.832912457912458,0.838169642857143,0.816304347826087,0.842391304347826,0.82051282051282,0.868217054263566,0.819000613462718,0.801369863013699,0.841726618705036,0.781328425631588,0.831565549427238,0.824915824915825,0.832912457912458
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svd,16,142,158, zones, lab, svd,1812,604,604,0.6,0.2,0.2, [0.87087912 0.87845304 0.89779006 0.89226519 0.91160221],0.843971631205674,0.801418439716312,0.908249158249158,0.937632135306554,0.979028697571744,0.934878587196468,0.834586466165413,0.816176470588235,0.843019742143433,0.804195804195804,0.787671232876712,0.801923851732474,0.910801963993453,0.936868686868687,0.908249158249158
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svdn,26,137,163, zones, lab, svdn,1248,416,416,0.6,0.2,0.2, [0.548      0.508      0.548      0.596      0.56451613],0.480769230769231,0.545673076923077,0.791826923076923,0.977491961414791,0.974358974358974,0.977564102564102,0.478260869565217,0.485294117647059,0.480854605993341,0.551068883610451,0.552380952380952,0.545607951918632,0.791726791726792,0.792870905587669,0.791828926882126
ensemble_model_N32_B134_E166_nb_zones_6_lab_svd,32,134,166,6, lab, svd,930,310,310,0.6,0.2,0.2, [0.94623656 0.94086022 0.93010753 0.87634409 0.91935484],0.854838709677419,0.832258064516129,0.905806451612903,0.947141316073355,0.944086021505376,0.947311827956989,0.858934169278997,0.931972789115646,0.858624431367639,0.850574712643678,0.925,0.829166666666667,0.90840652446675,0.937823834196891,0.905929911957057
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158,10, low_bits_2, svdn,1512,504,504,0.6,0.2,0.2, [0.51315789 0.47019868 0.50662252 0.55298013 0.47019868],0.506944444444444,0.49537037037037,0.818602693602693,1,1,1,0.529801324503311,0.552995391705069,0.506730253992069,0.488262910798122,0.483720930232558,0.495316686314436,0.81974069427018,0.824915824915825,0.818602693602693
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdn,32,84,116,12, low_bits_4_shifted_2, svdn,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.5380117  0.52923977 0.52923977 0.50584795 0.56176471],0.562874251497006,0.517964071856287,0.581649831649832,0.549508196721311,0.490632318501171,0.597775175644028,0.589887640449438,0.6,0.561006289308176,0.519402985074627,0.547169811320755,0.519299191374663,0.5514440433213,0.514309764309764,0.581649831649832
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,618,206,206,0.6,0.2,0.2, [0.82258065 0.85483871 0.83064516 0.75       0.8442623 ],0.713592233009709,0.684466019417476,0.835922330097087,0.92462311557789,0.893203883495146,0.927184466019418,0.73542600896861,0.725663716814159,0.712294223998478,0.716157205240175,0.732142857142857,0.679901215805471,0.838894184938036,0.823970037453183,0.836380180016914
svm_model_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200,8, low_bits_6, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.79237288 0.79237288 0.80932203 0.80932203 0.75      ],0.727735368956743,0.735368956743003,0.769582909460834,0.788091068301226,0.76271186440678,0.794915254237288,0.735802469135803,0.748743718592965,0.727464642801637,0.74384236453202,0.758793969849246,0.735067088017407,0.768049155145929,0.759109311740891,0.769636455461447
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,1410,470,470,0.6,0.2,0.2, [0.60992908 0.65248227 0.62765957 0.61702128 0.63475177],0.54468085106383,0.517021276595745,0.793191489361702,0.968287526427061,0.974468085106383,0.968085106382979,0.619217081850534,0.746781115879828,0.546386338530631,0.601054481546573,0.737068965517241,0.519794986960301,0.809411764705882,0.882051282051282,0.793568013906997
ensemble_model_N8_B192_E200_nb_zones_10_lab_svd,8,192,200,10, lab, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.8707483  0.85714286 0.89115646 0.86643836 0.83561644],0.872527472527472,0.804395604395604,0.871212121212121,0.893787575150301,0.91268758526603,0.891541609822646,0.879668049792531,0.905982905982906,0.871543489190548,0.815734989648033,0.891402714932127,0.806812468577174,0.875710804224208,0.907407407407407,0.871212121212121
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_4_shifted_2_svdne,26,87,113, zones, low_bits_4_shifted_2, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.90055249 0.89226519 0.89502762 0.91160221 0.88121547],0.731448763250883,0.734982332155477,0.906144781144781,0.95959595959596,0.944751381215469,0.960220994475138,0.714285714285714,0.71969696969697,0.730709412000803,0.736842105263158,0.695364238410596,0.737833634356813,0.904414916416631,0.888047138047138,0.906144781144781
svm_model_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154,12, low_bits_5, svdne,1848,616,616,0.6,0.2,0.2, [0.81621622 0.84324324 0.78108108 0.81621622 0.80706522],0.75,0.765151515151515,0.80976430976431,0.826552462526767,0.835497835497836,0.824675324675325,0.748091603053435,0.748091603053435,0.749985651150778,0.773722627737226,0.796992481203007,0.764908454341962,0.81198003327787,0.821548821548821,0.80976430976431
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.84042553 0.84042553 0.84574468 0.86170213 0.80851064],0.769968051118211,0.792332268370607,0.857598978288633,0.908315565031983,0.906382978723404,0.908510638297872,0.769230769230769,0.745341614906832,0.77069712324289,0.767025089605735,0.764285714285714,0.789657308009909,0.854153041203401,0.846952010376135,0.857438269339011
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.90322581 0.87903226 0.8852459  0.90983607 0.87704918],0.818627450980392,0.803921568627451,0.898238747553816,0.95748031496063,0.990228013029316,0.956026058631922,0.817733990147783,0.846938775510204,0.819695802849442,0.813084112149533,0.820754716981132,0.803234501347709,0.901140684410646,0.927592954990215,0.898238747553816
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.60344828 0.47674419 0.48837209 0.49418605 0.48255814],0.522648083623693,0.491289198606272,0.798050139275766,0.991850989522701,0.988399071925754,0.991879350348028,0.535593220338983,0.526666666666667,0.522457420924574,0.478571428571429,0.462068965517241,0.491597863040311,0.797768479776848,0.787878787878788,0.79816474605207
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.77419355 0.77419355 0.80194805 0.78896104 0.77922078],0.716346153846154,0.716346153846154,0.876262626262626,0.962435233160622,0.962435233160622,0.962435233160622,0.740088105726872,0.781395348837209,0.714080758995719,0.726851851851852,0.781094527363184,0.718454240425778,0.879012345679012,0.898989898989899,0.876262626262626
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svdn,4,148,152, zones, low_bits_3, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.45224719 0.45762712 0.50564972 0.48022599 0.48305085],0.513245033112583,0.473509933774834,0.868686868686869,0.996625421822272,1,0.996613995485327,0.524271844660194,0.529411764705882,0.513028030003948,0.501567398119122,0.536912751677852,0.474338728780103,0.870324189526185,0.881313131313131,0.868686868686869
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158,10, low_bits_6, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.54333333 0.51006711 0.48657718 0.5738255  0.53020134],0.459276018099548,0.479638009049774,0.572390572390572,0.645035691109669,0.666219839142091,0.633378016085791,0.462921348314607,0.459821428571429,0.459268512450852,0.481981981981982,0.490825688073395,0.479787844036697,0.581893004115226,0.595117845117845,0.572390572390572
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116,12, low_bits_4, svdn,1704,568,568,0.6,0.2,0.2, [0.57017544 0.55263158 0.52352941 0.60294118 0.56764706],0.639880952380952,0.604166666666667,0.868686868686869,0.966042154566745,0.96830985915493,0.965962441314554,0.668493150684932,0.726190476190476,0.639880952380952,0.631578947368421,0.678571428571429,0.604166666666667,0.871815940838127,0.893097643097643,0.868686868686869
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154,12, low_bits_4, svdn,1734,578,578,0.6,0.2,0.2, [0.45977011 0.47126437 0.50289017 0.47109827 0.45953757],0.492211838006231,0.501557632398754,0.864057239057239,1,1,1,0.492211838006231,0.470238095238095,0.493288982259571,0.49685534591195,0.516339869281046,0.502217553688142,0.863885377159713,0.862794612794613,0.864057239057239
ensemble_model_v2_N26_B87_E113_nb_zones_12_low_bits_5_svdne,26,87,113, zones, low_bits_5, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.82240437 0.86065574 0.83879781 0.84340659 0.7967033 ],0.687272727272727,0.68,0.891835016835017,0.954520547945206,0.953997809419496,0.954545454545454,0.692857142857143,0.729323308270677,0.688605316107169,0.716129032258065,0.78169014084507,0.676559356136821,0.893581780538302,0.908249158249158,0.891835016835017
svm_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdne,40,80,120,10, low_bits_4_shifted_2, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.92675159 0.91987179 0.90064103 0.88141026 0.8974359 ],0.680589680589681,0.705159705159705,0.875420875420875,0.970474967907574,0.967989756722151,0.970550576184379,0.703196347031963,0.78974358974359,0.684966134494436,0.743589743589744,0.820754716981132,0.700120948234156,0.87987012987013,0.912457912457912,0.875420875420875
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154,12, low_bits_6, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.82571429 0.83142857 0.81714286 0.86285714 0.82471264],0.789808917197452,0.796178343949045,0.877946127946128,0.907084785133566,0.893592677345538,0.908466819221968,0.805882352941176,0.820359281437126,0.787730661126726,0.785234899328859,0.795918367346939,0.796162776487841,0.877118644067797,0.871212121212121,0.877946127946128
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.7398374  0.75       0.77868852 0.68852459 0.71721311],0.697788697788698,0.683046683046683,0.792239685658153,0.866718628215121,0.909983633387889,0.860065466448445,0.739957716701903,0.845410628019324,0.695205314009662,0.724946695095949,0.829268292682927,0.681960879014731,0.809887640449438,0.880742913000977,0.791802848405721
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svd,32,134,166, zones, lab, svd,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.93670886 0.91772152 0.93589744 0.96794872 0.93589744],0.804597701149425,0.735632183908046,0.893568147013782,0.975918884664132,0.982142857142857,0.975765306122449,0.767123287671233,0.694214876033058,0.797107438016529,0.698689956331878,0.62015503875969,0.734319943622269,0.887631366208569,0.855140186915888,0.892931539241076
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svd,26,137,163,4, low_bits_4_shifted_2, svd,648,216,216,0.6,0.2,0.2, [0.96153846 0.9        0.91538462 0.89230769 0.9296875 ],0.75,0.694444444444444,0.84537037037037,0.924071082390953,0.882716049382716,0.927469135802469,0.747663551401869,0.727272727272727,0.750428816466552,0.688679245283019,0.695238095238095,0.694465894465894,0.840191387559809,0.814471243042672,0.845313255532426
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svd,8,192,200, zones, low_bits_4_shifted_2, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.74666667 0.72333333 0.69333333 0.69463087 0.69463087],0.786363636363636,0.734090909090909,0.811026936026936,0.84005376344086,0.835561497326203,0.840909090909091,0.783410138248848,0.748898678414097,0.787594879113152,0.723404255319149,0.71830985915493,0.733604268784513,0.808528784648188,0.797979797979798,0.811026936026936
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116,12, low_bits_6, svdn,1824,608,608,0.6,0.2,0.2, [0.56284153 0.56010929 0.57417582 0.5989011  0.56318681],0.543478260869565,0.608695652173913,0.5753367003367,0.63666197843413,0.744517543859649,0.575109649122807,0.56551724137931,0.625954198473282,0.547459857857331,0.658227848101266,0.717241379310345,0.602895498815478,0.631617378605331,0.728114478114478,0.5753367003367
svm_model_N4_B196_E200_nb_zones_12_lab_svd,4,196,200,12, lab, svd,1764,588,588,0.6,0.2,0.2, [0.8220339  0.83333333 0.81818182 0.85227273 0.80397727],0.76797385620915,0.800653594771242,0.818181818181818,0.836244541484716,0.868480725623583,0.829931972789116,0.770226537216828,0.815068493150685,0.770034246575342,0.820058997050147,0.86875,0.797388698630137,0.825806451612903,0.861952861952862,0.818181818181818
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116,12, low_bits_2, svdne,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.81871345 0.82352941 0.79705882 0.82352941 0.86764706],0.771513353115727,0.795252225519288,0.851010101010101,0.879907621247113,0.895417156286722,0.877790834312573,0.770149253731343,0.86,0.780267379679144,0.822622107969152,0.855614973262032,0.787807486631016,0.85586319218241,0.884680134680135,0.851010101010101
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116,12, low_bits_5, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.62068966 0.63793103 0.63218391 0.55780347 0.5982659 ],0.559375,0.534375,0.608585858585859,0.713004484304933,0.915898617511521,0.631336405529954,0.644836272040302,0.847682119205298,0.574728633567146,0.642685851318945,0.792899408284024,0.518966260433403,0.694480946123522,0.88973063973064,0.608585858585859
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200,8, low_bits_6, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.80530973 0.76548673 0.79910714 0.77678571 0.78571429],0.740641711229946,0.719251336898396,0.827457264957265,0.892825509300266,0.896797153024911,0.892348754448399,0.742705570291777,0.74468085106383,0.740619995424388,0.718498659517426,0.752808988764045,0.720792249484063,0.828100053219798,0.838362068965517,0.827549678550555
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163,4, low_bits_6, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.49193548 0.50806452 0.50806452 0.5483871  0.56451613],0.509708737864078,0.543689320388349,0.811046511627907,1,1,1,0.465608465608466,0.44,0.507735849056604,0.534653465346535,0.568421052631579,0.545471787577051,0.807121661721068,0.807920792079208,0.810981268904879
svm_model_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163,8, lab, svdne,1308,436,436,0.6,0.2,0.2, [0.88931298 0.9351145  0.9389313  0.94274809 0.93461538],0.805045871559633,0.784403669724771,0.884403669724771,0.944402132520944,0.948012232415902,0.944189602446483,0.808988764044944,0.81447963800905,0.804914237609176,0.792035398230088,0.828703703703704,0.784806397306397,0.885972850678733,0.897341888175985,0.884391788899747
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svdn,8,146,154, zones, low_bits_2, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.50280899 0.47191011 0.48870056 0.46892655 0.48587571],0.541528239202658,0.498338870431894,0.874158249158249,0.994350282485876,0.992108229988726,0.994363021420519,0.51063829787234,0.525547445255474,0.540212747017981,0.520634920634921,0.5,0.498175182481752,0.873679763413604,0.87037037037037,0.874158249158249
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163,4, low_bits_5, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.875      0.875      0.88333333 0.88135593 0.79661017],0.666666666666667,0.651515151515152,0.799395161290323,0.891156462585034,0.879194630872483,0.89261744966443,0.666666666666667,0.776470588235294,0.680270692347736,0.676056338028169,0.75,0.654411764705882,0.800800800800801,0.835073068893528,0.800577470119279
svm_model_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163,6, low_bits_2, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.81764706 0.71764706 0.77058824 0.81764706 0.81764706],0.734982332155477,0.752650176678445,0.779661016949153,0.827300930713547,0.941176470588235,0.803529411764706,0.764890282131661,0.853146853146853,0.733716283716284,0.785276073619632,0.920863309352518,0.755570543565148,0.806451612903226,0.919377652050919,0.779858078493725
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120,10, low_bits_6, svdne,1398,466,466,0.6,0.2,0.2, [0.94642857 0.93571429 0.93928571 0.94285714 0.94244604],0.781115879828326,0.778969957081545,0.905579399141631,0.989200863930886,0.982832618025751,0.989270386266094,0.798418972332016,0.866952789699571,0.781115879828326,0.795228628230616,0.847457627118644,0.778076639646279,0.908256880733945,0.93236301369863,0.905510250394926
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svd,26,137,163,4, low_bits_4_shifted_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.90677966 0.83898305 0.8362069  0.85344828 0.85344828],0.793814432989691,0.768041237113402,0.886831275720165,0.957410562180579,0.962328767123288,0.957191780821918,0.807692307692308,0.8,0.793258426966292,0.782608695652174,0.801980198019802,0.766581496859363,0.890219560878244,0.895582329317269,0.886609730059478
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163,6, low_bits_4, svd,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.76262626 0.75757576 0.78787879 0.8030303  0.81632653],0.680851063829787,0.693009118541033,0.849939246658566,0.958459979736575,0.95748987854251,0.958502024291498,0.727272727272727,0.828402366863905,0.676701183431953,0.726287262872629,0.87012987012987,0.703636363636364,0.858127512923607,0.914320685434516,0.850405216058633
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_3_svdne,32,84,116, zones, low_bits_3, svdne,1734,578,578,0.6,0.2,0.2, [0.83908046 0.81896552 0.81791908 0.79768786 0.81213873],0.813084112149533,0.803738317757009,0.865319865319865,0.88723526044648,0.893886966551326,0.88638985005767,0.842105263157895,0.946745562130178,0.805609623170352,0.817391304347826,0.927631578947368,0.80996963562753,0.870550161812298,0.905723905723906,0.865319865319865
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158,10, low_bits_5, svd,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.82371795 0.86217949 0.86858974 0.83548387 0.85806452],0.773170731707317,0.790243902439024,0.882575757575757,0.933598937583001,0.903598971722365,0.93573264781491,0.77037037037037,0.78,0.773333333333333,0.80184331797235,0.828571428571429,0.789285714285714,0.881023454157782,0.869528619528619,0.882575757575757
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163,4, low_bits_5, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.76785714 0.8125     0.81818182 0.85454545 0.73636364],0.771739130434783,0.782608695652174,0.844902386117136,0.879684418145957,0.805054151624549,0.889891696750902,0.785714285714286,0.712962962962963,0.78411306042885,0.777777777777778,0.804597701149425,0.783742149543785,0.838052095130238,0.783898305084746,0.846393596986817
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svd,16,142,158,12, low_bits_4_shifted_2, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.78688525 0.81868132 0.78571429 0.83241758 0.79395604],0.682310469314079,0.667870036101083,0.819023569023569,0.866879659211928,0.893523600439078,0.862788144895719,0.745664739884393,0.908450704225352,0.676447574334898,0.72289156626506,0.888888888888889,0.673317683881064,0.831768388106416,0.894781144781145,0.819023569023569
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163,4, low_bits_6, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.51587302 0.55555556 0.53968254 0.57936508 0.5483871 ],0.507177033492823,0.468899521531101,0.794455066921606,0.998410174880763,1,0.998407643312102,0.554112554112554,0.60377358490566,0.505770287598461,0.523605150214592,0.663043478260869,0.489641397250093,0.803293687099726,0.857421875,0.795752136001873
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.75       0.76363636 0.75454545 0.75909091 0.8       ],0.759562841530055,0.704918032786885,0.830240174672489,0.895927601809955,0.9,0.895454545454545,0.748571428571429,0.696808510638298,0.761325603633756,0.693181818181818,0.689265536723164,0.704421128149942,0.827891532927504,0.817486338797814,0.830226266454523
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svd,26,137,163, zones, low_bits_4_shifted_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.8220339  0.86440678 0.88135593 0.80508475 0.76271186],0.724489795918367,0.739795918367347,0.855397148676171,0.936535162950257,0.925423728813559,0.93728813559322,0.758928571428571,0.825242718446602,0.719072972126527,0.786610878661088,0.846846846846847,0.723423423423423,0.864244741873805,0.888015717092338,0.854155850089509
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163,8, low_bits_3, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.72881356 0.81355932 0.75847458 0.75       0.76271186],0.849872773536896,0.862595419847328,0.804170905391658,0.77257525083612,0.783050847457627,0.769491525423729,0.845144356955381,0.825641025641026,0.849689199689199,0.860824742268041,0.865284974093264,0.862642487046632,0.804071246819338,0.807770961145194,0.804189124297293
ensemble_model_v2_N8_B192_E200_nb_zones_10_lab_svd,8,192,200, zones, lab, svd,1542,514,514,0.6,0.2,0.2, [0.87419355 0.82467532 0.84090909 0.86363636 0.83766234],0.779376498800959,0.817745803357314,0.868686868686869,0.909319899244332,0.936446173800259,0.906614785992218,0.794642857142857,0.843601895734597,0.778597064372153,0.821596244131455,0.849514563106796,0.818122210463351,0.873273761169781,0.904882154882155,0.868686868686869
svm_model_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166,6, lab, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.59302326 0.51162791 0.56470588 0.53529412 0.50588235],0.545774647887324,0.535211267605634,0.554852320675106,0.579185520361991,0.599531615925058,0.56440281030445,0.523985239852399,0.496503496503497,0.54612408867728,0.518248175182482,0.522058823529412,0.534678060413355,0.55703289013296,0.563739376770538,0.554914381122699
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166,4, low_bits_3, svd,618,206,206,0.6,0.2,0.2, [0.87096774 0.76612903 0.75       0.7983871  0.73770492],0.742718446601942,0.771844660194175,0.825242718446602,0.872204472843451,0.883495145631068,0.870550161812298,0.730964467005076,0.712871287128713,0.742149929278642,0.781395348837209,0.763636363636364,0.772443181818182,0.826589595375723,0.825,0.825245098039215
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.74509804 0.80718954 0.7745098  0.76470588 0.76315789],0.672169811320755,0.679245283018868,0.819023569023569,0.898493778650949,0.897905759162303,0.898560209424084,0.71340206185567,0.800925925925926,0.669693732193732,0.711864406779661,0.807692307692308,0.681623931623932,0.826892109500805,0.864478114478115,0.819023569023569
svm_model_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200,8, low_bits_5, svdne,1080,360,360,0.6,0.2,0.2, [0.72222222 0.72222222 0.75462963 0.75       0.72685185],0.711111111111111,0.752777777777778,0.735555555555556,0.756244616709733,0.812962962962963,0.737962962962963,0.73469387755102,0.818181818181818,0.713438735177866,0.776942355889724,0.861111111111111,0.752777777777778,0.756147540983606,0.823660714285714,0.735945401390645
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163,6, low_bits_2, svdne,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.78651685 0.81460674 0.86363636 0.81818182 0.83522727],0.76530612244898,0.795918367346939,0.83695652173913,0.877887788778878,0.902714932126697,0.874434389140271,0.767676767676768,0.754966887417219,0.765595331820497,0.784172661870504,0.789855072463768,0.79556856187291,0.838274932614555,0.850889192886457,0.837050534364956
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.925      0.89166667 0.95       0.925      0.88135593],0.658291457286432,0.693467336683417,0.849397590361446,0.964102564102564,0.94314381270903,0.964882943143813,0.706896551724138,0.836734693877551,0.660941604364518,0.753036437246964,0.902912621359223,0.685831310679612,0.859022556390977,0.914,0.849137096774194
ensemble_model_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163,8, lab, svdne,1164,388,388,0.6,0.2,0.2, [0.87606838 0.89316239 0.9137931  0.86637931 0.8362069 ],0.878865979381443,0.858247422680412,0.911340206185567,0.940374787052811,0.948453608247423,0.939862542955326,0.877284595300261,0.898395721925134,0.879546119669034,0.862155388471178,0.864321608040201,0.858086729946026,0.912065439672802,0.921487603305785,0.91136108560351
svm_model_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120,12, lab, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.69889503 0.74309392 0.71111111 0.71666667 0.675     ],0.657342657342657,0.664335664335664,0.723484848484848,0.771583621114948,0.866962305986696,0.743348115299335,0.697530864197531,0.779310344827586,0.655612619222304,0.688311688311688,0.75177304964539,0.665541697236488,0.752914629559985,0.842592592592593,0.723484848484849
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163,6, low_bits_4, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.80113636 0.86363636 0.75       0.84090909 0.8125    ],0.658703071672355,0.675767918088737,0.866984993178717,1,1,1,0.691358024691358,0.772413793103448,0.659855545200373,0.700315457413249,0.81021897810219,0.683955642897249,0.871794871794872,0.918282548476454,0.867743424775862
svm_model_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152,12, low_bits_4, svdne,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.73976608 0.75294118 0.76176471 0.72058824 0.77058824],0.602373887240356,0.611275964391691,0.713383838383838,0.781512605042017,0.874265569917744,0.755581668625147,0.641711229946524,0.714285714285714,0.602704987320372,0.657963446475196,0.745562130177515,0.610876303183996,0.744081172491545,0.833333333333333,0.713383838383838
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.51689189 0.5472973  0.51689189 0.53716216 0.51360544],0.485523385300668,0.525612472160356,0.80976430976431,0.994587280108254,0.994587280108254,0.994587280108254,0.4945295404814,0.51131221719457,0.485919266492022,0.521348314606742,0.508771929824561,0.525879177581964,0.810084033613445,0.811447811447811,0.80976430976431
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.53623188 0.56521739 0.62318841 0.50735294 0.55147059],0.535087719298246,0.469298245614035,0.793345008756567,0.986975397973951,0.994169096209913,0.986880466472303,0.504672897196262,0.504672897196262,0.533328184135321,0.48068669527897,0.48695652173913,0.469141977683725,0.792618629173989,0.798230088495575,0.793395806812779
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154,12, low_bits_5, svdne,1800,600,600,0.6,0.2,0.2, [0.78055556 0.79722222 0.775      0.78333333 0.8       ],0.875,0.847222222222222,0.884259259259259,0.891606448026681,0.891111111111111,0.891666666666667,0.873239436619718,0.849315068493151,0.875361759598688,0.838235294117647,0.802816901408451,0.84661393015628,0.883227176220807,0.875420875420875,0.884259259259259
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166,4, low_bits_3, svd,612,204,204,0.6,0.2,0.2, [0.82258065 0.8442623  0.8852459  0.83606557 0.8442623 ],0.774509803921569,0.794117647058823,0.887254901960784,0.956937799043062,0.980392156862745,0.955882352941176,0.798245614035088,0.858490566037736,0.771082017712746,0.833333333333333,0.882352941176471,0.776470588235294,0.896115627822945,0.934086629001883,0.885243723498897
svm_model_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120,10, low_bits_5, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.87241379 0.88965517 0.89310345 0.88965517 0.90344828],0.673866090712743,0.708423326133909,0.842592592592593,0.938375350140056,0.924137931034483,0.939310344827586,0.700990099009901,0.77292576419214,0.674924420557608,0.734774066797642,0.799145299145299,0.707432911581383,0.846846846846847,0.87037037037037,0.842592592592593
svm_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdne,26,137,163,4, low_bits_4_shifted_2, svdne,530,176,176,0.600907029478458,0.199546485260771,0.199546485260771, [0.91509434 0.83962264 0.83018868 0.86792453 0.89622642],0.727272727272727,0.6875,0.8140589569161,0.89009009009009,0.932075471698113,0.884905660377359,0.710843373493976,0.786666666666667,0.734917491749175,0.720812182741117,0.731958762886598,0.682435077645831,0.821350762527233,0.862700228832952,0.814496181832206
svm_model_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154,12, low_bits_3, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.7295082  0.80601093 0.77322404 0.76775956 0.79120879],0.832116788321168,0.846715328467153,0.805555555555556,0.803364879074658,0.835886214442013,0.795404814004376,0.834532374100719,0.816901408450704,0.832693128467776,0.846715328467153,0.878787878787879,0.847844643619291,0.811735941320293,0.838383838383838,0.805555555555555
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_6_svdne,8,146,154, zones, low_bits_6, svdne,1740,580,580,0.6,0.2,0.2, [0.82471264 0.81034483 0.77873563 0.80747126 0.83333333],0.779874213836478,0.833333333333333,0.882575757575757,0.911060433295325,0.918390804597701,0.910344827586207,0.790419161676647,0.851612903225806,0.781634672471799,0.843657817109145,0.877300613496933,0.83219869384524,0.88504326328801,0.904040404040404,0.882575757575757
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163,4, low_bits_5, svdn,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.55172414 0.57758621 0.55263158 0.55263158 0.56140351],0.518324607329843,0.492146596858639,0.570083682008368,0.681948424068768,0.829268292682927,0.613240418118467,0.606837606837607,0.724489795918367,0.512782532367786,0.597510373443983,0.712871287128713,0.478657865786579,0.649616368286445,0.783950617283951,0.566443393748358
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svd,4,196,200,12, low_bits_4_shifted_2, svd,1758,586,586,0.6,0.2,0.2, [0.72727273 0.65909091 0.72727273 0.75284091 0.7       ],0.760517799352751,0.786407766990291,0.837962962962963,0.85895221646517,0.848691695108077,0.860637087599545,0.71969696969697,0.678571428571429,0.753486897717667,0.787096774193548,0.72189349112426,0.793089602704987,0.833405452185201,0.810606060606061,0.837962962962963
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svdne,8,192,200,10, low_bits_4_shifted_2, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.77483444 0.73509934 0.73509934 0.67880795 0.77152318],0.759815242494226,0.782909930715935,0.757154882154882,0.755326016785022,0.774834437086093,0.749006622516556,0.745098039215686,0.678571428571429,0.762730690362269,0.748663101604278,0.669856459330144,0.7791246582365,0.752466752466752,0.738215488215488,0.757154882154882
svm_model_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163,4, low_bits_6, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.82258065 0.87903226 0.82258065 0.85245902 0.90163934],0.829268292682927,0.770731707317073,0.835282651072125,0.853288364249578,0.821428571428571,0.858766233766234,0.829268292682927,0.80188679245283,0.830236325519344,0.768472906403941,0.742857142857143,0.771428571428571,0.831168831168831,0.801541425818882,0.835681955512992
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.8253012  0.77108434 0.7195122  0.7195122  0.7195122 ],0.777372262773723,0.821167883211679,0.852769679300292,0.891764705882353,0.919902912621359,0.888349514563107,0.756972111553785,0.698529411764706,0.776800937766411,0.817843866171004,0.785714285714286,0.821961620469083,0.852554744525548,0.848837209302326,0.852781177750578
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,1410,470,470,0.6,0.2,0.2, [0.47163121 0.5035461  0.4929078  0.44680851 0.5212766 ],0.5,0.480851063829787,0.792765957446809,0.994350282485875,0.998581560283688,0.994326241134752,0.49244060475162,0.5,0.5,0.460176991150442,0.426229508196721,0.483026258523139,0.791076791076791,0.783347493627868,0.792782016208648
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdne,40,80,120,10, low_bits_4_shifted_2, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.89930556 0.89583333 0.93402778 0.90972222 0.8986014 ],0.729211087420043,0.735607675906183,0.875841750841751,0.969187675070028,0.962447844228095,0.969401947148818,0.771992818671454,0.911016949152542,0.728040663417473,0.772893772893773,0.905579399141631,0.736688004655561,0.883445278546029,0.941077441077441,0.875841750841751
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdne,26,137,163,4, low_bits_4_shifted_2, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.8559322  0.88983051 0.83050847 0.8220339  0.8559322 ],0.75,0.744897959183674,0.861507128309572,0.934973637961336,0.901694915254237,0.93728813559322,0.72,0.707865168539326,0.746455948755644,0.742268041237113,0.757894736842105,0.745284002084419,0.85501066098081,0.837160751565762,0.860926300236161
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svd,40,80,120, zones, low_bits_2, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.82513661 0.82240437 0.84153005 0.86065574 0.86813187],0.737226277372263,0.740875912408759,0.869107744107744,0.911392405063291,0.945295404814004,0.908096280087527,0.741007194244604,0.762962962962963,0.737596589395151,0.743682310469314,0.741007194244604,0.740873967492672,0.873113015095879,0.900673400673401,0.869107744107744
svm_model_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200,4, low_bits_6, svd,648,216,216,0.6,0.2,0.2, [0.79230769 0.78461538 0.69230769 0.81538462 0.7890625 ],0.759259259259259,0.740740740740741,0.777777777777778,0.787781350482315,0.756172839506173,0.796296296296296,0.75,0.722222222222222,0.759259259259259,0.72,0.679245283018868,0.739622641509434,0.766990291262136,0.734200743494424,0.777616976913263
ensemble_model_v2_N26_B137_E163_nb_zones_8_lab_svdne,26,137,163, zones, lab, svdne,1116,372,372,0.6,0.2,0.2, [0.87946429 0.92410714 0.90178571 0.92342342 0.92342342],0.846774193548387,0.854838709677419,0.915591397849462,0.959860383944154,0.985663082437276,0.958781362007168,0.870159453302961,0.922705314009662,0.837110232762407,0.854838709677419,0.903409090909091,0.857316790352505,0.919775166070516,0.956429330499469,0.915102586903706
ensemble_model_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166,6, lab, svdn,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.48863636 0.54545455 0.57386364 0.48295455 0.56321839],0.575342465753425,0.5,0.815321477428181,1,1,1,0.592105263157895,0.666666666666667,0.581740976645435,0.557575757575758,0.605263157894737,0.495488721804511,0.821428571428571,0.855371900826446,0.815593559108875
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.86231884 0.82352941 0.83088235 0.875      0.80882353],0.770925110132159,0.837004405286343,0.878521126760563,0.928467153284671,0.932551319648094,0.928152492668622,0.788617886178862,0.801652892561983,0.768750974582879,0.838427947598253,0.82051282051282,0.837529137529137,0.881034482758621,0.882556131260794,0.878441440854814
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200,8, low_bits_5, svdne,1242,414,414,0.6,0.2,0.2, [0.708      0.71370968 0.70967742 0.68548387 0.72580645],0.705314009661836,0.727053140096618,0.86280193236715,0.960831334932054,0.967793880837359,0.960547504025765,0.726457399103139,0.794117647058823,0.706582633053221,0.734117647058823,0.787878787878788,0.729587542087542,0.866163996229972,0.898338220918866,0.863209225072614
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,936,312,312,0.6,0.2,0.2, [0.78723404 0.78191489 0.80319149 0.79569892 0.74731183],0.71474358974359,0.689102564102564,0.848717948717949,0.946004319654428,0.935897435897436,0.946581196581197,0.711974110032362,0.733333333333333,0.715432098765432,0.695924764890282,0.755102040816326,0.692702535559678,0.848133848133848,0.861437908496732,0.848957947959058
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163,8, low_bits_3, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.81696429 0.79910714 0.83928571 0.8125     0.83928571],0.801608579088472,0.806970509383378,0.853161843515541,0.889655172413793,0.921428571428571,0.885714285714286,0.809278350515464,0.839572192513369,0.801506526364211,0.80952380952381,0.801047120418848,0.807116966802831,0.857736240913811,0.880597014925373,0.853014024704066
ensemble_model_N4_B196_E200_nb_zones_12_lab_svd,4,196,200,12, lab, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.8150289  0.84104046 0.80924855 0.80523256 0.83139535],0.861538461538462,0.8,0.857744107744108,0.870307167235495,0.886442641946698,0.867902665121668,0.852459016393443,0.822784810126582,0.860494201470477,0.790996784565916,0.736526946107784,0.801807776851361,0.857624262847515,0.856902356902357,0.857744107744108
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163,4, low_bits_6, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.90517241 0.90517241 0.89655172 0.87068966 0.92982456],0.723958333333333,0.828125,0.882536382536383,0.954003407155026,0.968858131487889,0.953287197231834,0.71957671957672,0.755555555555556,0.725816993464052,0.834170854271357,0.89247311827957,0.830074942978169,0.884102564102564,0.913135593220339,0.883098408855068
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.84246575 0.81506849 0.85958904 0.8869863  0.8390411 ],0.796943231441048,0.781659388646288,0.893518518518519,0.958448753462604,0.947945205479452,0.958904109589041,0.774818401937046,0.717488789237668,0.794914607384791,0.773755656108597,0.727659574468085,0.783112298444805,0.889952153110048,0.861111111111111,0.893518518518519
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163,4, low_bits_5, svdn,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.46969697 0.41666667 0.43181818 0.46212121 0.51538462],0.520547945205479,0.502283105022831,0.804744525547445,1,1,1,0.492753623188406,0.490384615384615,0.519105351170569,0.528138528138528,0.554545454545455,0.502043369474562,0.804744525547445,0.812154696132597,0.804811525281488
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120,12, low_bits_3, svdn,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.64673913 0.62771739 0.66120219 0.57377049 0.63661202],0.634686346863469,0.619926199261993,0.636363636363636,0.658410732714138,0.695747001090513,0.639040348964013,0.65017667844523,0.707692307692308,0.637534097108565,0.66006600660066,0.709219858156028,0.616148390616476,0.657686212361331,0.698653198653199,0.636363636363636
svm_model_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152,12, low_bits_3, svdne,1836,612,612,0.6,0.2,0.2, [0.78532609 0.79891304 0.79619565 0.79234973 0.81967213],0.822222222222222,0.748148148148148,0.800505050505051,0.808760683760684,0.824618736383442,0.805010893246187,0.843137254901961,0.865771812080537,0.817183426701426,0.736434108527132,0.785123966942149,0.751622386155638,0.805418719211822,0.825757575757576,0.800505050505051
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,1422,474,474,0.6,0.2,0.2, [0.95454545 0.95422535 0.92605634 0.92253521 0.92957746],0.827004219409283,0.829113924050633,0.920253164556962,0.981507823613087,0.970464135021097,0.981715893108298,0.834677419354839,0.877118644067797,0.827214784218772,0.832298136645963,0.851694915254237,0.829208802164934,0.920754716981132,0.92814877430262,0.920266468027469
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158,10, low_bits_6, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.5        0.53691275 0.49328859 0.56040268 0.52684564],0.542986425339366,0.481900452488688,0.817760942760943,0.998657718120805,0.997319034852547,0.998659517426274,0.564655172413793,0.598173515981735,0.543481376824948,0.523908523908524,0.565022421524664,0.481141347748633,0.82217659137577,0.842592592592593,0.817760942760943
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200,4, low_bits_6, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.82307692 0.86153846 0.76923077 0.84375    0.859375  ],0.786046511627907,0.758139534883721,0.821561338289963,0.855828220858895,0.863777089783282,0.854489164086687,0.809917355371901,0.924528301886792,0.787952224337892,0.775862068965517,0.76271186440678,0.757644591997204,0.829484902309059,0.853747714808044,0.821013743982472
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_4_shifted_2_svdne,26,137,163, zones, low_bits_4_shifted_2, svdne,666,222,222,0.6,0.2,0.2, [0.8880597  0.88059701 0.8358209  0.86363636 0.91666667],0.68018018018018,0.626126126126126,0.840540540540541,0.965098634294385,0.954954954954955,0.965465465465465,0.73992673992674,0.841666666666667,0.66593137254902,0.67704280155642,0.836538461538462,0.638608213820078,0.851135407905803,0.908438061041293,0.840294979887735
svm_model_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200,10, lab, svdne,1452,484,484,0.6,0.2,0.2, [0.8390411  0.85862069 0.86206897 0.83103448 0.86551724],0.863636363636364,0.846320346320346,0.854377104377104,0.861979166666667,0.911845730027548,0.853994490358127,0.873239436619718,0.900414937759336,0.861972174762021,0.848614072494669,0.900452488687783,0.848566493306547,0.861710631494804,0.907407407407407,0.854377104377104
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166,4, low_bits_3, svdn,534,178,178,0.6,0.2,0.2, [0.52777778 0.63888889 0.59433962 0.51886792 0.51886792],0.578651685393258,0.617977528089888,0.582022471910112,0.623973727422003,0.711610486891386,0.571161048689139,0.619289340101523,0.726190476190476,0.586499493414387,0.673076923076923,0.74468085106383,0.610435663627153,0.633136094674556,0.721348314606742,0.582022471910112
svm_model_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154,12, low_bits_2, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.80965909 0.80681818 0.80857143 0.78285714 0.79714286],0.707395498392283,0.7491961414791,0.783249158249158,0.804298642533937,0.810718358038769,0.802736602052451,0.659176029962547,0.564102564102564,0.707857733664185,0.697674418604651,0.580645161290323,0.748655913978495,0.775403401657218,0.748316498316498,0.783249158249158
svm_model_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200,10, low_bits_6, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.78289474 0.79934211 0.76973684 0.76644737 0.79276316],0.682242990654206,0.679906542056075,0.750841750841751,0.802476780185759,0.852631578947368,0.790131578947368,0.715481171548117,0.799065420560748,0.682242990654206,0.710359408033827,0.785046728971963,0.679906542056075,0.769290724863601,0.830808080808081,0.750841750841751
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.85714286 0.78225806 0.77419355 0.83064516 0.86290323],0.797101449275362,0.768115942028985,0.887065637065637,0.955810147299509,0.938906752411576,0.956591639871383,0.796116504854369,0.745454545454545,0.800562324273665,0.74468085106383,0.673076923076923,0.768577296489918,0.883582089552239,0.845714285714286,0.887632093933464
svm_model_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158,12, lab, svdn,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.51086957 0.54076087 0.51902174 0.53532609 0.58423913],0.541044776119403,0.473880597014925,0.539983164983165,0.513782991202346,0.476086956521739,0.54945652173913,0.532319391634981,0.534351145038168,0.54089820025631,0.475836431226766,0.467153284671533,0.474034657602942,0.511399195350916,0.481481481481482,0.539983164983165
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.77692308 0.8        0.75384615 0.80769231 0.83846154],0.736111111111111,0.717592592592593,0.871534195933457,0.968229954614221,0.984615384615385,0.967692307692308,0.761506276150628,0.81981981981982,0.733719433719434,0.738197424892704,0.761061946902655,0.715482429762007,0.877316857899382,0.90528233151184,0.871027657313143
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.58333333 0.5        0.51694915 0.60169492 0.5       ],0.517766497461929,0.451776649746193,0.77789046653144,0.973244147157191,0.983108108108108,0.972972972972973,0.577777777777778,0.575221238938053,0.507848714707122,0.406593406593407,0.451219512195122,0.4516967126193,0.782089552238806,0.80040733197556,0.777981443765558
svm_model_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158,10, low_bits_3, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.82781457 0.82781457 0.79666667 0.80666667 0.83333333],0.788990825688073,0.759174311926605,0.808922558922559,0.833656957928802,0.856382978723404,0.829122340425532,0.792792792792793,0.807339449541284,0.788990825688073,0.769230769230769,0.802752293577982,0.759174311926605,0.814238952536825,0.837542087542088,0.808922558922559
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120,12, low_bits_4, svd,1704,568,568,0.6,0.2,0.2, [0.80701754 0.84210526 0.81764706 0.78823529 0.78235294],0.616071428571429,0.595238095238095,0.822811447811448,0.908018867924528,0.903755868544601,0.908450704225352,0.644628099173554,0.70059880239521,0.616571590546717,0.647668393782383,0.739644970414201,0.594373383410693,0.827811860940695,0.851851851851852,0.822811447811448
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163,6, low_bits_4, svdn,786,262,262,0.6,0.2,0.2, [0.55696203 0.65189873 0.63291139 0.57692308 0.62820513],0.564885496183206,0.541984732824427,0.594656488549618,0.660571428571429,0.735368956743003,0.622137404580153,0.589928057553957,0.616541353383459,0.564084630180101,0.558823529411765,0.612903225806452,0.545582047685834,0.627368421052632,0.687692307692308,0.595361305361305
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svdn,8,146,154, zones, low_bits_4, svdn,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.47326203 0.51336898 0.51069519 0.53208556 0.4811828 ],0.503937007874016,0.531496062992126,0.890151515151515,0.991434689507495,0.991434689507495,0.991434689507495,0.515384615384615,0.531746031746032,0.504154265873016,0.544061302681992,0.5546875,0.531312003968254,0.890749267475931,0.895622895622896,0.890151515151515
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svdne,8,192,200,10, low_bits_4_shifted_2, svdne,1440,480,480,0.6,0.2,0.2, [0.70833333 0.77430556 0.76041667 0.73958333 0.77777778],0.75,0.730769230769231,0.822811447811448,0.873579545454546,0.854166666666667,0.876388888888889,0.772815533980582,0.865217391304348,0.751936426744611,0.768382352941176,0.878151260504202,0.72820606503471,0.829347385488447,0.861111111111111,0.822811447811448
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.70588235 0.75210084 0.77731092 0.75       0.76694915],0.706329113924051,0.69620253164557,0.826417004048583,0.911788953009068,0.932546374367622,0.909780775716695,0.707070707070707,0.765027322404371,0.710343849881431,0.716981132075472,0.741463414634146,0.694415917843389,0.831283817019183,0.861365953109072,0.826662876052024
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svdn,32,134,166, zones, lab, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.56179775 0.61797753 0.61235955 0.58522727 0.60795455],0.542372881355932,0.477966101694915,0.774390243902439,0.951002227171492,0.963882618510158,0.950338600451467,0.574132492113565,0.619047619047619,0.542631917631918,0.533333333333333,0.57516339869281,0.474201417656264,0.784466019417476,0.815612382234186,0.774109056055701
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166,4, low_bits_3, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.59166667 0.61666667 0.58333333 0.575      0.61864407],0.603015075376884,0.597989949748744,0.839357429718875,0.998324958123953,0.996655518394649,0.998327759197324,0.558659217877095,0.555555555555556,0.59887869520897,0.62962962962963,0.623853211009174,0.59525993883792,0.838709677419355,0.835341365461847,0.839357429718875
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152,12, low_bits_2, svd,1806,602,602,0.6,0.2,0.2, [0.80939227 0.78176796 0.77348066 0.79722222 0.71944444],0.856140350877193,0.810526315789474,0.827441077441077,0.825097168239867,0.82281284606866,0.825581395348837,0.84981684981685,0.852941176470588,0.856000789577576,0.811188811188811,0.778523489932886,0.812055862613502,0.826271186440678,0.820707070707071,0.827441077441077
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_2_svdne,32,84,116, zones, low_bits_2, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.82880435 0.85597826 0.80327869 0.81420765 0.80327869],0.904059040590406,0.874538745387454,0.882575757575757,0.884554559831313,0.914940021810251,0.880588876772083,0.907142857142857,0.894366197183099,0.90454743967682,0.872180451127819,0.89922480620155,0.875668741128944,0.885796152271797,0.910774410774411,0.882575757575757
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163,8, low_bits_2, svd,1230,410,410,0.6,0.2,0.2, [0.81300813 0.85365854 0.82520325 0.80894309 0.81300813],0.778048780487805,0.775609756097561,0.80780487804878,0.833201581027668,0.856910569105691,0.828455284552846,0.787878787878788,0.800947867298578,0.777358355759842,0.77,0.773869346733668,0.775560265783896,0.811843361986628,0.829268292682927,0.80780487804878
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svd,16,142,158,12, low_bits_4_shifted_2, svd,1794,598,598,0.6,0.2,0.2, [0.83333333 0.81666667 0.84357542 0.8603352  0.82402235],0.652920962199313,0.707903780068729,0.843434343434343,0.89689578713969,0.901895206243032,0.896321070234114,0.67524115755627,0.74468085106383,0.655673758865248,0.740061162079511,0.806666666666666,0.704751773049645,0.847665847665848,0.871212121212121,0.843434343434343
svm_model_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163,4, low_bits_5, svdne,688,229,229,0.600349040139616,0.199825479930192,0.199825479930192, [0.86231884 0.91304348 0.89130435 0.89130435 0.90441176],0.703056768558952,0.759825327510917,0.848167539267016,0.921417565485362,0.869186046511628,0.925872093023256,0.736434108527132,0.798319327731092,0.699159663865546,0.767932489451477,0.81981981981982,0.761604825164147,0.847902097902098,0.844947735191638,0.84817316829512
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_5_svdne,8,146,154, zones, low_bits_5, svdne,1776,592,592,0.6,0.2,0.2, [0.80617978 0.81179775 0.81460674 0.79378531 0.81638418],0.76,0.73,0.888888888888889,0.937394247038917,0.935810810810811,0.9375,0.784431137724551,0.850649350649351,0.757516456146593,0.746081504702194,0.815068493150685,0.732209571250667,0.891178895300907,0.90993265993266,0.888888888888889
svm_model_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200,4, low_bits_6, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.83050847 0.78813559 0.83898305 0.84745763 0.86440678],0.729591836734694,0.744897959183674,0.804480651731161,0.851913477537438,0.867796610169492,0.849152542372881,0.741463414634146,0.883720930232558,0.746405919661733,0.789915966386555,0.854545454545455,0.729598308668076,0.816091954022988,0.867617107942973,0.804480651731161
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svd,26,137,163,6, low_bits_4_shifted_2, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.81958763 0.79381443 0.8125     0.81770833 0.78645833],0.688473520249221,0.775700934579439,0.839975093399751,0.908896034297964,0.879668049792531,0.911825726141079,0.709302325581395,0.787096774193548,0.691741158181111,0.766233766233766,0.802721088435374,0.777797325826882,0.837854889589906,0.846938775510204,0.840136054421769
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163,6, low_bits_6, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.89444444 0.88202247 0.91011236 0.89325843 0.92696629],0.757575757575758,0.727272727272727,0.849932705248991,0.922222222222222,0.930493273542601,0.92152466367713,0.796610169491525,0.965753424657534,0.761022407693006,0.7828418230563,0.929936305732484,0.714968152866242,0.862937922556853,0.937249666221629,0.849221848036188
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158,10, low_bits_4, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.53311258 0.53642384 0.52649007 0.51324503 0.54304636],0.501154734411086,0.510392609699769,0.522727272727273,0.58953488372093,0.671523178807947,0.532450331125828,0.548117154811716,0.606481481481482,0.50139742276839,0.592307692307692,0.709677419354839,0.509931302270012,0.582781456953642,0.666666666666667,0.522727272727273
svm_model_N26_B137_E163_nb_zones_10_lab_svd,26,137,163,10, lab, svd,1350,450,450,0.6,0.2,0.2, [0.87407407 0.87777778 0.85185185 0.9037037  0.88518519],0.86,0.84,0.888,0.916129032258064,0.946666666666667,0.913333333333333,0.862745098039216,0.895927601809955,0.860627556363493,0.846153846153846,0.868421052631579,0.839615931721195,0.891472868217054,0.920818505338078,0.888029146097103
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.82644628 0.80416667 0.79166667 0.79166667 0.8375    ],0.78,0.7825,0.844655344655344,0.888157894736842,0.898502495840266,0.886855241264559,0.777777777777778,0.841530054644809,0.784820326861575,0.801822323462415,0.834123222748815,0.77949547380827,0.848366650414432,0.874371859296482,0.8448324043255
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152,12, low_bits_4, svdne,1770,590,590,0.6,0.2,0.2, [0.74576271 0.71468927 0.73446328 0.68644068 0.73163842],0.6996699669967,0.729372937293729,0.80976430976431,0.847790507364975,0.877966101694915,0.842372881355932,0.737752161383285,0.864864864864865,0.703400174367916,0.768361581920904,0.87741935483871,0.725871839581517,0.821625887924231,0.876262626262626,0.80976430976431
svm_model_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158,10, low_bits_2, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.81972789 0.78911565 0.82993197 0.76190476 0.81506849],0.775330396475771,0.762114537444934,0.837121212121212,0.880968392737054,0.892370572207084,0.879427792915531,0.8,0.839506172839506,0.770463986893687,0.771186440677966,0.862559241706161,0.768728180523863,0.843256379100851,0.876262626262626,0.837121212121212
svm_model_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200,4, low_bits_5, svd,534,178,178,0.6,0.2,0.2, [0.77777778 0.82407407 0.77358491 0.8490566  0.83962264],0.741573033707865,0.691011235955056,0.775280898876405,0.81767955801105,0.831460674157303,0.814606741573034,0.732558139534884,0.7,0.742045454545454,0.625850340136054,0.541176470588235,0.684566729917773,0.767981438515081,0.748868778280543,0.775104031997414
ensemble_model_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120,10, low_bits_5, svdne,1422,474,474,0.6,0.2,0.2, [0.83916084 0.87676056 0.87676056 0.88380282 0.87676056],0.675105485232067,0.670886075949367,0.851898734177215,0.970942593905032,0.963431786216596,0.971167369901547,0.716911764705882,0.805785123966942,0.672289113707609,0.701149425287356,0.778723404255319,0.671788480370337,0.85829632620105,0.894781144781145,0.851789895571621
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166,4, low_bits_2, svd,528,176,176,0.6,0.2,0.2, [0.80188679 0.79245283 0.75471698 0.80188679 0.75961538],0.778409090909091,0.767045454545455,0.795454545454545,0.82078853046595,0.867424242424242,0.810606060606061,0.807881773399015,0.953488372093023,0.782299741602067,0.785340314136126,0.872093023255814,0.76937984496124,0.810924369747899,0.885321100917431,0.796264154062319
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,576,192,192,0.6,0.2,0.2, [0.54310345 0.69827586 0.63793103 0.63157895 0.63157895],0.59375,0.567708333333333,0.808333333333333,0.960413080895008,0.96875,0.960069444444444,0.597938144329897,0.674418604651163,0.601360245721808,0.621004566210046,0.68,0.562826086956522,0.814889336016097,0.854430379746835,0.808902432671772
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200,4, low_bits_6, svdne,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.78181818 0.65454545 0.68181818 0.7        0.62037037],0.758241758241758,0.802197802197802,0.87609649122807,0.941176470588235,0.963503649635036,0.93978102189781,0.75,0.857142857142857,0.771428571428571,0.783132530120482,0.773809523809524,0.800170068027211,0.874861572535991,0.908045977011494,0.87750307236319
ensemble_model_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163,4, low_bits_5, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.890625   0.890625   0.87301587 0.9047619  0.91269841],0.777251184834123,0.815165876777251,0.908143939393939,0.982511923688394,0.974763406940063,0.982649842271294,0.794759825327511,0.883495145631068,0.779710535778497,0.829694323144105,0.904761904761905,0.815588499550764,0.910763569457222,0.942857142857143,0.908340059187517
ensemble_model_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200,10, lab, svdne,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [0.80935252 0.83093525 0.84892086 0.85611511 0.84057971],0.857142857142857,0.880952380952381,0.877162629757785,0.886569241475296,0.917867435158501,0.882564841498559,0.853982300884956,0.839130434782609,0.857065217391304,0.88517745302714,0.890756302521008,0.880646008403361,0.880067567567567,0.896729776247848,0.877060540297837
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svdn,32,84,116, zones, low_bits_4, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.56534091 0.56534091 0.56       0.57142857 0.55428571],0.54983922829582,0.562700964630225,0.841329966329966,0.942840973401245,0.949828962371722,0.942417331812999,0.567901234567901,0.585987261146497,0.549487137066755,0.577639751552795,0.603896103896104,0.563094548763339,0.843762950683796,0.856902356902357,0.841329966329966
svm_model_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166,6, lab, svdne,882,294,294,0.6,0.2,0.2, [0.86516854 0.86931818 0.90340909 0.90909091 0.89772727],0.836734693877551,0.870748299319728,0.887074829931973,0.90632318501171,0.877551020408163,0.909297052154195,0.845161290322581,0.891156462585034,0.836734693877551,0.867132867132867,0.911764705882353,0.873603871928518,0.88551724137931,0.886740331491713,0.887069897649342
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_4_shifted_2_svdne,40,80,120, zones, low_bits_4_shifted_2, svdne,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.94604317 0.91666667 0.88405797 0.92028986 0.89492754],0.732608695652174,0.732608695652174,0.873153779322328,0.966325036603221,0.955137481910275,0.96671490593343,0.771799628942486,0.838709677419355,0.723600121728545,0.745341614906832,0.857142857142857,0.742571428571429,0.877721943048576,0.912097476066144,0.873221331268111
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163,6, low_bits_4, svdn,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.52439024 0.5617284  0.4691358  0.50617284 0.55555556],0.555555555555556,0.525925925925926,0.816568047337278,1,1,1,0.565217391304348,0.582089552238806,0.555750658472344,0.518796992481203,0.503649635036496,0.526260907743812,0.816838995568685,0.816838995568685,0.816567645932491
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdn,32,84,116,12, low_bits_4_shifted_2, svdn,1854,618,618,0.6,0.2,0.2, [0.5188172  0.51344086 0.57837838 0.56486486 0.55405405],0.501915708812261,0.478927203065134,0.886363636363636,0.997837837837838,0.995685005393743,0.997842502696872,0.528985507246377,0.548872180451128,0.500998590225564,0.480916030534351,0.4921875,0.479176456766917,0.886934673366834,0.891414141414141,0.886363636363636
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154,12, low_bits_3, svdne,1776,592,592,0.6,0.2,0.2, [0.78932584 0.8005618  0.80898876 0.80225989 0.77118644],0.813333333333333,0.82,0.840488215488215,0.851134477033758,0.865990990990991,0.848536036036036,0.82716049382716,0.864516129032258,0.811568409343715,0.816326530612245,0.827586206896552,0.820244716351501,0.843711340206186,0.861111111111111,0.840488215488216
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200,4, low_bits_5, svd,570,190,190,0.6,0.2,0.2, [0.74561404 0.8245614  0.83333333 0.80701754 0.85964912],0.689473684210526,0.668421052631579,0.814736842105263,0.904929577464789,0.901754385964912,0.905263157894737,0.70935960591133,0.699029126213592,0.688595022876911,0.64804469273743,0.69047619047619,0.670709793351303,0.814736842105263,0.819915254237288,0.814769342599816
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.81132075 0.77358491 0.74038462 0.73076923 0.81730769],0.724137931034483,0.781609195402299,0.838302752293578,0.89402697495183,0.885496183206107,0.895038167938931,0.74468085106383,0.74468085106383,0.722340425531915,0.75,0.74025974025974,0.777346364975231,0.835855646100116,0.829099307159353,0.838239858591066
ensemble_model_v2_N26_B137_E163_nb_zones_4_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.88541667 0.86458333 0.88541667 0.92553191 0.79787234],0.79746835443038,0.778481012658228,0.906565656565657,0.985138004246284,0.974789915966386,0.985294117647059,0.813953488372093,0.769230769230769,0.802525832376579,0.790419161676647,0.776470588235294,0.778646253021757,0.908641975308642,0.888888888888889,0.907407407407407
svm_model_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166,4, low_bits_3, svdne,612,204,204,0.6,0.2,0.2, [0.84677419 0.82786885 0.81967213 0.81967213 0.77868852],0.794117647058823,0.779411764705882,0.816666666666667,0.84375,0.882352941176471,0.836601307189543,0.825,0.860869565217391,0.784367366878359,0.764397905759162,0.776595744680851,0.779206963249516,0.825396825396826,0.858252427184466,0.81625492646352
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166,4, low_bits_2, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.86507937 0.86290323 0.85483871 0.88709677 0.87096774],0.830917874396135,0.821256038647343,0.888030888030888,0.929032258064516,0.92604501607717,0.929260450160772,0.854771784232365,0.936363636363636,0.823851921274602,0.821256038647343,0.904255319148936,0.828233854264734,0.891385767790262,0.924271844660194,0.888239569163111
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svd,26,137,163,6, low_bits_4_shifted_2, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.83333333 0.80952381 0.80357143 0.77380952 0.78915663],0.838709677419355,0.795698924731183,0.863180515759312,0.894674556213018,0.902147971360382,0.893794749403341,0.839857651245552,0.797297297297297,0.841396740251702,0.77992277992278,0.701388888888889,0.798842592592593,0.862093862815885,0.839662447257384,0.863626844066648
ensemble_model_v2_N4_B196_E200_nb_zones_12_lab_svd,4,196,200, zones, lab, svd,1818,606,606,0.6,0.2,0.2, [0.83516484 0.84340659 0.87637363 0.82417582 0.83977901],0.738351254480287,0.770609318996416,0.858164983164983,0.892125134843581,0.90979097909791,0.88998899889989,0.715953307392996,0.652482269503546,0.739284613012643,0.762962962962963,0.746376811594203,0.770351526364477,0.858462830743385,0.86026936026936,0.858164983164983
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,476,158,158,0.601010101010101,0.19949494949495,0.19949494949495, [0.71875    0.6875     0.6875     0.78723404 0.74468085],0.734177215189873,0.69620253164557,0.867424242424242,0.968287526427061,0.96218487394958,0.968487394957983,0.771739130434783,0.835294117647059,0.725866236905721,0.739130434782609,0.871794871794872,0.698397435897436,0.875148632580261,0.917705735660848,0.866781256577227
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163,6, low_bits_6, svd,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.93298969 0.93814433 0.921875   0.890625   0.91666667],0.819314641744548,0.753894080996885,0.89041095890411,0.959752321981424,0.964730290456432,0.95954356846473,0.825301204819277,0.913333333333333,0.825087719298246,0.769679300291545,0.809815950920245,0.753009241282907,0.89294403892944,0.923270440251572,0.890735096821224
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_shifted_2_svdne,8,192,200, zones, low_bits_4_shifted_2, svdne,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.73943662 0.72535211 0.78873239 0.72887324 0.74295775],0.73784355179704,0.723044397463002,0.810650887573964,0.860649819494585,0.83943661971831,0.864084507042254,0.742738589211618,0.764957264957265,0.738127168043486,0.734279918864097,0.760504201680672,0.722805292329698,0.810169491525424,0.808798646362098,0.810649323181049
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116,12, low_bits_5, svdn,1818,606,606,0.6,0.2,0.2, [0.61813187 0.61263736 0.60989011 0.58791209 0.63812155],0.530465949820789,0.53405017921147,0.859848484848485,0.958904109589041,0.924092409240924,0.96039603960396,0.654353562005277,0.932330827067669,0.548357194355752,0.675,0.924657534246575,0.514960346070656,0.868431450019755,0.925084175084175,0.859848484848485
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158,10, low_bits_3, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.82191781 0.79452055 0.82876712 0.84137931 0.80344828],0.804347826086956,0.791304347826087,0.83459595959596,0.860229574611749,0.875,0.85782967032967,0.813278008298755,0.806584362139918,0.804213840056134,0.788546255506608,0.824884792626728,0.793100832527356,0.837401737691353,0.851851851851852,0.83459595959596
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200,10, low_bits_6, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.7875817  0.78289474 0.78289474 0.75328947 0.76315789],0.711943793911007,0.742388758782201,0.818181818181818,0.870019595035924,0.875164257555848,0.869250985545335,0.699266503667482,0.677725118483412,0.711547744426891,0.727722772277228,0.680555555555556,0.743121379673512,0.815699658703072,0.804713804713805,0.818181818181818
ensemble_model_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166,6, lab, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.90659341 0.87912088 0.9010989  0.85714286 0.89444444],0.867549668874172,0.860927152317881,0.906746031746032,0.933333333333333,0.909691629955947,0.935022026431718,0.873417721518987,0.884615384615385,0.866965226554268,0.848920863309353,0.825174825174825,0.859128293090557,0.904665314401623,0.888446215139442,0.906673700455097
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166,4, low_bits_3, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.81034483 0.79310345 0.84482759 0.8362069  0.85964912],0.744791666666667,0.786458333333333,0.840956340956341,0.889279437609842,0.875432525951557,0.891003460207612,0.776255707762557,0.86734693877551,0.742184107685627,0.768361581920904,0.883116883116883,0.802428006775833,0.841450777202073,0.875,0.842118473895582
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116,12, low_bits_6, svdn,1860,620,620,0.6,0.2,0.2, [0.60215054 0.57795699 0.54301075 0.58064516 0.57795699],0.569767441860465,0.581395348837209,0.903619528619529,0.994600431965443,0.990322580645161,0.994623655913978,0.584269662921348,0.6,0.56953125,0.581395348837209,0.5859375,0.581430288461538,0.903660075725705,0.904040404040404,0.903619528619528
svm_model_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200,6, low_bits_6, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.84831461 0.76404494 0.83146067 0.76136364 0.76136364],0.735593220338983,0.786440677966102,0.781842818428184,0.78879813302217,0.762979683972912,0.795711060948081,0.704545454545455,0.704545454545455,0.732640825432237,0.797427652733119,0.81578947368421,0.785517114464483,0.775139664804469,0.763411279229711,0.781572128266391
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158,10, low_bits_5, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.53311258 0.50331126 0.53666667 0.45333333 0.57333333],0.493119266055046,0.497706422018349,0.533249158249158,0.570878768441309,0.591755319148936,0.555186170212766,0.501128668171557,0.5260663507109,0.494144286466561,0.526997840172786,0.542222222222222,0.496229594523433,0.550101419878296,0.570707070707071,0.533249158249158
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,688,229,229,0.600349040139616,0.199825479930192,0.199825479930192, [0.76811594 0.7826087  0.73188406 0.73188406 0.79411765],0.759825327510917,0.794759825327511,0.857766143106457,0.912732474964235,0.927325581395349,0.911337209302326,0.769874476987448,0.828828828828829,0.761872041533058,0.814229249011858,0.88034188034188,0.792849511599512,0.863140218303946,0.898601398601399,0.857837284666553
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163,6, low_bits_5, svd,858,286,286,0.6,0.2,0.2, [0.86627907 0.86627907 0.84302326 0.8255814  0.86470588],0.772727272727273,0.751748251748252,0.867132867132867,0.935866983372922,0.918414918414918,0.937062937062937,0.792332268370607,0.837837837837838,0.770368194281238,0.764119601328904,0.839416058394161,0.755278498995738,0.869505494505494,0.886554621848739,0.867159992488615
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163,8, low_bits_2, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.78571429 0.76190476 0.78571429 0.79761905 0.772     ],0.821002386634845,0.840095465393795,0.836832061068702,0.84779299847793,0.885532591414944,0.841017488076312,0.82837528604119,0.85781990521327,0.820736875683558,0.837772397094431,0.831730769230769,0.840036000729129,0.841959334565619,0.869274809160305,0.836832061068702
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svd,4,196,200, zones, low_bits_4_shifted_2, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.70231214 0.69364162 0.69653179 0.72543353 0.74277457],0.730650154798762,0.724458204334365,0.821127946127946,0.856978747846065,0.86242774566474,0.85606936416185,0.671698113207547,0.552795031055901,0.730101219231654,0.683274021352313,0.592592592592593,0.724867724867725,0.814167031045037,0.783670033670034,0.821127946127946
svm_model_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200,4, low_bits_5, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.85833333 0.86440678 0.90677966 0.83050847 0.86440678],0.700507614213198,0.710659898477157,0.803245436105477,0.875,0.922297297297297,0.868243243243243,0.733031674208145,0.84375,0.704053217821782,0.72463768115942,0.862068965517241,0.726489028213166,0.815589353612167,0.895615866388309,0.805796098874628
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,882,294,294,0.6,0.2,0.2, [0.59550562 0.57954545 0.57386364 0.60227273 0.56818182],0.513605442176871,0.540816326530612,0.791156462585034,0.966932725199544,0.961451247165533,0.967120181405896,0.540192926045016,0.531645569620253,0.512146314221891,0.560260586319218,0.589041095890411,0.541142169566827,0.794648829431438,0.797315436241611,0.791071511224254
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svd,26,137,163, zones, low_bits_4_shifted_2, svd,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.88095238 0.86904762 0.91071429 0.8313253  0.89156627],0.694244604316547,0.755395683453237,0.86566091954023,0.959134615384615,0.954545454545455,0.95933014354067,0.726688102893891,0.779310344827586,0.690407052113041,0.763888888888889,0.82089552238806,0.757669983416252,0.86932215234102,0.892395982783357,0.865622451823333
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.73015873 0.73809524 0.82539683 0.84126984 0.78225806],0.717703349282297,0.641148325358852,0.848948374760994,0.961783439490446,0.961783439490446,0.961783439490446,0.751054852320675,0.81651376146789,0.713256880733945,0.686192468619247,0.811881188118812,0.646681334800147,0.856884057971014,0.902671755725191,0.848845456406657
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.90229885 0.90229885 0.90229885 0.90229885 0.88372093],0.72318339100346,0.799307958477509,0.889349930843707,0.9749430523918,0.986175115207373,0.974654377880184,0.731543624161074,0.746575342465753,0.722938020883227,0.79136690647482,0.769230769230769,0.79899894625922,0.889958734525447,0.894882434301521,0.889349930843707
ensemble_model_v2_N8_B192_E200_nb_zones_10_lab_svdne,8,192,200, zones, lab, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.84516129 0.82903226 0.84090909 0.85064935 0.82142857],0.819711538461538,0.834134615384615,0.880050505050505,0.913123844731978,0.959844559585492,0.908678756476684,0.823529411764706,0.806451612903226,0.820311233587291,0.823529411764706,0.809045226130653,0.833094041636755,0.883148831488315,0.906565656565657,0.880050505050505
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154,12, low_bits_2, svdne,1824,608,608,0.6,0.2,0.2, [0.78415301 0.75956284 0.79945055 0.8021978  0.82142857],0.797101449275362,0.782608695652174,0.846801346801347,0.863134657836645,0.857456140350877,0.864035087719298,0.795620437956204,0.778571428571429,0.797373949579832,0.761904761904762,0.705882352941176,0.781512605042017,0.844311377245509,0.830808080808081,0.846801346801347
svm_model_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200,10, low_bits_5, svd,1552,517,517,0.60015467904099,0.199922660479505,0.199922660479505, [0.75641026 0.77096774 0.74193548 0.75806452 0.73548387],0.716019417475728,0.703883495145631,0.740740740740741,0.763339610797238,0.783505154639175,0.757087628865979,0.763636363636364,0.891509433962264,0.710754716981132,0.743697478991597,0.885,0.709009433962264,0.759750390015601,0.81986531986532,0.740740740740741
ensemble_model_v2_N32_B134_E166_nb_zones_6_lab_svdne,32,134,166, zones, lab, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.84939759 0.93373494 0.86585366 0.8902439  0.89634146],0.890510948905109,0.875912408759124,0.92201166180758,0.948130277442702,0.953883495145631,0.947815533980582,0.9,0.950704225352113,0.888230900554844,0.888888888888889,0.971428571428571,0.873773987206823,0.925435540069686,0.956772334293948,0.921601506380012
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200,4, low_bits_5, svdne,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.73214286 0.83035714 0.80909091 0.86363636 0.8       ],0.739130434782609,0.695652173913043,0.835140997830803,0.914285714285714,0.924187725631769,0.913357400722022,0.739130434782609,0.80952380952381,0.744761904761905,0.72,0.818181818181818,0.700757575757576,0.838983050847458,0.88195991091314,0.836328792665872
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200,6, low_bits_6, svd,912,304,304,0.6,0.2,0.2, [0.8423913  0.81868132 0.84065934 0.86263736 0.82967033],0.766447368421053,0.756578947368421,0.842763157894737,0.893665158371041,0.866228070175439,0.896929824561403,0.773162939297124,0.812080536912752,0.767330591037021,0.764331210191083,0.821917808219178,0.759060169932374,0.841826604897419,0.846870838881491,0.842811232184569
svm_model_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154,12, low_bits_4, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.73224044 0.79234973 0.73497268 0.75956284 0.77472527],0.671532846715328,0.708029197080292,0.757575757575758,0.772676371780515,0.75492341356674,0.777899343544858,0.6875,0.755725190839695,0.675065392622644,0.727891156462585,0.748251748251748,0.706186942828164,0.756756756756757,0.754208754208754,0.757575757575758
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,1606,535,535,0.600149476831091,0.199925261584454,0.199925261584454, [0.56521739 0.50310559 0.54347826 0.5        0.53125   ],0.485714285714286,0.535064935064935,0.836279461279461,0.992537313432836,0.993773349937734,0.99252801992528,0.492307692307692,0.505263157894737,0.485964912280702,0.542199488491049,0.543589743589743,0.534952766531714,0.837170364169108,0.841750841750842,0.836279461279461
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166,4, low_bits_2, svdn,618,206,206,0.6,0.2,0.2, [0.51612903 0.55645161 0.52419355 0.50806452 0.55737705],0.519417475728155,0.567961165048544,0.548543689320388,0.580937972768533,0.621359223300971,0.551779935275081,0.521739130434783,0.568421052631579,0.522949265054528,0.589861751152074,0.592592592592593,0.566704459561602,0.571428571428571,0.60546875,0.548873371138996
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120,12, low_bits_6, svd,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.9408284  0.9260355  0.9260355  0.92011834 0.93195266],0.865889212827988,0.793002915451895,0.943602693602693,0.989862850327967,0.982248520710059,0.989940828402367,0.870056497175141,0.875,0.86564371257485,0.790560471976401,0.802395209580838,0.793243059335874,0.943459915611814,0.941077441077441,0.943602693602693
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158,10, low_bits_2, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.77302632 0.81907895 0.78947368 0.80794702 0.78145695],0.765116279069767,0.758139534883721,0.818181818181818,0.854952076677316,0.882585751978892,0.850263852242744,0.743002544529262,0.691943127962085,0.763779783159125,0.745098039215686,0.694063926940639,0.759354238351836,0.817413355874894,0.813973063973064,0.818181818181818
ensemble_model_N26_B137_E163_nb_zones_10_lab_svd,26,137,163,10, lab, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.86551724 0.86206897 0.87586207 0.86551724 0.89930556],0.831896551724138,0.831896551724138,0.902356902356902,0.947148817802504,0.94060773480663,0.947513812154696,0.84016393442623,0.876068376068376,0.831512448903753,0.842105263157895,0.904347826086956,0.832515793385359,0.904132231404959,0.920875420875421,0.902356902356902
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_4_svdne,4,148,152, zones, low_bits_4, svdne,1716,572,572,0.6,0.2,0.2, [0.68023256 0.69186047 0.72093023 0.69590643 0.71929825],0.709090909090909,0.745454545454545,0.82996632996633,0.873159682899207,0.898601398601399,0.869463869463869,0.703703703703704,0.686746987951807,0.709227152512489,0.740740740740741,0.731707317073171,0.745371730825742,0.832642916321458,0.845959595959596,0.82996632996633
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.77192982 0.78070175 0.84210526 0.78571429 0.79464286],0.781914893617021,0.76063829787234,0.86624203821656,0.932659932659932,0.978798586572438,0.929328621908127,0.798029556650246,0.861702127659574,0.781914893617021,0.792626728110599,0.851485148514851,0.753328781153977,0.875739644970414,0.928870292887029,0.865297215409032
ensemble_model_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120,12, lab, svdn,1854,618,618,0.6,0.2,0.2, [0.68010753 0.72311828 0.65135135 0.68918919 0.69189189],0.670498084291188,0.75095785440613,0.808080808080808,0.844625573102394,0.89428263214671,0.835490830636462,0.653225806451613,0.618320610687023,0.670698766881973,0.732510288065844,0.684615384615385,0.750704638872578,0.814180929095355,0.840909090909091,0.808080808080808
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163,6, low_bits_4, svdne,906,302,302,0.6,0.2,0.2, [0.82967033 0.92857143 0.91758242 0.93333333 0.93333333],0.658940397350993,0.615894039735099,0.836423841059603,0.969298245614035,0.975717439293598,0.969094922737307,0.668810289389068,0.717241379310345,0.661168460355809,0.662790697674419,0.754966887417219,0.615894039735099,0.842373962986599,0.881174899866489,0.836776674637581
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163,6, low_bits_5, svd,918,306,306,0.6,0.2,0.2, [0.90217391 0.85869565 0.85869565 0.83152174 0.85164835],0.820261437908497,0.823529411764706,0.902614379084967,0.955156950672646,0.928104575163399,0.956427015250545,0.817275747508306,0.809210526315789,0.82018967874231,0.82,0.788461538461538,0.824230769230769,0.90020093770931,0.876140808344198,0.902683772455192
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163,8, low_bits_3, svdn,1328,442,442,0.600361663652803,0.199819168173599,0.199819168173599, [0.56766917 0.53007519 0.61654135 0.55263158 0.53787879],0.597285067873303,0.572398190045249,0.594484629294756,0.603886397608371,0.608433734939759,0.600903614457831,0.578199052132701,0.559633027522936,0.596780799475754,0.580931263858093,0.584821428571429,0.572227228047182,0.594301221166893,0.594032549728752,0.594484629294756
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152,12, low_bits_3, svdne,1854,618,618,0.6,0.2,0.2, [0.80913978 0.80107527 0.82972973 0.82972973 0.81891892],0.701149425287356,0.743295019157088,0.870791245791246,0.9136460554371,0.924487594390507,0.912621359223301,0.713235294117647,0.692857142857143,0.701800472255018,0.730923694779117,0.752066115702479,0.743890200708383,0.871923237380058,0.87962962962963,0.870791245791246
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200,4, low_bits_4, svd,454,151,151,0.600529100529101,0.19973544973545,0.19973544973545, [0.67391304 0.70652174 0.71111111 0.64444444 0.72222222],0.662251655629139,0.642384105960265,0.674603174603175,0.687361419068736,0.682819383259912,0.689427312775331,0.540540540540541,0.4,0.660526315789474,0.5,0.36,0.640526315789474,0.632835820895522,0.562334217506631,0.67430695044197
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svd,16,142,158, zones, low_bits_4_shifted_2, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.83988764 0.77118644 0.80508475 0.79096045 0.81355932],0.771523178807947,0.771523178807947,0.877525252525252,0.913216108905275,0.908577878103838,0.913656884875846,0.783699059561129,0.838926174496644,0.77240426371891,0.795252225519288,0.875816993464052,0.770123261832697,0.879702356345597,0.895622895622896,0.877525252525253
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,912,304,304,0.6,0.2,0.2, [0.80434783 0.7967033  0.8021978  0.82967033 0.8021978 ],0.766447368421053,0.756578947368421,0.851973684210526,0.915611814345992,0.951754385964912,0.912280701754386,0.782874617737003,0.914285714285714,0.777264808362369,0.783625730994152,0.881578947368421,0.756578947368421,0.860853432282004,0.93048128342246,0.853194009586878
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166,4, low_bits_2, svdn,582,194,194,0.6,0.2,0.2, [0.44067797 0.51724138 0.56896552 0.51724138 0.50862069],0.489690721649485,0.432989690721649,0.784536082474227,1,1,1,0.512315270935961,0.547368421052632,0.490855927698033,0.438775510204082,0.457446808510638,0.433723404255319,0.786952089704383,0.804166666666667,0.784736394557823
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166,6, low_bits_3, svd,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.85638298 0.88297872 0.87634409 0.86021505 0.87096774],0.80064308681672,0.797427652733119,0.856683804627249,0.901606425702811,0.961456102783726,0.895074946466809,0.819767441860465,0.892405063291139,0.799143708116158,0.825484764542936,0.919753086419753,0.792091308310548,0.868900646678424,0.939008894536214,0.855720312027535
svm_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdne,26,137,163,6, low_bits_4_shifted_2, svdne,900,300,300,0.6,0.2,0.2, [0.81111111 0.83333333 0.77777778 0.8        0.83888889],0.676666666666667,0.693333333333333,0.788,0.855218855218855,0.846666666666667,0.856666666666667,0.684039087947883,0.760869565217391,0.682903918411165,0.732558139534884,0.763636363636364,0.685521885521885,0.793774319066148,0.812749003984064,0.787900606409703
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_3_svdne,8,146,154, zones, low_bits_3, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.81005587 0.79050279 0.7877095  0.76815642 0.77653631],0.812286689419795,0.767918088737201,0.865319865319865,0.891340319911748,0.902793296089386,0.889944134078212,0.823151125401929,0.847682119205298,0.811165003264621,0.768707482993197,0.795774647887324,0.76874825109598,0.867659222497932,0.882996632996633,0.865319865319865
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163,6, low_bits_6, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.55       0.54494382 0.53370787 0.51123596 0.57865169],0.521885521885522,0.542087542087542,0.571332436069987,0.662276575729069,0.789237668161435,0.597533632286996,0.605555555555555,0.731543624161074,0.521177217485942,0.60233918128655,0.710344827586207,0.545961887477314,0.639093484419263,0.762162162162162,0.572099847837113
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.77272727 0.77922078 0.81699346 0.81372549 0.84313725],0.741092636579572,0.760095011876485,0.843013468013468,0.895445798588839,0.910039113428944,0.89374185136897,0.724050632911392,0.674528301886793,0.74157037103909,0.737662337662338,0.679425837320574,0.759524239415004,0.840530141085934,0.827441077441077,0.843013468013468
ensemble_model_v2_N40_B80_E120_nb_zones_10_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.88782051 0.91346154 0.89102564 0.87179487 0.89032258],0.726161369193154,0.733496332518337,0.890993265993266,0.975546975546976,0.973042362002567,0.975609756097561,0.724137931034483,0.713592233009709,0.726254244583672,0.730864197530864,0.729064039408867,0.733464058539385,0.890486257928118,0.886363636363636,0.890993265993266
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200,4, low_bits_4, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.74137931 0.70689655 0.73275862 0.80172414 0.79824561],0.692708333333333,0.723958333333333,0.808731808731809,0.877966101694915,0.896193771626297,0.875432525951557,0.694300518134715,0.744444444444444,0.695751633986928,0.733668341708543,0.744897959183674,0.723512809379071,0.812627291242362,0.836477987421384,0.808960643195228
svm_model_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200,6, low_bits_5, svd,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.78021978 0.78888889 0.75       0.75       0.73888889],0.726666666666667,0.72,0.757656458055925,0.8,0.878048780487805,0.780487804878049,0.763005780346821,0.874172185430464,0.725676696742077,0.76,0.886666666666667,0.72,0.784104389086595,0.878989361702128,0.757494680851064
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,1206,402,402,0.6,0.2,0.2, [0.79338843 0.81818182 0.84297521 0.84583333 0.8125    ],0.758706467661692,0.781094527363184,0.850248756218906,0.907643312101911,0.945273631840796,0.903814262023217,0.749354005167958,0.707317073170732,0.759749907143741,0.769633507853403,0.757731958762887,0.780308287073751,0.851358024691358,0.860279441117764,0.850278609447771
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.77516779 0.74161074 0.7852349  0.73310811 0.76351351],0.786516853932584,0.725842696629214,0.827861952861953,0.874180865006553,0.89771197846568,0.870794078061911,0.819734345351043,0.911392405063291,0.77781158714703,0.752032520325203,0.889423076923077,0.735850778967867,0.839292730844794,0.898989898989899,0.827861952861953
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158,10, low_bits_4, svdn,1572,524,524,0.6,0.2,0.2, [0.49683544 0.5        0.48089172 0.51592357 0.5       ],0.504975124378109,0.507462686567164,0.832912457912458,1,1,1,0.520481927710843,0.529411764705882,0.504604872251931,0.494897959183674,0.48989898989899,0.507204396910279,0.833123160992013,0.834175084175084,0.832912457912458
svm_model_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200,4, low_bits_3, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.76363636 0.80909091 0.74545455 0.71818182 0.77777778],0.714285714285714,0.664835164835165,0.763157894736842,0.811009174311926,0.806569343065693,0.812043795620438,0.697674418604651,0.72289156626506,0.714981136667884,0.647398843930636,0.602150537634409,0.666243808143047,0.757303370786517,0.748888888888889,0.762972582972583
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163,6, low_bits_4, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.79255319 0.7606383  0.79032258 0.82795699 0.77419355],0.707395498392283,0.729903536977492,0.873393316195373,0.976293103448276,0.970021413276231,0.97644539614561,0.70926517571885,0.685185185185185,0.708364404673129,0.716216216216216,0.746478873239437,0.731227602300192,0.871828236824984,0.869001297016861,0.873354151693144
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.92045455 0.9137931  0.90229885 0.94827586 0.90229885],0.786206896551724,0.76551724137931,0.892561983471074,0.970454545454545,0.979357798165137,0.970183486238532,0.786206896551724,0.76510067114094,0.786805654719406,0.746268656716418,0.793650793650794,0.768776616337592,0.891515994436718,0.90154711673699,0.892743868759858
svm_model_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200,12, lab, svdne,1806,602,602,0.6,0.2,0.2, [0.83425414 0.79834254 0.76243094 0.84444444 0.80833333],0.831578947368421,0.831578947368421,0.818602693602693,0.819212088505127,0.840531561461794,0.814507198228128,0.829787234042553,0.823943661971831,0.831552250566335,0.836734693877551,0.86013986013986,0.831478380774155,0.822560724578016,0.840909090909091,0.818602693602693
ensemble_model_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158,12, lab, svdn,1758,586,586,0.6,0.2,0.2, [0.48295455 0.49431818 0.48011364 0.51704545 0.47142857],0.485436893203883,0.508090614886731,0.869107744107744,1,1,1,0.471760797342193,0.458064516129032,0.485525764558023,0.506493506493506,0.506493506493506,0.508085462924173,0.868610054921842,0.865319865319865,0.869107744107744
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.77419355 0.78225806 0.78688525 0.76229508 0.76229508],0.725490196078431,0.651960784313726,0.815068493150685,0.904024767801858,0.95114006514658,0.899022801302931,0.754385964912281,0.895833333333333,0.734953703703704,0.687224669603524,0.8125,0.66087962962963,0.8283378746594,0.913827655310621,0.817334477750913
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svd,4,148,152, zones, low_bits_2, svd,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.76571429 0.79142857 0.77428571 0.8        0.78      ],0.846645367412141,0.782747603833866,0.838383838383838,0.846153846153846,0.842285714285714,0.846857142857143,0.827338129496403,0.751633986928105,0.844566993464052,0.75886524822695,0.66875,0.785355392156863,0.833188531711555,0.807239057239057,0.838383838383838
svm_model_N32_B134_E166_nb_zones_8_lab_svd,32,134,166,8, lab, svd,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.90650407 0.86885246 0.88934426 0.85655738 0.89754098],0.803439803439803,0.823095823095823,0.911100196463654,0.97569153394803,0.95253682487725,0.976268412438625,0.801980198019802,0.830769230769231,0.804535558780842,0.828571428571429,0.840579710144927,0.822789855072464,0.910262766484878,0.906219151036525,0.91107633993664
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.50735294 0.52205882 0.50735294 0.53731343 0.46268657],0.511111111111111,0.502222222222222,0.801953818827709,0.998518518518519,0.997041420118343,0.998520710059172,0.508928571428571,0.575757575757576,0.518037518037518,0.537190082644628,0.575221238938053,0.501896333754741,0.8045574057844,0.834545454545455,0.802689393939394
svm_model_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200,6, low_bits_6, svdne,834,278,278,0.6,0.2,0.2, [0.80357143 0.80952381 0.75301205 0.75301205 0.79518072],0.823741007194245,0.751798561151079,0.788489208633094,0.8,0.844124700239808,0.788968824940048,0.825622775800712,0.840579710144927,0.823861283643892,0.72289156626506,0.769230769230769,0.754180602006689,0.791489361702128,0.830357142857143,0.78983038201353
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200,4, low_bits_3, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.8559322  0.75423729 0.81355932 0.79661017 0.73728814],0.76530612244898,0.760204081632653,0.827902240325865,0.870307167235495,0.864406779661017,0.871186440677966,0.757894736842105,0.727272727272727,0.765698219306467,0.740331491712707,0.690721649484536,0.759502238883682,0.823406478578892,0.80244399185336,0.827902240325865
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166,6, low_bits_3, svd,834,278,278,0.6,0.2,0.2, [0.86904762 0.82142857 0.84939759 0.8253012  0.8253012 ],0.758992805755396,0.780575539568345,0.838848920863309,0.886524822695035,0.899280575539568,0.884892086330935,0.768166089965398,0.75,0.759615384615385,0.778181818181818,0.77536231884058,0.780538302277433,0.841134751773049,0.84352773826458,0.83879443681788
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200,6, low_bits_5, svd,764,254,254,0.60062893081761,0.199685534591195,0.199685534591195, [0.7987013  0.77922078 0.71052632 0.77631579 0.73026316],0.720472440944882,0.716535433070866,0.799528301886793,0.853403141361257,0.853403141361257,0.853403141361257,0.714859437751004,0.735537190082645,0.721152053687939,0.735294117647059,0.769230769230769,0.715260545905707,0.801556420233463,0.813586097946287,0.799594300929325
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120,12, low_bits_4, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.77900552 0.7679558  0.80662983 0.75138122 0.76944444],0.78169014084507,0.757042253521127,0.896464646464647,0.936358605423354,0.935840707964602,0.936393805309734,0.784722222222222,0.773972602739726,0.781913837601747,0.747252747252747,0.739130434782609,0.756551518761167,0.896114864864865,0.893097643097643,0.896464646464647
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdne,26,137,163,6, low_bits_4_shifted_2, svdne,912,304,304,0.6,0.2,0.2, [0.875      0.87362637 0.85164835 0.86263736 0.88461538],0.756578947368421,0.730263157894737,0.870394736842105,0.954393770856507,0.94078947368421,0.955043859649123,0.723880597014925,0.655405405405405,0.753984753984754,0.694029850746269,0.641379310344828,0.726350032530904,0.862717770034843,0.826435246995995,0.869767558647154
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120,12, low_bits_2, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.63172043 0.59139785 0.57795699 0.55675676 0.56216216],0.603846153846154,0.592307692307692,0.596380471380471,0.596340150699677,0.59698275862069,0.595905172413793,0.579591836734694,0.546153846153846,0.603846153846154,0.582677165354331,0.569230769230769,0.592307692307692,0.593126856173101,0.588383838383838,0.596380471380471
svm_model_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158,10, low_bits_6, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.83757962 0.83012821 0.83653846 0.86858974 0.84294872],0.788697788697789,0.820638820638821,0.837121212121212,0.8515625,0.837387964148527,0.854033290653009,0.807174887892377,0.861244019138756,0.786682615629984,0.825775656324582,0.873737373737374,0.822036150983519,0.838817159516868,0.847643097643097,0.837121212121212
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120,12, low_bits_3, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.64516129 0.62162162 0.6027027  0.61891892 0.62702703],0.606870229007633,0.603053435114504,0.861531986531987,0.935037273695421,0.948164146868251,0.934125269978402,0.641114982578397,0.681481481481481,0.604520268299796,0.609022556390977,0.637795275590551,0.604082822980461,0.864664747017688,0.884680134680135,0.861531986531987
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116,12, low_bits_4, svdne,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.77297297 0.7972973  0.79459459 0.75945946 0.75945946],0.707224334600761,0.669201520912548,0.835858585858586,0.875687568756876,0.86054054054054,0.877837837837838,0.713754646840149,0.738461538461539,0.707576633892423,0.666666666666667,0.654135338345865,0.669375361480625,0.833901192504259,0.824074074074074,0.835858585858586
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.82291667 0.80208333 0.81597222 0.81468531 0.7972028 ],0.761702127659574,0.772340425531915,0.8253367003367,0.860199714693295,0.83983286908078,0.863509749303621,0.733333333333333,0.703196347031963,0.757972675508013,0.773784355179704,0.729083665338645,0.775500736778912,0.81917211328976,0.791245791245791,0.8253367003367
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.81097561 0.81097561 0.85365854 0.79878049 0.85185185],0.680147058823529,0.768382352941176,0.861967694566813,0.953545232273839,0.953545232273839,0.953545232273838,0.671698113207547,0.635714285714286,0.681493506493506,0.734177215189873,0.69047619047619,0.763046314416177,0.857575757575757,0.838518518518518,0.861762898269448
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,564,188,188,0.6,0.2,0.2, [0.81578947 0.81578947 0.83035714 0.79464286 0.75892857],0.75531914893617,0.771276595744681,0.861702127659574,0.926391382405745,0.914893617021277,0.927304964539007,0.75531914893617,0.717171717171717,0.757462263080241,0.754285714285714,0.709677419354839,0.77062818336163,0.858695652173913,0.833333333333333,0.861945636623748
svm_model_N8_B192_E200_nb_zones_12_lab_svd,8,192,200,12, lab, svd,1806,602,602,0.6,0.2,0.2, [0.83977901 0.86187845 0.85082873 0.86111111 0.88055556],0.764912280701754,0.8,0.843434343434343,0.865655471289274,0.884828349944629,0.862679955703212,0.793846153846154,0.843137254901961,0.758689839572193,0.804123711340206,0.886363636363636,0.805926916221034,0.848903330625508,0.87962962962963,0.843434343434343
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svd,8,192,200,12, low_bits_4_shifted_2, svd,1806,602,602,0.6,0.2,0.2, [0.77071823 0.73756906 0.73756906 0.76388889 0.71944444],0.775438596491228,0.757894736842105,0.75547138047138,0.738927738927739,0.702104097452935,0.751937984496124,0.746031746031746,0.657342657342657,0.775854427262878,0.737642585551331,0.683098591549296,0.757633211858564,0.739578664276109,0.694444444444444,0.75547138047138
svm_model_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166,4, low_bits_2, svdne,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.86153846 0.83076923 0.85384615 0.86153846 0.81538462],0.736111111111111,0.768518518518518,0.820702402957486,0.87072808320951,0.901538461538462,0.866153846153846,0.716417910447761,0.72,0.735,0.75,0.707547169811321,0.767409948542024,0.819366852886406,0.828625235404896,0.820846193020052
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163,6, low_bits_6, svdn,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.58522727 0.55113636 0.51724138 0.53448276 0.52298851],0.512027491408935,0.525773195876289,0.807692307692308,1,1,1,0.550632911392405,0.639705882352941,0.519852941176471,0.576687116564417,0.635135135135135,0.523861273861274,0.815303430079156,0.857142857142857,0.808163265306122
svm_model_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200,4, low_bits_4, svdne,648,216,216,0.6,0.2,0.2, [0.75384615 0.80769231 0.76923077 0.73846154 0.6796875 ],0.648148148148148,0.699074074074074,0.732407407407407,0.768025078369906,0.756172839506173,0.771604938271605,0.634615384615385,0.616822429906542,0.647860756237675,0.703196347031963,0.669565217391304,0.701119242359019,0.728638497652582,0.710622710622711,0.732652179281393
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200,10, low_bits_5, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.7414966  0.75       0.65753425 0.70890411 0.71917808],0.770240700218818,0.800875273522976,0.830387205387205,0.859279401767505,0.864569083447332,0.858413132694938,0.806629834254144,0.88663967611336,0.759986504723347,0.814663951120163,0.952380952380952,0.812222864854444,0.839121756487026,0.884680134680135,0.830387205387205
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200,6, low_bits_6, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.78333333 0.76111111 0.77222222 0.79213483 0.78651685],0.788590604026846,0.761744966442953,0.844504021447721,0.891832229580574,0.901785714285714,0.890625,0.794788273615635,0.772151898734177,0.789647377938517,0.745519713261649,0.712328767123288,0.760769646719539,0.844504021447721,0.837765957446809,0.84455865439908
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svdne,4,196,200,12, low_bits_4_shifted_2, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.6972973  0.74324324 0.73783784 0.72554348 0.70923913],0.739622641509434,0.724528301886792,0.726851851851852,0.731604023292747,0.748645720476706,0.725352112676056,0.725099601593626,0.728,0.739,0.732600732600733,0.714285714285714,0.725142857142857,0.731040198922503,0.742424242424242,0.726851851851852
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svd,40,80,120,12, low_bits_4_shifted_2, svd,1782,594,594,0.6,0.2,0.2, [0.92458101 0.92134831 0.92977528 0.91011236 0.91292135],0.693602693602694,0.717171717171717,0.914983164983165,0.984702549575071,0.975308641975309,0.984848484848485,0.729970326409496,0.831081081081081,0.694064030473426,0.752941176470588,0.859060402684564,0.716692363504444,0.917280917280917,0.942760942760943,0.914983164983165
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158,10, low_bits_5, svdn,1548,516,516,0.6,0.2,0.2, [0.52580645 0.4516129  0.51290323 0.50322581 0.46753247],0.516908212560386,0.478260869565217,0.824915824915825,1,1,1,0.539170506912442,0.527027027027027,0.51611768018018,0.467980295566503,0.494791666666667,0.479377815315315,0.825795644891122,0.82996632996633,0.824915824915825
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.75294118 0.78235294 0.73809524 0.74404762 0.80952381],0.754448398576512,0.725978647686833,0.832147937411095,0.894859813084112,0.907582938388626,0.893364928909953,0.803418803418803,0.898089171974522,0.735334908567906,0.768768768768769,0.888888888888889,0.721816707218167,0.846753246753247,0.90179806362379,0.830108402236492
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svd,26,137,163, zones, lab, svd,1506,502,502,0.6,0.2,0.2, [0.89403974 0.90397351 0.92715232 0.85666667 0.90666667],0.855172413793103,0.825287356321839,0.90530303030303,0.943421052631579,0.952191235059761,0.942895086321381,0.857142857142857,0.875,0.855308219178082,0.834061135371179,0.872146118721461,0.824961948249619,0.906986357999173,0.923400673400673,0.90530303030303
ensemble_model_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154,12, low_bits_4, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.75       0.68406593 0.76923077 0.77348066 0.72928177],0.732142857142857,0.696428571428571,0.830387205387205,0.866995073891625,0.872246696035242,0.866189427312775,0.780058651026393,0.93006993006993,0.727808687662702,0.744744744744745,0.905109489051095,0.700806492777296,0.838864454218313,0.882996632996633,0.830387205387205
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163,6, low_bits_5, svdn,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.52747253 0.53296703 0.51111111 0.53888889 0.56111111],0.538205980066445,0.528239202657807,0.813413014608234,1,1,1,0.515679442508711,0.5,0.537581699346405,0.526666666666667,0.490683229813665,0.531055900621118,0.811535881958417,0.795006570302234,0.813610667701452
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200,4, low_bits_4, svdne,594,198,198,0.6,0.2,0.2, [0.8        0.75833333 0.83898305 0.65254237 0.79661017],0.651515151515152,0.757575757575758,0.804040404040404,0.873563218390805,0.895622895622896,0.87037037037037,0.656716417910448,0.66,0.651428571428571,0.796610169491525,0.776859504132231,0.752066115702479,0.81453154875717,0.822393822393822,0.803146063739284
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_4_shifted_2_svdne,26,137,163, zones, low_bits_4_shifted_2, svdne,858,286,286,0.6,0.2,0.2, [0.8255814  0.81395349 0.84302326 0.84883721 0.84117647],0.797202797202797,0.804195804195804,0.893706293706294,0.955503512880562,0.951048951048951,0.955710955710956,0.776923076923077,0.782945736434108,0.795931466943169,0.818181818181818,0.823529411764706,0.802742149491376,0.893108298171589,0.893108298171589,0.893702966888298
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166,4, low_bits_2, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.890625  0.890625  0.8359375 0.8671875 0.921875 ],0.713615023474178,0.76056338028169,0.851782363977486,0.929447852760736,0.946875,0.928125,0.735930735930736,0.765765765765766,0.711314255431902,0.758293838862559,0.769230769230769,0.76076217360621,0.855575868372943,0.874766355140187,0.851695795272542
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.82967033 0.8021978  0.77777778 0.81111111 0.82777778],0.777408637873754,0.770764119601329,0.852589641434263,0.908119658119658,0.940265486725663,0.904867256637168,0.764912280701754,0.746575342465753,0.77651347768449,0.767676767676768,0.716981132075472,0.773983523784215,0.853754940711462,0.856010568031704,0.852571372133342
svm_model_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200,10, low_bits_6, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.75163399 0.7745098  0.80065359 0.77960526 0.79605263],0.712941176470588,0.689411764705882,0.75547138047138,0.780977896851976,0.764089121887287,0.785714285714286,0.682291666666667,0.671794871794872,0.709810479375697,0.710526315789474,0.704347826086957,0.688071348940914,0.75096442348907,0.737373737373737,0.75547138047138
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_2_svdne,8,146,154, zones, low_bits_2, svdne,1848,616,616,0.6,0.2,0.2, [0.78918919 0.75945946 0.80540541 0.8        0.77717391],0.765151515151515,0.742424242424242,0.832070707070707,0.85529854760624,0.86038961038961,0.854437229437229,0.725663716814159,0.635658914728682,0.762273901808786,0.723577235772358,0.659259259259259,0.744358311800172,0.828828828828829,0.813131313131313,0.832070707070707
svm_model_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200,4, low_bits_3, svdne,630,210,210,0.6,0.2,0.2, [0.66666667 0.71428571 0.75396825 0.70634921 0.67460317],0.695238095238095,0.738095238095238,0.71047619047619,0.72263868065967,0.765079365079365,0.706349206349206,0.733333333333333,0.936170212765957,0.718085106382979,0.797047970479705,0.907563025210084,0.7120232708468,0.741935483870968,0.827651515151515,0.70980276907001
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,912,304,304,0.6,0.2,0.2, [0.79347826 0.8021978  0.75824176 0.79120879 0.80769231],0.756578947368421,0.713815789473684,0.838815789473684,0.909287257019438,0.923245614035088,0.907894736842105,0.723880597014925,0.651006711409396,0.754535613769214,0.698961937716263,0.635220125786163,0.717610062893082,0.834794335805799,0.81020942408377,0.838967145904319
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.58333333 0.66037736 0.6509434  0.72641509 0.66037736],0.627118644067797,0.700564971751412,0.81038374717833,0.906309751434034,0.890977443609022,0.907894736842105,0.592592592592593,0.607594936708861,0.625226039783002,0.710382513661202,0.714285714285714,0.700166112956811,0.806451612903225,0.802752293577982,0.81026503567788
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdn,32,84,116, zones, low_bits_4_shifted_2, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.52571429 0.50574713 0.5        0.5        0.54885057],0.520504731861199,0.479495268138801,0.85479797979798,0.9837775202781,0.974741676234214,0.983926521239954,0.533742331288344,0.572368421052632,0.522547846889952,0.507462686567164,0.515151515151515,0.477970494417863,0.85546711353163,0.859427609427609,0.85479797979798
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163,8, low_bits_3, svdn,1322,440,440,0.600363306085377,0.199818346957312,0.199818346957312, [0.47744361 0.57954545 0.51515152 0.54924242 0.59848485],0.602272727272727,0.586363636363636,0.824704813805631,0.97798025816249,0.97428139183056,0.978063540090771,0.556962025316456,0.552763819095477,0.597958673033216,0.580645161290323,0.536170212765957,0.590036325895174,0.820130475302889,0.80365296803653,0.824590711660541
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.86440678 0.90677966 0.8220339  0.89655172 0.92241379],0.717948717948718,0.753846153846154,0.858606557377049,0.939965694682676,0.935153583617748,0.940273037542662,0.689265536723164,0.726190476190476,0.718951093951094,0.779816513761468,0.779816513761468,0.750373373159804,0.858895705521472,0.864197530864197,0.858629377676997
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,864,288,288,0.6,0.2,0.2, [0.49425287 0.48850575 0.52325581 0.48255814 0.50581395],0.46875,0.479166666666667,0.782638888888889,0.988505747126437,0.99537037037037,0.988425925925926,0.484848484848485,0.566929133858268,0.479116740842177,0.519230769230769,0.558620689655172,0.478611044128286,0.788370520622042,0.828125,0.783627717391304
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163,8, low_bits_2, svdn,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.50806452 0.53629032 0.54435484 0.55645161 0.5483871 ],0.556900726392252,0.559322033898305,0.545498547918683,0.561162079510703,0.591935483870968,0.537096774193548,0.569411764705882,0.587378640776699,0.556974344542939,0.600877192982456,0.658653846153846,0.55859521575985,0.571037003197807,0.604448742746615,0.545441425636873
ensemble_model_N32_B134_E166_nb_zones_8_lab_svd,32,134,166,8, lab, svd,1254,418,418,0.6,0.2,0.2, [0.90873016 0.91666667 0.844      0.9        0.848     ],0.866028708133971,0.854066985645933,0.926794258373206,0.970684039087948,0.950558213716108,0.971291866028708,0.866666666666667,0.883495145631068,0.866275874702327,0.852300242130751,0.85024154589372,0.854030725553495,0.925764192139738,0.917307692307692,0.926749084249084
svm_model_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200,4, low_bits_2, svd,594,198,198,0.6,0.2,0.2, [0.58333333 0.6        0.63559322 0.6440678  0.68644068],0.606060606060606,0.616161616161616,0.774747474747475,0.882852292020374,0.875420875420875,0.883838383838384,0.621359223300971,0.673684210526316,0.608686765457333,0.677966101694915,0.740740740740741,0.603703703703704,0.783705140640155,0.808,0.774408163265306
svm_model_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200,6, low_bits_5, svdne,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.7195122  0.70731707 0.71341463 0.77439024 0.72560976],0.677655677655678,0.681318681318681,0.743777452415813,0.777636594663278,0.746341463414634,0.786585365853659,0.692307692307692,0.707142857142857,0.67687969924812,0.692579505300353,0.690140845070423,0.680948285130631,0.74188790560472,0.726878612716763,0.744003104577966
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200,4, low_bits_3, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.79850746 0.73880597 0.81818182 0.79545455 0.79545455],0.764705882352941,0.746606334841629,0.863471971066908,0.936484490398818,0.954819277108434,0.935240963855422,0.726315789473684,0.650943396226415,0.76025430680886,0.738317757009346,0.692982456140351,0.74836038694868,0.860314523589269,0.842391304347826,0.863433919321928
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158,12, low_bits_3, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.79518072 0.79216867 0.8313253  0.81927711 0.81626506],0.76536312849162,0.835195530726257,0.814814814814815,0.825806451612903,0.848192771084337,0.821084337349398,0.766666666666667,0.758241758241758,0.765484515484515,0.833802816901408,0.840909090909091,0.83528971028971,0.818181818181818,0.833333333333333,0.814814814814815
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163,8, low_bits_4, svd,1140,380,380,0.6,0.2,0.2, [0.82017544 0.8245614  0.80263158 0.83333333 0.80263158],0.644736842105263,0.663157894736842,0.834210526315789,0.953153153153153,0.928070175438596,0.954385964912281,0.676258992805755,0.754010695187166,0.646435399407054,0.700934579439252,0.76530612244898,0.659826974267968,0.838874680306905,0.860440713536201,0.834127431741701
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158,10, low_bits_6, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.82119205 0.84437086 0.83112583 0.81788079 0.80794702],0.824480369515011,0.775981524249423,0.877525252525252,0.921542553191489,0.917880794701987,0.921854304635762,0.838983050847458,0.929577464788732,0.826152368758003,0.804828973843058,0.909090909090909,0.773794280836534,0.882329154872624,0.918350168350168,0.877525252525252
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svdn,32,84,116, zones, low_bits_6, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.62068966 0.62931034 0.63218391 0.57183908 0.62427746],0.460815047021944,0.510971786833856,0.833333333333333,0.961009174311926,0.964326812428078,0.960874568469505,0.48502994011976,0.5,0.460191082802548,0.5125,0.522292993630573,0.511146496815287,0.834862385321101,0.842592592592593,0.833333333333333
ensemble_model_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200,12, lab, svdne,1776,592,592,0.6,0.2,0.2, [0.8258427  0.82865169 0.79494382 0.84745763 0.77118644],0.843333333333333,0.84,0.864478114478115,0.872686483454851,0.876126126126126,0.872184684684685,0.86053412462908,0.917721518987342,0.839142449634516,0.852760736196319,0.978873239436619,0.847031556427171,0.868356500408831,0.893939393939394,0.864478114478115
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200,6, low_bits_4, svd,822,274,274,0.6,0.2,0.2, [0.68072289 0.73780488 0.73780488 0.70731707 0.70121951],0.700729927007299,0.715328467153285,0.717518248175182,0.777232580961727,0.963503649635036,0.723844282238443,0.754491017964072,0.91970802919708,0.700729927007299,0.774566473988439,0.930555555555556,0.703739316239316,0.772218952324897,0.947976878612717,0.715138881784234
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdne,16,142,158,12, low_bits_4_shifted_2, svdne,1818,606,606,0.6,0.2,0.2, [0.81318681 0.82692308 0.81868132 0.78021978 0.83977901],0.706093189964158,0.738351254480287,0.822811447811448,0.847477064220183,0.812981298129813,0.853685368536854,0.661157024793388,0.583941605839416,0.703942633905623,0.706827309236948,0.619718309859155,0.740516089236147,0.811633109619687,0.763468013468014,0.822811447811448
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,534,178,178,0.6,0.2,0.2, [0.78703704 0.76851852 0.82075472 0.78301887 0.79245283],0.713483146067416,0.769662921348315,0.850561797752809,0.922201138519924,0.910112359550562,0.923220973782771,0.653061224489796,0.539325842696629,0.713483146067416,0.724832214765101,0.606741573033708,0.769662921348315,0.838396111786148,0.775280898876405,0.850561797752809
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200,4, low_bits_2, svd,528,176,176,0.6,0.2,0.2, [0.66981132 0.70754717 0.6509434  0.77358491 0.58653846],0.738636363636364,0.676136363636364,0.793181818181818,0.851782363977486,0.859848484848485,0.850378787878788,0.726190476190476,0.663043478260869,0.74223602484472,0.658682634730539,0.585106382978723,0.682797093928386,0.790322580645161,0.762222222222222,0.79390180878553
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163,6, low_bits_5, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.53804348 0.57608696 0.52197802 0.52747253 0.61538462],0.523026315789474,0.513157894736842,0.807490144546649,1,1,1,0.564564564564564,0.671428571428571,0.533885017421603,0.577142857142857,0.619631901840491,0.504851411913153,0.816530995616781,0.857894736842105,0.807556292305567
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_3_svdne,4,148,152, zones, low_bits_3, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.77717391 0.7826087  0.76229508 0.77322404 0.80054645],0.804428044280443,0.804428044280443,0.842171717171717,0.854986522911051,0.864776444929117,0.853326063249727,0.812720848056537,0.798611111111111,0.804817366579178,0.785425101214575,0.763779527559055,0.802028652668417,0.842767295597484,0.845959595959596,0.842171717171717
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svdn,32,84,116, zones, low_bits_5, svdn,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.56388889 0.53888889 0.55       0.57777778 0.56424581],0.56401384083045,0.602076124567474,0.865319865319865,0.955492957746479,0.943270300333704,0.956062291434928,0.553191489361702,0.527027027027027,0.564931953229826,0.578754578754579,0.560283687943262,0.601087789917577,0.862660944206009,0.845959595959596,0.865319865319865
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.53767123 0.4760274  0.53082192 0.5        0.5       ],0.491266375545851,0.510917030567686,0.803030303030303,0.992501704158146,0.997260273972603,0.992465753424658,0.496760259179266,0.5,0.491228070175439,0.521367521367521,0.535087719298246,0.511022120518688,0.804837364470392,0.812289562289562,0.803030303030303
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166,6, low_bits_3, svdn,882,294,294,0.6,0.2,0.2, [0.58988764 0.625      0.57386364 0.61931818 0.59659091],0.625850340136054,0.608843537414966,0.612925170068027,0.635593220338983,0.680272108843537,0.609977324263039,0.630872483221476,0.626666666666667,0.625833333333333,0.596491228070175,0.615942028985507,0.609253065774805,0.627373935821873,0.657064471879287,0.61328257332156
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200,6, low_bits_5, svdne,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.76190476 0.77380952 0.73809524 0.75301205 0.74096386],0.719424460431654,0.794964028776978,0.823994252873563,0.873563218390805,0.909090909090909,0.868421052631579,0.75776397515528,0.818791946308725,0.711721554549711,0.808080808080808,0.875912408759124,0.796112232748357,0.8354600402955,0.883522727272727,0.823302061310782
svm_model_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163,6, low_bits_6, svdne,822,274,274,0.6,0.2,0.2, [0.8313253  0.85365854 0.85365854 0.80487805 0.83536585],0.748175182481752,0.81021897810219,0.827007299270073,0.860240963855422,0.868613138686131,0.858880778588808,0.727272727272727,0.691729323308271,0.746573881512291,0.81294964028777,0.79020979020979,0.81113542945604,0.825863335782513,0.818049490538573,0.827033530042347
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166,6, low_bits_2, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.85294118 0.86470588 0.82941176 0.74705882 0.83333333],0.773049645390071,0.787234042553192,0.810198300283286,0.838202247191011,0.879716981132076,0.830188679245283,0.737704918032787,0.687022900763359,0.767352509984328,0.782608695652174,0.705882352941176,0.794801641586867,0.809929078014184,0.806497175141243,0.810208814843349
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152,12, low_bits_2, svdn,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.47159091 0.49431818 0.46306818 0.46306818 0.50284091],0.535714285714286,0.538961038961039,0.517676767676768,0.413087934560327,0.344318181818182,0.510795454545455,0.447876447876448,0.391891891891892,0.530320945945946,0.449612403100775,0.3625,0.546114864864865,0.422379032258065,0.352693602693603,0.517676767676768
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200,10, low_bits_6, svdne,1434,478,478,0.6,0.2,0.2, [0.74305556 0.76388889 0.74475524 0.74475524 0.74825175],0.736730360934183,0.732484076433121,0.833333333333333,0.895565092989986,0.873082287308229,0.898186889818689,0.706161137440758,0.623430962343096,0.738439619102583,0.694174757281553,0.616379310344828,0.730783797431828,0.82258064516129,0.772727272727273,0.833333333333333
svm_model_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200,8, low_bits_6, svd,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.78571429 0.77731092 0.79411765 0.79411765 0.83193277],0.757575757575758,0.71969696969697,0.778002018163471,0.809172809172809,0.830252100840336,0.804201680672269,0.751295336787565,0.728643216080402,0.757722623268627,0.718987341772152,0.696078431372549,0.720435049019608,0.78021978021978,0.782565130260521,0.777969557000179
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.78301887 0.69811321 0.67924528 0.67307692 0.75      ],0.674285714285714,0.691428571428571,0.8162100456621,0.90234375,0.878326996197719,0.904942965779468,0.670520231213873,0.574257425742574,0.692534118276693,0.658227848101266,0.619047619047619,0.688644688644689,0.809015421115065,0.761160714285714,0.817496244993325
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120,12, low_bits_6, svd,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.92349727 0.90384615 0.91208791 0.93131868 0.92032967],0.815884476534296,0.772563176895307,0.949915824915825,0.997248211337369,0.994511525795829,0.997255762897914,0.827118644067797,0.813333333333333,0.816115485564304,0.756756756756757,0.771653543307087,0.77249343832021,0.949810206663855,0.947811447811448,0.949915824915825
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svd,26,137,163,8, low_bits_4_shifted_2, svd,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.82936508 0.78968254 0.81349206 0.79365079 0.748     ],0.770883054892601,0.799522673031026,0.800572519083969,0.820512820512821,0.864864864864865,0.810810810810811,0.792207792207792,0.91044776119403,0.776324798028208,0.817391304347826,0.890995260663507,0.798863014947138,0.814056939501779,0.878962536023055,0.80109264241911
svm_model_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200,4, low_bits_3, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.73846154 0.73076923 0.81538462 0.796875   0.671875  ],0.702325581395349,0.688372093023256,0.738847583643123,0.764150943396226,0.752321981424149,0.767801857585139,0.673469387755102,0.584070796460177,0.708702064896755,0.645502645502646,0.580952380952381,0.685930735930736,0.724779627815867,0.683918669131238,0.739155596247862
ensemble_model_N8_B192_E200_nb_zones_12_lab_svd,8,192,200,12, lab, svd,1758,586,586,0.6,0.2,0.2, [0.80681818 0.82954545 0.87784091 0.82954545 0.82285714],0.841423948220065,0.828478964401294,0.875,0.890140845070423,0.898748577929465,0.889078498293515,0.85459940652819,0.905660377358491,0.839496855345912,0.833855799373041,0.886666666666667,0.830125786163522,0.877828054298642,0.898148148148148,0.875
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.73630137 0.74657534 0.76712329 0.72413793 0.76551724],0.695652173913043,0.73695652173913,0.795875420875421,0.849056603773585,0.865384615384615,0.846153846153846,0.731800766283525,0.848888888888889,0.698912529550827,0.768642447418738,0.85531914893617,0.734326241134752,0.808224594701463,0.86026936026936,0.795875420875421
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svdne,4,196,200,12, low_bits_4_shifted_2, svdne,1770,590,590,0.6,0.2,0.2, [0.75141243 0.77683616 0.75141243 0.72316384 0.76836158],0.686468646864686,0.67986798679868,0.818181818181818,0.864559819413092,0.865536723163842,0.864406779661017,0.621513944223108,0.557142857142857,0.677344434706398,0.642066420664207,0.533742331288344,0.691871165644172,0.811682650392328,0.783670033670034,0.818181818181818
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200,6, low_bits_4, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.73295455 0.73295455 0.70114943 0.72413793 0.75862069],0.701030927835051,0.697594501718213,0.802884615384615,0.87746170678337,0.917620137299771,0.871853546910755,0.750716332378223,0.83974358974359,0.690242165242165,0.731707317073171,0.8,0.694326241134752,0.819610307982401,0.877523553162853,0.801314371251833
svm_model_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200,6, low_bits_3, svd,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.81052632 0.72631579 0.8        0.7287234  0.7712766 ],0.758730158730159,0.711111111111111,0.758883248730964,0.774603174603175,0.773784355179704,0.774841437632135,0.776470588235294,0.830188679245283,0.75804305757136,0.729970326409496,0.798701298701299,0.713015245623941,0.765721331689273,0.790076335877863,0.758962218571843
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,740,246,246,0.600649350649351,0.199675324675325,0.199675324675325, [0.74324324 0.79054054 0.77702703 0.77702703 0.7027027 ],0.727642276422764,0.752032520325203,0.844967532467532,0.915436241610738,0.921621621621621,0.914864864864865,0.733067729083665,0.713178294573643,0.728384019081693,0.774907749077491,0.807692307692308,0.74867374005305,0.849250197316496,0.855325914149443,0.844744217439564
ensemble_model_v2_N8_B146_E154_nb_zones_12_low_bits_4_svdne,8,146,154, zones, low_bits_4, svdne,1706,568,568,0.600281491907108,0.199859254046446,0.199859254046446, [0.68421053 0.7251462  0.69298246 0.70588235 0.67058824],0.686567164179104,0.683582089552239,0.831228956228956,0.893617021276596,0.935521688159437,0.88862837045721,0.670846394984326,0.640718562874252,0.686430710008554,0.69364161849711,0.714285714285714,0.683490162532079,0.836393308853529,0.862794612794613,0.831228956228956
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200,4, low_bits_3, svd,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.80147059 0.72794118 0.78676471 0.78676471 0.73529412],0.721238938053097,0.730088495575221,0.82243816254417,0.887918486171761,0.897058823529412,0.886764705882353,0.695652173913044,0.626086956521739,0.72295338817078,0.713615023474179,0.644067796610169,0.734070935342122,0.818428184281843,0.790575916230366,0.822837153106239
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163,6, low_bits_6, svdne,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.89247312 0.88709677 0.90322581 0.90322581 0.89130435],0.72168284789644,0.770226537216828,0.869340232858991,0.951456310679612,0.950431034482759,0.951508620689655,0.761111111111111,0.919463087248322,0.728481543624161,0.797720797720798,0.945945945945946,0.77732079905993,0.876678876678877,0.943495400788436,0.8704738150439
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svd,32,134,166, zones, lab, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.952      0.968      0.94758065 0.94354839 0.93548387],0.816425120772947,0.768115942028985,0.896718146718147,0.966129032258065,0.963022508038585,0.966237942122186,0.844262295081967,0.949308755760369,0.809679758590844,0.788546255506608,0.886138613861386,0.770899495609938,0.9019248395967,0.945244956772334,0.896482808163083
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svdn,16,142,158, zones, lab, svdn,1704,568,568,0.6,0.2,0.2, [0.47076023 0.51461988 0.55294118 0.5        0.53235294],0.473214285714286,0.49702380952381,0.845538720538721,0.987639788110653,0.984741784037559,0.987676056338028,0.458715596330275,0.451807228915663,0.472962437987243,0.504398826979472,0.505882352941176,0.496917080085046,0.844951415293621,0.841750841750842,0.84553872053872
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163,8, low_bits_4, svd,1116,372,372,0.6,0.2,0.2, [0.74553571 0.73660714 0.75892857 0.76126126 0.72522523],0.741935483870968,0.67741935483871,0.836559139784946,0.92156862745098,0.92652329749104,0.921146953405018,0.75,0.72,0.743720930232558,0.653179190751445,0.631284916201117,0.675746085043564,0.83585313174946,0.826040554962647,0.836638912367564
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svdn,40,80,120, zones, lab, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.69889503 0.67403315 0.61878453 0.67679558 0.68508287],0.749116607773852,0.678445229681979,0.853114478114478,0.900266666666667,0.932596685082873,0.896685082872928,0.77602523659306,0.842465753424658,0.746050394960504,0.693602693602694,0.751824817518248,0.680706929307069,0.859783045399759,0.900673400673401,0.853114478114478
svm_model_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200,4, low_bits_2, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.7109375  0.7265625  0.65873016 0.65079365 0.65873016],0.734597156398104,0.720379146919431,0.701704545454545,0.696048632218845,0.722397476340694,0.684542586750789,0.714285714285714,0.804597701149425,0.745040786058584,0.725581395348837,0.78,0.723333333333333,0.70533208606174,0.748015873015873,0.703718081435473
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166,6, low_bits_2, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.82967033 0.78571429 0.83516484 0.84615385 0.85164835],0.762376237623762,0.775577557755776,0.858839050131926,0.91991341991342,0.934065934065934,0.918681318681318,0.76,0.75,0.762417218543046,0.771812080536913,0.751633986928105,0.775816993464052,0.859395532194481,0.860526315789474,0.858834586466165
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166,6, low_bits_3, svdn,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.59756098 0.51829268 0.63414634 0.6097561  0.57317073],0.626373626373626,0.63003663003663,0.825036603221083,0.95609756097561,0.95609756097561,0.95609756097561,0.694610778443114,0.805555555555556,0.615956072351421,0.696696696696697,0.789115646258503,0.616780045351474,0.839273705447209,0.890156918687589,0.823273948065599
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120,12, low_bits_5, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.87845304 0.88121547 0.87292818 0.84530387 0.85555556],0.75,0.77112676056338,0.912878787878788,0.959864330130017,0.939159292035398,0.960730088495575,0.762541806020067,0.802816901408451,0.75,0.789644012944984,0.859154929577465,0.77112676056338,0.912915439629785,0.913299663299663,0.912878787878788
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158,12, low_bits_2, svd,1888,629,629,0.600127145581691,0.199936427209155,0.199936427209155, [0.80687831 0.82275132 0.81481481 0.82539683 0.78723404],0.725409836065574,0.774590163934426,0.816498316498316,0.832443970117396,0.826271186440678,0.833686440677966,0.728744939271255,0.775862068965517,0.727774784482759,0.790874524714829,0.8125,0.772629310344828,0.817114093959732,0.81986531986532,0.816498316498316
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200,4, low_bits_4, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.77586207 0.72413793 0.70689655 0.68103448 0.69298246],0.677083333333333,0.708333333333333,0.717255717255717,0.749185667752443,0.795847750865052,0.73356401384083,0.659340659340659,0.55045871559633,0.696916104786117,0.621621621621622,0.505494505494506,0.698291807202698,0.711864406779661,0.687116564417178,0.717765470369266
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,942,314,314,0.6,0.2,0.2, [0.59473684 0.57978723 0.60106383 0.5106383  0.55851064],0.493630573248408,0.519108280254777,0.79171974522293,0.982048574445617,0.987261146496815,0.981953290870488,0.522522522522523,0.537037037037037,0.492202729044834,0.473867595818815,0.465753424657534,0.515614807566862,0.791320995532865,0.79589216944801,0.791751394458518
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,552,184,184,0.6,0.2,0.2, [0.75       0.71818182 0.74545455 0.74545455 0.83636364],0.706521739130435,0.690217391304348,0.802173913043478,0.872072072072072,0.876811594202898,0.871376811594203,0.712765957446809,0.663366336633663,0.711201240605988,0.636942675159236,0.568181818181818,0.685132575757576,0.797777777777778,0.772043010752688,0.802505021859861
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200,6, low_bits_3, svd,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.79411765 0.80588235 0.78823529 0.76470588 0.78823529],0.742049469964664,0.734982332155477,0.811440677966102,0.862745098039216,0.88,0.86,0.704453441295546,0.6796875,0.736617943548387,0.705882352941176,0.629370629370629,0.736113886113886,0.804967129291454,0.791666666666667,0.811111111111111
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.7345679  0.77777778 0.74691358 0.73125    0.73125   ],0.697761194029851,0.638059701492537,0.77645305514158,0.846733668341708,0.836228287841191,0.84863523573201,0.711743772241993,0.684931506849315,0.699023130473838,0.616600790513834,0.582089552238806,0.638059701492537,0.774436090225564,0.75402635431918,0.776861432091305
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116,12, low_bits_4, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.7183908  0.76589595 0.78034682 0.72543353 0.7716763 ],0.75776397515528,0.788819875776398,0.8253367003367,0.849804578447795,0.878752886836028,0.844688221709007,0.736486486486487,0.626436781609195,0.769299471885679,0.725806451612903,0.608108108108108,0.775318421870146,0.822269807280514,0.808080808080808,0.8253367003367
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svd,8,192,200,12, low_bits_4_shifted_2, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.76923077 0.73626374 0.71978022 0.76098901 0.75824176],0.744604316546763,0.773381294964029,0.840909090909091,0.863687150837989,0.849450549450549,0.865934065934066,0.717131474103586,0.633802816901409,0.747048467274234,0.736401673640167,0.647058823529412,0.770712510356255,0.834210526315789,0.800505050505051,0.840909090909091
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,1236,412,412,0.6,0.2,0.2, [0.54032258 0.56854839 0.46370968 0.52439024 0.51626016],0.524271844660194,0.54126213592233,0.801941747572815,0.981316003249391,0.977346278317152,0.981391585760518,0.539906103286385,0.550239234449761,0.523888090131284,0.533333333333333,0.519230769230769,0.541478129713424,0.802133850630456,0.799033816425121,0.801955932602804
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.5224359  0.48717949 0.58012821 0.48709677 0.49677419],0.487804878048781,0.465853658536585,0.81523569023569,0.993573264781491,0.993573264781491,0.993573264781491,0.477611940298507,0.48,0.487619047619048,0.477326968973747,0.476190476190476,0.465595238095238,0.815313420277661,0.815656565656566,0.81523569023569
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163,8, low_bits_2, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.53305785 0.52066116 0.51652893 0.53305785 0.57083333],0.509950248756219,0.539800995024876,0.81013916500994,1,1,1,0.51358024691358,0.522613065326633,0.510075005569721,0.545454545454545,0.560606060606061,0.540106951871658,0.810891089108911,0.818181818181818,0.810178940742739
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200,8, low_bits_6, svd,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.77016129 0.78225806 0.79268293 0.78861789 0.78455285],0.78345498783455,0.749391727493917,0.816634241245136,0.854215918045705,0.878444084278768,0.850081037277147,0.770025839793281,0.741293532338308,0.782551528073916,0.729658792650919,0.691542288557214,0.748152096659559,0.814923907707413,0.814524043179588,0.816615927086419
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.85806452 0.82258065 0.87419355 0.8474026  0.84415584],0.802409638554217,0.819277108433735,0.895622895622896,0.940013183915623,0.922380336351876,0.941138421733506,0.81447963800905,0.865384615384615,0.802257525083612,0.830699774266366,0.888888888888889,0.819444444444444,0.896752706078268,0.906565656565657,0.895622895622896
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200,4, low_bits_2, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.64166667 0.66949153 0.66101695 0.62711864 0.66101695],0.6751269035533,0.710659898477157,0.814401622718053,0.896321070234114,0.905405405405405,0.89527027027027,0.652173913043478,0.555555555555556,0.68789013732834,0.666666666666667,0.640449438202247,0.704483978360383,0.80797481636936,0.780933062880324,0.814401622718053
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200,4, low_bits_4, svd,606,202,202,0.6,0.2,0.2, [0.70491803 0.70491803 0.80327869 0.8        0.70833333],0.737623762376238,0.678217821782178,0.855445544554455,0.953488372093023,0.947194719471947,0.953795379537953,0.780082987551867,0.895238095238095,0.731124202258223,0.711111111111111,0.833333333333333,0.685534591194969,0.863295880149813,0.91468253968254,0.855562613714788
svm_model_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158,10, low_bits_4, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.82068966 0.79166667 0.76041667 0.79166667 0.81944444],0.71948608137045,0.691648822269807,0.771885521885522,0.817248459958932,0.828016643550624,0.814840499306519,0.749521988527725,0.80327868852459,0.715540689553775,0.712,0.798206278026906,0.696234286554436,0.781803542673108,0.817340067340067,0.771885521885522
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svd,26,137,163,8, low_bits_4_shifted_2, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.86016949 0.84745763 0.88461538 0.88461538 0.9017094 ],0.728900255754476,0.744245524296675,0.874744376278119,0.966580976863753,0.960817717206133,0.966780238500852,0.742718446601942,0.827027027027027,0.733901863028077,0.779735682819383,0.859223300970874,0.737719758593545,0.879488440727988,0.914110429447853,0.874744376278119
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.89784946 0.85326087 0.86413043 0.82065217 0.84782609],0.804560260586319,0.791530944625407,0.884765625,0.94207650273224,0.934924078091106,0.942516268980477,0.826589595375723,0.916666666666667,0.802704194260486,0.810650887573964,0.845679012345679,0.78835674755215,0.889305816135084,0.912708600770218,0.884359584400961
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,1602,534,534,0.6,0.2,0.2, [0.75465839 0.725      0.721875   0.7625     0.715625  ],0.746770025839793,0.777777777777778,0.843013468013468,0.884403669724771,0.902621722846442,0.882022471910112,0.752525252525253,0.792553191489362,0.74803538971453,0.78391959798995,0.78391959798995,0.777598096867315,0.84643886372993,0.865319865319865,0.843013468013468
svm_model_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163,10, lab, svdn,1542,514,514,0.6,0.2,0.2, [0.56774194 0.5487013  0.54545455 0.49675325 0.55519481],0.510791366906475,0.541966426858513,0.547558922558923,0.624309392265193,0.732814526588846,0.559014267185473,0.6,0.765,0.520748847926267,0.627680311890838,0.741935483870968,0.533467741935484,0.620543593363925,0.73989898989899,0.547558922558923
svm_model_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200,8, low_bits_5, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.65811966 0.76923077 0.70940171 0.76068376 0.68965517],0.812339331619537,0.796915167095116,0.768242548818088,0.762509928514694,0.821917808219178,0.744006849315068,0.819753086419753,0.887700534759358,0.81513739609255,0.809638554216867,0.884210526315789,0.798889182755885,0.783068783068783,0.847034339229969,0.769202448802802
ensemble_model_v2_N4_B196_E200_nb_zones_12_lab_svdne,4,196,200, zones, lab, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.77374302 0.82402235 0.80167598 0.81741573 0.83426966],0.88135593220339,0.857627118644068,0.870791245791246,0.87390350877193,0.892497200447928,0.871220604703247,0.882154882154882,0.903448275862069,0.881724137931034,0.860927152317881,0.866666666666667,0.857471264367816,0.873297565002063,0.890572390572391,0.870791245791246
svm_model_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163,6, low_bits_5, svdne,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.87195122 0.92682927 0.90243902 0.88414634 0.84756098],0.794871794871795,0.798534798534799,0.871156661786237,0.920634920634921,0.919512195121951,0.920731707317073,0.794117647058824,0.755244755244755,0.796853146853147,0.8014440433213,0.81021897810219,0.798491841992271,0.871345029239766,0.863768115942029,0.87123317039705
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,780,260,260,0.6,0.2,0.2, [0.79487179 0.75641026 0.76923077 0.76282051 0.67948718],0.753846153846154,0.707692307692308,0.838461538461539,0.912935323383084,0.941025641025641,0.91025641025641,0.776223776223776,0.798561151079137,0.750520244961056,0.722627737226278,0.7734375,0.708688446969697,0.846041055718475,0.878234398782344,0.838028552423831
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,488,162,162,0.600985221674877,0.199507389162562,0.199507389162562, [0.66326531 0.63265306 0.6122449  0.59183673 0.60416667],0.666666666666667,0.67283950617284,0.818965517241379,0.917355371900826,0.90983606557377,0.918032786885246,0.7,0.759036144578313,0.664328198871435,0.686390532544379,0.773333333333333,0.679770114942529,0.823529411764706,0.853233830845771,0.819299842252154
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svd,40,80,120, zones, low_bits_4, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.82960894 0.81564246 0.77094972 0.77653631 0.7849162 ],0.668941979522184,0.627986348122867,0.872474747474747,0.946260387811634,0.954189944134078,0.945810055865922,0.697819314641744,0.772413793103448,0.669990680335508,0.664615384615385,0.72972972972973,0.626933830382106,0.876376988984088,0.904040404040404,0.872474747474747
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,594,198,198,0.6,0.2,0.2, [0.84166667 0.8        0.83898305 0.76271186 0.81355932],0.666666666666667,0.727272727272727,0.839393939393939,0.936170212765957,0.962962962962963,0.934343434343434,0.688679245283019,0.722772277227723,0.665509849954068,0.773109243697479,0.844036697247706,0.714153180084527,0.850141376060321,0.889546351084813,0.838147916743234
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158,12, low_bits_3, svd,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.81656805 0.82840237 0.80357143 0.7797619  0.82738095],0.783236994219653,0.809248554913295,0.846801346801347,0.871912693854107,0.901425178147268,0.867577197149644,0.755700325732899,0.716049382716049,0.779220343531938,0.805882352941176,0.744565217391304,0.81364063338701,0.847571189279732,0.851851851851852,0.846801346801347
svm_model_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200,4, low_bits_3, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.79545455 0.75       0.77272727 0.72727273 0.68461538],0.689497716894977,0.712328767123288,0.739963503649635,0.768768768768769,0.778115501519757,0.765957446808511,0.690909090909091,0.622950819672131,0.698073347980396,0.683417085427136,0.623853211009174,0.711926605504587,0.737327188940092,0.714285714285714,0.740538379530917
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,990,330,330,0.6,0.2,0.2, [0.74747475 0.73737374 0.74242424 0.71717172 0.75757576],0.7,0.715151515151515,0.817575757575758,0.892857142857143,0.909090909090909,0.890909090909091,0.706231454005935,0.716867469879518,0.699897149573905,0.716867469879518,0.74375,0.715992647058823,0.820512820512821,0.838002436053593,0.817674318147424
svm_model_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200,6, low_bits_4, svdne,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.72560976 0.76219512 0.73170732 0.75609756 0.68292683],0.6996336996337,0.692307692307692,0.72108345534407,0.761904761904762,0.839024390243902,0.737804878048781,0.722972972972973,0.829457364341085,0.706395348837209,0.735849056603773,0.801369863013699,0.684149498435983,0.748846407382993,0.829197080291971,0.720765941027043
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdne,16,142,158,12, low_bits_4_shifted_2, svdne,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.83977901 0.83977901 0.81767956 0.80110497 0.80555556],0.735915492957747,0.77112676056338,0.867003367003367,0.899657924743443,0.872787610619469,0.902654867256637,0.766355140186916,0.831081081081081,0.731717011128776,0.788273615635179,0.889705882352941,0.775934022257552,0.867338371116709,0.869528619528619,0.867003367003367
svm_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdne,32,84,116,12, low_bits_4_shifted_2, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.85833333 0.86388889 0.89444444 0.87709497 0.87430168],0.793103448275862,0.755172413793103,0.893518518518519,0.930760499432463,0.913140311804009,0.93207126948775,0.793103448275862,0.815602836879433,0.793707458708173,0.770226537216828,0.798657718120805,0.753938788138417,0.892842016094875,0.887205387205387,0.893518518518519
svm_model_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200,10, low_bits_5, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.74161074 0.68120805 0.73648649 0.69594595 0.73310811],0.809417040358744,0.76457399103139,0.744949494949495,0.747572815533981,0.830188679245283,0.719676549865229,0.823284823284823,0.88,0.808778280542986,0.791252485089463,0.900452488687783,0.765781799899447,0.769756838905775,0.852693602693603,0.744949494949495
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,964,321,321,0.600249066002491,0.199875466998755,0.199875466998755, [0.59793814 0.63402062 0.625      0.61979167 0.65625   ],0.560747663551402,0.579439252336449,0.793275217932752,0.941787941787942,0.939834024896265,0.941908713692946,0.576576576576577,0.56140350877193,0.560701754385965,0.576802507836991,0.560975609756098,0.57985086220289,0.794299876084263,0.784577723378213,0.793429546099753
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200,4, low_bits_3, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.75       0.66101695 0.70338983 0.69491525 0.54237288],0.725888324873096,0.715736040609137,0.804259634888438,0.855652173913043,0.831081081081081,0.859797297297297,0.7,0.617647058823529,0.729876160990712,0.708333333333333,0.623853211009174,0.726699332777314,0.796198521647307,0.743589743589744,0.806032867619506
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svd,40,80,120,12, low_bits_4_shifted_2, svd,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.92391304 0.93206522 0.92934783 0.94565217 0.92663043],0.779850746268657,0.854477611940298,0.953703703703704,0.993456924754635,0.990217391304348,0.993478260869565,0.801346801346801,0.881481481481482,0.779086605402395,0.862190812720848,0.917293233082707,0.85494291283765,0.954432477216239,0.96969696969697,0.953703703703704
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_shifted_2_svdne,4,196,200, zones, low_bits_4_shifted_2, svdne,1794,598,598,0.6,0.2,0.2, [0.73611111 0.68888889 0.68435754 0.72346369 0.72346369],0.718213058419244,0.728522336769759,0.832070707070707,0.866292134831461,0.859531772575251,0.867335562987737,0.72108843537415,0.746478873239437,0.718877020512336,0.742671009771987,0.76510067114094,0.727620758105681,0.832423351532969,0.834175084175084,0.832070707070707
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152,12, low_bits_2, svdn,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.48265896 0.51734104 0.45639535 0.48546512 0.48546512],0.478527607361963,0.496932515337423,0.859006734006734,0.999419616947185,0.998839907192575,0.999419953596288,0.444444444444444,0.425,0.477560240963855,0.474358974358974,0.44578313253012,0.49789156626506,0.856898761213157,0.844276094276094,0.859006734006734
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.80327869 0.77868852 0.78278689 0.78688525 0.80737705],0.682266009852217,0.684729064039409,0.864173228346457,0.98428453267163,0.975409836065574,0.984426229508197,0.727272727272727,0.815165876777251,0.676813707619395,0.716814159292035,0.839378238341969,0.691989588654552,0.87066541705717,0.916173570019724,0.864275390117917
ensemble_model_v2_N8_B192_E200_nb_zones_12_lab_svd,8,192,200, zones, lab, svd,1722,574,574,0.6,0.2,0.2, [0.83526012 0.82848837 0.80523256 0.80813953 0.85174419],0.889908256880734,0.871559633027523,0.899410774410774,0.908366533864542,0.926829268292683,0.90650406504065,0.891566265060241,0.948717948717949,0.892487629329735,0.885245901639344,0.947368421052632,0.867914979757085,0.902647657841141,0.932659932659933,0.899410774410774
svm_model_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166,8, lab, svdn,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.53181818 0.47272727 0.52272727 0.52727273 0.51818182],0.565573770491803,0.494535519125683,0.607532751091703,0.673629242819843,0.703636363636364,0.659090909090909,0.584856396866841,0.602150537634409,0.564964157706093,0.536340852130326,0.581521739130435,0.494057572861921,0.627654065251165,0.658695652173913,0.607308352402746
svm_model_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200,4, low_bits_4, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.75833333 0.6779661  0.76271186 0.74576271 0.78813559],0.649746192893401,0.695431472081218,0.734279918864097,0.76949740034662,0.75,0.775337837837838,0.631016042780749,0.572815533980582,0.653429043586036,0.63855421686747,0.582417582417582,0.687435206303131,0.718279569892473,0.681632653061224,0.733961487820935
ensemble_model_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163,6, low_bits_5, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.93085106 0.90860215 0.94623656 0.87096774 0.89784946],0.770967741935484,0.754838709677419,0.884664948453608,0.965442764578834,0.959227467811159,0.965665236051502,0.791788856304985,0.849056603773585,0.768899162813945,0.777777777777778,0.852564102564103,0.754204129204129,0.88875077688005,0.915492957746479,0.884465026214355
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.81465517 0.79310345 0.77391304 0.7826087  0.74347826],0.765625,0.770833333333333,0.866285119667013,0.930026572187777,0.909878682842288,0.931542461005199,0.754098360655738,0.700507614213198,0.76736610657184,0.756906077348067,0.706185567010309,0.771513836136734,0.861604738826063,0.826446280991735,0.866577438189788
svm_model_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200,6, low_bits_2, svd,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.66666667 0.7183908  0.7183908  0.68390805 0.73837209],0.667820069204152,0.726643598615917,0.701936376210235,0.736082474226804,0.82258064516129,0.705069124423963,0.657142857142857,0.63013698630137,0.668215346297538,0.740983606557377,0.729032258064516,0.726456427539721,0.722829581993569,0.764625850340136,0.70087832601395
svm_model_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116,12, low_bits_6, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.92977528 0.9241573  0.91292135 0.8988764  0.93539326],0.835570469798658,0.835570469798658,0.931818181818182,0.964044943820225,0.964044943820225,0.964044943820225,0.837209302325581,0.807692307692308,0.83694474539545,0.830449826989619,0.845070422535211,0.835996749729144,0.931645569620253,0.929292929292929,0.931818181818182
svm_model_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163,8, low_bits_3, svdne,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.83846154 0.82307692 0.76153846 0.85       0.82307692],0.801385681293302,0.840646651270208,0.829178208679594,0.837490551776266,0.852307692307692,0.834615384615385,0.815450643776824,0.855855855855856,0.799965842619871,0.851612903225807,0.908256880733945,0.84017495199488,0.835847382431233,0.864220183486239,0.828950240442004
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,510,170,170,0.6,0.2,0.2, [0.78431373 0.69607843 0.7745098  0.69607843 0.75490196],0.711764705882353,0.717647058823529,0.84,0.92485549132948,0.941176470588235,0.923529411764706,0.735135135135135,0.764044943820225,0.709182965737273,0.736263736263736,0.807228915662651,0.719706411854314,0.846501128668171,0.878220140515222,0.839819290115767
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svdn,40,80,120, zones, low_bits_3, svdn,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.56666667 0.60555556 0.68333333 0.6396648  0.59776536],0.596551724137931,0.610344827586207,0.84006734006734,0.917582417582418,0.929844097995546,0.916481069042316,0.652818991097923,0.743243243243243,0.593452607537115,0.64797507788162,0.732394366197183,0.612818804720213,0.846650524616626,0.882996632996633,0.84006734006734
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166,6, low_bits_2, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.5        0.55421687 0.54268293 0.51829268 0.48780488],0.562043795620438,0.5,0.548104956268222,0.59075535512965,0.635922330097087,0.559466019417476,0.568345323741007,0.593984962406015,0.562949928011518,0.515901060070671,0.553030303030303,0.501867264191208,0.57182320441989,0.611521418020679,0.548926176636239
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120,12, low_bits_2, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.56353591 0.55248619 0.56353591 0.55801105 0.58611111],0.559859154929578,0.559859154929578,0.886363636363636,0.988950276243094,0.990044247787611,0.988938053097345,0.581939799331104,0.612676056338028,0.559859154929578,0.545454545454546,0.528169014084507,0.559859154929578,0.886744966442953,0.88973063973064,0.886363636363636
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200,6, low_bits_4, svdne,918,306,306,0.6,0.2,0.2, [0.70108696 0.70108696 0.66304348 0.66847826 0.71428571],0.705882352941176,0.683006535947712,0.794771241830065,0.864461045891142,0.882352941176471,0.861655773420479,0.642857142857143,0.554794520547945,0.699272260273973,0.659649122807018,0.55952380952381,0.696428571428571,0.786974219810041,0.750323415265201,0.795240967870381
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200,8, low_bits_5, svd,1206,402,402,0.6,0.2,0.2, [0.80991736 0.7768595  0.80578512 0.8        0.82083333],0.689054726368159,0.73134328358209,0.82089552238806,0.891730605285592,0.867330016583748,0.89469320066335,0.691358024691358,0.7,0.689108910891089,0.728643216080402,0.743589743589744,0.731698253437384,0.817813765182186,0.809619238476954,0.820817524376817
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163,8, low_bits_6, svd,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.86086957 0.85652174 0.82894737 0.89912281 0.87280702],0.829396325459318,0.792650918635171,0.863064008394544,0.899914456800684,0.91958041958042,0.897727272727273,0.830287206266319,0.836842105263158,0.829415817029485,0.794805194805195,0.805263157894737,0.792683934968311,0.865255549819308,0.880252100840336,0.863082025262935
ensemble_model_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200,4, low_bits_4, svdne,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.71186441 0.79661017 0.74137931 0.71551724 0.76724138],0.72680412371134,0.716494845360825,0.799382716049383,0.849220103986135,0.839041095890411,0.851027397260274,0.753488372093023,0.801980198019802,0.723570744171191,0.744186046511628,0.808080808080808,0.714566719829878,0.80635551142006,0.82520325203252,0.799059959349593
svm_model_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158,12, lab, svdne,1818,606,606,0.6,0.2,0.2, [0.8543956  0.85164835 0.86538462 0.87912088 0.90607735],0.863799283154122,0.845878136200717,0.873316498316498,0.884696016771489,0.928492849284928,0.878987898789879,0.868055555555556,0.961538461538462,0.870030975735674,0.862619808306709,0.906040268456376,0.841481672689726,0.880031885213232,0.929292929292929,0.873316498316498
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svd,26,137,163, zones, low_bits_4_shifted_2, svd,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.82051282 0.8034188  0.82478632 0.84615385 0.83189655],0.758354755784062,0.67866323907455,0.858170606372045,0.950734658599827,0.941780821917808,0.951198630136986,0.795652173913043,0.933673469387755,0.756992175108385,0.735729386892178,0.874371859296482,0.674028034911399,0.867942583732057,0.926455566905005,0.857746914786525
svm_model_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116,12, low_bits_5, svdne,1848,616,616,0.6,0.2,0.2, [0.88918919 0.88108108 0.89189189 0.87837838 0.86141304],0.568181818181818,0.587121212121212,0.840488215488215,0.915401301518438,0.913419913419914,0.915584415584416,0.656626506024096,0.844961240310077,0.574332472006891,0.682215743440233,0.866666666666667,0.58062015503876,0.849543469630806,0.900673400673401,0.840488215488215
svm_model_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200,6, low_bits_3, svdne,990,330,330,0.6,0.2,0.2, [0.81818182 0.74747475 0.81818182 0.74242424 0.77777778],0.678787878787879,0.745454545454545,0.766060606060606,0.795833333333333,0.771717171717172,0.802020202020202,0.66025641025641,0.624242424242424,0.678787878787879,0.742331288343558,0.785714285714286,0.747970779220779,0.758448060075094,0.744471744471744,0.765776542092331
svm_model_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158,10, low_bits_5, svdne,1574,524,524,0.600305110602593,0.199847444698703,0.199847444698703, [0.86392405 0.80379747 0.84394904 0.82802548 0.8566879 ],0.775561097256858,0.738154613466334,0.813131313131313,0.842504743833017,0.846251588310038,0.841804320203304,0.784688995215311,0.828282828282828,0.776210379658656,0.768211920529801,0.857142857142857,0.736652236652237,0.818923327895595,0.845117845117845,0.813131313131313
ensemble_model_v2_N26_B137_E163_nb_zones_6_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,776,258,258,0.60061919504644,0.19969040247678,0.19969040247678, [0.85897436 0.92948718 0.91666667 0.92207792 0.91558442],0.779069767441861,0.794573643410853,0.904024767801858,0.982005141388175,0.984536082474227,0.981958762886598,0.761506276150628,0.771186440677966,0.778450363196126,0.798479087452472,0.801526717557252,0.794464146180201,0.903125,0.907378335949764,0.904070847364195
svm_model_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166,6, low_bits_3, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.79120879 0.77222222 0.79444444 0.73888889 0.79444444],0.793333333333333,0.84,0.798268974700399,0.797481636935992,0.842572062084257,0.786031042128603,0.810975609756098,0.847133757961784,0.790699746113759,0.861271676300578,0.892215568862275,0.83332582954392,0.813767670559312,0.854193548387097,0.796422771442517
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,1152,384,384,0.6,0.2,0.2, [0.56034483 0.49130435 0.53913043 0.50869565 0.5173913 ],0.481770833333333,0.510416666666667,0.7921875,0.989528795811518,0.984375,0.989583333333333,0.469333333333333,0.465608465608466,0.481522181522182,0.494623655913979,0.48936170212766,0.509986973512809,0.789223454833597,0.783840503672613,0.792127077068985
svm_model_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120,12, lab, svdne,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.94767442 0.9505814  0.95321637 0.96491228 0.93567251],0.945619335347432,0.91238670694864,0.965909090909091,0.979809976247031,0.962660443407235,0.980163360560093,0.947976878612717,0.947976878612717,0.945507426648131,0.910216718266254,0.930379746835443,0.913166752030438,0.965575860603485,0.956228956228956,0.965909090909091
ensemble_model_v2_N8_B192_E200_nb_zones_4_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.68627451 0.65686275 0.78431373 0.72       0.66      ],0.702380952380952,0.678571428571429,0.815914489311164,0.896969696969697,0.877470355731225,0.899209486166008,0.71264367816092,0.71264367816092,0.702000851426139,0.674698795180723,0.674698795180723,0.678525868178597,0.81437125748503,0.803782505910166,0.815972398539808
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200,6, low_bits_2, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.65294118 0.69411765 0.65294118 0.68235294 0.67857143],0.730496453900709,0.719858156028369,0.810906515580736,0.868852459016394,0.875,0.867924528301887,0.751633986928104,0.777027027027027,0.728065752319484,0.745980707395498,0.8,0.717518248175182,0.81849082256968,0.839609483960948,0.810452223994863
svm_model_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200,6, low_bits_3, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.71348315 0.71348315 0.70454545 0.76136364 0.71590909],0.69047619047619,0.704081632653061,0.717391304347826,0.726436781609195,0.714932126696833,0.730769230769231,0.70926517571885,0.75,0.690068493150685,0.722044728434505,0.795774647887324,0.707097850259451,0.72192513368984,0.737704918032787,0.717501107665042
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.71176471 0.79761905 0.69047619 0.77380952 0.71428571],0.617857142857143,0.692857142857143,0.815977175463623,0.923976608187134,0.938242280285036,0.922802850356295,0.619217081850534,0.587837837837838,0.619676494676494,0.683823529411765,0.65034965034965,0.693787963860957,0.816761363636364,0.807584269662921,0.816110975411171
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158,10, low_bits_4, svdne,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.73899371 0.72955975 0.76415094 0.76582278 0.73734177],0.683544303797468,0.708860759493671,0.844276094276094,0.918032786885246,0.918032786885246,0.918032786885246,0.730021598272138,0.836633663366337,0.679974862771251,0.738041002277904,0.839378238341969,0.711768327091777,0.85128617363344,0.891414141414141,0.844276094276094
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200,6, low_bits_3, svdne,858,286,286,0.6,0.2,0.2, [0.80232558 0.81976744 0.85465116 0.77906977 0.76470588],0.737762237762238,0.713286713286713,0.808391608391608,0.862837045720985,0.857808857808858,0.863636363636364,0.731182795698925,0.733812949640288,0.737654774139872,0.713286713286713,0.728571428571429,0.713600782778865,0.806770098730607,0.807909604519774,0.808386935223876
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200,10, low_bits_5, svdne,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.75177305 0.71785714 0.71785714 0.73571429 0.77142857],0.73661670235546,0.753747323340471,0.803082191780822,0.846473029045643,0.873038516405135,0.841654778887304,0.74639175257732,0.780172413793103,0.73689471753485,0.770459081836327,0.814345991561181,0.752825169693634,0.810855263157895,0.842735042735043,0.803014176599082
svm_model_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200,8, low_bits_6, svdne,1218,406,406,0.6,0.2,0.2, [0.79918033 0.81967213 0.77868852 0.81147541 0.83884298],0.701970443349754,0.731527093596059,0.775862068965517,0.807527801539778,0.77504105090312,0.815270935960591,0.693670886075949,0.658653846153846,0.703064296814297,0.713910761154856,0.653846153846154,0.733488733488734,0.766066838046273,0.726829268292683,0.776349957529426
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163,8, low_bits_3, svdne,1122,374,374,0.6,0.2,0.2, [0.83628319 0.83482143 0.83928571 0.80357143 0.82589286],0.762032085561497,0.818181818181818,0.836898395721925,0.873935264054514,0.914438502673797,0.868092691622103,0.780246913580247,0.868131868131868,0.764795100732601,0.826530612244898,0.852631578947368,0.817620137299771,0.845256215119229,0.892818863879957,0.83701775637968
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166,6, low_bits_2, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.5        0.43373494 0.52409639 0.4939759  0.53012048],0.528985507246377,0.510869565217391,0.808248914616498,1,1,1,0.551724137931034,0.625,0.535472972972973,0.551495016611296,0.568493150684932,0.507323498419389,0.813511611541168,0.838896952104499,0.808337364941139
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200,6, low_bits_4, svd,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.67816092 0.73563218 0.74137931 0.76744186 0.72093023],0.746527777777778,0.711805555555556,0.735090152565881,0.761603375527426,0.833718244803695,0.739030023094688,0.74914089347079,0.789855072463768,0.748260869565217,0.744615384615385,0.796052631578947,0.706849845201238,0.755754475703325,0.817427385892116,0.734861119927977
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158,12, low_bits_2, svd,1830,610,610,0.6,0.2,0.2, [0.80874317 0.77868852 0.80601093 0.81420765 0.79508197],0.82051282051282,0.82051282051282,0.850589225589225,0.861455525606469,0.873224043715847,0.859562841530055,0.815094339622641,0.776978417266187,0.821325029528616,0.813688212927756,0.798507462686567,0.820117040695802,0.851028115820394,0.853535353535353,0.850589225589225
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svd,8,192,200, zones, low_bits_4_shifted_2, svd,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.73033708 0.74719101 0.72191011 0.75842697 0.71910112],0.761744966442953,0.788590604026846,0.845959595959596,0.869955156950673,0.87191011235955,0.869662921348315,0.791788856304985,0.882352941176471,0.75841784989858,0.802507836990596,0.882758620689655,0.791052512959207,0.850245499181669,0.874579124579125,0.845959595959596
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.65044248 0.69469027 0.70535714 0.79017857 0.70982143],0.732620320855615,0.745989304812834,0.831730769230769,0.892280071813286,0.884341637010676,0.893238434163701,0.719101123595506,0.703296703296703,0.731856684981685,0.755784061696658,0.720588235294118,0.748529411764706,0.830554061323292,0.814345991561181,0.83195654556414
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svd,40,80,120, zones, low_bits_6, svd,1860,620,620,0.6,0.2,0.2, [0.94892473 0.93817204 0.92204301 0.94086022 0.93817204],0.779069767441861,0.736434108527132,0.928872053872054,0.975982532751092,0.961290322580645,0.976344086021506,0.798586572438163,0.849624060150376,0.776812030075188,0.76056338028169,0.864,0.740270676691729,0.929553980825344,0.938552188552189,0.928872053872054
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200,6, low_bits_3, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.76829268 0.75       0.75925926 0.74691358 0.72222222],0.745387453874539,0.749077490774908,0.815634218289086,0.86269744835966,0.872235872235872,0.861179361179361,0.761245674740484,0.866141732283464,0.752515310586177,0.763888888888889,0.808823529411765,0.748856209150327,0.821428571428572,0.858208955223881,0.816130716678996
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166,6, low_bits_3, svdne,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.77272727 0.86734694 0.85204082 0.87244898 0.83673469],0.761467889908257,0.749235474006116,0.833129584352078,0.887112887112887,0.904276985743381,0.884928716904277,0.775862068965517,0.876623376623376,0.767791457097816,0.787564766839378,0.863636363636364,0.739765201685732,0.842651296829971,0.890377588306943,0.832918855503165
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.68181818 0.73863636 0.68181818 0.6875     0.65909091],0.709897610921502,0.686006825938566,0.805593451568895,0.876993166287016,0.875,0.877272727272727,0.761904761904762,0.855345911949686,0.696329672392753,0.729411764705882,0.810457516339869,0.680228758169935,0.819047619047619,0.857712765957447,0.804206523034746
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svd,16,142,158, zones, low_bits_3, svd,1660,553,553,0.600144613159798,0.199927693420101,0.199927693420101, [0.79518072 0.80722892 0.79819277 0.78614458 0.79819277],0.818435754189944,0.804469273743017,0.859006734006734,0.882491186839013,0.904819277108433,0.879518072289157,0.822888283378746,0.877906976744186,0.82067391847962,0.822335025380711,0.870967741935484,0.801762940735184,0.86398700771417,0.895622895622896,0.859006734006734
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_shifted_2_svdne,16,142,158, zones, low_bits_4_shifted_2, svdne,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.83035714 0.80357143 0.79464286 0.77678571 0.82934132],0.796561604584527,0.810888252148997,0.889309764309764,0.924731182795699,0.922526817640048,0.924910607866508,0.808625336927224,0.833333333333333,0.795364891518738,0.802395209580838,0.792899408284024,0.810338593030901,0.889449348465742,0.890572390572391,0.889309764309764
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158,12, low_bits_6, svd,1888,629,629,0.600127145581691,0.199936427209155,0.199936427209155, [0.82539683 0.81746032 0.87566138 0.83068783 0.83244681],0.864754098360656,0.885245901639344,0.853956228956229,0.850574712643678,0.86228813559322,0.848516949152542,0.885017421602787,0.9921875,0.858162715517241,0.890625,0.982758620689655,0.889816810344828,0.858770858770859,0.888047138047138,0.853956228956229
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163,8, low_bits_6, svd,1206,402,402,0.6,0.2,0.2, [0.84297521 0.8553719  0.83471074 0.87083333 0.84583333],0.835820895522388,0.833333333333333,0.881094527363184,0.915064102564103,0.946932006633499,0.912106135986733,0.847926267281106,0.897560975609756,0.834567289835335,0.843822843822844,0.887254901960784,0.832516339869281,0.886783514921838,0.924901185770751,0.880787266232069
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163,8, low_bits_5, svd,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.90434783 0.89565217 0.86842105 0.92982456 0.89912281],0.782152230971129,0.79002624671916,0.883001049317943,0.947275922671353,0.942307692307692,0.947552447552448,0.785529715762274,0.76,0.783314917127072,0.78494623655914,0.797814207650273,0.790321245239278,0.882445967316816,0.876439790575916,0.883014847969346
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,972,324,324,0.6,0.2,0.2, [0.73469388 0.79896907 0.77835052 0.77835052 0.80412371],0.722222222222222,0.712962962962963,0.831481481481482,0.908163265306122,0.915637860082304,0.907407407407407,0.756756756756757,0.818713450292398,0.716546267629859,0.731988472622478,0.824675324675325,0.718220015278839,0.839127872716558,0.877928483353884,0.83142406862379
svm_model_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163,8, low_bits_2, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.81623932 0.82327586 0.79310345 0.86637931 0.80603448],0.764857881136951,0.790697674418605,0.8125,0.834917891097666,0.831325301204819,0.835628227194492,0.754716981132076,0.696517412935323,0.767613545177339,0.76657060518732,0.703703703703704,0.788720538720539,0.8064,0.778578784757981,0.812605454555157
ensemble_model_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163,10, lab, svdn,1458,486,486,0.6,0.2,0.2, [0.49657534 0.52739726 0.49315068 0.54452055 0.49655172],0.4880174291939,0.5119825708061,0.806818181818182,1,1,1,0.459770114942529,0.454545454545455,0.48668695321415,0.515151515151515,0.497907949790795,0.512590338531761,0.805095541401274,0.797979797979798,0.806818181818182
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_svdne,32,84,116, zones, low_bits_4, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.80978261 0.73913043 0.81693989 0.80327869 0.77595628],0.66789667896679,0.682656826568266,0.85016835016835,0.904559915164369,0.93020719738277,0.90185387131952,0.707792207792208,0.731543624161074,0.660853779293652,0.686131386861314,0.770491803278688,0.690615029156123,0.855753646677472,0.888888888888889,0.85016835016835
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200,6, low_bits_4, svd,828,276,276,0.6,0.2,0.2, [0.70481928 0.81325301 0.74096386 0.79518072 0.70731707],0.768115942028985,0.706521739130435,0.797826086956522,0.842723004694836,0.867149758454106,0.83816425120773,0.764705882352941,0.8,0.76986301369863,0.727272727272727,0.72972972972973,0.704708614864865,0.8036593947924,0.82514450867052,0.797746672939911
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163,8, low_bits_4, svdn,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.56692913 0.56299213 0.51968504 0.58661417 0.56349206],0.563981042654028,0.545023696682464,0.566287878787879,0.626038781163435,0.712933753943218,0.574132492113565,0.606837606837607,0.648401826484018,0.560654115212452,0.598326359832636,0.694174757281553,0.548476267529666,0.61673640167364,0.695939565627951,0.565918500762693
svm_model_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200,12, low_bits_6, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.74590164 0.74043716 0.7431694  0.76373626 0.76373626],0.756363636363636,0.810909090909091,0.785774410774411,0.790772532188841,0.807228915662651,0.786418400876232,0.764912280701754,0.879032258064516,0.767330698568682,0.842424242424242,0.920529801324503,0.798974578081606,0.794675272287213,0.829124579124579,0.785774410774411
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svd,16,184,200,4, low_bits_4_shifted_2, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.88392857 0.85714286 0.86363636 0.88181818 0.79090909],0.684782608695652,0.679347826086957,0.836225596529284,0.938405797101449,0.935018050541516,0.938628158844765,0.704081632653061,0.802325581395349,0.691979117228287,0.712195121951219,0.768421052631579,0.676345357776464,0.841552990556139,0.875545851528384,0.836479822315916
ensemble_model_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158,10, low_bits_5, svdne,1410,470,470,0.6,0.2,0.2, [0.85106383 0.80851064 0.84397163 0.85106383 0.85460993],0.8,0.81063829787234,0.874042553191489,0.916972814107274,0.885106382978723,0.919858156028369,0.778301886792453,0.702127659574468,0.8,0.787589498806682,0.723684210526316,0.808123096998695,0.865698729582577,0.816780821917808,0.873703439723709
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svdn,4,148,152, zones, low_bits_2, svdn,1664,554,554,0.6002886002886,0.1998556998557,0.1998556998557, [0.52095808 0.49101796 0.55722892 0.54216867 0.52710843],0.502808988764045,0.50561797752809,0.847222222222222,0.993983152827918,0.992788461538462,0.993990384615385,0.498583569405099,0.497175141242938,0.502777514755547,0.524324324324324,0.541899441340782,0.505412997506549,0.847798742138365,0.851010101010101,0.847222222222222
svm_model_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200,12, lab, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.84636872 0.83519553 0.8603352  0.8547486  0.87988827],0.822525597269625,0.808873720136519,0.845959595959596,0.862179487179487,0.901675977653631,0.855865921787709,0.834394904458599,0.942446043165467,0.828365878725591,0.83625730994152,0.928571428571429,0.802415210688592,0.855221518987342,0.90993265993266,0.845959595959596
ensemble_model_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158,12, lab, svdne,1782,594,594,0.6,0.2,0.2, [0.85195531 0.91011236 0.90168539 0.88202247 0.86516854],0.845117845117845,0.811447811447811,0.892255892255892,0.915011037527594,0.930415263748597,0.91358024691358,0.862275449101796,0.95364238410596,0.843259548217364,0.82716049382716,0.917808219178082,0.813208745350631,0.896356275303644,0.931818181818182,0.892255892255892
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,818,272,272,0.600587371512482,0.199706314243759,0.199706314243759, [0.87195122 0.84146341 0.8597561  0.84756098 0.84567901],0.794117647058823,0.720588235294118,0.854625550660793,0.920096852300242,0.929095354523227,0.919315403422983,0.829268292682927,0.894736842105263,0.780701754385965,0.757961783439491,0.86231884057971,0.718472853125676,0.865122615803815,0.908440629470672,0.853164507797176
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdne,26,137,163,8, low_bits_4_shifted_2, svdne,1308,436,436,0.6,0.2,0.2, [0.85496183 0.88167939 0.83969466 0.85496183 0.82307692],0.761467889908257,0.731651376146789,0.827981651376147,0.878740157480315,0.853211009174312,0.882262996941896,0.788617886178862,0.869955156950673,0.758921240447167,0.758762886597938,0.836363636363636,0.730681818181818,0.833110814419226,0.853236098450319,0.827818418569573
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200,8, low_bits_4, svd,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.77419355 0.76612903 0.71544715 0.80081301 0.74796748],0.683698296836983,0.666666666666667,0.723735408560311,0.743829787234042,0.708265802269044,0.756077795786062,0.691943127962085,0.705314009661836,0.683539357772094,0.665036674816626,0.653846153846154,0.666824554755589,0.716849451645065,0.696705426356589,0.723840994428295
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200,8, low_bits_6, svdne,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.74230769 0.70155039 0.74031008 0.71705426 0.72868217],0.793023255813954,0.802325581395349,0.859200743494424,0.902346707040121,0.922600619195046,0.90015479876161,0.805251641137856,0.832579185520362,0.791887678884583,0.804597701149425,0.833333333333333,0.803030303030303,0.863081789426118,0.886722376973073,0.859175141974909
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.64835165 0.67032967 0.61538462 0.64285714 0.61111111],0.735099337748344,0.711920529801324,0.818121693121693,0.877272727272727,0.85022026431718,0.881057268722467,0.738562091503268,0.753333333333333,0.735219298245614,0.710963455149502,0.718120805369127,0.712001579155152,0.815063887020847,0.804780876494024,0.818068962621188
ensemble_model_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166,8, lab, svdn,1310,436,436,0.600366636113657,0.199816681943171,0.199816681943171, [0.54198473 0.53053435 0.52671756 0.6259542  0.59160305],0.527522935779816,0.527522935779816,0.809349220898258,0.996946564885496,0.996946564885496,0.996946564885496,0.523148148148148,0.535545023696682,0.527772511848341,0.565400843881857,0.595555555555556,0.525265929436545,0.812274368231047,0.824931255728689,0.809349220898259
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120,12, low_bits_5, svd,1872,624,624,0.6,0.2,0.2, [0.89361702 0.89037433 0.9144385  0.90641711 0.90106952],0.607142857142857,0.607142857142857,0.912878787878788,0.995169082125604,0.990384615384615,0.995192307692308,0.664406779661017,0.777777777777778,0.607142857142857,0.673267326732673,0.80952380952381,0.607142857142857,0.91588785046729,0.948653198653198,0.912878787878788
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166,4, low_bits_4, svd,672,224,224,0.6,0.2,0.2, [0.875      0.86567164 0.88059701 0.80597015 0.76865672],0.736607142857143,0.736607142857143,0.85,0.925149700598802,0.919642857142857,0.925595238095238,0.764940239043825,0.80672268907563,0.731932773109244,0.761133603238866,0.824561403508772,0.735007974481659,0.855917667238422,0.876977152899824,0.849559356849186
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.828125   0.8515625  0.80859375 0.87007874 0.86614173],0.790588235294118,0.76,0.864063969896519,0.923794712286159,0.931034482758621,0.923197492163009,0.795402298850575,0.808411214953271,0.790461531647252,0.773333333333333,0.787330316742081,0.758861236802413,0.866881621372639,0.876980428704567,0.863941306470042
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svd,16,184,200,4, low_bits_4_shifted_2, svd,630,210,210,0.6,0.2,0.2, [0.66666667 0.69047619 0.71428571 0.73809524 0.69047619],0.69047619047619,0.728571428571429,0.883809523809524,1,1,1,0.688995215311005,0.73469387755102,0.693239795918367,0.72463768115942,0.728155339805825,0.728563651211324,0.883365200764818,0.895348837209302,0.884004006619633
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.49468085 0.44680851 0.52688172 0.5483871  0.4516129 ],0.501607717041801,0.491961414790997,0.794987146529563,0.993589743589744,0.995717344753747,0.993576017130621,0.511041009463722,0.509433962264151,0.501427507447865,0.455172413793104,0.448979591836735,0.489733698357392,0.793259883344135,0.791720569210867,0.794966287159712
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,840,280,280,0.6,0.2,0.2, [0.74404762 0.64285714 0.66071429 0.74404762 0.68452381],0.717857142857143,0.710714285714286,0.802142857142857,0.860215053763441,0.857142857142857,0.860714285714286,0.712727272727273,0.715328467153285,0.717804093716502,0.719723183391004,0.68421052631579,0.713199013157895,0.802284082798001,0.792665726375176,0.802266292999455
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.73448276 0.71724138 0.78275862 0.76206897 0.65277778],0.693965517241379,0.728448275862069,0.816498316498316,0.88477366255144,0.890883977900553,0.883977900552486,0.704166666666667,0.747787610619469,0.695322376738306,0.740740740740741,0.756302521008403,0.727708782628095,0.82013201320132,0.836700336700337,0.816498316498316
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116,12, low_bits_6, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.9132948  0.91040462 0.90406977 0.92151163 0.90697674],0.809815950920245,0.776073619631902,0.914983164983165,0.96061140505585,0.947795823665893,0.961136890951276,0.825842696629213,0.907407407407407,0.810411020776874,0.784660766961652,0.810975609756098,0.775858175248419,0.915692821368948,0.923400673400673,0.914983164983165
svm_model_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200,8, low_bits_5, svdne,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.75438596 0.78508772 0.76315789 0.79646018 0.78318584],0.708994708994709,0.711640211640212,0.753171247357294,0.792642140468228,0.834507042253521,0.781690140845071,0.704301075268817,0.752873563218391,0.712221095334686,0.721227621483376,0.723076923076923,0.711265237494746,0.761613067891782,0.79615795090715,0.753576357652528
svm_model_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200,6, low_bits_2, svdne,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.66326531 0.69897959 0.65463918 0.71134021 0.65463918],0.728395061728395,0.731481481481482,0.700369913686806,0.696585365853658,0.73305954825462,0.680698151950719,0.762162162162162,0.834319526627219,0.723611376216835,0.759002770083102,0.791907514450867,0.727079585040003,0.723234624145786,0.765983112183353,0.69888058509546
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.74662162 0.75337838 0.71283784 0.72297297 0.74489796],0.701559020044543,0.694877505567929,0.810185185185185,0.881578947368421,0.906630581867388,0.878213802435724,0.723140495867769,0.751072961373391,0.699610554760769,0.694877505567929,0.722222222222222,0.695875059608965,0.816143497757848,0.842592592592593,0.810185185185185
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svd,16,184,200, zones, low_bits_4_shifted_2, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.78571429 0.86607143 0.75892857 0.83928571 0.79464286],0.682795698924731,0.688172043010753,0.861587982832618,0.978723404255319,0.985714285714286,0.978571428571428,0.670391061452514,0.6,0.68953488372093,0.688172043010753,0.65979381443299,0.689447469014248,0.861141011840689,0.838574423480084,0.862144354597185
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdne,32,84,116,12, low_bits_4_shifted_2, svdne,1884,628,628,0.6,0.2,0.2, [0.87566138 0.87566138 0.89893617 0.90159574 0.89893617],0.776422764227642,0.788617886178862,0.921717171717172,0.956759715380405,0.927813163481953,0.958067940552017,0.775510204081633,0.833333333333333,0.78030303030303,0.81294964028777,0.856060606060606,0.78329346092504,0.920851063829787,0.910774410774411,0.921717171717172
svm_model_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200,8, low_bits_3, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.77777778 0.7008547  0.70512821 0.73706897 0.75      ],0.739690721649485,0.747422680412371,0.762100926879506,0.770305676855895,0.756432246998285,0.774442538593482,0.743002544529262,0.780748663101604,0.741120600207519,0.758620689655172,0.793814432989691,0.747422680412371,0.762345679012346,0.768672199170125,0.762147960525757
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163,8, low_bits_2, svdne,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.87826087 0.86521739 0.87719298 0.88596491 0.86403509],0.745406824146982,0.692913385826772,0.823189926547744,0.894420600858369,0.910839160839161,0.892482517482518,0.741333333333333,0.658767772511848,0.755854474491218,0.59515570934256,0.505882352941176,0.674742124337887,0.815746309458721,0.782791185729276,0.823189926547744
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166,4, low_bits_4, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.80327869 0.83606557 0.86065574 0.85245902 0.81967213],0.640394088669951,0.625615763546798,0.853346456692913,1,1,1,0.663594470046083,0.685714285714286,0.638775510204082,0.612244897959184,0.625,0.625584112149533,0.854349951124145,0.863636363636364,0.853386809269162
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,1146,382,382,0.6,0.2,0.2, [0.86956522 0.86521739 0.8173913  0.8377193  0.86403509],0.793193717277487,0.819371727748691,0.891623036649215,0.948200175592625,0.942408376963351,0.948516579406632,0.81145584725537,0.862944162436548,0.790931540677734,0.832116788321168,0.881443298969072,0.818381223952621,0.894870492635856,0.913900414937759,0.89141109541814
ensemble_model_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120,12, lab, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.95054945 0.97252747 0.9532967  0.9558011  0.96961326],0.889285714285714,0.9,0.964646464646465,0.986056887897379,0.973568281938326,0.986233480176212,0.893470790378007,0.928571428571429,0.889285714285714,0.901408450704225,0.914285714285714,0.9,0.964527027027027,0.961279461279461,0.964646464646465
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163,8, low_bits_5, svd,1164,388,388,0.6,0.2,0.2, [0.82905983 0.87606838 0.875      0.84482759 0.86206897],0.747422680412371,0.755154639175258,0.871649484536082,0.95079086115993,0.929553264604811,0.951890034364261,0.772093023255814,0.922222222222222,0.759188034188034,0.795698924731183,0.906862745098039,0.746909633418585,0.877520905066404,0.923395445134576,0.871861993614516
ensemble_model_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116,12, low_bits_5, svdne,1644,548,548,0.6,0.2,0.2, [0.86060606 0.84545455 0.85670732 0.85060976 0.85365854],0.691256830601093,0.655737704918033,0.869528619528619,0.956468424279583,0.948905109489051,0.956812652068126,0.727710843373494,0.816216216216216,0.689876063909213,0.697115384615385,0.801104972375691,0.657309242944602,0.87408610885459,0.905723905723906,0.869528619528619
svm_model_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120,12, low_bits_3, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.80769231 0.79395604 0.81318681 0.85911602 0.83425414],0.789285714285714,0.778571428571429,0.817760942760943,0.838006230529595,0.888766519823789,0.828193832599119,0.795847750865052,0.815602836879433,0.789096382468493,0.786206896551724,0.820143884892086,0.778866268687178,0.827145708582834,0.872053872053872,0.817760942760943
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svd,40,80,120, zones, low_bits_4_shifted_2, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.91428571 0.91142857 0.92571429 0.90571429 0.92528736],0.700636942675159,0.74203821656051,0.916245791245791,0.986285714285714,0.987414187643021,0.986270022883295,0.708074534161491,0.695121951219512,0.700894308943089,0.721649484536082,0.7,0.740243902439024,0.915785019043589,0.910774410774411,0.916245791245791
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120,12, low_bits_4, svdn,1694,564,564,0.600283486888731,0.199858256555634,0.199858256555634, [0.57352941 0.57941176 0.57988166 0.60059172 0.59171598],0.653958944281525,0.589442815249267,0.598484848484848,0.672932330827068,0.845336481700118,0.58913813459268,0.703517587939698,0.777777777777778,0.646652864044168,0.65,0.807453416149068,0.600948930296756,0.673957621326042,0.82996632996633,0.598484848484848
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.70634921 0.67857143 0.76587302 0.736      0.744     ],0.782296650717703,0.767942583732057,0.85755258126195,0.913928012519562,0.929936305732484,0.912420382165605,0.79080459770115,0.819047619047619,0.782119963369963,0.769596199524941,0.786407766990291,0.768203883495146,0.860356138706654,0.879310344827586,0.857594103711503
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdne,26,137,163,8, low_bits_4_shifted_2, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.80630631 0.81981982 0.84234234 0.82432432 0.81818182],0.81029810298103,0.780487804878049,0.862946912242687,0.908928571428571,0.918772563176895,0.907942238267148,0.807692307692308,0.786096256684492,0.810630545924664,0.779291553133515,0.744791666666667,0.782000353107344,0.863317125877904,0.856377277599142,0.863018868810524
svm_model_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200,6, low_bits_3, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.6978022  0.7        0.71666667 0.70555556 0.75555556],0.763333333333333,0.773333333333333,0.742343541944075,0.71753986332574,0.698447893569845,0.725055432372506,0.750877192982456,0.727891156462585,0.762638388688809,0.777777777777778,0.804054054054054,0.773737553342816,0.736555479918312,0.725201072386059,0.742230165822659
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.81034483 0.82758621 0.85087719 0.80701754 0.78947368],0.727748691099476,0.696335078534031,0.876569037656904,0.986013986013986,0.982578397212544,0.986062717770035,0.757009345794392,0.794117647058823,0.722901520158625,0.694736842105263,0.694736842105263,0.696326754385965,0.879098360655738,0.886363636363636,0.876444530046225
svm_model_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166,6, low_bits_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.81914894 0.86170213 0.82795699 0.76344086 0.79569892],0.765273311897106,0.80064308681672,0.81426735218509,0.842857142857143,0.884368308351178,0.835117773019272,0.776758409785933,0.814102564102564,0.765115798180314,0.8268156424581,0.891566265060241,0.794058994599086,0.826426426426426,0.871989860583017,0.813439519600504
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200,8, low_bits_4, svd,1218,406,406,0.6,0.2,0.2, [0.68852459 0.73360656 0.69262295 0.70901639 0.70661157],0.748768472906404,0.679802955665025,0.795566502463054,0.855335968379447,0.888341543513957,0.849753694581281,0.790123456790123,0.888888888888889,0.739181286549708,0.721030042918455,0.8,0.675510204081633,0.812810103743798,0.870531400966184,0.794059670332338
svm_model_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200,6, low_bits_4, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.70348837 0.76162791 0.73255814 0.72352941 0.75294118],0.652631578947368,0.631578947368421,0.716690042075736,0.766355140186916,0.766355140186916,0.766355140186916,0.65979381443299,0.711111111111111,0.655555555555556,0.653465346534653,0.678082191780822,0.630408002365231,0.721379310344828,0.737658674188999,0.716807021892268
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svdne,16,184,200,4, low_bits_4_shifted_2, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.81147541 0.81147541 0.71311475 0.81147541 0.78688525],0.704433497536946,0.704433497536946,0.768700787401575,0.788990825688073,0.704918032786885,0.811475409836066,0.727272727272727,0.754716981132076,0.702100758607275,0.727272727272727,0.792079207920792,0.704863133372161,0.761421319796954,0.732421875,0.768988715277778
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166,8, low_bits_3, svd,1152,384,384,0.6,0.2,0.2, [0.81465517 0.78695652 0.8173913  0.80869565 0.79130435],0.838541666666667,0.825520833333333,0.824479166666667,0.831442463533225,0.890625,0.819444444444444,0.831521739130435,0.840659340659341,0.838646502012839,0.830379746835443,0.854166666666667,0.825520833333333,0.831246870305458,0.873684210526316,0.824986435160065
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200,6, low_bits_2, svdne,980,326,326,0.600490196078431,0.199754901960784,0.199754901960784, [0.7244898  0.73469388 0.69387755 0.7244898  0.70918367],0.674846625766871,0.690184049079755,0.780024509803922,0.849206349206349,0.873469387755102,0.844897959183673,0.697142857142857,0.705202312138728,0.672862593977861,0.679365079365079,0.727891156462585,0.693554516778779,0.785415421398685,0.811111111111111,0.780251419302514
ensemble_model_v2_N16_B142_E158_nb_zones_10_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,1524,508,508,0.6,0.2,0.2, [0.81699346 0.85620915 0.82894737 0.84539474 0.81907895],0.800469483568075,0.7981220657277,0.893097643097643,0.94543063773833,0.943569553805774,0.945538057742782,0.821052631578947,0.882352941176471,0.797274031563845,0.804545454545455,0.863414634146341,0.800485597616157,0.895730706075534,0.918350168350168,0.893097643097643
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200,8, low_bits_5, svdne,1206,402,402,0.6,0.2,0.2, [0.79752066 0.75206612 0.75619835 0.72916667 0.68333333],0.733830845771144,0.716417910447761,0.810945273631841,0.870626525630594,0.887230514096186,0.8681592039801,0.727735368956743,0.744791666666667,0.734300595238095,0.733644859813084,0.751196172248804,0.714976324466371,0.814634146341463,0.831673306772908,0.810965878038541
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svdne,8,192,200,12, low_bits_4_shifted_2, svdne,1782,594,594,0.6,0.2,0.2, [0.74301676 0.71910112 0.6994382  0.68258427 0.71629213],0.818181818181818,0.818181818181818,0.740740740740741,0.719337016574586,0.730639730639731,0.714927048260382,0.823529411764706,0.926470588235294,0.826589331384728,0.83125,0.826086956521739,0.817455242966752,0.747126436781609,0.765993265993266,0.740740740740741
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svd,16,142,158, zones, low_bits_2, svd,1686,562,562,0.6,0.2,0.2, [0.78402367 0.78698225 0.73668639 0.80952381 0.75595238],0.846376811594203,0.828985507246377,0.857744107744108,0.868144690781797,0.882562277580071,0.865954922894425,0.856368563685637,0.835978835978836,0.847476597476597,0.817337461300309,0.846153846153846,0.83048433048433,0.8595178719867,0.87037037037037,0.857744107744108
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200,8, low_bits_3, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.72727273 0.75909091 0.74545455 0.78636364 0.71363636],0.781420765027322,0.80327868852459,0.835152838427948,0.863883847549909,0.865454545454545,0.863636363636364,0.763313609467456,0.704918032786885,0.781420765027322,0.796610169491525,0.774725274725275,0.803123506927855,0.831661092530658,0.815300546448087,0.835131189254578
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svdne,16,184,200,4, low_bits_4_shifted_2, svdne,570,190,190,0.6,0.2,0.2, [0.79824561 0.81578947 0.83333333 0.80701754 0.78947368],0.652631578947368,0.636842105263158,0.831578947368421,0.955277280858676,0.936842105263158,0.956140350877193,0.694444444444444,0.735294117647059,0.64605614973262,0.687782805429864,0.783505154639175,0.633688061190555,0.839357429718875,0.863636363636364,0.83095981271947
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166,4, low_bits_4, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.57377049 0.57377049 0.61666667 0.56666667 0.65      ],0.592039800995025,0.626865671641791,0.601391650099404,0.668478260869565,0.814569536423841,0.596026490066225,0.646551724137931,0.681818181818182,0.582667332667333,0.651162790697674,0.729166666666667,0.63125,0.661031276415892,0.769685039370079,0.599701957436043
ensemble_model_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200,12, lab, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.84550562 0.84550562 0.88700565 0.87853107 0.84180791],0.820598006644518,0.800664451827243,0.869528619528619,0.892543859649123,0.917700112739571,0.889515219842165,0.852459016393443,1,0.813793103448276,0.828571428571429,1,0.807692307692308,0.877952755905512,0.938552188552189,0.869528619528619
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163,8, low_bits_4, svdn,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.515625   0.5078125  0.546875   0.51574803 0.55511811],0.538823529411765,0.534117647058823,0.814675446848542,1,1,1,0.546296296296296,0.556603773584906,0.538865267074143,0.55,0.576190476190476,0.534606866002215,0.81657355679702,0.827358490566038,0.814711140217353
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200,6, low_bits_3, svdne,882,294,294,0.6,0.2,0.2, [0.74719101 0.69886364 0.72159091 0.67613636 0.72727273],0.772108843537415,0.683673469387755,0.810204081632653,0.865232163080408,0.866213151927438,0.865079365079365,0.781758957654723,0.784313725490196,0.771589486858573,0.697068403908795,0.722972972972973,0.683404294705665,0.813627254509018,0.820754716981132,0.810102633215841
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158,12, low_bits_6, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.85428571 0.86571429 0.84195402 0.84770115 0.86494253],0.80379746835443,0.79746835443038,0.890993265993266,0.922629435718441,0.909403669724771,0.923738532110092,0.778571428571429,0.736486486486487,0.799790862290862,0.79746835443038,0.75,0.800675675675676,0.888120950323974,0.865319865319865,0.890993265993266
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.89285714 0.85714286 0.89732143 0.86607143 0.90178571],0.7828418230563,0.788203753351206,0.884244372990354,0.949730700179533,0.944642857142857,0.95,0.776859504132231,0.792134831460674,0.783246902909824,0.802005012531328,0.82051282051282,0.786660904638433,0.884861407249467,0.889603429796356,0.884244372990354
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166,6, low_bits_2, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.86813187 0.82222222 0.86111111 0.79444444 0.81111111],0.68,0.736666666666667,0.826897470039947,0.908503767491927,0.93569844789357,0.905764966740576,0.714285714285714,0.851063829787234,0.689682858289843,0.776203966005666,0.88961038961039,0.732476427681907,0.839307787391842,0.910187667560322,0.827448331134658
ensemble_model_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200,6, low_bits_4, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.70103093 0.78125    0.75       0.77604167 0.78645833],0.659375,0.66875,0.832084893882647,0.946,0.983367983367983,0.943866943866944,0.702997275204359,0.796296296296296,0.657641819034224,0.702247191011236,0.844594594594595,0.681018227529856,0.843876958792803,0.919089759797724,0.833157703573338
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163,10, low_bits_3, svd,1370,456,456,0.600350569675723,0.199824715162138,0.199824715162138, [0.76642336 0.84671533 0.80656934 0.7810219  0.7919708 ],0.820175438596491,0.81140350877193,0.819894829097283,0.823785351704133,0.829197080291971,0.822627737226277,0.820960698689956,0.813852813852814,0.82025974025974,0.800925925925926,0.779279279279279,0.81057981057981,0.818862935213751,0.81634446397188,0.819885518699227
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.79583333 0.78991597 0.81512605 0.77731092 0.75210084],0.790931989924433,0.818639798488665,0.856495468277945,0.89202657807309,0.901006711409396,0.890939597315436,0.790931989924433,0.792929292929293,0.790937008273692,0.818181818181818,0.830769230769231,0.818849961919269,0.85728592889334,0.865520728008089,0.85653167794587
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_shifted_2_svdne,16,184,200, zones, low_bits_4_shifted_2, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.79824561 0.78947368 0.81578947 0.71929825 0.80357143],0.682539682539683,0.650793650793651,0.824524312896406,0.927536231884058,0.901408450704225,0.929577464788732,0.68421052631579,0.706521739130435,0.683157776781712,0.652631578947368,0.75609756097561,0.663095509459768,0.821888412017167,0.836244541484716,0.824884565824325
ensemble_model_v2_N16_B142_E158_nb_zones_12_lab_svdne,16,142,158, zones, lab, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.86413043 0.85054348 0.87771739 0.8423913  0.85519126],0.869888475836431,0.881040892193309,0.90993265993266,0.922263352723427,0.94885745375408,0.920021762785636,0.872727272727273,0.895522388059701,0.869983416252073,0.884892086330935,0.911111111111111,0.880928689883914,0.912438625204583,0.938552188552189,0.90993265993266
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_shifted_2_svdne,26,137,163, zones, low_bits_4_shifted_2, svdne,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.85321101 0.86238532 0.80275229 0.83027523 0.83944954],0.68870523415978,0.746556473829201,0.842511013215859,0.926961226330027,0.943119266055046,0.925688073394495,0.722358722358722,0.781914893617021,0.685243161094225,0.767676767676768,0.839779005524862,0.746812579685508,0.850418410041841,0.889496717724289,0.842198469726889
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svdn,32,134,166, zones, lab, svdn,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.54       0.596      0.54435484 0.55645161 0.56854839],0.502415458937198,0.533816425120773,0.779440154440154,0.953451043338684,0.954983922829582,0.953376205787782,0.492610837438424,0.507614213197969,0.502655032866266,0.548009367681499,0.546728971962617,0.533364485981308,0.78018278018278,0.785091965150048,0.779456473431617
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200,12, low_bits_6, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.75714286 0.75428571 0.74285714 0.73714286 0.73275862],0.767515923566879,0.796178343949045,0.830808080808081,0.850197851893725,0.860411899313501,0.848398169336384,0.798898071625344,0.847953216374269,0.75964094385147,0.793548387096774,0.86013986013986,0.801414959309696,0.835380835380835,0.858585858585859,0.830808080808081
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.65340909 0.67045455 0.68181818 0.6875     0.68390805],0.681506849315068,0.708904109589041,0.809165526675787,0.885357548240636,0.888382687927107,0.88496583143508,0.684745762711864,0.664473684210526,0.682236842105263,0.693140794223827,0.662068965517241,0.708585503166784,0.807983482450103,0.797554347826087,0.809245493472272
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166,4, low_bits_4, svdn,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.60714286 0.57142857 0.58928571 0.6        0.66363636],0.535135135135135,0.513513513513513,0.805615550755939,0.992779783393502,0.989208633093525,0.992805755395684,0.565656565656566,0.608695652173913,0.535530621785881,0.526315789473684,0.555555555555556,0.514619883040936,0.808917197452229,0.828260869565217,0.805761336070162
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.76666667 0.79583333 0.82083333 0.7605042  0.78151261],0.690954773869347,0.723618090452261,0.816265060240964,0.888141295206056,0.882943143812709,0.888795986622073,0.71461716937355,0.766169154228856,0.690191176099199,0.742990654205607,0.795,0.723257575757576,0.8212890625,0.841841841841842,0.816187788997457
svm_model_N16_B184_E200_nb_zones_4_lab_svd,16,184,200,4, lab, svd,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.8671875  0.8046875  0.859375   0.828125   0.85714286],0.834905660377359,0.825471698113208,0.83804143126177,0.860724233983287,0.968652037617555,0.843260188087774,0.838709677419355,0.875,0.835648148148148,0.835555555555555,0.930693069306931,0.83021139951833,0.851724137931035,0.942748091603053,0.839403785578478
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.76612903 0.64919355 0.74193548 0.72177419 0.72764228],0.716019417475728,0.684466019417476,0.814742967992241,0.891566265060241,0.896607431340872,0.890953150242326,0.723404255319149,0.732057416267943,0.715782402715252,0.685990338164251,0.71356783919598,0.685422417250572,0.816522574447646,0.827653359298929,0.814792863224344
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163,8, low_bits_6, svdn,1206,402,402,0.6,0.2,0.2, [0.45867769 0.53305785 0.55371901 0.57083333 0.5375    ],0.532338308457711,0.544776119402985,0.57910447761194,0.646314221891288,0.719734660033168,0.606135986733002,0.574660633484163,0.616504854368932,0.53019120269467,0.571428571428571,0.645502645502645,0.550450853267755,0.61754068716094,0.68436873747495,0.579832590081348
ensemble_model_v2_N8_B192_E200_nb_zones_6_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.79166667 0.79518072 0.76506024 0.68674699 0.75903614],0.63898916967509,0.696750902527076,0.815295815295815,0.917241379310345,0.959134615384615,0.913461538461538,0.6875,0.743243243243243,0.631311544102242,0.729032258064516,0.784722222222222,0.693112990810359,0.829333333333333,0.878531073446328,0.813896805159742
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svdn,26,137,163, zones, lab, svdn,1488,496,496,0.6,0.2,0.2, [0.5        0.47986577 0.4966443  0.48657718 0.5       ],0.511261261261261,0.495495495495496,0.809343434343434,0.991935483870967,0.991935483870967,0.991935483870967,0.518847006651885,0.517699115044248,0.511143135503775,0.495495495495496,0.504587155963303,0.495656409840058,0.809903483004616,0.812289562289562,0.809343434343434
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.76339286 0.75892857 0.79017857 0.77232143 0.8018018 ],0.741935483870968,0.731182795698925,0.823308270676692,0.881567230632235,0.885509838998211,0.881037567084079,0.74331550802139,0.772222222222222,0.742881944444444,0.742268041237113,0.778378378378378,0.731435178494002,0.825464190981432,0.841991341991342,0.823447696582025
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,960,320,320,0.6,0.2,0.2, [0.6875     0.72916667 0.6875     0.71875    0.69270833],0.73125,0.715625,0.81,0.86839378238342,0.872916666666667,0.867708333333333,0.745562130177515,0.736842105263158,0.730837160014129,0.703583061889251,0.755244755244755,0.719430287226897,0.811180124223603,0.822418136020151,0.810092442699902
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.82941176 0.85119048 0.83333333 0.85714286 0.85119048],0.825,0.767857142857143,0.874465049928673,0.925659472422062,0.916864608076009,0.926365795724466,0.843450479233227,0.891891891891892,0.820945945945946,0.775086505190311,0.842105263157895,0.771392767633369,0.877437325905293,0.897435897435897,0.874432234432234
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,570,190,190,0.6,0.2,0.2, [0.44736842 0.50877193 0.59649123 0.54385965 0.54385965],0.573684210526316,0.536842105263158,0.808421052631579,0.976991150442478,0.968421052631579,0.97719298245614,0.571428571428571,0.524271844660194,0.578227876353086,0.516483516483517,0.566265060240964,0.540141875914874,0.805555555555556,0.800424628450106,0.808354276646765
ensemble_model_N16_B184_E200_nb_zones_4_lab_svd,16,184,200,4, lab, svd,510,170,170,0.6,0.2,0.2, [0.8627451  0.82352941 0.84313725 0.83333333 0.88235294],0.870588235294118,0.770588235294118,0.882352941176471,0.923379174852652,0.92156862745098,0.923529411764706,0.855263157894737,0.802469135802469,0.867526702732695,0.779661016949152,0.71875,0.778293918918919,0.880668257756563,0.854166666666667,0.882824960127592
svm_model_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200,10, low_bits_6, svd,1512,504,504,0.6,0.2,0.2, [0.73684211 0.75827815 0.78476821 0.76821192 0.77483444],0.798611111111111,0.796296296296296,0.779040404040404,0.793875147232038,0.891534391534391,0.768518518518519,0.812903225806452,0.940298507462687,0.807811591393681,0.830769230769231,0.935064935064935,0.785940427731472,0.804323518449497,0.908249158249158,0.779040404040404
svm_model_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200,12, low_bits_5, svd,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.74705882 0.77941176 0.74705882 0.73529412 0.74117647],0.656804733727811,0.70414201183432,0.746212121212121,0.779988629903354,0.807058823529412,0.772352941176471,0.688172043010753,0.815286624203822,0.667311820389204,0.742268041237113,0.795580110497238,0.69715311257346,0.760619293370385,0.806397306397306,0.746212121212121
svm_model_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152,12, low_bits_2, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.79005525 0.81388889 0.81111111 0.79722222 0.85555556],0.64808362369338,0.735191637630662,0.790824915824916,0.821826280623608,0.819089900110988,0.822419533851276,0.637992831541219,0.622377622377622,0.647994366744367,0.73972602739726,0.75,0.73513986013986,0.790029573299535,0.787037037037037,0.790824915824916
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svd,16,184,200,6, low_bits_4_shifted_2, svd,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.81958763 0.82291667 0.78645833 0.796875   0.77083333],0.740625,0.74375,0.789637952559301,0.816631130063966,0.796257796257796,0.821205821205821,0.752238805970149,0.711864406779661,0.744044091501719,0.72108843537415,0.736111111111111,0.743055555555556,0.784939374601149,0.766832917705736,0.789666458852868
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166,8, low_bits_3, svd,1260,420,420,0.6,0.2,0.2, [0.85714286 0.78571429 0.8452381  0.82142857 0.8452381 ],0.802380952380952,0.780952380952381,0.86047619047619,0.910197869101978,0.949206349206349,0.906349206349206,0.813483146067416,0.891625615763547,0.805259812490068,0.79372197309417,0.850961538461538,0.781612844702467,0.867120181405896,0.918347742555235,0.860968016697825
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svdn,40,80,120, zones, low_bits_2, svdn,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.54032258 0.5672043  0.59677419 0.55376344 0.55945946],0.563706563706564,0.513513513513513,0.876262626262626,0.970124932102118,0.961248654467169,0.970398277717976,0.567049808429119,0.611570247933884,0.566654689184333,0.553191489361702,0.565217391304348,0.509881422924901,0.876677852348993,0.87962962962963,0.876262626262626
svm_model_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166,8, lab, svdne,1158,386,386,0.6,0.2,0.2, [0.89655172 0.90948276 0.89224138 0.92241379 0.91304348],0.841968911917098,0.844559585492228,0.892746113989637,0.92687074829932,0.941278065630397,0.92573402417962,0.860411899313501,0.94949494949495,0.839109176875134,0.852216748768473,0.925133689839572,0.84698895547255,0.897473997028232,0.939834024896265,0.892794859239023
ensemble_model_v2_N16_B184_E200_nb_zones_4_lab_svd,16,184,200, zones, lab, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.92372881 0.88135593 0.88135593 0.90677966 0.89830508],0.836734693877551,0.852040816326531,0.921588594704684,0.973154362416108,0.983050847457627,0.972881355932203,0.862068965517241,0.909090909090909,0.826638477801268,0.857142857142857,0.925531914893617,0.854922820191906,0.925315227934044,0.955911823647294,0.921020094018264
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166,4, low_bits_4, svdne,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.80909091 0.71818182 0.82407407 0.85185185 0.86111111],0.624309392265193,0.723756906077348,0.833333333333333,0.937142857142857,0.904411764705882,0.939338235294117,0.626373626373626,0.686746987951807,0.629087779690189,0.739583333333333,0.763440860215054,0.722629521016618,0.832035595105673,0.834821428571429,0.833349578914535
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_6_svdne,32,84,116, zones, low_bits_6, svdne,1806,602,602,0.6,0.2,0.2, [0.94198895 0.93646409 0.95027624 0.95277778 0.94166667],0.796491228070175,0.782456140350877,0.943181818181818,0.991717283268912,0.994462901439645,0.991694352159468,0.810457516339869,0.832214765100671,0.794783853138571,0.78169014084507,0.816176470588235,0.783927161468614,0.943773427738442,0.953703703703704,0.943181818181818
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158,12, low_bits_4, svd,1734,578,578,0.6,0.2,0.2, [0.7816092  0.73275862 0.76011561 0.74566474 0.69653179],0.735202492211838,0.735202492211838,0.833754208754209,0.867880211391662,0.852364475201845,0.870242214532872,0.735202492211838,0.719512195121951,0.735552275904925,0.719471947194719,0.694267515923567,0.734328879913003,0.830253545337344,0.813131313131313,0.833754208754209
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158,12, low_bits_3, svdn,1912,637,637,0.600125549278092,0.199937225360954,0.199937225360954, [0.52604167 0.52094241 0.5052356  0.52094241 0.53141361],0.543103448275862,0.577586206896552,0.533670033670034,0.596067917783735,0.697698744769874,0.527196652719665,0.621428571428572,0.73728813559322,0.539696699375557,0.637037037037037,0.754385964912281,0.580582812964615,0.602582496413199,0.707070707070707,0.533670033670034
ensemble_model_v2_N40_B80_E120_nb_zones_12_lab_svdne,40,80,120, zones, lab, svdne,1888,629,629,0.600127145581691,0.199936427209155,0.199936427209155, [0.94708995 0.93915344 0.93650794 0.93386243 0.95478723],0.90983606557377,0.89344262295082,0.960858585858586,0.975767366720517,0.959745762711864,0.976165254237288,0.910569105691057,0.957264957264957,0.911703344774211,0.901515151515152,0.937007874015748,0.891580860084797,0.960709759188847,0.957070707070707,0.960858585858586
svm_model_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200,8, low_bits_2, svd,1146,382,382,0.6,0.2,0.2, [0.70434783 0.69130435 0.7        0.71491228 0.70175439],0.696335078534031,0.712041884816754,0.704712041884817,0.719269102990033,0.755671902268761,0.705061082024433,0.689839572192513,0.716666666666667,0.697442244224422,0.708994708994709,0.73224043715847,0.712853886920943,0.711656441717791,0.743589743589744,0.705470436476597
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svd,40,80,120, zones, low_bits_5, svd,1722,574,574,0.6,0.2,0.2, [0.83526012 0.88953488 0.89825581 0.86627907 0.88953488],0.740061162079511,0.746177370030581,0.912037037037037,0.975753991720875,0.958188153310104,0.976190476190476,0.756446991404011,0.825,0.741841317365269,0.782152230971129,0.892215568862275,0.742982784431138,0.913672036348616,0.930976430976431,0.912037037037037
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svd,16,184,200,6, low_bits_4_shifted_2, svd,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.61445783 0.69879518 0.69277108 0.72560976 0.70731707],0.727272727272727,0.763636363636364,0.84375,0.908647990255786,0.903147699757869,0.909200968523002,0.714828897338403,0.706766917293233,0.726622895266335,0.773519163763066,0.76551724137931,0.763527851458886,0.843180160466812,0.836468885672938,0.843781888091943
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166,4, low_bits_4, svdne,552,184,184,0.6,0.2,0.2, [0.86607143 0.83636364 0.9        0.89090909 0.86363636],0.679347826086957,0.717391304347826,0.858695652173913,0.965641952983725,0.967391304347826,0.965579710144928,0.670391061452514,0.659340659340659,0.679132695261728,0.69047619047619,0.69047619047619,0.715238095238095,0.855555555555556,0.853658536585366,0.858598991107182
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166,4, low_bits_6, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.86842105 0.90350877 0.87719298 0.94736842 0.875     ],0.793650793650794,0.724867724867725,0.86046511627907,0.927689594356261,0.926056338028169,0.927816901408451,0.836820083682008,0.91743119266055,0.771215596330275,0.752380952380952,0.918604651162791,0.740855723639648,0.87007874015748,0.922755741127349,0.859664808465173
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_4_shifted_2_svdne,32,84,116, zones, low_bits_4_shifted_2, svdne,1878,626,626,0.6,0.2,0.2, [0.92553191 0.8856383  0.875      0.92819149 0.89572193],0.775100401606426,0.694779116465863,0.917508417508418,0.965554359526372,0.955271565495207,0.965921192758254,0.772357723577236,0.766129032258065,0.775064516129032,0.703125,0.72,0.694677419354839,0.916949152542373,0.910774410774411,0.917508417508418
ensemble_model_v2_N8_B192_E200_nb_zones_12_lab_svdne,8,192,200, zones, lab, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.82777778 0.84636872 0.84078212 0.83798883 0.82960894],0.897260273972603,0.849315068493151,0.882154882154882,0.886937431394072,0.901785714285714,0.885044642857143,0.898648648648649,0.943262411347518,0.898783523554554,0.8625,0.913907284768212,0.847024564369922,0.885151763740771,0.908249158249158,0.882154882154882
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svdne,8,192,200,12, low_bits_4_shifted_2, svdne,1866,622,622,0.6,0.2,0.2, [0.73262032 0.70588235 0.75935829 0.69892473 0.75537634],0.823529411764706,0.823529411764706,0.889309764309764,0.908899420747762,0.92497320471597,0.907288317256163,0.844290657439446,0.897058823529412,0.81827731092437,0.826254826254826,0.899159663865546,0.828256302521008,0.892521454842664,0.919191919191919,0.889309764309764
svm_model_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200,4, lab, svdne,464,154,154,0.601036269430052,0.199481865284974,0.199481865284974, [0.95744681 0.92553191 0.92391304 0.93478261 0.94565217],0.824675324675325,0.857142857142857,0.898963730569948,0.93970893970894,0.974137931034483,0.9375,0.836363636363636,0.8625,0.823141891891892,0.865853658536585,0.845238095238095,0.858333333333333,0.903703703703703,0.924242424242424,0.89829142488717
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.5785124  0.48760331 0.45867769 0.54132231 0.60416667],0.524875621890547,0.5,0.79324055666004,0.980099502487562,0.978476821192053,0.980132450331126,0.546318289786223,0.569306930693069,0.524653465346535,0.531468531468531,0.537735849056604,0.497815292949355,0.797665369649805,0.805500982318271,0.793092543473019
svm_model_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200,8, low_bits_3, svd,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.74576271 0.77350427 0.75213675 0.76068376 0.73931624],0.674358974358974,0.694871794871795,0.752049180327869,0.793402777777778,0.779863481228669,0.796928327645051,0.693975903614458,0.712871287128713,0.672925005266484,0.695652173913043,0.723404255319149,0.695860543501159,0.752808988764045,0.755122950819672,0.752049180327869
ensemble_model_v2_N32_B84_E116_nb_zones_12_low_bits_5_svdne,32,84,116, zones, low_bits_5, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.85911602 0.86187845 0.85277778 0.89166667 0.85277778],0.772727272727273,0.762237762237762,0.920454545454545,0.968784838350055,0.963414634146341,0.968957871396896,0.785478547854785,0.815068493150685,0.771819960861057,0.76551724137931,0.792857142857143,0.762866927592955,0.920821114369501,0.925084175084175,0.920454545454546
svm_model_N40_B130_E170_nb_zones_4_lab_svd,40,130,170,4, lab, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.81967213 0.89344262 0.88333333 0.89166667 0.88333333],0.810945273631841,0.855721393034826,0.893638170974155,0.93421052631579,0.940397350993378,0.933774834437086,0.820754716981132,0.935483870967742,0.819593787335723,0.848167539267016,0.9,0.85990990990991,0.894164193867458,0.931958762886598,0.89496210697113
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158,12, low_bits_5, svd,1800,600,600,0.6,0.2,0.2, [0.825      0.83888889 0.85       0.8        0.825     ],0.84375,0.878472222222222,0.886784511784512,0.894824707846411,0.893333333333333,0.895,0.828897338403042,0.773049645390071,0.842307135620206,0.869888475836431,0.795918367346939,0.880228687219569,0.884499785315586,0.867003367003367,0.886784511784512
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120,12, low_bits_3, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.8        0.82681564 0.82122905 0.82960894 0.81843575],0.780821917808219,0.777397260273973,0.900673400673401,0.941434044882321,0.959821428571429,0.940290178571429,0.793548387096774,0.848275862068965,0.78128078817734,0.776632302405498,0.768707482993197,0.777457189772461,0.902800658978583,0.922558922558923,0.900673400673401
svm_model_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200,8, low_bits_4, svdne,1182,394,394,0.6,0.2,0.2, [0.7394958  0.69491525 0.74152542 0.72881356 0.6779661 ],0.65989847715736,0.685279187817259,0.702030456852792,0.742767787333855,0.803722504230118,0.72165820642978,0.668316831683168,0.754189944134078,0.667792646485644,0.720720720720721,0.744186046511628,0.679355593088216,0.724024447578749,0.781725888324873,0.702030456852792
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120,12, low_bits_6, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.57258065 0.59189189 0.59459459 0.55675676 0.58108108],0.484732824427481,0.576335877862595,0.643097643097643,0.713060057197331,0.807775377969762,0.674946004319654,0.576802507836991,0.754098360655738,0.502049180327869,0.672566371681416,0.814285714285714,0.558782201405152,0.692307692307692,0.803030303030303,0.643097643097643
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200,8, low_bits_4, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.64049587 0.6446281  0.7107438  0.7107438  0.69166667],0.761194029850746,0.778606965174129,0.717693836978131,0.706062931696086,0.76158940397351,0.68294701986755,0.76,0.748768472906404,0.761318909820036,0.78345498783455,0.774038461538462,0.778771808088819,0.731315042573321,0.761576354679803,0.717297705925659
svm_model_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163,10, lab, svdne,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.89642857 0.89285714 0.9        0.89568345 0.9028777 ],0.866666666666667,0.843010752688172,0.892949269131556,0.917030567685589,0.902578796561605,0.918338108882521,0.872950819672131,0.963800904977376,0.87124471478377,0.862003780718336,0.938271604938272,0.838505171838505,0.895859473023839,0.921686746987952,0.892973957686416
svm_model_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200,8, low_bits_3, svdne,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.7027027  0.75909091 0.73636364 0.73181818 0.74545455],0.787465940054496,0.768392370572207,0.787037037037037,0.782442748091603,0.744101633393829,0.793103448275862,0.778409090909091,0.748633879781421,0.78736041815158,0.76056338028169,0.75,0.768048128342246,0.777207977207977,0.74617067833698,0.786859742639206
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.86666667 0.88333333 0.90833333 0.89830508 0.8559322 ],0.575757575757576,0.570707070707071,0.808467741935484,0.964102564102564,0.946308724832215,0.964765100671141,0.628318584070796,0.739583333333333,0.580575980392157,0.615384615384615,0.673267326732673,0.568592426252935,0.815891472868217,0.85050505050505,0.808552324045282
ensemble_model_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200,4, lab, svdne,570,190,190,0.6,0.2,0.2, [0.8245614  0.92105263 0.84210526 0.86842105 0.86842105],0.821052631578947,0.857894736842105,0.876842105263158,0.906354515050167,0.950877192982456,0.901754385964912,0.83495145631068,0.877551020408163,0.819210292812777,0.850828729281768,0.895348837209302,0.86113595706619,0.881218274111675,0.925373134328358,0.877447481925094
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163,10, low_bits_3, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.82876712 0.84931507 0.82876712 0.83219178 0.80821918],0.768558951965066,0.781659388646288,0.841329966329966,0.882150241212957,0.876712328767123,0.882876712328767,0.78099173553719,0.84,0.769785407725322,0.797570850202429,0.84549356223176,0.780524558893657,0.844792095512557,0.863636363636364,0.841329966329966
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svd,26,137,163,10, low_bits_4_shifted_2, svd,1452,484,484,0.6,0.2,0.2, [0.83219178 0.86551724 0.82413793 0.8        0.84482759],0.742424242424242,0.770562770562771,0.813973063973064,0.856954515491101,0.895316804407713,0.850550964187328,0.766208251473477,0.844155844155844,0.742424242424242,0.791338582677165,0.87012987012987,0.770562770562771,0.825572217837411,0.88047138047138,0.813973063973064
svm_model_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200,10, low_bits_5, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.77739726 0.75       0.70344828 0.73103448 0.73793103],0.715835140997831,0.696312364425163,0.728956228956229,0.784268363215732,0.932599724896836,0.743466299862448,0.757855822550832,0.891304347826087,0.716214944475814,0.737827715355805,0.852813852813853,0.695972143798231,0.770328102710414,0.909090909090909,0.728956228956229
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svd,32,134,166,4, low_bits_4_shifted_2, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.80909091 0.82727273 0.7        0.84545455 0.82407407],0.67032967032967,0.659340659340659,0.809210526315789,0.904059040590406,0.894160583941606,0.905109489051095,0.696969696969697,0.734042553191489,0.668157640232108,0.670212765957447,0.741176470588235,0.664402668283808,0.8125,0.832229580573951,0.80936097765081
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163,8, low_bits_5, svdn,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.46875    0.48046875 0.45703125 0.53937008 0.48031496],0.503529411764706,0.48,0.670272812793979,0.785657370517928,0.772727272727273,0.789184952978056,0.503529411764706,0.527093596059113,0.504537789020548,0.487238979118329,0.462555066079295,0.481277533039648,0.667929891046897,0.660112359550562,0.670320830058835
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163,10, low_bits_2, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.85666667 0.78333333 0.82       0.83666667 0.7885906 ],0.792710706150342,0.817767653758542,0.821969696969697,0.838461538461539,0.873164218958612,0.831775700934579,0.775308641975309,0.700892857142857,0.794632475083057,0.798994974874372,0.73953488372093,0.816196013289036,0.820990266610241,0.816498316498316,0.821969696969697
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166,4, low_bits_6, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.92372881 0.92372881 0.91525424 0.86440678 0.86440678],0.744897959183674,0.76530612244898,0.861507128309572,0.929328621908127,0.891525423728814,0.932203389830508,0.695121951219512,0.678571428571429,0.736607142857143,0.760416666666667,0.78494623655914,0.76625952604656,0.852494577006507,0.832627118644068,0.860431206380857
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166,8, low_bits_2, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.81578947 0.79385965 0.82017544 0.81578947 0.81415929],0.79155672823219,0.773087071240106,0.854430379746835,0.906011854360711,0.9402460456942,0.902460456942004,0.779944289693593,0.729166666666667,0.792390819964349,0.747058823529412,0.686486486486486,0.771078294789635,0.853191489361702,0.847780126849894,0.854416379214421
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svd,16,184,200, zones, low_bits_4_shifted_2, svd,822,274,274,0.6,0.2,0.2, [0.80120482 0.81097561 0.77439024 0.67073171 0.76219512],0.722627737226277,0.722627737226277,0.835766423357664,0.909987669543773,0.897810218978102,0.911192214111922,0.748344370860927,0.801418439716312,0.720258092038607,0.751633986928105,0.815602836879433,0.719831493627686,0.841437632135306,0.861471861471861,0.835462666334158
ensemble_model_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166,8, lab, svdne,1182,394,394,0.6,0.2,0.2, [0.86554622 0.86864407 0.8940678  0.86440678 0.86016949],0.890862944162437,0.860406091370558,0.916751269035533,0.945182724252492,0.962774957698816,0.944162436548223,0.887728459530026,0.899470899470899,0.891198864369596,0.859335038363171,0.831683168316832,0.861154084158416,0.917087967644085,0.923625254582485,0.916772141461283
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166,4, low_bits_5, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.9137931  0.93103448 0.92982456 0.92982456 0.89473684],0.753926701570681,0.790575916230366,0.885983263598326,0.960144927536232,0.923344947735192,0.961672473867596,0.763819095477387,0.808510638297872,0.754770783066462,0.807692307692308,0.815533980582524,0.78844880847308,0.886339937434828,0.878099173553719,0.886083485081944
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svd,16,142,158, zones, low_bits_6, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.84916201 0.81843575 0.86592179 0.84916201 0.84916201],0.802047781569966,0.795221843003413,0.909511784511784,0.946260387811634,0.954189944134078,0.945810055865922,0.806666666666666,0.790849673202614,0.802567693744164,0.782608695652174,0.771428571428571,0.794211017740429,0.909701805963881,0.911616161616161,0.909511784511785
ensemble_model_v2_N16_B184_E200_nb_zones_4_lab_svdne,16,184,200, zones, lab, svdne,528,176,176,0.6,0.2,0.2, [0.87735849 0.83018868 0.90566038 0.82075472 0.89423077],0.863636363636364,0.806818181818182,0.877272727272727,0.906367041198502,0.916666666666667,0.90530303030303,0.872340425531915,0.911111111111111,0.862532299741602,0.819148936170213,0.895348837209302,0.808785529715762,0.881318681318681,0.911363636363636,0.877272727272727
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,1134,378,378,0.6,0.2,0.2, [0.82894737 0.8377193  0.80973451 0.79646018 0.84070796],0.796296296296296,0.743386243386243,0.85026455026455,0.905299739357081,0.918871252204585,0.903880070546737,0.80893300248139,0.881081081081081,0.798053493908416,0.773892773892774,0.869109947643979,0.742041604838032,0.857286938981341,0.901378579003181,0.850372499638866
ensemble_model_N40_B130_E170_nb_zones_4_lab_svd,40,130,170,4, lab, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.93220339 0.83898305 0.84745763 0.89830508 0.93220339],0.806122448979592,0.801020408163265,0.883910386965377,0.934973637961336,0.901694915254237,0.93728813559322,0.830357142857143,0.894230769230769,0.800376254180602,0.8,0.866666666666667,0.805974842767296,0.884615384615385,0.893660531697342,0.88394994130506
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163,8, low_bits_6, svdn,1190,396,396,0.600403632694248,0.199798183652876,0.199798183652876, [0.48319328 0.51680672 0.50420168 0.44957983 0.53781513],0.532828282828283,0.482323232323232,0.800706357214934,0.9957805907173,0.991596638655462,0.995798319327731,0.593406593406593,0.668316831683168,0.530034704501378,0.549450549450549,0.631313131313131,0.482323232323232,0.81145584725537,0.85427135678392,0.800489275149812
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svd,32,134,166,4, low_bits_4_shifted_2, svd,498,166,166,0.6,0.2,0.2, [0.85       0.86       0.85       0.91       0.82653061],0.644578313253012,0.728915662650602,0.856626506024096,0.969450101832994,0.955823293172691,0.969879518072289,0.69109947643979,0.846153846153846,0.656031468531468,0.766839378238342,0.831460674157303,0.720925142273457,0.864,0.908653846153846,0.856500836120401
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.85576923 0.91346154 0.89423077 0.88461538 0.875     ],0.774566473988439,0.815028901734104,0.899538106235566,0.969811320754717,0.988461538461538,0.969230769230769,0.79144385026738,0.831460674157303,0.772873194221509,0.838383838383838,0.83,0.812260273972603,0.904918032786885,0.922048997772829,0.898674378982337
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200,8, low_bits_2, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.70175439 0.6622807  0.72807018 0.74336283 0.71681416],0.708994708994709,0.711640211640212,0.809196617336152,0.876736111111111,0.889084507042253,0.875,0.702702702702703,0.68421052631579,0.709126539753639,0.706199460916442,0.689473684210526,0.711758118701008,0.809297411516112,0.808016877637131,0.809199116784667
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200,10, low_bits_6, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.75163399 0.78618421 0.75657895 0.76315789 0.70394737],0.784543325526932,0.796252927400468,0.848905723905724,0.88296488946684,0.892247043363995,0.88173455978975,0.754010695187166,0.719387755102041,0.77960729746444,0.808791208791209,0.796536796536796,0.796227581941868,0.848331220954795,0.845117845117845,0.848905723905724
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166,4, low_bits_5, svd,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.8490566  0.88679245 0.91346154 0.89423077 0.86538462],0.781609195402299,0.78735632183908,0.876146788990826,0.93491124260355,0.904580152671756,0.937022900763359,0.804123711340206,0.838709677419355,0.777379530067702,0.8,0.804347826086956,0.786320254506893,0.878103837471783,0.870246085011186,0.876299513093828
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200,8, low_bits_4, svdne,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.68518519 0.70560748 0.6635514  0.6588785  0.6682243 ],0.714285714285714,0.739495798319328,0.804031354983203,0.854732895970009,0.850746268656716,0.855410447761194,0.664473684210526,0.561111111111111,0.715583804143126,0.712074303405573,0.625,0.743135838150289,0.793388429752066,0.746666666666667,0.804484574868322
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166,6, low_bits_4, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.89325843 0.87078652 0.85795455 0.86363636 0.85795455],0.673469387755102,0.693877551020408,0.802309782608696,0.885745375408052,0.920814479638009,0.881221719457013,0.659574468085106,0.62,0.674583333333333,0.689655172413793,0.684931506849315,0.693817104776009,0.804828973843058,0.813008130081301,0.802280631798144
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svd,40,130,170, zones, lab, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.93442623 0.90983607 0.94262295 0.90983607 0.95081967],0.857142857142857,0.847290640394089,0.937007874015748,0.993442622950819,0.993442622950819,0.99344262295082,0.867579908675799,0.95959595959596,0.859605672105672,0.876494023904382,0.894308943089431,0.834654471544715,0.940740740740741,0.963946869070209,0.935961164596454
svm_model_N16_B184_E200_nb_zones_6_lab_svd,16,184,200,6, lab, svd,816,272,272,0.6,0.2,0.2, [0.87804878 0.87804878 0.83536585 0.90123457 0.87037037],0.856617647058823,0.856617647058823,0.872058823529412,0.887323943661972,0.926470588235294,0.882352941176471,0.856088560885609,0.865671641791045,0.856748864373783,0.855018587360595,0.871212121212121,0.857034632034632,0.875,0.903560830860534,0.872334351290325
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svd,32,134,166, zones, low_bits_4_shifted_2, svd,558,186,186,0.6,0.2,0.2, [0.88392857 0.83928571 0.88392857 0.90178571 0.90909091],0.758064516129032,0.801075268817204,0.889247311827957,0.962025316455696,0.953405017921147,0.962365591397849,0.736842105263158,0.7,0.75625,0.783625730994152,0.752808988764045,0.799084906753156,0.884916201117319,0.864628820960699,0.888882207090519
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svdne,16,184,200,6, low_bits_4_shifted_2, svdne,776,258,258,0.60061919504644,0.19969040247678,0.19969040247678, [0.79487179 0.80128205 0.78846154 0.80519481 0.81818182],0.686046511627907,0.786821705426356,0.774767801857585,0.775036284470247,0.688144329896907,0.800257731958763,0.705454545454545,0.822033898305085,0.696731234866828,0.797047970479705,0.878048780487805,0.790876242095754,0.764372469635628,0.750397456279809,0.774142921201745
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.92727273 0.91818182 0.84259259 0.90740741 0.88888889],0.767955801104972,0.784530386740332,0.902869757174393,0.986964618249534,0.974264705882353,0.987132352941176,0.776595744680851,0.768421052631579,0.767931456548348,0.774566473988439,0.797619047619048,0.785407461953854,0.902004454342984,0.8980044345898,0.902848371141054
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_6_svd,4,196,200, zones, low_bits_6, svd,1854,618,618,0.6,0.2,0.2, [0.72311828 0.73924731 0.75405405 0.72972973 0.77027027],0.781609195402299,0.781609195402299,0.851430976430976,0.872804683342203,0.884573894282632,0.87108953613808,0.774703557312253,0.75968992248062,0.781360112755462,0.783269961977186,0.78030303030303,0.781624383368569,0.852609603340292,0.859427609427609,0.851430976430976
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158,12, low_bits_2, svdn,1830,610,610,0.6,0.2,0.2, [0.53551913 0.51092896 0.51639344 0.53825137 0.48907104],0.461538461538462,0.47985347985348,0.536616161616162,0.544843049327354,0.531147540983606,0.556284153005465,0.44106463878327,0.414285714285714,0.462781954887218,0.481751824817518,0.496240601503759,0.480263157894737,0.52563550193882,0.513468013468014,0.536616161616161
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166,4, low_bits_6, svdn,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.55970149 0.54477612 0.52238806 0.55970149 0.53030303],0.554054054054054,0.603603603603604,0.556654676258993,0.643356643356643,0.826347305389221,0.541916167664671,0.64,0.838095238095238,0.568620268620269,0.687943262411348,0.881818181818182,0.606087662337662,0.651590106007067,0.839708561020036,0.560173996318189
svm_model_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163,8, low_bits_4, svdne,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.79435484 0.80241935 0.77822581 0.81451613 0.7983871 ],0.721549636803874,0.753026634382567,0.836398838334947,0.901385493072535,0.891935483870968,0.90241935483871,0.714640198511166,0.70935960591133,0.721346469622332,0.758293838862559,0.788177339901478,0.753612479474548,0.835282651072125,0.835282651072125,0.836391325536062
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200,8, low_bits_3, svdne,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.788      0.784      0.80645161 0.72580645 0.74193548],0.751207729468599,0.727053140096618,0.805984555984556,0.846787479406919,0.82636655948553,0.85048231511254,0.725333333333333,0.644549763033175,0.753309364275208,0.670553935860058,0.577889447236181,0.721502863152974,0.791925465838509,0.741279069767442,0.805735688729875
ensemble_model_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152,12, low_bits_2, svdne,1656,552,552,0.6,0.2,0.2, [0.75301205 0.76506024 0.78915663 0.76363636 0.75454545],0.808333333333333,0.761111111111111,0.832491582491583,0.853526220614828,0.855072463768116,0.853260869565217,0.834532374100719,0.988636363636364,0.812252964426878,0.80365296803653,0.956521739130435,0.756669960474308,0.841686555290374,0.890572390572391,0.832491582491583
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200,8, low_bits_3, svd,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.68992248 0.7248062  0.73255814 0.71875    0.66015625],0.77803738317757,0.703271028037383,0.795051353874883,0.829803921568627,0.822706065318818,0.831259720062208,0.790286975717439,0.852380952380952,0.779401485364788,0.728051391862955,0.762331838565022,0.700678114404462,0.8,0.815985130111524,0.794953165430997
ensemble_model_v2_N32_B134_E166_nb_zones_8_lab_svdne,32,134,166, zones, lab, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.89655172 0.86637931 0.85217391 0.85652174 0.89130435],0.8671875,0.8828125,0.932362122788762,0.970434782608696,0.967071057192374,0.97053726169844,0.874074074074074,0.880597014925373,0.866528015659408,0.877384196185286,0.875,0.8825,0.932362122788762,0.931392931392931,0.932363132363132
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200,8, low_bits_4, svd,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.75       0.79844961 0.75581395 0.74031008 0.81395349],0.718604651162791,0.690697674418605,0.788104089219331,0.839171974522293,0.81578947368421,0.843653250773994,0.705596107055961,0.68075117370892,0.718255771186257,0.687058823529412,0.672811059907834,0.690865623850631,0.782026768642447,0.760223048327137,0.788104089219331
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120,12, low_bits_4, svdn,1764,588,588,0.6,0.2,0.2, [0.61864407 0.61864407 0.60227273 0.56534091 0.59659091],0.617647058823529,0.601307189542484,0.855218855218855,0.941307993292342,0.954648526077098,0.940476190476191,0.626198083067093,0.666666666666667,0.619496855345912,0.625766871165644,0.641509433962264,0.599666281606982,0.85831960461285,0.877104377104377,0.855218855218855
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdn,32,134,166,4, low_bits_4_shifted_2, svdn,570,190,190,0.6,0.2,0.2, [0.66666667 0.68421053 0.63157895 0.71929825 0.59649123],0.573684210526316,0.521052631578947,0.614736842105263,0.702453987730061,0.803508771929825,0.659649122807018,0.682352941176471,0.91578947368421,0.573684210526316,0.651340996168582,0.876288659793814,0.513413147101208,0.686643835616438,0.840670859538784,0.613781518564318
ensemble_model_N16_B184_E200_nb_zones_6_lab_svd,16,184,200,6, lab, svd,792,264,264,0.6,0.2,0.2, [0.8125     0.86708861 0.87341772 0.81012658 0.82278481],0.871212121212121,0.825757575757576,0.875,0.891443167305236,0.881313131313131,0.892676767676768,0.885906040268456,0.904109589041096,0.867309031808684,0.836879432624114,0.900763358778626,0.826321529013373,0.878943506969919,0.890044576523031,0.874697713300155
svm_model_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170,4, lab, svdn,582,194,194,0.6,0.2,0.2, [0.62711864 0.49137931 0.55172414 0.62931034 0.61206897],0.597938144329897,0.494845360824742,0.574226804123711,0.583479789103691,0.570446735395189,0.592783505154639,0.585106382978723,0.604395604395604,0.598314307052171,0.489583333333333,0.489583333333333,0.494791666666667,0.564805057955743,0.560669456066946,0.574033915025343
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166,8, low_bits_2, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.81092437 0.78151261 0.84322034 0.78813559 0.8220339 ],0.756345177664975,0.807106598984772,0.822515212981744,0.855048859934853,0.886824324324324,0.849662162162162,0.75,0.688995215311005,0.760713823871719,0.802083333333333,0.766169154228856,0.807955043435671,0.824649298597194,0.821357285429142,0.822534312817663
ensemble_model_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163,10, lab, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.88741722 0.85430464 0.87333333 0.87666667 0.9       ],0.850917431192661,0.869266055045872,0.902356902356902,0.927440633245383,0.934840425531915,0.92686170212766,0.864864864864865,0.932735426008968,0.848996820985705,0.874172185430464,0.929577464788732,0.870618328806922,0.90530612244898,0.933501683501684,0.902356902356902
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163,8, low_bits_5, svdn,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.6        0.6        0.52293578 0.5733945  0.53669725],0.565934065934066,0.549450549450549,0.822722283205269,0.999085086916743,0.9981718464351,0.99908592321755,0.538011695906433,0.511111111111111,0.565338164251208,0.517647058823529,0.468085106382979,0.552224371373308,0.818028169014085,0.79344262295082,0.822851410703635
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166,4, low_bits_5, svdn,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.60344828 0.40517241 0.62068966 0.49137931 0.53448276],0.487046632124352,0.549222797927461,0.807453416149068,1,1,1,0.530805687203791,0.533333333333333,0.482575757575758,0.544502617801047,0.553191489361702,0.549323017408124,0.810590631364562,0.813905930470347,0.807372252446914
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svdne,16,184,200,6, low_bits_4_shifted_2, svdne,900,300,300,0.6,0.2,0.2, [0.80555556 0.84444444 0.77777778 0.78888889 0.79444444],0.75,0.78,0.841333333333333,0.89210233592881,0.891111111111111,0.892222222222222,0.761904761904762,0.759493670886076,0.749465145302193,0.782894736842105,0.798657718120805,0.780123561047158,0.843214756258234,0.845442536327609,0.841294619442405
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdn,40,80,120,12, low_bits_4_shifted_2, svdn,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.57219251 0.54545455 0.57258065 0.57526882 0.5483871 ],0.5390625,0.546875,0.558501683501684,0.610606784519828,0.685622317596567,0.562768240343348,0.611842105263158,0.768595041322314,0.550964187327824,0.635220125786163,0.748148148148148,0.535231098867462,0.613627992633517,0.701178451178451,0.558501683501684
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166,4, low_bits_6, svdn,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.68548387 0.62096774 0.54032258 0.59836066 0.60655738],0.51219512195122,0.517073170731707,0.796296296296296,0.983660130718954,0.977272727272727,0.983766233766234,0.576271186440678,0.62962962962963,0.505536464299351,0.521739130434783,0.545454545454545,0.518010291595197,0.801895734597156,0.821359223300971,0.796198202648528
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_shifted_2_svdne,8,192,200, zones, low_bits_4_shifted_2, svdne,1818,606,606,0.6,0.2,0.2, [0.76648352 0.75       0.71978022 0.73626374 0.75138122],0.720430107526882,0.709677419354839,0.830808080808081,0.861538461538462,0.831683168316832,0.866336633663366,0.719424460431654,0.72463768115942,0.720474868948504,0.730897009966777,0.780141843971631,0.708911501695961,0.827763496143959,0.813131313131313,0.830808080808081
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166,6, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.82258065 0.89673913 0.8423913  0.83695652 0.81521739],0.674267100977199,0.684039087947883,0.828125,0.927567567567567,0.93058568329718,0.927331887201735,0.673202614379085,0.647798742138365,0.675250722420534,0.673400673400673,0.680272108843537,0.683886054421769,0.827225130890052,0.823989569752282,0.828119622327376
svm_model_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120,12, low_bits_2, svdne,1688,562,562,0.600284495021337,0.199857752489331,0.199857752489331, [0.78402367 0.81065089 0.79585799 0.78994083 0.80952381],0.895348837209302,0.843023255813953,0.830808080808081,0.825892857142857,0.876777251184834,0.815165876777251,0.906735751295337,0.98314606741573,0.892175443346419,0.857142857142857,0.975903614457831,0.847502369026669,0.842723004694836,0.906565656565657,0.830808080808081
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.76495726 0.68803419 0.70512821 0.68534483 0.72413793],0.721649484536082,0.675257731958763,0.794026776519053,0.857142857142857,0.854202401372213,0.857632933104631,0.740384615384615,0.819148936170213,0.724574468085106,0.704225352112676,0.769230769230769,0.674770825029892,0.800399201596806,0.830227743271221,0.794212232291348
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdn,32,134,166,4, low_bits_4_shifted_2, svdn,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.63392857 0.625      0.60714286 0.60714286 0.60714286],0.634408602150538,0.60752688172043,0.831545064377682,0.970802919708029,0.95,0.971428571428572,0.630434782608696,0.69047619047619,0.639355742296919,0.654028436018957,0.75,0.609042553191489,0.833510074231177,0.861842105263158,0.83218155683326
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200,10, low_bits_5, svd,1536,512,512,0.6,0.2,0.2, [0.71428571 0.77922078 0.76948052 0.73856209 0.75816993],0.797619047619048,0.707142857142857,0.829545454545455,0.873798846893017,0.888020833333333,0.871744791666667,0.806378132118451,0.834905660377359,0.797260522496372,0.703614457831325,0.701923076923077,0.707093613933237,0.832298136645963,0.845959595959596,0.829545454545455
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200,12, low_bits_5, svd,1836,612,612,0.6,0.2,0.2, [0.72826087 0.73641304 0.72554348 0.73497268 0.75136612],0.737037037037037,0.714814814814815,0.821127946127946,0.852737905369484,0.873638344226579,0.849128540305011,0.734082397003745,0.73134328358209,0.73699517120281,0.711610486891386,0.698529411764706,0.714936347673398,0.824016563146998,0.837542087542088,0.821127946127946
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158,12, low_bits_4, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.71978022 0.73626374 0.77472527 0.73626374 0.78021978],0.741007194244604,0.751798561151079,0.866582491582492,0.901345291479821,0.883516483516483,0.903296703296703,0.763157894736842,0.878787878787879,0.747613117476131,0.778135048231511,0.828767123287671,0.747716894977169,0.867861609003752,0.876262626262626,0.866582491582492
ensemble_model_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170,4, lab, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.5        0.58474576 0.53389831 0.56896552 0.5862069 ],0.538461538461538,0.466666666666667,0.801229508196721,1,1,1,0.563106796116505,0.552380952380952,0.537301587301587,0.485148514851485,0.515789473684211,0.467894736842105,0.804828973843058,0.811359026369168,0.801124647760153
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svd,26,137,163,10, low_bits_4_shifted_2, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.84482759 0.83103448 0.88275862 0.82758621 0.83103448],0.771058315334773,0.75377969762419,0.853114478114478,0.908962597035992,0.888275862068965,0.911034482758621,0.775423728813559,0.813333333333333,0.772212885154062,0.766393442622951,0.785714285714286,0.752857142857143,0.853176272612537,0.853535353535353,0.853114478114478
ensemble_model_v2_N16_B184_E200_nb_zones_6_lab_svd,16,184,200, zones, lab, svd,870,290,290,0.6,0.2,0.2, [0.84482759 0.83333333 0.82758621 0.88505747 0.90804598],0.848275862068965,0.83448275862069,0.886206896551724,0.915411355735805,0.908045977011494,0.916091954022988,0.843971631205674,0.804054054054054,0.849210125618576,0.808,0.753731343283582,0.828788748564868,0.881720430107527,0.857740585774058,0.885896213760153
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.71370968 0.68951613 0.70731707 0.70325203 0.70325203],0.67639902676399,0.722627737226277,0.800583657587549,0.870119521912351,0.884927066450567,0.867909238249595,0.708971553610503,0.746543778801843,0.67224096156587,0.738532110091743,0.766666666666667,0.721641791044776,0.809124767225326,0.832375478927203,0.800081020096012
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158,12, low_bits_5, svd,1662,554,554,0.6,0.2,0.2, [0.82934132 0.8253012  0.81325301 0.8373494  0.81024096],0.84593837535014,0.868347338935574,0.890151515151515,0.901180857675575,0.872442839951865,0.904332129963899,0.850948509485095,0.853260869565217,0.845705579291279,0.870523415977961,0.913294797687861,0.8696908771048,0.888509184109355,0.875420875420875,0.890151515151515
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166,8, low_bits_3, svdn,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.69491525 0.62820513 0.64529915 0.66666667 0.62820513],0.538461538461538,0.594871794871795,0.619364754098361,0.66721446179129,0.692832764505119,0.654436860068259,0.536082474226804,0.556149732620321,0.539158610152525,0.623809523809524,0.629807692307692,0.592376373626374,0.633086419753086,0.653414882772681,0.619189418729286
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,1542,514,514,0.6,0.2,0.2, [0.84516129 0.81168831 0.88311688 0.88636364 0.83766234],0.748201438848921,0.772182254196643,0.859006734006734,0.912959381044487,0.918287937743191,0.912451361867704,0.758620689655172,0.804878048780488,0.749137137597791,0.781609195402299,0.80188679245283,0.771675103543488,0.861627426683189,0.877946127946128,0.859006734006734
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166,4, low_bits_5, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.48387097 0.55645161 0.52419355 0.56451613 0.55645161],0.461165048543689,0.538834951456311,0.795542635658915,0.991922455573505,0.990322580645161,0.991935483870967,0.511013215859031,0.585858585858586,0.465826489190975,0.609053497942387,0.69811320754717,0.534056603773585,0.806244260789715,0.852427184466019,0.795652663799741
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.70614035 0.72807018 0.71052632 0.77876106 0.74778761],0.753968253968254,0.701058201058201,0.812367864693446,0.868953386103782,0.869718309859155,0.868838028169014,0.754617414248021,0.744791666666667,0.75411626344086,0.70026525198939,0.717391304347826,0.701479157328552,0.812466983623878,0.814618644067797,0.812372613173139
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163,10, low_bits_2, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.82792208 0.78896104 0.81818182 0.78246753 0.79545455],0.803827751196172,0.818181818181818,0.849326599326599,0.872286079182631,0.887012987012987,0.87012987012987,0.788659793814433,0.776649746192893,0.802352022417714,0.824884792626728,0.809954751131222,0.818682959321956,0.850083752093802,0.854377104377104,0.849326599326599
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.76013514 0.76013514 0.71283784 0.81756757 0.79591837],0.759465478841871,0.790645879732739,0.843434343434343,0.886058981233244,0.894451962110961,0.884979702300406,0.779591836734694,0.876146788990826,0.762748719170738,0.809716599190283,0.865800865800866,0.788405020056396,0.849757673667205,0.885521885521885,0.843434343434343
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,606,202,202,0.6,0.2,0.2, [0.56557377 0.49180328 0.60655738 0.61666667 0.6       ],0.534653465346535,0.574257425742574,0.796039603960396,0.956666666666667,0.947194719471947,0.957095709570957,0.580357142857143,0.677083333333333,0.541371855345912,0.612612612612613,0.653846153846154,0.57182103610675,0.803059273422562,0.834990059642147,0.796193254673145
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_shifted_2_svdne,16,184,200, zones, low_bits_4_shifted_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.7712766  0.76595745 0.78494624 0.80107527 0.75268817],0.697749196141479,0.704180064308682,0.824550128534704,0.907150480256136,0.910064239828694,0.906852248394004,0.675862068965517,0.662162162162162,0.696111755927707,0.676056338028169,0.64,0.701987577639752,0.819324950363997,0.809150326797386,0.824297034447998
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163,8, low_bits_4, svdne,1122,374,374,0.6,0.2,0.2, [0.77433628 0.72321429 0.68303571 0.75892857 0.72767857],0.70855614973262,0.764705882352941,0.871657754010695,0.961156278229449,0.948306595365419,0.961675579322638,0.70299727520436,0.720670391061452,0.709053144248675,0.777777777777778,0.777777777777778,0.763888888888889,0.871657754010695,0.868869936034115,0.87166672767371
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,1206,402,402,0.6,0.2,0.2, [0.71900826 0.75206612 0.70247934 0.725      0.73333333],0.713930348258706,0.706467661691542,0.821393034825871,0.900316455696202,0.943615257048093,0.895522388059702,0.726840855106888,0.753694581280788,0.713530707725821,0.728110599078341,0.793969849246231,0.707329752209323,0.830580462482303,0.875621890547264,0.821393034825871
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdn,32,134,166, zones, low_bits_4_shifted_2, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.56666667 0.53389831 0.62711864 0.57627119 0.57627119],0.517766497461929,0.558375634517766,0.806288032454361,0.984822934232715,0.986486486486486,0.984797297297297,0.457142857142857,0.454545454545455,0.511676396997498,0.575609756097561,0.567307692307692,0.557847394540943,0.803699897225077,0.801229508196721,0.8062372440582
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.68181818 0.69421488 0.74166667 0.70416667 0.73333333],0.72568578553616,0.660847880299252,0.803589232303091,0.876871880199667,0.875415282392027,0.877076411960133,0.738095238095238,0.759803921568627,0.725079625758933,0.663366336633663,0.653658536585366,0.661012941762071,0.805528134254689,0.807121661721068,0.803560830860534
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.49615385 0.46538462 0.51550388 0.54651163 0.58527132],0.489559164733179,0.519721577726218,0.795454545454545,0.989147286821705,0.986089644513138,0.989180834621329,0.495412844036697,0.497695852534562,0.489502131874758,0.501204819277108,0.497607655502392,0.519074098021466,0.794021485287249,0.792171481826654,0.795439388189412
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svdn,40,130,170, zones, lab, svdn,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.51724138 0.51724138 0.52631579 0.62280702 0.51754386],0.49738219895288,0.549738219895288,0.803347280334728,0.989583333333333,0.993031358885017,0.989547038327526,0.559633027522936,0.648936170212766,0.499725817065146,0.598130841121495,0.60377358490566,0.543063263041065,0.813492063492063,0.841889117043121,0.802607671527957
svm_model_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166,4, low_bits_6, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.88596491 0.84821429 0.85714286 0.90178571 0.83928571],0.695187165775401,0.700534759358289,0.806623931623932,0.881944444444444,0.903914590747331,0.879003558718861,0.666666666666667,0.581632653061224,0.700928686081174,0.645569620253165,0.548387096774194,0.699725463280714,0.8,0.766949152542373,0.806965955581531
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.85483871 0.875      0.8423913  0.79891304 0.80978261],0.674267100977199,0.609120521172638,0.856770833333333,1,1,1,0.736842105263158,0.886075949367089,0.667870189448645,0.666666666666667,0.810810810810811,0.616097229304777,0.8676293622142,0.940026075619296,0.856879097627593
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_3_svdne,40,80,120, zones, low_bits_3, svdne,1706,568,568,0.600281491907108,0.199859254046446,0.199859254046446, [0.80994152 0.80116959 0.77777778 0.80882353 0.81470588],0.802985074626866,0.808955223880597,0.853956228956229,0.874783612233122,0.88862837045721,0.872801875732708,0.782894736842105,0.712574850299401,0.802715996578272,0.803680981595092,0.779761904761905,0.809042629027659,0.853152771900127,0.848484848484848,0.853956228956229
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158,12, low_bits_3, svdn,1806,602,602,0.6,0.2,0.2, [0.51381215 0.49171271 0.53867403 0.53055556 0.55833333],0.543859649122807,0.578947368421053,0.894781144781145,1,1,1,0.560810810810811,0.597122302158273,0.54513649354489,0.589041095890411,0.589041095890411,0.578693209815709,0.895572263993317,0.902356902356902,0.894781144781145
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.58474576 0.54237288 0.51694915 0.46551724 0.56896552],0.528205128205128,0.517948717948718,0.807377049180328,0.996598639455782,1,0.996587030716724,0.505376344086022,0.522222222222222,0.527777777777778,0.494623655913979,0.48421052631579,0.517105263157895,0.804166666666667,0.807531380753138,0.807380148207894
svm_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdne,32,134,166,4, low_bits_4_shifted_2, svdne,588,196,196,0.6,0.2,0.2, [0.89830508 0.93220339 0.8559322  0.90677966 0.90517241],0.755102040816326,0.75,0.859183673469388,0.932454695222405,0.962585034013605,0.930272108843537,0.747368421052632,0.816091954022988,0.761256986185806,0.780269058295964,0.820754716981132,0.743710691823899,0.864705882352941,0.905544147843942,0.859465785889517
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.79741379 0.7887931  0.83043478 0.80434783 0.80869565],0.7734375,0.770833333333333,0.855879292403746,0.911458333333333,0.909878682842288,0.911611785095321,0.788321167883212,0.81,0.771847826086957,0.783251231527094,0.836842105263158,0.771513836136734,0.859319451498222,0.874870734229576,0.855759974444631
svm_model_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200,6, lab, svdne,900,300,300,0.6,0.2,0.2, [0.81111111 0.78888889 0.81666667 0.84444444 0.82777778],0.853333333333333,0.866666666666667,0.834666666666667,0.822510822510822,0.844444444444444,0.817777777777778,0.858064516129032,0.869281045751634,0.853007869814593,0.865771812080537,0.883561643835616,0.867105497242484,0.838120104438642,0.857142857142857,0.834696595016169
svm_model_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170,4, lab, svdne,564,188,188,0.6,0.2,0.2, [0.87719298 0.87719298 0.92857143 0.92857143 0.88392857],0.829787234042553,0.835106382978723,0.923404255319149,0.983842010771993,0.971631205673759,0.984042553191489,0.831578947368421,0.897727272727273,0.833863636363636,0.845771144278607,0.876288659793814,0.833748725501303,0.924050632911392,0.937901498929336,0.923496204010123
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166,4, low_bits_6, svdne,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.92156863 0.89215686 0.95098039 0.91       0.86      ],0.702380952380952,0.726190476190476,0.844418052256532,0.931237721021611,0.936758893280632,0.930830039525691,0.764150943396226,0.964285714285714,0.702380952380952,0.790909090909091,0.945652173913044,0.703089244851259,0.860786397449522,0.944055944055944,0.842488020454122
svm_model_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200,12, low_bits_6, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.75       0.77747253 0.74175824 0.72802198 0.75274725],0.766187050359712,0.766187050359712,0.763888888888889,0.773753280839895,0.80989010989011,0.763186813186813,0.782608695652174,0.854014598540146,0.767432831184967,0.788273615635179,0.858156028368794,0.764844437542061,0.776583034647551,0.820707070707071,0.763888888888889
svm_model_N32_B134_E166_nb_zones_10_lab_svd,32,134,166,10, lab, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.93624161 0.92281879 0.90540541 0.90540541 0.90878378],0.7847533632287,0.804932735426009,0.875841750841751,0.926218708827405,0.94743935309973,0.924528301886792,0.811764705882353,0.932432432432432,0.785412644787645,0.827722772277228,0.933035714285714,0.804355694980695,0.883537307540466,0.941919191919192,0.875841750841751
svm_model_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200,8, low_bits_2, svdne,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.70614035 0.71681416 0.68141593 0.65044248 0.66371681],0.694960212201591,0.692307692307692,0.689289501590668,0.694229112833764,0.712014134275618,0.686395759717315,0.690026954177898,0.711111111111111,0.695657078398195,0.708542713567839,0.712121212121212,0.691256136786863,0.696373056994819,0.711864406779661,0.689265536723164
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170,4, low_bits_3, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.80701754 0.81578947 0.81578947 0.86842105 0.83928571],0.756613756613757,0.814814814814815,0.817124735729387,0.853035143769968,0.940140845070422,0.838028169014084,0.767676767676768,0.91566265060241,0.773869061150261,0.814814814814815,0.939024390243902,0.829325279234101,0.829220138203356,0.935412026726058,0.822836798071278
svm_model_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166,4, low_bits_5, svdne,636,212,212,0.6,0.2,0.2, [0.8984375  0.8515625  0.8671875  0.91269841 0.88888889],0.80188679245283,0.783018867924528,0.868867924528302,0.916530278232406,0.880503144654088,0.919811320754717,0.825,0.9,0.798039215686274,0.809917355371901,0.890909090909091,0.778787878787879,0.872827081427264,0.886617100371747,0.868595906507712
ensemble_model_v2_N26_B137_E163_nb_zones_10_lab_svdne,26,137,163, zones, lab, svdne,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.86666667 0.89261745 0.86912752 0.88926174 0.84563758],0.880090497737556,0.898190045248869,0.920454545454545,0.939048894842599,0.939678284182306,0.939008042895442,0.883002207505519,0.909090909090909,0.88022113022113,0.90280777537797,0.941441441441441,0.897993447993448,0.921544209215442,0.934343434343434,0.920454545454545
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svd,16,184,200,8, low_bits_4_shifted_2, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.80909091 0.79090909 0.80909091 0.78636364 0.77272727],0.748633879781421,0.702185792349727,0.771834061135371,0.775129533678757,0.68,0.802727272727273,0.732558139534884,0.732558139534884,0.747722368736514,0.694677871148459,0.688888888888889,0.701971326164875,0.749099639855942,0.69179600886918,0.770629187230289
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdne,32,134,166,4, low_bits_4_shifted_2, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.796875  0.8125    0.84375   0.8203125 0.7890625],0.690140845070423,0.713615023474178,0.839587242026266,0.927631578947368,0.88125,0.93125,0.691588785046729,0.732673267326733,0.692229490806224,0.705314009661836,0.722772277227723,0.714064710042433,0.833819241982507,0.82183908045977,0.839228363759297
ensemble_model_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170,4, lab, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.89830508 0.88983051 0.86440678 0.88793103 0.9137931 ],0.82051282051282,0.846153846153846,0.924180327868852,0.984402079722704,0.969283276450512,0.984641638225256,0.837209302325581,0.978260869565217,0.828936260025327,0.870689655172414,0.961904761904762,0.836507936507937,0.927734375,0.969387755102041,0.923994289073654
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,1222,407,407,0.600196463654224,0.199901768172888,0.199901768172888, [0.54471545 0.56557377 0.50409836 0.54918033 0.49180328],0.574938574938575,0.540540540540541,0.81237721021611,0.98202614379085,0.983633387888707,0.981996726677578,0.570719602977668,0.558252427184466,0.575146114089745,0.56,0.572115384615385,0.539826536528798,0.813840155945419,0.814634146341463,0.812361583556488
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,630,210,210,0.6,0.2,0.2, [0.88095238 0.88095238 0.85714286 0.88095238 0.87301587],0.714285714285714,0.771428571428571,0.872380952380952,0.957095709570957,0.920634920634921,0.958730158730159,0.72972972972973,0.794117647058823,0.716503267973856,0.764705882352941,0.757281553398058,0.77116414118501,0.87015503875969,0.863461538461539,0.872296806966618
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166,6, low_bits_4, svdn,772,257,257,0.600311041990669,0.199844479004666,0.199844479004666, [0.6474359  0.56493506 0.58441558 0.58441558 0.71428571],0.536964980544747,0.599221789883268,0.600311041990669,0.654028436018957,0.715025906735751,0.621761658031088,0.522088353413655,0.52,0.536515151515151,0.628158844765343,0.639705882352941,0.596712445308702,0.624817518248175,0.661514683153014,0.599927920606241
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158,12, low_bits_6, svdn,1740,580,580,0.6,0.2,0.2, [0.5316092  0.54597701 0.47701149 0.52873563 0.54022989],0.509433962264151,0.468553459119497,0.547979797979798,0.560703812316716,0.549425287356322,0.569540229885057,0.493506493506493,0.484076433121019,0.509118961902124,0.463492063492063,0.453416149068323,0.468746291094671,0.538659793814433,0.527777777777778,0.547979797979798
ensemble_model_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200,6, lab, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.88333333 0.83146067 0.88764045 0.76404494 0.82022472],0.848484848484848,0.875420875420875,0.876850605652759,0.889132821075741,0.908071748878924,0.88677130044843,0.865671641791045,0.935483870967742,0.844502498864153,0.881028938906752,0.958041958041958,0.878371628371628,0.882466281310212,0.923387096774194,0.876787888009738
svm_model_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163,8, low_bits_6, svdne,1224,408,408,0.6,0.2,0.2, [0.87804878 0.87804878 0.87704918 0.88114754 0.89344262],0.78921568627451,0.745098039215686,0.838235294117647,0.884297520661157,0.874183006535948,0.88562091503268,0.808888888888889,0.883495145631068,0.788282226280881,0.758139534883721,0.831632653061224,0.748363496341933,0.842105263157895,0.867850098619329,0.838408480108885
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,1416,472,472,0.6,0.2,0.2, [0.75352113 0.76760563 0.74295775 0.72695035 0.74468085],0.745762711864407,0.724576271186441,0.813983050847458,0.868108862526169,0.878531073446328,0.866525423728814,0.753086419753086,0.753086419753086,0.745538843064316,0.721030042918455,0.743362831858407,0.725339952514569,0.815932914046122,0.826677994902294,0.81401524428124
ensemble_model_v2_N4_B148_E152_nb_zones_12_low_bits_2_svdne,4,148,152, zones, low_bits_2, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.81284916 0.80726257 0.80446927 0.80446927 0.80726257],0.716723549488055,0.737201365187713,0.836279461279461,0.865214832254267,0.821229050279329,0.872067039106145,0.741433021806854,0.856115107913669,0.72351209941138,0.774193548387097,0.857142857142857,0.730729701952724,0.835239305379077,0.82996632996633,0.836279461279461
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170,4, low_bits_3, svd,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.87272727 0.89814815 0.85185185 0.87037037 0.90740741],0.711111111111111,0.677777777777778,0.850332594235033,0.955277280858676,0.985239852398524,0.953874538745387,0.757009345794392,0.910112359550562,0.713297938017039,0.731481481481482,0.897727272727273,0.682559288537549,0.863498483316481,0.953125,0.851011839207049
ensemble_model_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166,4, low_bits_5, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.9609375  0.9453125  0.92063492 0.9047619  0.93650794],0.748815165876777,0.772511848341232,0.899621212121212,0.992125984251969,0.993690851735016,0.99211356466877,0.778242677824268,0.894230769230769,0.750853702372394,0.80327868852459,0.924528301886792,0.771787960467206,0.905187835420394,0.960151802656546,0.89973563667799
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,1236,412,412,0.6,0.2,0.2, [0.83064516 0.78629032 0.78225806 0.79674797 0.7804878 ],0.66747572815534,0.701456310679612,0.831553398058252,0.930566640063847,0.94336569579288,0.929611650485437,0.671462829736211,0.663507109004739,0.667574450024758,0.72108843537415,0.746478873239437,0.699872602448864,0.835622927522501,0.846449136276391,0.831377809788491
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200,10, low_bits_4, svd,1422,474,474,0.6,0.2,0.2, [0.67832168 0.73239437 0.70070423 0.67957746 0.69366197],0.694092827004219,0.672995780590717,0.69789029535865,0.751789976133651,0.886075949367089,0.707454289732771,0.756302521008403,0.982532751091703,0.703511273505035,0.752791068580542,0.967213114754098,0.664041339985745,0.752933057280883,0.921452702702703,0.69807879654528
svm_model_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200,8, low_bits_4, svdne,1170,390,390,0.6,0.2,0.2, [0.7991453  0.79487179 0.79487179 0.76068376 0.74358974],0.638461538461538,0.671794871794872,0.731282051282051,0.808126410835214,0.917948717948718,0.782051282051282,0.709278350515464,0.945054945054945,0.657623626373626,0.750972762645914,0.950738916256158,0.659861436737705,0.774914089347079,0.929896907216495,0.732295392383758
svm_model_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200,10, low_bits_6, svdne,1458,486,486,0.6,0.2,0.2, [0.77739726 0.81164384 0.78082192 0.77739726 0.77586207],0.764705882352941,0.760348583877996,0.780723905723906,0.794854434664861,0.805212620027435,0.792181069958848,0.783132530120482,0.847826086956522,0.764524397190051,0.78,0.851528384279476,0.76054680083539,0.789494949494949,0.822390572390572,0.780723905723906
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_4_shifted_2_svdne,32,134,166, zones, low_bits_4_shifted_2, svdne,600,200,200,0.6,0.2,0.2, [0.9        0.89166667 0.875      0.90833333 0.875     ],0.815,0.795,0.903,0.968067226890756,0.96,0.968333333333333,0.812182741116751,0.833333333333333,0.815705128205128,0.796019900497512,0.824742268041237,0.795866279651686,0.902316213494461,0.908722109533468,0.903079003484683
svm_model_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200,8, low_bits_3, svdne,1134,378,378,0.6,0.2,0.2, [0.71491228 0.70614035 0.74778761 0.69911504 0.73893805],0.716931216931217,0.703703703703704,0.729100529100529,0.748065348237317,0.767195767195767,0.741622574955908,0.719160104986876,0.721052631578947,0.716909294512878,0.703703703703704,0.711229946524064,0.703782512529048,0.733610822060354,0.746822033898305,0.729119262192281
ensemble_model_v2_N40_B130_E170_nb_zones_4_lab_svdne,40,130,170, zones, lab, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.91269841 0.91269841 0.88888889 0.88709677 0.91935484],0.802884615384615,0.798076923076923,0.9021113243762,0.9688013136289,0.942492012779553,0.96964856230032,0.801932367149758,0.855670103092784,0.80621342992477,0.830645161290323,0.895652173913044,0.786535764375877,0.904135338345865,0.916190476190476,0.902002394768352
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svd,26,137,163, zones, low_bits_4_shifted_2, svd,1410,470,470,0.6,0.2,0.2, [0.81914894 0.83333333 0.82269504 0.87234043 0.83687943],0.761702127659574,0.765957446808511,0.864255319148936,0.931156848828957,0.930496453900709,0.931205673758865,0.771428571428571,0.78099173553719,0.761109902856314,0.760869565217391,0.777777777777778,0.766439909297052,0.864773208986859,0.870307167235495,0.864270731325727
svm_model_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200,4, low_bits_2, svd,584,194,194,0.60082304526749,0.199588477366255,0.199588477366255, [0.6779661  0.66101695 0.71551724 0.62068966 0.69827586],0.634020618556701,0.664948453608247,0.667695473251029,0.673647469458988,0.660958904109589,0.679794520547945,0.624338624338624,0.648351648351648,0.634855435826309,0.640883977900552,0.610526315789474,0.663849016480595,0.657476139978791,0.648535564853556,0.667385191333661
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166,8, low_bits_3, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.54545455 0.62396694 0.64876033 0.58264463 0.54132231],0.607940446650124,0.627791563275434,0.846230158730159,0.998344370860927,0.996694214876033,0.998347107438017,0.644144144144144,0.715,0.608731527093596,0.663677130044843,0.766839378238342,0.633419689119171,0.852240228789323,0.895791583166333,0.846717009657822
ensemble_model_v2_N32_B134_E166_nb_zones_4_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.93965517 0.93103448 0.90517241 0.80172414 0.93859649],0.6875,0.677083333333333,0.855509355509355,0.969804618117229,0.944636678200692,0.970588235294117,0.724770642201835,0.79,0.68304347826087,0.696078431372549,0.806818181818182,0.687062937062937,0.858883248730965,0.886792452830189,0.855767360435713
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120,12, low_bits_5, svdn,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.60655738 0.60928962 0.62568306 0.62912088 0.57692308],0.592727272727273,0.585454545454545,0.639309764309764,0.717673378076063,0.87842278203724,0.654435925520263,0.636363636363636,0.748091603053435,0.599740245971162,0.648148148148148,0.729166666666667,0.5783237913486,0.701081269619812,0.845959595959596,0.639309764309764
svm_model_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200,10, low_bits_3, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.73026316 0.75328947 0.73684211 0.76821192 0.69205298],0.795348837209302,0.73953488372093,0.748737373737374,0.721793973370708,0.679419525065963,0.738126649076517,0.79047619047619,0.754545454545455,0.796320346320346,0.724137931034483,0.7,0.738636363636364,0.735019973368842,0.696969696969697,0.748737373737374
ensemble_model_v2_N16_B184_E200_nb_zones_6_lab_svdne,16,184,200, zones, lab, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.85795455 0.84090909 0.86206897 0.83333333 0.85632184],0.804123711340206,0.84192439862543,0.864010989010989,0.893617021276596,0.91304347826087,0.891304347826087,0.819047619047619,0.902097902097902,0.805778680778681,0.858024691358025,0.932885906040268,0.839682389639852,0.870757180156658,0.914951989026063,0.863940918859661
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120,12, low_bits_6, svdn,1776,592,592,0.6,0.2,0.2, [0.57022472 0.59550562 0.64044944 0.61016949 0.61864407],0.533333333333333,0.57,0.875,0.984072810011376,0.974099099099099,0.984234234234234,0.545454545454545,0.563758389261745,0.533534823769945,0.574257425742574,0.576158940397351,0.569958664829548,0.874630645842128,0.872053872053872,0.875
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.7734375  0.7890625  0.76984127 0.77777778 0.87301587],0.744075829383886,0.777251184834123,0.863636363636364,0.932283464566929,0.933753943217666,0.93217665615142,0.740384615384615,0.819148936170213,0.751454809965448,0.79295154185022,0.825688073394495,0.775589134736463,0.865420560747663,0.890384615384615,0.864035591274397
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svd,16,142,158, zones, low_bits_5, svd,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.83522727 0.84090909 0.82857143 0.87142857 0.84285714],0.790996784565916,0.784565916398714,0.893939393939394,0.929328621908127,0.899657924743443,0.931584948688711,0.771929824561403,0.758620689655172,0.788948899044454,0.784565916398714,0.734939759036145,0.788159534690486,0.890148212728858,0.859427609427609,0.893939393939394
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166,6, low_bits_6, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.85057471 0.84883721 0.78488372 0.81395349 0.78488372],0.738675958188153,0.773519163763066,0.839136490250696,0.89922480620155,0.94199535962877,0.894431554524362,0.76038338658147,0.832167832167832,0.739000582750583,0.801223241590214,0.935714285714286,0.777380952380952,0.850291639662994,0.918767507002801,0.839577659318575
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.78145695 0.79801325 0.82450331 0.82119205 0.78666667],0.792626728110599,0.804147465437788,0.853114478114478,0.885375494071146,0.891246684350133,0.884615384615385,0.794520547945205,0.809302325581395,0.792779016671976,0.808988764044944,0.821917808219178,0.803982159923542,0.854643898375677,0.863636363636364,0.853114478114478
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200,4, low_bits_2, svd,618,206,206,0.6,0.2,0.2, [0.67741935 0.7016129  0.66129032 0.65322581 0.58196721],0.621359223300971,0.606796116504854,0.833009708737864,0.978998384491115,0.980582524271845,0.978964401294498,0.589473684210526,0.538461538461538,0.622171945701357,0.608695652173913,0.594339622641509,0.607169811320755,0.830708661417323,0.813102119460501,0.833165541139252
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120,12, low_bits_2, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.86079545 0.86647727 0.79829545 0.80571429 0.84571429],0.796774193548387,0.790322580645161,0.85563973063973,0.882705946535734,0.921412300683371,0.877562642369021,0.801261829652997,0.808917197452229,0.796615461471213,0.788273615635179,0.790849673202614,0.790329295200033,0.86039886039886,0.88973063973064,0.85563973063973
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200,8, low_bits_2, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.70967742 0.68145161 0.63306452 0.69354839 0.72764228],0.716019417475728,0.713592233009709,0.809408341416101,0.87258064516129,0.873990306946688,0.872374798061389,0.70076726342711,0.668292682926829,0.715788853540709,0.69109947643979,0.653465346534653,0.712446958981612,0.804769001490313,0.789473684210526,0.809312131680553
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_5_svd,4,196,200, zones, low_bits_5, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.76011561 0.73988439 0.76589595 0.73546512 0.73837209],0.673846153846154,0.72,0.82996632996633,0.881916714204221,0.895712630359212,0.880069524913094,0.664556962025316,0.632530120481928,0.6747556262787,0.689419795221843,0.635220125786163,0.718212472531636,0.82895850973751,0.824074074074074,0.82996632996633
svm_model_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163,8, low_bits_5, svdne,1146,382,382,0.6,0.2,0.2, [0.86956522 0.90434783 0.83913043 0.87719298 0.87719298],0.785340314136126,0.806282722513089,0.864921465968586,0.91005291005291,0.900523560209424,0.910994764397906,0.798029556650246,0.818181818181818,0.784090909090909,0.813131313131313,0.856382978723404,0.807057468743145,0.866735537190083,0.874869655891554,0.864879622898458
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svd,16,184,200,8, low_bits_4_shifted_2, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.77916667 0.74583333 0.75833333 0.77310924 0.78571429],0.736180904522613,0.683417085427136,0.801204819277108,0.855643044619423,0.817725752508361,0.862040133779264,0.682779456193353,0.588541666666667,0.731164037216828,0.60377358490566,0.492307692307692,0.679651383099659,0.779017857142857,0.708629441624365,0.800193568875738
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svd,16,142,158, zones, low_bits_4, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.7849162  0.77374302 0.78212291 0.7752809  0.78370787],0.671186440677966,0.698305084745763,0.855218855218855,0.914130434782609,0.941769316909295,0.911534154535274,0.697819314641745,0.756756756756757,0.670895385181099,0.722741433021807,0.789115646258503,0.698611877183306,0.861402095084609,0.89983164983165,0.855218855218855
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158,12, low_bits_2, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.49725275 0.51373626 0.49171271 0.49447514 0.50828729],0.523131672597865,0.526690391459075,0.887626262626263,1,1,1,0.524822695035461,0.513888888888889,0.523367802108678,0.49811320754717,0.481751824817518,0.525598134630981,0.886912325285896,0.881313131313131,0.887626262626262
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166,8, low_bits_2, svdn,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.59649123 0.54385965 0.51315789 0.54385965 0.57964602],0.556728232189974,0.535620052770449,0.554852320675106,0.584717607973422,0.618629173989455,0.560632688927944,0.571428571428571,0.595744680851064,0.557034644090453,0.54639175257732,0.579234972677596,0.537066465930635,0.574596774193548,0.606382978723404,0.555283539570907
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svd,32,134,166,6, low_bits_4_shifted_2, svd,918,306,306,0.6,0.2,0.2, [0.83695652 0.85869565 0.80978261 0.83695652 0.83516484],0.712418300653595,0.705882352941176,0.845098039215686,0.935939196525516,0.938997821350762,0.935729847494554,0.760869565217391,0.909090909090909,0.711124401913876,0.748603351955307,0.881578947368421,0.707023239917977,0.856102003642987,0.92156862745098,0.845098039215686
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163,8, low_bits_6, svdne,1218,406,406,0.6,0.2,0.2, [0.86065574 0.8852459  0.86065574 0.85245902 0.87603306],0.80295566502463,0.815270935960591,0.894581280788177,0.95152013147083,0.950738916256158,0.951559934318555,0.81042654028436,0.842364532019704,0.80295566502463,0.811083123425693,0.817258883248731,0.815328006217667,0.894891944990177,0.902874132804757,0.894630014492486
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166,6, low_bits_4, svdn,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.58064516 0.57526882 0.57526882 0.56521739 0.55978261],0.548701298701299,0.594155844155844,0.828793774319066,1,1,1,0.569659442724458,0.625850340136054,0.552055604850636,0.590163934426229,0.666666666666667,0.602119460500963,0.83011583011583,0.865771812080537,0.830000084208399
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.66393443 0.64754098 0.67213115 0.6147541  0.6557377 ],0.620689655172414,0.630541871921182,0.793307086614173,0.904605263157895,0.901639344262295,0.904918032786885,0.564971751412429,0.510204081632653,0.617006802721088,0.581005586592179,0.495238095238095,0.635374149659864,0.782157676348548,0.742125984251969,0.793307086614173
ensemble_model_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200,8, low_bits_4, svdne,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.7107438  0.71900826 0.78333333 0.76666667 0.76666667],0.733167082294264,0.730673316708229,0.831505483549352,0.899262899262899,0.911960132890366,0.897840531561462,0.76889848812095,0.855769230769231,0.728402750099641,0.767241379310345,0.903553299492386,0.733639394844232,0.842644320297952,0.8987090367428,0.831236400253282
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200,12, low_bits_6, svdne,1776,592,592,0.6,0.2,0.2, [0.76685393 0.78651685 0.76123596 0.73728814 0.78531073],0.723333333333333,0.693333333333333,0.851430976430976,0.901111111111111,0.913288288288288,0.899774774774775,0.71864406779661,0.757142857142857,0.725446428571429,0.714285714285714,0.71875,0.691517857142857,0.853951179147704,0.868686868686869,0.851430976430976
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170,4, low_bits_3, svdn,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.72794118 0.74264706 0.71323529 0.67647059 0.63970588],0.646017699115044,0.584070796460177,0.685512367491166,0.745098039215686,0.782352941176471,0.732352941176471,0.565217391304348,0.541666666666667,0.632371794871795,0.580357142857143,0.585585585585586,0.58409714061888,0.68270944741533,0.70018281535649,0.685988843575681
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166,6, low_bits_5, svd,862,287,287,0.600278551532033,0.199860724233983,0.199860724233983, [0.86781609 0.85465116 0.81976744 0.90116279 0.85465116],0.81184668989547,0.825783972125435,0.856545961002785,0.87621359223301,0.837587006960557,0.881670533642691,0.805755395683453,0.82962962962963,0.812841130604288,0.838709677419355,0.833333333333333,0.825063613231552,0.854107648725213,0.835180055401662,0.856665657952932
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163,10, low_bits_3, svdn,1524,508,508,0.6,0.2,0.2, [0.61764706 0.55555556 0.54276316 0.52631579 0.61513158],0.551643192488263,0.55868544600939,0.590909090909091,0.612671456564337,0.615485564304462,0.610892388451444,0.541966426858513,0.52073732718894,0.552234692302604,0.517948717948718,0.483253588516746,0.55729499702335,0.58426005132592,0.574915824915825,0.590909090909091
svm_model_N40_B130_E170_nb_zones_6_lab_svd,40,130,170,6, lab, svd,998,332,332,0.600481347773767,0.199759326113117,0.199759326113117, [0.92       0.9        0.89       0.895      0.87878788],0.780120481927711,0.795180722891566,0.909747292418773,0.990899898887765,0.981963927855711,0.990981963927855,0.812339331619537,0.951807228915663,0.780120481927711,0.831683168316832,0.949152542372881,0.784253690541279,0.915824915824916,0.969121140142518,0.908950813973698
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200,10, low_bits_6, svdne,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.79299363 0.81847134 0.81089744 0.80128205 0.82692308],0.741379310344828,0.724137931034483,0.845117845117845,0.902643455834945,0.895140664961637,0.903452685421995,0.721485411140583,0.686868686868687,0.740068958818959,0.72,0.692307692307692,0.724941724941725,0.84192439862543,0.824915824915825,0.845117845117845
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200,8, low_bits_3, svdne,1168,389,389,0.600205549845838,0.199897225077081,0.199897225077081, [0.71794872 0.69230769 0.69230769 0.73504274 0.84913793],0.724935732647815,0.717223650385604,0.808324768756423,0.866438356164383,0.866438356164383,0.866438356164383,0.724935732647815,0.719387755102041,0.724978851644284,0.701086956521739,0.654822335025381,0.71803616751269,0.806233766233766,0.794268167860798,0.808382793940719
svm_model_N16_B184_E200_nb_zones_8_lab_svd,16,184,200,8, lab, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.84615385 0.8362069  0.81465517 0.87931034 0.85344828],0.82687338501292,0.847545219638243,0.867768595041322,0.886561954624782,0.874354561101549,0.888123924268503,0.834567901234568,0.866666666666667,0.8265625,0.849872773536896,0.927777777777778,0.852777777777778,0.868312757201646,0.882845188284519,0.867953206387157
ensemble_model_N32_B134_E166_nb_zones_10_lab_svd,32,134,166,10, lab, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.91082803 0.86538462 0.87179487 0.90064103 0.89102564],0.842751842751843,0.867321867321867,0.925084175084175,0.961734693877551,0.965428937259923,0.961587708066581,0.847619047619048,0.851674641148325,0.842503987240829,0.860103626943005,0.838383838383838,0.866560340244551,0.925021061499579,0.924242424242424,0.925084175084175
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166,6, low_bits_6, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.86170213 0.85106383 0.89361702 0.84574468 0.93085106],0.824281150159744,0.811501597444089,0.896551724137931,0.94979079497908,0.965957446808511,0.948936170212766,0.830769230769231,0.888157894736842,0.826066525008173,0.830945558739255,0.895061728395062,0.808458016515412,0.900613496932515,0.936224489795918,0.896500991701028
ensemble_model_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163,8, low_bits_5, svdne,1078,359,359,0.600222717149221,0.19988864142539,0.19988864142539, [0.92592593 0.88425926 0.88425926 0.90740741 0.86448598],0.701949860724234,0.682451253481894,0.855790645879733,0.96455223880597,0.959183673469388,0.964749536178108,0.747044917257683,0.897727272727273,0.705694237456533,0.71356783919598,0.784530386740332,0.681591036066795,0.863180137348125,0.911830357142857,0.855915178571429
svm_model_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200,10, low_bits_5, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.77483444 0.70529801 0.72847682 0.70198675 0.76821192],0.789838337182448,0.771362586605081,0.752104377104377,0.755064456721915,0.814569536423841,0.735761589403974,0.817635270541082,0.980769230769231,0.797051282051282,0.810707456978967,0.942222222222222,0.764380341880342,0.777819690682761,0.867845117845118,0.752104377104377
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170,4, low_bits_3, svdn,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.60344828 0.6637931  0.60344828 0.56896552 0.59482759],0.621761658031088,0.569948186528497,0.819875776397515,0.969072164948454,0.972413793103448,0.968965517241379,0.686695278969957,0.792079207920792,0.613430908308222,0.610328638497653,0.68421052631579,0.571697099892588,0.830739299610895,0.878600823045267,0.819508744855967
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svd,32,134,166,6, low_bits_4_shifted_2, svd,876,292,292,0.6,0.2,0.2, [0.86931818 0.85795455 0.88068182 0.81034483 0.83908046],0.753424657534247,0.794520547945205,0.855479452054794,0.908246225319396,0.892694063926941,0.909817351598174,0.751724137931034,0.741496598639456,0.753506920009383,0.784172661870504,0.756944444444444,0.794012762762763,0.852344296710987,0.835390946502058,0.855451971199045
svm_model_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200,4, low_bits_2, svdne,594,198,198,0.6,0.2,0.2, [0.65       0.59166667 0.65254237 0.62711864 0.72881356],0.661616161616162,0.681818181818182,0.670707070707071,0.638376383763838,0.582491582491582,0.67003367003367,0.621468926553672,0.572916666666667,0.659007352941176,0.64,0.577319587628866,0.679748902725324,0.635346756152125,0.579591836734694,0.669795918367347
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.75862069 0.75862069 0.70434783 0.73043478 0.70869565],0.697916666666667,0.682291666666667,0.815296566077003,0.899914456800684,0.911611785095321,0.898613518197574,0.712871287128713,0.72,0.69695652173913,0.703883495145631,0.743589743589744,0.681318681318681,0.821158690176322,0.838477366255144,0.815028156811782
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svdn,40,80,120, zones, low_bits_4, svdn,1776,592,592,0.6,0.2,0.2, [0.60955056 0.58146067 0.6488764  0.59322034 0.62711864],0.596666666666667,0.543333333333333,0.840488215488215,0.932740411339633,0.94481981981982,0.931869369369369,0.653295128939828,0.77027027027027,0.598950924608819,0.593471810089021,0.657894736842105,0.54178520625889,0.84748490945674,0.886363636363636,0.840488215488215
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.56875 0.53125 0.56875 0.49375 0.55   ],0.507518796992481,0.582706766917293,0.813813813813814,0.9925,0.9925,0.9925,0.490272373540856,0.477272727272727,0.507293080054274,0.571428571428571,0.544117647058823,0.583597285067873,0.811550151975684,0.79940119760479,0.813857225308419
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200,10, low_bits_4, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.71854305 0.7384106  0.70666667 0.68333333 0.74      ],0.672018348623853,0.676605504587156,0.786195286195286,0.85359477124183,0.868351063829787,0.851063829787234,0.674259681093394,0.649122807017544,0.673119095816464,0.655256723716381,0.644230769230769,0.675185560053981,0.786375105130362,0.787037037037037,0.786195286195286
ensemble_model_N40_B130_E170_nb_zones_6_lab_svd,40,130,170,6, lab, svd,760,253,253,0.600315955766193,0.199842022116904,0.199842022116904, [0.89473684 0.88815789 0.92763158 0.91447368 0.96710526],0.837944664031621,0.845849802371541,0.917851500789889,0.968831168831169,0.981578947368421,0.968421052631579,0.84981684981685,0.90625,0.837125,0.847058823529412,0.892561983471074,0.847796143250688,0.919876733436056,0.94912559618442,0.918047884434439
svm_model_N26_B137_E163_nb_zones_12_lab_svd,26,137,163,12, lab, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.91040462 0.89306358 0.87209302 0.90116279 0.88662791],0.858895705521472,0.852760736196319,0.939393939393939,0.970344009489917,0.948955916473318,0.970997679814385,0.858895705521472,0.875,0.859186746987952,0.859649122807017,0.885542168674699,0.852146084337349,0.938827527612574,0.93013468013468,0.939393939393939
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svd,16,184,200, zones, low_bits_4_shifted_2, svd,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.81932773 0.74369748 0.78151261 0.75847458 0.77118644],0.749367088607595,0.739240506329114,0.824392712550607,0.877222692633361,0.873524451939292,0.877740303541315,0.734584450402145,0.709844559585492,0.74848663622839,0.741854636591479,0.732673267326733,0.739393628482019,0.822324628776242,0.812753036437247,0.824392712550607
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166,6, low_bits_5, svd,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.90104167 0.88541667 0.86458333 0.84736842 0.91052632],0.789308176100629,0.748427672955975,0.883793969849246,0.958963282937365,0.928870292887029,0.960251046025104,0.821333333333333,0.933333333333333,0.783660130718954,0.786096256684492,0.885542168674699,0.742113189600507,0.88955223880597,0.920889987639061,0.883178071725022
ensemble_model_v2_N8_B192_E200_nb_zones_8_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,1110,370,370,0.6,0.2,0.2, [0.76576577 0.77027027 0.71621622 0.71171171 0.77027027],0.710810810810811,0.691891891891892,0.793513513513514,0.858647936786655,0.881081081081081,0.854954954954955,0.695156695156695,0.648936170212766,0.71183072246902,0.674285714285714,0.614583333333333,0.694932116104869,0.792391304347826,0.779679144385027,0.793664708804535
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163,10, low_bits_4, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.73986486 0.76190476 0.74829932 0.71428571 0.74829932],0.761061946902655,0.738938053097345,0.763468013468014,0.780104712041885,0.809782608695652,0.771739130434783,0.779591836734694,0.848888888888889,0.761448849730788,0.753138075313808,0.79295154185022,0.738697993147332,0.774839743589744,0.813973063973064,0.763468013468014
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200,10, low_bits_3, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.72666667 0.74496644 0.77181208 0.79194631 0.72483221],0.766968325791855,0.789592760180995,0.821969696969697,0.846310088016249,0.837801608579088,0.847855227882038,0.791919191919192,0.875,0.765481651376147,0.80421052631579,0.876146788990826,0.790751965923984,0.827135267674704,0.851851851851852,0.821969696969697
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,558,186,186,0.6,0.2,0.2, [0.61607143 0.60714286 0.66964286 0.66964286 0.62727273],0.618279569892473,0.672043010752688,0.83763440860215,0.965641952983725,0.956989247311828,0.96594982078853,0.628272251308901,0.618556701030928,0.618267114560408,0.67379679144385,0.649484536082474,0.67305687478281,0.83780880773362,0.824524312896406,0.837863906995249
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svdn,16,142,158, zones, low_bits_3, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.56609195 0.50574713 0.5545977  0.49137931 0.53468208],0.489028213166144,0.526645768025078,0.856481481481482,0.984365952518819,0.978135788262371,0.984464902186421,0.504559270516717,0.50609756097561,0.488532651455547,0.511326860841424,0.509677419354839,0.526180173092054,0.855813953488372,0.851851851851852,0.856481481481482
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.86046512 0.89922481 0.89147287 0.89922481 0.8671875 ],0.813519813519813,0.804195804195804,0.897949673811743,0.956794972505892,0.945652173913044,0.957298136645963,0.831223628691983,0.899543378995434,0.811676451402479,0.815789473684211,0.894230769230769,0.806843891402715,0.900590104403087,0.926237161531279,0.898002301695872
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.89285714 0.85119048 0.88095238 0.88690476 0.87951807],0.817204301075269,0.777777777777778,0.882521489971347,0.938331318016929,0.926014319809069,0.939140811455847,0.818505338078292,0.821428571428571,0.817189105858171,0.778571428571429,0.801470588235294,0.778357671740025,0.881844380403458,0.880575539568345,0.882513162080892
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,1260,420,420,0.6,0.2,0.2, [0.55952381 0.61904762 0.58333333 0.60714286 0.5952381 ],0.573809523809524,0.564285714285714,0.805714285714286,0.963665086887836,0.968253968253968,0.963492063492064,0.616702355460385,0.663594470046083,0.570713491180677,0.597802197802198,0.653846153846154,0.565130624092888,0.813528336380256,0.843601895734597,0.805533005283566
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdn,40,80,120,12, low_bits_4_shifted_2, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.61797753 0.6011236  0.55617978 0.6011236  0.58707865],0.429530201342282,0.453020134228188,0.847222222222222,0.983221476510067,0.987640449438202,0.98314606741573,0.44078947368421,0.446666666666667,0.429414414414414,0.454849498327759,0.45945945945946,0.453063063063063,0.848180677540778,0.853535353535353,0.847222222222222
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdne,26,137,163,10, low_bits_4_shifted_2, svdne,1488,496,496,0.6,0.2,0.2, [0.83557047 0.77516779 0.81879195 0.75503356 0.81418919],0.813063063063063,0.81981981981982,0.83459595959596,0.843324250681199,0.831989247311828,0.845430107526882,0.818380743982494,0.85,0.813392857142857,0.825327510917031,0.84375,0.819602272727273,0.835081829626521,0.837542087542088,0.83459595959596
ensemble_model_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200,4, low_bits_2, svdne,684,228,228,0.6,0.2,0.2, [0.65942029 0.68115942 0.64705882 0.57352941 0.69852941],0.635964912280702,0.605263157894737,0.790350877192982,0.90406976744186,0.909356725146199,0.903508771929824,0.595121951219512,0.603960396039604,0.632688859437125,0.628099173553719,0.612903225806452,0.604528535980149,0.78942731277533,0.790123456790123,0.790349686510245
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,1098,366,366,0.6,0.2,0.2, [0.70454545 0.71363636 0.73636364 0.74545455 0.68348624],0.715846994535519,0.748633879781421,0.797814207650273,0.838289962825279,0.821493624772313,0.841530054644809,0.73469387755102,0.765957446808511,0.714439397561559,0.754010695187166,0.810344827586207,0.75152658045977,0.799131378935939,0.807903402854007,0.797858121448766
ensemble_model_N16_B184_E200_nb_zones_8_lab_svd,16,184,200,8, lab, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.864      0.876      0.89112903 0.88306452 0.86693548],0.801932367149758,0.823671497584541,0.86534749034749,0.905631659056317,0.956591639871383,0.90032154340836,0.821739130434782,0.904306220095694,0.800933597852725,0.832183908045977,0.923469387755102,0.828707170941771,0.873698506111363,0.939629990262902,0.865987243935278
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.7862069  0.7862069  0.79310345 0.78965517 0.82413793],0.714902807775378,0.719222462203024,0.828282828282828,0.898891966759003,0.895172413793103,0.899310344827586,0.736,0.796536796536796,0.715078743095985,0.747081712062257,0.827586206896552,0.718987908643081,0.834011391375102,0.862794612794613,0.828282828282828
svm_model_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170,4, low_bits_3, svdne,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.85849057 0.87735849 0.875      0.84615385 0.85576923],0.758620689655172,0.71264367816092,0.856651376146789,0.937381404174573,0.942748091603053,0.937022900763359,0.78125,0.903614457831325,0.764994042102476,0.757281553398058,0.928571428571429,0.71984126984127,0.864864864864865,0.932400932400932,0.85784832173094
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166,6, low_bits_4, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.84482759 0.86781609 0.86206897 0.88372093 0.86046512],0.666666666666667,0.666666666666667,0.810679611650485,0.907216494845361,0.914549653579677,0.906466512702078,0.636363636363636,0.608695652173913,0.664347826086957,0.630769230769231,0.602941176470588,0.663312693498452,0.804581245526127,0.794908062234795,0.810379201185425
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svd,32,134,166, zones, low_bits_4_shifted_2, svd,840,280,280,0.6,0.2,0.2, [0.79166667 0.79761905 0.80357143 0.80952381 0.81547619],0.771428571428571,0.746428571428571,0.873571428571429,0.948529411764706,0.921428571428571,0.95,0.789473684210526,0.789473684210526,0.769736842105263,0.757679180887372,0.792857142857143,0.746428571428571,0.874734607218683,0.867977528089888,0.873668996603083
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_6_svdne,4,196,200, zones, low_bits_6, svdne,1704,568,568,0.6,0.2,0.2, [0.75146199 0.73684211 0.71470588 0.73235294 0.71764706],0.803571428571429,0.80952380952381,0.863636363636364,0.885478158205431,0.880281690140845,0.886150234741784,0.807017543859649,0.831325301204819,0.803897944720057,0.818181818181818,0.847058823529412,0.809071580439405,0.864321608040201,0.868686868686869,0.863636363636364
ensemble_model_v2_N26_B137_E163_nb_zones_8_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,1200,400,400,0.6,0.2,0.2, [0.85416667 0.87916667 0.87916667 0.87916667 0.8375    ],0.7625,0.8025,0.879,0.94314381270903,0.94,0.943333333333333,0.750656167979003,0.733333333333333,0.761788617886179,0.806845965770171,0.800970873786408,0.802547292563307,0.878147029204431,0.871128871128871,0.879007879007879
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svd,40,130,170, zones, lab, svd,816,272,272,0.6,0.2,0.2, [0.92073171 0.85365854 0.84756098 0.90740741 0.87654321],0.878676470588235,0.875,0.920588235294118,0.947903430749682,0.91421568627451,0.949754901960784,0.881720430107527,0.924812030075188,0.879672202087954,0.885906040268456,0.936170212765957,0.872665259054734,0.920821114369501,0.920821114369501,0.920587548335193
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,802,267,267,0.600299401197605,0.199850299401198,0.199850299401198, [0.90123457 0.875      0.875      0.86875    0.89375   ],0.734082397003745,0.790262172284644,0.887724550898204,0.970474967907574,0.942643391521197,0.971321695760599,0.732075471698113,0.76984126984127,0.735984464707869,0.795620437956204,0.819548872180451,0.790371451015599,0.886191198786039,0.884848484848485,0.887690514613592
ensemble_model_v2_N4_B196_E200_nb_zones_4_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,654,218,218,0.6,0.2,0.2, [0.77272727 0.72727273 0.67692308 0.73846154 0.68461538],0.591743119266055,0.655963302752294,0.784403669724771,0.893553223388306,0.91131498470948,0.891437308868501,0.642570281124498,0.701754385964912,0.586454116059379,0.693877551020408,0.794392523364486,0.658457522943504,0.797588285960379,0.844890510948905,0.784068871710615
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158,12, low_bits_6, svdn,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.52366864 0.53254438 0.50887574 0.55325444 0.49112426],0.507288629737609,0.533527696793003,0.861531986531987,1,1,1,0.476780185758514,0.442528735632184,0.508246616336802,0.483870967741935,0.443786982248521,0.532238318710467,0.858372793801119,0.839225589225589,0.861531986531987
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166,8, low_bits_2, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.59917355 0.55371901 0.53719008 0.5661157  0.53333333],0.495024875621891,0.532338308457711,0.79572564612326,0.983416252072968,0.981788079470199,0.983443708609271,0.469973890339426,0.452261306532663,0.494603559670273,0.520408163265306,0.528497409326425,0.53219128839527,0.792529025744573,0.788152610441767,0.79565110837049
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170,4, low_bits_3, svdne,528,176,176,0.6,0.2,0.2, [0.94339623 0.91509434 0.85849057 0.87735849 0.86538462],0.789772727272727,0.784090909090909,0.894318181818182,0.966037735849057,0.96969696969697,0.965909090909091,0.81025641025641,0.822916666666667,0.786458333333333,0.788888888888889,0.865853658536585,0.789309807991697,0.897237569060774,0.918552036199095,0.894207524948862
svm_model_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200,12, low_bits_5, svdne,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.73863636 0.76420455 0.76704545 0.79261364 0.73863636],0.665584415584416,0.633116883116883,0.747053872053872,0.795972443031267,0.853409090909091,0.78125,0.666666666666667,0.668831168831169,0.665584415584415,0.636655948553055,0.642857142857143,0.633116883116883,0.760271240526526,0.802188552188552,0.747053872053872
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200,10, low_bits_5, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.65277778 0.7027972  0.68881119 0.6993007  0.71328671],0.819915254237288,0.836864406779661,0.862373737373737,0.885813148788927,0.893854748603352,0.884776536312849,0.830339321357285,0.8559670781893,0.818813233417794,0.833693304535637,0.842794759825327,0.837035239994968,0.86425902864259,0.876262626262626,0.862373737373737
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163,10, low_bits_2, svdn,1464,488,488,0.6,0.2,0.2, [0.47959184 0.54421769 0.47945205 0.54452055 0.48287671],0.537280701754386,0.532894736842105,0.562289562289562,0.566807313642757,0.550546448087432,0.579234972677596,0.530066815144766,0.54337899543379,0.537512282527021,0.508083140877598,0.464135021097046,0.535720478585053,0.548611111111111,0.531986531986532,0.562289562289562
ensemble_model_v2_N16_B184_E200_nb_zones_8_lab_svd,16,184,200, zones, lab, svd,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.87179487 0.86206897 0.86637931 0.92241379 0.90086207],0.847545219638243,0.82687338501292,0.894628099173554,0.933673469387755,0.944922547332186,0.932874354561102,0.847545219638243,0.896174863387978,0.850048216007715,0.843822843822844,0.891625615763547,0.823530199186121,0.897590361445783,0.924508790072389,0.894658935799868
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdne,16,184,200,8, low_bits_4_shifted_2, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.77083333 0.78571429 0.76890756 0.79831933 0.82773109],0.73551637279597,0.740554156171285,0.771399798590131,0.78682842287695,0.761744966442953,0.793624161073825,0.713896457765668,0.658291457286432,0.735711385208873,0.708215297450425,0.644329896907217,0.738421106089076,0.757737459978655,0.717896865520728,0.771185142890755
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166,6, low_bits_4, svdne,936,312,312,0.6,0.2,0.2, [0.79787234 0.85106383 0.80319149 0.8172043  0.84408602],0.740384615384615,0.721153846153846,0.876282051282051,0.9728555917481,0.957264957264957,0.973290598290598,0.759643916913947,0.82051282051282,0.740384615384615,0.746355685131195,0.815286624203822,0.720546537908362,0.87945034353529,0.901408450704225,0.876249796597299
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.85483871 0.81451613 0.83870968 0.8852459  0.85245902],0.741463414634146,0.765853658536585,0.896686159844055,0.991869918699187,0.99025974025974,0.991883116883117,0.716577540106952,0.712765957446808,0.739265861606287,0.766990291262136,0.782178217821782,0.766089108910891,0.89484126984127,0.89662027833002,0.896684900159274
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166,6, low_bits_6, svdn,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.55102041 0.53571429 0.5257732  0.5        0.48453608],0.570987654320988,0.5,0.738594327990136,0.879293424926398,0.919917864476386,0.873716632443532,0.558730158730159,0.582781456953642,0.57173754928607,0.547486033519553,0.553672316384181,0.494523233022022,0.749408983451537,0.777914110429448,0.73839943439688
svm_model_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200,6, low_bits_2, svd,918,306,306,0.6,0.2,0.2, [0.66304348 0.60326087 0.71195652 0.63043478 0.64285714],0.679738562091503,0.69281045751634,0.669281045751634,0.628841607565012,0.579520697167756,0.657952069716776,0.659722222222222,0.620915032679739,0.679738562091503,0.669014084507042,0.63758389261745,0.691403411276878,0.643159379407616,0.599211563731932,0.668916575103937
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdn,32,134,166,6, low_bits_4_shifted_2, svdn,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.56024096 0.59036145 0.59638554 0.53012048 0.63855422],0.605072463768116,0.652173913043478,0.599855282199711,0.652,0.785542168674699,0.580722891566265,0.664615384615385,0.765957446808511,0.601497241922774,0.69620253164557,0.808823529411765,0.654411764705882,0.663010359536868,0.786127167630058,0.599585322945464
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svd,32,134,166, zones, lab, svd,1500,500,500,0.6,0.2,0.2, [0.90666667 0.89666667 0.88       0.88333333 0.84333333],0.881278538812785,0.865296803652968,0.91540404040404,0.939759036144578,0.936,0.94,0.882352941176471,0.942028985507246,0.884434406173537,0.879345603271984,0.930735930735931,0.861503231068448,0.917113402061856,0.936026936026936,0.91540404040404
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.71126761 0.69366197 0.67605634 0.72183099 0.75      ],0.6723044397463,0.674418604651163,0.78021978021978,0.855775803144224,0.88169014084507,0.851408450704225,0.662309368191721,0.658008658008658,0.671979535615899,0.683127572016461,0.683127572016461,0.674172481660404,0.784053156146179,0.797297297297297,0.780205332235789
svm_model_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200,10, low_bits_2, svd,1494,498,498,0.6,0.2,0.2, [0.72       0.70333333 0.74496644 0.69127517 0.71812081],0.678004535147392,0.693877551020408,0.707070707070707,0.726679712981083,0.745649263721553,0.71954484605087,0.689956331877729,0.696035242290749,0.677456873481823,0.688221709006928,0.696261682242991,0.693945819095064,0.712871287128713,0.727272727272727,0.707070707070707
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163,10, low_bits_3, svdn,1464,488,488,0.6,0.2,0.2, [0.61904762 0.57823129 0.55821918 0.55821918 0.5890411 ],0.548245614035088,0.554824561403509,0.799242424242424,0.953551912568306,0.953551912568306,0.953551912568306,0.54625550660793,0.539130434782609,0.548326279338207,0.54176072234763,0.530973451327434,0.554617160446326,0.797966963151207,0.792929292929293,0.799242424242424
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200,10, low_bits_4, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.78807947 0.78476821 0.80333333 0.75666667 0.77666667],0.60091743119266,0.589449541284404,0.715909090909091,0.809015421115065,0.906914893617021,0.785904255319149,0.713815789473684,0.981900452488688,0.595601389035042,0.705107084019769,0.995348837209302,0.594959486477954,0.767321613236815,0.936868686868687,0.715909090909091
svm_model_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166,8, low_bits_3, svdne,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.8255814  0.83333333 0.79844961 0.82421875 0.79296875],0.820093457943925,0.782710280373832,0.825396825396825,0.841121495327103,0.839813374805599,0.841368584758942,0.832244008714597,0.837719298245614,0.818859649122807,0.775903614457831,0.821428571428571,0.785714285714286,0.826691380908248,0.835988753514527,0.82543623722238
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158,12, low_bits_5, svdn,1764,588,588,0.6,0.2,0.2, [0.48587571 0.48305085 0.53977273 0.52272727 0.50568182],0.568627450980392,0.519607843137255,0.523569023569024,0.642348008385744,0.868480725623583,0.516439909297052,0.67,0.87012987012987,0.566643882433356,0.640586797066015,0.861842105263158,0.52183014354067,0.645585472761428,0.867845117845118,0.523569023569024
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158,12, low_bits_4, svdn,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.53216374 0.55847953 0.52923977 0.57017544 0.49117647],0.497005988023952,0.502994011976048,0.529461279461279,0.563959955506118,0.59367681498829,0.540983606557377,0.5,0.506024096385542,0.49705966724039,0.520231213872832,0.535714285714286,0.502796901893287,0.549193548387097,0.573232323232323,0.529461279461279
svm_model_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170,6, lab, svdn,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.52173913 0.59782609 0.61956522 0.52747253 0.59340659],0.518032786885246,0.590163934426229,0.562909567496723,0.623450905624404,0.713973799126638,0.568777292576419,0.561194029850746,0.691176470588235,0.534937347720153,0.65564738292011,0.721212121212121,0.578463203463203,0.618202633085289,0.711462450592885,0.56368428918171
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_2_svdne,40,80,120, zones, low_bits_2, svdne,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.86631016 0.79411765 0.79032258 0.85215054 0.81989247],0.80078125,0.77734375,0.863215488215488,0.888888888888889,0.931330472103004,0.883583690987124,0.804597701149425,0.826771653543307,0.80098272599646,0.774703557312253,0.75968992248062,0.777482756515901,0.868261045804621,0.901515151515152,0.863215488215488
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163,10, low_bits_4, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.76206897 0.77586207 0.83103448 0.8137931  0.83793103],0.665226781857451,0.695464362850972,0.805976430976431,0.887525562372188,0.897931034482759,0.886206896551724,0.720720720720721,0.851063829787234,0.662374020156775,0.742230347349177,0.890350877192982,0.698366927958193,0.820552744258466,0.887205387205387,0.805976430976431
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200,6, low_bits_2, svd,802,267,267,0.600299401197605,0.199850299401198,0.199850299401198, [0.63580247 0.5875     0.65       0.65       0.6       ],0.655430711610487,0.636704119850187,0.794910179640719,0.893081761006289,0.885286783042394,0.894014962593516,0.637795275590551,0.637795275590551,0.654611923509561,0.622568093385214,0.579710144927536,0.638692281766094,0.790199081163859,0.774774774774775,0.794850073954551
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166,6, low_bits_5, svdn,1020,340,340,0.6,0.2,0.2, [0.56862745 0.53921569 0.53431373 0.54411765 0.58823529],0.502941176470588,0.547058823529412,0.540588235294118,0.639937106918239,0.798039215686275,0.550980392156863,0.621923937360179,0.847560975609756,0.514689578713969,0.654708520179372,0.890243902439024,0.558758314855876,0.639260969976905,0.825775656324582,0.544558361804983
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdne,26,137,163,10, low_bits_4_shifted_2, svdne,1500,500,500,0.6,0.2,0.2, [0.84666667 0.83666667 0.82666667 0.86       0.84666667],0.757990867579909,0.748858447488584,0.875841750841751,0.947086403215003,0.942666666666667,0.947333333333333,0.738916256157636,0.694444444444444,0.757132132132132,0.734299516908212,0.684684684684685,0.74974974974975,0.872460008646779,0.849326599326599,0.875841750841751
svm_model_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200,10, low_bits_3, svd,1542,514,514,0.6,0.2,0.2, [0.73870968 0.71428571 0.71428571 0.76623377 0.74025974],0.673860911270983,0.717026378896883,0.728114478114478,0.744791666666667,0.74189364461738,0.745784695201038,0.706896551724138,0.807881773399015,0.677305372680816,0.757201646090535,0.85981308411215,0.713157773583168,0.740144810941271,0.774410774410774,0.728114478114478
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.73566879 0.77388535 0.74840764 0.74522293 0.74679487],0.757425742574257,0.799504950495049,0.82996632996633,0.856779121578612,0.858418367346939,0.856505102040816,0.769953051643193,0.8,0.75678391959799,0.805755395683453,0.844221105527638,0.800159333251624,0.832642916321458,0.845959595959596,0.82996632996633
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,906,302,302,0.6,0.2,0.2, [0.8021978  0.78571429 0.83516484 0.78888889 0.83888889],0.725165562913907,0.698675496688742,0.865562913907285,0.968166849615807,0.973509933774834,0.967991169977925,0.738170347003155,0.790540540540541,0.726439101439101,0.728358208955224,0.782051282051282,0.695820161573586,0.870121561100448,0.898282694848084,0.865476008778624
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svdn,16,142,158, zones, low_bits_2, svdn,1782,594,594,0.6,0.2,0.2, [0.49441341 0.55337079 0.53370787 0.52808989 0.46348315],0.518518518518518,0.484848484848485,0.872053872053872,0.995500562429696,0.993265993265993,0.995510662177329,0.515254237288136,0.517006802721088,0.518503401360544,0.48135593220339,0.473333333333333,0.484965986394558,0.871621621621622,0.868686868686869,0.872053872053872
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163,10, low_bits_6, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.84640523 0.83223684 0.83881579 0.88486842 0.84539474],0.772833723653396,0.791569086651054,0.853535353535353,0.892857142857143,0.886990801576872,0.893561103810775,0.781038374717833,0.831730769230769,0.774312873199859,0.812631578947368,0.881278538812785,0.789196961714085,0.85679012345679,0.876262626262626,0.853535353535353
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170,6, low_bits_3, svd,888,296,296,0.6,0.2,0.2, [0.78089888 0.78089888 0.78089888 0.75842697 0.83522727],0.783783783783784,0.756756756756757,0.833108108108108,0.876803551609323,0.88963963963964,0.875,0.779310344827586,0.724358974358974,0.787179487179487,0.723076923076923,0.691176470588235,0.751838235294118,0.829772570640937,0.817934782608696,0.833026531089294
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdne,16,184,200,8, low_bits_4_shifted_2, svdne,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.80434783 0.77391304 0.84347826 0.77391304 0.80434783],0.720626631853786,0.741514360313316,0.802192066805845,0.852514919011083,0.869565217391304,0.849565217391304,0.701949860724234,0.639593908629442,0.723022760766334,0.72112676056338,0.653061224489796,0.743642911710139,0.79915209326974,0.778925619834711,0.802437493461659
ensemble_model_N26_B137_E163_nb_zones_12_lab_svd,26,137,163,12, lab, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.87988827 0.87150838 0.87709497 0.87359551 0.87921348],0.847457627118644,0.901694915254237,0.914562289562289,0.929469655549481,0.951847704367301,0.927771556550952,0.853420195439739,0.867549668874172,0.84696927888153,0.903010033444816,0.9375,0.902524834437086,0.916632443531828,0.939393939393939,0.914562289562289
svm_model_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158,12, low_bits_3, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.79213483 0.79494382 0.75       0.77808989 0.80337079],0.869127516778523,0.86241610738255,0.806818181818182,0.78671918964547,0.785393258426966,0.787078651685393,0.862190812720848,0.829931972789116,0.868608370500518,0.855123674911661,0.801324503311258,0.863247285669235,0.804097311139565,0.792929292929293,0.806818181818182
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120,12, low_bits_5, svdn,1794,598,598,0.6,0.2,0.2, [0.59444444 0.625      0.60893855 0.58938547 0.6424581 ],0.525773195876289,0.518900343642612,0.851010101010101,0.957255343082115,0.948717948717949,0.957636566332219,0.651515151515152,0.86,0.515106382978723,0.637305699481865,0.872340425531915,0.529503546099291,0.86171875,0.928451178451178,0.851010101010101
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170,4, low_bits_2, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.7734375  0.8203125  0.85714286 0.74603175 0.91269841],0.777251184834123,0.658767772511848,0.795454545454545,0.840197693574959,0.804416403785489,0.847003154574132,0.777251184834123,0.738738738738739,0.779369369369369,0.586206896551724,0.536842105263158,0.647731397459165,0.782258064516129,0.741873804971319,0.794951911866523
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166,6, low_bits_6, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.50568182 0.52840909 0.55681818 0.59659091 0.55681818],0.556313993174061,0.511945392491467,0.804911323328786,0.985005767012687,0.970454545454546,0.985227272727273,0.617647058823529,0.729166666666667,0.559214205816555,0.59025787965616,0.673202614379085,0.504458450046685,0.816195372750643,0.861601085481682,0.804600268392419
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdn,32,134,166,6, low_bits_4_shifted_2, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.62222222 0.6741573  0.58988764 0.64044944 0.58426966],0.538720538720539,0.518518518518518,0.748990578734859,0.895622895622896,0.894618834080717,0.895739910313901,0.618384401114206,0.834586466165413,0.566683476985146,0.60387811634349,0.773049645390071,0.530755591925805,0.76846679081316,0.859722222222222,0.752315419205106
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.76774194 0.79032258 0.80844156 0.78246753 0.77272727],0.721153846153846,0.742788461538462,0.818181818181818,0.863843648208469,0.85880829015544,0.864637305699482,0.753191489361702,0.880597014925373,0.726345019090594,0.779381443298969,0.87906976744186,0.738042346407497,0.826506024096386,0.866161616161616,0.818181818181818
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,1152,384,384,0.6,0.2,0.2, [0.50862069 0.5173913  0.47826087 0.46956522 0.47826087],0.533854166666667,0.515625,0.806770833333333,0.994773519163763,0.991319444444444,0.994791666666666,0.532637075718016,0.523076923076923,0.534025234025234,0.555023923444976,0.58,0.512826086956522,0.809645972293484,0.812564366632338,0.806703679628076
svm_model_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200,8, lab, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.7983871  0.84274194 0.83739837 0.80081301 0.84552846],0.871046228710462,0.858880778588808,0.849221789883269,0.847040737893928,0.893030794165316,0.838735818476499,0.871046228710462,0.848341232227488,0.871670616113744,0.851282051282051,0.842639593908629,0.858235684804782,0.852521408182683,0.874146341463415,0.849294315251591
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svdn,40,80,120, zones, low_bits_6, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.59887006 0.65536723 0.6299435  0.59322034 0.53125   ],0.5625,0.483552631578947,0.845538720538721,0.956521739130435,0.95814479638009,0.956447963800905,0.598187311178248,0.611111111111111,0.559076682316119,0.501587301587302,0.556338028169014,0.488045557294384,0.848158874637981,0.862794612794613,0.845538720538721
svm_model_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200,12, low_bits_6, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.6849711  0.77456647 0.76011561 0.73410405 0.78901734],0.857585139318885,0.851393188854489,0.777777777777778,0.77061310782241,0.842774566473988,0.749132947976879,0.850649350649351,0.803680981595092,0.858090490797546,0.841059602649006,0.79375,0.85086273006135,0.788968824940048,0.830808080808081,0.777777777777778
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.64204545 0.63636364 0.64942529 0.64367816 0.65517241],0.642611683848797,0.649484536082474,0.798076923076923,0.900226757369614,0.908466819221968,0.899313501144165,0.631205673758865,0.654411764705882,0.643334914611006,0.670967741935484,0.697986577181208,0.648289063238491,0.800542740841248,0.817174515235457,0.798233034184486
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163,10, low_bits_5, svd,1564,521,521,0.600153491941673,0.199923254029163,0.199923254029163, [0.84713376 0.8343949  0.84935897 0.85897436 0.84615385],0.862068965517241,0.834975369458128,0.864057239057239,0.866131191432396,0.827365728900256,0.872122762148337,0.856410256410256,0.835,0.861674757281553,0.842352941176471,0.868932038834951,0.834466019417476,0.86011260285838,0.835858585858586,0.864057239057239
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120,12, low_bits_4, svdne,1800,600,600,0.6,0.2,0.2, [0.79166667 0.83611111 0.83333333 0.81388889 0.81111111],0.673611111111111,0.680555555555556,0.7996632996633,0.848008385744235,0.898888888888889,0.838888888888889,0.698717948717949,0.731543624161074,0.67152720776399,0.693333333333333,0.748201438848921,0.682825551639226,0.811111111111111,0.86026936026936,0.7996632996633
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200,12, low_bits_5, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.69034091 0.72159091 0.75568182 0.69142857 0.72285714],0.748387096774194,0.761290322580645,0.830387205387205,0.86109573879358,0.886104783599089,0.857061503416857,0.736486486486486,0.677018633540373,0.751260994622535,0.727941176470588,0.664429530201342,0.757680603609988,0.830315789473684,0.82996632996633,0.830387205387205
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166,8, low_bits_3, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.876      0.836      0.864      0.83467742 0.875     ],0.768674698795181,0.819277108433735,0.858381502890173,0.903377847604085,0.922953451043339,0.901284109149278,0.776744186046512,0.839195979899497,0.771449841801601,0.824355971896955,0.838095238095238,0.819047619047619,0.861971830985915,0.88953488372093,0.858560545308741
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170,4, low_bits_2, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.78813559 0.83898305 0.76271186 0.81355932 0.83050847],0.801020408163265,0.770408163265306,0.863543788187373,0.920127795527156,0.976271186440678,0.915254237288135,0.818604651162791,0.88,0.799375,0.784688995215311,0.845360824742268,0.771165260855983,0.872380952380952,0.930894308943089,0.863406338145014
ensemble_model_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170,6, lab, svdn,888,296,296,0.6,0.2,0.2, [0.48876404 0.58426966 0.51685393 0.53370787 0.53409091],0.557432432432432,0.560810810810811,0.823648648648649,1,1,1,0.540350877192982,0.523809523809524,0.557206775327581,0.572368421052632,0.576158940397351,0.560493263302124,0.823290453622207,0.819407008086253,0.823660143609522
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166,6, low_bits_5, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.57058824 0.55294118 0.44642857 0.58928571 0.57142857],0.483985765124555,0.512455516014235,0.791607396870555,0.98688915375447,0.981042654028436,0.98696682464455,0.564564564564564,0.648275862068966,0.478549695740365,0.583586626139818,0.685714285714286,0.51306990881459,0.804796802131912,0.854314002828854,0.791248560784957
svm_model_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200,10, low_bits_4, svdne,1384,461,461,0.600173460537728,0.199913269731136,0.199913269731136, [0.73381295 0.76978417 0.7826087  0.75724638 0.68115942],0.670281995661605,0.616052060737527,0.705550737207285,0.765729585006693,0.826589595375723,0.747109826589595,0.737024221453287,0.902542372881356,0.664604519774011,0.690017513134851,0.864035087719298,0.618712822829606,0.743094967839576,0.849480968858132,0.705175267037761
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170,6, low_bits_3, svd,960,320,320,0.6,0.2,0.2, [0.890625   0.82291667 0.82291667 0.78125    0.8125    ],0.815625,0.775,0.884375,0.94327731092437,0.935416666666667,0.94375,0.824925816023739,0.86875,0.815625,0.772151898734177,0.782051282051282,0.775171982489056,0.884735202492212,0.891959798994975,0.884412735318383
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.93859649 0.92105263 0.88596491 0.92982456 0.86607143],0.761904761904762,0.746031746031746,0.891120507399577,0.982394366197183,0.982394366197183,0.982394366197183,0.742857142857143,0.764705882352941,0.762160633484163,0.739130434782609,0.731182795698925,0.745799731182796,0.888888888888889,0.891774891774892,0.891135379771743
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_shifted_2_svdne,16,184,200, zones, low_bits_4_shifted_2, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.7016129  0.75609756 0.76422764 0.72357724 0.75203252],0.768292682926829,0.736585365853659,0.83625730994152,0.89035449299258,0.876623376623376,0.892045454545455,0.769975786924939,0.775609756097561,0.768292682926829,0.744075829383886,0.733644859813084,0.736720389090215,0.8359375,0.827053140096618,0.836338762772006
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200,10, low_bits_2, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.65436242 0.66107383 0.66778523 0.66107383 0.6409396 ],0.783295711060948,0.756207674943567,0.838804713804714,0.879623402824479,0.877852348993289,0.87986577181208,0.796610169491525,0.824561403508772,0.782048143614851,0.770212765957447,0.841860465116279,0.758649530803754,0.842321943186496,0.861111111111111,0.838804713804714
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdn,32,134,166, zones, low_bits_4_shifted_2, svdn,864,288,288,0.6,0.2,0.2, [0.57471264 0.6091954  0.61046512 0.51744186 0.59302326],0.604166666666667,0.572916666666667,0.815277777777778,0.966704936854191,0.974537037037037,0.966435185185185,0.636942675159236,0.671140939597315,0.60175752015837,0.619195046439628,0.675675675675676,0.569980694980695,0.823607427055703,0.851851851851852,0.814814814814815
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166,8, low_bits_4, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.84322034 0.84322034 0.88034188 0.80769231 0.7991453 ],0.687979539641944,0.703324808184143,0.79038854805726,0.853989813242784,0.856899488926746,0.853492333901192,0.677248677248677,0.64,0.689109947643979,0.684782608695652,0.659685863874346,0.702342931937173,0.786902286902287,0.774028629856851,0.79038854805726
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200,10, low_bits_4, svd,1470,490,490,0.6,0.2,0.2, [0.72789116 0.70748299 0.70068027 0.71428571 0.71768707],0.688741721854305,0.754966887417219,0.791245791245791,0.835800807537012,0.844897959183673,0.834013605442177,0.674364896073903,0.623931623931624,0.690961245755766,0.721804511278195,0.657534246575342,0.751844046364594,0.78602243313201,0.766835016835017,0.791245791245791
ensemble_model_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200,8, lab, svdne,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.81967213 0.80327869 0.84297521 0.85123967 0.82644628],0.881188118811881,0.878712871287129,0.888724035608309,0.899053627760252,0.939044481054366,0.894563426688633,0.886792452830189,0.899521531100478,0.88052999631947,0.878411910669975,0.903061224489796,0.879415227629513,0.892601431980907,0.923913043478261,0.888689195006457
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,912,304,304,0.6,0.2,0.2, [0.48369565 0.51098901 0.51098901 0.51648352 0.5989011 ],0.529605263157895,0.49671052631579,0.798026315789474,0.987951807228916,0.989035087719298,0.987938596491228,0.537216828478964,0.528662420382166,0.529637332640062,0.498360655737705,0.481012658227848,0.497355644182417,0.798952193844139,0.791180285343709,0.798126858292682
svm_model_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166,8, low_bits_2, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.83928571 0.79910714 0.86160714 0.79910714 0.83783784],0.706989247311828,0.728494623655914,0.796455424274973,0.855431993156544,0.894454382826476,0.848837209302326,0.694677871148459,0.681318681318681,0.706448814343551,0.720221606648199,0.691489361702128,0.728896854764107,0.79915209326974,0.811625403659849,0.796487942987481
svm_model_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200,6, low_bits_2, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.68674699 0.60240964 0.63855422 0.69512195 0.59146341],0.614545454545454,0.589090909090909,0.629360465116279,0.664359861591695,0.697336561743341,0.647699757869249,0.613138686131387,0.6,0.614814814814815,0.616949152542373,0.606666666666667,0.587333333333333,0.644846796657382,0.658605974395448,0.628708633557308
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,740,246,246,0.600649350649351,0.199675324675325,0.199675324675325, [0.52027027 0.52702703 0.58783784 0.62837838 0.56081081],0.495934959349593,0.459349593495935,0.784090909090909,0.987821380243572,0.986486486486486,0.987837837837838,0.578231292517007,0.69672131147541,0.497554204124802,0.51985559566787,0.63716814159292,0.472719409142325,0.796946564885496,0.862809917355372,0.785471944323619
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200,10, low_bits_3, svd,1446,482,482,0.6,0.2,0.2, [0.7        0.72068966 0.71724138 0.77777778 0.69444444],0.748387096774194,0.737634408602151,0.797558922558923,0.833103448275862,0.835408022130014,0.832641770401106,0.755741127348643,0.760504201680672,0.748093510531966,0.731277533039648,0.731277533039648,0.737487506015622,0.798153587914394,0.800505050505051,0.797558922558923
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163,10, low_bits_2, svdn,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.51986755 0.52317881 0.48675497 0.51655629 0.53311258],0.545034642032333,0.496535796766744,0.8253367003367,1,1,1,0.55125284738041,0.542600896860987,0.545109972240017,0.475961538461539,0.471428571428571,0.495803971812941,0.824524312896406,0.820707070707071,0.8253367003367
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170,4, low_bits_2, svdn,552,184,184,0.6,0.2,0.2, [0.55357143 0.53636364 0.51818182 0.55454545 0.55454545],0.570652173913043,0.548913043478261,0.598913043478261,0.622950819672131,0.619565217391304,0.625,0.590673575129534,0.553398058252427,0.57299532542251,0.556149732620321,0.584269662921348,0.55002956830278,0.602798708288482,0.598290598290598,0.598924060207246
svm_model_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200,10, low_bits_3, svdne,1452,484,484,0.6,0.2,0.2, [0.70547945 0.73103448 0.79655172 0.75172414 0.72068966],0.787878787878788,0.753246753246753,0.776936026936027,0.771223021582734,0.738292011019284,0.78099173553719,0.743455497382199,0.66046511627907,0.779625270690142,0.740909090909091,0.659919028340081,0.760192072309575,0.760397830018083,0.707912457912458,0.776936026936027
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_shifted_2_svdne,26,137,163, zones, low_bits_4_shifted_2, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.79605263 0.8125     0.80463576 0.83774834 0.85761589],0.812064965197216,0.761020881670534,0.87962962962963,0.933420365535248,0.944517833553501,0.932628797886394,0.835030549898167,0.936073059360731,0.810017661755837,0.789366053169734,0.910377358490566,0.763407857327475,0.886146496815287,0.936868686868687,0.87962962962963
svm_model_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166,10, lab, svdn,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.52816901 0.5070922  0.53900709 0.56382979 0.5212766 ],0.493617021276596,0.512765957446809,0.801445578231292,1,1,1,0.516260162601626,0.533613445378151,0.493099826137351,0.505399568034557,0.510917030567686,0.512719926072225,0.80270384452894,0.809889173060528,0.801467063205413
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,814,271,271,0.600294985250737,0.199852507374631,0.199852507374631, [0.76219512 0.77439024 0.7654321  0.78395062 0.77160494],0.745387453874539,0.671586715867159,0.854719764011799,0.952612393681652,0.963144963144963,0.952088452088452,0.791540785498489,0.963235294117647,0.744580610021786,0.72782874617737,0.915384615384615,0.681096563011456,0.866981769074949,0.953937592867756,0.855446102436807
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163,10, low_bits_6, svd,1482,494,494,0.6,0.2,0.2, [0.87919463 0.86486486 0.88175676 0.8277027  0.83108108],0.778523489932886,0.794183445190157,0.860690235690236,0.904761904761905,0.897435897435897,0.9055330634278,0.809248554913295,0.92511013215859,0.776191429715659,0.817460317460318,0.936363636363636,0.796375650780937,0.867228239069394,0.90993265993266,0.860690235690236
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,1542,514,514,0.6,0.2,0.2, [0.75483871 0.78896104 0.80194805 0.74675325 0.75649351],0.71462829736211,0.717026378896883,0.831649831649832,0.895979578813019,0.910505836575875,0.894293125810635,0.713253012048193,0.751269035532995,0.716543608675588,0.738938053097345,0.759090909090909,0.714570835256114,0.835661462612983,0.856060606060606,0.831649831649832
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svdn,40,130,170, zones, lab, svdn,882,294,294,0.6,0.2,0.2, [0.51685393 0.51704545 0.51136364 0.48295455 0.55681818],0.469387755102041,0.510204081632653,0.791156462585034,0.992036405005688,0.988662131519274,0.992063492063492,0.48,0.473684210526316,0.469236471460341,0.558282208588957,0.558282208588957,0.504331943989135,0.796013289036545,0.792328042328042,0.791122004357298
svm_model_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166,6, low_bits_6, svdne,754,251,251,0.60031847133758,0.19984076433121,0.19984076433121, [0.84210526 0.88157895 0.85333333 0.83333333 0.84666667],0.848605577689243,0.800796812749004,0.859076433121019,0.87757909215956,0.846153846153846,0.881962864721485,0.858208955223881,0.871212121212121,0.847370766488413,0.807692307692308,0.860655737704918,0.802420892108273,0.858964143426295,0.854199683042789,0.859099841521395
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svdn,16,142,158, zones, low_bits_6, svdn,1844,614,614,0.600260416666667,0.199869791666667,0.199869791666667, [0.47027027 0.43783784 0.4673913  0.5        0.54619565],0.466165413533835,0.541353383458647,0.885942760942761,0.996210070384407,0.997830802603037,0.996203904555314,0.458015267175573,0.434782608695652,0.467391304347826,0.512,0.5,0.539855072463768,0.885120813904197,0.878787878787879,0.885942760942761
svm_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdne,32,134,166,6, low_bits_4_shifted_2, svdne,912,304,304,0.6,0.2,0.2, [0.84782609 0.85164835 0.80769231 0.84065934 0.7967033 ],0.75328947368421,0.700657894736842,0.842763157894737,0.919337016574585,0.912280701754386,0.919956140350877,0.778761061946903,0.814814814814815,0.748956703182055,0.705501618122977,0.721854304635762,0.700796433363632,0.846104314230522,0.854356306892068,0.842624225350162
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,1488,496,496,0.6,0.2,0.2, [0.51342282 0.55704698 0.51677852 0.53355705 0.55405405],0.601351351351351,0.560810810810811,0.82449494949495,0.969574036511156,0.963709677419355,0.969758064516129,0.589327146171694,0.590697674418605,0.601025693104499,0.565701559020044,0.554585152838428,0.561013506651772,0.823230182280627,0.817340067340067,0.82449494949495
ensemble_model_v2_N16_B184_E200_nb_zones_8_lab_svdne,16,184,200, zones, lab, svdne,1152,384,384,0.6,0.2,0.2, [0.87931034 0.86521739 0.85217391 0.85652174 0.86086957],0.8515625,0.825520833333333,0.891666666666667,0.928205128205128,0.942708333333333,0.927083333333333,0.84297520661157,0.813829787234043,0.850792444637429,0.825974025974026,0.811224489795918,0.825825010855406,0.89155370177268,0.890625,0.891666666666667
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,1352,450,450,0.600355239786856,0.199822380106572,0.199822380106572, [0.79044118 0.85555556 0.81481481 0.81481481 0.82592593],0.762222222222222,0.791111111111111,0.858348134991119,0.914492753623188,0.933431952662722,0.912721893491124,0.760626398210291,0.74235807860262,0.762581754233437,0.785388127853881,0.785388127853881,0.790962462195339,0.85916114790287,0.865658362989324,0.858361096388279
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170,4, low_bits_2, svdn,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.51818182 0.55454545 0.60909091 0.53636364 0.56481481],0.571428571428571,0.620879120879121,0.831140350877193,0.987249544626594,0.989051094890511,0.987226277372263,0.561797752808989,0.561797752808989,0.571221457049656,0.614525139664804,0.617977528089888,0.620816721034191,0.830022075055187,0.831858407079646,0.831146594844171
svm_model_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166,6, low_bits_5, svdne,802,267,267,0.600299401197605,0.199850299401198,0.199850299401198, [0.92592593 0.8375     0.85       0.9125     0.89375   ],0.797752808988764,0.779026217228464,0.872754491017964,0.927203065134099,0.905236907730673,0.928927680798005,0.8125,0.823943661971831,0.795971830985916,0.763052208835341,0.811965811965812,0.782649572649573,0.871212121212121,0.871212121212121,0.872736238120853
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158,12, low_bits_3, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.81318681 0.83516484 0.80662983 0.81767956 0.80939227],0.754448398576512,0.750889679715302,0.83459595959596,0.863587540279269,0.886438809261301,0.859977949283352,0.741573033707865,0.678082191780822,0.757559614408929,0.703389830508475,0.614814814814815,0.745763571790969,0.833826638477801,0.82996632996633,0.83459595959596
ensemble_model_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200,6, low_bits_2, svdne,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.72043011 0.62903226 0.7311828  0.6344086  0.63586957],0.637540453074434,0.631067961165049,0.77490297542044,0.868250539956803,0.866379310344828,0.868534482758621,0.674418604651163,0.716049382716049,0.633534895439657,0.674285714285714,0.742138364779874,0.627735849056604,0.785185185185185,0.810191082802548,0.774346526946609
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166,8, low_bits_2, svdne,1066,355,355,0.600225225225225,0.199887387387387,0.199887387387387, [0.8364486  0.85046729 0.80841121 0.83962264 0.79245283],0.774647887323944,0.777464788732394,0.842342342342342,0.888888888888889,0.908067542213884,0.886491557223264,0.760479041916168,0.734104046242775,0.773645429714794,0.773638968481375,0.754189944134078,0.777663153885221,0.841986455981941,0.842937853107344,0.842344347429093
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158,12, low_bits_5, svdn,1692,564,564,0.6,0.2,0.2, [0.6        0.51775148 0.53550296 0.47633136 0.54142012],0.494152046783626,0.470760233918129,0.851010101010101,1,1,1,0.489675516224189,0.50609756097561,0.49462181419567,0.504109589041096,0.51685393258427,0.468792819950671,0.852253756260434,0.859427609427609,0.851010101010101
svm_model_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158,12, low_bits_2, svdne,1902,634,634,0.6,0.2,0.2, [0.80628272 0.80789474 0.82894737 0.80526316 0.79473684],0.79746835443038,0.729957805907173,0.801767676767677,0.804785209352909,0.778128286014721,0.811251314405889,0.804878048780488,0.838983050847458,0.797642785927931,0.721739130434783,0.697478991596639,0.730095428001709,0.796544276457883,0.776094276094276,0.801767676767677
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163,10, low_bits_5, svd,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.86858974 0.90705128 0.84935897 0.86129032 0.87741935],0.785365853658537,0.758536585365854,0.869528619528619,0.919238345370978,0.89974293059126,0.920951156812339,0.778894472361809,0.731132075471698,0.787283209453021,0.740157480314961,0.712121212121212,0.757004002287021,0.865334491746308,0.838383838383838,0.869528619528619
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166,6, low_bits_6, svdne,784,261,261,0.600306278713629,0.199846860643185,0.199846860643185, [0.89240506 0.87974684 0.85897436 0.88461538 0.89102564],0.747126436781609,0.800766283524904,0.871362940275651,0.933862433862434,0.900510204081633,0.936224489795918,0.781456953642384,0.830985915492958,0.739022369511185,0.793650793650794,0.840336134453782,0.803970884128299,0.87175572519084,0.874425727411945,0.871362940275651
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svd,26,137,163, zones, lab, svd,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.88       0.88571429 0.88       0.88285714 0.84857143],0.856230031948882,0.789137380191693,0.90993265993266,0.941971830985915,0.955428571428571,0.941142857142857,0.867256637168142,0.901840490797546,0.854253578732106,0.796296296296296,0.86,0.791963190184049,0.912223133716161,0.936026936026936,0.90993265993266
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200,10, low_bits_4, svdne,1548,516,516,0.6,0.2,0.2, [0.73225806 0.7516129  0.75806452 0.71612903 0.73376623],0.623188405797101,0.630434782608696,0.784511784511784,0.868267358857885,0.864341085271318,0.868863049095607,0.621359223300971,0.630541871921182,0.623327807998506,0.654627539503386,0.687203791469194,0.629316181448883,0.786310517529215,0.792929292929293,0.784511784511784
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_5_svdne,4,196,200, zones, low_bits_5, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.76815642 0.70949721 0.79050279 0.75       0.75842697],0.644067796610169,0.657627118644068,0.807659932659933,0.861555432984004,0.87458006718925,0.85946248600224,0.707520891364903,0.900709219858156,0.654900064474533,0.730666666666667,0.88961038961039,0.646932854379663,0.820573223400078,0.87962962962963,0.807659932659933
svm_model_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170,6, lab, svdne,864,288,288,0.6,0.2,0.2, [0.86206897 0.91954023 0.85465116 0.89534884 0.84883721],0.809027777777778,0.798611111111111,0.865277777777778,0.907216494845361,0.916666666666667,0.90625,0.823151125401929,0.920863309352518,0.81278064796485,0.81875,0.922535211267606,0.800308701524214,0.871010638297872,0.918653576437588,0.865791712565424
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,1346,448,448,0.60035682426405,0.199821587867975,0.199821587867975, [0.66666667 0.67407407 0.67407407 0.70895522 0.70149254],0.658482142857143,0.752232142857143,0.812667261373773,0.884785819793205,0.890044576523031,0.884101040118871,0.677894736842105,0.682203389830508,0.657139430764311,0.736342042755345,0.738095238095238,0.75140056022409,0.813333333333333,0.81769436997319,0.812676214372169
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdn,40,80,120, zones, low_bits_4_shifted_2, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.53191489 0.58244681 0.59840426 0.52673797 0.5828877 ],0.444,0.488,0.867845117845118,0.974879743452699,0.97228144989339,0.974946695095949,0.43265306122449,0.430894308943089,0.443793611164458,0.43859649122807,0.393700787401575,0.489533320530056,0.866040955631399,0.854377104377104,0.867845117845118
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170,6, low_bits_3, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.66470588 0.63529412 0.60588235 0.58235294 0.61309524],0.585106382978723,0.578014184397163,0.625354107648725,0.654073199527745,0.653301886792453,0.654481132075472,0.608695652173913,0.640845070422535,0.584708249496982,0.59106529209622,0.605633802816901,0.577816901408451,0.63187195546277,0.641242937853107,0.625308968926554
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166,8, low_bits_4, svd,1242,414,414,0.6,0.2,0.2, [0.76       0.81451613 0.85080645 0.80241935 0.81451613],0.70048309178744,0.731884057971014,0.885507246376812,0.998389694041868,0.998389694041868,0.998389694041868,0.708920187793427,0.766497461928934,0.70352522866032,0.758169934640523,0.824644549763033,0.7300562650293,0.888575458392102,0.918367346938775,0.885696641769099
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.5234375  0.5703125  0.5078125  0.5390625  0.49206349],0.575471698113208,0.589622641509434,0.829566854990584,0.993730407523511,0.993730407523511,0.993730407523511,0.554455445544554,0.615384615384615,0.58041958041958,0.549222797927461,0.519607843137255,0.587076648841355,0.824782187802517,0.83203125,0.829651988636364
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdne,32,134,166,6, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.81578947 0.86315789 0.82631579 0.83684211 0.79787234],0.784810126582278,0.778481012658228,0.850632911392405,0.898550724637681,0.915611814345992,0.89662447257384,0.77027027027027,0.690909090909091,0.789163154726069,0.75,0.714285714285714,0.774302620456467,0.846952010376135,0.830788804071247,0.850532941078444
svm_model_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200,12, low_bits_5, svd,1806,602,602,0.6,0.2,0.2, [0.75690608 0.78176796 0.79281768 0.75555556 0.73055556],0.733333333333333,0.694736842105263,0.75462962962963,0.773218142548596,0.792912513842746,0.767441860465116,0.734265734265734,0.714285714285714,0.733954451345756,0.669201520912548,0.63768115942029,0.69299023957409,0.757184506455643,0.765151515151515,0.75462962962963
ensemble_model_v2_N4_B196_E200_nb_zones_6_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.68072289 0.60843373 0.63855422 0.59756098 0.60365854],0.654545454545455,0.567272727272727,0.803779069767442,0.932530120481928,0.937046004842615,0.932203389830508,0.646840148698885,0.612676056338028,0.65596208831939,0.564102564102564,0.578947368421053,0.567642698295033,0.803206997084548,0.800872093023256,0.803779069767442
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200,12, low_bits_6, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.74033149 0.75966851 0.73888889 0.8        0.83055556],0.793706293706294,0.77972027972028,0.829545454545455,0.84760366182014,0.872505543237251,0.843126385809313,0.821752265861027,0.900662251655629,0.787368162864852,0.792079207920792,0.888888888888889,0.785504047093451,0.83741469289442,0.877946127946128,0.829545454545455
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158,12, low_bits_4, svdn,1812,604,604,0.6,0.2,0.2, [0.52747253 0.5        0.51104972 0.55524862 0.53314917],0.475177304964539,0.50354609929078,0.878787878787879,1,1,1,0.447761194029851,0.402684563758389,0.479537770600999,0.481481481481481,0.488721804511278,0.502750164000606,0.877446808510638,0.867845117845118,0.878787878787879
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svd,16,184,200,10, low_bits_4_shifted_2, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.75838926 0.76174497 0.76845638 0.73489933 0.67114094],0.758465011286682,0.778781038374718,0.757154882154882,0.742382271468144,0.719463087248322,0.750335570469799,0.78727634194831,0.916666666666667,0.762298091042585,0.811538461538461,0.929515418502203,0.774942894436286,0.766112687474665,0.795454545454545,0.757154882154882
ensemble_model_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166,6, low_bits_5, svdne,946,315,315,0.600253807106599,0.1998730964467,0.1998730964467, [0.82631579 0.86315789 0.83157895 0.87234043 0.83510638],0.771428571428571,0.758730158730159,0.861675126903553,0.924731182795699,0.909090909090909,0.92600422832981,0.793103448275862,0.873417721518987,0.771103765218092,0.793478260869565,0.858823529411765,0.750101419878296,0.867557715674362,0.891385767790262,0.861176754862873
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.77272727 0.72077922 0.73202614 0.75816993 0.75163399],0.703087885985748,0.719714964370546,0.820286195286195,0.881136950904393,0.889178617992177,0.880052151238592,0.751491053677932,0.91304347826087,0.706521739130435,0.764,0.892523364485981,0.716793083209174,0.832614660917287,0.893939393939394,0.820286195286195
svm_model_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120,12, low_bits_6, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.94350282 0.94034091 0.95170455 0.93181818 0.93465909],0.794788273615635,0.843648208469055,0.933922558922559,0.973714285714286,0.967082860385925,0.973893303064699,0.782006920415225,0.830882352941176,0.798482112143103,0.861271676300578,0.871345029239766,0.840084279325765,0.934171907756813,0.937710437710438,0.933922558922559
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.74482759 0.72413793 0.73103448 0.73793103 0.72569444],0.683189655172414,0.706896551724138,0.800084175084175,0.868312757201646,0.874309392265193,0.867403314917127,0.701825557809331,0.736170212765957,0.682495586732324,0.722448979591837,0.77292576419214,0.70773947784075,0.805407619827939,0.827441077441077,0.800084175084175
svm_model_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170,4, low_bits_2, svdne,618,206,206,0.6,0.2,0.2, [0.90322581 0.90322581 0.90322581 0.88709677 0.89344262],0.752427184466019,0.805825242718447,0.869902912621359,0.931637519872814,0.948220064724919,0.93042071197411,0.758293838862559,0.740740740740741,0.75302343159486,0.80952380952381,0.779816513761468,0.80743403007661,0.872380952380952,0.870722433460076,0.869885026253848
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200,10, low_bits_3, svdne,1536,512,512,0.6,0.2,0.2, [0.72402597 0.78246753 0.78896104 0.74509804 0.78431373],0.740476190476191,0.757142857142857,0.814393939393939,0.843537414965986,0.807291666666667,0.850260416666667,0.715404699738903,0.678217821782178,0.738191479698429,0.746268656716418,0.688073394495413,0.759878281406122,0.804434589800443,0.763468013468014,0.814393939393939
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,972,324,324,0.6,0.2,0.2, [0.84183673 0.86597938 0.83505155 0.84020619 0.80412371],0.716049382716049,0.709876543209877,0.846913580246913,0.935010482180294,0.917695473251029,0.936213991769547,0.708860759493671,0.72258064516129,0.716319908379462,0.745945945945946,0.779661016949153,0.702755678542604,0.848780487804878,0.850855745721271,0.846874256900536
ensemble_model_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170,6, lab, svdne,948,316,316,0.6,0.2,0.2, [0.89473684 0.89473684 0.91052632 0.93157895 0.89893617],0.816455696202532,0.816455696202532,0.90253164556962,0.96,0.962025316455696,0.959915611814346,0.823170731707317,0.918367346938775,0.823088998913175,0.832369942196532,0.888888888888889,0.814574314574315,0.905172413793103,0.938697318007663,0.902849286356404
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170,4, low_bits_2, svdne,528,176,176,0.6,0.2,0.2, [0.85849057 0.81132075 0.83018868 0.83962264 0.75      ],0.767045454545455,0.727272727272727,0.840909090909091,0.910683012259194,0.984848484848485,0.903409090909091,0.783068783068783,0.86046511627907,0.769121447028424,0.739130434782609,0.8,0.72967032967033,0.851694915254237,0.924137931034483,0.841844246416118
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120,12, low_bits_4, svdne,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.77906977 0.73837209 0.73976608 0.75730994 0.74561404],0.812688821752266,0.788519637462236,0.90530303030303,0.945835760046593,0.947491248541424,0.945740956826138,0.810975609756098,0.858064516129032,0.815395894428152,0.810810810810811,0.852272727272727,0.784200879765396,0.906832298136646,0.921717171717172,0.90530303030303
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_4_shifted_2_svdne,32,134,166, zones, low_bits_4_shifted_2, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.8125     0.8125     0.79310345 0.85632184 0.82183908],0.742268041237113,0.718213058419244,0.863324175824176,0.951501154734411,0.94279176201373,0.951945080091533,0.766355140186916,0.911111111111111,0.753632478632479,0.755952380952381,0.841059602649007,0.713386944181646,0.869336835193696,0.915629322268326,0.863680963999102
svm_model_N16_B184_E200_nb_zones_10_lab_svd,16,184,200,10, lab, svd,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.84640523 0.85526316 0.82236842 0.81907895 0.85197368],0.857142857142857,0.866510538641686,0.85563973063973,0.86050836949783,0.911957950065703,0.852168199737188,0.85012285012285,0.819905213270142,0.85671186589433,0.867749419953596,0.865740740740741,0.866519659469896,0.860057119543044,0.887205387205387,0.85563973063973
ensemble_model_v2_N32_B134_E166_nb_zones_6_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,882,294,294,0.6,0.2,0.2, [0.93258427 0.93181818 0.93181818 0.88068182 0.95454545],0.795918367346939,0.82312925170068,0.917006802721088,0.988738738738739,0.99546485260771,0.988662131519274,0.797297297297297,0.825174825174825,0.796693372852313,0.826666666666667,0.861111111111111,0.823888888888889,0.917789757412399,0.93543956043956,0.917180696661829
svm_model_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163,10, low_bits_3, svdne,1482,494,494,0.6,0.2,0.2, [0.76510067 0.78378378 0.75675676 0.7972973  0.82094595],0.778523489932886,0.814317673378076,0.792508417508418,0.798444588464031,0.831309041835358,0.790148448043185,0.789808917197452,0.826666666666667,0.778198198198198,0.816777041942605,0.833333333333333,0.814444444444444,0.800162140251317,0.830808080808081,0.792508417508418
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.7991453  0.80769231 0.84188034 0.78448276 0.78448276],0.793814432989691,0.778350515463918,0.847064881565396,0.890742285237698,0.915951972555746,0.887650085763293,0.783783783783784,0.767195767195767,0.793145622291351,0.752873563218391,0.700534759358289,0.775640514007503,0.845070422535211,0.844629822732012,0.847035155516566
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170,6, low_bits_3, svdn,852,284,284,0.6,0.2,0.2, [0.59883721 0.64705882 0.65882353 0.68235294 0.67058824],0.658450704225352,0.644366197183099,0.802112676056338,0.903600464576074,0.913145539906103,0.902582159624413,0.633962264150943,0.626865671641791,0.656766169154229,0.645614035087719,0.605263157894737,0.647328548644338,0.800850460666194,0.793539325842697,0.802136894559766
svm_model_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200,8, low_bits_2, svd,1088,362,362,0.600441501103753,0.199779249448124,0.199779249448124, [0.66055046 0.66972477 0.62844037 0.64220183 0.65277778],0.68232044198895,0.613259668508287,0.651766004415011,0.645283018867924,0.628676470588235,0.654411764705882,0.654654654654655,0.579787234042553,0.686445341159208,0.530201342281879,0.438888888888889,0.612301587301587,0.626848018923714,0.581140350877193,0.652236842105263
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,1554,518,518,0.6,0.2,0.2, [0.83333333 0.82371795 0.85483871 0.85806452 0.85483871],0.861313868613139,0.8661800486618,0.908249158249158,0.930989583333333,0.92020592020592,0.931788931788932,0.865882352941176,0.880382775119617,0.860983466767729,0.869976359338062,0.910891089108911,0.866928798142972,0.908557046979866,0.911616161616161,0.908249158249158
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166,10, low_bits_3, svd,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.85069444 0.8986014  0.8006993  0.82167832 0.82167832],0.811440677966102,0.796610169491525,0.827020202020202,0.850331125827815,0.896648044692737,0.842178770949721,0.81419624217119,0.815899581589958,0.811383267189829,0.784753363228699,0.751072961373391,0.796038572736904,0.831211498973306,0.851851851851852,0.827020202020202
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.76363636 0.75454545 0.83636364 0.76363636 0.76363636],0.814207650273224,0.759562841530055,0.864628820960699,0.916058394160584,0.912727272727273,0.916363636363636,0.817204301075269,0.791666666666667,0.815373563218391,0.747126436781609,0.764705882352941,0.759903961584634,0.863436123348018,0.859649122807017,0.864607170099161
ensemble_model_v2_N40_B130_E170_nb_zones_6_lab_svdne,40,130,170, zones, lab, svdne,906,302,302,0.6,0.2,0.2, [0.90659341 0.95604396 0.88461538 0.9        0.92777778],0.834437086092715,0.867549668874172,0.933774834437086,0.988913525498891,0.984547461368654,0.988962472406181,0.861878453038674,0.891428571428571,0.823667041619797,0.855072463768116,0.861313868613139,0.867020570670206,0.935064935064935,0.941176470588235,0.933675483616265
svm_model_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158,12, low_bits_6, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.86413043 0.82880435 0.82786885 0.82240437 0.83333333],0.856088560885609,0.867158671586716,0.852693602693603,0.851109907958852,0.857142857142857,0.850054525627045,0.865051903114187,0.880281690140845,0.854869527240965,0.865671641791045,0.89922480620155,0.868626487607818,0.854409317803661,0.864478114478115,0.852693602693603
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_3_svdne,16,142,158, zones, low_bits_3, svdne,1806,602,602,0.6,0.2,0.2, [0.83977901 0.81491713 0.83149171 0.80555556 0.81666667],0.68421052631579,0.68421052631579,0.837121212121212,0.886823400765446,0.898117386489479,0.885382059800664,0.683098591549296,0.687943262411348,0.684249408983451,0.671532846715328,0.638888888888889,0.684692671394799,0.837871805613741,0.841750841750842,0.837121212121212
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.52684564 0.51342282 0.5738255  0.52364865 0.52027027],0.525842696629213,0.541573033707865,0.811868686868687,0.978378378378378,0.97442799461642,0.978465679676985,0.538293216630197,0.554054054054054,0.525905950793843,0.534246575342466,0.524663677130045,0.541611117844302,0.811789473684211,0.811447811447811,0.811868686868687
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,1452,484,484,0.6,0.2,0.2, [0.86643836 0.87241379 0.86551724 0.87586207 0.86896552],0.746753246753247,0.783549783549784,0.875420875420875,0.944639103013315,0.928374655647383,0.945592286501378,0.754716981132076,0.818181818181818,0.75,0.802371541501976,0.838842975206611,0.780785123966942,0.877178423236514,0.88973063973064,0.875420875420875
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,1560,520,520,0.6,0.2,0.2, [0.63461538 0.70192308 0.70192308 0.66987179 0.67628205],0.693627450980392,0.705882352941176,0.815656565656566,0.88034717916925,0.91025641025641,0.876282051282051,0.689826302729528,0.684729064039409,0.693584044214826,0.702970297029703,0.692682926829268,0.705947374744683,0.81900826446281,0.834175084175084,0.815656565656566
ensemble_model_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166,10, lab, svdn,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.52097902 0.53846154 0.54577465 0.58802817 0.51056338],0.514767932489452,0.554852320675106,0.813659359190556,0.999297259311314,0.998595505617978,0.999297752808989,0.518828451882845,0.548672566371681,0.516271767056808,0.585461689587426,0.603238866396761,0.552720754784284,0.816597510373444,0.830379746835443,0.81367344544805
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.79918033 0.77459016 0.7768595  0.81404959 0.83471074],0.722772277227723,0.668316831683168,0.845202769535114,0.94530612244898,0.953871499176277,0.944810543657331,0.712820512820513,0.705583756345178,0.722357095563893,0.677884615384615,0.66824644549763,0.668320113940525,0.845888724766125,0.846305418719212,0.845198389597937
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svdn,40,80,120, zones, low_bits_5, svdn,1806,602,602,0.6,0.2,0.2, [0.61325967 0.59668508 0.62707182 0.59722222 0.64166667],0.498245614035088,0.543859649122807,0.843013468013468,0.945474372955289,0.960132890365448,0.944629014396456,0.601671309192201,0.765957446808511,0.501034278959811,0.636871508379888,0.791666666666667,0.541223404255319,0.853782830262642,0.916666666666667,0.843013468013468
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166,8, low_bits_6, svd,1070,356,356,0.600448933782267,0.199775533108866,0.199775533108866, [0.89252336 0.88785047 0.89252336 0.90186916 0.82242991],0.758426966292135,0.820224719101124,0.863636363636364,0.913649025069638,0.919626168224299,0.913084112149533,0.758426966292135,0.733695652173913,0.759289686552073,0.808383233532934,0.74585635359116,0.821499605367009,0.862478777589134,0.846666666666667,0.863809523809524
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svd,26,137,163,12, low_bits_4_shifted_2, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.85195531 0.85195531 0.82122905 0.81005587 0.84636872],0.699658703071672,0.713310580204778,0.864478114478115,0.914772727272727,0.899441340782123,0.916201117318436,0.731707317073171,0.769230769230769,0.694834362717574,0.729032258064516,0.824817518248175,0.720101066816395,0.865721434528774,0.873737373737374,0.864478114478114
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163,10, low_bits_4, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.51973684 0.50986842 0.52631579 0.55298013 0.56622517],0.590697674418605,0.6,0.563973063973064,0.583535108958838,0.635883905013193,0.546174142480211,0.639344262295082,0.699551569506726,0.586490760598774,0.627705627705628,0.70048309178744,0.603604774593271,0.60184473481937,0.659090909090909,0.563973063973064
svm_model_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200,4, low_bits_3, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.84677419 0.88709677 0.7983871  0.82786885 0.81147541],0.653658536585366,0.668292682926829,0.768031189083821,0.839024390243902,0.837662337662338,0.839285714285714,0.717131474103586,0.865384615384615,0.650514089870526,0.723577235772358,0.847619047619048,0.663809523809524,0.785971223021583,0.845261121856866,0.767424274091498
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svd,16,184,200,10, low_bits_4_shifted_2, svd,1422,474,474,0.6,0.2,0.2, [0.78671329 0.82042254 0.73943662 0.75704225 0.73591549],0.748945147679325,0.757383966244726,0.863291139240506,0.936708860759494,0.936708860759494,0.936708860759494,0.775047258979206,0.887445887445887,0.752364919031586,0.789762340036563,0.885245901639344,0.753492516037063,0.870296236989592,0.916526138279933,0.863246177248074
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.76027397 0.75684932 0.77739726 0.75684932 0.78767123],0.753275109170306,0.722707423580786,0.829545454545455,0.889187374076561,0.906849315068493,0.886986301369863,0.760084925690021,0.758474576271186,0.753111162009467,0.713318284424379,0.711711711711712,0.722381279584669,0.831460674157303,0.840909090909091,0.829545454545455
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158,12, low_bits_2, svdne,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.7994186  0.7748538  0.77777778 0.81871345 0.80994152],0.765060240963855,0.759036144578313,0.819023569023569,0.844036697247706,0.85981308411215,0.841121495327103,0.74,0.68944099378882,0.76284915186517,0.746835443037975,0.690058479532164,0.761178308089063,0.817796610169492,0.812289562289562,0.819023569023569
svm_model_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200,10, low_bits_2, svdne,1500,500,500,0.6,0.2,0.2, [0.7        0.66666667 0.71       0.71333333 0.67333333],0.698630136986301,0.796803652968037,0.711279461279461,0.696673189823875,0.712,0.69,0.731707317073171,0.833333333333333,0.700450450450451,0.812631578947368,0.869369369369369,0.795795795795796,0.7256,0.763468013468014,0.711279461279461
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,906,302,302,0.6,0.2,0.2, [0.67582418 0.7032967  0.66483516 0.72777778 0.68333333],0.622516556291391,0.605960264900662,0.826490066225166,0.968096809680968,0.971302428256071,0.967991169977925,0.650306748466258,0.688311688311688,0.621182871182871,0.653061224489796,0.751677852348993,0.607865069965346,0.833967046894803,0.87037037037037,0.826431869535318
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170,6, low_bits_2, svd,894,298,298,0.6,0.2,0.2, [0.86111111 0.87222222 0.81460674 0.84269663 0.84269663],0.788590604026846,0.798657718120805,0.840939597315436,0.869266055045872,0.847874720357942,0.87248322147651,0.784982935153584,0.741935483870968,0.790548161515903,0.776119402985075,0.776119402985075,0.796596286858391,0.834612700628053,0.8125,0.840600132625995
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svd,32,134,166,8, low_bits_4_shifted_2, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.8173913  0.84649123 0.85087719 0.84649123 0.85964912],0.773684210526316,0.760526315789474,0.871188222923239,0.940035273368607,0.933450087565674,0.94045534150613,0.786069651741293,0.81025641025641,0.772695772695773,0.773067331670823,0.794871794871795,0.759598059598059,0.873515745998967,0.880332986472424,0.871091041589028
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200,4, low_bits_3, svd,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.84782609 0.84782609 0.82608696 0.86764706 0.82352941],0.719298245614035,0.710526315789474,0.837127845884413,0.918840579710145,0.924198250728863,0.918367346938775,0.700934579439252,0.630252100840336,0.723382931154113,0.676470588235294,0.650943396226415,0.706619239096814,0.832129963898917,0.811619718309859,0.836994528144476
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200,8, low_bits_2, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.61157025 0.65       0.62916667 0.62083333 0.69166667],0.6475,0.6825,0.798201798201798,0.888524590163934,0.901830282861897,0.886855241264559,0.637532133676092,0.635897435897436,0.647217010631645,0.676844783715013,0.658415841584158,0.682743274327433,0.798201798201798,0.80060120240481,0.798208967736269
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166,8, low_bits_5, svd,1230,410,410,0.6,0.2,0.2, [0.85365854 0.8699187  0.87398374 0.83739837 0.92682927],0.841463414634146,0.804878048780488,0.871707317073171,0.90311986863711,0.894308943089431,0.904065040650406,0.846335697399527,0.844339622641509,0.841361730512674,0.796954314720812,0.801020408163265,0.804715811558268,0.870761670761671,0.866080156402737,0.871696358629801
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200,12, low_bits_5, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.76162791 0.76023392 0.74561404 0.74269006 0.78070175],0.674698795180723,0.677710843373494,0.872053872053872,0.948525159051475,0.957943925233645,0.948014018691589,0.647058823529412,0.603658536585366,0.673853077816492,0.680597014925373,0.678571428571429,0.677700348432056,0.871729957805907,0.869528619528619,0.872053872053872
svm_model_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200,10, low_bits_4, svdne,1598,532,532,0.600300525920361,0.19984973703982,0.19984973703982, [0.75625    0.709375   0.765625   0.759375   0.80188679],0.67866323907455,0.681233933161954,0.733585858585859,0.757575757575758,0.750938673341677,0.759699624530663,0.685138539042821,0.686868686868687,0.678512877465757,0.682051282051282,0.696335078534031,0.681500872600349,0.733024040489245,0.731481481481482,0.733585858585859
ensemble_model_N16_B184_E200_nb_zones_10_lab_svd,16,184,200,10, lab, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.86912752 0.83557047 0.8557047  0.85234899 0.8557047 ],0.841986455981941,0.873589164785553,0.874158249158249,0.888315041962557,0.923489932885906,0.883892617449664,0.839449541284404,0.879807692307692,0.844159165302782,0.88477366255144,0.914893617021277,0.870908346972177,0.878996357749899,0.914141414141414,0.874158249158249
svm_model_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200,10, low_bits_3, svdne,1536,512,512,0.6,0.2,0.2, [0.74675325 0.74025974 0.71753247 0.7124183  0.78104575],0.676190476190476,0.695238095238095,0.728535353535353,0.752114508783344,0.752604166666667,0.751953125,0.673076923076923,0.630630630630631,0.678951678951679,0.661375661375661,0.631313131313131,0.691782691782692,0.723294723294723,0.70959595959596,0.728535353535353
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_6_svd,8,192,200, zones, low_bits_6, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.74293785 0.77118644 0.75141243 0.7740113  0.73863636],0.736842105263158,0.726973684210526,0.872053872053872,0.919382504288165,0.909502262443439,0.92024886877828,0.733333333333333,0.733333333333333,0.736796536796537,0.729641693811075,0.727272727272727,0.726969696969697,0.870967741935484,0.863636363636364,0.872053872053872
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.78358209 0.73134328 0.78358209 0.75373134 0.76515152],0.72972972972973,0.761261261261261,0.850719424460432,0.922401171303075,0.94311377245509,0.920658682634731,0.75609756097561,0.845454545454545,0.730762987012987,0.798479087452472,0.853658536585366,0.750061591525006,0.860738255033557,0.904761904761905,0.849628658802971
svm_model_N40_B130_E170_nb_zones_8_lab_svd,40,130,170,8, lab, svd,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.87916667 0.86554622 0.8907563  0.92016807 0.92016807],0.780856423173803,0.790931989924433,0.914400805639476,1,1,1,0.814498933901919,0.913875598086124,0.77342716074519,0.808314087759815,0.883838383838384,0.791165423074971,0.918815663801337,0.959122632103689,0.913945853183075
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163,10, low_bits_3, svdne,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.82550336 0.77516779 0.74496644 0.76351351 0.75337838],0.88314606741573,0.878651685393258,0.87037037037037,0.863143631436314,0.857335127860027,0.864064602960969,0.881278538812785,0.85022026431718,0.883825728488866,0.871428571428571,0.839449541284404,0.877874550377885,0.868037703513282,0.852693602693603,0.87037037037037
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120,12, low_bits_6, svdne,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.96764706 0.94411765 0.92941176 0.9260355  0.93786982],0.779411764705882,0.802941176470588,0.938552188552189,0.997635933806147,0.995283018867924,0.997641509433962,0.770642201834862,0.754491017964072,0.778979613028279,0.801186943620178,0.780346820809249,0.803347063099235,0.938030560271647,0.93013468013468,0.938552188552189
svm_model_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170,6, low_bits_3, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.83695652 0.83695652 0.84065934 0.86263736 0.87912088],0.789473684210526,0.799342105263158,0.835742444152431,0.860646599777034,0.844638949671772,0.863238512035011,0.80952380952381,0.871794871794872,0.787248787248787,0.811145510835913,0.850649350649351,0.798658008658009,0.839331619537275,0.851368970013038,0.835618259840956
svm_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdne,40,80,120,12, low_bits_4_shifted_2, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.86666667 0.87777778 0.88888889 0.875      0.89106145],0.698961937716263,0.72318339100346,0.880050505050505,0.932339449541285,0.904338153503893,0.934371523915462,0.716612377850163,0.780141843971631,0.700881732796626,0.746835443037975,0.797297297297297,0.721343684109641,0.879594423320659,0.876262626262626,0.880050505050505
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166,10, low_bits_2, svd,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.81164384 0.77054795 0.80344828 0.79310345 0.82758621],0.765726681127983,0.830802603036876,0.811868686868687,0.831721470019342,0.887207702888583,0.820495185694635,0.757847533632287,0.778801843317972,0.766450101986855,0.838842975206611,0.831967213114754,0.830730150336179,0.819830713422007,0.856060606060606,0.811868686868687
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166,8, low_bits_6, svd,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.85887097 0.83333333 0.82520325 0.84552846 0.86178862],0.880487804878049,0.836585365853659,0.907407407407407,0.938333333333333,0.913961038961039,0.939935064935065,0.869333333333333,0.844559585492228,0.878500990902796,0.827763496143959,0.752336448598131,0.84045393858478,0.903258655804481,0.867057673509286,0.90728976969925
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170,6, low_bits_2, svd,924,308,308,0.6,0.2,0.2, [0.83870968 0.78494624 0.85869565 0.79347826 0.85326087],0.769480519480519,0.818181818181818,0.851298701298701,0.89375,0.928571428571429,0.88961038961039,0.795389048991354,0.851851851851852,0.764967021816337,0.819354838709677,0.86986301369863,0.820733975985117,0.858379715522572,0.901298701298701,0.851298701298701
svm_model_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200,4, low_bits_3, svdne,438,146,146,0.6,0.2,0.2, [0.80681818 0.76136364 0.79545455 0.78409091 0.80232558],0.767123287671233,0.767123287671233,0.79041095890411,0.821052631578947,0.89041095890411,0.805936073059361,0.76056338028169,0.683544303797468,0.774607972794257,0.753623188405797,0.722222222222222,0.766516516516517,0.797350993377483,0.813513513513514,0.79009009009009
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166,10, low_bits_3, svd,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.78014184 0.79285714 0.8        0.80357143 0.8       ],0.830835117773019,0.828693790149893,0.844178082191781,0.861016949152542,0.905848787446505,0.853780313837375,0.844793713163065,0.892116182572614,0.828801454118165,0.838056680161943,0.9,0.829746835443038,0.853107344632768,0.901877133105802,0.843979803666303
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svdn,16,142,158, zones, low_bits_5, svdn,1886,628,628,0.600254614894971,0.199872692552514,0.199872692552514, [0.48412698 0.49206349 0.4973545  0.5106383  0.50797872],0.46530612244898,0.493877551020408,0.889309764309764,0.995749202975558,0.993637327677625,0.99575821845175,0.469635627530364,0.479338842975207,0.465475873100506,0.495934959349593,0.491935483870968,0.493901626233005,0.889263157894737,0.888888888888889,0.889309764309764
svm_model_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163,10, low_bits_2, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.7414966  0.79251701 0.74489796 0.79109589 0.75342466],0.835164835164835,0.78021978021978,0.791245791245791,0.793036750483559,0.839017735334243,0.781036834924966,0.844074844074844,0.845833333333333,0.834544573643411,0.777777777777778,0.813953488372093,0.781976744186047,0.800161160354553,0.835858585858586,0.791245791245791
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166,8, low_bits_4, svdn,1200,400,400,0.6,0.2,0.2, [0.5875     0.59166667 0.55416667 0.57083333 0.60833333],0.5625,0.645,0.6145,0.603146853146853,0.575,0.621666666666667,0.545454545454546,0.525,0.5625,0.651960784313726,0.678571428571429,0.645658263305322,0.601961796592669,0.585341365461847,0.614383830141282
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158,12, low_bits_6, svdne,1830,610,610,0.6,0.2,0.2, [0.86885246 0.82786885 0.8442623  0.86338798 0.83879781],0.875457875457875,0.831501831501831,0.906565656565657,0.922149122807017,0.919125683060109,0.9224043715847,0.882758620689655,0.955223880597015,0.876892515838076,0.839160839160839,0.863309352517986,0.830908407602276,0.9075,0.916666666666667,0.906565656565656
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166,8, low_bits_5, svd,1102,367,367,0.600217864923747,0.199891067538126,0.199891067538126, [0.9009009  0.90454545 0.90454545 0.88181818 0.90909091],0.771117166212534,0.76566757493188,0.875272331154684,0.945821854912764,0.934664246823956,0.946460980036298,0.794117647058823,0.852631578947368,0.768123699078204,0.772486772486773,0.834285714285714,0.768705357142857,0.877866666666667,0.898471615720524,0.875322764382001
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,1206,402,402,0.6,0.2,0.2, [0.62396694 0.6322314  0.66528926 0.675      0.67083333],0.626865671641791,0.6318407960199,0.785572139303483,0.889443059019119,0.887230514096186,0.889718076285241,0.675324675324675,0.71889400921659,0.618906464067754,0.639024390243902,0.678756476683938,0.633636611547711,0.792289156626506,0.811451135241856,0.785364484371179
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svdn,16,142,158, zones, low_bits_4, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.49723757 0.5441989  0.53038674 0.50552486 0.49171271],0.547703180212014,0.49469964664311,0.880892255892256,0.993370165745856,0.993370165745856,0.993370165745856,0.532846715328467,0.528985507246377,0.547251374312844,0.511945392491467,0.517241379310345,0.494127936031984,0.880942364324779,0.881313131313131,0.880892255892256
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200,4, low_bits_3, svdne,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.796875  0.8203125 0.8359375 0.828125  0.7890625],0.732394366197183,0.727699530516432,0.812382739212007,0.866141732283464,0.859375,0.8671875,0.727272727272727,0.64957264957265,0.741452991452992,0.697916666666667,0.663366336633663,0.724540311173974,0.806949806949807,0.776951672862453,0.812718260673651
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170,6, low_bits_3, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.82608696 0.81521739 0.86956522 0.85164835 0.84615385],0.8,0.783606557377049,0.855176933158585,0.898268398268398,0.906113537117904,0.897379912663756,0.795986622073579,0.820689655172414,0.800969827586207,0.788461538461538,0.848275862068965,0.786637931034483,0.856026058631922,0.878342245989305,0.855623565154036
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200,10, low_bits_2, svdne,1494,498,498,0.6,0.2,0.2, [0.69333333 0.65       0.7114094  0.72147651 0.7114094 ],0.768707482993197,0.700680272108844,0.828282828282828,0.885375494071146,0.899598393574297,0.883534136546185,0.76605504587156,0.776744186046512,0.768903066474583,0.709251101321586,0.712389380530973,0.700380736777114,0.830564784053156,0.841750841750842,0.828282828282828
svm_model_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163,12, lab, svdn,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.55614973 0.52406417 0.53208556 0.51871658 0.55645161],0.586614173228346,0.547244094488189,0.547558922558923,0.620505992010652,0.748394004282655,0.542291220556745,0.646464646464646,0.755905511811024,0.586614173228346,0.622950819672131,0.748031496062992,0.547244094488189,0.623467600700525,0.749158249158249,0.547558922558922
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163,10, low_bits_5, svdn,1422,474,474,0.6,0.2,0.2, [0.52797203 0.55985915 0.51056338 0.55633803 0.51760563],0.556962025316456,0.508438818565401,0.533755274261603,0.635863586358636,0.812939521800281,0.534458509142053,0.635416666666667,0.753086419753086,0.551867885201218,0.584670231729055,0.716157205240175,0.515221459762944,0.626057529610829,0.781910397295013,0.534173395783142
ensemble_model_v2_N16_B184_E200_nb_zones_10_lab_svd,16,184,200, zones, lab, svd,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.82885906 0.83221477 0.83783784 0.88175676 0.83108108],0.874439461883408,0.849775784753363,0.887626262626263,0.903225806451613,0.905660377358491,0.902964959568733,0.888,0.948717948717949,0.870585389453314,0.856531049250535,0.943396226415094,0.85417674568618,0.891242362525458,0.920875420875421,0.887626262626262
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svd,16,184,200, zones, low_bits_4_shifted_2, svd,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.7672956  0.83018868 0.81132075 0.7672956  0.7943038 ],0.66243654822335,0.67258883248731,0.803030303030303,0.871890547263681,0.882871536523929,0.870277078085642,0.580441640378549,0.494623655913979,0.653561827956989,0.632478632478632,0.533653846153846,0.680805417700579,0.794376098418278,0.760942760942761,0.803030303030303
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svd,32,134,166,8, low_bits_4_shifted_2, svd,1324,441,441,0.600181323662738,0.199909338168631,0.199909338168631, [0.84962406 0.83458647 0.85227273 0.85984848 0.86742424],0.775510204081633,0.709750566893424,0.836355394378966,0.89894419306184,0.900302114803625,0.898791540785498,0.769230769230769,0.812807881773399,0.778252680382498,0.716814159292035,0.707423580786026,0.709843865864711,0.836429542365202,0.843692870201097,0.836414780424289
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163,10, low_bits_6, svdn,1530,510,510,0.6,0.2,0.2, [0.54248366 0.57189542 0.55882353 0.56862745 0.56535948],0.541371158392435,0.536643026004728,0.552609427609428,0.672824501701507,0.904575163398693,0.560130718954248,0.666666666666667,0.898148148148148,0.533615136876006,0.658536585365854,0.91304347826087,0.544484702093398,0.669156551509493,0.904882154882155,0.552609427609428
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_svdne,40,80,120, zones, low_bits_4, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.76519337 0.77900552 0.79722222 0.77222222 0.79166667],0.713286713286713,0.63986013986014,0.894781144781145,0.964344487109161,0.97450110864745,0.963968957871397,0.757396449704142,0.831168831168831,0.703463203463203,0.666666666666667,0.78030303030303,0.649891774891775,0.898785425101215,0.934343434343434,0.894781144781145
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,602,200,200,0.600798403193613,0.199600798403194,0.199600798403194, [0.7295082  0.88333333 0.80833333 0.775      0.79166667],0.715,0.71,0.845309381237525,0.931972789115646,0.910299003322259,0.933554817275748,0.727272727272727,0.737864077669903,0.714292863577219,0.712871287128713,0.75,0.711538461538462,0.844844844844845,0.844,0.845306772908367
ensemble_model_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200,10, low_bits_4, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.75333333 0.75666667 0.73666667 0.76666667 0.70805369],0.708428246013667,0.706150341685649,0.803030303030303,0.862540716612378,0.883845126835781,0.859145527369826,0.683168316831683,0.618834080717489,0.709880003321707,0.683046683046683,0.643518518518518,0.705167331008138,0.800511508951407,0.79040404040404,0.803030303030303
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200,10, low_bits_3, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.75172414 0.74482759 0.74652778 0.69444444 0.74305556],0.727467811158798,0.690987124463519,0.794612794612795,0.847932725998598,0.837950138504155,0.849722991689751,0.678481012658228,0.565400843881857,0.730298675216037,0.608695652173913,0.489082969432314,0.687579459399702,0.777168949771689,0.716329966329966,0.794612794612794
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,882,294,294,0.6,0.2,0.2, [0.7247191  0.78409091 0.71590909 0.75568182 0.76704545],0.826530612244898,0.802721088435374,0.860544217687075,0.890160183066362,0.882086167800454,0.891156462585034,0.815884476534296,0.81294964028777,0.825829658853562,0.8,0.816901408450704,0.803187546330615,0.857737682165163,0.85595567867036,0.860464470351223
ensemble_model_N40_B130_E170_nb_zones_8_lab_svd,40,130,170,8, lab, svd,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.85416667 0.89166667 0.86666667 0.8487395  0.87394958],0.881909547738693,0.869346733668342,0.950301204819277,1,1,1,0.892938496583144,0.946859903381642,0.879189113994486,0.875598086124402,0.938461538461538,0.870708601743084,0.951777886020458,0.977,0.950193548387097
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200,12, low_bits_4, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.7688172  0.74193548 0.73387097 0.7        0.72972973],0.665384615384615,0.669230769230769,0.71969696969697,0.730748225013654,0.720905172413793,0.734375,0.703071672354949,0.792307692307692,0.665384615384615,0.695035460992908,0.753846153846154,0.669230769230769,0.723192019950125,0.732323232323232,0.71969696969697
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.82746479 0.82042254 0.84042553 0.79787234 0.83333333],0.796178343949045,0.804670912951168,0.859507640067912,0.901987662782728,0.930693069306931,0.898868458274399,0.811023622047244,0.827309236947791,0.794285249104526,0.804255319148936,0.84,0.806178861788618,0.864177267131719,0.891617273497036,0.859425658025114
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.86842105 0.8377193  0.87280702 0.89823009 0.88495575],0.825396825396825,0.833333333333333,0.903276955602537,0.952714535901926,0.957746478873239,0.952464788732394,0.79375,0.760479041916168,0.818628146550501,0.828337874659401,0.76,0.837865168539326,0.899945325314379,0.880213903743315,0.903011863052431
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_2_svdne,16,142,158, zones, low_bits_2, svdne,1830,610,610,0.6,0.2,0.2, [0.74590164 0.81693989 0.80327869 0.78415301 0.78142077],0.838827838827839,0.776556776556777,0.851010101010101,0.86634460547504,0.881967213114754,0.863934426229508,0.864197530864197,0.952380952380952,0.829365079365079,0.791808873720136,0.920634920634921,0.786848072562358,0.857258064516129,0.894781144781145,0.851010101010101
svm_model_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200,12, low_bits_3, svd,1806,602,602,0.6,0.2,0.2, [0.76243094 0.75966851 0.79005525 0.725      0.71666667],0.807017543859649,0.726315789473684,0.768097643097643,0.771084337349398,0.779623477297896,0.768549280177187,0.794007490636704,0.741258741258741,0.80724908893923,0.702290076335878,0.647887323943662,0.726041564069733,0.766029723991507,0.759259259259259,0.768097643097643
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170,4, low_bits_4, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.90983607 0.95081967 0.93333333 0.925      0.94166667],0.691542288557214,0.696517412935323,0.849900596421471,0.952054794520548,0.920529801324503,0.95364238410596,0.725663716814159,0.82,0.692178217821782,0.728888888888889,0.780952380952381,0.692559523809524,0.854106280193237,0.871794871794872,0.849725091208057
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163,10, low_bits_4, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.55067568 0.5        0.53716216 0.57094595 0.53061224],0.579064587973274,0.567928730512249,0.838804713804714,1,1,1,0.588235294117647,0.622119815668203,0.580456459558239,0.608870967741936,0.650862068965517,0.565062370888289,0.842581175503494,0.862794612794613,0.838804713804714
svm_model_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120,12, low_bits_5, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.875      0.88068182 0.89772727 0.83142857 0.86285714],0.741935483870968,0.709677419354839,0.868686868686869,0.916372202591284,0.886104783599089,0.919134396355353,0.771428571428572,0.870967741935484,0.741935483870968,0.741379310344828,0.832258064516129,0.709677419354839,0.869782971619366,0.877104377104377,0.868686868686869
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,816,272,272,0.6,0.2,0.2, [0.72560976 0.68902439 0.73780488 0.74074074 0.72839506],0.772058823529412,0.75,0.864705882352941,0.931472081218274,0.899509803921569,0.933823529411765,0.745901639344262,0.645390070921986,0.776893508743436,0.699115044247788,0.6171875,0.742621527777778,0.853736089030207,0.793205317577548,0.864391824235333
svm_model_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200,12, low_bits_6, svdne,1824,608,608,0.6,0.2,0.2, [0.76775956 0.7568306  0.76098901 0.78296703 0.77472527],0.713768115942029,0.771739130434783,0.764309764309764,0.771334792122538,0.773026315789474,0.770833333333333,0.674897119341564,0.589928057553957,0.714672057974059,0.740740740740741,0.656934306569343,0.770913196450139,0.757994814174589,0.738215488215488,0.764309764309764
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_5_svd,8,192,200, zones, low_bits_5, svd,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.74425287 0.75       0.77011494 0.75574713 0.79768786],0.692789968652038,0.67398119122257,0.820707070707071,0.872582480091013,0.882623705408516,0.871116225546605,0.72316384180791,0.785276073619632,0.690714959886739,0.692307692307692,0.75,0.675613496932515,0.826122448979592,0.851851851851852,0.820707070707071
svm_model_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200,6, low_bits_3, svd,870,290,290,0.6,0.2,0.2, [0.79310345 0.71264368 0.78735632 0.72413793 0.74712644],0.796551724137931,0.779310344827586,0.780689655172414,0.761904761904762,0.717241379310345,0.775862068965517,0.753138075313808,0.681818181818182,0.78711162255466,0.780821917808219,0.7125,0.787019230769231,0.764444444444445,0.709766162310866,0.780885847407162
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svdn,32,134,166, zones, lab, svdn,1582,527,527,0.600151745068285,0.199924127465857,0.199924127465857, [0.49371069 0.54746835 0.55379747 0.53481013 0.52848101],0.458438287153652,0.516372795969773,0.811868686868687,0.974779319041614,0.97724399494311,0.974715549936789,0.486873508353222,0.490384615384615,0.456832519332519,0.515151515151515,0.53968253968254,0.517437423687424,0.813827571845065,0.822390572390572,0.811868686868687
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svd,26,137,163,12, low_bits_4_shifted_2, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.82240437 0.85519126 0.84153005 0.81593407 0.84615385],0.803636363636364,0.796363636363636,0.898569023569024,0.927982407916438,0.924424972617743,0.928258488499452,0.801470588235294,0.795620437956204,0.803607320427378,0.802816901408451,0.826086956521739,0.796255157092986,0.898526315789474,0.898148148148148,0.898569023569024
svm_model_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200,4, low_bits_2, svd,636,212,212,0.6,0.2,0.2, [0.84375    0.828125   0.828125   0.81746032 0.84126984],0.754716981132076,0.683962264150943,0.805660377358491,0.871111111111111,0.924528301886792,0.863207547169811,0.742574257425743,0.700934579439252,0.755229194481531,0.65989847715736,0.656565656565657,0.682265129167784,0.808193668528864,0.82824427480916,0.8059131821807
svm_model_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200,8, low_bits_2, svdne,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.63983051 0.64957265 0.67521368 0.65811966 0.64529915],0.671794871794872,0.674358974358974,0.668545081967213,0.68026101141925,0.71160409556314,0.665529010238908,0.681592039800995,0.706185567010309,0.671970334525563,0.678481012658228,0.683673469387755,0.674310961498001,0.680177953534355,0.704918032786885,0.668545081967213
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170,4, low_bits_4, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.87068966 0.81034483 0.84482759 0.79310345 0.79824561],0.588541666666667,0.65625,0.849272349272349,1,1,1,0.655021834061135,0.728155339805825,0.577560815970328,0.707964601769911,0.869565217391304,0.664782608695652,0.859632139399806,0.917355371900826,0.84884504996715
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.86046512 0.84108527 0.82945736 0.83333333 0.8359375 ],0.855477855477855,0.822843822843823,0.927772600186393,0.986666666666667,0.976708074534161,0.986801242236025,0.865217391304348,0.89237668161435,0.853955331098437,0.82648401826484,0.849765258215962,0.823030777256129,0.928670041417395,0.934259259259259,0.927730004864151
svm_model_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158,12, low_bits_5, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.87078652 0.82865169 0.85875706 0.86158192 0.84463277],0.740863787375415,0.694352159468439,0.837962962962963,0.884097035040431,0.924464487034949,0.87880496054115,0.773255813953488,0.847133757961784,0.736066878980892,0.703225806451613,0.756944444444444,0.69694355980184,0.846552411319251,0.893939393939394,0.837962962962963
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svd,32,134,166, zones, low_bits_4_shifted_2, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.85267857 0.88392857 0.86160714 0.89732143 0.91071429],0.742627345844504,0.705093833780161,0.872990353697749,0.971945701357466,0.958928571428572,0.972321428571429,0.758793969849246,0.798941798941799,0.741862203818725,0.720812182741117,0.78021978021978,0.706863816811461,0.875065893516078,0.891514500537057,0.873029977541256
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170,6, low_bits_2, svdn,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.55952381 0.60119048 0.48809524 0.48214286 0.53614458],0.530465949820789,0.559139784946237,0.574498567335244,0.607390300230947,0.627684964200477,0.594272076372315,0.558922558922559,0.546052631578947,0.528931827600497,0.54275092936803,0.561538461538462,0.559292720702117,0.585195530726257,0.59771754636234,0.574398341526494
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200,4, low_bits_2, svd,706,235,235,0.600340136054422,0.199829931972789,0.199829931972789, [0.76760563 0.76056338 0.76056338 0.72857143 0.68571429],0.774468085106383,0.727659574468085,0.845238095238095,0.908835904628331,0.917847025495751,0.907932011331445,0.78714859437751,0.823529411764706,0.773833671399594,0.761194029850746,0.84297520661157,0.724119182253154,0.852032520325203,0.883642495784148,0.844908726451251
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163,10, low_bits_2, svdne,1500,500,500,0.6,0.2,0.2, [0.77666667 0.8        0.80666667 0.80666667 0.79      ],0.833333333333333,0.853881278538813,0.849747474747475,0.858793324775353,0.892,0.853333333333333,0.832183908045977,0.834101382488479,0.833340284004421,0.848341232227488,0.809954751131222,0.85428613132598,0.852173913043478,0.866161616161616,0.849747474747475
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_6_svdne,16,142,158, zones, low_bits_6, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.84285714 0.79142857 0.85142857 0.85714286 0.85142857],0.805111821086262,0.798722044728435,0.887205387205387,0.916181606519208,0.899428571428571,0.917714285714286,0.824207492795389,0.905063291139241,0.804144548795427,0.81524926686217,0.896774193548387,0.799652919559004,0.888611803823774,0.89983164983165,0.887205387205387
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166,10, low_bits_2, svd,1592,530,530,0.600301659125188,0.199849170437406,0.199849170437406, [0.815625   0.8081761  0.8081761  0.82389937 0.76415094],0.808673469387755,0.844387755102041,0.851851851851852,0.870967741935484,0.915829145728643,0.864321608040201,0.798927613941019,0.756345177664975,0.808941819601718,0.83989501312336,0.82051282051282,0.844266562540674,0.85502471169687,0.873737373737374,0.851851851851852
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166,8, low_bits_4, svdn,1266,422,422,0.6,0.2,0.2, [0.5511811  0.49606299 0.61811024 0.59126984 0.56746032],0.552132701421801,0.590047393364929,0.827488151658768,0.998417721518987,0.996840442338073,0.998420221169036,0.546762589928057,0.564356435643564,0.552632763276328,0.609480812641084,0.613636363636364,0.588996399639964,0.828625235404896,0.834123222748815,0.827488151658768
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200,6, low_bits_3, svd,974,324,324,0.600493218249075,0.199753390875462,0.199753390875462, [0.74489796 0.81122449 0.77319588 0.74742268 0.75257732],0.771604938271605,0.716049382716049,0.815043156596794,0.867063492063492,0.897330595482546,0.862422997946612,0.770186335403727,0.789808917197452,0.772149967580762,0.721212121212121,0.782894736842105,0.719935740514076,0.819277108433735,0.85427135678392,0.81575553311351
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.69047619 0.67687075 0.72108844 0.71917808 0.67808219],0.696703296703297,0.701098901098901,0.807659932659933,0.87593220338983,0.88130968622101,0.875170532060027,0.718367346938776,0.768558951965066,0.6962263786374,0.697777777777778,0.694690265486726,0.701056923136376,0.810766045548654,0.824074074074074,0.807659932659933
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.81699346 0.79084967 0.83006536 0.80392157 0.81578947],0.804245283018868,0.766509433962264,0.872474747474747,0.922086284610431,0.93717277486911,0.920811518324607,0.794044665012407,0.776699029126214,0.803487129242006,0.772413793103448,0.770642201834862,0.76638906208248,0.8732747804266,0.878787878787879,0.872474747474747
svm_model_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200,10, lab, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.85714286 0.89455782 0.89795918 0.86394558 0.80821918],0.832599118942731,0.8215859030837,0.85479797979798,0.878395860284605,0.925068119891008,0.871934604904632,0.848,0.917748917748918,0.831071768291499,0.831600831600832,0.896860986547085,0.822889367732417,0.863474475662841,0.918350168350168,0.85479797979798
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svd,40,130,170, zones, lab, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.89912281 0.89912281 0.89035088 0.90265487 0.88495575],0.867724867724868,0.865079365079365,0.917547568710359,0.951284322409212,0.945422535211268,0.951584507042254,0.875,0.897435897435897,0.866750735603195,0.875305623471883,0.908629441624365,0.863154499817708,0.919504643962848,0.928125,0.917388680257511
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,1342,447,447,0.600178890876565,0.199910554561717,0.199910554561717, [0.72222222 0.73507463 0.70895522 0.72761194 0.72014925],0.720357941834452,0.693512304250559,0.79830053667263,0.859896219421794,0.864381520119225,0.859165424739195,0.692874692874693,0.640909090909091,0.719132959551462,0.665036674816626,0.609865470852018,0.693325592568866,0.791685912240185,0.769299820466786,0.798197147310042
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,744,248,248,0.6,0.2,0.2, [0.90666667 0.86       0.89189189 0.88513514 0.87837838],0.75,0.729838709677419,0.892741935483871,0.994609164420485,0.991935483870967,0.994623655913978,0.755905511811023,0.842105263157895,0.756873527101335,0.75812274368231,0.846774193548387,0.729838709677419,0.895522388059701,0.934426229508197,0.893403590944574
svm_model_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200,4, low_bits_6, svd,504,168,168,0.6,0.2,0.2, [0.71568627 0.69607843 0.76       0.74       0.67      ],0.827380952380952,0.833333333333333,0.780952380952381,0.747514910536779,0.746031746031746,0.748015873015873,0.832369942196532,0.774193548387097,0.833763440860215,0.844444444444444,0.853932584269663,0.832029583274072,0.785046728971963,0.774193548387097,0.781185444144287
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.82539683 0.8015873  0.78571429 0.74603175 0.82258065],0.669856459330144,0.665071770334928,0.82887189292543,0.935691318327974,0.926751592356688,0.936305732484076,0.676056338028169,0.8,0.685714285714286,0.7265625,0.81578947368421,0.65,0.835930339138405,0.88030888030888,0.829358985608986
ensemble_model_v2_N8_B192_E200_nb_zones_10_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.72077922 0.72402597 0.74836601 0.67647059 0.69281046],0.736342042755344,0.731591448931116,0.825757575757576,0.880503144654088,0.91264667535854,0.876140808344198,0.756043956043956,0.819047619047619,0.736538027533288,0.749445676274945,0.800947867298578,0.73142631460167,0.834134615384615,0.876262626262626,0.825757575757576
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdne,40,80,120,12, low_bits_4_shifted_2, svdne,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.92816092 0.90229885 0.88218391 0.9137931  0.9132948 ],0.796238244514107,0.768025078369906,0.931818181818182,0.986712882726748,0.982738780207135,0.986766398158803,0.741035856573705,0.611842105263158,0.787956980775292,0.731884057971014,0.604790419161677,0.776079420107154,0.928255093002657,0.882154882154882,0.931818181818182
svm_model_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158,12, low_bits_4, svdne,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.76704545 0.80965909 0.73428571 0.78857143 0.75714286],0.678456591639871,0.713826366559486,0.779882154882155,0.812570145903479,0.825541619156214,0.80957810718358,0.696969696969697,0.756578947368421,0.680176266137041,0.735905044510386,0.779874213836478,0.712305527970871,0.786443446304614,0.810606060606061,0.779882154882155
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_6_svdne,40,80,120, zones, low_bits_6, svdne,1846,615,615,0.600130039011703,0.199934980494148,0.199934980494148, [0.94864865 0.94054054 0.92972973 0.95380435 0.92391304],0.886792452830189,0.864150943396226,0.95959595959596,0.983498349834983,0.968580715059588,0.983748645720477,0.901315789473684,0.944827586206896,0.880747126436781,0.861538461538462,0.933333333333333,0.870114942528736,0.959697732997481,0.962121212121212,0.95959595959596
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166,8, low_bits_6, svdn,1106,368,368,0.60043431053203,0.199782844733985,0.199782844733985, [0.54954955 0.60810811 0.58108108 0.52727273 0.58181818],0.554347826086957,0.565217391304348,0.572747014115092,0.66030814380044,0.81374321880651,0.581374321880651,0.645021645021645,0.78421052631579,0.546599645180367,0.650655021834061,0.818681318681319,0.567942809878294,0.655278142794568,0.808648648648649,0.571717999351587
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdne,16,184,200,10, low_bits_4_shifted_2, svdne,1572,524,524,0.6,0.2,0.2, [0.75316456 0.75796178 0.74840764 0.71656051 0.74522293],0.776119402985075,0.778606965174129,0.761363636363636,0.736770691994573,0.690839694656489,0.753180661577608,0.759358288770054,0.759358288770054,0.775027981594329,0.78345498783455,0.748837209302326,0.780835716950628,0.749003984063745,0.712121212121212,0.761363636363636
svm_model_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166,10, lab, svdne,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.83928571 0.86785714 0.84642857 0.86690647 0.89928058],0.832258064516129,0.776344086021505,0.89853826311264,0.960526315789473,0.941260744985673,0.961318051575931,0.826666666666666,0.81578947368421,0.831945369753498,0.767857142857143,0.735042735042735,0.776612276612277,0.895851721094439,0.875,0.898477701543739
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200,4, low_bits_6, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.72222222 0.77419355 0.80645161 0.77419355 0.78225806],0.782608695652174,0.739130434782609,0.852316602316602,0.910299003322259,0.881028938906752,0.913183279742765,0.8,0.882352941176471,0.784033613445378,0.756756756756757,0.875,0.748310810810811,0.854146806482364,0.880157170923379,0.852792057947458
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200,12, low_bits_6, svdne,1686,562,562,0.6,0.2,0.2, [0.81065089 0.78106509 0.75443787 0.78869048 0.76785714],0.8,0.826086956521739,0.859848484848485,0.88,0.887307236061684,0.879003558718861,0.778135048231511,0.728915662650602,0.79741872518005,0.822485207100592,0.776536312849162,0.828027192569159,0.85823754789272,0.848484848484848,0.859848484848485
ensemble_model_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200,8, low_bits_2, svdne,1164,388,388,0.6,0.2,0.2, [0.63675214 0.68803419 0.66810345 0.63793103 0.63793103],0.610824742268041,0.63659793814433,0.765463917525773,0.859361518550475,0.855670103092784,0.859965635738832,0.607792207792208,0.573529411764706,0.612851662404092,0.637532133676092,0.63265306122449,0.636639030612245,0.764614588722193,0.752545824847251,0.765625730795233
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170,4, low_bits_4, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.6754386  0.66964286 0.72321429 0.65178571 0.58035714],0.566844919786096,0.545454545454545,0.629273504273504,0.659133709981168,0.622775800711744,0.677935943060498,0.537142857142857,0.45631067961165,0.579345815996301,0.53551912568306,0.475728155339806,0.553340268146093,0.609673790776153,0.5564681724846,0.632354353502879
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.73157895 0.81578947 0.78723404 0.7712766  0.81914894],0.764331210191083,0.74203821656051,0.834605597964377,0.889123548046462,0.891949152542373,0.888771186440678,0.764331210191083,0.784313725490196,0.764827670198514,0.763848396501458,0.834394904458599,0.74203821656051,0.837905236907731,0.859335038363171,0.834730810320826
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170,8, low_bits_3, svd,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.84883721 0.84765625 0.85546875 0.8515625  0.8671875 ],0.737704918032787,0.779859484777517,0.818820224719101,0.862357414448669,0.884555382215289,0.858814352574103,0.711340206185567,0.686567164179104,0.734876502443534,0.780373831775701,0.729257641921397,0.783820740152618,0.81839511966213,0.814192343604108,0.818833261003932
svm_model_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200,4, low_bits_2, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.75806452 0.72580645 0.65322581 0.78688525 0.7295082 ],0.707317073170732,0.765853658536585,0.741715399610136,0.743044189852701,0.737012987012987,0.74512987012987,0.739130434782609,0.779816513761468,0.702408256880734,0.783783783783784,0.861386138613861,0.767231530845392,0.750705550329257,0.77027027027027,0.74143434773356
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170,4, low_bits_6, svd,606,202,202,0.6,0.2,0.2, [0.86065574 0.87704918 0.85245902 0.90833333 0.875     ],0.727722772277228,0.693069306930693,0.825742574257426,0.895575221238938,0.834983498349835,0.902640264026403,0.640522875816993,0.5,0.721153846153846,0.575342465753425,0.4375,0.681014150943396,0.796296296296296,0.69215291750503,0.823659304756414
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.86206897 0.81896552 0.87931034 0.82758621 0.82758621],0.756476683937824,0.751295336787565,0.868530020703934,0.944444444444444,0.937931034482759,0.944827586206897,0.781395348837209,0.903225806451613,0.761612903225806,0.773584905660377,0.891304347826087,0.757533362031855,0.873379860418744,0.922105263157895,0.869402937077929
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170,6, low_bits_2, svdn,936,312,312,0.6,0.2,0.2, [0.57978723 0.57446809 0.54787234 0.52688172 0.49462366],0.608974358974359,0.583333333333333,0.834615384615385,0.993617021276596,0.997863247863248,0.993589743589744,0.625766871165644,0.618181818181818,0.608410636982065,0.613095238095238,0.691275167785235,0.587968872236176,0.838951310861423,0.859335038363171,0.834551837947653
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163,10, low_bits_5, svdn,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.55369128 0.52348993 0.51342282 0.55704698 0.55704698],0.496613995485327,0.544018058690745,0.817340067340067,0.993931220498988,0.989261744966443,0.993959731543624,0.518358531317495,0.51063829787234,0.495703764320786,0.551111111111111,0.596153846153846,0.547013093289689,0.818864774624374,0.825757575757576,0.817340067340067
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163,10, low_bits_6, svdn,1486,495,495,0.60016155088853,0.199919224555735,0.199919224555735, [0.55033557 0.55033557 0.47315436 0.60135135 0.58108108],0.498876404494382,0.510112359550562,0.805555555555556,0.985743380855397,0.977119784656797,0.985868102288022,0.55310621242485,0.602620087336245,0.495754488112567,0.547717842323651,0.611111111111111,0.512979136341582,0.811735941320293,0.838383838383838,0.805555555555555
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170,4, low_bits_4, svdn,524,174,174,0.60091743119266,0.19954128440367,0.19954128440367, [0.63207547 0.60377358 0.55769231 0.58653846 0.63461538],0.574712643678161,0.545977011494253,0.821100917431193,0.994285714285714,0.99618320610687,0.994274809160305,0.55952380952381,0.516483516483517,0.577518866675493,0.538011695906433,0.51685393258427,0.546662260409782,0.819444444444444,0.800904977375566,0.821382721245922
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200,4, low_bits_2, svdne,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.8490566  0.86792453 0.82075472 0.875      0.82692308],0.691428571428571,0.76,0.837899543378995,0.912213740458015,0.908745247148289,0.91254752851711,0.666666666666667,0.606741573033708,0.692905670237784,0.716216216216216,0.67948717948718,0.752114723764208,0.829736211031175,0.804651162790698,0.837303159870685
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200,12, low_bits_3, svd,1676,558,558,0.600286532951289,0.199856733524355,0.199856733524355, [0.74107143 0.74107143 0.7172619  0.74251497 0.73353293],0.822857142857143,0.817142857142857,0.837962962962963,0.844444444444444,0.83890214797136,0.845465393794749,0.844221105527638,0.92817679558011,0.819117983588872,0.829787234042553,0.923076923076923,0.820654483637909,0.842148421484215,0.864478114478115,0.837962962962963
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170,4, low_bits_6, svd,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [0.87962963 0.92592593 0.85185185 0.77358491 0.8490566 ],0.752808988764045,0.808988764044944,0.866591928251121,0.922495274102079,0.91044776119403,0.923507462686567,0.788461538461538,0.788461538461538,0.745582120582121,0.802325581395349,0.851851851851852,0.812523864070256,0.869086908690869,0.8719646799117,0.866506257951294
ensemble_model_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200,10, lab, svdne,1440,480,480,0.6,0.2,0.2, [0.79513889 0.85416667 0.82638889 0.80902778 0.83333333],0.878205128205128,0.882478632478632,0.880892255892256,0.882635552505148,0.893055555555556,0.88125,0.88,0.881856540084388,0.878157707271631,0.884696016771489,0.913419913419914,0.882870294262699,0.882523868825239,0.894781144781145,0.880892255892256
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166,8, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.59583333 0.5875     0.57083333 0.55882353 0.60504202],0.520100502512563,0.562814070351759,0.566767068273092,0.671503957783641,0.851170568561873,0.583612040133779,0.633397312859885,0.854922279792746,0.529900164286617,0.683636363636364,0.890995260663507,0.541754314823732,0.666408967916505,0.860279441117764,0.564988205407367
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdn,32,134,166,8, low_bits_4_shifted_2, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.59504132 0.56198347 0.54166667 0.5875     0.58333333],0.605985037406484,0.523690773067332,0.575274177467597,0.667547918043622,0.838870431893688,0.582225913621262,0.698473282442748,0.851162790697674,0.586871717929482,0.604554865424431,0.811111111111111,0.550351935646053,0.661904761904762,0.836509528585757,0.576827608693275
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200,12, low_bits_4, svd,1830,610,610,0.6,0.2,0.2, [0.74590164 0.71584699 0.72131148 0.71038251 0.69125683],0.692307692307692,0.58974358974359,0.810606060606061,0.861353711790393,0.862295081967213,0.86120218579235,0.742331288343558,0.870503597122302,0.688983141844733,0.633986928104575,0.723880597014925,0.592156125845592,0.81737012987013,0.847643097643097,0.810606060606061
svm_model_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200,12, low_bits_5, svdne,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.79301075 0.80810811 0.74054054 0.75945946 0.73243243],0.751908396946565,0.709923664122137,0.757996632996633,0.772774869109948,0.796976241900648,0.765658747300216,0.760147601476015,0.792307692307692,0.752214452214452,0.720588235294118,0.742424242424242,0.70967365967366,0.765593151243376,0.79040404040404,0.757996632996633
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.82236842 0.82565789 0.85526316 0.82450331 0.80463576],0.734883720930233,0.755813953488372,0.842592592592593,0.90070467648943,0.927440633245383,0.897757255936675,0.716417910447761,0.70935960591133,0.733534428506326,0.764044943820225,0.748898678414097,0.756222738221827,0.84468438538206,0.856060606060606,0.842592592592593
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163,12, low_bits_3, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.83988764 0.85393258 0.79661017 0.8220339  0.79943503],0.784053156146179,0.817275747508306,0.826178451178451,0.8351153629713,0.836527621195039,0.834836527621195,0.788273615635179,0.876811594202898,0.791166533297768,0.838709677419355,0.877300613496933,0.811838712545568,0.829690721649484,0.846801346801347,0.826178451178451
svm_model_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200,4, low_bits_6, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.83050847 0.74576271 0.81355932 0.81355932 0.76271186],0.801020408163265,0.76530612244898,0.803462321792261,0.825242718446602,0.864406779661017,0.816949152542373,0.836820083682008,0.943396226415094,0.788364779874214,0.790909090909091,0.935483870967742,0.773567178202317,0.820798514391829,0.894736842105263,0.802901207937878
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.68548387 0.7016129  0.68852459 0.7704918  0.71311475],0.745098039215686,0.696078431372549,0.842465753424658,0.925278219395866,0.947882736156352,0.923452768729642,0.759259259259259,0.752293577981651,0.744567841622405,0.696078431372549,0.763440860215054,0.701540249927347,0.8465204957102,0.87229862475442,0.842582060915222
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158,12, low_bits_5, svdne,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.81142857 0.85142857 0.87068966 0.84195402 0.82471264],0.765822784810127,0.791139240506329,0.887205387205387,0.925058548009368,0.905963302752294,0.926605504587156,0.75974025974026,0.829787234042553,0.772036474164134,0.813559322033898,0.822857142857143,0.787315096251267,0.886919831223629,0.884680134680135,0.887205387205387
svm_model_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200,6, low_bits_3, svdne,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.77586207 0.74137931 0.70689655 0.75581395 0.76744186],0.756944444444444,0.756944444444444,0.76005547850208,0.778969957081545,0.838337182448037,0.762124711316397,0.734848484848485,0.713235294117647,0.754643962848297,0.748201438848921,0.748201438848921,0.75665105499493,0.765264586160109,0.796610169491525,0.760702904909251
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.59649123 0.57894737 0.62280702 0.57894737 0.59821429],0.566137566137566,0.513227513227513,0.801268498942918,0.975177304964539,0.96830985915493,0.975352112676056,0.481012658227848,0.404255319148936,0.56528555431131,0.471264367816092,0.401960784313726,0.522819472616633,0.790178571428571,0.7375,0.802226394849785
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,1512,504,504,0.6,0.2,0.2, [0.51973684 0.53642384 0.51655629 0.53642384 0.55629139],0.560185185185185,0.523148148148148,0.803030303030303,0.952506596306068,0.955026455026455,0.952380952380952,0.613821138211382,0.71563981042654,0.563702258154447,0.592885375494071,0.678733031674208,0.519461302566962,0.813842482100239,0.861111111111111,0.803030303030303
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svd,26,137,163, zones, low_bits_4_shifted_2, svd,1704,568,568,0.6,0.2,0.2, [0.83040936 0.84795322 0.82352941 0.83529412 0.85882353],0.744047619047619,0.723214285714286,0.862373737373737,0.913551401869159,0.917840375586854,0.913145539906103,0.732919254658385,0.662921348314607,0.749182193144645,0.699029126213592,0.683544303797468,0.720985635044802,0.860435339308579,0.848484848484848,0.862373737373737
ensemble_model_v2_N4_B196_E200_nb_zones_8_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,1146,382,382,0.6,0.2,0.2, [0.60869565 0.59565217 0.7        0.5877193  0.63596491],0.628272251308901,0.675392670157068,0.794764397905759,0.890814558058925,0.897033158813263,0.890052356020942,0.648514851485149,0.651741293532338,0.62697561914186,0.677083333333333,0.670103092783505,0.675477078306646,0.798146240988672,0.800619834710744,0.794683590391465
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166,8, low_bits_6, svdn,1032,344,344,0.6,0.2,0.2, [0.55769231 0.63592233 0.53398058 0.59708738 0.62135922],0.491279069767442,0.5,0.786627906976744,0.98046875,0.972868217054264,0.98062015503876,0.54780361757106,0.623529411764706,0.492799188640974,0.57843137254902,0.666666666666667,0.49500998003992,0.79824079164376,0.841251448435689,0.786436692712594
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.50413223 0.52479339 0.50413223 0.55371901 0.525     ],0.564676616915423,0.539800995024876,0.799204771371769,0.963455149501661,0.960264900662252,0.963576158940397,0.545454545454546,0.532994923857868,0.56405843753869,0.529262086513995,0.512315270935961,0.54007723345793,0.796165489404642,0.785856573705179,0.79917828685259
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.85245902 0.8852459  0.85833333 0.83333333 0.83333333],0.761194029850746,0.761194029850746,0.853876739562624,0.914285714285714,0.900662251655629,0.915562913907285,0.791304347826087,0.883495145631068,0.758074103427779,0.773584905660377,0.788461538461538,0.760210150674068,0.85824493731919,0.87426326129666,0.853630624612113
svm_model_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170,8, lab, svdn,1146,382,382,0.6,0.2,0.2, [0.6173913  0.58695652 0.57826087 0.59649123 0.5877193 ],0.534031413612565,0.554973821989529,0.584293193717278,0.599640933572711,0.582897033158813,0.610820244328098,0.536458333333333,0.504901960784314,0.536158845560696,0.570707070707071,0.565,0.554478021978022,0.58078141499472,0.562947799385875,0.584796514912659
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200,4, low_bits_6, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.76271186 0.80508475 0.78813559 0.78448276 0.72413793],0.764102564102564,0.738461538461539,0.819672131147541,0.869421487603306,0.897610921501707,0.86518771331058,0.77,0.762376237623762,0.764166842216136,0.748768472906404,0.817204301075269,0.741935483870968,0.825396825396826,0.854209445585216,0.819742759602424
ensemble_model_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163,12, lab, svdn,1758,586,586,0.6,0.2,0.2, [0.51704545 0.50284091 0.55681818 0.54545455 0.52      ],0.540453074433657,0.517799352750809,0.877525252525252,1,1,1,0.529801324503311,0.519480519480519,0.540385421030582,0.491467576791809,0.464516129032258,0.517972350230415,0.876328091797705,0.867845117845118,0.877525252525253
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.84415584 0.81699346 0.82026144 0.87254902 0.8496732 ],0.734597156398104,0.725118483412322,0.859006734006734,0.930019620667103,0.928198433420365,0.930156657963446,0.732057416267943,0.746341463414634,0.73492188378105,0.746724890829694,0.788018433179724,0.723277509272789,0.860706860706861,0.871212121212121,0.859006734006734
ensemble_model_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120,12, low_bits_5, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.90607735 0.84530387 0.86944444 0.90833333 0.85833333],0.653846153846154,0.65034965034965,0.890151515151515,0.96528555431131,0.955654101995565,0.965631929046563,0.719546742209632,0.875862068965517,0.650696991929567,0.717514124293785,0.900709219858156,0.653802885791147,0.895306859205776,0.939393939393939,0.890151515151515
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.55232558 0.50581395 0.47674419 0.64534884 0.5755814 ],0.590909090909091,0.503496503496504,0.805865921787709,0.97813578826237,0.988372093023256,0.977906976744186,0.592334494773519,0.62043795620438,0.592098172733062,0.492857142857143,0.511111111111111,0.503899926416483,0.806406685236769,0.824786324786325,0.806228778831519
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdne,16,184,200,10, low_bits_4_shifted_2, svdne,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.73701299 0.76143791 0.73202614 0.7745098  0.78431373],0.758293838862559,0.779620853080569,0.841329966329966,0.879470198675497,0.866840731070496,0.881201044386423,0.77027027027027,0.863636363636364,0.764407467532467,0.816568047337278,0.924107142857143,0.770134379509379,0.846810239739943,0.877104377104377,0.841329966329966
ensemble_model_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166,10, lab, svdne,1386,462,462,0.6,0.2,0.2, [0.88129496 0.88129496 0.85971223 0.82246377 0.83333333],0.893939393939394,0.906926406926407,0.931168831168831,0.951272727272727,0.943722943722944,0.951659451659451,0.88631090487239,0.852678571428571,0.892725840336134,0.905908096280088,0.869747899159664,0.908088235294117,0.929739284136102,0.910822510822511,0.931168831168831
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.75961538 0.76923077 0.81730769 0.74038462 0.74038462],0.757225433526012,0.745664739884393,0.868360277136259,0.945098039215686,0.926923076923077,0.946153846153846,0.75,0.732558139534884,0.757083667468591,0.755555555555556,0.68,0.757808219178082,0.867132867132867,0.834080717488789,0.869421311125347
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170,4, low_bits_4, svdne,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.83333333 0.78676471 0.92647059 0.85294118 0.85294118],0.731277533039648,0.731277533039648,0.842429577464789,0.914798206278027,0.897360703812317,0.916422287390029,0.723981900452489,0.761904761904762,0.733411397345824,0.740425531914893,0.798165137614679,0.733828331519204,0.840888888888889,0.852252252252252,0.84264936192647
svm_model_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200,6, low_bits_2, svd,870,290,290,0.6,0.2,0.2, [0.79885057 0.72413793 0.77011494 0.77586207 0.76436782],0.768965517241379,0.775862068965517,0.793793103448276,0.804678362573099,0.790804597701149,0.808045977011494,0.789968652037618,0.812903225806452,0.765710872162485,0.767025089605735,0.76978417266187,0.775620563152127,0.794218857536132,0.791495198902606,0.793805851878488
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166,10, low_bits_3, svdn,1368,456,456,0.6,0.2,0.2, [0.62043796 0.5729927  0.5729927  0.54379562 0.55147059],0.598684210526316,0.603070175438597,0.728508771929825,0.816941852117731,0.83187134502924,0.81359649122807,0.609808102345416,0.635555555555556,0.599163059163059,0.623700623700624,0.641025641025641,0.602044352044352,0.73580879214682,0.754155730533683,0.728441101854353
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170,4, low_bits_6, svdn,526,175,175,0.600456621004566,0.199771689497717,0.199771689497717, [0.59433962 0.5        0.54716981 0.49038462 0.50961538],0.565714285714286,0.548571428571429,0.599315068493151,0.639705882352941,0.661596958174905,0.627376425855513,0.525,0.545454545454545,0.563543599257885,0.572972972972973,0.524752475247525,0.552916778164303,0.605174353205849,0.609977324263039,0.599241535694738
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200,6, low_bits_3, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.8021978  0.78333333 0.78333333 0.73888889 0.77222222],0.776666666666667,0.746666666666667,0.832223701731025,0.878754171301446,0.875831485587583,0.879157427937916,0.758122743682311,0.695364238410596,0.77721232054758,0.730496453900709,0.695945945945946,0.745999288762447,0.82716049382716,0.804,0.832186170212766
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_6_svdne,8,192,200, zones, low_bits_6, svdne,1752,584,584,0.6,0.2,0.2, [0.79545455 0.74857143 0.79714286 0.75428571 0.79142857],0.75,0.737179487179487,0.848905723905724,0.886738759248719,0.889269406392694,0.886415525114155,0.774566473988439,0.87012987012987,0.751520631267467,0.765714285714286,0.848101265822785,0.735738944599704,0.853648593558907,0.881313131313131,0.848905723905724
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170,8, low_bits_3, svd,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.83076923 0.84615385 0.85769231 0.85769231 0.8372093 ],0.793981481481482,0.803240740740741,0.884828862164662,0.943224829674489,0.959938366718028,0.942218798151002,0.809421841541756,0.814655172413793,0.792327586206897,0.800936768149883,0.85929648241206,0.807330644639506,0.887584650112867,0.910185185185185,0.884852296843979
ensemble_model_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158,12, low_bits_4, svdne,1734,578,578,0.6,0.2,0.2, [0.73563218 0.77298851 0.74277457 0.78034682 0.74277457],0.757009345794392,0.750778816199377,0.836279461279461,0.873424657534246,0.919261822376009,0.866782006920415,0.777142857142857,0.86624203821656,0.759340531303402,0.78021978021978,0.865853658536585,0.748213453472114,0.846790074832611,0.904882154882155,0.836279461279461
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200,12, low_bits_4, svd,1770,590,590,0.6,0.2,0.2, [0.74576271 0.75988701 0.7259887  0.74011299 0.72033898],0.702970297029703,0.742574257425743,0.738215488215488,0.75695931477516,0.798870056497175,0.743502824858757,0.695945945945946,0.695945945945946,0.702811682650392,0.745098039215686,0.735483870967742,0.742741935483871,0.748178137651822,0.777777777777778,0.738215488215488
svm_model_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200,12, low_bits_3, svd,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.74853801 0.7748538  0.75730994 0.70467836 0.73529412],0.706586826347305,0.769461077844311,0.753787878787879,0.752714113389626,0.730679156908665,0.759953161592506,0.697530864197531,0.656976744186046,0.708118001722653,0.757097791798107,0.740740740740741,0.768626184323859,0.745541539799913,0.721380471380471,0.753787878787879
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170,4, low_bits_4, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.92857143 0.82539683 0.83333333 0.86290323 0.86290323],0.644230769230769,0.615384615384615,0.851247600767754,0.998405103668262,1,0.998402555910543,0.666666666666667,0.747474747474748,0.648966731535539,0.622641509433962,0.717391304347826,0.625937031484258,0.853911404335532,0.898809523809524,0.852750486811825
svm_model_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200,6, low_bits_6, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.84705882 0.91071429 0.80357143 0.86309524 0.89285714],0.682142857142857,0.742857142857143,0.805991440798859,0.8719723183391,0.897862232779097,0.868171021377672,0.698305084745763,0.786259541984733,0.688431784415185,0.775,0.843537414965986,0.737558181167204,0.816464237516869,0.86552217453505,0.806160802772504
svm_model_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200,12, low_bits_2, svd,1830,610,610,0.6,0.2,0.2, [0.70491803 0.70491803 0.65846995 0.69125683 0.69945355],0.714285714285714,0.750915750915751,0.703703703703704,0.705696202531645,0.731147540983607,0.695081967213115,0.704545454545454,0.75609756097561,0.718048780487805,0.773333333333333,0.773333333333333,0.748455284552846,0.713821138211382,0.739057239057239,0.703703703703704
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166,8, low_bits_5, svdn,1020,340,340,0.6,0.2,0.2, [0.54411765 0.54411765 0.55392157 0.51960784 0.58333333],0.558823529411765,0.529411764705882,0.817647058823529,1,1,1,0.598930481283422,0.636363636363636,0.555986696230599,0.542857142857143,0.549132947976879,0.529057491952511,0.822247706422018,0.834691501746216,0.817464656937318
svm_model_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170,6, low_bits_2, svdne,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.82795699 0.88709677 0.80645161 0.78804348 0.84782609],0.714285714285714,0.665584415584416,0.784046692607004,0.846652267818575,0.846652267818575,0.846652267818575,0.690140845070423,0.748091603053435,0.7186785698883,0.68693009118541,0.719745222929936,0.664508373054372,0.783625730994152,0.802929427430093,0.784524132172695
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170,4, low_bits_6, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.55737705 0.56557377 0.64754098 0.50819672 0.60655738],0.477832512315271,0.566502463054187,0.80511811023622,0.993399339933993,0.986885245901639,0.99344262295082,0.535087719298245,0.642105263157895,0.487719298245614,0.653543307086614,0.768518518518518,0.552680311890838,0.818014705882353,0.875984251968504,0.805118110236221
ensemble_model_v2_N16_B184_E200_nb_zones_10_lab_svdne,16,184,200, zones, lab, svdne,1578,526,526,0.6,0.2,0.2, [0.82278481 0.85126582 0.81962025 0.80696203 0.85350318],0.884711779448621,0.872180451127819,0.89520202020202,0.907090464547677,0.9404309252218,0.903675538656527,0.890476190476191,0.935,0.884585427135678,0.875305623471883,0.899497487437186,0.872248743718593,0.898985801217039,0.932659932659933,0.89520202020202
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200,6, low_bits_2, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.73404255 0.75806452 0.80645161 0.75268817 0.76344086],0.761290322580645,0.716129032258065,0.875,0.965738758029979,0.967811158798283,0.965665236051502,0.75974025974026,0.790540540540541,0.762554220887554,0.726708074534162,0.745222929936306,0.715748719870114,0.875959079283887,0.888456549935149,0.875086149487421
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.79213483 0.7752809  0.74719101 0.77272727 0.72159091],0.742372881355932,0.698305084745763,0.81029810298103,0.870931537598204,0.875846501128668,0.87020316027088,0.765432098765432,0.837837837837838,0.742048170619599,0.698305084745763,0.78030303030303,0.706102435396914,0.814569536423841,0.850622406639004,0.811101375962264
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.78       0.86       0.89       0.76530612 0.83673469],0.672727272727273,0.709090909090909,0.87409200968523,0.995967741935484,0.995967741935484,0.995967741935484,0.614285714285714,0.544303797468354,0.66750073594348,0.666666666666667,0.578313253012048,0.709888333823097,0.866666666666667,0.824390243902439,0.873733583489681
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdn,32,134,166,8, low_bits_4_shifted_2, svdn,1164,388,388,0.6,0.2,0.2, [0.65384615 0.53418803 0.57327586 0.55603448 0.54741379],0.585051546391753,0.577319587628866,0.805154639175258,0.954032957502168,0.945017182130584,0.95446735395189,0.612048192771084,0.635,0.583457446808511,0.609523809523809,0.653061224489796,0.576530612244898,0.809859154929577,0.823108384458078,0.805005335680182
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166,8, low_bits_4, svdne,1286,428,428,0.600373482726424,0.199813258636788,0.199813258636788, [0.81395349 0.81782946 0.75193798 0.76171875 0.80078125],0.661214953271028,0.72196261682243,0.831465919701214,0.922832140015911,0.902021772939347,0.92457231726283,0.719535783365571,0.805194805194805,0.648790295998418,0.733780760626398,0.807881773399015,0.72616310892173,0.837460603331832,0.863509749303621,0.831285391083735
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200,6, low_bits_6, svd,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.85227273 0.81609195 0.86781609 0.79310345 0.85057471],0.748275862068966,0.772413793103448,0.853305785123967,0.915525114155251,0.919724770642202,0.915137614678899,0.743859649122807,0.697368421052632,0.750858123569794,0.759124087591241,0.722222222222222,0.7720700152207,0.851567944250871,0.834699453551912,0.853460837887067
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200,12, low_bits_5, svdne,1746,582,582,0.6,0.2,0.2, [0.73428571 0.72857143 0.77142857 0.73275862 0.74425287],0.73015873015873,0.733333333333333,0.893518518518519,0.952861952861953,0.972508591065292,0.951890034364261,0.738461538461538,0.75,0.729838709677419,0.735849056603773,0.754838709677419,0.73366935483871,0.895670103092784,0.914141414141414,0.893518518518519
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_4_shifted_2_svdne,40,80,120, zones, low_bits_4_shifted_2, svdne,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.93406593 0.8956044  0.87637363 0.90934066 0.91208791],0.719424460431654,0.719424460431654,0.919191919191919,0.980066445182724,0.972527472527472,0.98021978021978,0.736486486486487,0.819548872180451,0.723567539538501,0.743421052631579,0.779310344827586,0.716722841586725,0.920199501246883,0.931818181818182,0.919191919191919
svm_model_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163,10, low_bits_4, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.78618421 0.77631579 0.78289474 0.76644737 0.76973684],0.72196261682243,0.66588785046729,0.795875420875421,0.85396201702685,0.857894736842105,0.853289473684211,0.704714640198511,0.706467661691542,0.721075240537401,0.672768878718535,0.647577092511013,0.667072128345059,0.795099281791297,0.792087542087542,0.795875420875421
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.53043478 0.53508772 0.53947368 0.51315789 0.54385965],0.53421052631579,0.542105263157895,0.809674027339642,0.990393013100437,0.992994746059545,0.990367775831874,0.525469168900804,0.526881720430108,0.534059416916085,0.52972972972973,0.569767441860465,0.544499105545617,0.808262711864407,0.821313240043057,0.809937195561097
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.59016393 0.51639344 0.56557377 0.54918033 0.59166667],0.594059405940594,0.52970297029703,0.810276679841897,0.975206611570248,0.970394736842105,0.975328947368421,0.663934426229508,0.736363636363636,0.580138339920949,0.56221198156682,0.564814814814815,0.527088258471237,0.819887429643527,0.837164750957854,0.80939870200954
svm_model_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200,10, low_bits_2, svd,1500,500,500,0.6,0.2,0.2, [0.67 0.67 0.65 0.69 0.66],0.636986301369863,0.614155251141553,0.65993265993266,0.685452162516383,0.697333333333333,0.68,0.69364161849711,0.779220779220779,0.628740824392998,0.63019693654267,0.695652173913043,0.618388857519292,0.677058353317346,0.712962962962963,0.65993265993266
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170,6, low_bits_2, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.86263736 0.88461538 0.9010989  0.88461538 0.87912088],0.752475247524752,0.742574257425743,0.847625329815303,0.910138248847926,0.868131868131868,0.914285714285714,0.747474747474748,0.720779220779221,0.75300706005404,0.74,0.716129032258065,0.743199651264168,0.842320819112628,0.807591623036649,0.847944747688537
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,1476,492,492,0.6,0.2,0.2, [0.5777027  0.53378378 0.55067568 0.56462585 0.53061224],0.526666666666667,0.468888888888889,0.792929292929293,0.972789115646259,0.968834688346884,0.97289972899729,0.594285714285714,0.658227848101266,0.519254769121055,0.522954091816367,0.615023474178404,0.476288108397219,0.802884615384615,0.843434343434343,0.792929292929293
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_shifted_2_svdne,16,184,200, zones, low_bits_4_shifted_2, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.77152318 0.78807947 0.79801325 0.77483444 0.78      ],0.71889400921659,0.693548387096774,0.820707070707071,0.886378737541528,0.884615384615385,0.886604774535809,0.732456140350877,0.701680672268908,0.720738295318127,0.685579196217494,0.739795918367347,0.697629051620648,0.821308724832215,0.824074074074074,0.820707070707071
ensemble_model_v2_N32_B134_E166_nb_zones_10_lab_svdne,32,134,166, zones, lab, svdne,1510,503,503,0.600158982511924,0.199920508744038,0.199920508744038, [0.8807947  0.89403974 0.88741722 0.88741722 0.87748344],0.866050808314088,0.863741339491917,0.918771043771044,0.950391644908616,0.964238410596026,0.949668874172186,0.868778280542987,0.831168831168831,0.868554712614119,0.859857482185273,0.896039603960396,0.865768719729116,0.919415448851775,0.926767676767677,0.918771043771044
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_5_svdne,16,142,158, zones, low_bits_5, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.85164835 0.84340659 0.82044199 0.82596685 0.86187845],0.822064056939502,0.790035587188612,0.898148148148148,0.925322852330151,0.908489525909592,0.926681367144432,0.832214765100671,0.849315068493151,0.820953830542872,0.797250859106529,0.859259259259259,0.792643328259767,0.89789029535865,0.895622895622896,0.898148148148148
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.76595745 0.82795699 0.82795699 0.83333333 0.81182796],0.748387096774194,0.758064516129032,0.84020618556701,0.90073145245559,0.924892703862661,0.898068669527897,0.732876712328767,0.690322580645161,0.748387096774194,0.745762711864407,0.691823899371069,0.759819234453746,0.839378238341969,0.830769230769231,0.840255081705859
svm_model_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170,4, low_bits_6, svdne,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.92982456 0.94642857 0.80357143 0.91964286 0.91071429],0.850267379679144,0.796791443850267,0.877136752136752,0.910420475319927,0.886120996441281,0.912811387900356,0.831325301204819,0.851851851851852,0.850454227812718,0.820754716981132,0.828571428571429,0.792334494773519,0.875675675675676,0.867237687366167,0.87711564538884
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_svd,4,196,200, zones, low_bits_4, svd,1782,594,594,0.6,0.2,0.2, [0.66480447 0.68539326 0.69662921 0.68258427 0.69382022],0.693602693602694,0.673400673400673,0.819444444444444,0.868807838867719,0.895622895622896,0.864758698092031,0.705501618122977,0.741496598639456,0.694081632653061,0.67986798679868,0.686666666666667,0.673265306122449,0.824826459779502,0.85016835016835,0.819444444444444
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.86746988 0.85542169 0.79518072 0.81097561 0.79268293],0.694545454545455,0.738181818181818,0.85828488372093,0.952380952380952,0.944309927360775,0.952784503631961,0.664,0.610294117647059,0.693636267456623,0.7,0.631578947368421,0.734803558191253,0.851031321619557,0.816715542521994,0.857925494603937
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.55298013 0.55629139 0.5        0.54666667 0.55      ],0.538990825688073,0.584862385321101,0.828703703703704,0.983366600133067,0.982712765957447,0.983377659574468,0.550335570469799,0.577464788732394,0.539853470599381,0.585812356979405,0.573991031390135,0.585117581422767,0.829493087557604,0.833333333333333,0.828703703703704
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_3_svd,8,192,200, zones, low_bits_3, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.74728261 0.76630435 0.73497268 0.73770492 0.72677596],0.726937269372694,0.782287822878229,0.82449494949495,0.842746400885936,0.829880043620502,0.845147219193021,0.713178294573643,0.686567164179104,0.726495260921669,0.775665399239544,0.744525547445255,0.782710534916658,0.820799312419424,0.803872053872054,0.82449494949495
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svd,40,130,170,4, low_bits_4_shifted_2, svd,660,220,220,0.6,0.2,0.2, [0.90909091 0.93939394 0.92424242 0.89393939 0.89393939],0.622727272727273,0.663636363636364,0.837272727272727,0.967164179104478,0.981818181818182,0.966666666666667,0.686792452830189,0.728,0.606105263157895,0.715384615384615,0.788135593220339,0.653871718178797,0.85020920502092,0.886561954624782,0.835121584523017
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170,6, low_bits_4, svd,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.88709677 0.8655914  0.90322581 0.8655914  0.9076087 ],0.747572815533981,0.776699029126214,0.904915912031048,1,1,1,0.763636363636364,0.857142857142857,0.752645502645503,0.795252225519288,0.864516129032258,0.776413908671973,0.907836990595611,0.945169712793734,0.905277164089175
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163,12, low_bits_2, svd,1746,582,582,0.6,0.2,0.2, [0.83428571 0.79142857 0.79428571 0.80747126 0.83908046],0.761904761904762,0.784126984126984,0.816498316498316,0.83399433427762,0.843069873997709,0.832187857961054,0.757281553398058,0.754838709677419,0.76179435483871,0.792682926829268,0.8125,0.78366935483871,0.818484596169858,0.827441077441077,0.816498316498317
svm_model_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200,4, low_bits_5, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.73275862 0.80701754 0.79824561 0.75438596 0.78947368],0.742105263157895,0.715789473684211,0.867647058823529,0.958105646630237,0.91958041958042,0.95979020979021,0.756218905472637,0.783505154639175,0.741214942910985,0.742857142857143,0.75,0.712209302325581,0.86875,0.856262833675565,0.867916363074341
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.85123967 0.79338843 0.81818182 0.87190083 0.84297521],0.781637717121588,0.816377171215881,0.880456349206349,0.934656741108354,0.933884297520661,0.934710743801653,0.789473684210526,0.829145728643216,0.782219923145138,0.821256038647343,0.833333333333333,0.816164154103853,0.881920627143557,0.892857142857143,0.880456349206349
svm_model_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200,8, low_bits_3, svd,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.78571429 0.79411765 0.76470588 0.84322034 0.77542373],0.691139240506329,0.721518987341772,0.783906882591093,0.841849148418491,0.875210792580101,0.835581787521079,0.748971193415638,0.928571428571429,0.692928930366116,0.771784232365145,0.948979591836735,0.723233514511332,0.805997273966379,0.900507614213198,0.784259861597013
ensemble_model_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170,8, lab, svdn,1284,428,428,0.6,0.2,0.2, [0.52713178 0.55813953 0.5859375  0.58984375 0.56640625],0.598130841121495,0.579439252336449,0.833644859813084,0.996884735202492,0.996884735202492,0.996884735202492,0.635593220338983,0.721153846153846,0.601486013986014,0.634146341463415,0.690265486725664,0.57285551564006,0.841637010676157,0.879182156133829,0.833388070548117
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170,4, low_bits_6, svdne,528,176,176,0.6,0.2,0.2, [0.88679245 0.89622642 0.90566038 0.89622642 0.82692308],0.801136363636364,0.789772727272727,0.896590909090909,0.963106796116505,0.939393939393939,0.964015151515152,0.835680751173709,0.872549019607843,0.787625861155273,0.81025641025641,0.908045977011494,0.79110164019114,0.901408450704225,0.918322295805739,0.895929297785774
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163,12, low_bits_3, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.83701657 0.82222222 0.82777778 0.85277778 0.82777778],0.742160278745645,0.724738675958188,0.848905723905724,0.889366272824919,0.918978912319645,0.885682574916759,0.751677852348993,0.751677852348993,0.741780955160004,0.704119850187266,0.681159420289855,0.723130045715397,0.852080758137618,0.87037037037037,0.848905723905724
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svd,40,130,170,4, low_bits_4_shifted_2, svd,544,181,181,0.600441501103753,0.199779249448124,0.199779249448124, [0.94545455 0.91818182 0.91666667 0.92592593 0.98148148],0.751381215469613,0.762430939226519,0.880794701986755,0.963369963369963,0.966911764705882,0.963235294117647,0.748603351955307,0.744444444444444,0.751343101343101,0.762430939226519,0.766666666666667,0.762454212454212,0.880794701986755,0.882743362831858,0.88079899419126
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.54017857 0.53125    0.53571429 0.53125    0.47747748],0.489247311827957,0.516129032258065,0.793233082706767,0.986642920747996,0.991055456171735,0.986583184257603,0.507772020725389,0.505154639175258,0.488532375767404,0.545454545454546,0.54,0.514186046511628,0.797900262467192,0.797481636935992,0.79313025741189
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200,4, low_bits_5, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.74137931 0.68965517 0.72413793 0.74137931 0.79310345],0.694300518134715,0.725388601036269,0.813664596273292,0.880701754385965,0.86551724137931,0.882758620689655,0.677595628415301,0.601941747572815,0.700970873786408,0.707182320441989,0.666666666666667,0.725085910652921,0.80728051391863,0.770961145194274,0.81420174660133
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,852,284,284,0.6,0.2,0.2, [0.77906977 0.74117647 0.72941176 0.75294118 0.8       ],0.764084507042254,0.774647887323944,0.850704225352113,0.908680947012401,0.946009389671362,0.904929577464789,0.749063670411985,0.719424460431654,0.763160506077896,0.751937984496124,0.702898550724638,0.772682152074648,0.84985835694051,0.85348506401138,0.850731374404574
svm_model_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166,8, low_bits_6, svdne,1080,360,360,0.6,0.2,0.2, [0.84722222 0.87962963 0.85648148 0.86574074 0.83796296],0.786111111111111,0.769444444444444,0.844444444444444,0.886363636363636,0.866666666666667,0.888888888888889,0.774193548387097,0.705882352941176,0.789357361441686,0.741433021806854,0.695906432748538,0.765942634363687,0.837019790454016,0.800668151447661,0.844347379493232
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdne,26,137,163,12, low_bits_4_shifted_2, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.82336957 0.83967391 0.79891304 0.84782609 0.83606557],0.721189591078067,0.728624535315985,0.814814814814815,0.840785169029444,0.838955386289445,0.841131664853101,0.740484429065744,0.764285714285714,0.719352159468439,0.736462093862816,0.790697674418605,0.731063122923588,0.816666666666667,0.824915824915825,0.814814814814815
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166,8, low_bits_4, svdne,1158,386,386,0.6,0.2,0.2, [0.80603448 0.7887931  0.7887931  0.81896552 0.76956522],0.72020725388601,0.72020725388601,0.800518134715026,0.858340318524727,0.884283246977547,0.85405872193437,0.748837209302326,0.829896907216495,0.719635953608247,0.756756756756757,0.857142857142857,0.718045112781955,0.813739719400097,0.867905056759546,0.800237648046786
svm_model_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200,6, low_bits_6, svdne,810,270,270,0.6,0.2,0.2, [0.81481481 0.86419753 0.87654321 0.85185185 0.82716049],0.755555555555556,0.72962962962963,0.805185185185185,0.85024154589372,0.869135802469136,0.846913580246913,0.757352941176471,0.725352112676056,0.757207306338028,0.728624535315985,0.690140845070423,0.731789172535211,0.807888970051132,0.802612481857765,0.805239675119503
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170,6, low_bits_4, svd,770,256,256,0.600624024960998,0.199687987519501,0.199687987519501, [0.88311688 0.87662338 0.88311688 0.81168831 0.85714286],0.7109375,0.7421875,0.889235569422777,0.99740932642487,1,0.997402597402597,0.715384615384616,0.715384615384615,0.710866910866911,0.759124087591241,0.759124087591241,0.740906581610747,0.891271056661562,0.892638036809816,0.889176161262051
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.89393939 0.9469697  0.93939394 0.97692308 0.95384615],0.688073394495413,0.711009174311927,0.85989010989011,0.965625,0.942073170731707,0.966463414634146,0.736434108527132,0.863636363636364,0.686447811447812,0.754863813229572,0.873873873873874,0.707964974320115,0.867532467532467,0.912568306010929,0.859599070132536
ensemble_model_v2_N40_B80_E120_nb_zones_12_low_bits_5_svdne,40,80,120, zones, low_bits_5, svdne,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.8699422  0.89017341 0.88081395 0.87790698 0.89825581],0.634969325153374,0.665644171779141,0.877946127946128,0.963615023474178,0.952436194895592,0.964037122969838,0.673972602739726,0.778481012658228,0.639240506329114,0.709333333333333,0.791666666666667,0.66165611814346,0.881342062193126,0.906565656565657,0.877946127946128
svm_model_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200,6, low_bits_2, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.69230769 0.75824176 0.75274725 0.72527473 0.67582418],0.752475247524752,0.752475247524752,0.739445910290237,0.736275565123789,0.751648351648351,0.730769230769231,0.776119402985075,0.921985815602837,0.763462043603888,0.785100286532951,0.88961038961039,0.750174322321973,0.755114693118413,0.812,0.74020365535248
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.82786885 0.86065574 0.79166667 0.825      0.825     ],0.711442786069652,0.671641791044776,0.8389662027833,0.93687707641196,0.933774834437086,0.937086092715232,0.756302521008403,0.927835051546392,0.718725218080888,0.731707317073171,0.841121495327103,0.659922449791211,0.850828729281768,0.91304347826087,0.838521739130435
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svd,40,130,170, zones, low_bits_4_shifted_2, svd,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.85454545 0.91666667 0.81481481 0.87037037 0.91666667],0.694444444444444,0.766666666666667,0.862527716186253,0.95045871559633,0.955719557195572,0.950184501845019,0.729064039408867,0.831460674157303,0.695950117298432,0.810810810810811,0.9,0.75,0.872164948453608,0.919565217391304,0.861366319102892
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166,10, low_bits_3, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.61643836 0.66780822 0.56506849 0.6369863  0.66438356],0.596069868995633,0.602620087336245,0.800084175084175,0.925824175824176,0.923287671232877,0.926027397260274,0.610526315789474,0.662100456621005,0.598832655088745,0.631578947368421,0.652719665271967,0.600332435375709,0.804123711340206,0.820707070707071,0.800084175084175
svm_model_N16_B184_E200_nb_zones_12_lab_svd,16,184,200,12, lab, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.84659091 0.85511364 0.84090909 0.86647727 0.88636364],0.795454545454545,0.824675324675325,0.847222222222222,0.866738894907909,0.909090909090909,0.860227272727273,0.813056379821958,0.919463087248322,0.799354185133595,0.849162011173184,0.955974842767296,0.820269300578279,0.857142857142857,0.916666666666667,0.847222222222222
ensemble_model_v2_N16_B142_E158_nb_zones_12_low_bits_4_svdne,16,142,158, zones, low_bits_4, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.77932961 0.79888268 0.76815642 0.77374302 0.79608939],0.706484641638225,0.665529010238908,0.835858585858586,0.8859357696567,0.893854748603352,0.884916201117318,0.73125,0.75974025974026,0.703611137064375,0.664383561643836,0.697841726618705,0.667102681491171,0.838709677419355,0.853535353535353,0.835858585858586
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166,10, low_bits_2, svdn,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.56451613 0.52258065 0.59415584 0.54220779 0.57142857],0.524038461538462,0.557692307692308,0.57449494949495,0.567697594501718,0.534974093264249,0.592616580310881,0.535211267605634,0.513513513513513,0.524797993870159,0.530612244897959,0.536082474226804,0.55632952540169,0.555213374395073,0.531144781144781,0.57449494949495
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdn,32,134,166, zones, low_bits_4_shifted_2, svdn,1218,406,406,0.6,0.2,0.2, [0.58606557 0.56557377 0.59836066 0.57377049 0.55785124],0.566502463054187,0.568965517241379,0.813793103448276,0.97795918367347,0.983579638752052,0.977832512315271,0.562189054726368,0.576530612244898,0.566836734693878,0.576271186440678,0.592039800995025,0.569190632204829,0.814705882352941,0.826043737574553,0.813900775037276
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200,12, low_bits_4, svd,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.70786517 0.72881356 0.72033898 0.74576271 0.73446328],0.708609271523179,0.774834437086093,0.818602693602693,0.849149753154141,0.873589164785553,0.844808126410835,0.726708074534162,0.818181818181818,0.71412235563179,0.786163522012579,0.786163522012579,0.77420064212517,0.825010150223305,0.855218855218855,0.818602693602694
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200,4, low_bits_4, svd,588,196,196,0.6,0.2,0.2, [0.8220339  0.77118644 0.80508475 0.72033898 0.70689655],0.658163265306122,0.63265306122449,0.716326530612245,0.805594405594406,0.979591836734694,0.763605442176871,0.691244239631336,0.914634146341463,0.69415917843389,0.704918032786885,0.843137254901961,0.623696287025448,0.763605442176871,0.939330543933054,0.721657303839037
svm_model_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163,10, low_bits_6, svdne,1488,496,496,0.6,0.2,0.2, [0.84899329 0.85234899 0.84899329 0.84228188 0.86148649],0.788288288288288,0.831081081081081,0.845959595959596,0.867696440564137,0.868279569892473,0.86760752688172,0.799145299145299,0.869767441860465,0.790778917436783,0.84725050916497,0.908296943231441,0.828567076266883,0.850490196078431,0.876262626262626,0.845959595959596
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200,12, low_bits_2, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.725      0.73055556 0.74722222 0.70833333 0.71787709],0.695501730103806,0.640138408304498,0.819023569023569,0.868798235942668,0.876529477196885,0.867630700778643,0.717948717948718,0.777777777777778,0.695785440613027,0.679012345679012,0.758620689655172,0.639727011494253,0.824489795918367,0.85016835016835,0.819023569023569
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdn,40,130,170,4, low_bits_4_shifted_2, svdn,512,170,170,0.60093896713615,0.199530516431925,0.199530516431925, [0.57692308 0.54901961 0.52941176 0.59803922 0.51960784],0.623529411764706,0.576470588235294,0.604460093896714,0.655231560891938,0.74609375,0.607421875,0.676767676767677,0.761363636363636,0.618486696230599,0.617021276595745,0.743589743589744,0.589186176142698,0.652218782249742,0.748815165876777,0.605802931775598
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163,10, low_bits_4, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.77054795 0.79794521 0.77241379 0.74482759 0.79310345],0.715835140997831,0.770065075921909,0.803872053872054,0.843899113837764,0.851444291609353,0.842503438789546,0.732106339468303,0.701960784313725,0.717485246525795,0.760180995475113,0.815533980582524,0.774433656957929,0.805671392827356,0.813131313131313,0.803872053872054
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170,4, low_bits_5, svd,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.9047619  0.87903226 0.89516129 0.86290323 0.84677419],0.628019323671498,0.628019323671498,0.8503861003861,0.998389694041868,0.996784565916399,0.998392282958199,0.65158371040724,0.654545454545455,0.626241799437676,0.672340425531915,0.731481481481482,0.623316498316498,0.856081708449396,0.871455576559546,0.849928971711726
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200,12, low_bits_3, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.68333333 0.74444444 0.69722222 0.71666667 0.70949721],0.757785467128028,0.785467128027682,0.81986531986532,0.835005574136009,0.833147942157953,0.835372636262514,0.753521126760563,0.804511278195489,0.761229998072103,0.802547770700637,0.807692307692308,0.783545401966455,0.821070234113712,0.826599326599327,0.81986531986532
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200,8, low_bits_3, svd,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.73622047 0.77559055 0.77380952 0.78174603 0.77777778],0.726840855106888,0.729216152019002,0.854226020892687,0.93719806763285,0.920886075949367,0.938291139240506,0.751619870410367,0.861386138613861,0.732062932320629,0.772908366533865,0.915094339622642,0.727882098040986,0.860897145446307,0.908221797323136,0.854582596774775
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200,6, low_bits_6, svdne,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.80927835 0.73195876 0.77835052 0.77835052 0.74742268],0.804953560371517,0.767801857585139,0.857673267326733,0.908183632734531,0.938144329896907,0.905154639175258,0.820512820512821,0.883435582822086,0.804217791411043,0.766355140186916,0.831081081081081,0.772683397683398,0.862604540023895,0.907035175879397,0.858395636720186
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_5_svdne,8,192,200, zones, low_bits_5, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.72404372 0.75824176 0.74450549 0.74450549 0.75549451],0.754512635379061,0.714801444043321,0.847222222222222,0.884861407249467,0.911086717892426,0.881448957189901,0.76056338028169,0.776978417266187,0.754431237618601,0.708487084870849,0.695652173913043,0.714732561776666,0.850678733031674,0.87037037037037,0.847222222222222
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200,6, low_bits_2, svdne,876,292,292,0.6,0.2,0.2, [0.82954545 0.72727273 0.82386364 0.75287356 0.77586207],0.695205479452055,0.729452054794521,0.803424657534247,0.870229007633588,0.910958904109589,0.864155251141552,0.704318936877076,0.688311688311688,0.695605119518163,0.739273927392739,0.727272727272727,0.729578392621871,0.811308349769888,0.827077747989276,0.802894616291557
svm_model_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200,4, low_bits_5, svdne,660,220,220,0.6,0.2,0.2, [0.73484848 0.75757576 0.79545455 0.76515152 0.75757576],0.740909090909091,0.754545454545455,0.785454545454545,0.815905743740795,0.839393939393939,0.810606060606061,0.759493670886076,0.841121495327103,0.743569597221073,0.780487804878049,0.897196261682243,0.758332644115458,0.796901893287435,0.851102941176471,0.786162981379602
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.83333333 0.8313253  0.81325301 0.85542169 0.84337349],0.689530685920578,0.747292418772563,0.881673881673882,0.990314769975787,0.983173076923077,0.990384615384615,0.67910447761194,0.689393939393939,0.689524555903866,0.755244755244755,0.765957446808511,0.746949311639549,0.881159420289855,0.882438316400581,0.881678268673748
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200,4, low_bits_4, svd,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.67857143 0.75892857 0.71428571 0.72727273 0.81818182],0.735135135135135,0.643243243243243,0.758099352051836,0.802893309222423,0.798561151079137,0.803956834532374,0.695652173913044,0.708860759493671,0.731788870312873,0.602409638554217,0.595238095238095,0.639203206034889,0.745454545454545,0.743764172335601,0.757449096477079
svm_model_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166,8, low_bits_5, svdne,1206,402,402,0.6,0.2,0.2, [0.8677686  0.83884298 0.83884298 0.84166667 0.85416667],0.813432835820895,0.843283582089552,0.855223880597015,0.870448772226926,0.85240464344942,0.873134328358209,0.830699774266366,0.915422885572139,0.813432835820895,0.854503464203233,0.898058252427184,0.841886269070735,0.858531842489062,0.874257425742574,0.855128712871287
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200,10, low_bits_2, svd,1624,541,541,0.600147819660015,0.199926090169993,0.199926090169993, [0.66564417 0.6993865  0.64814815 0.65740741 0.69444444],0.638297872340426,0.662234042553192,0.816077441077441,0.892857142857143,0.892857142857143,0.892857142857143,0.597633136094674,0.551912568306011,0.636059911096011,0.652054794520548,0.616580310880829,0.663481412271016,0.812204555221315,0.795454545454545,0.816077441077441
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svdn,40,130,170, zones, lab, svdn,1034,344,344,0.600464576074332,0.199767711962834,0.199767711962834, [0.57692308 0.54807692 0.50970874 0.5776699  0.62135922],0.549418604651163,0.529069767441861,0.79849012775842,0.970986460348162,0.970986460348162,0.970986460348163,0.488448844884488,0.486842105263158,0.542900219298246,0.562162162162162,0.544502617801047,0.527153269684837,0.796719390743995,0.790697674418605,0.798481087789349
svm_model_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163,10, low_bits_5, svdne,1542,514,514,0.6,0.2,0.2, [0.79354839 0.86688312 0.86363636 0.84090909 0.83116883],0.834532374100719,0.839328537170264,0.861111111111111,0.871693121693122,0.85473411154345,0.874189364461738,0.831295843520782,0.817307692307692,0.834491166728009,0.83855421686747,0.832535885167464,0.839344865660655,0.858732876712329,0.844276094276094,0.861111111111111
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170,6, low_bits_6, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.9244186  0.8372093  0.89534884 0.90697674 0.88953488],0.818181818181818,0.832167832167832,0.875,0.903304773561812,0.858139534883721,0.908139534883721,0.81294964028777,0.818840579710145,0.818204073638856,0.843137254901961,0.826923076923077,0.832692307692308,0.872234118486795,0.843922651933701,0.875351156475325
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170,8, low_bits_3, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.60267857 0.59459459 0.67567568 0.63513514 0.62612613],0.645945945945946,0.675675675675676,0.643088552915767,0.651360544217687,0.688848920863309,0.631294964028777,0.666666666666667,0.715846994535519,0.646693550743695,0.704433497536946,0.752631578947368,0.673538011695906,0.665316455696203,0.707212055974166,0.642880134162598
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170,8, low_bits_2, svd,1098,366,366,0.6,0.2,0.2, [0.80454545 0.83181818 0.8        0.74545455 0.81192661],0.811475409836066,0.871584699453552,0.817486338797814,0.805357142857143,0.821493624772313,0.801457194899818,0.780952380952381,0.76875,0.806705097087379,0.868347338935574,0.851648351648352,0.871476349737219,0.813616071428571,0.818181818181818,0.817504114628715
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166,8, low_bits_6, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.83870968 0.88709677 0.86693548 0.85080645 0.85772358],0.803398058252427,0.837378640776699,0.87827352085354,0.918833727344366,0.941841680129241,0.916801292407108,0.813793103448276,0.889447236180904,0.806225965508293,0.854030501089325,0.890909090909091,0.833475378787879,0.883957466481738,0.921001926782274,0.877981432141137
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170,4, low_bits_5, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.93220339 0.88983051 0.89830508 0.90677966 0.93220339],0.770408163265306,0.775510204081633,0.882892057026477,0.955479452054795,0.945762711864407,0.95593220338983,0.788732394366197,0.933333333333333,0.782704402515723,0.805309734513274,0.919191919191919,0.774028949286681,0.887585532746823,0.93801652892562,0.883666899000962
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdn,40,130,170,4, low_bits_4_shifted_2, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.6        0.62037037 0.63888889 0.64814815 0.7037037 ],0.533333333333333,0.561111111111111,0.80709534368071,0.979816513761468,0.985239852398524,0.97970479704797,0.543478260869565,0.568181818181818,0.534090909090909,0.558659217877095,0.555555555555556,0.561111111111111,0.808370044052863,0.817371937639198,0.807140714956465
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.83606557 0.84016393 0.84016393 0.82644628 0.83057851],0.669135802469136,0.691358024691358,0.853405725567621,0.96849087893864,0.960526315789473,0.96875,0.689814814814815,0.70952380952381,0.667582417582418,0.709976798143851,0.768844221105528,0.69267453773723,0.856452392460126,0.871189773844641,0.853335223889615
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200,4, low_bits_5, svdne,644,214,214,0.600746268656716,0.199626865671642,0.199626865671642, [0.85384615 0.86923077 0.84375    0.828125   0.8515625 ],0.714953271028037,0.686915887850467,0.836753731343284,0.926677067082683,0.922360248447205,0.927018633540373,0.742616033755274,0.822429906542056,0.714953271028037,0.688372093023256,0.718446601941748,0.688052129799703,0.839890210430009,0.862781954887218,0.836946532999164
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svdn,26,137,163, zones, lab, svdn,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.51086957 0.48913043 0.5298913  0.5298913  0.52445652],0.555970149253731,0.48134328358209,0.886363636363636,0.993478260869565,0.993478260869565,0.993478260869565,0.567272727272727,0.545454545454545,0.556727272727273,0.475471698113208,0.504,0.482769230769231,0.88655462184874,0.888047138047138,0.886363636363636
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,594,198,198,0.6,0.2,0.2, [0.75       0.76666667 0.75423729 0.79661017 0.77118644],0.747474747474748,0.686868686868687,0.853535353535353,0.945812807881774,0.96969696969697,0.944444444444444,0.75,0.842696629213483,0.756210699927842,0.677083333333333,0.714285714285714,0.688918558077437,0.855144855144855,0.89727463312369,0.855070065099857
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,938,312,312,0.600512163892445,0.199743918053777,0.199743918053777, [0.78191489 0.78191489 0.80851064 0.74468085 0.78494624],0.794871794871795,0.788461538461538,0.867477592829705,0.917647058823529,0.914712153518124,0.917910447761194,0.786666666666667,0.808219178082192,0.795675854101337,0.807017543859649,0.793103448275862,0.787856071964018,0.868738110336081,0.868187579214195,0.867470244975791
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svd,16,184,200,12, low_bits_4_shifted_2, svd,1788,596,596,0.6,0.2,0.2, [0.77653631 0.74860335 0.7877095  0.74860335 0.77808989],0.751700680272109,0.761904761904762,0.765151515151515,0.763262977752424,0.748322147651007,0.767897091722595,0.768253968253968,0.83448275862069,0.752811849109003,0.774193548387097,0.805369127516778,0.761305253413562,0.765349032800673,0.765993265993266,0.765151515151515
svm_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdne,32,134,166,8, low_bits_4_shifted_2, svdne,1158,386,386,0.6,0.2,0.2, [0.84482759 0.85344828 0.90086207 0.88793103 0.83478261],0.764248704663213,0.756476683937824,0.838860103626943,0.890243902439024,0.882556131260794,0.89119170984456,0.767263427109974,0.746268656716418,0.765026220250101,0.751322751322751,0.724489795918367,0.756981740064447,0.837767344809598,0.822745901639344,0.839045906794515
svm_model_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200,12, low_bits_4, svdne,1746,582,582,0.6,0.2,0.2, [0.72571429 0.70857143 0.69428571 0.66091954 0.71551724],0.73015873015873,0.707936507936508,0.707912457912458,0.717640633533588,0.752577319587629,0.70389461626575,0.741641337386018,0.748466257668712,0.729496286729093,0.7125,0.75,0.709355828220859,0.720161290322581,0.751683501683502,0.707912457912458
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,506,168,168,0.600950118764846,0.199524940617577,0.199524940617577, [0.94117647 0.96078431 0.95098039 0.96       0.93      ],0.803571428571429,0.75,0.910926365795724,1,1,1,0.802395209580838,0.82716049382716,0.80438484461473,0.734177215189873,0.69047619047619,0.75,0.909747292418773,0.904306220095694,0.910879525142186
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.70833333 0.825      0.76666667 0.77118644 0.80508475],0.792929292929293,0.666666666666667,0.848790322580645,0.928213689482471,0.932885906040268,0.927852348993288,0.819383259911894,0.939393939393939,0.792929292929293,0.702702702702703,0.886363636363636,0.688636363636364,0.856870229007633,0.925773195876289,0.850460562435186
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.75543478 0.73913043 0.75543478 0.75543478 0.73369565],0.76797385620915,0.790849673202614,0.847258485639686,0.891566265060241,0.884782608695652,0.892391304347826,0.77742946708464,0.760736196319018,0.768479986271397,0.796178343949044,0.801282051282051,0.790641025641026,0.848641655886158,0.842105263157895,0.847347452296079
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdn,40,130,170, zones, low_bits_4_shifted_2, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.55737705 0.54098361 0.59836066 0.59016393 0.60655738],0.497536945812808,0.551724137931034,0.807086614173228,0.995073891625616,0.993442622950819,0.995081967213115,0.457446808510638,0.443298969072165,0.49523439019646,0.528497409326425,0.51,0.551116504854369,0.802020202020202,0.790836653386454,0.806896925915017
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.75652174 0.77192982 0.79824561 0.77631579 0.8245614 ],0.778947368421053,0.755263157894737,0.847528916929548,0.900440528634361,0.89492119089317,0.901050788091068,0.748502994011976,0.672043010752688,0.77674315486088,0.712074303405573,0.631868131868132,0.7502775002775,0.838169642857143,0.799787007454739,0.846934002169737
svm_model_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200,12, low_bits_3, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.75706215 0.74576271 0.75706215 0.72443182 0.73011364],0.777049180327869,0.760655737704918,0.779040404040404,0.779816513761468,0.770101925254813,0.782559456398641,0.76551724137931,0.707006369426751,0.779178860389052,0.742049469964664,0.709459459459459,0.759188328455844,0.773413897280967,0.754208754208754,0.779040404040404
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170,6, low_bits_6, svd,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.93333333 0.92696629 0.91573034 0.87078652 0.94382022],0.845117845117845,0.828282828282828,0.91049798115747,0.960176991150442,0.973094170403587,0.959641255605381,0.85064935064935,0.850649350649351,0.844905094905095,0.814545454545454,0.8,0.826751592356688,0.910558170813719,0.914864864864865,0.910515542352004
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166,8, low_bits_5, svdne,1080,360,360,0.6,0.2,0.2, [0.88888889 0.84722222 0.88888889 0.88425926 0.875     ],0.811111111111111,0.813888888888889,0.897222222222222,0.952290076335878,0.924074074074074,0.953703703703704,0.819148936170213,0.819148936170213,0.810737258782781,0.815426997245179,0.822222222222222,0.813888888888889,0.896474538332401,0.88215859030837,0.897357322060015
svm_model_N32_B134_E166_nb_zones_12_lab_svd,32,134,166,12, lab, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.90710383 0.90983607 0.88797814 0.87087912 0.91483516],0.854545454545455,0.847272727272727,0.952861952861953,0.983296213808463,0.967141292442497,0.983570646221249,0.863013698630137,0.926470588235294,0.855321625052899,0.861842105263158,0.942446043165467,0.846223021582734,0.953177257525084,0.95959595959596,0.952861952861953
svm_model_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200,4, low_bits_4, svdne,520,173,173,0.600461893764434,0.199769053117783,0.199769053117783, [0.68269231 0.74038462 0.75       0.70192308 0.65384615],0.705202312138728,0.682080924855491,0.754041570438799,0.802946593001842,0.838461538461539,0.794230769230769,0.741116751269035,0.9125,0.719690860215054,0.739336492890995,0.866666666666667,0.67429718875502,0.77602523659306,0.858139534883721,0.754757840836356
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170,6, low_bits_4, svdn,876,292,292,0.6,0.2,0.2, [0.55681818 0.63636364 0.64772727 0.6091954  0.59770115],0.657534246575342,0.565068493150685,0.626027397260274,0.593630573248408,0.531963470319635,0.635844748858448,0.576271186440678,0.492753623188406,0.648974214191605,0.501960784313726,0.392638036809816,0.587791886621962,0.572100313479624,0.493910690121786,0.627676565587939
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170,4, low_bits_5, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.68421053 0.64285714 0.59821429 0.67857143 0.625     ],0.566844919786096,0.572192513368984,0.756410256410256,0.888519134775374,0.95017793594306,0.880782918149466,0.669387755102041,0.732142857142857,0.526071428571429,0.622641509433962,0.75,0.582070707070707,0.784499054820416,0.862785862785863,0.753370953370953
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163,10, low_bits_6, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.86423841 0.8410596  0.86092715 0.89735099 0.9       ],0.790322580645161,0.799539170506912,0.885942760942761,0.939175931981687,0.952254641909814,0.938328912466844,0.800875273522976,0.756198347107438,0.794765840220386,0.768,0.75,0.794421487603306,0.885218127911902,0.87962962962963,0.885942760942761
svm_model_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170,8, lab, svdne,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.88188976 0.91732283 0.91666667 0.91666667 0.92857143],0.831353919239905,0.836104513064133,0.892212725546059,0.931116389548694,0.930379746835443,0.931170886075949,0.847311827956989,0.938095238095238,0.83160686075378,0.857731958762887,0.95852534562212,0.832203849281648,0.897424310890194,0.937677053824363,0.891952184982859
ensemble_model_N16_B184_E200_nb_zones_12_lab_svd,16,184,200,12, lab, svd,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.86781609 0.86127168 0.8265896  0.81213873 0.84971098],0.860248447204969,0.891304347826087,0.88047138047138,0.884353741496599,0.900692840646651,0.882217090069284,0.864864864864865,0.894409937888199,0.860248447204969,0.896142433234421,0.937888198757764,0.891304347826087,0.883319638455218,0.904882154882155,0.88047138047138
svm_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdne,40,130,170,4, low_bits_4_shifted_2, svdne,624,208,208,0.6,0.2,0.2, [0.85714286 0.84920635 0.79032258 0.86290323 0.7983871 ],0.615384615384615,0.673076923076923,0.781730769230769,0.867671691792295,0.830128205128205,0.873397435897436,0.682539682539683,0.819047619047619,0.613407304669441,0.709401709401709,0.747747747747748,0.667688306863565,0.790397045244691,0.810606060606061,0.78127959280303
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163,12, low_bits_2, svd,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.82044199 0.79281768 0.84444444 0.78888889 0.81388889],0.79020979020979,0.804195804195804,0.845117845117845,0.866525423728814,0.906873614190687,0.860310421286031,0.727272727272727,0.579710144927536,0.783098315707011,0.770491803278688,0.635135135135135,0.810321190755973,0.843537414965986,0.835016835016835,0.845117845117845
svm_model_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200,6, low_bits_5, svd,888,296,296,0.6,0.2,0.2, [0.7247191  0.7247191  0.73033708 0.71348315 0.75568182],0.682432432432432,0.746621621621622,0.723648648648649,0.779005524861878,0.952702702702703,0.72972972972973,0.731428571428571,0.888888888888889,0.687865497076023,0.788732394366197,0.927152317880795,0.742886503767983,0.771635957565606,0.935047361299053,0.723933937059783
ensemble_model_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200,4, low_bits_4, svdne,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.79166667 0.775      0.775      0.74576271 0.81355932],0.722222222222222,0.717171717171717,0.804435483870968,0.859083191850594,0.848993288590604,0.860738255033557,0.741784037558686,0.840425531914894,0.727905073649755,0.770491803278688,0.895238095238095,0.70568356374808,0.81453154875717,0.857142857142857,0.804329004329004
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdne,26,137,163,12, low_bits_4_shifted_2, svdne,1800,600,600,0.6,0.2,0.2, [0.825      0.825      0.84722222 0.85277778 0.83055556],0.697916666666667,0.795138888888889,0.867424242424242,0.902817711328349,0.872222222222222,0.906111111111111,0.666666666666667,0.654135338345865,0.694809604656803,0.809061488673139,0.806451612903226,0.794203250060635,0.863577306193157,0.839225589225589,0.867424242424242
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.88333333 0.86134454 0.85294118 0.88655462 0.92016807],0.828715365239295,0.866498740554156,0.911883182275932,0.954849498327759,0.958053691275168,0.954697986577181,0.836538461538462,0.896907216494845,0.830227007262201,0.872289156626506,0.918781725888325,0.866890862944162,0.913665515540207,0.938196555217832,0.912041220551859
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svd,26,137,163, zones, low_bits_3, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.78034682 0.80924855 0.79768786 0.84682081 0.80635838],0.792569659442724,0.792569659442724,0.857744107744108,0.882080924855491,0.882080924855491,0.882080924855491,0.771331058020478,0.697530864197531,0.792864810980753,0.778877887788779,0.732919254658385,0.792385553255119,0.854686156491831,0.836700336700337,0.857744107744108
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_svd,8,192,200, zones, low_bits_4, svd,1698,566,566,0.6,0.2,0.2, [0.73529412 0.69117647 0.71764706 0.75588235 0.68639053],0.693215339233038,0.693215339233038,0.829124579124579,0.885813148788927,0.904593639575972,0.88339222614841,0.718918918918919,0.76,0.690975609756098,0.69047619047619,0.707317073170732,0.693658536585366,0.833606557377049,0.856060606060606,0.829124579124579
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170,4, low_bits_5, svdn,588,196,196,0.6,0.2,0.2, [0.53389831 0.55084746 0.61016949 0.53389831 0.62931034],0.612244897959184,0.520408163265306,0.820408163265306,0.989690721649485,0.979591836734694,0.989795918367347,0.680672268907563,0.771428571428571,0.6,0.614754098360656,0.78125,0.525625,0.834586466165413,0.896969696969697,0.819618869103405
ensemble_model_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdne,32,134,166,8, low_bits_4_shifted_2, svdne,1060,353,353,0.600226500566251,0.199886749716874,0.199886749716874, [0.8254717  0.78773585 0.82075472 0.75       0.87264151],0.787535410764872,0.807365439093485,0.871460928652322,0.919540229885058,0.905660377358491,0.920754716981132,0.797843665768194,0.778947368421053,0.788246690345496,0.797619047619048,0.774566473988439,0.806727681438664,0.870359794403198,0.853303471444569,0.871668917852869
ensemble_model_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163,10, low_bits_5, svdne,1524,508,508,0.6,0.2,0.2, [0.89869281 0.90196078 0.87828947 0.85197368 0.91118421],0.701877934272301,0.755868544600939,0.864057239057239,0.94025974025974,0.9501312335958,0.939632545931758,0.746506986027944,0.894736842105263,0.705432937181664,0.796078431372549,0.935483870967742,0.752430930699182,0.873382987063897,0.937710437710438,0.864057239057239
ensemble_model_v2_N16_B184_E200_nb_zones_4_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.77777778 0.86290323 0.87096774 0.85483871 0.83064516],0.72463768115942,0.72463768115942,0.848455598455598,0.930979133226324,0.932475884244373,0.930868167202572,0.721951219512195,0.732673267326733,0.724827199701102,0.737327188940092,0.754716981132076,0.723893144031384,0.849760765550239,0.857142857142857,0.848455598455598
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdne,40,130,170,4, low_bits_4_shifted_2, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.91803279 0.85245902 0.90833333 0.9        0.85833333],0.805970149253731,0.810945273631841,0.91948310139165,0.993355481727575,0.990066225165563,0.993377483443708,0.818604651162791,0.838095238095238,0.804464285714286,0.820754716981132,0.790909090909091,0.813036963036963,0.921282798833819,0.916827852998066,0.919559120773062
svm_model_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200,8, low_bits_6, svd,1328,442,442,0.600361663652803,0.199819168173599,0.199819168173599, [0.78195489 0.7443609  0.7481203  0.81203008 0.78787879],0.805429864253394,0.771493212669683,0.79746835443038,0.808791208791209,0.831325301204819,0.803463855421687,0.808035714285714,0.797356828193833,0.805655158282963,0.774049217002237,0.816037735849057,0.773236259228876,0.801769911504425,0.821396192203082,0.797533082575842
svm_model_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200,8, low_bits_2, svd,1134,378,378,0.6,0.2,0.2, [0.78508772 0.80701754 0.71681416 0.76106195 0.72123894],0.743386243386243,0.772486772486772,0.764021164021164,0.774635818337618,0.797178130511464,0.768077601410935,0.748051948051948,0.70935960591133,0.746108374384237,0.758426966292135,0.767045454545455,0.772136588658866,0.766247379454927,0.772727272727273,0.764011941448382
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.64       0.65333333 0.63666667 0.62080537 0.66442953],0.704545454545455,0.620454545454545,0.793350168350168,0.872870249017038,0.890374331550802,0.870320855614973,0.693396226415094,0.668181818181818,0.704545454545455,0.605200945626478,0.581818181818182,0.620454545454545,0.793088916982722,0.792087542087542,0.793350168350168
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170,8, low_bits_2, svd,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.8   0.784 0.844 0.848 0.844],0.802884615384615,0.759615384615385,0.836695485110471,0.877329192546584,0.904,0.8736,0.783068783068783,0.74,0.800555555555556,0.75,0.710900473933649,0.760328285747312,0.835430784123911,0.833011583011583,0.836677875635811
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,926,308,308,0.600518806744488,0.199740596627756,0.199740596627756, [0.89784946 0.8655914  0.87096774 0.9076087  0.89673913],0.824675324675325,0.824675324675325,0.913748378728923,0.972557628979144,0.956803455723542,0.973002159827214,0.826923076923077,0.826923076923077,0.824645748987854,0.825806451612903,0.8,0.825675675675675,0.91324200913242,0.898587933247753,0.91390733490697
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,1596,532,532,0.6,0.2,0.2, [0.765625   0.753125   0.775      0.78301887 0.78930818],0.664102564102564,0.735897435897436,0.840909090909091,0.91055900621118,0.918546365914787,0.909774436090225,0.697459584295612,0.843575418994413,0.67771188011332,0.779443254817987,0.862559241706161,0.724575710238555,0.849402390438247,0.897306397306397,0.840909090909091
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170,8, low_bits_3, svdn,1146,382,382,0.6,0.2,0.2, [0.58695652 0.56521739 0.64347826 0.64473684 0.59210526],0.675392670157068,0.636125654450262,0.861256544502618,0.998251748251748,0.99650959860384,0.99825479930192,0.657458563535912,0.643243243243243,0.674413499794211,0.637075718015666,0.613065326633166,0.637133756212758,0.859714134462679,0.848484848484848,0.861283347642214
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,1500,500,500,0.6,0.2,0.2, [0.54333333 0.57333333 0.58       0.55666667 0.59333333],0.616438356164384,0.607305936073059,0.823232323232323,0.946091644204852,0.936,0.946666666666667,0.616438356164383,0.613636363636364,0.616451209341118,0.619469026548672,0.642201834862385,0.607464553794829,0.823083403538332,0.822390572390572,0.823232323232323
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_3_svd,4,196,200, zones, low_bits_3, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.71676301 0.67630058 0.75433526 0.71098266 0.71387283],0.693498452012384,0.702786377708978,0.816919191919192,0.861910241657077,0.865895953757225,0.861271676300578,0.645161290322581,0.580645161290323,0.689132104454685,0.677852348993289,0.601190476190476,0.707046850998464,0.812095032397408,0.791245791245791,0.816919191919192
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200,6, low_bits_5, svd,978,326,326,0.6,0.2,0.2, [0.80102041 0.7755102  0.79591837 0.77040816 0.76804124],0.717791411042945,0.745398773006135,0.801226993865031,0.84559585492228,0.834355828220859,0.847648261758691,0.721212121212121,0.695906432748538,0.718920958309753,0.743034055727554,0.72289156626506,0.74582078313253,0.799752781211372,0.783292978208232,0.801472359750883
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170,6, low_bits_4, svdn,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.63218391 0.63793103 0.65517241 0.58139535 0.56976744],0.604166666666667,0.621527777777778,0.830097087378641,0.974828375286041,0.983833718244803,0.97459584295612,0.536585365853658,0.507692307692308,0.595618305744888,0.585551330798479,0.538461538461538,0.620954907161804,0.822848879248011,0.805949008498584,0.829604939031901
svm_model_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200,8, low_bits_3, svdne,1140,380,380,0.6,0.2,0.2, [0.76315789 0.75877193 0.76315789 0.75438596 0.74561404],0.760526315789474,0.752631578947368,0.754736842105263,0.753724802804557,0.754385964912281,0.753508771929825,0.781774580335731,0.823232323232323,0.757770007770008,0.762626262626262,0.843575418994413,0.757608605019595,0.761514841351075,0.785638859556494,0.754834120229454
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.884      0.9        0.884      0.88709677 0.84274194],0.751807228915663,0.821686746987952,0.889210019267823,0.957223567393059,0.951845906902087,0.957463884430177,0.775599128540305,0.851674641148325,0.751080039020765,0.831818181818182,0.871428571428571,0.821080139372822,0.892422825070159,0.915547024952015,0.889108135299992
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_4_shifted_2_svdne,40,130,170, zones, low_bits_4_shifted_2, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.9122807  0.86842105 0.88596491 0.90178571 0.875     ],0.691489361702128,0.723404255319149,0.867303609341826,0.973544973544974,0.975265017667845,0.973498233215548,0.731481481481482,0.908045977011494,0.7064982360305,0.777777777777778,0.957894736842105,0.72088285229202,0.87708947885939,0.959139784946236,0.868458781362007
svm_model_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163,12, lab, svdne,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.90285714 0.88793103 0.89367816 0.91666667 0.8591954 ],0.861198738170347,0.832807570977918,0.895622895622896,0.916157690172127,0.947187141216992,0.913318025258324,0.876404494382022,0.906976744186046,0.856936647955092,0.832807570977918,0.910344827586207,0.838893344025662,0.899757477768795,0.936868686868687,0.895622895622896
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_2_svd,8,192,200, zones, low_bits_2, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.68539326 0.7247191  0.74293785 0.70056497 0.73728814],0.700996677740864,0.74750830564784,0.836279461279461,0.876179900055525,0.889515219842165,0.874295377677565,0.671532846715328,0.613333333333333,0.700706401766004,0.728571428571429,0.675496688741722,0.747748344370861,0.834819532908705,0.827441077441077,0.836279461279461
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.54032258 0.51612903 0.5        0.45081967 0.52459016],0.524509803921569,0.544117647058823,0.809197651663405,0.991869918699187,0.993485342019544,0.99185667752443,0.557077625570776,0.564814814814815,0.521990740740741,0.550724637681159,0.553398058252427,0.544025761799481,0.812680115273775,0.816602316602317,0.809094809094809
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166,10, low_bits_2, svdn,1536,512,512,0.6,0.2,0.2, [0.51623377 0.57792208 0.51298701 0.52941176 0.54248366],0.516666666666667,0.54047619047619,0.832912457912458,0.999348534201954,0.998697916666667,0.999348958333333,0.501228501228501,0.483412322274882,0.516825778362321,0.513853904282116,0.488038277511962,0.540227669561668,0.830269345874305,0.817340067340067,0.832912457912458
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166,10, low_bits_4, svd,1464,488,488,0.6,0.2,0.2, [0.78571429 0.80272109 0.76027397 0.75684932 0.77054795],0.679824561403509,0.714912280701754,0.85016835016835,0.944134078212291,0.923497267759563,0.94535519125683,0.690677966101695,0.693617021276596,0.67938769615866,0.721030042918455,0.760180995475113,0.716260710503514,0.849789029535865,0.847643097643097,0.85016835016835
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200,6, low_bits_4, svd,924,308,308,0.6,0.2,0.2, [0.79569892 0.77419355 0.79891304 0.7173913  0.75543478],0.659090909090909,0.642857142857143,0.787662337662338,0.878787878787879,0.878787878787879,0.878787878787879,0.686567164179104,0.782312925170068,0.664448388050873,0.668674698795181,0.74,0.645316455696203,0.794468887492143,0.832674571805006,0.788296312791108
ensemble_model_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170,8, lab, svdne,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.88016529 0.8625     0.89583333 0.8625     0.89583333],0.885,0.8975,0.93056943056943,0.95593220338983,0.938435940099834,0.956738768718802,0.885,0.855072463768116,0.886085454681985,0.898765432098765,0.883495145631068,0.897933139825843,0.929974811083123,0.91025641025641,0.930836707152496
svm_model_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170,4, low_bits_5, svdne,642,214,214,0.6,0.2,0.2, [0.86923077 0.8828125  0.8828125  0.828125   0.8515625 ],0.799065420560748,0.780373831775701,0.846728971962617,0.882539682539682,0.866043613707165,0.884735202492212,0.807174887892377,0.857142857142857,0.800131061598952,0.785388127853881,0.851485148514851,0.784149653903443,0.847014925373134,0.861480075901328,0.846946299460793
ensemble_model_v2_N32_B134_E166_nb_zones_8_low_bits_4_shifted_2_svdne,32,134,166, zones, low_bits_4_shifted_2, svdne,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.8125     0.85267857 0.81081081 0.83333333 0.82432432],0.741239892183288,0.76010781671159,0.863685344827586,0.940140845070422,0.95870736086176,0.938958707360862,0.768115942028986,0.868852459016393,0.742936867806069,0.775818639798489,0.865168539325843,0.764190487279502,0.870056497175141,0.922657952069717,0.864314050661724
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,834,278,278,0.6,0.2,0.2, [0.67261905 0.69047619 0.68072289 0.64457831 0.74698795],0.68705035971223,0.726618705035971,0.847482014388489,0.941176470588235,0.940047961630695,0.941247002398081,0.709030100334448,0.731034482758621,0.685066113559761,0.722627737226277,0.779527559055118,0.730823382176566,0.849217638691323,0.866473149492017,0.847644563333741
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.88013699 0.89726027 0.85172414 0.88275862 0.88275862],0.733188720173536,0.748373101952278,0.869107744107744,0.950886766712142,0.958734525447043,0.950481430536451,0.759295499021526,0.829059829059829,0.731710531270003,0.761316872427984,0.814977973568282,0.749369328664483,0.873731222086886,0.905723905723906,0.869107744107744
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170,6, low_bits_6, svdn,858,286,286,0.6,0.2,0.2, [0.56395349 0.55813953 0.60465116 0.56976744 0.55882353],0.510489510489511,0.482517482517483,0.798601398601399,1,1,1,0.539473684210526,0.532467532467532,0.508658008658009,0.45985401459854,0.456521739130435,0.481639247943596,0.799442896935933,0.796116504854369,0.798622427321402
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200,12, low_bits_3, svdne,1806,602,602,0.6,0.2,0.2, [0.76243094 0.78729282 0.79558011 0.79166667 0.75555556],0.691228070175439,0.670175438596491,0.805555555555556,0.844271412680756,0.840531561461794,0.844961240310077,0.698630136986301,0.698630136986301,0.691041687198187,0.661870503597122,0.661870503597122,0.669976347688972,0.804898648648649,0.802188552188552,0.805555555555556
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200,8, low_bits_6, svd,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.76694915 0.77118644 0.75213675 0.76923077 0.75213675],0.744245524296675,0.736572890025575,0.815950920245399,0.858431018935979,0.810902896081772,0.866269165247019,0.714285714285714,0.651041666666667,0.742606260469012,0.716253443526171,0.653266331658292,0.738091499162479,0.802414928649835,0.747443762781186,0.815950920245399
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200,12, low_bits_4, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.69945355 0.70765027 0.69672131 0.71428571 0.6978022 ],0.683636363636364,0.752727272727273,0.797979797979798,0.823848238482385,0.832420591456736,0.822015334063527,0.635983263598326,0.550724637681159,0.684121442928171,0.716666666666667,0.627737226277372,0.752274410240135,0.793459552495697,0.776094276094276,0.797979797979798
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,794,264,264,0.600605143721634,0.199697428139183,0.199697428139183, [0.71875    0.6        0.61392405 0.56329114 0.63924051],0.545454545454545,0.564393939393939,0.801815431164902,0.965865992414665,0.962216624685139,0.965994962216625,0.545454545454545,0.51063829787234,0.548002075765438,0.587813620071685,0.550335570469799,0.566472133060986,0.80359820089955,0.780203784570597,0.802700317482149
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svd,40,130,170,6, low_bits_4_shifted_2, svd,894,298,298,0.6,0.2,0.2, [0.84444444 0.83333333 0.88764045 0.88202247 0.85393258],0.708053691275168,0.691275167785235,0.866442953020134,0.977324263038549,0.96420581655481,0.977628635346756,0.732307692307692,0.815068493150685,0.710165825522711,0.738636363636364,0.844155844155844,0.685966810966811,0.872354073123797,0.910307898259706,0.866324877797417
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svd,16,184,200,12, low_bits_4_shifted_2, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.77840909 0.75568182 0.78125    0.72443182 0.76704545],0.782467532467532,0.795454545454545,0.816077441077441,0.823866896156053,0.815909090909091,0.825568181818182,0.763250883392226,0.696774193548387,0.783027619650011,0.780487804878049,0.73202614379085,0.795045329959941,0.811067877215737,0.78956228956229,0.816077441077441
ensemble_model_v2_N16_B184_E200_nb_zones_12_lab_svd,16,184,200, zones, lab, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.88950276 0.88121547 0.88674033 0.87016575 0.88333333],0.746478873239437,0.778169014084507,0.891835016835017,0.934196332254584,0.957964601769912,0.932522123893805,0.753424657534247,0.753424657534247,0.746277546158428,0.765799256505576,0.746376811594203,0.777297994838197,0.893581780538302,0.908249158249158,0.891835016835017
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200,6, low_bits_4, svd,912,304,304,0.6,0.2,0.2, [0.75       0.74175824 0.75824176 0.73626374 0.75274725],0.6875,0.733552631578947,0.794736842105263,0.852173913043478,0.859649122807017,0.850877192982456,0.686468646864686,0.712328767123288,0.688442864574302,0.744479495268139,0.781456953642384,0.733865731723153,0.797402597402597,0.815405046480744,0.794925469785352
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200,8, low_bits_2, svd,1278,426,426,0.6,0.2,0.2, [0.73828125 0.73046875 0.73046875 0.74609375 0.76377953],0.748826291079812,0.786384976525822,0.826760563380282,0.869565217391304,0.892018779342723,0.866197183098592,0.765864332603939,0.802752293577982,0.747529992942837,0.790804597701149,0.822966507177033,0.787059290454876,0.83250113481616,0.860225140712945,0.826729111709856
ensemble_model_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170,4, low_bits_5, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.91044776 0.90151515 0.90151515 0.93939394 0.90909091],0.727272727272727,0.736363636363636,0.871143375680581,0.962732919254658,0.936555891238671,0.963746223564955,0.714285714285714,0.694444444444444,0.726686507936508,0.741071428571429,0.728070175438597,0.73667659715326,0.868274582560297,0.84629294755877,0.871233905473374
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200,8, low_bits_3, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.77350427 0.77350427 0.75641026 0.75431034 0.81034483],0.780927835051546,0.786082474226804,0.829557157569516,0.861747243426633,0.871355060034305,0.860205831903945,0.776902887139108,0.813186813186813,0.782806998826416,0.798053527980535,0.807881773399015,0.785021967780588,0.832064941653983,0.847107438016529,0.829611213874794
ensemble_model_v2_N26_B137_E163_nb_zones_10_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,1476,492,492,0.6,0.2,0.2, [0.81081081 0.81756757 0.81418919 0.8537415  0.8537415 ],0.873333333333333,0.815555555555556,0.903619528619529,0.938493434692467,0.920054200542005,0.93970189701897,0.867749419953596,0.820175438596491,0.87405168326221,0.807424593967517,0.783783783783784,0.815137505926979,0.900822867042009,0.875420875420875,0.903619528619529
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166,10, low_bits_6, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.86092715 0.8410596  0.87666667 0.89333333 0.89      ],0.759174311926605,0.727064220183486,0.840488215488215,0.897689768976898,0.904255319148936,0.896941489361702,0.783505154639175,0.883720930232558,0.760864990003157,0.749473684210526,0.805429864253394,0.725970746080185,0.846868686868687,0.882154882154882,0.840488215488215
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.78740157 0.81496063 0.85433071 0.85433071 0.86220472],0.749408983451537,0.739952718676123,0.834120982986767,0.896710022953328,0.922834645669291,0.893700787401575,0.733668341708543,0.701923076923077,0.74863595706619,0.729064039408867,0.69811320754717,0.740051864437092,0.833728090952156,0.834123222748815,0.834120989319742
svm_model_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200,6, low_bits_5, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.69642857 0.77380952 0.71428571 0.76190476 0.71084337],0.770609318996416,0.731182795698925,0.745702005730659,0.748837209302326,0.768496420047733,0.742243436754177,0.726495726495727,0.674603174603175,0.762138188608777,0.712643678160919,0.664285714285714,0.731423432682426,0.738007380073801,0.72992700729927,0.745413573973123
ensemble_model_v2_N40_B130_E170_nb_zones_4_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,688,229,229,0.600349040139616,0.199825479930192,0.199825479930192, [0.88405797 0.87681159 0.87681159 0.86231884 0.91911765],0.724890829694323,0.768558951965066,0.8760907504363,0.961424332344214,0.941860465116279,0.962209302325581,0.712328767123288,0.772277227722772,0.729888613861386,0.776371308016878,0.821428571428571,0.769688644688645,0.874336283185841,0.88689407540395,0.876384219365812
ensemble_model_N32_B134_E166_nb_zones_12_lab_svd,32,134,166,12, lab, svd,1818,606,606,0.6,0.2,0.2, [0.8956044  0.91758242 0.88186813 0.89010989 0.87569061],0.881720430107527,0.867383512544803,0.96969696969697,0.998898678414097,0.997799779977998,0.998899889988999,0.87732342007435,0.848920863309353,0.881603288797533,0.854901960784314,0.778571428571429,0.867702980472765,0.969230769230769,0.954545454545455,0.96969696969697
svm_model_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166,10, low_bits_3, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.79865772 0.80536913 0.81081081 0.84459459 0.77364865],0.81390134529148,0.798206278026906,0.813973063973064,0.821024617431803,0.831536388140162,0.818733153638814,0.805620608899297,0.796296296296296,0.813365539452496,0.801762114537445,0.791304347826087,0.798429951690821,0.814597315436242,0.817340067340067,0.813973063973064
ensemble_model_v2_N40_B130_E170_nb_zones_8_lab_svdne,40,130,170, zones, lab, svdne,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.91129032 0.90322581 0.84274194 0.91129032 0.90243902],0.866504854368932,0.864077669902913,0.932104752667313,0.976365118174409,0.967689822294023,0.976575121163166,0.871194379391101,0.889952153110048,0.866158342564876,0.866028708133971,0.887254901960784,0.864300527903469,0.932432432432432,0.936046511627907,0.932100925716866
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5875     0.55416667 0.61666667 0.61764706 0.62184874],0.653266331658292,0.615577889447236,0.835843373493976,0.96989966555184,0.96989966555184,0.96989966555184,0.614525139664804,0.585106382978723,0.649696048632219,0.610687022900763,0.576923076923077,0.617408906882591,0.832049306625578,0.814889336016097,0.835801381434902
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,942,314,314,0.6,0.2,0.2, [0.72631579 0.75       0.75531915 0.73404255 0.85638298],0.697452229299363,0.684713375796178,0.827388535031847,0.91970802919708,0.936305732484076,0.918259023354565,0.733893557422969,0.834394904458599,0.697452229299363,0.744186046511628,0.813559322033898,0.66590374860819,0.840869054609513,0.88944099378882,0.825766248528397
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_shifted_2_svdne,26,137,163, zones, low_bits_4_shifted_2, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.83707865 0.82022472 0.82485876 0.82768362 0.84463277],0.774086378737542,0.727574750830565,0.897306397306397,0.947250280583614,0.95152198421646,0.947012401352875,0.782051282051282,0.782051282051282,0.773784261715296,0.711267605633803,0.696551724137931,0.726480990274094,0.897392767031118,0.898148148148148,0.897306397306397
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166,10, low_bits_5, svd,1380,460,460,0.6,0.2,0.2, [0.88405797 0.88405797 0.88405797 0.9057971  0.89130435],0.815217391304348,0.85,0.90695652173913,0.956331877729257,0.952173913043478,0.956521739130435,0.791154791154791,0.735159817351598,0.811563311165426,0.845637583892617,0.784232365145228,0.853303397184486,0.90394973070018,0.875652173913043,0.90695652173913
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svd,40,130,170,6, low_bits_4_shifted_2, svd,876,292,292,0.6,0.2,0.2, [0.85227273 0.84090909 0.89204545 0.87931034 0.83333333],0.746575342465753,0.729452054794521,0.871917808219178,0.961098398169336,0.958904109589041,0.961187214611872,0.741258741258741,0.741258741258741,0.746468296803867,0.72280701754386,0.72027972027972,0.729267376918384,0.870588235294118,0.86878453038674,0.87189226519337
svm_model_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200,12, low_bits_4, svdne,1776,592,592,0.6,0.2,0.2, [0.74157303 0.74157303 0.73314607 0.6920904  0.79661017],0.693333333333333,0.713333333333333,0.736111111111111,0.751246537396122,0.763513513513513,0.747184684684685,0.669064748201439,0.628378378378378,0.6924786628734,0.690647482014388,0.631578947368421,0.714438122332859,0.734434561626429,0.72979797979798,0.736111111111111
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170,6, low_bits_4, svdne,960,320,320,0.6,0.2,0.2, [0.83854167 0.83333333 0.828125   0.81770833 0.77604167],0.640625,0.709375,0.849375,0.964630225080386,0.9375,0.965625,0.656716417910448,0.69620253164557,0.641311142365995,0.727272727272727,0.765432098765432,0.708665416471324,0.850217526413922,0.855,0.849375
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.81557377 0.81967213 0.77272727 0.84710744 0.78099174],0.75,0.806930693069307,0.863006923837784,0.920065252854812,0.929159802306425,0.919275123558484,0.7455919395466,0.725490196078431,0.750245098039216,0.813397129186603,0.817307692307692,0.806613029827316,0.864282214600686,0.865554465161923,0.862986604465309
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svd,26,137,163, zones, low_bits_2, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.8021978  0.82142857 0.7967033  0.77747253 0.83516484],0.766187050359712,0.748201438848921,0.882154882154882,0.921152800435019,0.930769230769231,0.92032967032967,0.765342960288809,0.757142857142857,0.766252587991718,0.755244755244755,0.782608695652174,0.748447204968944,0.883430474604496,0.893097643097643,0.882154882154882
ensemble_model_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163,12, lab, svdne,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.86627907 0.87790698 0.88372093 0.86046512 0.86842105],0.826747720364742,0.841945288753799,0.921717171717172,0.954248366013072,0.934807916181606,0.955180442374854,0.833819241982507,0.86144578313253,0.826428413038658,0.842424242424242,0.852760736196319,0.842043018700569,0.921052631578947,0.913299663299663,0.921717171717172
svm_model_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200,10, low_bits_2, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.64473684 0.68092105 0.61184211 0.65231788 0.6589404 ],0.63953488372093,0.634883720930233,0.648989898989899,0.660598179453836,0.670184696569921,0.655672823218997,0.628297362110312,0.609302325581395,0.63953488372093,0.596401028277635,0.53953488372093,0.634883720930233,0.64419795221843,0.635521885521885,0.648989898989899
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170,6, low_bits_6, svdn,1006,335,335,0.600238663484487,0.199880668257757,0.199880668257757, [0.55940594 0.55445545 0.58910891 0.58       0.625     ],0.519402985074627,0.576119402985075,0.81563245823389,0.99402390438247,0.992047713717694,0.99403578528827,0.561307901907357,0.628048780487805,0.521626729425189,0.596590909090909,0.652173913043478,0.57896051974013,0.820661636680209,0.853864734299517,0.816083310545985
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svd,26,174,200,4, low_bits_4_shifted_2, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.8245614  0.76785714 0.70535714 0.75892857 0.78571429],0.705882352941176,0.67379679144385,0.867521367521367,0.985611510791367,0.97508896797153,0.98576512455516,0.741784037558686,0.858695652173913,0.708295194508009,0.723981900452489,0.8,0.664367816091954,0.874747474747475,0.915433403805497,0.867003958922187
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200,6, low_bits_5, svdne,954,318,318,0.6,0.2,0.2, [0.79166667 0.77604167 0.75789474 0.75263158 0.77368421],0.764150943396226,0.732704402515723,0.823899371069182,0.872340425531915,0.859538784067086,0.874213836477987,0.778761061946903,0.825,0.76376582278481,0.73015873015873,0.777027027027027,0.735572337042925,0.824341279799247,0.836942675159236,0.824061399691419
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.76859504 0.75619835 0.73553719 0.79752066 0.75416667],0.788557213930348,0.733830845771144,0.827534791252485,0.868977176669484,0.850993377483444,0.871688741721854,0.788029925187032,0.778325123152709,0.788660049013541,0.730478589420655,0.743589743589744,0.734113712374582,0.824835941443715,0.815369261477046,0.827486610936543
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.74596774 0.77642276 0.73170732 0.73577236 0.74390244],0.780487804878049,0.765853658536585,0.83869395711501,0.883534136546185,0.892857142857143,0.882305194805195,0.789719626168224,0.789719626168224,0.780063894716765,0.758793969849246,0.774358974358974,0.766249254621348,0.840173829068083,0.848780487804878,0.838703778469138
svm_model_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200,12, low_bits_3, svdne,1698,566,566,0.6,0.2,0.2, [0.70588235 0.75       0.72352941 0.72647059 0.67159763],0.722713864306785,0.772861356932153,0.743686868686869,0.739904988123516,0.733804475853946,0.742049469964664,0.694805194805195,0.660493827160494,0.720077422054823,0.763076923076923,0.700564971751412,0.776208411801632,0.737160120845922,0.718855218855219,0.743686868686869
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170,6, low_bits_5, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.88095238 0.89880952 0.88690476 0.88095238 0.85542169],0.788530465949821,0.759856630824373,0.892550143266475,0.971223021582734,0.966587112171838,0.971360381861575,0.809061488673139,0.886524822695035,0.787465309898242,0.780327868852459,0.826388888888889,0.757638888888889,0.896408839779005,0.921875,0.89229588150289
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166,10, low_bits_4, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.7972973  0.77027027 0.7972973  0.7972973  0.77702703],0.725446428571429,0.763392857142857,0.826599326599327,0.88,0.906756756756757,0.876351351351351,0.739957716701903,0.791855203619909,0.72632407758088,0.783673469387755,0.845814977973568,0.762274004823888,0.834405144694533,0.873737373737374,0.826599326599326
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163,12, low_bits_4, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.76136364 0.79261364 0.82102273 0.76988636 0.79545455],0.733766233766234,0.662337662337662,0.817760942760943,0.856977417486971,0.840909090909091,0.859659090909091,0.740506329113924,0.740506329113924,0.733586497890295,0.686746987951807,0.76,0.664810126582278,0.817684210526316,0.817340067340067,0.817760942760943
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170,6, low_bits_4, svdne,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.87804878 0.88271605 0.89506173 0.85185185 0.87654321],0.611111111111111,0.611111111111111,0.842455621301775,0.996291718170581,0.992610837438424,0.996305418719212,0.676923076923077,0.774647887323944,0.602167693661972,0.682779456193353,0.807142857142857,0.603571428571429,0.854607508532423,0.909883720930232,0.841237041188008
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svd,26,174,200,4, low_bits_4_shifted_2, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.73333333 0.71666667 0.71666667 0.72881356 0.72033898],0.696969696969697,0.732323232323232,0.865927419354839,0.965277777777778,0.932885906040268,0.966442953020134,0.719626168224299,0.762376237623762,0.695621108502603,0.772532188841202,0.833333333333333,0.722222222222222,0.869990224828935,0.877712031558185,0.865660139490433
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svd,32,134,166,10, low_bits_4_shifted_2, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.8390411  0.84589041 0.81506849 0.82758621 0.82758621],0.756521739130435,0.806521739130435,0.838804713804714,0.871104815864023,0.84478021978022,0.875,0.741935483870968,0.738532110091743,0.755629691409508,0.81104033970276,0.789256198347107,0.807472135870801,0.834700043159258,0.813973063973064,0.838804713804714
svm_model_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200,6, low_bits_4, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.77173913 0.71195652 0.70879121 0.75274725 0.71978022],0.68421052631579,0.68421052631579,0.726675427069645,0.774193548387097,0.840262582056893,0.75492341356674,0.74331550802139,0.908496732026144,0.682725187205125,0.741935483870968,0.901960784313726,0.682768471627061,0.760644418872267,0.866317169069463,0.726307464640133
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svd,40,130,170, zones, low_bits_4_shifted_2, svd,882,294,294,0.6,0.2,0.2, [0.83707865 0.82386364 0.81818182 0.84090909 0.8125    ],0.704081632653061,0.710884353741497,0.859183673469388,0.96,0.952380952380952,0.96031746031746,0.756302521008403,0.918367346938775,0.704081632653061,0.761904761904762,0.894736842105263,0.704410674573758,0.869729389553178,0.933783783783784,0.8586727138097
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.48611111 0.50694444 0.48263889 0.46527778 0.51398601],0.50319829424307,0.556503198294243,0.803872053872054,0.982626824183461,0.983310152990264,0.982614742698192,0.521560574948665,0.538135593220339,0.502973376009311,0.533632286995516,0.510729613733906,0.556212264494071,0.8035413153457,0.802188552188552,0.803872053872054
svm_model_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200,12, low_bits_2, svdne,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.71390374 0.72994652 0.71505376 0.72043011 0.7311828 ],0.68359375,0.64453125,0.708333333333333,0.726221755123489,0.741416309012876,0.720493562231759,0.692015209125475,0.745901639344262,0.686383655493027,0.689419795221843,0.753731343283582,0.639160753609004,0.718178121187475,0.743265993265993,0.708333333333334
svm_model_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170,8, low_bits_3, svdne,1176,392,392,0.6,0.2,0.2, [0.78389831 0.84322034 0.8559322  0.8974359  0.85042735],0.747448979591837,0.73469387755102,0.808163265306122,0.859005704971475,0.896258503401361,0.852891156462585,0.785249457700651,0.882926829268293,0.740928655275858,0.758139534883721,0.890710382513661,0.744398253457787,0.82247403210576,0.892418032786885,0.808505764360922
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.71134021 0.75520833 0.72395833 0.71875    0.73958333],0.765625,0.746875,0.854556803995006,0.919032597266036,0.908523908523908,0.91995841995842,0.793388429752066,0.786885245901639,0.762055761636951,0.747663551401869,0.769230769230769,0.747420262664165,0.857492354740061,0.854878048780488,0.854548998814797
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163,12, low_bits_3, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.61202186 0.57377049 0.6284153  0.57377049 0.54395604],0.572992700729927,0.576642335766423,0.584175084175084,0.591671173607355,0.598468271334792,0.586980306345733,0.589473684210526,0.613138686131387,0.572992700729927,0.588652482269504,0.605839416058394,0.576642335766423,0.591059602649007,0.601010101010101,0.584175084175084
svm_model_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200,12, lab, svdne,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.86       0.87142857 0.85344828 0.87356322 0.86206897],0.876582278481013,0.848101265822785,0.869528619528619,0.875627440044618,0.900229357798165,0.872133027522936,0.886297376093294,0.858757062146893,0.879018818843231,0.83448275862069,0.870503597122302,0.850506035849287,0.872217642209398,0.890572390572391,0.86952861952862
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_4_svdne,4,196,200, zones, low_bits_4, svdne,1806,602,602,0.6,0.2,0.2, [0.69889503 0.69060773 0.74033149 0.72222222 0.725     ],0.726315789473684,0.694736842105263,0.841750841750842,0.884383561643836,0.893687707641196,0.883167220376523,0.736486486486486,0.778571428571429,0.727216748768473,0.716612377850163,0.758620689655172,0.6935960591133,0.845140032948929,0.863636363636364,0.841750841750842
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166,10, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.88541667 0.89236111 0.88541667 0.87847222 0.8951049 ],0.778251599147121,0.744136460554371,0.867003367003367,0.935211267605634,0.923504867872044,0.936022253129346,0.803030303030303,0.86530612244898,0.774170918367347,0.762845849802372,0.861607142857143,0.749170918367347,0.871230643846781,0.89983164983165,0.867003367003367
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svd,26,174,200, zones, low_bits_4_shifted_2, svd,712,237,237,0.600337268128162,0.199831365935919,0.199831365935919, [0.84027778 0.82394366 0.85211268 0.85915493 0.78873239],0.763713080168776,0.746835443037975,0.871838111298482,0.949579831932773,0.952247191011236,0.949438202247191,0.787878787878788,0.859504132231405,0.76164861783984,0.779411764705882,0.834645669291338,0.740050107372942,0.8784,0.908940397350993,0.871136865342163
svm_model_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200,8, low_bits_6, svdne,1282,427,427,0.600187265917603,0.199906367041199,0.199906367041199, [0.8255814  0.80859375 0.80859375 0.8046875  0.79296875],0.718969555035129,0.768149882903981,0.783239700374532,0.809076682316119,0.806552262090484,0.809672386895476,0.726027397260274,0.803030303030303,0.724659256318645,0.788008565310493,0.836363636363636,0.76600790513834,0.787906550618415,0.812086874409821,0.783480763110203
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170,6, low_bits_5, svd,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.87234043 0.90425532 0.91397849 0.91397849 0.90322581],0.823151125401929,0.787781350482315,0.913881748071979,0.986155484558041,0.991434689507495,0.986081370449679,0.798534798534798,0.703225806451613,0.822766749379653,0.733870967741936,0.623287671232877,0.778310502283105,0.908219178082192,0.86328125,0.913239609771574
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_3_svdne,8,192,200, zones, low_bits_3, svdne,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.74064171 0.78609626 0.75537634 0.75       0.75      ],0.78125,0.7421875,0.841329966329966,0.863123993558776,0.862660944206009,0.863197424892704,0.747747747747748,0.691666666666667,0.775980392156863,0.759124087591241,0.764705882352941,0.740686274509804,0.840186519711742,0.834175084175084,0.841329966329966
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166,10, low_bits_3, svdne,1396,465,465,0.600171969045572,0.199914015477214,0.199914015477214, [0.79642857 0.78928571 0.78928571 0.77697842 0.78776978],0.808602150537634,0.83010752688172,0.842648323301806,0.864383561643836,0.904011461318052,0.858166189111748,0.808602150537634,0.828193832599119,0.809054899492837,0.836438923395445,0.848739495798319,0.829656091511495,0.848006644518272,0.877901977644024,0.842648323301806
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170,8, low_bits_2, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.56198347 0.55833333 0.58333333 0.52083333 0.57916667],0.5525,0.595,0.581418581418581,0.590272052761748,0.59567387687188,0.586522462562396,0.546835443037975,0.556701030927835,0.552622360124112,0.606796116504854,0.603864734299517,0.594678481139396,0.585148514851485,0.589820359281437,0.581410179640718
ensemble_model_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200,6, low_bits_4, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.75824176 0.73888889 0.76666667 0.71111111 0.7       ],0.736666666666667,0.703333333333333,0.835552596537949,0.915326902465166,0.946784922394678,0.912416851441242,0.774928774928775,0.871794871794872,0.731036324786325,0.744985673352436,0.828025477707006,0.697229522070286,0.848744641763625,0.907068062827225,0.834292839001689
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.5255102  0.6122449  0.60204082 0.5        0.50515464],0.513846153846154,0.556923076923077,0.79520295202952,0.96813977389517,0.96516393442623,0.968237704918033,0.575268817204301,0.614942528735632,0.506146761056558,0.571428571428571,0.615384615384615,0.559171597633136,0.801903628792386,0.823960880195599,0.795024994553245
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.85106383 0.77659574 0.82978723 0.88297872 0.82978723],0.686900958466454,0.642172523961661,0.854406130268199,0.980769230769231,0.976595744680851,0.980851063829787,0.685897435897436,0.748251748251748,0.691772932949403,0.666666666666667,0.658823529411765,0.640600575894693,0.856060606060606,0.865900383141762,0.854406130268199
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163,12, low_bits_6, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.87096774 0.83243243 0.84054054 0.88918919 0.86216216],0.793893129770992,0.809160305343511,0.869107744107744,0.887926367081754,0.885529157667387,0.888228941684665,0.832298136645963,0.957142857142857,0.781850117096019,0.818840579710145,0.926229508196721,0.816686182669789,0.87280163599182,0.898148148148148,0.869107744107744
svm_model_N40_B130_E170_nb_zones_10_lab_svd,40,130,170,10, lab, svd,1458,486,486,0.6,0.2,0.2, [0.93150685 0.9109589  0.92123288 0.91780822 0.89310345],0.77124183006536,0.814814814814815,0.915824915824916,0.993093922651934,0.986282578875172,0.993141289437586,0.787018255578093,0.906542056074766,0.779801640282281,0.839319470699433,0.906122448979592,0.808201411405684,0.919028340080972,0.955387205387205,0.915824915824916
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163,12, low_bits_5, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.85549133 0.84104046 0.84011628 0.86918605 0.88081395],0.815950920245399,0.846625766871166,0.904040404040404,0.931155192532089,0.925754060324826,0.931554524361949,0.824561403508772,0.892405063291139,0.818226341169379,0.861878453038674,0.928571428571429,0.844032549728752,0.905707196029777,0.921717171717172,0.904040404040404
svm_model_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200,8, low_bits_2, svdne,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.828      0.796      0.85080645 0.83870968 0.81451613],0.673913043478261,0.678743961352657,0.773648648648649,0.848301886792453,0.903536977491961,0.838424437299035,0.652956298200514,0.599056603773585,0.675765925649169,0.64343163538874,0.606060606060606,0.675715488215488,0.775275515093436,0.783914728682171,0.773688133571854
ensemble_model_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200,10, low_bits_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.66433566 0.62237762 0.61538462 0.66083916 0.61188811],0.619450317124736,0.646934460887949,0.792508417508418,0.897902097902098,0.897902097902098,0.897902097902098,0.63855421686747,0.65702479338843,0.618555686737505,0.654244306418219,0.683982683982684,0.647776465958284,0.795520530900042,0.807239057239057,0.792508417508418
svm_model_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200,10, low_bits_3, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.74825175 0.79370629 0.72887324 0.75352113 0.79225352],0.742616033755274,0.738396624472574,0.790050590219224,0.816058394160584,0.785112359550562,0.823033707865169,0.774074074074074,0.836,0.737196428571429,0.745901639344262,0.816143497757848,0.742733103460597,0.79232693911593,0.80168776371308,0.79006039407221
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svd,16,184,200, zones, low_bits_4_shifted_2, svd,1886,628,628,0.600254614894971,0.199872692552514,0.199872692552514, [0.71693122 0.72751323 0.76190476 0.75       0.74202128],0.73469387755102,0.759183673469388,0.846380471380471,0.873357856016816,0.881230116648993,0.872216330858961,0.708520179372197,0.593984962406015,0.747885338345865,0.700507614213198,0.616071428571429,0.747885338345865,0.842875591907017,0.824074074074074,0.846380471380471
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdne,26,174,200,4, low_bits_4_shifted_2, svdne,606,202,202,0.6,0.2,0.2, [0.67213115 0.73770492 0.7704918  0.75       0.79166667],0.663366336633663,0.707920792079208,0.733663366336634,0.794797687861272,0.907590759075907,0.765676567656766,0.723577235772358,0.936842105263158,0.678701426463355,0.751054852320675,0.872549019607843,0.706274509803922,0.771063829787234,0.906,0.735352941176471
ensemble_model_v2_N26_B137_E163_nb_zones_12_lab_svdne,26,137,163, zones, lab, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.86931818 0.88068182 0.86079545 0.86       0.89428571],0.796774193548387,0.835483870967742,0.890572390572391,0.91834451901566,0.935079726651481,0.916856492027335,0.824512534818942,0.973684210526316,0.800133244503664,0.858725761772853,0.981012658227848,0.832611592271819,0.896331738437002,0.946127946127946,0.890572390572391
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166,10, low_bits_5, svd,1570,523,523,0.600152905198777,0.199923547400612,0.199923547400612, [0.85350318 0.86305732 0.86305732 0.89171975 0.81847134],0.806451612903226,0.784119106699752,0.913299663299663,0.973531310522918,0.960509554140127,0.973885350318471,0.801020408163265,0.805128205128205,0.806410256410256,0.795294117647059,0.8125,0.783173076923077,0.912933220625528,0.909090909090909,0.913299663299663
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdn,40,130,170,6, low_bits_4_shifted_2, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.60326087 0.625      0.58241758 0.57692308 0.54945055],0.605263157894737,0.62171052631579,0.612352168199737,0.617868675995694,0.62800875273523,0.611597374179431,0.602649006622517,0.619047619047619,0.605702153472854,0.620462046204621,0.61437908496732,0.621759078907501,0.615384615384615,0.623513870541612,0.612410530042048
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svd,32,134,166, zones, lab, svd,1682,560,560,0.60028551034975,0.199857244825125,0.199857244825125, [0.90236686 0.89880952 0.91964286 0.88988095 0.91964286],0.838616714697406,0.786743515850144,0.932239057239057,0.981580510992276,0.982164090368609,0.981569560047562,0.82051282051282,0.752941176470588,0.836922565636424,0.774390243902439,0.717514124293785,0.788168826852775,0.930693069306931,0.90993265993266,0.932239057239057
svm_model_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200,8, low_bits_5, svd,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.79098361 0.78688525 0.76639344 0.81147541 0.78688525],0.761083743842364,0.682266009852217,0.763287401574803,0.787322768974145,0.773770491803279,0.790983606557377,0.782997762863535,0.817757009345794,0.757836838006231,0.679900744416873,0.706185567010309,0.683281462750438,0.765251342118106,0.770137524557957,0.763273890484106
ensemble_model_v2_N16_B184_E200_nb_zones_6_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,918,306,306,0.6,0.2,0.2, [0.73913043 0.66847826 0.71195652 0.72826087 0.73626374],0.745098039215686,0.715686274509804,0.828758169934641,0.895586652314316,0.906318082788671,0.894335511982571,0.760736196319018,0.779874213836478,0.743678603516878,0.741839762611276,0.796178343949045,0.713525413585261,0.835427135678392,0.858064516129032,0.828370006408887
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200,12, low_bits_4, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.70391061 0.67318436 0.75139665 0.70391061 0.70670391],0.764505119453925,0.767918088737201,0.827020202020202,0.851570964247021,0.878212290502793,0.846927374301676,0.745387453874539,0.660130718954248,0.769351073762838,0.716666666666667,0.614285714285714,0.761391223155929,0.825625795502758,0.819023569023569,0.827020202020202
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.89473684 0.87894737 0.91489362 0.88297872 0.86702128],0.812101910828025,0.805732484076433,0.916030534351145,0.987124463519313,0.974576271186441,0.98728813559322,0.824925816023739,0.874213836477987,0.81130046662609,0.829131652661065,0.875739644970414,0.799938788002449,0.918819188191882,0.93375,0.915709196891192
svm_model_N26_B174_E200_nb_zones_4_lab_svd,26,174,200,4, lab, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.82258065 0.83870968 0.90163934 0.8442623  0.85245902],0.877450980392157,0.877450980392157,0.86986301369863,0.874811463046757,0.944625407166124,0.864820846905537,0.886877828054299,0.933333333333333,0.875757575757576,0.871794871794872,0.944444444444444,0.884502923976608,0.876737720111214,0.942231075697211,0.871115537848606
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdne,26,174,200,4, low_bits_4_shifted_2, svdne,642,214,214,0.6,0.2,0.2, [0.78461538 0.8046875  0.8125     0.796875   0.8046875 ],0.752336448598131,0.747663551401869,0.842990654205607,0.900489396411093,0.85981308411215,0.904984423676012,0.741463414634146,0.745098039215686,0.752013305322129,0.712765957446809,0.656862745098039,0.743609943977591,0.833001988071571,0.798095238095238,0.842166885102665
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200,8, low_bits_6, svdne,1242,414,414,0.6,0.2,0.2, [0.72       0.77016129 0.75806452 0.72177419 0.77419355],0.792270531400966,0.797101449275362,0.844927536231884,0.876330876330876,0.861513687600644,0.878421900161031,0.802752293577982,0.813953488372093,0.79139885473881,0.786802030456853,0.782828282828283,0.796506734006734,0.843490980009751,0.836557059961315,0.844919456621584
svm_model_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170,6, low_bits_6, svdne,988,329,329,0.600243013365735,0.199878493317132,0.199878493317132, [0.84343434 0.87373737 0.85858586 0.86868687 0.90816327],0.851063829787234,0.814589665653495,0.867557715674362,0.890466531440162,0.888663967611336,0.890688259109312,0.86039886039886,0.872832369942196,0.849877723432637,0.831955922865014,0.877906976744186,0.811564953340246,0.871764705882353,0.883194278903456,0.867247697072546
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170,8, low_bits_3, svdne,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.828 0.768 0.84  0.816 0.84 ],0.795673076923077,0.798076923076923,0.837175792507204,0.870030581039755,0.9104,0.864,0.810690423162583,0.914572864321608,0.800604404511034,0.816593886462882,0.886255924170616,0.796786498670674,0.846952595936795,0.906280193236715,0.837571806264967
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,1424,474,474,0.600337268128162,0.199831365935919,0.199831365935919, [0.80769231 0.82867133 0.82746479 0.81338028 0.77112676],0.679324894514768,0.662447257383966,0.846543001686341,0.963636363636364,0.967696629213483,0.963483146067416,0.688524590163934,0.711864406779661,0.679461615154536,0.67741935483871,0.708860759493671,0.662447257383966,0.849212924606462,0.864978902953586,0.846558533195412
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200,12, low_bits_3, svdne,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.77218935 0.73964497 0.70414201 0.76627219 0.73372781],0.714285714285714,0.723032069970845,0.803872053872054,0.835838845460012,0.822485207100592,0.838461538461539,0.673333333333333,0.590643274853801,0.713926288589691,0.696485623003195,0.633720930232558,0.723293213654291,0.795254833040422,0.761784511784512,0.803872053872054
svm_model_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166,10, low_bits_2, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.81724138 0.80344828 0.82986111 0.85069444 0.84027778],0.776824034334764,0.774678111587983,0.824074074074074,0.855961405926947,0.8601108033241,0.855263157894737,0.773913043478261,0.791111111111111,0.777298294144767,0.787878787878788,0.809128630705394,0.773453204241586,0.826267664172901,0.836700336700337,0.824074074074074
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_shifted_2_svdne,26,174,200, zones, low_bits_4_shifted_2, svdne,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.84545455 0.80555556 0.74074074 0.83333333 0.82407407],0.761111111111111,0.738888888888889,0.870288248337029,0.947976878612717,0.907749077490775,0.950184501845019,0.745562130177515,0.7,0.761111111111111,0.715151515151515,0.641304347826087,0.741106719367589,0.862837045720985,0.812362030905077,0.87054627157726
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svd,32,134,166,10, low_bits_4_shifted_2, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.83666667 0.84666667 0.78333333 0.85333333 0.80201342],0.75626423690205,0.733485193621868,0.882154882154882,0.962264150943396,0.953271028037383,0.962616822429906,0.76989247311828,0.836448598130841,0.75822429906542,0.768316831683168,0.862222222222222,0.730176531671859,0.885900570497148,0.914983164983165,0.882154882154882
ensemble_model_N26_B174_E200_nb_zones_4_lab_svd,26,174,200,4, lab, svd,752,250,250,0.600638977635783,0.199680511182109,0.199680511182109, [0.90789474 0.87333333 0.90666667 0.9        0.92666667],0.8,0.884,0.904153354632588,0.94421768707483,0.922872340425532,0.945478723404255,0.810606060606061,0.862903225806452,0.800499231950845,0.880658436213992,0.963963963963964,0.892053924428025,0.903381642512077,0.918166939443535,0.904481285634404
ensemble_model_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200,12, lab, svdne,1728,576,576,0.6,0.2,0.2, [0.8150289  0.8699422  0.84682081 0.82369942 0.8372093 ],0.916666666666667,0.916666666666667,0.883417508417508,0.876042245692051,0.912037037037037,0.870949074074074,0.91588785046729,0.924528301886792,0.916809605488851,0.91743119266055,0.909090909090909,0.916809605488851,0.886800163465468,0.913299663299663,0.883417508417508
ensemble_model_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200,12, low_bits_2, svdne,1690,563,563,0.600142045454545,0.199928977272727,0.199928977272727, [0.73372781 0.70414201 0.73964497 0.71301775 0.73076923],0.647230320699708,0.685131195335277,0.798400673400673,0.85207100591716,0.85207100591716,0.85207100591716,0.655270655270655,0.638888888888889,0.64766530334015,0.664596273291926,0.656441717791411,0.683776414451261,0.797291578501904,0.792929292929293,0.798400673400673
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.86394558 0.83333333 0.80612245 0.84693878 0.77054795],0.81057268722467,0.79295154185022,0.864057239057239,0.90473017988008,0.925068119891008,0.902588555858311,0.799065420560748,0.777272727272727,0.809576534576535,0.799145299145299,0.799145299145299,0.792754467754468,0.865248226950355,0.872895622895623,0.864057239057239
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.83916084 0.85664336 0.87062937 0.88380282 0.86267606],0.831578947368421,0.833684210526316,0.898569023569024,0.941926345609065,0.932678821879383,0.94249649368864,0.83402489626556,0.909502262443439,0.836640895001247,0.85343228200371,0.905511811023622,0.82832151637154,0.900945334977394,0.922558922558923,0.898569023569024
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170,8, low_bits_4, svd,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.85365854 0.83739837 0.82926829 0.83739837 0.80737705],0.691931540342298,0.709046454767726,0.819159335288368,0.89911218724778,0.907166123778502,0.898208469055374,0.694174757281553,0.737113402061856,0.694138096379765,0.733780760626398,0.748858447488584,0.706008171112713,0.823641563393708,0.8412852969815,0.819072481660524
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200,8, low_bits_2, svdne,1278,426,426,0.6,0.2,0.2, [0.7265625  0.79296875 0.7421875  0.72265625 0.76771654],0.755868544600939,0.732394366197183,0.803755868544601,0.841269841269841,0.829420970266041,0.843505477308294,0.746341463414634,0.742718446601942,0.75545013239188,0.734883720930233,0.692982456140351,0.735380116959064,0.800952380952381,0.783783783783784,0.803907029072592
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170,6, low_bits_6, svdne,906,302,302,0.6,0.2,0.2, [0.94505495 0.90659341 0.9010989  0.89444444 0.9       ],0.788079470198676,0.804635761589404,0.897350993377483,0.965065502183406,0.975717439293598,0.964679911699779,0.792207792207792,0.74390243902439,0.792241074584659,0.795847750865052,0.815602836879433,0.805316946390027,0.897554527428949,0.895778364116095,0.89735726716443
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200,8, low_bits_5, svd,1122,374,374,0.6,0.2,0.2, [0.68584071 0.70089286 0.70982143 0.73214286 0.78571429],0.772727272727273,0.754010695187166,0.824598930481283,0.862100456621005,0.841354723707665,0.86541889483066,0.776902887139108,0.8,0.773015873015873,0.748633879781421,0.761111111111111,0.754266895761741,0.821932681867535,0.817494600431965,0.824531198521068
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdn,40,130,170,6, low_bits_4_shifted_2, svdn,960,320,320,0.6,0.2,0.2, [0.59895833 0.61458333 0.65625    0.63020833 0.59895833],0.6,0.621875,0.81125,0.945304437564499,0.954166666666667,0.944791666666667,0.627906976744186,0.627906976744186,0.597737272155877,0.64306784660767,0.660606060606061,0.620625610948192,0.817191283292978,0.826193390452876,0.810925558572543
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200,8, low_bits_4, svd,1176,392,392,0.6,0.2,0.2, [0.70762712 0.74152542 0.72881356 0.68803419 0.72649573],0.74234693877551,0.744897959183674,0.729081632653061,0.722222222222222,0.729591836734694,0.719387755102041,0.754257907542579,0.767326732673267,0.741558103178739,0.742268041237113,0.770053475935829,0.746002347724012,0.732762959235027,0.745138178096213,0.729130635334983
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svd,26,174,200, zones, lab, svd,720,240,240,0.6,0.2,0.2, [0.84027778 0.88888889 0.875      0.88888889 0.82638889],0.858333333333333,0.8625,0.908333333333333,0.93935119887165,0.925,0.940277777777778,0.876811594202899,0.902985074626866,0.852435933539848,0.859574468085106,0.918181818181818,0.866783216783217,0.90983606557377,0.91887417218543,0.90826258944842
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.75833333 0.72916667 0.76666667 0.74583333 0.77310924],0.759398496240602,0.741854636591479,0.834168336673347,0.892508143322475,0.914858096828047,0.889816360601002,0.802469135802469,0.965346534653465,0.756784942453636,0.774617067833698,0.977900552486188,0.761886056059608,0.847535697835099,0.936863543788187,0.83578877386648
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170,8, low_bits_2, svdn,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.59677419 0.54878049 0.51219512 0.56504065 0.55284553],0.570731707317073,0.553658536585366,0.824074074074074,0.99837925445705,1,0.998376623376623,0.539267015706806,0.533678756476684,0.568682696210692,0.575406032482599,0.579439252336449,0.552474728209041,0.823644357596483,0.824046920821114,0.824073994910071
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170,6, low_bits_5, svdn,912,304,304,0.6,0.2,0.2, [0.53804348 0.54395604 0.65934066 0.52747253 0.47252747],0.618421052631579,0.56578947368421,0.601315789473684,0.65774378585086,0.754385964912281,0.607456140350877,0.664739884393064,0.705521472392638,0.611625984423269,0.602409638554217,0.684931506849315,0.57031385469048,0.648491879350348,0.730718954248366,0.600458814872527
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svd,26,174,200,6, low_bits_4_shifted_2, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.75882353 0.82941176 0.76470588 0.74117647 0.76785714],0.794326241134752,0.75531914893617,0.785410764872521,0.801801801801802,0.839622641509434,0.792452830188679,0.804054054054054,0.804054054054054,0.793818071803146,0.745387453874539,0.711267605633803,0.755633802816902,0.791752577319588,0.80672268907563,0.785166502130938
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163,12, low_bits_4, svd,1818,606,606,0.6,0.2,0.2, [0.79395604 0.83791209 0.80769231 0.78571429 0.83701657],0.67741935483871,0.688172043010753,0.821969696969697,0.866594360086768,0.878987898789879,0.864686468646865,0.705882352941176,0.794117647058823,0.680275606746195,0.728971962616822,0.818181818181818,0.684826203208556,0.82881424524484,0.861952861952862,0.821969696969697
ensemble_model_v2_N4_B196_E200_nb_zones_10_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,1422,474,474,0.6,0.2,0.2, [0.63986014 0.62676056 0.61971831 0.61267606 0.58450704],0.656118143459916,0.635021097046413,0.792405063291139,0.890295358649789,0.890295358649789,0.890295358649789,0.630385487528345,0.594017094017094,0.65534188034188,0.600461893764434,0.541666666666667,0.636217948717949,0.785714285714286,0.761181434599156,0.792405063291139
ensemble_model_N40_B130_E170_nb_zones_10_lab_svd,40,130,170,10, lab, svd,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.89041096 0.92123288 0.92123288 0.90344828 0.9       ],0.847826086956522,0.826086956521739,0.910353535353535,0.956878850102669,0.960164835164835,0.956730769230769,0.838709677419355,0.831050228310502,0.847060383864795,0.830508474576271,0.813278008298755,0.826730328350291,0.910012674271229,0.906565656565657,0.910353535353535
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163,12, low_bits_2, svdn,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.48876404 0.55337079 0.51977401 0.53389831 0.53107345],0.495016611295681,0.551495016611296,0.532407407407407,0.443243243243243,0.36978579481398,0.535512965050733,0.396825396825397,0.318471337579618,0.502985668789809,0.439834024896266,0.368055555555556,0.543900389242746,0.436898124683223,0.362794612794613,0.532407407407407
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,1398,466,466,0.6,0.2,0.2, [0.85357143 0.875      0.875      0.825      0.87769784],0.830472103004292,0.798283261802575,0.911587982832618,0.976138828633406,0.965665236051502,0.976394849785408,0.82004555808656,0.782608695652174,0.829863669859985,0.791111111111111,0.738589211618257,0.80040571692024,0.909330985915493,0.882905982905983,0.911711612142647
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200,10, low_bits_3, svd,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.76451613 0.75806452 0.79677419 0.74193548 0.73548387],0.743341404358354,0.796610169491525,0.819444444444444,0.847479259731972,0.856774193548387,0.845806451612903,0.764444444444444,0.86,0.746901408450704,0.823529411764706,0.92018779342723,0.792593896713615,0.82791817087846,0.868686868686869,0.819444444444444
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.85483871 0.86585366 0.86178862 0.83739837 0.83333333],0.768292682926829,0.802439024390244,0.865497076023392,0.921259842519685,0.949675324675325,0.918831168831169,0.766584766584767,0.772277227722772,0.768350152322925,0.802919708029197,0.804878048780488,0.802439024390244,0.867816091954023,0.885630498533724,0.865555774048203
svm_model_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200,4, lab, svdn,672,224,224,0.6,0.2,0.2, [0.52205882 0.48507463 0.49253731 0.55223881 0.55223881],0.53125,0.522321428571429,0.810714285714286,1,1,1,0.492753623188406,0.476635514018692,0.528916047607636,0.488038277511962,0.476635514018692,0.520369039060628,0.805147058823529,0.796363636363636,0.810462519936204
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,900,300,300,0.6,0.2,0.2, [0.9        0.88333333 0.89444444 0.88888889 0.93888889],0.736666666666667,0.7,0.868666666666667,0.968325791855204,0.951111111111111,0.968888888888889,0.758409785932722,0.810457516339869,0.73516073095905,0.716981132075472,0.77027027027027,0.700924608819346,0.871157619359058,0.886817576564581,0.868642433142103
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_4_svdne,8,192,200, zones, low_bits_4, svdne,1646,548,548,0.600291757840992,0.199854121079504,0.199854121079504, [0.76060606 0.75454545 0.73333333 0.78658537 0.70426829],0.679452054794521,0.673972602739726,0.808922558922559,0.871310507674144,0.896719319562576,0.867557715674362,0.681198910081744,0.661375661375661,0.680119648869649,0.642642642642642,0.607954545454545,0.67170214045214,0.810359231411863,0.816498316498316,0.808922558922559
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163,12, low_bits_5, svd,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.8372093  0.85755814 0.84502924 0.84210526 0.84210526],0.782477341389728,0.788519637462236,0.906144781144781,0.952042628774423,0.938156359393232,0.952742123687281,0.802197802197802,0.834285714285714,0.779322344322344,0.791666666666667,0.852564102564103,0.791996336996337,0.906655504395144,0.911616161616161,0.906144781144781
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdn,40,130,170, zones, low_bits_4_shifted_2, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.58235294 0.54705882 0.57647059 0.61764706 0.58928571],0.581560283687943,0.560283687943262,0.807365439093485,0.965034965034965,0.976415094339623,0.964622641509434,0.619354838709677,0.657534246575342,0.578767123287671,0.560283687943262,0.607692307692308,0.563714574898785,0.812413793103448,0.841428571428571,0.807652487961477
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svd,26,174,200,6, low_bits_4_shifted_2, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.80729167 0.82291667 0.77083333 0.796875   0.74210526],0.758620689655172,0.721003134796238,0.835213032581454,0.898852971845673,0.899791231732777,0.89874739039666,0.774193548387097,0.776470588235294,0.757362810896171,0.726153846153846,0.756410256410256,0.721763410413717,0.838153846153846,0.845962732919255,0.835117902489969
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163,12, low_bits_6, svd,1836,612,612,0.6,0.2,0.2, [0.86956522 0.8451087  0.85326087 0.83060109 0.8442623 ],0.82962962962963,0.840740740740741,0.906565656565657,0.926882902693788,0.918300653594771,0.92755991285403,0.840277777777778,0.96031746031746,0.837797619047619,0.866043613707165,0.965277777777778,0.831845238095238,0.908566721581549,0.928451178451178,0.906565656565657
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170,6, low_bits_5, svdn,846,282,282,0.6,0.2,0.2, [0.59411765 0.62941176 0.56470588 0.57142857 0.60119048],0.556737588652482,0.528368794326241,0.815602836879433,0.997630331753554,0.995271867612293,0.997635933806147,0.592833876221498,0.65,0.557394366197183,0.585669781931464,0.635135135135135,0.522791448164582,0.823369565217391,0.852320675105485,0.815287662302385
ensemble_model_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200,4, lab, svdn,576,192,192,0.6,0.2,0.2, [0.54310345 0.48275862 0.4137931  0.50877193 0.42982456],0.442708333333333,0.46875,0.766666666666667,0.973262032085562,0.947916666666667,0.973958333333333,0.421621621621622,0.402061855670103,0.443136190992946,0.484848484848485,0.533333333333333,0.472549019607843,0.76271186440678,0.757894736842105,0.766576234400434
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,1212,404,404,0.6,0.2,0.2, [0.67622951 0.75206612 0.68181818 0.72727273 0.68595041],0.77970297029703,0.762376237623762,0.845049504950495,0.892436974789916,0.876237623762376,0.894389438943894,0.796338672768879,0.813084112149533,0.777594687653714,0.768115942028986,0.815384615384615,0.764151637835848,0.846643802057815,0.851231527093596,0.845018748621425
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdne,16,184,200,12, low_bits_4_shifted_2, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.75543478 0.77717391 0.74043716 0.70491803 0.80327869],0.826568265682657,0.837638376383764,0.779882154882155,0.762897914379802,0.757906215921483,0.764449291166848,0.81992337164751,0.781021897810219,0.827078113084214,0.829457364341085,0.798507462686567,0.837209935722846,0.776591200341734,0.765151515151515,0.779882154882155
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166,10, low_bits_2, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.85947712 0.86184211 0.81907895 0.82565789 0.82565789],0.770491803278688,0.786885245901639,0.845959595959596,0.885139519792343,0.896189224704336,0.883705650459921,0.786026200873363,0.833333333333333,0.769747235387046,0.800875273522976,0.867298578199052,0.787815955766193,0.850977198697068,0.87962962962963,0.845959595959596
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.76356589 0.69379845 0.77131783 0.70930233 0.73046875],0.701631701631702,0.703962703962704,0.819198508853681,0.898859315589353,0.917701863354037,0.896739130434783,0.741935483870968,0.851851851851852,0.70057381324987,0.726881720430108,0.808612440191387,0.706578947368421,0.829525483304042,0.883068288119738,0.819435722518551
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170,8, low_bits_4, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.82894737 0.75221239 0.7920354  0.79646018 0.80530973],0.689655172413793,0.644562334217507,0.86373276776246,0.994671403197158,0.989399293286219,0.99469964664311,0.705289672544081,0.765027322404371,0.69179201171765,0.658163265306122,0.686170212765957,0.64467240797028,0.86579634464752,0.884738527214514,0.863865575514528
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163,12, low_bits_3, svdn,1788,596,596,0.6,0.2,0.2, [0.53072626 0.58100559 0.57821229 0.51955307 0.58707865],0.581632653061224,0.54421768707483,0.890993265993266,0.998880179171332,0.997762863534676,0.998881431767338,0.594059405940594,0.620689655172414,0.58215690812312,0.550335570469799,0.550335570469799,0.544133302476279,0.89149560117302,0.895622895622896,0.890993265993266
svm_model_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200,10, low_bits_6, svd,1386,462,462,0.6,0.2,0.2, [0.78417266 0.76978417 0.81654676 0.80072464 0.81521739],0.733766233766234,0.716450216450216,0.8004329004329,0.852037169406719,0.86002886002886,0.850649350649351,0.73661670235546,0.747826086956522,0.733826836581709,0.713347921225383,0.708695652173913,0.716416791604198,0.80154972018941,0.80745880312229,0.8004450454678
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200,8, low_bits_4, svd,1318,439,439,0.600182149362477,0.199908925318761,0.199908925318761, [0.71590909 0.76893939 0.73106061 0.73484848 0.7519084 ],0.694760820045558,0.73120728929385,0.788251366120219,0.833463643471462,0.808801213960546,0.838391502276176,0.683962264150943,0.683962264150943,0.694404039564459,0.734234234234234,0.737556561085973,0.731163601643904,0.783418723800652,0.77014652014652,0.788152970218188
ensemble_model_v2_N16_B184_E200_nb_zones_12_lab_svdne,16,184,200, zones, lab, svdne,1794,598,598,0.6,0.2,0.2, [0.85277778 0.83611111 0.8575419  0.84078212 0.89944134],0.814432989690721,0.793814432989691,0.872053872053872,0.897186147186147,0.924191750278707,0.894091415830546,0.8125,0.886363636363636,0.820540308747856,0.821428571428572,0.867924528301887,0.786234991423671,0.877022653721683,0.912457912457912,0.872053872053872
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svd,32,134,166, zones, low_bits_4_shifted_2, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.86148649 0.87162162 0.88175676 0.85810811 0.8707483 ],0.766146993318486,0.732739420935412,0.874579124579125,0.951751487111699,0.974289580514208,0.950608930987821,0.801512287334594,0.868852459016393,0.756377449020392,0.743589743589743,0.848780487804878,0.742013194722111,0.881274900398406,0.930976430976431,0.874579124579124
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166,10, low_bits_4, svdn,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.56206897 0.54482759 0.60763889 0.61458333 0.58680556],0.570815450643777,0.51931330472103,0.576599326599327,0.605691056910569,0.619113573407202,0.596952908587258,0.576271186440678,0.626728110599078,0.574408232006366,0.552,0.55421686746988,0.51673977014047,0.589052287581699,0.606902356902357,0.576599326599327
svm_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdne,40,130,170,6, low_bits_4_shifted_2, svdne,840,280,280,0.6,0.2,0.2, [0.86309524 0.83928571 0.875      0.86904762 0.8452381 ],0.767857142857143,0.721428571428571,0.827857142857143,0.887871853546911,0.923809523809524,0.883333333333333,0.741035856573705,0.7265625,0.764597039473684,0.690476190476191,0.635036496350365,0.719616150273085,0.824981844589688,0.829197080291971,0.827885253432699
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svd,26,174,200, zones, low_bits_4_shifted_2, svd,832,277,277,0.6002886002886,0.1998556998557,0.1998556998557, [0.80952381 0.85542169 0.80722892 0.79518072 0.88554217],0.703971119133574,0.750902527075812,0.869408369408369,0.96437054631829,0.975961538461538,0.963942307692308,0.705035971223021,0.695035460992908,0.704135377555277,0.752688172043011,0.73943661971831,0.751199791340637,0.870621872766261,0.871244635193133,0.869392332152607
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svdn,26,174,200, zones, lab, svdn,714,238,238,0.6,0.2,0.2, [0.52083333 0.54861111 0.52816901 0.52112676 0.55633803],0.512605042016807,0.457983193277311,0.783193277310924,0.981715893108298,0.977591036414566,0.981792717086835,0.495652173913043,0.478991596638655,0.512605042016807,0.451063829787234,0.420634920634921,0.46031746031746,0.780612244897959,0.762458471760797,0.78344012023414
ensemble_model_v2_N8_B192_E200_nb_zones_12_low_bits_2_svdne,8,192,200, zones, low_bits_2, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.68888889 0.69722222 0.73055556 0.73463687 0.73463687],0.662068965517241,0.696551724137931,0.81986531986532,0.865704772475028,0.868596881959911,0.865256124721604,0.657342657342657,0.661971830985916,0.662066996574039,0.706666666666667,0.716216216216216,0.696136277122193,0.820770519262982,0.824915824915825,0.81986531986532
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.55357143 0.53571429 0.53571429 0.5        0.56024096],0.561151079136691,0.514388489208633,0.809626436781609,0.990453460620525,0.992822966507177,0.990430622009569,0.567375886524823,0.625,0.565833333333333,0.568690095846645,0.597315436241611,0.507960043702201,0.815073272854152,0.840287769784173,0.809670427216333
svm_model_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200,4, lab, svdne,618,206,206,0.6,0.2,0.2, [0.93548387 0.9516129  0.91935484 0.91129032 0.89344262],0.810679611650485,0.820388349514563,0.887378640776699,0.938271604938272,0.983818770226537,0.935275080906149,0.8,0.866666666666667,0.816954022988506,0.829493087557604,0.87378640776699,0.820388349514563,0.890566037735849,0.940239043824701,0.888680127972957
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170,8, low_bits_6, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.87394958 0.90336134 0.81355932 0.86440678 0.85169492],0.8248730964467,0.807106598984772,0.85395537525355,0.879120879120879,0.878378378378378,0.879222972972973,0.827930174563591,0.851282051282051,0.825138513078212,0.816425120772947,0.849246231155779,0.806674397629172,0.855855855855856,0.867139959432049,0.85395537525355
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_3_svdne,4,196,200, zones, low_bits_3, svdne,1878,626,626,0.6,0.2,0.2, [0.72606383 0.76329787 0.72074468 0.68351064 0.7486631 ],0.746987951807229,0.738955823293173,0.831228956228956,0.855172413793103,0.858359957401491,0.854632587859425,0.752941176470588,0.827586206896552,0.75213896810993,0.779661016949153,0.864661654135338,0.729744620171117,0.835318275154004,0.856060606060606,0.831228956228956
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.76470588 0.82679739 0.76797386 0.79276316 0.73355263],0.762352941176471,0.795294117647059,0.848905723905724,0.887573964497041,0.884665792922674,0.887942332896461,0.75544794188862,0.753623188405797,0.76213269512033,0.803611738148984,0.81651376146789,0.794730310685636,0.848969289019773,0.849326599326599,0.848905723905724
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,1284,428,428,0.6,0.2,0.2, [0.53488372 0.54651163 0.51953125 0.5        0.546875  ],0.544392523364486,0.542056074766355,0.80981308411215,0.9875,0.984423676012461,0.987538940809969,0.551724137931034,0.558139534883721,0.544327983404302,0.564444444444445,0.599056603773585,0.542583857442348,0.812009237875289,0.822263797942002,0.809824709428517
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svd,40,130,170, zones, lab, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.88435374 0.88095238 0.83673469 0.90410959 0.8869863 ],0.876923076923077,0.841758241758242,0.906565656565657,0.935261707988981,0.926330150068213,0.935879945429741,0.888888888888889,0.96137339055794,0.874830839423114,0.853658536585366,0.945945945945946,0.844217608166106,0.909313725490196,0.936868686868687,0.906565656565657
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166,10, low_bits_6, svdn,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.5890411  0.56849315 0.55136986 0.59589041 0.59931507],0.541484716157205,0.508733624454148,0.55976430976431,0.690632911392405,0.934246575342466,0.581506849315069,0.648829431438127,0.866071428571429,0.54842032967033,0.63884430176565,0.85042735042735,0.501106532356532,0.672715894868586,0.904882154882155,0.55976430976431
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,1134,378,378,0.6,0.2,0.2, [0.73245614 0.72807018 0.75663717 0.75221239 0.69911504],0.661375661375661,0.714285714285714,0.843915343915344,0.94829097283085,0.954144620811288,0.947971781305115,0.692307692307692,0.738461538461539,0.658848255569567,0.725888324873096,0.764705882352941,0.714813674160764,0.848795489492568,0.872497365648051,0.84379384754241
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdne,40,130,170,6, low_bits_4_shifted_2, svdne,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.86956522 0.85326087 0.91304348 0.90659341 0.87362637],0.757377049180328,0.685245901639344,0.879423328964613,0.984649122807017,0.980349344978166,0.98471615720524,0.762820512820513,0.832167832167832,0.761762928429595,0.69811320754717,0.75,0.687101910828025,0.880674448767834,0.906542056074766,0.87991195467831
ensemble_model_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200,4, lab, svdne,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.81343284 0.88059701 0.85820896 0.86567164 0.86363636],0.806306306306306,0.837837837837838,0.899280575539568,0.949308755760369,0.925149700598802,0.95059880239521,0.817021276595745,0.793388429752066,0.807585303984944,0.828571428571429,0.813084112149533,0.836976838683462,0.897810218978102,0.875444839857651,0.899540601747007
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,1094,364,364,0.600439077936334,0.199780461031833,0.199780461031833, [0.8        0.79545455 0.77981651 0.76605505 0.79816514],0.651098901098901,0.714285714285714,0.871569703622393,0.997250229147571,0.994515539305302,0.997257769652651,0.673521850899743,0.770588235294118,0.658489993935719,0.74384236453202,0.816216216216216,0.712577381851125,0.87592788971368,0.915742793791574,0.872001831678396
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170,10, low_bits_3, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.83881579 0.85855263 0.83223684 0.81907895 0.82236842],0.775700934579439,0.768691588785047,0.815656565656566,0.846687697160883,0.882894736842105,0.840131578947369,0.775700934579439,0.772093023255814,0.775717873130254,0.76144578313253,0.741784037558686,0.768566437383994,0.819604612850082,0.837542087542088,0.815656565656566
svm_model_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200,8, low_bits_5, svdne,1280,426,426,0.600375234521576,0.199812382739212,0.199812382739212, [0.78125    0.7890625  0.734375   0.71875    0.77734375],0.71830985915493,0.697183098591549,0.74906191369606,0.770465489566613,0.75,0.7765625,0.701492537313433,0.661971830985916,0.71830985915493,0.679900744416873,0.655502392344498,0.696414790642295,0.739151633349586,0.713747645951036,0.748929897741873
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166,12, low_bits_3, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.82786885 0.79508197 0.77868852 0.77595628 0.82142857],0.813868613138686,0.857664233576642,0.827020202020202,0.827140549273021,0.840262582056893,0.824398249452954,0.806083650190114,0.741258741258741,0.817194256125554,0.844621513944223,0.809160305343511,0.855629103720707,0.826655419654154,0.824915824915825,0.827020202020202
svm_model_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170,6, low_bits_5, svdne,852,284,284,0.6,0.2,0.2, [0.94186047 0.88823529 0.92941176 0.92352941 0.87647059],0.704225352112676,0.795774647887324,0.854225352112676,0.920634920634921,0.884976525821596,0.923708920187793,0.681818181818182,0.647482014388489,0.703051352021831,0.794326241134752,0.73202614379085,0.801127575712219,0.848351648351648,0.806406685236769,0.854770294185336
svm_model_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200,12, low_bits_2, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.65833333 0.61666667 0.60833333 0.7        0.63128492],0.664359861591695,0.636678200692042,0.657828282828283,0.659988870339455,0.659621802002224,0.660177975528365,0.642066420664207,0.608391608391608,0.663784845291695,0.626334519572954,0.602739726027397,0.637034198678034,0.65389527458493,0.646464646464646,0.657828282828283
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdne,26,174,200,6, low_bits_4_shifted_2, svdne,1002,334,334,0.6,0.2,0.2, [0.82178218 0.84       0.77       0.78       0.79      ],0.673652694610778,0.694610778443114,0.780838323353293,0.843592330978809,0.834331337325349,0.845309381237525,0.670694864048338,0.664670658682635,0.673652694610779,0.685185185185185,0.664670658682635,0.694610778443114,0.777642770352369,0.766467065868264,0.780838323353293
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166,10, low_bits_5, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.57638889 0.56293706 0.56993007 0.61888112 0.61188811],0.466101694915254,0.457627118644068,0.547558922558923,0.686567164179104,0.86731843575419,0.604050279329609,0.597444089456869,0.789029535864979,0.464727533889936,0.59748427672956,0.808510638297872,0.459107639824042,0.649951155975252,0.84006734006734,0.547558922558923
ensemble_model_v2_N26_B174_E200_nb_zones_4_lab_svdne,26,174,200, zones, lab, svdne,600,200,200,0.6,0.2,0.2, [0.90833333 0.86666667 0.925      0.96666667 0.9       ],0.82,0.89,0.927,0.975206611570248,0.983333333333333,0.975,0.846153846153846,0.908256880733945,0.81127129750983,0.895238095238095,0.930693069306931,0.88958895889589,0.930409914204004,0.956862745098039,0.926390556222489
svm_model_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166,12, lab, svdn,1866,622,622,0.6,0.2,0.2, [0.55614973 0.57219251 0.52139037 0.54301075 0.58333333],0.56078431372549,0.607843137254902,0.566498316498316,0.579218106995885,0.603429796355841,0.561629153269025,0.605633802816901,0.632352941176471,0.555672268907563,0.609375,0.65546218487395,0.610819327731092,0.585346215780998,0.611952861952862,0.566498316498316
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svd,26,137,163, zones, low_bits_5, svd,1664,554,554,0.6002886002886,0.1998556998557,0.1998556998557, [0.91017964 0.89221557 0.9246988  0.87349398 0.86445783],0.705056179775281,0.735955056179775,0.88510101010101,0.955635491606715,0.957932692307692,0.955528846153846,0.736842105263158,0.854651162790698,0.709934277047523,0.776190476190476,0.885869565217391,0.730725480283114,0.890229191797346,0.931818181818182,0.88510101010101
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,1518,506,506,0.6,0.2,0.2, [0.83223684 0.80263158 0.85197368 0.875      0.86092715],0.766899766899767,0.769230769230769,0.85479797979798,0.904699738903394,0.91304347826087,0.903820816864295,0.789029535864979,0.81304347826087,0.763305658728425,0.764845605700713,0.809045226130653,0.771913917413153,0.857849196538937,0.876262626262626,0.85479797979798
svm_model_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200,10, low_bits_2, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.77124183 0.76143791 0.76797386 0.77302632 0.74671053],0.724705882352941,0.767058823529412,0.765993265993266,0.783989834815756,0.808650065530799,0.777195281782438,0.711111111111111,0.63716814159292,0.730644372303998,0.744186046511628,0.723618090452261,0.764463912482768,0.765004226542688,0.761784511784512,0.765993265993266
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svd,26,137,163, zones, low_bits_4, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.76243094 0.82596685 0.80662983 0.78176796 0.775     ],0.711267605633803,0.735915492957747,0.88510101010101,0.935911602209945,0.936946902654867,0.935840707964602,0.738853503184713,0.865671641791045,0.719502487562189,0.772036474164134,0.846666666666667,0.729303482587065,0.888707704851202,0.917508417508418,0.88510101010101
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200,10, low_bits_6, svd,1506,502,502,0.6,0.2,0.2, [0.80463576 0.79801325 0.76821192 0.81333333 0.81      ],0.783908045977011,0.724137931034483,0.838383838383838,0.89171974522293,0.929614873837981,0.887118193891102,0.8,0.835555555555556,0.782063492063492,0.741379310344828,0.819047619047619,0.727301587301587,0.846645367412141,0.892255892255892,0.838383838383838
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_4_shifted_2_svdne,40,130,170, zones, low_bits_4_shifted_2, svdne,900,300,300,0.6,0.2,0.2, [0.86111111 0.9        0.88333333 0.89444444 0.9       ],0.67,0.713333333333333,0.852,0.95947426067908,0.973333333333333,0.958888888888889,0.711370262390671,0.824324324324324,0.672030583214794,0.754285714285714,0.868421052631579,0.711237553342816,0.861768368617684,0.922666666666667,0.852
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdne,16,184,200,12, low_bits_4_shifted_2, svdne,1818,606,606,0.6,0.2,0.2, [0.78571429 0.72527473 0.75824176 0.74450549 0.77624309],0.767025089605735,0.745519713261649,0.862373737373737,0.895227646736149,0.897689768976898,0.894939493949395,0.778156996587031,0.802816901408451,0.76637195435386,0.749116607773852,0.773722627737226,0.746016243446078,0.863693205502293,0.872053872053872,0.862373737373737
svm_model_N26_B174_E200_nb_zones_6_lab_svd,26,174,200,6, lab, svd,858,286,286,0.6,0.2,0.2, [0.84302326 0.84883721 0.84883721 0.84302326 0.83529412],0.79020979020979,0.793706293706294,0.872027972027972,0.929359823399558,0.981351981351981,0.925407925407925,0.8125,0.855263157894737,0.785840534171249,0.811501597444089,0.858108108108108,0.791372894633764,0.881091617933723,0.930041152263374,0.870869363578192
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdne,26,174,200,6, low_bits_4_shifted_2, svdne,948,316,316,0.6,0.2,0.2, [0.86315789 0.85263158 0.87368421 0.86315789 0.84574468],0.693037974683544,0.664556962025316,0.828481012658228,0.927813163481953,0.921940928270042,0.928270042194093,0.67986798679868,0.628048780487805,0.695603337612323,0.618705035971223,0.589041095890411,0.659226430298147,0.822061720288903,0.798469387755102,0.828254794380064
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170,8, low_bits_6, svd,1116,372,372,0.6,0.2,0.2, [0.88839286 0.88839286 0.86160714 0.89189189 0.85135135],0.817204301075269,0.836021505376344,0.904301075268817,0.955575702629193,0.944444444444444,0.956093189964158,0.842592592592593,0.896551724137931,0.809222607631096,0.828169014084507,0.875,0.839460784313726,0.905820105820106,0.921420882669537,0.90431946389116
svm_model_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170,8, low_bits_2, svdne,1174,391,391,0.600204498977505,0.199897750511247,0.199897750511247, [0.86016949 0.86440678 0.81623932 0.88034188 0.83333333],0.762148337595908,0.746803069053708,0.818507157464213,0.866938775510204,0.904599659284498,0.861158432708688,0.738028169014085,0.693121693121693,0.75992718319451,0.725761772853186,0.635922330097087,0.753096300183679,0.817104585265327,0.807535641547861,0.818552215024444
svm_model_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200,8, low_bits_4, svdne,1082,360,360,0.600443951165372,0.199778024417314,0.199778024417314, [0.78899083 0.75       0.70833333 0.82407407 0.75925926],0.697222222222222,0.730555555555555,0.748612652608213,0.778871978513876,0.804066543438078,0.771719038817005,0.651757188498402,0.633540372670807,0.691142045631886,0.722063037249284,0.649484536082474,0.737392870450876,0.745362563237774,0.739955357142857,0.74856487503942
ensemble_model_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170,6, low_bits_5, svdne,976,325,325,0.600246002460025,0.199876998769988,0.199876998769988, [0.89795918 0.90306122 0.89795918 0.89690722 0.90721649],0.787692307692308,0.784615384615385,0.890528905289053,0.960081883316274,0.961065573770492,0.960040983606557,0.797653958944282,0.87741935483871,0.791650853889943,0.789156626506024,0.803680981595092,0.784556540180262,0.892121212121212,0.913151364764268,0.890722023845548
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svd,26,137,163, zones, low_bits_6, svd,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.825      0.81564246 0.81564246 0.84078212 0.83798883],0.88013698630137,0.863013698630137,0.90530303030303,0.916943521594684,0.924107142857143,0.916294642857143,0.878048780487805,0.881118881118881,0.880156755995682,0.862068965517241,0.838926174496644,0.863519031304266,0.905581200167856,0.908249158249158,0.90530303030303
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200,8, low_bits_5, svdne,1216,405,405,0.600197433366239,0.199901283316881,0.199901283316881, [0.75819672 0.77868852 0.76639344 0.76859504 0.72727273],0.733333333333333,0.765432098765432,0.83218163869694,0.892717306186374,0.9375,0.887335526315789,0.727272727272727,0.716417910447761,0.733208955223881,0.760705289672544,0.778350515463918,0.765952508916793,0.835748792270532,0.862412761714855,0.832477153095942
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163,12, low_bits_2, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.53370787 0.49152542 0.52824859 0.49717514 0.46892655],0.52317880794702,0.493377483443709,0.875,1,1,1,0.538461538461538,0.541935483870968,0.522668422207593,0.504854368932039,0.530612244897959,0.494338380513496,0.875888006686168,0.882154882154882,0.875
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166,10, low_bits_4, svdn,1344,448,448,0.6,0.2,0.2, [0.58888889 0.5962963  0.56716418 0.59328358 0.57835821],0.551339285714286,0.613839285714286,0.808482142857143,0.958924570575056,0.955357142857143,0.959077380952381,0.513317191283293,0.43801652892562,0.561241274171548,0.538666666666667,0.47867298578199,0.606425100485932,0.798307475317349,0.754666666666667,0.808723467862481
ensemble_model_N26_B174_E200_nb_zones_6_lab_svd,26,174,200,6, lab, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.9127907  0.84883721 0.90116279 0.91860465 0.9127907 ],0.846153846153846,0.856643356643357,0.891061452513966,0.919042189281642,0.937209302325581,0.917441860465116,0.865030674846626,0.959183673469388,0.842901189252679,0.873846153846154,0.959459459459459,0.852918135526831,0.897905759162304,0.946206896551724,0.890359459591279
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdn,32,134,166,10, low_bits_4_shifted_2, svdn,1494,498,498,0.6,0.2,0.2, [0.59333333 0.60333333 0.60067114 0.5704698  0.56375839],0.587301587301587,0.580498866213152,0.593434343434343,0.640671865626875,0.714859437751004,0.599062918340027,0.641732283464567,0.737556561085973,0.586960098724805,0.652908067542214,0.790909090909091,0.580974907445496,0.64327917282127,0.733164983164983,0.593434343434343
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_shifted_2_svdne,26,174,200, zones, low_bits_4_shifted_2, svdne,900,300,300,0.6,0.2,0.2, [0.83888889 0.77222222 0.83888889 0.84444444 0.83333333],0.746666666666667,0.703333333333333,0.846,0.925675675675675,0.913333333333333,0.926666666666666,0.765432098765432,0.81578947368421,0.745732574679943,0.710097719869707,0.741496598639456,0.704081632653061,0.847926267281106,0.85981308411215,0.846018392921587
svm_model_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200,10, low_bits_3, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.76774194 0.76129032 0.78709677 0.79220779 0.77272727],0.732530120481928,0.751807228915663,0.768939393939394,0.78539397821909,0.793014230271669,0.783311772315653,0.723192019950125,0.683962264150943,0.733606747839019,0.744416873449131,0.738916256157635,0.751533599776931,0.767864693446089,0.764309764309764,0.768939393939394
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170,8, low_bits_4, svdn,1176,392,392,0.6,0.2,0.2, [0.55508475 0.58898305 0.59322034 0.60683761 0.59401709],0.530612244897959,0.512755102040816,0.61734693877551,0.708624708624709,0.775510204081633,0.681122448979592,0.535353535353535,0.557894736842105,0.531422615945805,0.533007334963325,0.519047619047619,0.512271062271062,0.641491395793499,0.67914979757085,0.616838273271022
ensemble_model_v2_N40_B130_E170_nb_zones_6_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,944,314,314,0.600508905852417,0.199745547073791,0.199745547073791, [0.93157895 0.90526316 0.91489362 0.89361702 0.90957447],0.74203821656051,0.735668789808917,0.871501272264631,0.958874458874459,0.938559322033898,0.959745762711864,0.753799392097264,0.8,0.742767295597484,0.764872521246459,0.838509316770186,0.732980148581172,0.874221668742217,0.890862944162437,0.871451880244483
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svd,26,174,200, zones, lab, svd,766,255,255,0.600313479623824,0.199843260188088,0.199843260188088, [0.88311688 0.81818182 0.87662338 0.82894737 0.85526316],0.83921568627451,0.776470588235294,0.893416927899687,0.951898734177215,0.981723237597911,0.950391644908616,0.817777777777778,0.766666666666667,0.835185185185185,0.778210116731518,0.709219858156028,0.784434490481523,0.893081761006289,0.881987577639752,0.893525434389496
ensemble_model_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200,8, low_bits_4, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.7008547  0.65811966 0.6965812  0.73275862 0.75431034],0.706185567010309,0.757731958762887,0.814624098867147,0.871838111298482,0.886792452830189,0.869639794168096,0.740909090909091,0.84020618556701,0.706185567010309,0.787330316742081,0.87,0.754148936170213,0.825918762088975,0.87410440122825,0.814254273152985
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200,10, low_bits_2, svd,1422,474,474,0.6,0.2,0.2, [0.74475524 0.72887324 0.71478873 0.77464789 0.73943662],0.827004219409283,0.767932489451477,0.830801687763713,0.854760250173732,0.864978902953586,0.853023909985935,0.825531914893617,0.836206896551724,0.827194357366771,0.771784232365145,0.765432098765432,0.767997434664101,0.832287745713091,0.838954468802698,0.830794801968917
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170,8, low_bits_2, svdne,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.81363636 0.85454545 0.82727273 0.80454545 0.82727273],0.786885245901639,0.786885245901639,0.845524017467249,0.886302596239928,0.9,0.884545454545454,0.784530386740332,0.784530386740332,0.78685978796476,0.785714285714286,0.768817204301075,0.787186379928315,0.846446011937059,0.850599781897492,0.845518470183719
svm_model_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170,10, lab, svdn,1388,462,462,0.600346020761246,0.199826989619377,0.199826989619377, [0.63309353 0.60071942 0.60431655 0.61510791 0.60144928],0.54978354978355,0.573593073593073,0.592560553633218,0.648330058939096,0.713256484149856,0.613112391930836,0.585657370517928,0.625531914893617,0.548448776830068,0.595482546201232,0.627705627705628,0.573593073593073,0.625596184419714,0.678448275862069,0.592262332375479
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,1554,518,518,0.6,0.2,0.2, [0.7724359  0.81730769 0.77741935 0.82258065 0.72903226],0.790754257907543,0.727493917274939,0.851010101010101,0.8996138996139,0.8996138996139,0.8996138996139,0.805429864253394,0.864077669902913,0.79057542031731,0.76271186440678,0.878048780487805,0.727859341700213,0.856564019448947,0.88973063973064,0.851010101010101
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.90707965 0.8539823  0.88053097 0.89823009 0.84070796],0.808510638297872,0.824468085106383,0.892667375132837,0.942342342342342,0.925663716814159,0.943362831858407,0.827751196172249,0.940217391304348,0.811254528985507,0.836633663366337,0.923497267759563,0.827033607973046,0.895445134575569,0.928111587982833,0.893003162412469
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,1270,423,423,0.600189035916824,0.199905482041588,0.199905482041588, [0.72834646 0.74409449 0.69685039 0.77165354 0.7480315 ],0.75177304964539,0.763593380614657,0.830812854442344,0.882398155265181,0.903937007874016,0.879527559055118,0.769230769230769,0.829383886255924,0.751956094071358,0.781659388646288,0.860576923076923,0.765172182468694,0.838301716350497,0.88045540796964,0.830999832045083
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svd,40,130,170,8, low_bits_4_shifted_2, svd,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.89430894 0.88211382 0.92276423 0.86178862 0.8852459 ],0.76039119804401,0.71638141809291,0.865591397849462,0.950687146321746,0.957654723127036,0.950325732899023,0.793248945147679,0.882629107981221,0.755090064194692,0.73394495412844,0.829015544041451,0.722378142391096,0.871914299021891,0.917647058823529,0.865743607384474
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170,10, low_bits_3, svd,1482,494,494,0.6,0.2,0.2, [0.79865772 0.78716216 0.77027027 0.81756757 0.80405405],0.847874720357942,0.854586129753915,0.844276094276094,0.844793713163065,0.870445344129555,0.840080971659919,0.838862559241706,0.819444444444444,0.846951659451659,0.854586129753915,0.826839826839827,0.855549543049543,0.845575959933222,0.852693602693603,0.844276094276094
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166,10, low_bits_6, svdn,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.5        0.57189542 0.58169935 0.53947368 0.47368421],0.567058823529412,0.555294117647059,0.83543771043771,0.988063660477454,0.976408912188729,0.988204456094364,0.624489795918367,0.728571428571429,0.568936877076412,0.600422832980972,0.66046511627907,0.554042081949059,0.841764467826791,0.875420875420875,0.83543771043771
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166,10, low_bits_5, svdn,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.56849315 0.62328767 0.60273973 0.5862069  0.58965517],0.473913043478261,0.482608695652174,0.771464646464646,0.956036287508723,0.940934065934066,0.956730769230769,0.5,0.535398230088496,0.474964072309205,0.512295081967213,0.534188034188034,0.481695787005522,0.774220374220374,0.783670033670034,0.771464646464646
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svdn,26,137,163, zones, low_bits_3, svdn,1928,642,642,0.600249066002491,0.199875466998755,0.199875466998755, [0.56735751 0.54663212 0.49481865 0.54145078 0.57552083],0.544642857142857,0.558035714285714,0.882996632996633,0.959749085206482,0.952282157676348,0.9600622406639,0.552631578947368,0.547826086956522,0.544555245313123,0.556053811659193,0.568807339449541,0.558316713203032,0.882402707275804,0.877946127946128,0.882996632996633
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200,12, low_bits_2, svd,1818,606,606,0.6,0.2,0.2, [0.65384615 0.65934066 0.63736264 0.6978022  0.62707182],0.6415770609319,0.681003584229391,0.817760942760943,0.865638766519824,0.864686468646865,0.865786578657866,0.635036496350365,0.608391608391608,0.642431098313451,0.685512367491166,0.713235294117647,0.681792472233649,0.817530552043826,0.816498316498316,0.817760942760943
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_shifted_2_svdne,16,184,200, zones, low_bits_4_shifted_2, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.7798913  0.81147541 0.80601093 0.81147541 0.82513661],0.647058823529412,0.650735294117647,0.826599326599327,0.877426511369939,0.86353711790393,0.879366812227074,0.664335664335664,0.725190839694657,0.64982946240052,0.684385382059801,0.730496453900709,0.647690975041958,0.827615062761506,0.832491582491583,0.826599326599327
svm_model_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200,6, lab, svdn,942,314,314,0.6,0.2,0.2, [0.52105263 0.46276596 0.4787234  0.56914894 0.53191489],0.496815286624204,0.519108280254777,0.598089171974522,0.678642714570858,0.721868365180467,0.658174097664543,0.548571428571429,0.585365853658537,0.492682926829268,0.564841498559078,0.573099415204678,0.513822434875066,0.628605061801059,0.662531017369727,0.596317864705806
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166,12, low_bits_3, svd,1842,614,614,0.6,0.2,0.2, [0.87027027 0.83967391 0.85326087 0.8451087  0.86141304],0.805243445692884,0.756554307116105,0.871212121212121,0.89973474801061,0.920738327904452,0.897394136807817,0.818181818181818,0.835714285714286,0.803683914510686,0.754716981132076,0.78740157480315,0.757986501687289,0.874384236453202,0.896464646464647,0.871212121212121
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svd,26,174,200,8, low_bits_4_shifted_2, svd,1328,442,442,0.600361663652803,0.199819168173599,0.199819168173599, [0.78571429 0.81578947 0.78195489 0.81203008 0.79545455],0.723981900452489,0.728506787330317,0.782097649186257,0.829302987197724,0.878012048192771,0.819277108433735,0.700980392156863,0.674528301886793,0.722046759639048,0.727272727272727,0.698689956331878,0.729626668306784,0.786157941437444,0.801809954751131,0.78211545614702
ensemble_model_v2_N16_B184_E200_nb_zones_8_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,1186,395,395,0.600202429149798,0.199898785425101,0.199898785425101, [0.75630252 0.73529412 0.65966387 0.67372881 0.70338983],0.718987341772152,0.741772151898734,0.836538461538462,0.90983606557377,0.935919055649241,0.907251264755481,0.725925925925926,0.75,0.719221105527638,0.738461538461539,0.738461538461539,0.741730769230769,0.83970223325062,0.859756097560976,0.836632081038552
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166,12, low_bits_2, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.83522727 0.82954545 0.82102273 0.83142857 0.88571429],0.748387096774194,0.783870967741935,0.862373737373737,0.897406989853439,0.906605922551253,0.896355353075171,0.74,0.725490196078431,0.748095416510553,0.772881355932203,0.726114649681529,0.784625952291745,0.86196707471507,0.859427609427609,0.862373737373737
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200,10, low_bits_3, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.83333333 0.82666667 0.80666667 0.80872483 0.7852349 ],0.7,0.709090909090909,0.810606060606061,0.873333333333333,0.875668449197861,0.872994652406417,0.691588785046729,0.654867256637168,0.701265404019519,0.68780487804878,0.658878504672897,0.707757836407245,0.807527801539778,0.794612794612795,0.810606060606061
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170,8, low_bits_5, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.884      0.904      0.84677419 0.91935484 0.89919355],0.758454106280193,0.794685990338164,0.866795366795367,0.923206751054852,0.879421221864952,0.926848874598071,0.758454106280193,0.730232558139535,0.759588640878813,0.790123456790123,0.784313725490196,0.79453781512605,0.862275449101796,0.829971181556196,0.866973951592841
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,1254,418,418,0.6,0.2,0.2, [0.88095238 0.85714286 0.836      0.8        0.828     ],0.782296650717703,0.794258373205742,0.861722488038278,0.915151515151515,0.963317384370016,0.910685805422647,0.774193548387097,0.78391959798995,0.782370757899084,0.800925925925926,0.797235023041474,0.794139899580439,0.865893271461717,0.894534995206136,0.861785167135064
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.71276596 0.72340426 0.80141844 0.75       0.76428571],0.743589743589744,0.745726495726496,0.818958155422716,0.868887313961729,0.871977240398293,0.868421052631579,0.734513274336283,0.703389830508475,0.743936294564582,0.723897911832947,0.681222707423581,0.744377044088359,0.815170008718396,0.800513698630137,0.818911023079975
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.59440559 0.55944056 0.47202797 0.5528169  0.55985915],0.517894736842105,0.543157894736842,0.788299663299663,0.959943780744905,0.957924263674614,0.960028050490883,0.521920668058455,0.541125541125541,0.518513590234902,0.548856548856549,0.540983606557377,0.543219076005961,0.788921527486362,0.791245791245791,0.788299663299663
ensemble_model_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166,12, lab, svdn,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.52601156 0.56069364 0.55813953 0.52034884 0.54360465],0.561349693251534,0.530674846625767,0.875420875420875,1,1,1,0.578171091445428,0.583333333333333,0.560654008438819,0.548672566371682,0.588607594936709,0.532399035563593,0.87676935886761,0.886363636363636,0.875420875420875
svm_model_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200,10, low_bits_5, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.78947368 0.82565789 0.84539474 0.78807947 0.76821192],0.653488372093023,0.706976744186046,0.759680134680135,0.803713527851459,0.799472295514512,0.804749340369393,0.628428927680798,0.591549295774648,0.652917505030181,0.712328767123288,0.71889400921659,0.706864844983882,0.756710694503622,0.747474747474748,0.759680134680135
ensemble_model_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200,6, lab, svdn,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.51265823 0.5        0.55063291 0.47468354 0.53164557],0.479087452471483,0.501901140684411,0.796352583586626,1,1,1,0.458498023715415,0.449612403100775,0.47853754483397,0.46530612244898,0.448818897637795,0.500144742936545,0.791925465838509,0.783410138248848,0.796216347319912
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svd,40,130,170,8, low_bits_4_shifted_2, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.83333333 0.856      0.876      0.892      0.84      ],0.743405275779377,0.762589928057554,0.86097794822627,0.933438985736926,0.940894568690096,0.932907348242812,0.78118609406953,0.900943396226415,0.740715600552232,0.789808917197452,0.894230769230769,0.762904858299595,0.86948694869487,0.923518164435946,0.860797543756435
svm_model_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200,10, low_bits_6, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.77152318 0.7615894  0.75333333 0.78       0.76333333],0.80045871559633,0.834862385321101,0.785353535353535,0.755741127348643,0.722074468085106,0.766622340425532,0.799076212471132,0.819905213270142,0.801063717746182,0.835616438356164,0.813333333333333,0.835576619273302,0.779029462738301,0.756734006734007,0.785353535353536
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170,8, low_bits_6, svdn,1158,386,386,0.6,0.2,0.2, [0.58189655 0.55172414 0.54310345 0.55603448 0.56521739],0.551813471502591,0.538860103626943,0.557512953367876,0.684243565599498,0.941278065630397,0.565630397236615,0.667946257197697,0.852941176470588,0.533613445378151,0.627615062761506,0.87719298245614,0.573480212158303,0.670524691358025,0.910901467505241,0.561495815719834
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdn,32,134,166,10, low_bits_4_shifted_2, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.63793103 0.63541667 0.62152778 0.58333333 0.63541667],0.595289079229122,0.554603854389722,0.808922558922559,0.960278745644599,0.955617198335645,0.960471567267684,0.638623326959847,0.704641350210971,0.593625022931572,0.601532567049808,0.682608695652174,0.556494221243808,0.816935483870968,0.852693602693603,0.808922558922559
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170,8, low_bits_4, svdn,1334,444,444,0.6003600360036,0.1998199819982,0.1998199819982, [0.54850746 0.61940299 0.60526316 0.61654135 0.64661654],0.565315315315315,0.637387387387387,0.8001800180018,0.931818181818182,0.922038980509745,0.932533733133433,0.61010101010101,0.650862068965517,0.561280091086532,0.653763440860215,0.687782805429864,0.637613375809103,0.805263157894737,0.819642857142857,0.800021065595022
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163,12, low_bits_4, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.59392265 0.5718232  0.55833333 0.58333333 0.54444444],0.524475524475524,0.527972027972028,0.587542087542088,0.598300283286119,0.585365853658537,0.606984478935699,0.503649635036496,0.496402877697842,0.523711642930553,0.548494983277592,0.557823129251701,0.527113003474771,0.580838323353293,0.571548821548822,0.587542087542088
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163,12, low_bits_5, svdn,1824,608,608,0.6,0.2,0.2, [0.57103825 0.53005464 0.56043956 0.49175824 0.54120879],0.561594202898551,0.532608695652174,0.546717171717172,0.641525791070654,0.81140350877193,0.546600877192982,0.673854447439353,0.892857142857143,0.55672268907563,0.638655462184874,0.838235294117647,0.536974789915966,0.645140032948929,0.824074074074074,0.546717171717172
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svd,26,174,200,8, low_bits_4_shifted_2, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.80991736 0.7875     0.8        0.76666667 0.7875    ],0.7425,0.695,0.830669330669331,0.905,0.903494176372712,0.905158069883527,0.765375854214123,0.8,0.739473684210526,0.708133971291866,0.755102040816326,0.696178471388555,0.835196888672824,0.853028798411122,0.830534499708074
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,1470,490,490,0.6,0.2,0.2, [0.81632653 0.83333333 0.82312925 0.80612245 0.83673469],0.812362030905077,0.783664459161148,0.867424242424242,0.910931174089069,0.918367346938775,0.910204081632653,0.803695150115473,0.794520547945205,0.811790188502517,0.791489361702128,0.794871794871795,0.783280646294345,0.867924528301887,0.871212121212121,0.867424242424242
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.75666667 0.74333333 0.75       0.8        0.75838926],0.79498861047836,0.799544419134396,0.858585858585859,0.892953929539295,0.879839786381842,0.894526034712951,0.778325123152709,0.741784037558686,0.793458390460759,0.805309734513274,0.805309734513274,0.799368482280111,0.856041131105398,0.840909090909091,0.858585858585859
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200,10, low_bits_4, svd,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.78896104 0.75324675 0.80194805 0.80194805 0.78246753],0.614832535885167,0.631578947368421,0.72979797979798,0.786134728580772,0.78051948051948,0.787662337662338,0.617577197149644,0.613207547169811,0.614856200769372,0.633333333333333,0.645631067961165,0.631777798131526,0.729113924050633,0.727272727272727,0.72979797979798
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svdn,26,174,200, zones, lab, svdn,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.52197802 0.53296703 0.51648352 0.49450549 0.53296703],0.495049504950495,0.551155115511551,0.803430079155673,0.990142387732749,0.993406593406593,0.99010989010989,0.526315789473684,0.491329479768786,0.495664739884393,0.537414965986395,0.548611111111111,0.551035115303983,0.805228758169934,0.797927461139896,0.803533623043066
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svdn,26,137,163, zones, low_bits_2, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.50549451 0.5521978  0.49447514 0.48342541 0.51381215],0.533807829181495,0.537366548042705,0.876683501683502,0.982359426681367,0.982359426681367,0.982359426681367,0.552901023890785,0.591240875912409,0.535203771289538,0.56953642384106,0.597222222222222,0.535837388483374,0.878372768783728,0.890572390572391,0.876683501683502
ensemble_model_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170,10, lab, svdn,1452,484,484,0.6,0.2,0.2, [0.51712329 0.54827586 0.54482759 0.54137931 0.55862069],0.532467532467532,0.564935064935065,0.82449494949495,1,1,1,0.530434782608696,0.491935483870968,0.535687368103708,0.531468531468531,0.532710280373832,0.562726107928851,0.821870995301153,0.80976430976431,0.824494949494949
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,1376,458,458,0.600349040139616,0.199825479930192,0.199825479930192, [0.52536232 0.57608696 0.50362319 0.48175182 0.5       ],0.508733624454148,0.528384279475983,0.800174520069808,0.98761835396941,0.98546511627907,0.987645348837209,0.501108647450111,0.513636363636364,0.508919022154316,0.542372881355932,0.531120331950207,0.528232977035011,0.800522648083624,0.79982593559617,0.800175434989686
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170,8, low_bits_5, svd,1290,430,430,0.6,0.2,0.2, [0.88372093 0.89147287 0.93023256 0.90697674 0.88372093],0.802325581395349,0.753488372093023,0.896279069767442,0.974921630094044,0.964341085271318,0.975193798449612,0.807256235827664,0.827906976744186,0.802325581395349,0.762331838565022,0.772727272727273,0.753030303030303,0.896902450300508,0.898148148148148,0.896270335756317
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163,12, low_bits_6, svdn,1900,633,633,0.600126342387871,0.199936828806064,0.199936828806064, [0.49473684 0.56315789 0.50789474 0.55       0.52894737],0.550420168067227,0.529411764705882,0.577020202020202,0.63778801843318,0.728421052631579,0.586315789473684,0.586872586872587,0.684684684684685,0.558877775413208,0.582089552238806,0.614173228346457,0.523302830389445,0.627363737486096,0.712121212121212,0.577020202020202
svm_model_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163,12, low_bits_3, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.85277778 0.85       0.83611111 0.83798883 0.80446927],0.751724137931034,0.806896551724138,0.828703703703704,0.847290640394089,0.861915367483296,0.844654788418708,0.76158940397351,0.737179487179487,0.752918101798699,0.791044776119403,0.791044776119403,0.805778798316112,0.83020442219441,0.837542087542088,0.828703703703704
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.57586207 0.53793103 0.53103448 0.53793103 0.52758621],0.50755939524838,0.531317494600432,0.796717171717172,0.973829201101928,0.975172413793104,0.973793103448276,0.528925619834711,0.556521739130435,0.507874603470797,0.548856548856549,0.566523605150215,0.531087889531629,0.800165494414564,0.813973063973064,0.796717171717172
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_2_svd,4,196,200, zones, low_bits_2, svd,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.63461538 0.5989011  0.67857143 0.68508287 0.6519337 ],0.646428571428571,0.575,0.813552188552189,0.876712328767123,0.881057268722467,0.876101321585903,0.662116040955631,0.692857142857143,0.646428571428571,0.602006688963211,0.642857142857143,0.575,0.816714935870914,0.830808080808081,0.813552188552189
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166,10, low_bits_4, svdne,1358,452,452,0.600353669319186,0.199823165340407,0.199823165340407, [0.80514706 0.79044118 0.78676471 0.79411765 0.78148148],0.683628318584071,0.685840707964602,0.836427939876216,0.936519790888723,0.923416789396171,0.93740795287187,0.689804772234273,0.700440528634361,0.683553597650514,0.684444444444444,0.6784140969163,0.685873715124816,0.835555555555556,0.829655781112092,0.836439936614505
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200,10, low_bits_6, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.79139073 0.76821192 0.73666667 0.75       0.76666667],0.793577981651376,0.830275229357798,0.842171717171717,0.862540716612378,0.88031914893617,0.859707446808511,0.804347826086956,0.833333333333333,0.792834890965732,0.834821428571429,0.873831775700935,0.831060031994611,0.846500204666394,0.87037037037037,0.842171717171717
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,1052,350,350,0.600456621004566,0.199771689497717,0.199771689497717, [0.51886792 0.58095238 0.55238095 0.59047619 0.61904762],0.528571428571429,0.534285714285714,0.809360730593607,0.994296577946768,0.994296577946768,0.994296577946768,0.552845528455285,0.548387096774194,0.527242328874902,0.538243626062323,0.59375,0.538980263157895,0.811724915445321,0.825688073394495,0.809434945788157
svm_model_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200,6, lab, svdne,954,318,318,0.6,0.2,0.2, [0.8125     0.86458333 0.85789474 0.80526316 0.84210526],0.880503144654088,0.864779874213837,0.855974842767296,0.846790890269151,0.857442348008386,0.844863731656184,0.885542168674699,0.930379746835443,0.880814873417722,0.873156342182891,0.88622754491018,0.863643573779593,0.860109957238851,0.877805486284289,0.855780915730977
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svd,40,130,170, zones, low_bits_4_shifted_2, svd,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.83070866 0.88492063 0.81746032 0.8452381  0.84126984],0.783333333333333,0.752380952380952,0.892483349191246,0.975020145044319,0.958795562599049,0.975435816164818,0.802603036876356,0.840909090909091,0.780454545454546,0.775862068965517,0.882352941176471,0.75599128540305,0.895660203139427,0.919431279620853,0.892380396257418
svm_model_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200,10, low_bits_2, svdne,1464,488,488,0.6,0.2,0.2, [0.79591837 0.73469388 0.73287671 0.79794521 0.75      ],0.767543859649123,0.787280701754386,0.768518518518518,0.763784887678693,0.766393442622951,0.762978142076503,0.75,0.700440528634361,0.76725083200277,0.770685579196217,0.7117903930131,0.787613258180559,0.762521588946459,0.743265993265993,0.768518518518519
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200,10, low_bits_5, svd,1548,516,516,0.6,0.2,0.2, [0.76451613 0.75483871 0.76451613 0.78387097 0.75649351],0.707729468599034,0.741545893719807,0.797558922558923,0.839160839160839,0.852713178294574,0.83656330749354,0.699751861042184,0.698019801980198,0.707500467027835,0.747044917257683,0.745283018867924,0.741453390622081,0.799499791579825,0.807239057239057,0.797558922558922
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170,10, low_bits_2, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.81972789 0.80479452 0.83219178 0.8630137  0.84246575],0.783369803063457,0.824945295404814,0.830808080808081,0.852805280528053,0.883720930232558,0.847469220246238,0.796714579055442,0.815126050420168,0.781992248954376,0.819004524886878,0.82648401826484,0.825006715014773,0.835515548281506,0.859427609427609,0.830808080808081
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166,12, low_bits_2, svd,1684,561,561,0.600142551674982,0.199928724162509,0.199928724162509, [0.85207101 0.78698225 0.8452381  0.80654762 0.80952381],0.829479768786127,0.791907514450867,0.851851851851852,0.871735345327916,0.891923990498812,0.868764845605701,0.840970350404313,0.886363636363636,0.828475935828877,0.805405405405405,0.876470588235294,0.793348930481283,0.857142857142857,0.888888888888889,0.851851851851852
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170,8, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.58333333 0.55882353 0.56302521 0.58823529 0.54201681],0.53904282115869,0.53904282115869,0.81067472306143,0.991596638655462,0.98993288590604,0.991610738255034,0.531969309462916,0.562162162162162,0.540515043345232,0.556900726392252,0.569306930693069,0.538499619192689,0.811434302908726,0.822990844354018,0.810797515895853
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svd,26,174,200, zones, low_bits_4_shifted_2, svd,1254,418,418,0.6,0.2,0.2, [0.76984127 0.80555556 0.812      0.772      0.808     ],0.715311004784689,0.722488038277512,0.831578947368421,0.906474820143885,0.904306220095694,0.906698564593301,0.709046454767726,0.68075117370892,0.715985342952021,0.71,0.696078431372549,0.721870991387209,0.829126213592233,0.818007662835249,0.83156597290902
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svd,32,134,166, zones, low_bits_3, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.80225989 0.80508475 0.80225989 0.81073446 0.76704545],0.743421052631579,0.766447368421053,0.84469696969697,0.879518072289157,0.908371040723982,0.875565610859728,0.760736196319018,0.861111111111111,0.749305555555556,0.804407713498623,0.9125,0.758333333333333,0.853280318091451,0.903198653198653,0.84469696969697
ensemble_model_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200,6, lab, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.89534884 0.88372093 0.84302326 0.87209302 0.87209302],0.874125874125874,0.814685314685315,0.893854748603352,0.93007769145394,0.974418604651163,0.926744186046512,0.874125874125874,0.880281690140845,0.8741686228482,0.801498127340824,0.792592592592593,0.813514839342654,0.895460797799175,0.920792079207921,0.894189143052236
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,1360,453,453,0.60017652250662,0.19991173874669,0.19991173874669, [0.78308824 0.79779412 0.77941176 0.81985294 0.77205882],0.726269315673289,0.728476821192053,0.841129744042365,0.919343326195575,0.947058823529412,0.916911764705882,0.756862745098039,0.804166666666667,0.721332159624413,0.74321503131524,0.824074074074074,0.732712142522269,0.849372384937238,0.893485915492958,0.840990745357098
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200,10, low_bits_4, svd,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.71575342 0.72945205 0.68150685 0.7739726  0.75      ],0.733624454148472,0.748908296943231,0.810606060606061,0.855788761002031,0.865753424657534,0.854109589041096,0.731277533039648,0.737777777777778,0.733695755841679,0.749455337690632,0.738197424892704,0.749098712446352,0.811715481171548,0.816498316498316,0.810606060606061
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.90079365 0.928      0.908      0.936      0.884     ],0.760191846522782,0.729016786570743,0.883509108341323,0.975767366720517,0.964856230031949,0.976038338658147,0.789029535864979,0.865740740740741,0.756253454947485,0.77079107505071,0.84070796460177,0.718783301672613,0.889795918367347,0.918539325842696,0.882648837774001
ensemble_model_v2_N26_B174_E200_nb_zones_6_lab_svdne,26,174,200, zones, lab, svdne,870,290,290,0.6,0.2,0.2, [0.88505747 0.82758621 0.83908046 0.86206897 0.86781609],0.806896551724138,0.851724137931035,0.896551724137931,0.940350877192982,0.924137931034483,0.941379310344828,0.802816901408451,0.797202797202797,0.806764663907521,0.842490842490843,0.809859154929577,0.850875523410735,0.893767705382436,0.876388888888889,0.896413622526636
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdn,32,134,166, zones, low_bits_4_shifted_2, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.60596026 0.57615894 0.58666667 0.58333333 0.54666667],0.56651376146789,0.490825688073395,0.811868686868687,0.976221928665786,0.982712765957447,0.976063829787234,0.602105263157895,0.62719298245614,0.56359649122807,0.506666666666667,0.548076923076923,0.493336707152497,0.816728167281673,0.838383838383838,0.811868686868687
svm_model_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166,10, low_bits_5, svdne,1542,514,514,0.6,0.2,0.2, [0.87096774 0.88311688 0.89285714 0.86038961 0.84415584],0.779376498800959,0.800959232613909,0.882575757575757,0.931578947368421,0.918287937743191,0.932555123216602,0.791855203619909,0.845410628019324,0.779848171152519,0.808314087759815,0.833333333333333,0.800724637681159,0.883507306889353,0.890572390572391,0.882575757575757
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170,8, low_bits_4, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.82478632 0.80172414 0.875      0.82327586 0.79741379],0.697674418604651,0.757105943152455,0.860020661157025,0.946902654867256,0.920826161790017,0.948364888123924,0.662824207492795,0.592783505154639,0.697946156722397,0.738888888888889,0.689119170984456,0.756930719512847,0.852476864452912,0.808884297520661,0.860020661157025
svm_model_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166,10, low_bits_6, svdne,1568,522,522,0.600306278713629,0.199846860643185,0.199846860643185, [0.90764331 0.8566879  0.84394904 0.84713376 0.86538462],0.863861386138614,0.878712871287129,0.884680134680135,0.89281210592686,0.903061224489796,0.891581632653061,0.876957494407159,0.96551724137931,0.863355635615028,0.888382687927107,0.970149253731343,0.879163296816411,0.88915857605178,0.925084175084175,0.884680134680135
svm_model_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200,12, low_bits_3, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.74571429 0.75142857 0.73428571 0.75714286 0.72126437],0.82484076433121,0.834394904458599,0.767255892255892,0.744851258581236,0.744851258581236,0.744851258581236,0.810996563573883,0.7375,0.826542207792208,0.816901408450704,0.753246753246753,0.832873376623377,0.761945759793371,0.744949494949495,0.767255892255892
svm_model_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163,12, low_bits_2, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.79142857 0.84       0.8        0.81428571 0.80857143],0.776357827476038,0.738019169329074,0.819023569023569,0.844344904815229,0.861714285714286,0.841142857142857,0.774193548387097,0.736196319018405,0.778098159509202,0.717241379310345,0.693333333333333,0.736237218813906,0.8197820620285,0.823232323232323,0.819023569023569
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdne,26,174,200,8, low_bits_4_shifted_2, svdne,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.76754386 0.72566372 0.75663717 0.76548673 0.80530973],0.697612732095491,0.76657824933687,0.757688229056204,0.781115879828326,0.803886925795053,0.774734982332155,0.695187165775401,0.687830687830688,0.697638748170663,0.775510204081633,0.795811518324607,0.766185329054777,0.763335059554635,0.779069767441861,0.757619990103909
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdn,40,130,170,8, low_bits_4_shifted_2, svdn,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.63043478 0.63596491 0.53947368 0.59210526 0.56578947],0.589473684210526,0.623684210526316,0.614090431125131,0.644897959183673,0.691768826619965,0.619089316987741,0.625,0.65989847715736,0.586779839671576,0.646913580246914,0.689473684210526,0.623684210526316,0.641251221896383,0.684759916492693,0.613566398924313
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166,10, low_bits_4, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.8        0.78064516 0.78064516 0.81493506 0.77597403],0.742168674698795,0.766265060240964,0.838804713804714,0.88591459528362,0.899094437257438,0.884217335058215,0.762749445676275,0.851485148514851,0.744991400548505,0.79317697228145,0.873239436619718,0.763352391577186,0.846122940940137,0.886363636363636,0.838804713804714
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170,10, low_bits_3, svdn,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.62913907 0.59333333 0.63333333 0.67       0.63      ],0.663615560640732,0.652173913043478,0.65530303030303,0.664948453608247,0.687083888149134,0.653794940079894,0.682505399568035,0.689956331877729,0.662285858246557,0.656108597285068,0.697115384615385,0.654234548202889,0.666666666666667,0.689393939393939,0.65530303030303
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svdn,32,134,166, zones, lab, svdn,1722,574,574,0.6,0.2,0.2, [0.56358382 0.52325581 0.5494186  0.5377907  0.52325581],0.510703363914373,0.535168195718654,0.855218855218855,0.981438515081206,0.982578397212544,0.981416957026713,0.553072625698324,0.622641509433962,0.513701707097933,0.552941176470588,0.55952380952381,0.53447888589398,0.857968620974401,0.874579124579125,0.855218855218855
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.77333333 0.74496644 0.76510067 0.73154362 0.75503356],0.708144796380091,0.746606334841629,0.826599326599327,0.887868852459016,0.907506702412869,0.885388739946381,0.707482993197279,0.702702702702703,0.708169533169533,0.741935483870968,0.731818181818182,0.746539721539722,0.828333333333333,0.836700336700337,0.826599326599327
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163,12, low_bits_3, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.81767956 0.81767956 0.80939227 0.83425414 0.82320442],0.798586572438163,0.777385159010601,0.846380471380471,0.869472562599893,0.901657458563536,0.8646408839779,0.815533980582524,0.875,0.797212230215827,0.777385159010601,0.79136690647482,0.777627897681855,0.852166869177805,0.885521885521885,0.846380471380471
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200,10, low_bits_2, svdne,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.80463576 0.78       0.72333333 0.7        0.71666667],0.762013729977117,0.77116704805492,0.820286195286195,0.852415618795499,0.857523302263648,0.851531291611185,0.767857142857143,0.781818181818182,0.761876832844575,0.777777777777778,0.806451612903226,0.771407624633431,0.82274802822748,0.834175084175084,0.820286195286195
svm_model_N26_B174_E200_nb_zones_8_lab_svd,26,174,200,8, lab, svd,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.86283186 0.88495575 0.8539823  0.88053097 0.88053097],0.837765957446809,0.792553191489362,0.891604675876727,0.942222222222222,0.938053097345133,0.942477876106195,0.832876712328767,0.878612716763006,0.840784190893818,0.802030456852792,0.849462365591398,0.793152235427278,0.89171974522293,0.909090909090909,0.89191497437844
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170,10, low_bits_2, svd,1410,470,470,0.6,0.2,0.2, [0.79078014 0.84042553 0.81914894 0.85106383 0.82978723],0.791489361702128,0.812765957446808,0.844255319148936,0.878869448183042,0.926241134751773,0.872340425531915,0.779279279279279,0.745689655172414,0.790912054476963,0.803571428571429,0.759493670886076,0.813223230292823,0.846089150546678,0.856899488926746,0.844266070993985
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163,12, low_bits_4, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.52209945 0.52762431 0.53611111 0.575      0.51111111],0.566433566433566,0.541958041958042,0.892676767676768,1,1,1,0.575342465753425,0.60431654676259,0.567464395830275,0.540350877192982,0.523809523809524,0.542480301473107,0.892902141957161,0.894781144781145,0.892676767676768
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,1272,424,424,0.6,0.2,0.2, [0.546875   0.54330709 0.54330709 0.53543307 0.50787402],0.525943396226415,0.474056603773585,0.795754716981132,0.992918961447679,0.992138364779874,0.992924528301887,0.527058823529412,0.571428571428571,0.529135338345865,0.505543237250554,0.504424778761062,0.471909359077501,0.79832324173265,0.810018903591682,0.795781579856105
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163,12, low_bits_5, svdn,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.51075269 0.58870968 0.55376344 0.52150538 0.53243243],0.575289575289575,0.521235521235521,0.900673400673401,0.998922413793103,0.997847147470398,0.998923573735199,0.615384615384615,0.661654135338346,0.572890559732665,0.581081081081081,0.682539682539683,0.525480367585631,0.903199343724364,0.926767676767677,0.900673400673401
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.76973684 0.74342105 0.77152318 0.79470199 0.75496689],0.649651972157773,0.624129930394432,0.837962962962963,0.9526938239159,0.95772787318362,0.952443857331572,0.732743362831858,0.888412017167382,0.628549442927125,0.679841897233202,0.868686868686869,0.642497940781203,0.851523332047821,0.929292929292929,0.837962962962963
svm_model_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200,12, low_bits_2, svdne,1792,597,597,0.600133958472873,0.199933020763563,0.199933020763563, [0.64722222 0.6452514  0.6452514  0.60055866 0.66201117],0.712328767123288,0.643835616438356,0.650673400673401,0.633979475484607,0.620535714285714,0.641741071428571,0.669291338582677,0.602836879432624,0.708703207928232,0.633802816901409,0.596026490066225,0.645530975529567,0.637870855148342,0.615319865319865,0.650673400673401
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdne,26,174,200,8, low_bits_4_shifted_2, svdne,1154,384,384,0.600416233090531,0.199791883454735,0.199791883454735, [0.73275862 0.77586207 0.79130435 0.8173913  0.81304348],0.770833333333333,0.75,0.863163371488033,0.930883639545057,0.922010398613518,0.931542461005199,0.759562841530055,0.755434782608696,0.770217391304348,0.755102040816327,0.747474747474748,0.750081459758879,0.861651762230405,0.854014598540146,0.863144370921163
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163,12, low_bits_6, svdn,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.55555556 0.52352941 0.54411765 0.51470588 0.53529412],0.454005934718101,0.480712166172107,0.837542087542088,0.983880597014925,0.968272620446534,0.984136310223267,0.555555555555556,0.68452380952381,0.454687940264863,0.556962025316456,0.650887573964497,0.480205691744153,0.844605475040258,0.882996632996633,0.837542087542087
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170,8, low_bits_4, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.82520325 0.81707317 0.84552846 0.78278689 0.80327869],0.720588235294118,0.762254901960784,0.877081292850147,0.966887417218543,0.952691680261011,0.967373572593801,0.731132075471698,0.782828282828283,0.722366522366522,0.772833723653396,0.816831683168317,0.762784773622993,0.878096163186013,0.892398815399802,0.8772003795172
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svdn,40,130,170, zones, lab, svdn,1624,541,541,0.600147819660015,0.199926090169993,0.199926090169993, [0.52147239 0.56441718 0.52160494 0.55246914 0.55864198],0.569148936170213,0.523936170212766,0.840488215488215,0.976514215080346,0.972906403940887,0.976600985221675,0.597014925373134,0.609137055837564,0.567138360321016,0.522666666666667,0.547486033519553,0.525012052292771,0.841753653444676,0.848484848484848,0.840488215488215
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170,8, low_bits_5, svdn,1194,398,398,0.6,0.2,0.2, [0.575      0.59583333 0.58823529 0.58403361 0.55882353],0.527638190954774,0.550251256281407,0.565829145728643,0.701142513529766,0.976549413735343,0.583752093802345,0.649253731343284,0.901554404145078,0.538582080121319,0.680926916221034,0.913875598086124,0.531011873117136,0.68695652173913,0.948948948948949,0.564282748944707
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166,10, low_bits_5, svdne,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.875      0.86148649 0.87162162 0.89864865 0.86054422],0.812917594654788,0.846325167037862,0.898148148148148,0.93899931459904,0.926928281461434,0.93978349120433,0.813333333333333,0.888349514563107,0.818660353989372,0.858895705521472,0.864197530864197,0.8447201246554,0.899082568807339,0.907407407407407,0.898148148148148
ensemble_model_N26_B174_E200_nb_zones_8_lab_svd,26,174,200,8, lab, svd,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.86842105 0.85526316 0.88596491 0.84070796 0.86283186],0.875661375661376,0.878306878306878,0.884778012684989,0.890829694323144,0.897887323943662,0.889964788732394,0.882205513784461,0.946236559139785,0.876764112903226,0.890995260663507,0.979166666666667,0.876680107526882,0.88911495422177,0.923890063424947,0.884778012684989
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166,10, low_bits_6, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.84246575 0.87671233 0.86206897 0.87241379 0.83448276],0.79175704989154,0.817787418655098,0.891835016835017,0.945273631840796,0.914718019257221,0.947042640990371,0.792207792207792,0.813333333333333,0.79225988700565,0.818965517241379,0.805084745762712,0.818097928436912,0.889841405915131,0.873737373737374,0.891835016835017
svm_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdne,32,134,166,10, low_bits_4_shifted_2, svdne,1554,518,518,0.6,0.2,0.2, [0.83333333 0.79807692 0.8516129  0.84516129 0.84193548],0.795620437956204,0.778588807785888,0.821127946127946,0.835958005249344,0.81981981981982,0.839124839124839,0.772972972972973,0.697560975609756,0.795382429552451,0.754716981132076,0.679611650485437,0.778830215486621,0.812362030905077,0.774410774410774,0.821127946127946
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svd,32,134,166, zones, low_bits_2, svd,1854,618,618,0.6,0.2,0.2, [0.82258065 0.85752688 0.84324324 0.81621622 0.83513514],0.747126436781609,0.685823754789272,0.868686868686869,0.914225941422594,0.942826321467098,0.911542610571737,0.764285714285714,0.804511278195489,0.746005639097744,0.694029850746269,0.7265625,0.686589520676692,0.873170731707317,0.904040404040404,0.868686868686869
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdn,40,130,170,8, low_bits_4_shifted_2, svdn,1122,374,374,0.6,0.2,0.2, [0.55309735 0.57142857 0.5625     0.58035714 0.55803571],0.60427807486631,0.588235294117647,0.836898395721925,0.997319034852547,0.994652406417112,0.997326203208556,0.606382978723404,0.616216216216216,0.604404404404404,0.552325581395349,0.516304347826087,0.587099542334096,0.834148994018488,0.824731182795699,0.836833676504233
svm_model_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200,12, low_bits_6, svd,1890,630,630,0.6,0.2,0.2, [0.79365079 0.78042328 0.80687831 0.79365079 0.80687831],0.744855967078189,0.720164609053498,0.788720538720539,0.801705756929638,0.795767195767196,0.803174603174603,0.704761904761905,0.637931034482759,0.740225359761064,0.685185185185185,0.582677165354331,0.726683410263372,0.781928757602085,0.757575757575758,0.788720538720539
svm_model_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170,8, low_bits_6, svdne,1054,351,351,0.600227790432802,0.199886104783599,0.199886104783599, [0.87735849 0.86792453 0.87142857 0.84761905 0.89047619],0.8005698005698,0.789173789173789,0.862756264236902,0.910927456382002,0.941176470588235,0.907969639468691,0.81578947368421,0.870786516853933,0.799555108137949,0.813131313131313,0.925287356321839,0.790327293980128,0.870777479892761,0.923777019340159,0.862686685268711
svm_model_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200,10, low_bits_5, svdne,1554,518,518,0.6,0.2,0.2, [0.76282051 0.78525641 0.83870968 0.76129032 0.74516129],0.742092457420925,0.717761557177616,0.763468013468014,0.782330345710627,0.786357786357786,0.781209781209781,0.779166666666667,0.912195121951219,0.742505327965901,0.759336099585062,0.888349514563107,0.71734548898887,0.777337559429477,0.825757575757576,0.763468013468013
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200,12, low_bits_3, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.80571429 0.75428571 0.78448276 0.76149425 0.76436782],0.731012658227848,0.762658227848101,0.845959595959596,0.882016036655212,0.88302752293578,0.881880733944954,0.738461538461539,0.705882352941176,0.733078162771958,0.742268041237113,0.73972602739726,0.761039484286865,0.845046570702794,0.84006734006734,0.845959595959596
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.87662338 0.84415584 0.81045752 0.79411765 0.82352941],0.68646080760095,0.619952494061758,0.85016835016835,0.958169934640523,0.955671447196871,0.958279009126467,0.726141078838174,0.875,0.695418552036199,0.701492537313433,0.850678733031674,0.607839366515837,0.860282574568289,0.922558922558923,0.85016835016835
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166,12, low_bits_3, svdn,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.6        0.65714286 0.66857143 0.63142857 0.61714286],0.549520766773163,0.539936102236422,0.617845117845118,0.661228928765633,0.694857142857143,0.644,0.586510263929619,0.591715976331361,0.54585798816568,0.563636363636364,0.645833333333333,0.547768737672584,0.638247011952191,0.674242424242424,0.617845117845118
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_shifted_2_svdne,26,174,200, zones, low_bits_4_shifted_2, svdne,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.85416667 0.85833333 0.825      0.8625     0.8697479 ],0.714285714285714,0.696741854636591,0.843186372745491,0.932525951557093,0.89983305509182,0.934891485809683,0.732394366197183,0.787878787878788,0.714834916327454,0.735229759299781,0.792452830188679,0.690344062153163,0.846493379107405,0.855302279484638,0.843051342376564
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,1500,500,500,0.6,0.2,0.2, [0.75       0.76333333 0.75666667 0.76333333 0.78333333],0.73972602739726,0.723744292237443,0.826178451178451,0.877914951989026,0.853333333333333,0.881333333333333,0.752173913043478,0.793577981651376,0.739970809007506,0.735229759299781,0.763636363636364,0.723561301084237,0.826105263157895,0.825757575757576,0.826178451178451
svm_model_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166,12, lab, svdne,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.87988827 0.88268156 0.87921348 0.87078652 0.86235955],0.891891891891892,0.881756756756757,0.901515151515152,0.907988980716253,0.923766816143498,0.906390134529148,0.895424836601307,0.931972789115646,0.892160891202118,0.885245901639344,0.906040268456376,0.881591562799616,0.903544929925804,0.922558922558923,0.901515151515152
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163,12, low_bits_2, svdne,1836,612,612,0.6,0.2,0.2, [0.82608696 0.85054348 0.79076087 0.81693989 0.83606557],0.740740740740741,0.762962962962963,0.852693602693603,0.883870967741936,0.895424836601307,0.882352941176471,0.746376811594203,0.76865671641791,0.740946005267779,0.768115942028986,0.779411764705882,0.76284021071115,0.854892205638474,0.867845117845118,0.852693602693603
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svd,26,174,200, zones, lab, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.90983607 0.86885246 0.89669421 0.87603306 0.88016529],0.816831683168317,0.819306930693069,0.90108803165183,0.956663941128373,0.963756177924217,0.956342668863262,0.836283185840708,0.940298507462687,0.817439894125432,0.838852097130243,0.926829268292683,0.817685990930261,0.906015037593985,0.951628825271471,0.900987851684298
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,1248,416,416,0.6,0.2,0.2, [0.828      0.868      0.872      0.812      0.82258065],0.728365384615385,0.677884615384615,0.869230769230769,0.979919678714859,0.977564102564102,0.979967948717949,0.737819025522042,0.753554502369668,0.727996763379956,0.698198198198198,0.778894472361809,0.682073964291504,0.871698113207547,0.893617021276596,0.869370652129694
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_3_svdne,26,137,163, zones, low_bits_3, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.81318681 0.82142857 0.82044199 0.83977901 0.81491713],0.800711743772242,0.800711743772242,0.877525252525252,0.902239213544511,0.910694597574421,0.901323042998897,0.816993464052288,0.905797101449275,0.802548900374987,0.816993464052288,0.874125874125874,0.799381777642647,0.880884158821122,0.905723905723906,0.877525252525252
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.81034483 0.80689655 0.84827586 0.84137931 0.84482759],0.790496760259179,0.788336933045356,0.86026936026936,0.908848968729208,0.942068965517241,0.90551724137931,0.799171842650103,0.787755102040816,0.790666541846096,0.778280542986425,0.788990825688073,0.788372963864445,0.86326194398682,0.882154882154882,0.86026936026936
svm_model_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170,10, lab, svdne,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.94407895 0.90131579 0.90460526 0.91776316 0.9375    ],0.850467289719626,0.820093457943925,0.904040404040404,0.943543153796236,0.956578947368421,0.942763157894737,0.857777777777778,0.927884615384615,0.852578671328671,0.833693304535637,0.877272727272727,0.818444055944056,0.907090464547677,0.936868686868687,0.904040404040404
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,1434,478,478,0.6,0.2,0.2, [0.90277778 0.88888889 0.89160839 0.90559441 0.88111888],0.743099787685775,0.749469214437367,0.875,0.959154929577465,0.94979079497908,0.959553695955369,0.750515463917526,0.764705882352941,0.742867962635698,0.765873015873016,0.828326180257511,0.750297543910268,0.876712328767123,0.888888888888889,0.875
svm_model_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200,10, low_bits_4, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.76973684 0.75986842 0.73509934 0.71523179 0.68211921],0.719257540603248,0.767981438515081,0.736531986531986,0.730897009966778,0.726552179656539,0.732496697490092,0.709832134292566,0.711538461538462,0.7189979303208,0.768518518518518,0.744394618834081,0.768831924801656,0.734069668649108,0.727272727272727,0.736531986531987
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170,8, low_bits_5, svdn,1196,398,398,0.600401606425703,0.199799196787149,0.199799196787149, [0.5625     0.6375     0.63333333 0.55462185 0.57142857],0.520100502512563,0.482412060301508,0.80070281124498,1,1,1,0.564920273348519,0.626262626262626,0.520631313131313,0.511848341232228,0.5625,0.485133495145631,0.807000486144871,0.840080971659919,0.801016581447489
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200,4, low_bits_3, svd,668,222,222,0.600719424460432,0.199640287769784,0.199640287769784, [0.74626866 0.76119403 0.76119403 0.78358209 0.71969697],0.648648648648649,0.698198198198198,0.75,0.802962962962963,0.811377245508982,0.800898203592814,0.672268907563025,0.701754385964912,0.647173489278752,0.685446009389671,0.760416666666667,0.705605158730159,0.753108348134991,0.779411764705882,0.750621375310688
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170,10, low_bits_3, svdn,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.60645161 0.63548387 0.64935065 0.60714286 0.62012987],0.665865384615385,0.612980769230769,0.869528619528619,0.993506493506493,0.990932642487047,0.993523316062176,0.653366583541147,0.606481481481482,0.668240740740741,0.581818181818182,0.56,0.611018518518519,0.866723989681857,0.848484848484848,0.86952861952862
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170,8, low_bits_6, svdne,1188,396,396,0.6,0.2,0.2, [0.89495798 0.8697479  0.85714286 0.8907563  0.8940678 ],0.803030303030303,0.775252525252525,0.876767676767677,0.933677863910422,0.912457912457912,0.935185185185185,0.784530386740331,0.763440860215054,0.800768049155146,0.766404199475066,0.722772277227723,0.776334592222109,0.871848739495798,0.845213849287169,0.876514740274847
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.8537415  0.87755102 0.85034014 0.84693878 0.88356164],0.85022026431718,0.852422907488987,0.909511784511784,0.944211994421199,0.922343324250681,0.94550408719346,0.857142857142857,0.839506172839506,0.851032707272834,0.84526558891455,0.867298578199052,0.853402375519279,0.9082373026035,0.895622895622896,0.909511784511785
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200,4, low_bits_3, svd,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.84090909 0.86153846 0.84615385 0.85384615 0.76153846],0.778801843317972,0.764976958525345,0.834254143646409,0.876335877862596,0.880368098159509,0.875766871165644,0.801652892561983,0.850877192982456,0.774953159598024,0.779220779220779,0.803571428571429,0.763690476190476,0.840425531914894,0.858695652173913,0.833842208109428
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200,10, low_bits_5, svdne,1518,506,506,0.6,0.2,0.2, [0.74342105 0.78289474 0.76973684 0.78618421 0.79470199],0.708624708624709,0.701631701631702,0.824915824915825,0.895713371721049,0.922266139657444,0.89262187088274,0.732334047109208,0.784403669724771,0.707367711639636,0.732217573221757,0.829383886255924,0.703682768816035,0.834130781499203,0.88047138047138,0.824915824915825
ensemble_model_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200,12, low_bits_2, svdne,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.65056818 0.64488636 0.64772727 0.66285714 0.68285714],0.629032258064516,0.619354838709677,0.809343434343434,0.874429223744292,0.872437357630979,0.874715261958998,0.593639575971731,0.549019607843137,0.628012988634944,0.575539568345324,0.509554140127389,0.620790141959119,0.804150453955901,0.782828282828283,0.809343434343434
ensemble_model_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdne,32,134,166,10, low_bits_4_shifted_2, svdne,1620,540,540,0.6,0.2,0.2, [0.81790123 0.81790123 0.85802469 0.82407407 0.85802469],0.80952380952381,0.791005291005291,0.873316498316498,0.906483790523691,0.897530864197531,0.907407407407407,0.80110497237569,0.805555555555556,0.809343434343434,0.796915167095116,0.782828282828283,0.791414141414141,0.872186836518047,0.864478114478115,0.873316498316498
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdn,40,130,170, zones, low_bits_4_shifted_2, svdn,1220,406,406,0.600393700787402,0.199803149606299,0.199803149606299, [0.56557377 0.6147541  0.5942623  0.57786885 0.60245902],0.620689655172414,0.564039408866995,0.808070866141732,0.950955943474647,0.937704918032787,0.951639344262295,0.63849765258216,0.666666666666667,0.62046204620462,0.577565632458234,0.61734693877551,0.565816326530612,0.8095703125,0.820792079207921,0.80814555036717
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200,12, low_bits_6, svd,1740,580,580,0.6,0.2,0.2, [0.77586207 0.80747126 0.83045977 0.81321839 0.80172414],0.767295597484277,0.754716981132076,0.842592592592593,0.874006810442679,0.885057471264368,0.872413793103448,0.783625730994152,0.848101265822785,0.767800632911392,0.771929824561404,0.825,0.754272151898734,0.847097301717089,0.872053872053872,0.842592592592593
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svdn,26,137,163, zones, low_bits_5, svdn,1666,555,555,0.60014409221902,0.19992795389049,0.19992795389049, [0.54191617 0.52994012 0.47305389 0.53012048 0.50903614],0.507042253521127,0.535211267605634,0.838383838383838,0.973462002412545,0.968787515006002,0.97358943577431,0.547803617571059,0.602272727272727,0.507840274250889,0.578005115089514,0.631284916201117,0.534392458100559,0.842364532019704,0.863636363636364,0.838383838383838
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.73134328 0.78030303 0.77272727 0.74242424 0.75      ],0.740909090909091,0.722727272727273,0.874773139745916,0.96969696969697,0.966767371601208,0.969788519637462,0.77992277992278,0.848739495798319,0.731300440968467,0.756972111553785,0.778688524590164,0.71587487453998,0.882051282051282,0.902097902097902,0.873690460482913
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svdn,26,137,163, zones, low_bits_4, svdn,1776,592,592,0.6,0.2,0.2, [0.51966292 0.53651685 0.51685393 0.53107345 0.52542373],0.566666666666667,0.543333333333333,0.869528619528619,0.975801913337085,0.976351351351351,0.975788288288288,0.59375,0.58641975308642,0.564949006977992,0.55663430420712,0.623188405797101,0.549248523886205,0.871155444721529,0.882154882154882,0.86952861952862
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svd,26,174,200,10, low_bits_4_shifted_2, svd,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.78231293 0.7739726  0.79109589 0.75       0.79109589],0.74617067833698,0.724288840262582,0.779461279461279,0.801128349788434,0.777017783857729,0.807113543091655,0.721153846153846,0.691244239631336,0.743538786482335,0.712328767123288,0.65,0.728225806451613,0.769366197183099,0.735690235690236,0.77946127946128
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_3_svd,16,184,200, zones, low_bits_3, svd,1722,574,574,0.6,0.2,0.2, [0.76589595 0.75872093 0.77034884 0.75581395 0.7994186 ],0.795107033639144,0.785932721712538,0.851010101010101,0.871369294605809,0.853658536585366,0.873983739837398,0.791277258566978,0.76969696969697,0.795342312008979,0.77124183006536,0.728395061728395,0.785409652076319,0.847018150388937,0.824915824915825,0.851010101010101
ensemble_model_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170,10, lab, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.92156863 0.90789474 0.91447368 0.88157895 0.92105263],0.866510538641686,0.817330210772834,0.920454545454545,0.96484375,0.973718791064389,0.964520367936925,0.868360277136259,0.890995260663507,0.86679392662805,0.818604651162791,0.814814814814815,0.817360014042479,0.921217173822426,0.93013468013468,0.920454545454545
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,1194,398,398,0.6,0.2,0.2, [0.93333333 0.8875     0.92016807 0.93697479 0.89915966],0.829145728643216,0.773869346733668,0.895477386934673,0.958053691275168,0.95644891122278,0.958123953098828,0.847533632286996,0.935643564356436,0.827515659729238,0.806034482758621,0.921182266009852,0.770847543261336,0.90104662226451,0.945109780439121,0.89512574042199
svm_model_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200,8, lab, svdn,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.52692308 0.52692308 0.51538462 0.5        0.51923077],0.528868360277136,0.510392609699769,0.518467220683287,0.674623767514271,1,0.517692307692308,0.680250783699059,0.96875,0.513083133971292,0.669781931464174,0.981735159817351,0.504886271497461,0.674773932023698,0.989935956084172,0.514073290250846
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svdn,26,137,163, zones, low_bits_6, svdn,1740,580,580,0.6,0.2,0.2, [0.56321839 0.56896552 0.5545977  0.54885057 0.54597701],0.471698113207547,0.49685534591195,0.838804713804714,0.968372627947096,0.967816091954023,0.968390804597701,0.543478260869565,0.625,0.470727848101266,0.56989247311828,0.670886075949367,0.497943037974683,0.845502218636547,0.882154882154882,0.838804713804714
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200,4, low_bits_3, svdn,666,222,222,0.6,0.2,0.2, [0.61940299 0.52985075 0.53731343 0.58333333 0.58333333],0.486486486486487,0.518018018018018,0.547747747747748,0.671345029239766,0.861861861861862,0.578078078078078,0.612244897959184,0.818181818181818,0.489448051948052,0.642140468227425,0.80672268907563,0.495594354246553,0.653314917127072,0.841637010676157,0.54399368781983
ensemble_model_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166,12, lab, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.88858696 0.875      0.86413043 0.875      0.8989071 ],0.810408921933085,0.825278810408922,0.90993265993266,0.936681222707424,0.933623503808488,0.936887921653972,0.827118644067797,0.924242424242424,0.812486175624862,0.842809364548495,0.91970802919708,0.823490378234904,0.911788953009068,0.930976430976431,0.90993265993266
ensemble_model_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200,10, low_bits_4, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.77333333 0.72666667 0.71333333 0.74333333 0.74161074],0.699316628701595,0.767653758542141,0.783249158249158,0.814521452145214,0.823765020026702,0.81241655540721,0.706666666666667,0.726027397260274,0.699377334993773,0.77027027027027,0.777272727272727,0.767631797426318,0.786218347862183,0.797138047138047,0.783249158249158
svm_model_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200,12, low_bits_2, svd,1776,592,592,0.6,0.2,0.2, [0.78651685 0.74719101 0.71910112 0.78531073 0.71751412],0.746666666666667,0.726666666666667,0.75462962962963,0.761370016844469,0.763513513513513,0.760698198198198,0.780346820809248,0.894039735099338,0.745677585670474,0.755952380952381,0.852348993288591,0.727498999955553,0.763296792529436,0.791245791245791,0.75462962962963
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170,10, low_bits_4, svd,1470,490,490,0.6,0.2,0.2, [0.80612245 0.80952381 0.7585034  0.79251701 0.80612245],0.757174392935982,0.713024282560706,0.878787878787879,0.966712898751734,0.948299319727891,0.96734693877551,0.76890756302521,0.806167400881057,0.757066001325484,0.725738396624472,0.761061946902655,0.713130092394059,0.879598662207358,0.885521885521885,0.878787878787879
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,1206,402,402,0.6,0.2,0.2, [0.58677686 0.62396694 0.55785124 0.55416667 0.64166667],0.519900497512438,0.54228855721393,0.794029850746268,0.969647251845775,0.980099502487562,0.969320066334992,0.554272517321016,0.631578947368421,0.525695134061569,0.581818181818182,0.65979381443299,0.546243061062649,0.802103250478011,0.850050658561297,0.795015554109583
svm_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdne,40,130,170,8, low_bits_4_shifted_2, svdne,1200,400,400,0.6,0.2,0.2, [0.7875     0.85833333 0.8375     0.79583333 0.85416667],0.66,0.635,0.785,0.876254180602007,0.873333333333333,0.876666666666667,0.683720930232558,0.773684210526316,0.665413533834586,0.669683257918552,0.694835680751174,0.630840300268635,0.792069632495164,0.816550348953141,0.784905064145577
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_2_svdne,26,137,163, zones, low_bits_2, svdne,1830,610,610,0.6,0.2,0.2, [0.83060109 0.80601093 0.83606557 0.80054645 0.77322404],0.80952380952381,0.80952380952381,0.865319865319865,0.884861407249467,0.907103825136612,0.881967213114754,0.777777777777778,0.645390070921986,0.815119277885235,0.759259259259259,0.621212121212121,0.8035138620245,0.862424763542562,0.844276094276094,0.865319865319865
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,1518,506,506,0.6,0.2,0.2, [0.68092105 0.78618421 0.76315789 0.73355263 0.7384106 ],0.72027972027972,0.72960372960373,0.831228956228956,0.895767530006317,0.934123847167325,0.891304347826087,0.760956175298805,0.876146788990826,0.717694247575981,0.760330578512397,0.872037914691943,0.731890516978999,0.843908135461269,0.912457912457912,0.831228956228956
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200,4, low_bits_3, svdn,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.5234375  0.546875   0.5859375  0.609375   0.63492063],0.462264150943396,0.481132075471698,0.784369114877589,0.992125984251968,0.987460815047022,0.992163009404389,0.43,0.425742574257426,0.460619034876461,0.508928571428571,0.5,0.479591836734694,0.783758262511804,0.777153558052434,0.784410112359551
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166,12, low_bits_4, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.77966102 0.78531073 0.7740113  0.78248588 0.77840909],0.720394736842105,0.726973684210526,0.910774410774411,0.9749430523918,0.968325791855204,0.975113122171945,0.733542319749216,0.769736842105263,0.720394736842105,0.741433021806854,0.782894736842105,0.726973684210526,0.911519198664441,0.919191919191919,0.910774410774411
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166,12, low_bits_2, svdn,1776,592,592,0.6,0.2,0.2, [0.54775281 0.50842697 0.55337079 0.52824859 0.56497175],0.56,0.526666666666667,0.545875420875421,0.576538663861126,0.617117117117117,0.546734234234234,0.611764705882353,0.679738562091503,0.557556355875684,0.55625,0.605442176870748,0.528211284513805,0.578680203045685,0.623737373737374,0.545875420875421
ensemble_model_v2_N32_B134_E166_nb_zones_10_low_bits_4_shifted_2_svdne,32,134,166, zones, low_bits_4_shifted_2, svdne,1434,478,478,0.6,0.2,0.2, [0.85069444 0.88541667 0.84265734 0.83566434 0.84265734],0.772823779193206,0.800424628450106,0.87037037037037,0.924488355681016,0.913528591352859,0.925383542538354,0.775681341719078,0.767634854771784,0.772947862168501,0.79295154185022,0.782608695652174,0.800018040772145,0.868824531516184,0.858585858585859,0.87037037037037
svm_model_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200,4, low_bits_2, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.8        0.83636364 0.80909091 0.77272727 0.73148148],0.725274725274725,0.725274725274725,0.816885964912281,0.873345935727788,0.843065693430657,0.877737226277372,0.75,0.78125,0.722020348837209,0.754901960784314,0.754901960784314,0.721200980392157,0.821007502679528,0.811440677966102,0.817083975346687
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170,10, low_bits_2, svdn,1488,496,496,0.6,0.2,0.2, [0.60738255 0.58389262 0.51677852 0.54026846 0.58783784],0.54954954954955,0.533783783783784,0.568602693602694,0.485,0.391129032258064,0.584677419354839,0.415204678362573,0.346341463414634,0.535095417899786,0.432876712328767,0.330543933054393,0.550637820185733,0.462506554798112,0.371212121212121,0.568602693602694
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166,12, low_bits_3, svdn,1698,566,566,0.6,0.2,0.2, [0.57352941 0.61176471 0.62941176 0.60882353 0.6183432 ],0.613569321533923,0.595870206489675,0.85016835016835,0.948598130841122,0.956419316843345,0.948174322732627,0.618075801749271,0.654320987654321,0.615296087047499,0.61624649859944,0.621468926553672,0.594685080560787,0.85240464344942,0.865319865319865,0.85016835016835
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,534,178,178,0.6,0.2,0.2, [0.55555556 0.52777778 0.48113208 0.50943396 0.47169811],0.49438202247191,0.533707865168539,0.795505617977528,0.98292220113852,0.970037453183521,0.98314606741573,0.526315789473684,0.561797752808989,0.49438202247191,0.546448087431694,0.561797752808989,0.533707865168539,0.797777777777778,0.806741573033708,0.795505617977528
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166,12, low_bits_5, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.88186813 0.8956044  0.87845304 0.85635359 0.90331492],0.637010676156584,0.697508896797153,0.882996632996633,0.949360044518642,0.940463065049614,0.949834619625138,0.668831168831169,0.682119205298013,0.633367294956699,0.701754385964912,0.769230769230769,0.702496179317371,0.883682008368201,0.888888888888889,0.882996632996633
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200,4, low_bits_2, svd,606,202,202,0.6,0.2,0.2, [0.77868852 0.86065574 0.75409836 0.83333333 0.80833333],0.757425742574257,0.777227722772277,0.837623762376238,0.88135593220339,0.858085808580858,0.884488448844884,0.748717948717949,0.752577319587629,0.757241040746195,0.761904761904762,0.774193548387097,0.777005031074282,0.831622176591376,0.821501014198783,0.837249539981403
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.62913907 0.65562914 0.67       0.63333333 0.59333333],0.61697247706422,0.642201834862385,0.808080808080808,0.912095175148711,0.917553191489361,0.91156914893617,0.640860215053763,0.662222222222222,0.615471300684571,0.660869565217391,0.720379146919431,0.64463401790416,0.812961443806399,0.834175084175084,0.808080808080808
ensemble_model_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200,8, lab, svdn,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.53125    0.57142857 0.54464286 0.50892857 0.56306306],0.446236559139785,0.508064516129032,0.783029001074114,0.986400725294651,0.973166368515206,0.986583184257603,0.49009900990099,0.5625,0.452168367346939,0.561151079136691,0.587939698492462,0.502062334795364,0.79002079002079,0.813704496788009,0.782929834600901
svm_model_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200,4, low_bits_3, svdne,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.875      0.84375    0.80952381 0.84126984 0.84920635],0.706161137440758,0.744075829383886,0.81344696969697,0.875192604006163,0.89589905362776,0.872239747634069,0.673684210526316,0.615384615384615,0.704888569374551,0.745283018867924,0.738317757009346,0.744158878504673,0.81255946717412,0.808712121212121,0.81344696969697
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166,12, low_bits_6, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.86944444 0.82777778 0.825      0.8547486  0.83798883],0.868965517241379,0.827586206896552,0.861531986531987,0.867217630853994,0.876391982182628,0.865812917594655,0.865248226950354,0.853146853146853,0.868750297321726,0.823943661971831,0.795918367346939,0.828029113743399,0.861822763544729,0.863636363636364,0.861531986531987
svm_model_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170,8, low_bits_5, svdne,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.90434783 0.92173913 0.89473684 0.90350877 0.90350877],0.755905511811024,0.753280839895013,0.861490031479538,0.932038834951456,0.923076923076923,0.932692307692308,0.75968992248062,0.753846153846154,0.755955334987593,0.737430167597765,0.6875,0.75380291005291,0.859424920127796,0.841501564129301,0.861616674356097
ensemble_model_v2_N4_B196_E200_nb_zones_12_low_bits_2_svdne,4,196,200, zones, low_bits_2, svdne,1722,574,574,0.6,0.2,0.2, [0.62427746 0.64825581 0.61046512 0.68313953 0.65988372],0.617737003058104,0.605504587155963,0.797138047138047,0.867287543655413,0.86527293844367,0.867595818815331,0.664879356568365,0.74251497005988,0.61500748502994,0.64066852367688,0.71875,0.607877994011976,0.803265306122449,0.828282828282828,0.797138047138047
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_6_svd,16,184,200, zones, low_bits_6, svd,1734,578,578,0.6,0.2,0.2, [0.78735632 0.81321839 0.80057803 0.76878613 0.7716763 ],0.775700934579439,0.813084112149533,0.86026936026936,0.886492622020431,0.90080738177624,0.884659746251442,0.790697674418605,0.860759493670886,0.777005513706609,0.825581395348837,0.871165644171779,0.812165100566902,0.864489795918367,0.891414141414141,0.86026936026936
svm_model_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163,12, low_bits_5, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.82044199 0.82222222 0.87222222 0.88888889 0.86944444],0.836236933797909,0.81184668989547,0.901094276094276,0.925139664804469,0.918978912319645,0.925638179800222,0.825278810408922,0.78169014084507,0.835672656629432,0.805755395683453,0.772413793103448,0.812263234579893,0.899443731279418,0.884680134680135,0.901094276094276
ensemble_model_v2_N16_B184_E200_nb_zones_10_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.72945205 0.76027397 0.72758621 0.6862069  0.69310345],0.741865509761388,0.698481561822126,0.80976430976431,0.867847411444142,0.876203576341128,0.866574965612104,0.697201017811705,0.631336405529954,0.735750169978092,0.672941176470588,0.586065573770492,0.70547518319861,0.802274715660542,0.771885521885522,0.80976430976431
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,618,206,206,0.6,0.2,0.2, [0.89516129 0.83064516 0.82258065 0.87096774 0.81967213],0.737864077669903,0.757281553398058,0.847572815533981,0.914100486223663,0.912621359223301,0.914239482200647,0.745283018867925,0.705357142857143,0.740976443768997,0.736842105263158,0.74468085106383,0.756268996960486,0.845927379784102,0.836893203883495,0.847572815533981
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200,4, low_bits_3, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.8442623  0.83606557 0.8        0.84166667 0.76666667],0.736318407960199,0.751243781094527,0.845924453280318,0.911262798634812,0.884105960264901,0.913907284768212,0.738916256157635,0.76530612244898,0.737021993263325,0.770642201834862,0.8,0.748958333333333,0.846077457795432,0.843564356435643,0.845933874824608
ensemble_model_v2_N40_B130_E170_nb_zones_10_lab_svdne,40,130,170, zones, lab, svdne,1560,520,520,0.6,0.2,0.2, [0.85576923 0.875      0.86217949 0.88461538 0.875     ],0.884803921568627,0.909313725490196,0.933922558922559,0.952256376716808,0.933333333333333,0.953205128205128,0.884520884520884,0.952380952380952,0.889432485322896,0.921108742004264,0.986301369863014,0.903203594984417,0.934719334719335,0.946127946127946,0.933922558922559
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svd,26,174,200,10, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.77960526 0.80592105 0.82894737 0.77631579 0.77631579],0.733644859813084,0.724299065420561,0.837121212121212,0.898360655737705,0.901315789473684,0.898026315789473,0.753246753246753,0.813084112149533,0.733644859813084,0.751054852320675,0.831775700934579,0.724299065420561,0.842746850873629,0.872895622895623,0.837121212121212
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdne,40,130,170,8, low_bits_4_shifted_2, svdne,1176,392,392,0.6,0.2,0.2, [0.83050847 0.82627119 0.84322034 0.82051282 0.86752137],0.826530612244898,0.788265306122449,0.901020408163265,0.963466440101954,0.964285714285714,0.96343537414966,0.830845771144279,0.818627450980392,0.826866916979558,0.770083102493075,0.780898876404494,0.78764569988449,0.9,0.9,0.901010101010101
svm_model_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163,12, low_bits_6, svdne,1674,558,558,0.6,0.2,0.2, [0.83928571 0.85416667 0.83832335 0.8742515  0.88023952],0.794871794871795,0.8005698005698,0.857323232323232,0.882668254913639,0.885304659498208,0.88231780167264,0.785714285714286,0.745762711864407,0.795295149035652,0.786585365853659,0.741379310344828,0.80006818624586,0.855313700384123,0.843434343434343,0.857323232323232
ensemble_model_v2_N32_B134_E166_nb_zones_12_lab_svdne,32,134,166, zones, lab, svdne,1704,568,568,0.6,0.2,0.2, [0.89181287 0.9122807  0.89117647 0.90588235 0.91764706],0.800595238095238,0.821428571428571,0.916666666666667,0.958552247518972,0.963615023474178,0.958333333333333,0.817438692098093,0.862068965517241,0.798318433375905,0.831460674157303,0.91358024691358,0.824606215410813,0.91871921182266,0.941919191919192,0.916666666666667
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170,10, low_bits_6, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.875      0.85416667 0.84375    0.875      0.85314685],0.788912579957356,0.812366737739872,0.839646464646465,0.86820652173913,0.888734353268428,0.865090403337969,0.822898032200358,0.954356846473029,0.784195967096164,0.830769230769231,0.947368421052632,0.816007861978598,0.850646805174441,0.913299663299663,0.839646464646465
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.77868852 0.81967213 0.83606557 0.81147541 0.80327869],0.719211822660099,0.733990147783251,0.862204724409449,0.952066115702479,0.944262295081967,0.952459016393443,0.73972602739726,0.801980198019802,0.719617549990293,0.735294117647059,0.76530612244898,0.735034013605442,0.863813229571984,0.880952380952381,0.86235119047619
svm_model_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200,12, low_bits_3, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.75714286 0.71428571 0.76285714 0.76571429 0.74      ],0.840255591054313,0.766773162939297,0.779461279461279,0.78194671016857,0.821714285714286,0.770857142857143,0.84375,0.870967741935484,0.840547162106982,0.788405797101449,0.860759493670886,0.765863617803185,0.79073482428115,0.833333333333333,0.77946127946128
svm_model_N32_B168_E200_nb_zones_4_lab_svd,32,168,200,4, lab, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.92241379 0.87068966 0.89473684 0.90350877 0.85964912],0.87434554973822,0.832460732984293,0.883891213389121,0.908789386401327,0.954703832752613,0.904181184668989,0.895652173913044,1,0.863636363636364,0.855855855855856,0.95959595959596,0.827624066754501,0.89478672985782,0.965235173824131,0.881975188625128
svm_model_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200,4, low_bits_2, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.83606557 0.80327869 0.775      0.81666667 0.83333333],0.746268656716418,0.766169154228856,0.81013916500994,0.850722311396469,0.877483443708609,0.846026490066225,0.721311475409836,0.741573033707865,0.745786516853933,0.766169154228856,0.777777777777778,0.766339869281046,0.810327706057597,0.83265306122449,0.810706375573485
svm_model_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163,12, low_bits_4, svdne,1884,628,628,0.6,0.2,0.2, [0.75132275 0.79100529 0.75531915 0.77393617 0.79787234],0.723577235772358,0.707317073170732,0.771043771043771,0.793456032719836,0.823779193205945,0.785562632696391,0.746268656716418,0.806451612903226,0.722897937599154,0.725190839694657,0.778688524590164,0.707892649391856,0.781174577634755,0.817340067340067,0.771043771043771
ensemble_model_N32_B168_E200_nb_zones_4_lab_svd,32,168,200,4, lab, svd,618,206,206,0.6,0.2,0.2, [0.91129032 0.84677419 0.93548387 0.86290323 0.91803279],0.83495145631068,0.859223300970874,0.890291262135922,0.919354838709678,0.922330097087379,0.919093851132686,0.83,0.932584269662921,0.846634015173341,0.877637130801688,0.954128440366972,0.853352879977301,0.893093661305582,0.930966469428008,0.890913445039052
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170,10, low_bits_4, svd,1500,500,500,0.6,0.2,0.2, [0.79666667 0.79333333 0.77333333 0.81       0.81333333],0.753424657534247,0.728310502283105,0.871212121212121,0.946801346801347,0.937333333333333,0.947333333333333,0.744075829383886,0.747619047619048,0.753195488721804,0.737306843267108,0.732456140350877,0.728132832080201,0.870338983050847,0.864478114478115,0.871212121212121
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200,4, low_bits_2, svdne,502,167,167,0.600478468899521,0.199760765550239,0.199760765550239, [0.79411765 0.75       0.81       0.81       0.77      ],0.760479041916168,0.81437125748503,0.897129186602871,0.969199178644764,0.940239043824701,0.970119521912351,0.75609756097561,0.729411764705882,0.761047345767575,0.822857142857143,0.837209302325581,0.813666379557852,0.895883777239709,0.876777251184834,0.89732582366005
ensemble_model_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170,8, low_bits_5, svdne,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.88135593 0.91949153 0.90254237 0.87288136 0.84322034],0.796437659033079,0.786259541984733,0.878942014242116,0.936967632027257,0.932203389830508,0.93728813559322,0.806763285024154,0.830845771144279,0.795631218905473,0.79,0.81025641025641,0.786441336441336,0.880281690140845,0.887423935091278,0.878916049178292
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200,12, low_bits_2, svd,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.75       0.76358696 0.78532609 0.73369565 0.75136612],0.75092936802974,0.769516728624535,0.818602693602693,0.834972677595628,0.831338411316648,0.835690968443961,0.769759450171821,0.788732394366197,0.748696905844516,0.765151515151515,0.795275590551181,0.770877231895309,0.819287211740042,0.822390572390572,0.818602693602693
svm_model_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200,12, low_bits_5, svd,1776,592,592,0.6,0.2,0.2, [0.75280899 0.75561798 0.75280899 0.77118644 0.75988701],0.7,0.746666666666667,0.85016835016835,0.889918887601391,0.864864864864865,0.893018018018018,0.716981132075472,0.75,0.699324324324324,0.759493670886076,0.810810810810811,0.7475106685633,0.849152542372881,0.843434343434343,0.85016835016835
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200,6, low_bits_3, svd,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.72826087 0.73369565 0.70108696 0.75824176 0.7032967 ],0.737704918032787,0.754098360655738,0.756225425950197,0.736969696969697,0.663755458515284,0.763100436681223,0.712230215827338,0.682758620689655,0.735129310344828,0.729241877256318,0.691780821917808,0.751550788317395,0.730434782608695,0.672897196261682,0.754724016406259
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svdn,26,174,200, zones, lab, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.54545455 0.46694215 0.50416667 0.5375     0.55      ],0.498753117206983,0.503740648379052,0.795613160518445,0.991680532445924,0.990033222591362,0.991694352159468,0.513317191283293,0.509615384615385,0.498331008369868,0.520481927710843,0.556701030927835,0.505403655560536,0.798029556650246,0.806772908366534,0.795602023045542
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svd,32,168,200, zones, lab, svd,558,186,186,0.6,0.2,0.2, [0.91964286 0.9375     0.94642857 0.94642857 0.93636364],0.838709677419355,0.860215053763441,0.938709677419355,0.998211091234347,1,0.998207885304659,0.854368932038835,0.916666666666667,0.836111111111111,0.861702127659574,0.964285714285714,0.869397759103642,0.940188877229801,0.9760348583878,0.939185157431692
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,498,166,166,0.6,0.2,0.2, [0.76       0.81       0.81       0.75       0.84693878],0.807228915662651,0.746987951807229,0.879518072289157,0.948,0.951807228915663,0.947791164658634,0.826086956521739,0.835164835164835,0.804249084249084,0.755813953488372,0.773809523809524,0.746660859465737,0.883177570093458,0.891509433962264,0.879252253926945
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_4_shifted_2_svdne,40,130,170, zones, low_bits_4_shifted_2, svdne,1206,402,402,0.6,0.2,0.2, [0.83884298 0.85123967 0.81818182 0.85416667 0.8375    ],0.791044776119403,0.803482587064677,0.879601990049751,0.934330839567747,0.932006633499171,0.934494195688225,0.793103448275862,0.800995024875622,0.791044776119403,0.809638554216867,0.777777777777778,0.805555555555555,0.880434782608696,0.873529411764706,0.879693998811646
svm_model_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170,10, low_bits_3, svdne,1554,518,518,0.6,0.2,0.2, [0.80128205 0.85897436 0.84193548 0.82580645 0.88709677],0.773722627737226,0.793187347931873,0.834175084175084,0.860284605433376,0.855855855855856,0.861003861003861,0.802547770700637,0.891509433962264,0.769875319996207,0.807256235827664,0.894472361809045,0.796292784678108,0.839707078925956,0.868686868686869,0.834175084175084
svm_model_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200,4, lab, svdn,564,188,188,0.6,0.2,0.2, [0.43859649 0.62280702 0.5        0.57142857 0.55357143],0.48936170212766,0.425531914893617,0.742553191489362,0.932862190812721,0.936170212765957,0.932624113475177,0.494736842105263,0.465346534653465,0.491293956981905,0.480769230769231,0.485436893203883,0.419189034837236,0.74896265560166,0.742798353909465,0.742544551404072
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166,12, low_bits_4, svd,1782,594,594,0.6,0.2,0.2, [0.7877095  0.83146067 0.83707865 0.78089888 0.8258427 ],0.653198653198653,0.656565656565657,0.897306397306397,0.977878615995462,0.967452300785634,0.978114478114478,0.643598615916955,0.641379310344828,0.652926497277677,0.679245283018868,0.710526315789474,0.655263157894737,0.89704641350211,0.894781144781145,0.897306397306397
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200,6, low_bits_3, svd,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.84042553 0.78723404 0.78191489 0.79787234 0.81382979],0.757188498402556,0.747603833865815,0.845466155810983,0.907150480256136,0.904255319148936,0.907446808510638,0.74496644295302,0.720779220779221,0.75661602548395,0.753894080996885,0.68361581920904,0.757249086075108,0.844473007712082,0.820224719101124,0.846060071968862
svm_model_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200,12, low_bits_6, svdne,1764,588,588,0.6,0.2,0.2, [0.81355932 0.83333333 0.81534091 0.78409091 0.78977273],0.758169934640523,0.73202614379085,0.792087542087542,0.810961968680089,0.821995464852608,0.808390022675737,0.756578947368421,0.688622754491018,0.765174686598027,0.672,0.60431654676259,0.721319950028002,0.789069171648164,0.777777777777778,0.792087542087542
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svd,32,134,166,12, low_bits_4_shifted_2, svd,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.85245902 0.83879781 0.85245902 0.87912088 0.81318681],0.694545454545455,0.712727272727273,0.88047138047138,0.931366988088486,0.899233296823658,0.933734939759036,0.708333333333333,0.778625954198473,0.698340754877014,0.735785953177258,0.763888888888889,0.710188719253605,0.879148936170213,0.869528619528619,0.88047138047138
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166,12, low_bits_5, svd,1776,592,592,0.6,0.2,0.2, [0.86235955 0.89325843 0.87078652 0.88983051 0.8559322 ],0.8,0.8,0.904882154882155,0.938586326767091,0.912162162162162,0.940315315315315,0.795918367346939,0.745222929936306,0.802681395038083,0.787234042553192,0.776223776223776,0.798939913589595,0.901824500434405,0.873737373737374,0.904882154882155
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svd,26,174,200, zones, low_bits_4_shifted_2, svd,1494,498,498,0.6,0.2,0.2, [0.78333333 0.79       0.78187919 0.7885906  0.76845638],0.691609977324263,0.709750566893424,0.857744107744108,0.950863213811421,0.958500669344043,0.950468540829987,0.699115044247788,0.683982683982684,0.691991341991342,0.695238095238095,0.695238095238095,0.709090909090909,0.857863751051304,0.858585858585859,0.857744107744108
svm_model_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200,6, low_bits_2, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.75568182 0.77272727 0.69886364 0.75       0.75568182],0.750853242320819,0.757679180887372,0.792633015006821,0.816091954022988,0.806818181818182,0.818181818181818,0.750853242320819,0.846153846153846,0.760500235960359,0.760942760942761,0.773972602739726,0.757734600689591,0.791780821917808,0.807262569832402,0.792964618249534
ensemble_model_v2_N40_B130_E170_nb_zones_8_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,1098,366,366,0.6,0.2,0.2, [0.85454545 0.89090909 0.93181818 0.90454545 0.87155963],0.80327868852459,0.784153005464481,0.89672131147541,0.964618249534451,0.943533697632058,0.965391621129326,0.8,0.782608695652174,0.803392259913999,0.774928774928775,0.735135135135135,0.784694639390772,0.894117647058824,0.869281045751634,0.896811575507396
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163,12, low_bits_5, svdne,1782,594,594,0.6,0.2,0.2, [0.86871508 0.87640449 0.85674157 0.84269663 0.81460674],0.821548821548821,0.841750841750842,0.912457912457912,0.938285714285714,0.921436588103255,0.939393939393939,0.831746031746032,0.873333333333333,0.821020408163265,0.849840255591054,0.904761904761905,0.842380952380952,0.912531539108494,0.913299663299663,0.912457912457912
svm_model_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200,8, lab, svdne,1146,382,382,0.6,0.2,0.2, [0.86956522 0.85652174 0.89130435 0.85964912 0.86403509],0.863874345549738,0.856020942408377,0.868586387434555,0.881188118811881,0.931937172774869,0.87434554973822,0.863157894736842,0.854166666666667,0.863925438596491,0.85254691689008,0.828125,0.856167763157895,0.872264631043257,0.895506792058516,0.868529891307327
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163,12, low_bits_6, svdne,1714,571,571,0.600140056022409,0.199929971988796,0.199929971988796, [0.84302326 0.80523256 0.85087719 0.85087719 0.85672515],0.851963746223565,0.824773413897281,0.922979797979798,0.955346650998825,0.948658109684948,0.955659276546091,0.841423948220065,0.8125,0.850694444444444,0.816455696202532,0.754385964912281,0.82719298245614,0.921357971637301,0.902356902356902,0.922979797979798
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170,10, low_bits_6, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.91666667 0.89       0.89333333 0.86666667 0.9261745 ],0.753986332574032,0.776765375854214,0.888047138047138,0.959183673469388,0.941255006675567,0.959946595460614,0.772151898734177,0.835616438356164,0.754171855541719,0.791489361702128,0.845454545454545,0.776608551266085,0.889809444904723,0.904040404040404,0.888047138047138
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170,10, low_bits_2, svdn,1572,524,524,0.6,0.2,0.2, [0.55696203 0.54140127 0.49681529 0.55732484 0.5       ],0.601990049751244,0.539800995024876,0.85479797979798,1,1,1,0.617224880382775,0.62621359223301,0.601372102238954,0.556354916067146,0.591836734693878,0.5410639984149,0.85666805151641,0.867845117845118,0.85479797979798
ensemble_model_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200,4, lab, svdn,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.546875  0.484375  0.46875   0.5859375 0.5703125],0.502347417840376,0.492957746478873,0.799249530956848,1,1,1,0.485436893203884,0.520833333333333,0.50400641025641,0.5,0.509433962264151,0.493034738141421,0.7984934086629,0.812260536398467,0.79951262114041
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166,12, low_bits_6, svd,1724,574,574,0.600278551532033,0.199860724233983,0.199860724233983, [0.86705202 0.86705202 0.86337209 0.85755814 0.87209302],0.874233128834356,0.892638036809816,0.926767676767677,0.943483275663206,0.948955916473318,0.943155452436195,0.876132930513595,0.868263473053892,0.87438330885399,0.889589905362776,0.886792452830189,0.89249802282228,0.926952141057935,0.929292929292929,0.926767676767677
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200,12, low_bits_4, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.74043716 0.7295082  0.74863388 0.74590164 0.75274725],0.748175182481752,0.708029197080292,0.742424242424242,0.738860688099267,0.716630196936543,0.74671772428884,0.779552715654952,0.877697841726619,0.746256328270717,0.735099337748344,0.822222222222222,0.709672262190248,0.743718592964824,0.747474747474748,0.742424242424242
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svdn,32,134,166, zones, low_bits_3, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.57848837 0.64534884 0.55232558 0.64244186 0.56725146],0.613981762917933,0.592705167173252,0.865740740740741,0.966042154566745,0.960419091967404,0.966239813736903,0.596825396825397,0.580246913580247,0.613476750203297,0.575949367088608,0.544910179640719,0.593442744141347,0.863616930312099,0.85016835016835,0.865740740740741
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166,12, low_bits_2, svdn,1764,588,588,0.6,0.2,0.2, [0.50282486 0.51977401 0.54545455 0.55397727 0.52840909],0.447712418300654,0.555555555555556,0.871632996632997,1,1,1,0.445901639344262,0.475524475524475,0.449418679480029,0.585365853658537,0.588957055214724,0.553219786348621,0.872757613683771,0.88047138047138,0.871632996632997
svm_model_N40_B130_E170_nb_zones_12_lab_svd,40,130,170,12, lab, svd,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.90517241 0.88150289 0.91040462 0.91040462 0.89595376],0.816770186335404,0.81055900621118,0.901936026936027,0.935094773118897,0.939953810623556,0.934757505773672,0.829971181556196,0.947368421052632,0.823684210526316,0.84318766066838,0.964705882352941,0.801431888544892,0.9059345983044,0.944444444444444,0.901936026936027
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,950,316,316,0.600505689001264,0.199747155499368,0.199747155499368, [0.84210526 0.82105263 0.81578947 0.81052632 0.78421053],0.775316455696203,0.715189873417722,0.846396965865992,0.916666666666667,0.949473684210526,0.913684210526316,0.77742946708464,0.8,0.775776397515528,0.744318181818182,0.793939393939394,0.711539233393538,0.853172205438066,0.888050314465409,0.846185258884547
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200,6, low_bits_2, svd,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.86144578 0.79518072 0.79518072 0.84146341 0.84146341],0.749090909090909,0.76,0.842296511627907,0.902612826603325,0.920096852300242,0.900726392251816,0.745387453874539,0.731884057971014,0.749153707817624,0.78,0.78,0.758,0.846426043878273,0.853067047075606,0.842089079093359
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200,12, low_bits_3, svdne,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.76775956 0.79508197 0.75136612 0.73224044 0.75      ],0.81021897810219,0.806569343065693,0.864478114478115,0.880440771349862,0.87417943107221,0.88129102844639,0.779661016949152,0.73015873015873,0.804268554268554,0.805860805860806,0.743243243243243,0.812097812097812,0.86144578313253,0.842592592592593,0.864478114478115
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svdn,32,168,200, zones, lab, svdn,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.56896552 0.56896552 0.57758621 0.57758621 0.5       ],0.398963730569948,0.544041450777202,0.787784679089027,0.998278829604131,1,0.998275862068966,0.408163265306122,0.43956043956044,0.401152768799828,0.555555555555555,0.572916666666667,0.54419029209622,0.78974358974359,0.807127882599581,0.788022019009402
ensemble_model_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163,12, low_bits_4, svdne,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.78488372 0.80232558 0.75872093 0.77616279 0.80523256],0.695121951219512,0.698170731707317,0.871212121212121,0.937021777516186,0.925581395348837,0.937790697674418,0.685534591194969,0.68125,0.694791666666667,0.699088145896657,0.68452380952381,0.698511904761905,0.869565217391304,0.858585858585859,0.871212121212121
ensemble_model_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200,8, lab, svdne,1236,412,412,0.6,0.2,0.2, [0.88306452 0.85483871 0.87903226 0.87398374 0.85365854],0.864077669902913,0.866504854368932,0.883009708737864,0.89763779527559,0.922330097087379,0.894822006472492,0.867924528301887,0.897560975609756,0.864239425002946,0.875846501128668,0.92822966507177,0.8655926650482,0.887225081890501,0.918604651162791,0.882940457877115
svm_model_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200,4, lab, svdne,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.92105263 0.90350877 0.89473684 0.8245614  0.85714286],0.851851851851852,0.862433862433862,0.871035940803382,0.891025641025641,0.978873239436619,0.880281690140845,0.87037037037037,0.94,0.846404494382023,0.863157894736842,0.931818181818182,0.866899189918992,0.881553398058252,0.961864406779661,0.87122756203962
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200,12, low_bits_5, svd,1670,556,556,0.600287562904385,0.199856218547807,0.199856218547807, [0.74550898 0.76047904 0.75748503 0.76347305 0.7754491 ],0.742209631728045,0.762039660056657,0.876683501683502,0.927696078431372,0.906586826347305,0.92934131736527,0.754716981132075,0.782122905027933,0.741636165157644,0.758620689655172,0.758620689655172,0.761991909073396,0.875372182050191,0.866161616161616,0.876683501683502
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,906,302,302,0.6,0.2,0.2, [0.76373626 0.78571429 0.78021978 0.81666667 0.78333333],0.791390728476821,0.71523178807947,0.850331125827815,0.913385826771654,0.896247240618102,0.915011037527594,0.79344262295082,0.796052631578947,0.791359649122807,0.724358974358974,0.763513513513513,0.716172341172341,0.849933598937583,0.849933598937583,0.85033007555862
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170,10, low_bits_3, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.81456954 0.7781457  0.85333333 0.79333333 0.81333333],0.809633027522936,0.782110091743119,0.852272727272727,0.890436985433819,0.934840425531915,0.884973404255319,0.812641083521445,0.810810810810811,0.809611012882041,0.783599088838269,0.803738317757009,0.782499789509135,0.857375050792361,0.888047138047138,0.852272727272727
ensemble_model_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200,4, lab, svdne,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.95522388 0.97761194 0.93939394 0.95454545 0.92424242],0.828054298642534,0.823529411764706,0.905063291139241,0.956656346749226,0.930722891566265,0.957831325301205,0.836206896551724,0.941747572815534,0.835280566068784,0.856088560885609,0.89922480620155,0.808308055274688,0.908616187989556,0.925531914893617,0.904647876265997
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.77639752 0.80434783 0.8        0.8        0.83125   ],0.735751295336788,0.787564766839378,0.904040404040404,0.972327044025157,0.963840399002494,0.972568578553616,0.727272727272727,0.781609195402299,0.739861201474734,0.808411214953271,0.816037735849057,0.784455649533724,0.904682274247492,0.910774410774411,0.904040404040404
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200,6, low_bits_3, svdn,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.54891304 0.5326087  0.59340659 0.50549451 0.54395604],0.582236842105263,0.490131578947368,0.804862023653088,0.983314794215795,0.967177242888403,0.983588621444201,0.572390572390572,0.551948051948052,0.582640692640693,0.511041009463722,0.512658227848101,0.489205826252818,0.803701255783212,0.790637191157347,0.805013150691555
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200,12, low_bits_6, svdne,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.77058824 0.76470588 0.79117647 0.8        0.77058824],0.789940828402367,0.772189349112426,0.851010101010101,0.880924855491329,0.896470588235294,0.878823529411765,0.778816199376947,0.735294117647059,0.790266106442577,0.764525993883792,0.744047619047619,0.77202380952381,0.851135407905803,0.851851851851852,0.851010101010101
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svd,40,130,170,10, low_bits_4_shifted_2, svd,1518,506,506,0.6,0.2,0.2, [0.88157895 0.85197368 0.86842105 0.88157895 0.8807947 ],0.773892773892774,0.692307692307692,0.851430976430976,0.916778523489933,0.899868247694335,0.918313570487483,0.782022471910112,0.776785714285714,0.773758710801394,0.704035874439462,0.765853658536585,0.695426829268293,0.851742965140697,0.853535353535353,0.851430976430976
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_2_svd,16,184,200, zones, low_bits_2, svd,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.68181818 0.72727273 0.73796791 0.71390374 0.73655914],0.854330708661417,0.862204724409449,0.859427609427609,0.857608695652174,0.844753747323341,0.859743040685225,0.848979591836735,0.873949579831933,0.855493308434485,0.875444839857651,0.911111111111111,0.858916900093371,0.858833474218089,0.855218855218855,0.859427609427609
ensemble_model_v2_N32_B168_E200_nb_zones_4_lab_svdne,32,168,200, zones, lab, svdne,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.83606557 0.86065574 0.80327869 0.79508197 0.91803279],0.832512315270936,0.793103448275862,0.918307086614173,0.988617886178862,0.99672131147541,0.988524590163934,0.833333333333333,0.904255319148936,0.837448760491899,0.792079207920792,0.761904761904762,0.79421768707483,0.918707149853085,0.930555555555556,0.918402777777778
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170,10, low_bits_5, svd,1440,480,480,0.6,0.2,0.2, [0.86805556 0.88194444 0.88194444 0.89583333 0.88541667],0.801282051282051,0.799145299145299,0.860690235690236,0.904127829560586,0.943055555555556,0.9,0.818003913894325,0.893162393162393,0.801282051282051,0.818532818532819,0.905982905982906,0.799145299145299,0.869221651521138,0.925925925925926,0.860690235690236
ensemble_model_v2_N26_B174_E200_nb_zones_8_lab_svdne,26,174,200, zones, lab, svdne,1122,374,374,0.6,0.2,0.2, [0.87168142 0.88392857 0.83482143 0.86160714 0.88839286],0.858288770053476,0.858288770053476,0.899465240641711,0.92894280762565,0.955436720142602,0.926916221033868,0.857908847184987,0.851063829787234,0.858327613818348,0.860892388451443,0.867724867724868,0.858186758186758,0.90146750524109,0.916844349680171,0.899409299303605
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_5_svdne,26,137,163, zones, low_bits_5, svdne,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.87719298 0.84795322 0.84795322 0.84795322 0.88823529],0.838323353293413,0.793413173652695,0.910774410774411,0.947922761849035,0.94847775175644,0.947892271662763,0.838323353293413,0.818713450292398,0.838804577906935,0.769230769230769,0.705521472392638,0.791357227424389,0.909479077711358,0.896464646464647,0.910774410774411
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdne,26,174,200,10, low_bits_4_shifted_2, svdne,1624,541,541,0.600147819660015,0.199926090169993,0.199926090169993, [0.78527607 0.78834356 0.78395062 0.78395062 0.7808642 ],0.736702127659574,0.731382978723404,0.773148148148148,0.775347912524851,0.720443349753695,0.791256157635468,0.734584450402145,0.732620320855615,0.736680530798178,0.729222520107239,0.71957671957672,0.731446113799055,0.760975609756098,0.722222222222222,0.773148148148148
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_6_svdne,26,137,163, zones, low_bits_6, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.84916201 0.88547486 0.8547486  0.85955056 0.81179775],0.759322033898305,0.786440677966102,0.894360269360269,0.934600335382895,0.936170212765957,0.934490481522956,0.764119601328904,0.793103448275862,0.759885057471264,0.797427652733119,0.826666666666667,0.785747126436782,0.895460224906289,0.904882154882155,0.894360269360269
svm_model_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200,6, low_bits_2, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.86413043 0.83152174 0.83516484 0.8021978  0.82967033],0.723684210526316,0.723684210526316,0.811432325886991,0.864,0.827133479212254,0.86980306345733,0.712328767123288,0.65,0.727777777777778,0.697841726618705,0.651006711409396,0.722277549253085,0.801384083044983,0.755874673629243,0.811799770677055
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200,4, low_bits_5, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.74576271 0.75423729 0.77118644 0.81355932 0.74576271],0.724489795918367,0.704081632653061,0.761710794297352,0.808176100628931,0.871186440677966,0.793220338983051,0.737864077669903,0.904761904761905,0.74702380952381,0.738738738738739,0.836734693877551,0.704081632653061,0.780075187969925,0.870020964360587,0.764713452477323
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svd,32,134,166,12, low_bits_4_shifted_2, svd,1678,559,559,0.600143061516452,0.199928469241774,0.199928469241774, [0.7797619  0.86904762 0.81547619 0.83630952 0.84131737],0.842406876790831,0.876790830945559,0.930555555555556,0.959662853702589,0.949940405244338,0.960071513706794,0.836795252225519,0.796610169491525,0.843072526606228,0.869300911854103,0.831395348837209,0.876149651819735,0.929093253115599,0.90993265993266,0.930555555555556
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.87987013 0.88311688 0.90584416 0.87012987 0.88562092],0.775656324582339,0.79236276849642,0.896464646464647,0.957599478147423,0.954486345903771,0.957737321196359,0.790178571428571,0.87192118226601,0.778553183725597,0.817610062893082,0.902777777777778,0.788827312534209,0.899918633034988,0.930976430976431,0.896464646464646
svm_model_N32_B168_E200_nb_zones_6_lab_svd,32,168,200,6, lab, svd,916,305,305,0.600262123197903,0.199868938401048,0.199868938401048, [0.9076087  0.92391304 0.91304348 0.93956044 0.93406593],0.845901639344262,0.826229508196721,0.906290956749672,0.952380952380952,0.938864628820961,0.953056768558952,0.854489164086687,0.951724137931034,0.850862068965517,0.837920489296636,0.901315789473684,0.826474888200894,0.907920154539601,0.933774834437086,0.90657613317185
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svd,32,134,166, zones, low_bits_5, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.88055556 0.88055556 0.84444444 0.85833333 0.86592179],0.792387543252595,0.743944636678201,0.920875420875421,0.969866071428571,0.96662958843159,0.969966629588432,0.807692307692308,0.868965517241379,0.792121647509578,0.761290322580645,0.819444444444444,0.744204980842912,0.92212096106048,0.936868686868687,0.920875420875421
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200,12, low_bits_4, svd,1740,580,580,0.6,0.2,0.2, [0.73563218 0.76724138 0.74425287 0.75574713 0.75574713],0.707547169811321,0.716981132075472,0.794612794612795,0.825614636935392,0.829885057471264,0.824712643678161,0.659340659340659,0.576923076923077,0.705128205128205,0.701986754966887,0.654320987654321,0.718186134852801,0.790017211703959,0.772727272727273,0.794612794612794
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200,4, low_bits_6, svd,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.84482759 0.85344828 0.87931034 0.81896552 0.88596491],0.776041666666667,0.739583333333333,0.858627858627859,0.924693520140105,0.913494809688581,0.92560553633218,0.792270531400966,0.788461538461538,0.774912587412587,0.742268041237113,0.727272727272727,0.739980449657869,0.860082304526749,0.849593495934959,0.858839301158969
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200,6, low_bits_3, svdn,992,330,330,0.600484261501211,0.199757869249395,0.199757869249395, [0.445      0.45959596 0.52020202 0.56060606 0.49494949],0.527272727272727,0.509090909090909,0.807506053268765,1,1,1,0.515527950310559,0.5,0.527439024390244,0.542372881355932,0.551724137931034,0.506631299734748,0.809352517985611,0.807416267942584,0.807507153579135
svm_model_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166,12, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.83333333 0.83898305 0.83333333 0.84463277 0.83238636],0.766447368421053,0.740131578947368,0.825757575757576,0.852678571428571,0.864253393665158,0.850678733031674,0.752613240418119,0.724832214765101,0.765641913834163,0.749206349206349,0.761290322580645,0.739705563974886,0.827067669172932,0.833333333333333,0.825757575757576
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200,4, low_bits_5, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.77777778 0.81481481 0.80555556 0.77777778 0.73584906],0.731843575418994,0.787709497206704,0.841517857142857,0.891891891891892,0.858736059479554,0.895910780669145,0.752577319587629,0.820224719101124,0.732334581772784,0.804123711340206,0.876404494382022,0.788202247191011,0.84326710816777,0.854586129753915,0.841546962427069
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svd,32,134,166, zones, low_bits_4, svd,1830,610,610,0.6,0.2,0.2, [0.81420765 0.7568306  0.7568306  0.78142077 0.80054645],0.772893772893773,0.750915750915751,0.943602693602693,0.997818974918212,1,0.997814207650273,0.761538461538462,0.744360902255639,0.77218045112782,0.736434108527132,0.678571428571429,0.75281954887218,0.943027210884354,0.933501683501684,0.943602693602693
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_3_svdne,16,184,200, zones, low_bits_3, svdne,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.73837209 0.79069767 0.76453488 0.75       0.74127907],0.774390243902439,0.774390243902439,0.85016835016835,0.876777251184834,0.86046511627907,0.87906976744186,0.771604938271605,0.714285714285714,0.778711484593838,0.748299319727891,0.718954248366013,0.770905695611578,0.845620121422376,0.820707070707071,0.85016835016835
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200,4, low_bits_6, svd,496,165,165,0.600484261501211,0.199757869249395,0.199757869249395, [0.77       0.81       0.85       0.75510204 0.78571429],0.812121212121212,0.739393939393939,0.891041162227603,0.966666666666666,0.935483870967742,0.967741935483871,0.824858757062147,0.802197802197802,0.813261063261063,0.765027322404371,0.769230769230769,0.735966735966736,0.892857142857143,0.872093023255814,0.891854592435988
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.78225806 0.83064516 0.75       0.82786885 0.80327869],0.668292682926829,0.639024390243902,0.823586744639376,0.934232715008432,0.899350649350649,0.936688311688311,0.527777777777778,0.426966292134831,0.64020728399845,0.519480519480519,0.396039603960396,0.635519801980198,0.79685746352413,0.71285140562249,0.820440854326396
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200,6, low_bits_2, svdne,956,318,318,0.600502512562814,0.199748743718593,0.199748743718593, [0.80729167 0.84895833 0.828125   0.81052632 0.83684211],0.767295597484277,0.783018867924528,0.851130653266332,0.902489626556016,0.910041841004184,0.901673640167364,0.764331210191083,0.745341614906832,0.767575266052142,0.778135048231511,0.796052631578947,0.783568484464172,0.850849590937697,0.854614412136536,0.851152399576383
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.81666667 0.84333333 0.81       0.79666667 0.82885906],0.790432801822323,0.772209567198178,0.868265993265993,0.920026437541309,0.929238985313752,0.919225634178905,0.797356828193833,0.822727272727273,0.790359070153591,0.779735682819383,0.808219178082192,0.772291407222914,0.870714580751755,0.887205387205387,0.868265993265993
ensemble_model_N32_B168_E200_nb_zones_6_lab_svd,32,168,200,6, lab, svd,816,272,272,0.6,0.2,0.2, [0.79268293 0.85365854 0.7195122  0.84567901 0.83333333],0.827205882352941,0.863970588235294,0.895588235294118,0.928746928746929,0.926470588235294,0.928921568627451,0.817120622568093,0.755395683453237,0.828825661275491,0.862453531598513,0.805555555555556,0.867621527777778,0.894029850746269,0.866859623733719,0.896060604094064
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svd,32,134,166, zones, low_bits_6, svd,1866,622,622,0.6,0.2,0.2, [0.87967914 0.89572193 0.85561497 0.90053763 0.87365591],0.803921568627451,0.792156862745098,0.916666666666667,0.94944119212347,0.956055734190782,0.94908896034298,0.780701754385965,0.735537190082645,0.800604415936845,0.78714859437751,0.73134328358209,0.795423707906747,0.915959252971137,0.908249158249158,0.916666666666667
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_5_svd,16,184,200, zones, low_bits_5, svd,1700,566,566,0.600282485875706,0.199858757062147,0.199858757062147, [0.71764706 0.67941176 0.68529412 0.72941176 0.71764706],0.781065088757396,0.769230769230769,0.891835016835017,0.938704028021016,0.945882352941176,0.938235294117647,0.767295597484277,0.739393939393939,0.780101593974426,0.766467065868264,0.739884393063584,0.769942196531792,0.891331923890063,0.887205387205387,0.891835016835017
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.8442623  0.90983607 0.86065574 0.85245902 0.88333333],0.777227722772277,0.742574257425743,0.885375494071146,0.969105691056911,0.980263157894737,0.96875,0.780487804878049,0.761904761904762,0.777859597447226,0.754716981132075,0.754716981132076,0.741941823899371,0.887596899224806,0.889320388349514,0.885304057353832
ensemble_model_v2_N26_B137_E163_nb_zones_12_low_bits_4_svdne,26,137,163, zones, low_bits_4, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.80617978 0.76836158 0.79096045 0.75706215 0.79661017],0.731788079470199,0.73841059602649,0.88973063973064,0.942632170978628,0.945823927765237,0.942437923250564,0.755287009063444,0.838926174496644,0.733188577444401,0.764179104477612,0.836601307189543,0.737092599903496,0.892798690671031,0.918350168350168,0.88973063973064
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_6_svdne,16,184,200, zones, low_bits_6, svdne,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.74293785 0.75852273 0.76704545 0.79261364 0.75      ],0.788273615635179,0.811074918566775,0.878787878787879,0.907042253521127,0.913734392735528,0.906356413166856,0.796238244514107,0.79375,0.788031462585034,0.814102564102564,0.863945578231292,0.813222789115646,0.880299251870324,0.891414141414141,0.878787878787879
svm_model_N26_B174_E200_nb_zones_10_lab_svd,26,174,200,10, lab, svd,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.86423841 0.91390728 0.86754967 0.90066225 0.90333333],0.783410138248848,0.804147465437788,0.864478114478115,0.906840390879479,0.923076923076923,0.905172413793103,0.805785123966942,0.878378378378378,0.781170321264661,0.816414686825054,0.891509433962264,0.806115077341492,0.870265914585012,0.909090909090909,0.864478114478114
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,790,263,263,0.600303951367781,0.199848024316109,0.199848024316109, [0.49367089 0.5        0.51265823 0.58227848 0.53164557],0.532319391634981,0.498098859315589,0.79483282674772,0.980842911877395,0.972151898734177,0.981012658227848,0.585858585858586,0.612676056338028,0.525346292631824,0.531914893617021,0.547445255474453,0.495944849959448,0.801762114537445,0.810089020771513,0.79445261007423
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,1624,541,541,0.600147819660015,0.199926090169993,0.199926090169993, [0.53374233 0.53374233 0.50617284 0.49074074 0.52777778],0.550531914893617,0.51063829787234,0.825757575757576,0.962645437844458,0.967980295566502,0.96243842364532,0.546916890080429,0.520408163265306,0.55187074829932,0.480225988700565,0.472222222222222,0.50907029478458,0.824576271186441,0.819023569023569,0.825757575757576
ensemble_model_N40_B130_E170_nb_zones_12_lab_svd,40,130,170,12, lab, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.88186813 0.88736264 0.86538462 0.89285714 0.91758242],0.892086330935252,0.917266187050359,0.929713804713805,0.936170212765957,0.918681318681318,0.937362637362637,0.897260273972603,0.929078014184397,0.891546306362272,0.915750915750916,0.912408759124088,0.917197287363462,0.928966397277754,0.919191919191919,0.929713804713805
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200,4, low_bits_5, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.5        0.54237288 0.52542373 0.50847458 0.53389831],0.438775510204082,0.494897959183674,0.609979633401222,0.701030927835051,0.691525423728814,0.705084745762712,0.388888888888889,0.376344086021505,0.435744858544733,0.464864864864865,0.472527472527472,0.493406593406593,0.595564941921858,0.588726513569937,0.60947260072135
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200,4, low_bits_6, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.53636364 0.55454545 0.51818182 0.53636364 0.49090909],0.513661202185792,0.540983606557377,0.602620087336245,0.654611211573237,0.658181818181818,0.652727272727273,0.491428571428571,0.48314606741573,0.512849629452546,0.567010309278351,0.591397849462366,0.540143369175627,0.605206073752712,0.610503282275711,0.602637262052888
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdne,26,174,200,10, low_bits_4_shifted_2, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.76845638 0.79865772 0.77364865 0.76351351 0.79391892],0.733183856502242,0.760089686098655,0.815656565656566,0.856562922868742,0.853099730458221,0.857142857142857,0.711864406779661,0.7,0.73135593220339,0.759550561797753,0.716101694915254,0.762812752219532,0.8125,0.798821548821549,0.815656565656566
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svd,40,130,170,10, low_bits_4_shifted_2, svd,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.83333333 0.83333333 0.88       0.86912752 0.87583893],0.777272727272727,0.815909090909091,0.884259259259259,0.935914552736983,0.93716577540107,0.935828877005348,0.767772511848341,0.73972602739726,0.777102832703155,0.810304449648712,0.782805429864253,0.816060249178702,0.882829143587559,0.872053872053872,0.884259259259259
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200,4, low_bits_4, svd,664,221,221,0.600361663652803,0.199819168173599,0.199819168173599, [0.78358209 0.78358209 0.84090909 0.78787879 0.76515152],0.710407239819005,0.678733031674208,0.769439421338155,0.8125,0.783132530120482,0.819277108433735,0.700934579439252,0.681818181818182,0.71027846027846,0.675799086757991,0.632478632478632,0.681623931623932,0.762348555452004,0.731663685152057,0.769853780418807
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svdn,32,134,166, zones, low_bits_2, svdn,1680,560,560,0.6,0.2,0.2, [0.55952381 0.52380952 0.53869048 0.4702381  0.5297619 ],0.517241379310345,0.494252873563218,0.849747474747475,0.99225729600953,0.991666666666667,0.992261904761905,0.535911602209945,0.548022598870056,0.51670135791456,0.479289940828402,0.473684210526316,0.493904252155813,0.849936948297604,0.851010101010101,0.849747474747475
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svd,32,168,200, zones, lab, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.87222222 0.83333333 0.85555556 0.87777778 0.8258427 ],0.852842809364548,0.8561872909699,0.897058823529412,0.926775956284153,0.944320712694878,0.925389755011136,0.864197530864197,0.897435897435897,0.850815850815851,0.862619808306709,0.894039735099338,0.855803651333452,0.900773195876289,0.924603174603175,0.896761046761047
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.71875    0.81052632 0.78421053 0.78421053 0.77894737],0.798107255520505,0.760252365930599,0.847414880201765,0.890322580645161,0.869747899159664,0.892857142857143,0.79746835443038,0.84,0.800239520958084,0.775147928994083,0.823899371069182,0.760050951357376,0.847222222222222,0.854777070063694,0.847488410187902
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200,4, low_bits_5, svdn,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.54166667 0.5        0.55084746 0.63559322 0.53389831],0.563451776649746,0.507614213197969,0.814401622718053,1,1,1,0.619469026548673,0.654205607476635,0.554880581516096,0.535885167464115,0.658823529411765,0.525840336134454,0.821811100292113,0.864754098360656,0.814907169662255
svm_model_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200,6, low_bits_3, svdne,870,290,290,0.6,0.2,0.2, [0.74712644 0.81034483 0.8045977  0.81034483 0.83333333],0.762068965517241,0.76551724137931,0.792413793103448,0.803827751196172,0.772413793103448,0.811494252873563,0.747252747252747,0.744525547445255,0.761151662611517,0.755395683453237,0.734265734265734,0.765092050806336,0.782984859408796,0.759440559440559,0.791965177679463
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200,4, low_bits_6, svdn,508,169,169,0.600472813238771,0.199763593380615,0.199763593380615, [0.47058824 0.49019608 0.50980392 0.5        0.56      ],0.473372781065089,0.544378698224852,0.802600472813239,0.998027613412229,0.996062992125984,0.998031496062992,0.473372781065089,0.526315789473684,0.478211658177702,0.544378698224852,0.582278481012658,0.546694796061885,0.802366863905326,0.828850855745721,0.803441446179497
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200,4, low_bits_4, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.78448276 0.80701754 0.72807018 0.76315789 0.8245614 ],0.715789473684211,0.742105263157895,0.810924369747899,0.868824531516184,0.891608391608392,0.865384615384615,0.727272727272727,0.782608695652174,0.717834960070985,0.758620689655172,0.785714285714286,0.740683229813665,0.817813765182186,0.848739495798319,0.810924369747899
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170,10, low_bits_4, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.66333333 0.61073826 0.60402685 0.61409396 0.63758389],0.590497737556561,0.518099547511312,0.602693602693603,0.619113573407202,0.599195710455764,0.631367292225201,0.563855421686747,0.539170506912442,0.589585253456221,0.47921760391198,0.435555555555556,0.519621095750128,0.583774250440917,0.557239057239057,0.602693602693603
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170,10, low_bits_5, svd,1652,550,550,0.600290697674419,0.199854651162791,0.199854651162791, [0.9126506  0.83636364 0.84242424 0.85151515 0.86060606],0.834254143646409,0.845303867403315,0.913720538720539,0.94576477757465,0.939467312348668,0.946125907990315,0.824561403508772,0.810344827586207,0.833363903154805,0.847826086956522,0.829787234042553,0.845928099779897,0.912803062526584,0.903198653198653,0.913720538720539
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.59016393 0.49180328 0.48333333 0.525      0.5       ],0.492537313432836,0.512437810945274,0.799204771371769,0.996688741721854,0.996688741721854,0.996688741721854,0.518867924528302,0.544554455445545,0.492277227722772,0.51,0.536842105263158,0.513704071499503,0.801181102362205,0.817269076305221,0.799382569648673
svm_model_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200,12, low_bits_2, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.75833333 0.77777778 0.73888889 0.75       0.77653631],0.73356401384083,0.754325259515571,0.764309764309764,0.763761467889908,0.740823136818687,0.770856507230256,0.758620689655172,0.864285714285714,0.737511984659636,0.782874617737003,0.859060402684564,0.750958772770853,0.765690376569038,0.77020202020202,0.764309764309764
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.55737705 0.51639344 0.5        0.48360656 0.49180328],0.487684729064039,0.472906403940887,0.788385826771654,0.993442622950819,0.993442622950819,0.99344262295082,0.504761904761905,0.477477477477478,0.488738738738739,0.456852791878173,0.445544554455446,0.472772277227723,0.788593903638152,0.775628626692456,0.788615916552641
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.75384615 0.79230769 0.79230769 0.71875    0.7421875 ],0.627906976744186,0.683720930232558,0.842936802973978,0.967441860465116,0.96594427244582,0.96749226006192,0.622641509433962,0.640776699029126,0.628424063800277,0.704347826086956,0.716814159292035,0.681936491410723,0.844526218951242,0.851576994434137,0.842920713231966
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200,6, low_bits_3, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.81318681 0.79120879 0.82417582 0.78021978 0.81111111],0.768211920529801,0.781456953642384,0.847222222222222,0.895947426067908,0.900881057268722,0.895374449339207,0.755244755244755,0.72,0.767894736842105,0.785714285714286,0.724550898203593,0.788201375027722,0.846715328467153,0.827496757457847,0.847621523128383
svm_model_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200,6, lab, svdn,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.53614458 0.47590361 0.56626506 0.51219512 0.59146341],0.48,0.483636363636364,0.710029069767442,0.859605911330049,0.845036319612591,0.861985472154964,0.501742160278746,0.507042253521127,0.479085036534999,0.440944881889764,0.474576271186441,0.482511065529526,0.70509977827051,0.708766716196137,0.710002134769477
ensemble_model_N26_B174_E200_nb_zones_10_lab_svd,26,174,200,10, lab, svd,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.90939597 0.91610738 0.91275168 0.8590604  0.87248322],0.812641083521445,0.826185101580136,0.892255892255892,0.938303341902314,0.979865771812081,0.935570469798658,0.814317673378076,0.805309734513274,0.812793116104563,0.817102137767221,0.792626728110599,0.825516903878308,0.894389438943894,0.912457912457912,0.892255892255892
svm_model_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200,4, low_bits_5, svdne,730,243,243,0.600328947368421,0.199835526315789,0.199835526315789, [0.86986301 0.88356164 0.83561644 0.83561644 0.91780822],0.654320987654321,0.732510288065844,0.805921052631579,0.875179340028694,0.835616438356164,0.880821917808219,0.671875,0.688,0.653322033898305,0.743083003952569,0.758064516129032,0.731973434535104,0.804311774461028,0.789902280130293,0.806080708171459
svm_model_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200,4, low_bits_6, svdne,600,200,200,0.6,0.2,0.2, [0.74166667 0.775      0.75833333 0.825      0.75833333],0.72,0.715,0.767,0.825581395348837,0.946666666666667,0.8,0.76271186440678,0.818181818181818,0.709090909090909,0.755364806866953,0.838095238095238,0.708521303258145,0.798617113223855,0.897087378640777,0.76297667901111
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_svd,16,184,200, zones, low_bits_4, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.7295082  0.7295082  0.69672131 0.73497268 0.71153846],0.64963503649635,0.671532846715328,0.837121212121212,0.89234065345474,0.911378555798687,0.890043763676149,0.682119205298013,0.725352112676056,0.646766965428937,0.693877551020408,0.772727272727273,0.675096030729833,0.842874543239951,0.873737373737374,0.837121212121212
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200,4, low_bits_4, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.56140351 0.53508772 0.53508772 0.56140351 0.53571429],0.566137566137566,0.486772486772487,0.538054968287526,0.675062972292191,0.943661971830986,0.545774647887324,0.715277777777778,0.990384615384615,0.518721719457014,0.642066420664207,0.988636363636364,0.519070657065707,0.677014042867701,0.96218487394958,0.535347756123726
svm_model_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200,8, low_bits_2, svd,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.77678571 0.77027027 0.74324324 0.75225225 0.76126126],0.810810810810811,0.794594594594595,0.784557235421166,0.759276879162702,0.717625899280576,0.772482014388489,0.785276073619632,0.757396449704142,0.806558921369484,0.788888888888889,0.763440860215054,0.794763908368396,0.770293609671848,0.734357848518112,0.78375703265438
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170,10, low_bits_6, svdn,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.53040541 0.58445946 0.60810811 0.54391892 0.59797297],0.533482142857143,0.540178571428571,0.734848484848485,0.86120077469335,0.901351351351351,0.85472972972973,0.584493041749503,0.665158371040724,0.535222357326529,0.594488188976378,0.665198237885462,0.538481471883908,0.75390625,0.812289562289562,0.734848484848485
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166,12, low_bits_3, svdne,1776,592,592,0.6,0.2,0.2, [0.81460674 0.81460674 0.78932584 0.81355932 0.82485876],0.85,0.783333333333333,0.853535353535353,0.87176724137931,0.911036036036036,0.865990990990991,0.828897338403042,0.751724137931034,0.846829810901001,0.761904761904762,0.670967741935484,0.787208008898776,0.854515050167224,0.86026936026936,0.853535353535353
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svd,32,134,166, zones, low_bits_4_shifted_2, svd,1812,604,604,0.6,0.2,0.2, [0.81043956 0.80662983 0.83425414 0.82044199 0.83701657],0.75886524822695,0.76241134751773,0.896464646464647,0.939443535188216,0.950331125827814,0.938741721854305,0.779220779220779,0.821917808219178,0.756547139403707,0.75812274368231,0.772058823529412,0.762741740531829,0.898263027295285,0.914141414141414,0.896464646464646
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200,4, low_bits_5, svdne,566,188,188,0.600849256900212,0.199575371549894,0.199575371549894, [0.78947368 0.85964912 0.83333333 0.88392857 0.79464286],0.718085106382979,0.675531914893617,0.840764331210191,0.934065934065934,0.901060070671378,0.936395759717314,0.674846625766871,0.572916666666667,0.721240942028985,0.590604026845638,0.483516483516483,0.669593293304634,0.825174825174825,0.753191489361702,0.840578795528309
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200,4, low_bits_6, svdne,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.84057971 0.78985507 0.7826087  0.875      0.82352941],0.807017543859649,0.763157894736842,0.856392294220665,0.902941176470588,0.895043731778426,0.903790087463557,0.824,0.851239669421488,0.80412450760794,0.769230769230769,0.825688073394495,0.765785213167836,0.859106529209622,0.87260034904014,0.856335323904955
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.8125     0.78409091 0.82386364 0.8125     0.82758621],0.746575342465753,0.787671232876712,0.831053351573187,0.869257950530035,0.840546697038724,0.873576309794989,0.743055555555555,0.694805194805195,0.749576510446076,0.77037037037037,0.759124087591241,0.786013656698846,0.824449182658138,0.794520547945205,0.83100344337151
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_shifted_2_svdne,26,174,200, zones, low_bits_4_shifted_2, svdne,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.78289474 0.79934211 0.82450331 0.81125828 0.83112583],0.68445475638051,0.728538283062645,0.831228956228956,0.898630136986301,0.866578599735799,0.90224570673712,0.676190476190476,0.642533936651584,0.685552682611506,0.719424460431654,0.714285714285714,0.728183581124758,0.82542446669569,0.797979797979798,0.831228956228956
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200,4, low_bits_4, svdn,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.58955224 0.5530303  0.50757576 0.57575758 0.62878788],0.513636363636364,0.590909090909091,0.807622504537205,0.977307110438729,0.97583081570997,0.977341389728097,0.511415525114155,0.48695652173913,0.514906832298137,0.590909090909091,0.596330275229358,0.590957930407472,0.807272727272727,0.8,0.807678244972578
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.79365079 0.84126984 0.84126984 0.85714286 0.79032258],0.698564593301435,0.732057416267943,0.877629063097514,0.985553772070626,0.977707006369427,0.985668789808917,0.712328767123288,0.728971962616822,0.697819314641745,0.745454545454545,0.788461538461538,0.732326007326007,0.879472693032015,0.889523809523809,0.877583401882826
svm_model_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200,12, low_bits_5, svdne,1854,618,618,0.6,0.2,0.2, [0.75268817 0.75268817 0.78918919 0.8        0.77837838],0.701149425287356,0.67816091954023,0.756734006734007,0.777540106951872,0.784250269687163,0.775620280474649,0.677685950413223,0.611940298507463,0.703607944529322,0.655737704918033,0.62992125984252,0.676900928428722,0.754668930390492,0.748316498316498,0.756734006734007
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svd,40,130,170, zones, low_bits_4_shifted_2, svd,1406,468,468,0.600341588385995,0.199829205807003,0.199829205807003, [0.82978723 0.88297872 0.88652482 0.85714286 0.83928571],0.717948717948718,0.735042735042735,0.860802732707088,0.948755490483162,0.92176386913229,0.950213371266003,0.733870967741935,0.745901639344262,0.716700819672131,0.733905579399142,0.76,0.7359670781893,0.859965635738832,0.854095563139932,0.86080846533065
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,612,204,204,0.6,0.2,0.2, [0.75806452 0.76229508 0.80327869 0.76229508 0.7295082 ],0.78921568627451,0.784313725490196,0.873529411764706,0.93,0.911764705882353,0.931372549019608,0.798122065727699,0.876288659793814,0.793284516812795,0.813559322033898,0.872727272727273,0.77678916827853,0.877025738798856,0.896686159844055,0.873392389586721
svm_model_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170,10, low_bits_2, svdne,1572,524,524,0.6,0.2,0.2, [0.78481013 0.84713376 0.8343949  0.81528662 0.82802548],0.783582089552239,0.800995024875622,0.820286195286195,0.842041312272175,0.881679389312977,0.834605597964377,0.757660167130919,0.701030927835051,0.780803925455987,0.794871794871795,0.745192307692308,0.803008524980175,0.821711899791232,0.828282828282828,0.820286195286195
ensemble_model_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200,6, lab, svdn,920,306,306,0.600522193211488,0.199738903394256,0.199738903394256, [0.55434783 0.50543478 0.51086957 0.5326087  0.52717391],0.486928104575163,0.509803921568627,0.799608355091384,1,1,1,0.464163822525597,0.438709677419355,0.487566759239479,0.479166666666667,0.433962264150943,0.512899499422411,0.795469686875417,0.771317829457364,0.799906935836862
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.59649123 0.47321429 0.51785714 0.58035714 0.59821429],0.518716577540107,0.540106951871658,0.801282051282051,0.982269503546099,0.98576512455516,0.98220640569395,0.510869565217391,0.546511627906977,0.520780566428736,0.522222222222222,0.5,0.540322580645161,0.799568965517241,0.804772234273319,0.801333485557712
svm_model_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166,12, low_bits_2, svdne,1728,576,576,0.6,0.2,0.2, [0.83526012 0.84682081 0.84971098 0.83815029 0.78488372],0.734567901234568,0.777777777777778,0.813973063973064,0.845484221980414,0.899305555555556,0.835648148148148,0.697183098591549,0.634615384615385,0.730998168498168,0.767741935483871,0.708333333333333,0.780448717948718,0.818256578947369,0.837542087542088,0.813973063973064
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170,12, low_bits_3, svd,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.83055556 0.82222222 0.80833333 0.84722222 0.82122905],0.782006920415225,0.802768166089965,0.887205387205387,0.917133258678611,0.911012235817575,0.917686318131257,0.802507836990596,0.859060402684564,0.779530201342282,0.811881188118812,0.878571428571429,0.805057526366251,0.888704318936877,0.900673400673401,0.887205387205387
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200,8, low_bits_2, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.78947368 0.78761062 0.80088496 0.74336283 0.76106195],0.745358090185676,0.779840848806366,0.823966065747614,0.860782529572339,0.835689045936396,0.864840989399293,0.74331550802139,0.74331550802139,0.745341964537011,0.767507002801121,0.76536312849162,0.779146210710457,0.818579234972678,0.803648068669528,0.823731791148181
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166,12, low_bits_5, svdn,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.55027933 0.53910615 0.53351955 0.54469274 0.5027933 ],0.549488054607509,0.573378839590444,0.587121212121212,0.618143459915612,0.654748603351955,0.595530726256983,0.562913907284768,0.55921052631579,0.549108809257185,0.600638977635783,0.666666666666667,0.576754385964912,0.60931899641577,0.643939393939394,0.587121212121212
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svd,40,130,170, zones, lab, svd,1734,578,578,0.6,0.2,0.2, [0.89655172 0.89942529 0.89884393 0.89017341 0.8699422 ],0.772585669781931,0.825545171339564,0.904461279461279,0.943089430894309,0.936562860438293,0.943483275663206,0.780780780780781,0.828025477707006,0.773768836414479,0.839080459770115,0.890243902439024,0.824102842939257,0.905534748231378,0.915824915824916,0.904461279461279
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166,12, low_bits_4, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.5480226  0.5819209  0.56779661 0.55932203 0.55965909],0.598684210526316,0.575657894736842,0.571548821548822,0.629289511841469,0.736425339366516,0.566176470588235,0.613924050632911,0.625806451612903,0.598138125135311,0.59047619047619,0.624161073825503,0.57659666594501,0.622962962962963,0.707912457912458,0.571548821548822
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,1368,456,456,0.6,0.2,0.2, [0.91605839 0.91240876 0.92335766 0.93065693 0.91176471],0.785087719298246,0.804824561403509,0.9,0.96969696969697,0.95906432748538,0.970029239766082,0.798353909465021,0.808333333333333,0.783796296296296,0.806941431670282,0.845454545454545,0.806201848998459,0.900869565217391,0.905594405594406,0.899980301388752
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200,6, low_bits_6, svd,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.78823529 0.78571429 0.81547619 0.80952381 0.82142857],0.671428571428571,0.714285714285714,0.847360912981455,0.949880668257757,0.945368171021378,0.950118764845606,0.705128205128205,0.814814814814815,0.676372924648787,0.759036144578313,0.84,0.704615384615385,0.855600539811066,0.898016997167139,0.846997004330696
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svd,26,174,200, zones, lab, svd,1440,480,480,0.6,0.2,0.2, [0.88541667 0.86111111 0.84375    0.87152778 0.87847222],0.83974358974359,0.844017094017094,0.886784511784512,0.918628110289173,0.948611111111111,0.915972222222222,0.840085287846482,0.831223628691983,0.839854238588416,0.842332613390929,0.844155844155844,0.844018850347964,0.888797023563456,0.904882154882155,0.886784511784512
svm_model_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200,4, low_bits_4, svdne,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.78225806 0.76612903 0.75806452 0.76229508 0.80327869],0.673170731707317,0.663414634146341,0.862573099415205,0.991816693944354,0.983766233766234,0.991883116883117,0.679425837320574,0.78021978021978,0.683969539232697,0.693333333333333,0.728971962616822,0.66040434865535,0.865071770334928,0.893280632411067,0.862986470051687
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200,6, low_bits_5, svd,924,308,308,0.6,0.2,0.2, [0.77419355 0.83333333 0.77717391 0.73369565 0.82065217],0.707792207792208,0.743506493506494,0.785064935064935,0.808962264150943,0.742424242424242,0.824675324675325,0.6875,0.626582278481013,0.709957805907173,0.726643598615917,0.652173913043478,0.747855664004733,0.767719298245614,0.700384122919334,0.786292193211973
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166,12, low_bits_6, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.53735632 0.5316092  0.53448276 0.54597701 0.56069364],0.561128526645768,0.554858934169279,0.571127946127946,0.625698324022346,0.708860759493671,0.575949367088608,0.611111111111111,0.647058823529412,0.55507303592578,0.601123595505618,0.718120805369127,0.56494275562574,0.62048417132216,0.701178451178451,0.571127946127946
ensemble_model_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200,4, low_bits_4, svdne,464,154,154,0.601036269430052,0.199481865284974,0.199481865284974, [0.74468085 0.68085106 0.77173913 0.69565217 0.72826087],0.772727272727273,0.694805194805195,0.805699481865285,0.85593220338983,0.870689655172414,0.853448275862069,0.785276073619632,0.790123456790123,0.771774057162185,0.718562874251497,0.789473684210526,0.696018893387314,0.812967581047382,0.838046272493573,0.805446112748092
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200,8, low_bits_3, svd,1242,414,414,0.6,0.2,0.2, [0.764      0.78225806 0.74596774 0.78629032 0.73387097],0.782608695652174,0.78743961352657,0.793719806763285,0.802223987291501,0.813204508856683,0.79951690821256,0.797297297297297,0.87192118226601,0.784301823360493,0.805309734513274,0.831050228310502,0.78475588338602,0.801856148491879,0.828379674017258,0.793449817534432
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170,10, low_bits_4, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.64137931 0.62847222 0.63541667 0.58333333 0.60416667],0.563169164882227,0.531049250535332,0.765572390572391,0.905233380480905,0.887656033287101,0.907073509015257,0.525581395348837,0.497797356828194,0.561398678414097,0.552147239263804,0.5625,0.530148678414097,0.761251607372482,0.747474747474748,0.765572390572391
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svdn,32,168,200, zones, lab, svdn,960,320,320,0.6,0.2,0.2, [0.48958333 0.53125    0.45833333 0.52604167 0.49479167],0.48125,0.5,0.7925,0.993736951983299,0.991666666666667,0.99375,0.505952380952381,0.488505747126437,0.480554243426232,0.51219512195122,0.531645569620253,0.500390686044694,0.795314426633785,0.794334975369458,0.792472056212648
ensemble_model_v2_N26_B174_E200_nb_zones_4_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.80172414 0.73275862 0.80172414 0.79310345 0.75862069],0.709844559585492,0.704663212435233,0.839544513457557,0.926829268292683,0.917241379310345,0.927586206896552,0.708333333333333,0.781609195402299,0.716276295814357,0.691891891891892,0.735632183908046,0.707438733463457,0.837013669821241,0.857758620689655,0.840233892018134
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200,6, low_bits_6, svd,894,298,298,0.6,0.2,0.2, [0.79444444 0.8        0.87640449 0.74719101 0.74157303],0.758389261744966,0.721476510067114,0.843624161073825,0.913716814159292,0.923937360178971,0.912751677852349,0.790697674418605,0.888888888888889,0.754789272030651,0.731391585760518,0.856060606060606,0.735259218692954,0.850353243416827,0.904371584699454,0.844666003431521
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200,12, low_bits_2, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.73351648 0.76923077 0.79005525 0.77348066 0.79281768],0.747330960854093,0.697508896797153,0.82996632996633,0.86283185840708,0.859977949283352,0.863285556780595,0.732075471698113,0.668965517241379,0.749923935091278,0.644351464435147,0.566176470588235,0.693433062880325,0.825259515570934,0.803030303030303,0.82996632996633
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200,6, low_bits_5, svd,930,310,310,0.6,0.2,0.2, [0.77956989 0.82258065 0.82795699 0.77419355 0.82795699],0.690322580645161,0.738709677419355,0.834193548387097,0.910514541387025,0.875268817204301,0.913978494623656,0.652173913043478,0.580645161290323,0.690322580645161,0.705454545454545,0.646666666666667,0.735833333333333,0.822145328719723,0.771428571428571,0.833791208791209
svm_model_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200,12, low_bits_4, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.73611111 0.72222222 0.70277778 0.7150838  0.72346369],0.786206896551724,0.796551724137931,0.743265993265993,0.73581847649919,0.758351893095768,0.727728285077951,0.8,0.826666666666667,0.784761904761905,0.791519434628975,0.8,0.796666666666667,0.750409165302782,0.771885521885522,0.743265993265993
svm_model_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200,6, lab, svdne,902,300,300,0.600532623169108,0.199733688415446,0.199733688415446, [0.91208791 0.94444444 0.91111111 0.95555556 0.89444444],0.83,0.836666666666667,0.894141145139814,0.937829293993678,0.98669623059867,0.934589800443459,0.825938566552901,0.858156028368794,0.831593737454837,0.847352024922118,0.87741935483871,0.835261401557286,0.89827255278311,0.939759036144578,0.894382829330567
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,1242,414,414,0.6,0.2,0.2, [0.728      0.78629032 0.75       0.79032258 0.79435484],0.760869565217391,0.758454106280193,0.82463768115942,0.865793780687398,0.851851851851852,0.867954911433172,0.76144578313253,0.802030456852792,0.762766380500129,0.772727272727273,0.7981220657277,0.75726998808773,0.82522869523351,0.831231813773036,0.82466306761799
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_3_svdne,32,134,166, zones, low_bits_3, svdne,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.84636872 0.82402235 0.80167598 0.82865169 0.80617978],0.779661016949153,0.806779661016949,0.86026936026936,0.884488448844884,0.9003359462486,0.882418812989921,0.805970149253731,0.918367346938775,0.780129619415334,0.824615384615385,0.905405405405405,0.806444199301342,0.866020984665052,0.903198653198653,0.86026936026936
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200,12, low_bits_5, svdne,1686,562,562,0.6,0.2,0.2, [0.74260355 0.79585799 0.77810651 0.72916667 0.75297619],0.678260869565217,0.733333333333333,0.800084175084175,0.844393592677345,0.875444839857651,0.838671411625148,0.699186991869919,0.75,0.678468208092486,0.747252747252747,0.786127167630058,0.733179862884796,0.808544941555824,0.844276094276094,0.800084175084175
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200,6, low_bits_4, svd,906,302,302,0.6,0.2,0.2, [0.85164835 0.81318681 0.81868132 0.77777778 0.79444444],0.705298013245033,0.639072847682119,0.845033112582781,0.959910913140312,0.951434878587196,0.960264900662252,0.766404199475066,0.941935483870968,0.698858898398069,0.716883116883117,0.896103896103896,0.633862758862759,0.859375,0.938320209973753,0.844160104986877
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170,10, low_bits_2, svdne,1534,511,511,0.600156494522692,0.199921752738654,0.199921752738654, [0.84090909 0.80194805 0.77777778 0.80392157 0.85620915],0.760095011876485,0.807600950118765,0.851010101010101,0.8898847631242,0.90612777053455,0.887874837027379,0.751842751842752,0.671052631578947,0.768168802836106,0.774373259052925,0.72020725388601,0.800893100627216,0.847938144329897,0.830808080808081,0.851010101010101
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200,8, low_bits_3, svd,1152,384,384,0.6,0.2,0.2, [0.78448276 0.77826087 0.74347826 0.74782609 0.8173913 ],0.744791666666667,0.752604166666667,0.826041666666667,0.879384088964927,0.892361111111111,0.877604166666667,0.779279279279279,0.839805825242718,0.737318642958438,0.757033248081841,0.813186813186813,0.755603307583506,0.833333333333333,0.866182572614108,0.825873713085297
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.79166667 0.79166667 0.70238095 0.80357143 0.80120482],0.734767025089606,0.734767025089606,0.841690544412607,0.912364945978391,0.906921241050119,0.912887828162291,0.743055555555556,0.77536231884058,0.735198889916744,0.72992700729927,0.757575757575758,0.735930735930736,0.8415770609319,0.851959361393324,0.841821264855078
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170,10, low_bits_6, svdn,1458,486,486,0.6,0.2,0.2, [0.60616438 0.55136986 0.53424658 0.52739726 0.52758621],0.533769063180828,0.529411764705882,0.818602693602693,0.999313658201784,0.998628257887517,0.999314128943758,0.550420168067227,0.569565217391304,0.533690905638884,0.553719008264463,0.585152838427948,0.529532940953104,0.82167976830782,0.835858585858586,0.818602693602693
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1012,337,337,0.600237247924081,0.19988137603796,0.19988137603796, [0.83823529 0.83663366 0.84158416 0.83168317 0.86633663],0.744807121661721,0.72700296735905,0.848754448398577,0.919371727748691,0.867588932806324,0.923913043478261,0.765027322404372,0.858895705521472,0.748413370002116,0.748633879781421,0.825301204819277,0.728440076093849,0.848844101956135,0.85748502994012,0.848836522020589
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200,4, low_bits_3, svd,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.78571429 0.77777778 0.76190476 0.72580645 0.76612903],0.711538461538462,0.769230769230769,0.787907869481766,0.824806201550387,0.849840255591054,0.819488817891374,0.662921348314607,0.561904761904762,0.712991215903837,0.757575757575758,0.700934579439252,0.771259368927547,0.783545543584721,0.761904761904762,0.788109054066501
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdn,40,130,170,10, low_bits_4_shifted_2, svdn,1428,476,476,0.6,0.2,0.2, [0.59090909 0.5979021  0.57342657 0.59090909 0.61267606],0.60126582278481,0.586497890295359,0.654461279461279,0.711640211640211,0.753501400560224,0.694677871148459,0.638623326959847,0.698744769874477,0.600436214724473,0.627376425855513,0.702127659574468,0.587465503427401,0.679422100741898,0.732323232323232,0.654461279461279
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svd,26,174,200,12, low_bits_4_shifted_2, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.78932584 0.76685393 0.75706215 0.76553672 0.76553672],0.790697674418605,0.730897009966777,0.914141414141414,0.965237543453071,0.939120631341601,0.966178128523112,0.819484240687679,0.916666666666667,0.785919540229885,0.765217391304348,0.910344827586207,0.737223695844386,0.915702479338843,0.932659932659933,0.914141414141414
ensemble_model_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200,6, lab, svdne,996,332,332,0.6,0.2,0.2, [0.89       0.89       0.87       0.82323232 0.85858586],0.840361445783132,0.810240963855422,0.895180722891566,0.941295546558704,0.933734939759036,0.941767068273092,0.837920489296636,0.810650887573964,0.840908265872872,0.802507836990596,0.785276073619632,0.809797800123425,0.893512851897185,0.879518072289157,0.895180722891566
svm_model_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200,10, lab, svdn,1334,444,444,0.6003600360036,0.1998199819982,0.1998199819982, [0.51865672 0.46641791 0.54135338 0.4887218  0.5       ],0.468468468468469,0.506756756756757,0.534653465346535,0.570155902004454,0.575712143928036,0.565967016491754,0.438095238095238,0.423963133640553,0.467488174749792,0.518681318681319,0.508620689655172,0.506668835393624,0.534653465346535,0.532258064516129,0.534664294464213
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200,4, low_bits_3, svd,616,205,205,0.600389863547758,0.199805068226121,0.199805068226121, [0.77419355 0.78225806 0.84677419 0.81967213 0.81147541],0.804878048780488,0.785365853658537,0.848927875243665,0.88783570300158,0.912337662337662,0.88474025974026,0.81981981981982,0.834862385321101,0.802847859327217,0.801801801801802,0.824074074074074,0.783171057655594,0.856081708449396,0.878095238095238,0.848229255774166
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200,6, low_bits_4, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.7688172  0.76630435 0.80434783 0.75543478 0.77717391],0.654723127035831,0.680781758957655,0.819661458333333,0.920218579234973,0.913232104121475,0.920824295010846,0.576,0.47682119205298,0.651872134488028,0.604838709677419,0.5,0.676751592356688,0.803963198867657,0.745406824146982,0.819085841014059
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166,12, low_bits_2, svdne,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.80494505 0.82417582 0.79005525 0.80662983 0.8121547 ],0.818505338078292,0.822064056939502,0.853956228956229,0.869703389830508,0.905181918412348,0.86438809261301,0.822299651567944,0.855072463768116,0.81914462349245,0.832214765100671,0.867132867132867,0.821247592986723,0.859684593610999,0.894781144781145,0.853956228956229
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170,10, low_bits_5, svdn,1410,470,470,0.6,0.2,0.2, [0.59574468 0.58510638 0.60283688 0.58510638 0.59219858],0.538297872340426,0.540425531914894,0.582553191489362,0.703141928494041,0.920567375886525,0.611347517730496,0.637729549248748,0.834061135371179,0.54566127307978,0.648208469055375,0.839662447257384,0.537856974701653,0.679306963059823,0.887275832621691,0.583587025725604
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdn,32,134,166,12, low_bits_4_shifted_2, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.56321839 0.56896552 0.54597701 0.58092486 0.55202312],0.621875,0.61875,0.590488215488216,0.637537239324727,0.73963133640553,0.579493087557604,0.672086720867209,0.779874213836478,0.622856361576624,0.672043010752688,0.77639751552795,0.617758506191648,0.646823956442831,0.75,0.590488215488216
ensemble_model_v2_N32_B168_E200_nb_zones_6_lab_svdne,32,168,200, zones, lab, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.91764706 0.88235294 0.87647059 0.91764706 0.94047619],0.826241134751773,0.843971631205674,0.907223796033994,0.955503512880562,0.962264150943396,0.955188679245283,0.844444444444444,0.923611111111111,0.824124396135266,0.858064516129032,0.93006993006993,0.842732806761584,0.911426639621366,0.947960618846695,0.906933233817071
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200,6, low_bits_6, svdn,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.51136364 0.52272727 0.54545455 0.55681818 0.52840909],0.580204778156997,0.474402730375427,0.530695770804911,0.665036674816626,0.927272727272727,0.532954545454545,0.700729927007299,0.911392405063291,0.551992498827942,0.596858638743455,0.857142857142857,0.506696428571429,0.659405940594059,0.911080711354309,0.531730831867631
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,640,213,213,0.600375234521576,0.199812382739212,0.199812382739212, [0.859375  0.859375  0.8671875 0.859375  0.8671875],0.802816901408451,0.741784037558686,0.871482176360225,0.9375,0.9375,0.9375,0.809090909090909,0.864077669902913,0.804766107678729,0.775510204081632,0.818965517241379,0.734225026661927,0.876018099547511,0.897959183673469,0.871180730356659
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200,6, low_bits_5, svdn,942,314,314,0.6,0.2,0.2, [0.58421053 0.59042553 0.59042553 0.59574468 0.59042553],0.522292993630573,0.544585987261146,0.568152866242038,0.693715194908512,0.925690021231422,0.591295116772824,0.642857142857143,0.888157894736842,0.533585120207927,0.658711217183771,0.857142857142857,0.536414565826331,0.676526717557252,0.904336734693877,0.568580581087397
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.77232143 0.85267857 0.76339286 0.78571429 0.82142857],0.785522788203753,0.707774798927614,0.853697749196141,0.924731182795699,0.921428571428571,0.925,0.798994974874372,0.815384615384615,0.78409680207433,0.713910761154856,0.731182795698925,0.707837387154275,0.855936675461741,0.861849096705632,0.853627251055519
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170,12, low_bits_3, svd,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.83142857 0.81428571 0.82285714 0.82285714 0.82183908],0.789808917197452,0.805732484076433,0.846801346801347,0.865874363327674,0.875286041189931,0.86441647597254,0.8,0.857142857142857,0.791071428571429,0.823188405797101,0.8875,0.80413961038961,0.850941850941851,0.874579124579125,0.846801346801347
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,1366,455,455,0.600175746924429,0.199912126537786,0.199912126537786, [0.55839416 0.5729927  0.5620438  0.61397059 0.58455882],0.58021978021978,0.589010989010989,0.806678383128295,0.954344624447717,0.948755490483162,0.954612005856515,0.550588235294118,0.527027027027027,0.578964157290337,0.5720823798627,0.548245614035088,0.589100780585826,0.801801801801802,0.785525154457193,0.806585849319585
svm_model_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200,8, low_bits_2, svdne,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.804      0.788      0.77419355 0.76612903 0.80241935],0.763285024154589,0.794685990338164,0.787162162162162,0.784641068447412,0.755627009646302,0.792604501607717,0.744791666666667,0.6875,0.763652912621359,0.772117962466488,0.73469387755102,0.791658865381015,0.774424552429668,0.737816764132554,0.786690408834919
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,882,294,294,0.6,0.2,0.2, [0.75280899 0.74431818 0.70454545 0.78409091 0.77272727],0.680272108843537,0.639455782312925,0.817687074829932,0.924276169265033,0.941043083900227,0.922902494331066,0.72189349112426,0.824324324324324,0.679285449833395,0.684523809523809,0.809859154929577,0.645061156412157,0.829516539440204,0.891928864569083,0.818088924842052
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200,4, low_bits_3, svdn,648,216,216,0.6,0.2,0.2, [0.57692308 0.53076923 0.5        0.57692308 0.5859375 ],0.486111111111111,0.583333333333333,0.562962962962963,0.608946608946609,0.651234567901235,0.58179012345679,0.488479262672811,0.53,0.489137931034483,0.628099173553719,0.64957264957265,0.577311577311577,0.590277777777778,0.628465804066543,0.562841436356092
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_2_svdne,16,184,200, zones, low_bits_2, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.75714286 0.75142857 0.77428571 0.73142857 0.77428571],0.795527156549521,0.795527156549521,0.840488215488215,0.857467348097672,0.862857142857143,0.856571428571429,0.762962962962963,0.677631578947368,0.792231938542007,0.776223776223776,0.68944099378882,0.798667865315463,0.836426413465688,0.815656565656566,0.840488215488215
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_5_svdne,16,184,200, zones, low_bits_5, svdne,1732,577,577,0.6001386001386,0.1999306999307,0.1999306999307, [0.72988506 0.71965318 0.68786127 0.71965318 0.70809249],0.773291925465838,0.779503105590062,0.853956228956229,0.883667621776504,0.890300230946882,0.882794457274827,0.788405797101449,0.804733727810651,0.771647909656959,0.765676567656766,0.758169934640523,0.77849325134393,0.854993731717509,0.861111111111111,0.853956228956229
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200,6, low_bits_5, svdn,828,276,276,0.6,0.2,0.2, [0.56024096 0.45783133 0.53012048 0.4939759  0.52439024],0.536231884057971,0.478260869565217,0.802898550724638,1,1,1,0.522388059701493,0.48951048951049,0.537988327462012,0.503448275862069,0.561538461538462,0.482824025289779,0.803751803751804,0.810771470160116,0.802932632626956
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200,6, low_bits_6, svdn,888,296,296,0.6,0.2,0.2, [0.50561798 0.55617978 0.48876404 0.52808989 0.51704545],0.449324324324324,0.560810810810811,0.791891891891892,0.982817869415808,0.966216216216216,0.983108108108108,0.472491909385113,0.493243243243243,0.449324324324324,0.56953642384106,0.597222222222222,0.561769005847953,0.792452830188679,0.798913043478261,0.7919296400187
ensemble_model_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200,12, low_bits_4, svdne,1878,626,626,0.6,0.2,0.2, [0.67819149 0.69680851 0.71010638 0.72340426 0.69786096],0.738955823293173,0.771084337349398,0.851010101010101,0.880041365046536,0.906283280085197,0.876464323748669,0.736842105263158,0.78448275862069,0.741865439460721,0.8,0.857142857142857,0.764778325123153,0.856447688564477,0.888888888888889,0.851010101010101
svm_model_N32_B168_E200_nb_zones_8_lab_svd,32,168,200,8, lab, svd,1184,394,394,0.600405679513185,0.199797160243408,0.199797160243408, [0.87815126 0.86554622 0.86864407 0.87711864 0.86864407],0.842639593908629,0.842639593908629,0.87525354969574,0.900326797385621,0.930743243243243,0.896959459459459,0.863436123348018,0.97029702970297,0.839315181518152,0.848780487804878,0.956043956043956,0.85066348745594,0.882183908045977,0.943647540983607,0.875940236355257
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200,4, low_bits_3, svdn,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.54310345 0.56034483 0.54310345 0.63793103 0.59649123],0.515625,0.505208333333333,0.804573804573804,1,1,1,0.559241706161137,0.572815533980582,0.511126868113887,0.522613065326633,0.525252525252525,0.50456174649723,0.809716599190283,0.814663951120163,0.804359576409338
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.81045752 0.82026144 0.80718954 0.8125     0.85855263],0.8,0.814117647058824,0.861111111111111,0.892067620286086,0.89908256880734,0.891218872870249,0.785894206549118,0.757281553398058,0.798732100899942,0.817551963048499,0.808219178082192,0.814303763798377,0.860641891891892,0.857744107744108,0.861111111111111
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166,12, low_bits_4, svdn,1812,604,604,0.6,0.2,0.2, [0.5521978  0.58563536 0.58839779 0.62154696 0.57458564],0.560283687943262,0.50354609929078,0.859427609427609,0.961411245865491,0.962472406181016,0.961368653421634,0.633136094674556,0.737931034482759,0.555096904102693,0.570552147239264,0.678832116788321,0.50838157563554,0.865213882163035,0.902356902356902,0.859427609427609
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166,12, low_bits_6, svdn,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.55172414 0.57183908 0.56609195 0.56936416 0.53757225],0.54375,0.559375,0.861111111111111,0.97513013302487,0.971198156682028,0.975230414746544,0.60752688172043,0.680722891566265,0.538413393835081,0.593659942363112,0.668831168831169,0.563331247066187,0.865196078431372,0.891414141414141,0.861111111111111
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166,12, low_bits_5, svdn,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.54076087 0.54076087 0.54891304 0.53532609 0.54619565],0.593283582089552,0.511194029850746,0.884680134680135,0.981236203090508,0.966304347826087,0.981521739130435,0.698060941828255,0.863013698630137,0.566752750954413,0.611275964391691,0.844262295081967,0.538569503705367,0.890836653386454,0.941077441077441,0.884680134680135
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200,8, low_bits_3, svdn,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.56018519 0.45327103 0.57476636 0.47196262 0.56074766],0.546218487394958,0.495798319327731,0.545912653975364,0.562091503267974,0.561567164179104,0.5625,0.569148936170213,0.594444444444444,0.545809792843691,0.491525423728814,0.491525423728814,0.495762711864407,0.549694614103276,0.554311310190369,0.545912653975364
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200,8, low_bits_2, svdne,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.77826087 0.80869565 0.79824561 0.84210526 0.84210526],0.713910761154856,0.774278215223097,0.832633788037775,0.89328743545611,0.907342657342657,0.891608391608392,0.707774798927614,0.647058823529412,0.719009637753406,0.778350515463918,0.740196078431373,0.776877700232635,0.834113364534582,0.818367346938775,0.833049764182131
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200,6, low_bits_4, svdn,912,304,304,0.6,0.2,0.2, [0.59782609 0.53296703 0.55494505 0.51648352 0.58241758],0.523026315789474,0.532894736842105,0.556578947368421,0.581621621621622,0.589912280701754,0.575657894736842,0.533762057877814,0.588652482269503,0.52745507549058,0.572289156626506,0.60126582278481,0.530084966186926,0.57015306122449,0.59205298013245,0.556810803791715
svm_model_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170,12, lab, svdn,1840,613,613,0.600130463144162,0.199934768427919,0.199934768427919, [0.59782609 0.54347826 0.56521739 0.57336957 0.55434783],0.488805970149254,0.555970149253731,0.558501683501684,0.620392532312111,0.704347826086957,0.569021739130435,0.607449856733524,0.815384615384615,0.498272017837235,0.664788732394366,0.855072463768116,0.546767001114827,0.624418188327963,0.734006734006734,0.558501683501684
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,568,189,189,0.600422832980973,0.199788583509514,0.199788583509514, [0.59649123 0.61403509 0.59649123 0.64912281 0.53571429],0.576719576719577,0.492063492063492,0.802325581395349,0.980392156862745,0.96830985915493,0.980633802816901,0.565217391304348,0.619047619047619,0.580952380952381,0.52,0.577777777777778,0.495959595959596,0.802116402116402,0.827510917030568,0.803099720810366
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svd,26,174,200,12, low_bits_4_shifted_2, svd,1680,560,560,0.6,0.2,0.2, [0.80357143 0.77380952 0.81547619 0.7797619  0.80654762],0.781609195402299,0.741379310344828,0.847222222222222,0.88111044055522,0.869047619047619,0.882738095238095,0.73972602739726,0.624277456647399,0.780710156895128,0.683098591549296,0.554285714285714,0.742460776218002,0.83743842364532,0.787037037037037,0.847222222222222
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.5        0.53793103 0.56896552 0.54137931 0.5625    ],0.540948275862069,0.521551724137931,0.804713804713805,0.980041293874742,0.983425414364641,0.979972375690608,0.567951318458418,0.600858369098712,0.540688924809096,0.55241935483871,0.593073593073593,0.521858684948814,0.80999180999181,0.832491582491583,0.804713804713805
ensemble_model_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200,10, lab, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.5        0.5        0.5170068  0.47278912 0.52054795],0.506607929515419,0.493392070484582,0.808922558922559,1,1,1,0.515151515151515,0.528888888888889,0.506802523047065,0.5,0.502183406113537,0.493313925278991,0.810041841004184,0.814814814814815,0.808922558922559
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,858,286,286,0.6,0.2,0.2, [0.51744186 0.49418605 0.5        0.5        0.50588235],0.524475524475524,0.531468531468531,0.801398601398601,0.983606557377049,0.979020979020979,0.983682983682984,0.558441558441559,0.56578947368421,0.521700706991359,0.492424242424243,0.481481481481482,0.528820210939416,0.800841514726508,0.797486033519553,0.801404081185547
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.56470588 0.45294118 0.51764706 0.54705882 0.47647059],0.508833922261484,0.568904593639576,0.803672316384181,0.979640718562874,0.962352941176471,0.98,0.528813559322034,0.553191489361702,0.508990110878034,0.576388888888889,0.592857142857143,0.569155844155844,0.803949224259521,0.807365439093485,0.803682719546742
svm_model_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200,4, low_bits_3, svdne,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.79545455 0.79230769 0.8        0.79230769 0.73076923],0.714285714285714,0.71889400921659,0.802946593001841,0.871287128712871,0.94478527607362,0.860429447852761,0.730434782608696,0.875,0.730888429752066,0.751020408163265,0.867924528301887,0.722250552439232,0.818950930626058,0.916666666666667,0.806003584229391
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdn,40,130,170,10, low_bits_4_shifted_2, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.56578947 0.58552632 0.60855263 0.67218543 0.64238411],0.555813953488372,0.588372093023256,0.783670033670034,0.902536715620828,0.891820580474934,0.903693931398417,0.61569416498994,0.765,0.569456521739131,0.669158878504673,0.778260869565217,0.574130434782609,0.796837944664032,0.848484848484848,0.783670033670034
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170,10, low_bits_4, svdne,1476,492,492,0.6,0.2,0.2, [0.85135135 0.8277027  0.80743243 0.84013605 0.81972789],0.753333333333333,0.771111111111111,0.883417508417508,0.957055214723926,0.951219512195122,0.957317073170731,0.752783964365256,0.737991266375546,0.753611017803158,0.769574944071588,0.778280542986425,0.771236341362208,0.882776132035548,0.877946127946128,0.883417508417508
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_2_svdne,32,134,166, zones, low_bits_2, svdne,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.77906977 0.7748538  0.7748538  0.79824561 0.78654971],0.858433734939759,0.885542168674699,0.871212121212121,0.874074074074074,0.896028037383178,0.870911214953271,0.859701492537313,0.832369942196532,0.85958119751336,0.875816993464052,0.842767295597484,0.883811393463482,0.87228714524207,0.87962962962963,0.871212121212121
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200,6, low_bits_4, svdn,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.59036145 0.47590361 0.48795181 0.52439024 0.50609756],0.487272727272727,0.530909090909091,0.792877906976744,0.981504315659679,0.963680387409201,0.9818401937046,0.537704918032787,0.577464788732394,0.484221116170709,0.571428571428571,0.627737226277372,0.531259917486512,0.798870853916725,0.817919075144509,0.792731467396816
ensemble_model_N32_B168_E200_nb_zones_8_lab_svd,32,168,200,8, lab, svd,1246,415,415,0.60019267822736,0.19990366088632,0.19990366088632, [0.84       0.872      0.892      0.88306452 0.875     ],0.8,0.857831325301205,0.873795761078998,0.905063291139241,0.918138041733547,0.903691813804173,0.815964523281597,0.880382775119617,0.799414688530683,0.863741339491917,0.89047619047619,0.857433217189315,0.878026070763501,0.904990403071017,0.87367508548135
svm_model_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200,6, low_bits_5, svdne,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.87209302 0.84883721 0.80813953 0.8372093  0.81395349],0.695804195804196,0.657342657342657,0.784217877094972,0.855813953488372,0.855813953488372,0.855813953488372,0.753541076487252,0.904761904761905,0.689791024323398,0.713450292397661,0.91044776119403,0.67232914375491,0.801286173633441,0.876230661040788,0.784855968523168
svm_model_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200,6, low_bits_6, svdne,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.77710843 0.77108434 0.74390244 0.77439024 0.82317073],0.821167883211679,0.784671532846715,0.791545189504373,0.785542168674699,0.79126213592233,0.783980582524272,0.810810810810811,0.813953488372093,0.820769847634322,0.791519434628975,0.783216783216783,0.784738162600758,0.791545189504373,0.793859649122807,0.791551917584659
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200,4, low_bits_3, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.828125   0.86507937 0.73809524 0.82539683 0.78571429],0.80952380952381,0.771428571428571,0.842205323193916,0.876190476190476,0.873417721518987,0.876582278481013,0.807692307692308,0.807692307692308,0.809506531204644,0.773584905660377,0.752293577981651,0.772186392951222,0.841904761904762,0.835538752362949,0.842243563561972
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170,10, low_bits_5, svdn,1488,496,496,0.6,0.2,0.2, [0.54362416 0.5738255  0.62751678 0.54362416 0.5777027 ],0.531531531531532,0.558558558558558,0.82996632996633,1,1,1,0.54978354978355,0.590697674418605,0.533340103584848,0.584745762711864,0.602620087336245,0.557123997156494,0.833195706028076,0.849326599326599,0.82996632996633
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200,4, low_bits_2, svd,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.75833333 0.77118644 0.83050847 0.8559322  0.75423729],0.715736040609137,0.761421319796954,0.802231237322515,0.837455830388693,0.800675675675676,0.844594594594594,0.747747747747748,0.798076923076923,0.710866418527709,0.770731707317073,0.822916666666667,0.762943481848185,0.803625377643505,0.804435483870968,0.802217741935484
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,490,163,163,0.600490196078431,0.199754901960784,0.199754901960784, [0.80612245 0.80612245 0.80612245 0.81632653 0.82653061],0.717791411042945,0.766871165644172,0.846813725490196,0.918811881188119,0.946938775510204,0.916326530612245,0.676056338028169,0.648648648648649,0.711964773762527,0.776470588235294,0.767441860465116,0.766837813349441,0.847001223990208,0.854320987654321,0.846868523024241
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,1266,422,422,0.6,0.2,0.2, [0.75984252 0.79527559 0.77952756 0.81349206 0.79365079],0.751184834123223,0.746445497630332,0.827488151658768,0.874587458745875,0.837282780410742,0.879936808846761,0.758620689655172,0.797101449275362,0.752039096730704,0.762749445676275,0.788990825688073,0.744985608922468,0.82650142993327,0.819470699432892,0.827511015115686
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200,6, low_bits_5, svdne,780,260,260,0.6,0.2,0.2, [0.81410256 0.76923077 0.83974359 0.80128205 0.82692308],0.769230769230769,0.757692307692308,0.867692307692308,0.936936936936937,0.933333333333333,0.937179487179487,0.724770642201835,0.642276422764228,0.762744050798172,0.740740740740741,0.676691729323308,0.759605707181339,0.861066235864297,0.825077399380805,0.867431666051259
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200,8, low_bits_3, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.53305785 0.50416667 0.50416667 0.53333333 0.50416667],0.5625,0.5225,0.817182817182817,1,1,1,0.55919395465995,0.54679802955665,0.562739116301168,0.501305483028721,0.5,0.521634615384615,0.815338042381433,0.811244979919679,0.817153305069183
ensemble_model_v2_N16_B184_E200_nb_zones_12_low_bits_4_svdne,16,184,200, zones, low_bits_4, svdne,1672,557,557,0.600143575017947,0.199928212491027,0.199928212491027, [0.73511905 0.73353293 0.7245509  0.71257485 0.73952096],0.698863636363636,0.681818181818182,0.851851851851852,0.921269095182139,0.937799043062201,0.919856459330144,0.728205128205128,0.747368421052632,0.694671864847303,0.652173913043478,0.648148148148148,0.679337231968811,0.854183927091964,0.867845117845118,0.851851851851852
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200,4, low_bits_2, svd,614,204,204,0.600782778864971,0.199608610567515,0.199608610567515, [0.79032258 0.80645161 0.81147541 0.81967213 0.83606557],0.794117647058823,0.764705882352941,0.850293542074364,0.902021772939347,0.944625407166124,0.897394136807817,0.787878787878788,0.709090909090909,0.801353965183752,0.775700934579439,0.709401709401709,0.774241084585912,0.854976303317535,0.844569288389513,0.850563332719347
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,836,278,278,0.600574712643678,0.199712643678161,0.199712643678161, [0.54761905 0.54761905 0.4702381  0.53012048 0.53614458],0.52158273381295,0.535971223021583,0.799568965517241,0.979689366786141,0.980861244019139,0.979665071770335,0.539792387543253,0.569343065693431,0.522260185328985,0.574257425742574,0.617021276595745,0.534788010560646,0.804758572428272,0.826149425287356,0.799568965517241
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200,6, low_bits_6, svdne,1028,342,342,0.600467289719626,0.199766355140187,0.199766355140187, [0.83009709 0.77184466 0.75242718 0.80582524 0.76470588],0.736842105263158,0.754385964912281,0.830607476635514,0.88671875,0.883268482490272,0.88715953307393,0.722222222222222,0.754838709677419,0.738381921683629,0.769230769230769,0.769230769230769,0.753365384615385,0.830607476635514,0.835487661574618,0.830635816850027
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svd,40,130,170, zones, low_bits_3, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.83522727 0.80965909 0.80965909 0.82857143 0.82857143],0.819354838709677,0.861290322580645,0.875420875420875,0.887877063175868,0.888382687927107,0.887813211845102,0.832335329341317,0.902597402597403,0.819888444888445,0.873900293255132,0.955128205128205,0.860680985680986,0.878289473684211,0.898989898989899,0.875420875420875
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svd,32,168,200, zones, lab, svd,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.8539823  0.80973451 0.86725664 0.84513274 0.87610619],0.867021276595745,0.845744680851064,0.890541976620616,0.91358024691358,0.916814159292035,0.913274336283186,0.878640776699029,0.973118279569892,0.868138087153367,0.86697247706422,0.949748743718593,0.839281151520313,0.89606458123108,0.934736842105263,0.890115202168511
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200,6, low_bits_3, svd,820,273,273,0.600292825768668,0.199853587115666,0.199853587115666, [0.79878049 0.80487805 0.76829268 0.79878049 0.81097561],0.754578754578755,0.769230769230769,0.790629575402635,0.807407407407407,0.797560975609756,0.809756097560976,0.761565836298932,0.718120805369127,0.758253951071661,0.756756756756757,0.710144927536232,0.769887278582931,0.788148148148148,0.763271162123386,0.791202098251528
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,536,178,178,0.600896860986547,0.199551569506726,0.199551569506726, [0.67592593 0.78703704 0.7037037  0.72641509 0.68867925],0.775280898876405,0.775280898876405,0.903587443946188,0.988805970149254,0.988805970149254,0.988805970149254,0.753086419753086,0.685393258426966,0.775280898876405,0.770114942528736,0.728260869565217,0.776921132457027,0.901376146788991,0.875278396436526,0.903779153071536
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.78915663 0.80120482 0.72891566 0.75609756 0.78658537],0.741818181818182,0.709090909090909,0.848110465116279,0.929951690821256,0.932203389830508,0.929782082324455,0.743682310469314,0.741007194244604,0.741827126534067,0.701492537313433,0.723076923076923,0.709814323607427,0.847778587035688,0.853372434017595,0.848155957642804
svm_model_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170,10, low_bits_6, svdne,1586,528,528,0.600302800908403,0.199848599545799,0.199848599545799, [0.87106918 0.90251572 0.88993711 0.89556962 0.89873418],0.764556962025316,0.772151898734177,0.866582491582492,0.91645885286783,0.926860025220681,0.915510718789407,0.773722627737226,0.845744680851064,0.768282968444855,0.785714285714286,0.797101449275362,0.770891150169596,0.869815195071869,0.891414141414141,0.866582491582491
svm_model_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200,6, low_bits_4, svdne,838,279,279,0.600286532951289,0.199856733524355,0.199856733524355, [0.71428571 0.75595238 0.76190476 0.7202381  0.72289157],0.695340501792115,0.691756272401434,0.756446991404011,0.815703380588877,0.892601431980907,0.798329355608592,0.735202492211838,0.802721088435374,0.689239332096475,0.727848101265823,0.839416058394161,0.694355916521024,0.781209781209781,0.863442389758179,0.755675018832913
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdn,32,134,166,12, low_bits_4_shifted_2, svdn,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.57754011 0.55614973 0.5802139  0.59090909 0.5483871 ],0.606299212598425,0.570866141732283,0.89983164983165,0.984383414108778,0.978586723768736,0.984475374732334,0.596774193548387,0.616666666666667,0.6068407960199,0.558704453441295,0.514925373134328,0.574129353233831,0.898809523809524,0.88973063973064,0.89983164983165
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,876,292,292,0.6,0.2,0.2, [0.78409091 0.81818182 0.82386364 0.77011494 0.78735632],0.763698630136986,0.729452054794521,0.86027397260274,0.937915742793792,0.965753424657534,0.936073059360731,0.756183745583039,0.823076923076923,0.769563152896486,0.756923076923077,0.78343949044586,0.725053078556263,0.864900662251656,0.900689655172414,0.86054890921886
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170,12, low_bits_2, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.83707865 0.81179775 0.81920904 0.82768362 0.84745763],0.760797342192691,0.730897009966777,0.817760942760943,0.84766050054407,0.878241262683202,0.842164599774521,0.74468085106383,0.664556962025316,0.765844914579092,0.663900414937759,0.559440559440559,0.722758254403824,0.816603134265142,0.811447811447811,0.817760942760943
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200,4, low_bits_2, svdn,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.46031746 0.52419355 0.59677419 0.45967742 0.54032258],0.536231884057971,0.560386473429952,0.63996138996139,0.70096463022508,0.70096463022508,0.700964630225081,0.567567567567568,0.552631578947368,0.534380305602717,0.591928251121076,0.666666666666667,0.564814814814815,0.650421743205248,0.662213740458015,0.639700620229007
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170,10, low_bits_4, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.8        0.80344828 0.84827586 0.79310345 0.80208333],0.754310344827586,0.75,0.887626262626263,0.974035087719298,0.958563535911602,0.974447513812155,0.7625,0.765690376569038,0.75395629939563,0.759336099585062,0.813333333333333,0.751854951185495,0.888144113950566,0.892255892255892,0.887626262626263
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200,6, low_bits_3, svd,884,294,294,0.600543478260869,0.199728260869565,0.199728260869565, [0.78651685 0.80898876 0.80113636 0.75       0.77840909],0.724489795918367,0.724489795918367,0.889266304347826,0.998867497168743,0.997737556561086,0.998868778280543,0.773109243697479,0.992805755395684,0.738338361568809,0.775623268698061,0.985915492957746,0.733089325426242,0.898188632104934,0.994467496542185,0.89109222624172
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svdn,26,174,200, zones, lab, svdn,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.4869281  0.55555556 0.5        0.46052632 0.51315789],0.522352941176471,0.557647058823529,0.827441077441077,0.987508218277449,0.984272608125819,0.987549148099607,0.493765586034913,0.464788732394366,0.522488705819825,0.541463414634146,0.523584905660377,0.557567100717513,0.824185248713551,0.808922558922559,0.827441077441078
ensemble_model_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200,6, low_bits_4, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.72093023 0.77325581 0.78823529 0.7        0.70588235],0.721830985915493,0.700704225352113,0.784106891701828,0.838052095130238,0.866510538641686,0.832552693208431,0.734006734006734,0.751724137931034,0.721185809972711,0.724919093851133,0.741721854304636,0.69792859632525,0.793821356615178,0.817427385892116,0.783534866050493
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svd,26,174,200, zones, low_bits_4_shifted_2, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.75698324 0.79050279 0.80726257 0.78651685 0.75842697],0.759322033898305,0.783050847457627,0.874579124579125,0.909695290858726,0.919372900335946,0.908734602463606,0.756013745704467,0.748299319727891,0.759284794999081,0.771428571428571,0.72972972972973,0.78323221180364,0.874579124579125,0.874579124579125,0.874579124579125
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200,4, low_bits_2, svdn,628,209,209,0.60038240917782,0.19980879541109,0.19980879541109, [0.57936508 0.5        0.49206349 0.48412698 0.55645161],0.507177033492823,0.521531100478469,0.805927342256214,1,1,1,0.507177033492823,0.514563106796116,0.507281553398058,0.528301886792453,0.533333333333333,0.521474358974359,0.806482364156339,0.810344827586207,0.805935772571729
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.54958678 0.53305785 0.475      0.50416667 0.49583333],0.508728179551122,0.556109725685786,0.797108673978066,0.973377703826955,0.971760797342193,0.973421926910299,0.493573264781491,0.505263157894737,0.508555749563482,0.574162679425837,0.560747663551402,0.555774901294418,0.797411647585864,0.796222664015905,0.797111332007952
svm_model_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200,10, low_bits_2, svd,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.8013245  0.79470199 0.80463576 0.83112583 0.8       ],0.705069124423963,0.723502304147465,0.776094276094276,0.804676753782669,0.775862068965517,0.811671087533157,0.69811320754717,0.672727272727273,0.705522514868309,0.72093023255814,0.724299065420561,0.723513169073917,0.76949740034662,0.747474747474748,0.776094276094276
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdn,40,130,170, zones, low_bits_4_shifted_2, svdn,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.59722222 0.62847222 0.60069444 0.59375    0.61538462],0.616204690831556,0.622601279317697,0.816919191919192,0.945682451253482,0.944367176634214,0.945757997218359,0.631147540983606,0.672489082969432,0.617494541484716,0.649504950495049,0.683333333333333,0.621142649199418,0.820913956360642,0.839225589225589,0.816919191919192
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svdn,32,134,166, zones, low_bits_5, svdn,1746,582,582,0.6,0.2,0.2, [0.52285714 0.50285714 0.49428571 0.51724138 0.56609195],0.457142857142857,0.495238095238095,0.849747474747475,0.984544934172868,0.985108820160367,0.984536082474227,0.477064220183486,0.509803921568627,0.458605664488017,0.522522522522523,0.537037037037037,0.49400871459695,0.85168259243872,0.862794612794613,0.849747474747475
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svdn,32,134,166, zones, low_bits_6, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.57142857 0.54571429 0.57428571 0.56       0.54885057],0.535031847133758,0.503184713375796,0.845538720538721,0.962707974756168,0.959954233409611,0.962814645308924,0.537974683544304,0.574324324324324,0.537162162162162,0.532934131736527,0.536144578313253,0.501180397264735,0.846636021730046,0.852693602693603,0.845538720538721
svm_model_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200,8, lab, svdn,1082,360,360,0.600443951165372,0.199778024417314,0.199778024417314, [0.49082569 0.4537037  0.5787037  0.5462963  0.49074074],0.455555555555556,0.491666666666667,0.688679245283019,0.833941605839416,0.844731977818854,0.831792975970425,0.46448087431694,0.494186046511628,0.457199406234537,0.495867768595041,0.50561797752809,0.491819977775034,0.692602739726027,0.709315375982043,0.68890576702505
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svdn,32,134,166, zones, low_bits_4, svdn,1794,598,598,0.6,0.2,0.2, [0.57777778 0.53611111 0.5698324  0.55865922 0.52513966],0.505154639175258,0.628865979381443,0.860690235690236,0.956232686980609,0.962095875139353,0.955964325529543,0.55,0.586666666666667,0.502553191489362,0.647058823529412,0.702127659574468,0.631063829787234,0.863842040312628,0.883838383838384,0.860690235690236
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200,8, low_bits_5, svd,1294,431,431,0.600185528756957,0.199907235621521,0.199907235621521, [0.80769231 0.83076923 0.81007752 0.79069767 0.81782946],0.761020881670534,0.737819025522042,0.815398886827458,0.852512155591572,0.812982998454405,0.85935085007728,0.765375854214123,0.756756756756757,0.761153497995603,0.730310262529833,0.757425742574257,0.738974880020753,0.809751434034417,0.790849673202614,0.815240504804072
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.83522727 0.84659091 0.87356322 0.81609195 0.86206897],0.745704467353952,0.756013745704467,0.865384615384615,0.941847206385405,0.945080091533181,0.941647597254004,0.706349206349206,0.640287769784173,0.741196516471034,0.73992673992674,0.731884057971014,0.754830917874396,0.860199714693295,0.84453781512605,0.86499127953068
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,532,177,177,0.600451467268623,0.199774266365688,0.199774266365688, [0.52777778 0.52830189 0.50943396 0.47169811 0.55660377],0.514124293785311,0.491525423728814,0.800225733634311,0.998116760828625,0.996240601503759,0.99812030075188,0.455696202531646,0.439024390243902,0.508985879332478,0.510869565217391,0.5,0.490963855421687,0.797250859106529,0.787330316742081,0.800196689902572
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200,8, low_bits_6, svd,1272,424,424,0.6,0.2,0.2, [0.80859375 0.79527559 0.75984252 0.81102362 0.75984252],0.716981132075472,0.742924528301887,0.817452830188679,0.875786163522013,0.875786163522013,0.875786163522013,0.726027397260274,0.787128712871287,0.72014093301222,0.756152125279642,0.747787610619469,0.742580673996603,0.820584144645341,0.831766917293233,0.817398610161768
ensemble_model_v2_N26_B174_E200_nb_zones_6_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,928,309,309,0.60025873221216,0.19987063389392,0.19987063389392, [0.7688172  0.75806452 0.76344086 0.78494624 0.73369565],0.689320388349515,0.689320388349515,0.822121604139715,0.910656620021529,0.911637931034483,0.910560344827586,0.692307692307692,0.765957446808511,0.695478723404255,0.694267515923567,0.731543624161074,0.690771812080537,0.823151125401929,0.848806366047745,0.822761768882459
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.53401361 0.52721088 0.55102041 0.54081633 0.57534247],0.555066079295154,0.513215859030837,0.814393939393939,0.987671232876712,0.982288828337875,0.987738419618529,0.573839662447258,0.593886462882096,0.554721009218826,0.52267818574514,0.537777777777778,0.513430373605046,0.816020025031289,0.823232323232323,0.814393939393939
svm_model_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200,4, low_bits_2, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.78030303 0.76515152 0.75       0.71538462 0.8       ],0.775229357798165,0.770642201834862,0.836996336996337,0.881559220389805,0.896341463414634,0.879573170731707,0.789699570815451,0.821428571428571,0.773921832884097,0.778761061946903,0.822429906542056,0.771575313631388,0.841918294849023,0.86654478976234,0.836942119651812
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170,10, low_bits_6, svdne,1500,500,500,0.6,0.2,0.2, [0.89666667 0.86333333 0.88333333 0.89666667 0.84666667],0.853881278538813,0.812785388127854,0.899410774410774,0.937204591492235,0.925333333333333,0.938,0.849056603773585,0.803571428571429,0.855056742323098,0.8,0.766355140186916,0.811748998664887,0.896760259179266,0.873737373737374,0.899410774410774
ensemble_model_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170,12, lab, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.5726257  0.57821229 0.58146067 0.59831461 0.54494382],0.564189189189189,0.567567567567568,0.882154882154882,0.987085906793936,0.98542600896861,0.987107623318386,0.55363321799308,0.529801324503311,0.564900662251656,0.549295774647887,0.537931034482759,0.566978762274492,0.881053525913339,0.872895622895623,0.882154882154882
svm_model_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200,8, low_bits_3, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.85470085 0.84615385 0.76923077 0.83189655 0.82758621],0.698453608247423,0.711340206185567,0.777548918640577,0.827820186598813,0.83704974271012,0.82590051457976,0.691292875989446,0.675257731958763,0.698453608247423,0.702127659574468,0.694736842105263,0.711004784688995,0.776628748707342,0.776628748707342,0.77754514358444
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200,4, low_bits_2, svdne,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.93518519 0.85185185 0.88888889 0.81481481 0.83962264],0.70391061452514,0.793296089385475,0.860491071428571,0.936936936936937,0.966542750929368,0.934944237918216,0.65359477124183,0.588235294117647,0.69837296620776,0.773006134969325,0.75,0.79078947368421,0.856486796785304,0.851598173515982,0.860296903351877
svm_model_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200,10, lab, svdne,1576,525,525,0.6001523229246,0.1999238385377,0.1999238385377, [0.85126582 0.85759494 0.85126582 0.84713376 0.87579618],0.8525,0.8425,0.856060606060606,0.870283018867924,0.936548223350254,0.860406091370558,0.865603644646925,0.896226415094339,0.849708952228021,0.838874680306905,0.872340425531915,0.844189080690486,0.864608076009501,0.919191919191919,0.856060606060606
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200,6, low_bits_3, svdn,894,298,298,0.6,0.2,0.2, [0.55555556 0.50555556 0.56179775 0.46067416 0.46629213],0.486577181208054,0.483221476510067,0.783221476510067,0.981941309255079,0.973154362416107,0.982102908277405,0.498360655737705,0.490322580645161,0.486420031581322,0.490066225165563,0.468354430379747,0.484177215189874,0.783657066309444,0.769736842105263,0.783498558038933
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.78767123 0.79794521 0.78767123 0.77931034 0.82068966],0.741304347826087,0.752173913043478,0.887205387205387,0.976076555023923,0.980769230769231,0.975961538461538,0.73015873015873,0.673640167364017,0.744059902686533,0.716417910447761,0.65158371040724,0.748385997463034,0.883781439722463,0.857744107744108,0.887205387205387
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,582,194,194,0.6,0.2,0.2, [0.76271186 0.82758621 0.82758621 0.79310345 0.81034483],0.788659793814433,0.77319587628866,0.884536082474227,0.954468802698145,0.972508591065292,0.95360824742268,0.757396449704142,0.711111111111111,0.783440170940171,0.79047619047619,0.813725490196078,0.770993179880648,0.88477366255144,0.890269151138716,0.884559626904061
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200,8, low_bits_5, svd,1224,408,408,0.6,0.2,0.2, [0.80487805 0.7398374  0.80327869 0.7704918  0.79918033],0.776960784313726,0.774509803921569,0.832843137254902,0.86541737649063,0.830065359477124,0.870915032679739,0.767263427109974,0.714285714285714,0.778860028860029,0.760416666666667,0.73,0.773653846153846,0.825038481272447,0.786692759295499,0.832933805973879
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200,8, low_bits_6, svd,1268,422,422,0.600378787878788,0.199810606060606,0.199810606060606, [0.81496063 0.7992126  0.83070866 0.81889764 0.8015873 ],0.798578199052133,0.774881516587678,0.855587121212121,0.900714853057982,0.894321766561514,0.901419558359621,0.803695150115473,0.780269058295964,0.799682267841449,0.766584766584767,0.742857142857143,0.774730458221024,0.854692710814673,0.840674789128397,0.855744093128792
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200,8, low_bits_4, svd,1188,396,396,0.6,0.2,0.2, [0.75210084 0.72689076 0.73529412 0.73529412 0.73728814],0.704545454545455,0.75,0.738888888888889,0.764291307752545,0.821548821548821,0.746632996632997,0.74398249452954,0.825242718446602,0.699463464486459,0.769230769230769,0.859375,0.753216911764706,0.760980120203421,0.829637096774193,0.73870518806321
ensemble_model_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200,8, lab, svdn,1200,400,400,0.6,0.2,0.2, [0.525      0.49583333 0.49583333 0.5        0.5125    ],0.5,0.525,0.805,1,1,1,0.49748743718593,0.5,0.5,0.507772020725388,0.487562189054726,0.525188129703243,0.803427419354839,0.797797797797798,0.804992804992805
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200,10, low_bits_2, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.77124183 0.80718954 0.81045752 0.75328947 0.82236842],0.731764705882353,0.745882352941176,0.817760942760943,0.861639344262295,0.861074705111402,0.86173001310616,0.701570680628272,0.629107981220657,0.732006820799008,0.706521739130435,0.613207547169811,0.74557090973514,0.80967032967033,0.775252525252525,0.817760942760943
svm_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdne,40,130,170,10, low_bits_4_shifted_2, svdne,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.83108108 0.84121622 0.82312925 0.84013605 0.84353741],0.796008869179601,0.796008869179601,0.843013468013468,0.873239436619718,0.883310719131615,0.871777476255088,0.80672268907563,0.849557522123894,0.795889872173058,0.810699588477366,0.875555555555555,0.796184857423795,0.84794129637179,0.875420875420875,0.843013468013468
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200,8, low_bits_3, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.8034188  0.78448276 0.81034483 0.82758621 0.75431034],0.736434108527132,0.777777777777778,0.830061983471074,0.881012658227848,0.898450946643718,0.878657487091222,0.754807692307692,0.85792349726776,0.742687238829958,0.808035714285714,0.841860465116279,0.769767441860465,0.839433870180576,0.878447395301328,0.829505829312106
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200,6, low_bits_2, svd,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.7654321  0.72839506 0.74074074 0.7375     0.75625   ],0.779850746268657,0.76865671641791,0.819672131147541,0.850801479654747,0.856079404466501,0.849875930521092,0.779026217228464,0.776119402985075,0.779850746268657,0.763358778625954,0.757575757575758,0.76849376114082,0.819402985074627,0.820627802690583,0.819674971181844
svm_model_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166,12, low_bits_6, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.86127168 0.87861272 0.84682081 0.89534884 0.85755814],0.84,0.84,0.88510101010101,0.900529723366686,0.886442641946698,0.902085747392816,0.847953216374269,0.953947368421053,0.846915880742318,0.86096256684492,0.930635838150289,0.833738971706723,0.88695652173913,0.901515151515152,0.88510101010101
svm_model_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170,10, low_bits_5, svdne,1458,486,486,0.6,0.2,0.2, [0.8869863  0.9109589  0.86643836 0.87671233 0.87931034],0.830065359477124,0.782135076252723,0.875420875420875,0.918395573997234,0.910836762688615,0.919067215363511,0.820276497695853,0.784140969162996,0.829570484581498,0.766355140186916,0.706896551724138,0.782963694364272,0.871750433275563,0.846801346801347,0.875420875420875
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200,6, low_bits_3, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.54651163 0.51744186 0.60465116 0.55882353 0.49411765],0.52280701754386,0.592982456140351,0.82328190743338,1,1,1,0.527777777777778,0.550724637681159,0.523661638568471,0.560606060606061,0.560606060606061,0.5907605466429,0.821022727272727,0.828080229226361,0.82338077395384
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170,12, low_bits_2, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.83615819 0.85310734 0.84180791 0.81534091 0.83522727],0.8,0.770491803278688,0.899410774410774,0.940397350993378,0.964892412231031,0.938844847112117,0.785964912280702,0.73202614379085,0.800223598211214,0.75177304964539,0.697368421052632,0.770252837977296,0.899537620849096,0.900673400673401,0.899410774410774
ensemble_model_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200,10, lab, svdne,1382,460,460,0.600347523892268,0.199826238053866,0.199826238053866, [0.82374101 0.89855072 0.89130435 0.89855072 0.87681159],0.832608695652174,0.828260869565217,0.877497827975673,0.911392405063291,0.937771345875543,0.908827785817655,0.844444444444444,0.867219917012448,0.830870232478827,0.833684210526316,0.904109589041096,0.831722844313079,0.882107023411371,0.916594265855778,0.877497827975673
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdne,26,174,200,12, low_bits_4_shifted_2, svdne,1826,608,608,0.600262984878369,0.199868507560815,0.199868507560815, [0.77322404 0.76775956 0.76229508 0.8021978  0.77197802],0.687272727272727,0.730909090909091,0.765993265993266,0.779017857142857,0.764512595837897,0.783132530120482,0.690647482014388,0.662068965517241,0.688726790450928,0.717557251908397,0.723076923076923,0.730503978779841,0.761578044596913,0.747474747474748,0.765993265993266
svm_model_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166,12, low_bits_5, svdne,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.85310734 0.85028249 0.83333333 0.87215909 0.86931818],0.875409836065574,0.862295081967213,0.886784511784512,0.888888888888889,0.856172140430351,0.892978482446206,0.880503144654088,0.933333333333333,0.876344086021505,0.86624203821656,0.87741935483871,0.862043010752688,0.884697813973425,0.868686868686869,0.886784511784512
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170,12, low_bits_3, svdn,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.62430939 0.58287293 0.65       0.62777778 0.66944444],0.695804195804196,0.664335664335664,0.644781144781145,0.667002518891688,0.733924611973392,0.633592017738359,0.690391459074733,0.664383561643836,0.696477495107632,0.675675675675676,0.714285714285714,0.665362035225049,0.670569867291179,0.723063973063973,0.644781144781145
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdn,32,134,166, zones, low_bits_4_shifted_2, svdn,1698,566,566,0.6,0.2,0.2, [0.57647059 0.61470588 0.60588235 0.60588235 0.59763314],0.533923303834808,0.566371681415929,0.845959595959596,0.964222873900293,0.968197879858657,0.964075382803298,0.521212121212121,0.50887573964497,0.533849634528368,0.59504132231405,0.635294117647059,0.566167768882701,0.847372810675563,0.855218855218855,0.845959595959596
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,1542,514,514,0.6,0.2,0.2, [0.9        0.87987013 0.88636364 0.87987013 0.91558442],0.781774580335731,0.774580335731415,0.890151515151515,0.950967741935484,0.955901426718547,0.950713359273671,0.801742919389978,0.863849765258216,0.779964098315382,0.792035398230088,0.877450980392157,0.776753659210163,0.893945550589191,0.925925925925926,0.890151515151515
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1080,360,360,0.6,0.2,0.2, [0.76851852 0.77314815 0.81018519 0.79166667 0.7962963 ],0.763888888888889,0.775,0.854444444444444,0.912408759124088,0.925925925925926,0.911111111111111,0.785894206549118,0.804123711340206,0.760495590609862,0.771830985915493,0.810650887573964,0.777053192478082,0.858225108225108,0.878183831672204,0.854365048500539
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166,12, low_bits_4, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.75277778 0.79166667 0.76944444 0.83798883 0.77653631],0.689655172413793,0.617241379310345,0.856902356902357,0.921601804850536,0.909799554565702,0.92260579064588,0.705882352941176,0.72972972972973,0.688808526836696,0.62876254180602,0.661971830985916,0.61814807765512,0.857022708158116,0.857744107744108,0.856902356902357
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200,8, low_bits_4, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.74782609 0.75652174 0.78695652 0.77391304 0.76086957],0.710182767624021,0.754569190600522,0.877870563674322,0.974494283201407,0.963478260869565,0.974782608695652,0.721804511278195,0.75,0.710078534031414,0.745945945945946,0.758241758241758,0.754742769668143,0.877229800629591,0.880927291886196,0.877899013057886
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,1248,416,416,0.6,0.2,0.2, [0.792      0.804      0.756      0.772      0.73387097],0.699519230769231,0.730769230769231,0.843269230769231,0.92805173807599,0.919871794871795,0.928685897435897,0.707259953161593,0.755,0.701574074074074,0.745454545454545,0.742081447963801,0.73001508295626,0.845057034220532,0.850717703349282,0.843233247809907
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200,6, low_bits_2, svd,876,292,292,0.6,0.2,0.2, [0.77840909 0.75       0.77840909 0.75862069 0.75862069],0.808219178082192,0.787671232876712,0.86027397260274,0.900692840646651,0.89041095890411,0.901826484018265,0.80952380952381,0.843971631205674,0.809403034145883,0.80379746835443,0.808917197452229,0.785940080207596,0.861788617886179,0.864130434782608,0.860242012971415
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,1164,388,388,0.6,0.2,0.2, [0.74786325 0.79059829 0.76293103 0.77155172 0.73275862],0.757731958762887,0.729381443298969,0.828865979381443,0.887192536047498,0.898625429553265,0.88573883161512,0.778301886792453,0.854922279792746,0.758230370665604,0.752941176470588,0.837696335078534,0.731030908656018,0.83629191321499,0.877846790890269,0.829067132611459
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,882,294,294,0.6,0.2,0.2, [0.53932584 0.5        0.58522727 0.52840909 0.57386364],0.585034013605442,0.517006802721088,0.815646258503401,0.992036405005688,0.988662131519274,0.992063492063492,0.579310344827586,0.556291390728477,0.585838003056546,0.506944444444444,0.510489510489511,0.516834159218265,0.814001372683597,0.806802721088435,0.815646258503401
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.81690141 0.8415493  0.78873239 0.83098592 0.75886525],0.735169491525424,0.735169491525424,0.812447078746825,0.858814923189466,0.827926657263752,0.863892806770099,0.727668845315904,0.704641350210971,0.73529939850974,0.719101123595505,0.675105485232067,0.735425083041566,0.804931748128578,0.772612003381234,0.812514653090108
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svdn,32,168,200, zones, lab, svdn,1248,416,416,0.6,0.2,0.2, [0.56      0.492     0.536     0.528     0.5766129],0.492788461538462,0.533653846153846,0.804807692307692,0.99919935948759,1,0.999198717948718,0.532150776053215,0.555555555555556,0.490277777777778,0.552995391705069,0.6,0.536111111111111,0.809746954076851,0.830769230769231,0.804807692307692
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdne,40,130,170,10, low_bits_4_shifted_2, svdne,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.87152778 0.86013986 0.85314685 0.89160839 0.83916084],0.764830508474576,0.777542372881356,0.872895622895623,0.940689655172413,0.952513966480447,0.939944134078212,0.786948176583493,0.923423423423423,0.773711711711712,0.814814814814815,0.924,0.768306306306306,0.881008668242711,0.941077441077441,0.872895622895623
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.81395349 0.8372093  0.83139535 0.79651163 0.86046512],0.751748251748252,0.70979020979021,0.832402234636871,0.90293453724605,0.930232558139535,0.9,0.780185758513932,0.763636363636364,0.749586776859504,0.720538720538721,0.732876712328767,0.709295499021526,0.840637450199203,0.854251012145749,0.831611757881847
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,1058,352,352,0.600454029511918,0.199772985244041,0.199772985244041, [0.71226415 0.75943396 0.78773585 0.75       0.77619048],0.6875,0.747159090909091,0.881384790011351,0.990530303030303,0.988657844990548,0.99054820415879,0.720812182741117,0.811428571428571,0.6882001614205,0.762666666666667,0.8125,0.747159090909091,0.885479452054795,0.918181818181818,0.881426509997939
svm_model_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200,6, low_bits_3, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.84444444 0.87777778 0.78888889 0.83146067 0.81460674],0.701342281879195,0.748322147651007,0.800938337801609,0.861889927310488,0.926339285714286,0.8515625,0.73900293255132,0.868965517241379,0.705724588686049,0.767801857585139,0.861111111111111,0.751984126984127,0.817455439459127,0.902306648575305,0.802146701771096
ensemble_model_v2_N26_B174_E200_nb_zones_10_lab_svdne,26,174,200, zones, lab, svdne,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.88141026 0.87820513 0.86217949 0.84193548 0.85806452],0.882926829268293,0.890243902439024,0.90993265993266,0.923174603174603,0.934447300771208,0.922236503856041,0.89041095890411,0.975,0.885119047619048,0.902386117136659,0.99047619047619,0.887738095238095,0.913500404203719,0.951178451178451,0.90993265993266
ensemble_model_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170,10, low_bits_5, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.89655172 0.85517241 0.91724138 0.8862069  0.87931034],0.762419006479482,0.766738660907127,0.881313131313131,0.95448079658606,0.92551724137931,0.955862068965517,0.760869565217391,0.74468085106383,0.762691302724897,0.755656108597285,0.732456140350877,0.766228070175439,0.877816291161178,0.852693602693603,0.881313131313131
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200,8, low_bits_5, svdn,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.57894737 0.56140351 0.57017544 0.64035088 0.49557522],0.564643799472295,0.564643799472295,0.579113924050633,0.660377358490566,0.799648506151142,0.588752196836555,0.634146341463415,0.718592964824121,0.556518704634282,0.618937644341801,0.761363636363636,0.577726153157188,0.647214854111406,0.775423728813559,0.579938755163082
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200,8, low_bits_6, svdn,1236,412,412,0.6,0.2,0.2, [0.5        0.51612903 0.50403226 0.48780488 0.45121951],0.497572815533981,0.524271844660194,0.534466019417476,0.560821484992101,0.574433656957929,0.550161812297735,0.534831460674157,0.57487922705314,0.497195711087546,0.566371681415929,0.61244019138756,0.522968864166686,0.55663430420712,0.58220502901354,0.534279902421
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166,12, low_bits_6, svdne,1746,582,582,0.6,0.2,0.2, [0.89714286 0.86       0.89142857 0.85057471 0.86781609],0.787301587301587,0.819047619047619,0.897306397306397,0.931034482758621,0.927835051546392,0.93127147766323,0.813370473537604,0.9125,0.785282258064516,0.838526912181303,0.954838709677419,0.82116935483871,0.900489396411093,0.929292929292929,0.897306397306397
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdne,26,174,200,12, low_bits_4_shifted_2, svdne,1716,572,572,0.6,0.2,0.2, [0.75       0.76744186 0.76162791 0.82163743 0.78070175],0.757575757575758,0.721212121212121,0.826599326599327,0.856115107913669,0.832167832167832,0.86013986013986,0.775280898876405,0.846625766871166,0.758642224752948,0.74585635359116,0.808383233532934,0.720142537011866,0.827326068734283,0.830808080808081,0.826599326599327
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200,6, low_bits_3, svdne,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.76875    0.825      0.71875    0.84177215 0.75316456],0.739622641509434,0.777358490566038,0.815987933634992,0.859903381642512,0.894472361809045,0.85427135678392,0.764505119453925,0.854961832061069,0.74091375185143,0.795847750865052,0.871212121212121,0.777711323763955,0.826950354609929,0.881996974281392,0.816186457065508
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200,6, low_bits_2, svdn,852,284,284,0.6,0.2,0.2, [0.47674419 0.5        0.46470588 0.50588235 0.57058824],0.482394366197183,0.528169014084507,0.572535211267606,0.650963597430407,0.713615023474178,0.617370892018779,0.527331189710611,0.589928057553957,0.484619201190772,0.564935064935065,0.6,0.526618705035971,0.609143593045718,0.666197183098591,0.572535211267606
svm_model_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200,8, lab, svdne,1248,416,416,0.6,0.2,0.2, [0.916      0.9        0.876      0.912      0.88306452],0.870192307692308,0.836538461538462,0.882692307692308,0.909361069836553,0.980769230769231,0.90224358974359,0.876712328767123,0.897196261682243,0.869390210049042,0.837320574162679,0.879396984924623,0.838316003983049,0.889191643960036,0.944069431051109,0.882868847836197
svm_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdne,32,134,166,12, low_bits_4_shifted_2, svdne,1782,594,594,0.6,0.2,0.2, [0.84078212 0.86797753 0.82303371 0.83707865 0.85393258],0.737373737373737,0.707070707070707,0.838804713804714,0.877113866967306,0.87317620650954,0.877665544332211,0.74,0.76027397260274,0.737752880341105,0.727272727272727,0.768211920529801,0.706023768484079,0.839949853740075,0.845959595959596,0.838804713804714
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170,12, low_bits_4, svd,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.81989247 0.8172043  0.78225806 0.79569892 0.80810811],0.72972972972973,0.718146718146718,0.926767676767677,0.983069361004915,0.968783638320775,0.983315392895587,0.763513513513513,0.896825396825397,0.734126984126984,0.759075907590759,0.864661654135338,0.714076858813701,0.928395061728395,0.94949494949495,0.926767676767677
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166,12, low_bits_5, svdne,1842,614,614,0.6,0.2,0.2, [0.84864865 0.88043478 0.86684783 0.84782609 0.86684783],0.842696629213483,0.823970037453183,0.904882154882155,0.923420905533818,0.896851248642779,0.925624321389794,0.85,0.881481481481482,0.842255892255892,0.835087719298245,0.901515151515152,0.82483164983165,0.903993203058624,0.895622895622896,0.904882154882155
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svdn,40,130,170, zones, lab, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.52762431 0.5441989  0.53867403 0.56353591 0.56944444],0.545774647887324,0.552816901408451,0.883838383838384,0.988950276243094,0.990044247787611,0.988938053097345,0.534296028880867,0.536231884057971,0.545513202302958,0.563573883161512,0.561643835616438,0.552561048243002,0.883936080740118,0.884680134680135,0.883838383838384
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200,10, low_bits_3, svd,1482,494,494,0.6,0.2,0.2, [0.79194631 0.74662162 0.74662162 0.81418919 0.7972973 ],0.771812080536913,0.740492170022371,0.772306397306397,0.773333333333333,0.743589743589744,0.782051282051282,0.784810126582278,0.788135593220339,0.770845047795004,0.723809523809524,0.720379146919431,0.739426861595309,0.766709788702027,0.748316498316498,0.772306397306397
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.84302326 0.81976744 0.8        0.84117647 0.78235294],0.700704225352113,0.732394366197183,0.846694796061885,0.932223543400714,0.918032786885246,0.933255269320843,0.674329501915709,0.615384615384615,0.701309328968903,0.718518518518519,0.655405405405405,0.73579093799682,0.841107871720117,0.803621169916434,0.847123084958217
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svd,40,130,170, zones, low_bits_2, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.81638418 0.82768362 0.83050847 0.8125     0.80113636],0.865573770491803,0.790163934426229,0.868265993265993,0.883668903803132,0.894677236693092,0.882219705549264,0.873846153846154,0.91025641025641,0.864524178282568,0.8,0.859060402684564,0.791709688521769,0.871352240032881,0.892255892255892,0.868265993265993
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_4_shifted_2_svdne,40,130,170, zones, low_bits_4_shifted_2, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.86013986 0.87062937 0.88111888 0.86013986 0.88461538],0.788583509513742,0.767441860465116,0.891414141414141,0.966433566433566,0.966433566433566,0.966433566433567,0.805447470817121,0.880851063829787,0.789165027713213,0.789272030651341,0.865546218487395,0.766815662435187,0.895377128953771,0.929292929292929,0.891414141414141
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166,12, low_bits_4, svdne,1842,614,614,0.6,0.2,0.2, [0.73783784 0.76630435 0.77173913 0.79891304 0.77445652],0.719101123595506,0.745318352059925,0.865740740740741,0.90424374319913,0.90228013029316,0.904451682953312,0.696356275303644,0.704918032786885,0.717976257772753,0.753623188405797,0.717241379310345,0.747964951950254,0.864887759423973,0.859427609427609,0.865740740740741
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200,8, low_bits_4, svdn,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.55555556 0.50396825 0.52380952 0.54365079 0.552     ],0.536992840095465,0.503579952267303,0.576335877862595,0.622670807453416,0.63751987281399,0.613672496025437,0.595833333333333,0.707920792079208,0.542900488205503,0.564853556485356,0.619266055045872,0.498687753891095,0.604630454140695,0.647283126787417,0.576268115447194
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170,12, low_bits_6, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.90782123 0.88826816 0.89664804 0.88547486 0.86871508],0.771331058020478,0.767918088737201,0.885942760942761,0.924107142857143,0.925139664804469,0.924022346368715,0.780327868852459,0.856115107913669,0.775460151359432,0.7875,0.818181818181818,0.765206017004578,0.887877534133223,0.903198653198653,0.885942760942761
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200,6, low_bits_2, svdn,936,312,312,0.6,0.2,0.2, [0.53191489 0.53723404 0.5212766  0.5483871  0.55913978],0.496794871794872,0.55448717948718,0.81025641025641,1,1,1,0.53134328358209,0.601351351351351,0.501895187870798,0.599423631123919,0.645962732919255,0.55145818765168,0.817058096415328,0.850707850707851,0.810411396618293
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200,8, low_bits_6, svdn,1106,368,368,0.60043431053203,0.199782844733985,0.199782844733985, [0.53603604 0.52252252 0.46846847 0.48181818 0.51818182],0.502717391304348,0.5,0.792616720955483,0.986251145737855,0.972875226039783,0.986437613019892,0.583143507972665,0.688172043010753,0.500679428098783,0.566037735849057,0.666666666666667,0.50354609929078,0.804503582395087,0.855277475516866,0.79275249723839
svm_model_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200,10, low_bits_2, svdne,1488,496,496,0.6,0.2,0.2, [0.73825503 0.76510067 0.79530201 0.74496644 0.77027027],0.777027027027027,0.754504504504504,0.793771043771044,0.807377049180328,0.794354838709677,0.810483870967742,0.763723150357995,0.714285714285714,0.777597402597403,0.730864197530864,0.672727272727273,0.753774350649351,0.785839160839161,0.756734006734007,0.793771043771044
ensemble_model_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200,8, lab, svdne,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.80991736 0.78512397 0.81404959 0.83884298 0.80416667],0.888059701492537,0.90547263681592,0.884194831013916,0.879614767255217,0.90728476821192,0.875827814569536,0.880636604774536,0.860103626943005,0.886989612514565,0.910798122065728,0.941747572815534,0.904547255795522,0.886285993167399,0.905284147557328,0.884257534630993
ensemble_model_v2_N40_B130_E170_nb_zones_10_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.87086093 0.87       0.87333333 0.89333333 0.85666667],0.803203661327231,0.812356979405034,0.897727272727273,0.949765572672471,0.944074567243675,0.950066577896139,0.792270531400966,0.777251184834123,0.802342406576354,0.811926605504587,0.783185840707965,0.813393868221281,0.896286811779769,0.883838383838384,0.897727272727273
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200,8, low_bits_5, svdn,1188,396,396,0.6,0.2,0.2, [0.51680672 0.51260504 0.51680672 0.53781513 0.6059322 ],0.532828282828283,0.585858585858586,0.821212121212121,0.995773457311919,0.991582491582492,0.995791245791246,0.534005037783375,0.54639175257732,0.53309686638767,0.587939698492462,0.593908629441624,0.585899038338903,0.82103134479272,0.824365482233503,0.821227967247404
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200,8, low_bits_3, svd,1090,363,363,0.600220264317181,0.19988986784141,0.19988986784141, [0.78440367 0.83027523 0.79357798 0.76605505 0.78440367],0.721763085399449,0.752066115702479,0.80011013215859,0.848056537102474,0.880733944954129,0.842201834862385,0.65993265993266,0.53551912568306,0.723315118397086,0.697986577181208,0.587570621468927,0.74808638600328,0.789808917197452,0.753591160220994,0.7999569412521
svm_model_N26_B174_E200_nb_zones_12_lab_svd,26,174,200,12, lab, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.83423913 0.8451087  0.85519126 0.82513661 0.8442623 ],0.863468634686347,0.859778597785978,0.848484848484848,0.852255054432348,0.896401308615049,0.844601962922574,0.865454545454545,0.875,0.863425925925926,0.859259259259259,0.859259259259259,0.859776688453159,0.854486661277284,0.88973063973064,0.848484848484848
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170,12, low_bits_3, svdn,1850,616,616,0.600259571706684,0.199870214146658,0.199870214146658, [0.67567568 0.62972973 0.66486486 0.61621622 0.60540541],0.638783269961977,0.665399239543726,0.837121212121212,0.890675241157556,0.898378378378378,0.88972972972973,0.644194756554307,0.651515151515152,0.638734674994217,0.683453237410072,0.725190839694657,0.665625722877631,0.83948569058482,0.851851851851852,0.837121212121212
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200,10, low_bits_3, svd,1420,473,473,0.600169061707523,0.199915469146238,0.199915469146238, [0.74295775 0.76408451 0.78521127 0.78521127 0.76760563],0.735729386892178,0.765327695560254,0.816990701606086,0.862717770034843,0.871830985915493,0.861267605633803,0.780316344463972,0.921161825726141,0.732132637001001,0.802139037433155,0.969827586206896,0.769146158248677,0.831189083820663,0.901098901098901,0.816990701606086
ensemble_model_v2_N32_B168_E200_nb_zones_8_lab_svdne,32,168,200, zones, lab, svdne,1148,382,382,0.600418410041841,0.19979079497908,0.19979079497908, [0.9173913  0.95217391 0.90869565 0.93043478 0.90350877],0.816753926701571,0.827225130890052,0.896443514644351,0.946735395189003,0.95993031358885,0.945993031358885,0.833333333333333,0.916230366492147,0.816753926701571,0.852678571428571,0.979487179487179,0.823968188674071,0.90255905511811,0.955208333333333,0.896196603641457
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,900,300,300,0.6,0.2,0.2, [0.49444444 0.50555556 0.51666667 0.46111111 0.46666667],0.45,0.486666666666667,0.782666666666667,0.992230854605993,0.993333333333333,0.992222222222222,0.451827242524917,0.444444444444444,0.450113378684807,0.512658227848101,0.543624161073825,0.487043868616383,0.785243741765481,0.792553191489362,0.782640232108317
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_shifted_2_svdne,26,174,200, zones, low_bits_4_shifted_2, svdne,1812,604,604,0.6,0.2,0.2, [0.8021978  0.80939227 0.80662983 0.74861878 0.81767956],0.691489361702128,0.663120567375887,0.846380471380471,0.897822445561139,0.887417218543046,0.899006622516556,0.66147859922179,0.586206896551724,0.694563302290461,0.624505928853755,0.576642335766423,0.66073496098666,0.841373315949587,0.814814814814815,0.846380471380471
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_6_svdne,32,134,166, zones, low_bits_6, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.83606557 0.88736264 0.84615385 0.82692308 0.8543956 ],0.855595667870036,0.812274368231047,0.900252525252525,0.920198128783709,0.917672886937431,0.920417124039517,0.868421052631579,0.970588235294117,0.857634543178974,0.836477987421384,0.943262411347518,0.809866499791406,0.902829028290283,0.926767676767677,0.900252525252525
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,1072,357,357,0.600223964165734,0.199888017917133,0.199888017917133, [0.59259259 0.54205607 0.52803738 0.57943925 0.52803738],0.515406162464986,0.49859943977591,0.788353863381859,0.975332068311196,0.958955223880597,0.975746268656716,0.533692722371968,0.546961325966851,0.514957935710698,0.527704485488127,0.526315789473684,0.496690828868579,0.790465631929046,0.786108048511577,0.788389632901977
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,1044,348,348,0.6,0.2,0.2, [0.48095238 0.54761905 0.52884615 0.625      0.5625    ],0.505747126436782,0.511494252873563,0.78735632183908,0.973076923076923,0.969348659003831,0.973180076628352,0.497076023391813,0.518292682926829,0.506428950159067,0.54054054054054,0.571428571428571,0.511147811725846,0.788812785388128,0.802555168408827,0.787511941428532
ensemble_model_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdne,32,134,166,12, low_bits_4_shifted_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.84269663 0.8079096  0.8559322  0.83615819 0.81638418],0.781456953642384,0.778145695364238,0.896043771043771,0.935665914221219,0.935665914221219,0.935665914221219,0.798780487804878,0.813664596273292,0.779172723668561,0.778877887788779,0.836879432624114,0.781793753579137,0.897211818560133,0.907407407407407,0.896043771043771
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200,8, low_bits_4, svdn,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.4795082  0.51229508 0.50826446 0.54545455 0.46694215],0.569306930693069,0.547029702970297,0.816023738872404,0.987489574645538,0.975288303130148,0.987644151565074,0.553846153846154,0.553846153846154,0.568789105631211,0.554744525547445,0.525345622119816,0.5487690677444,0.814,0.798822374877331,0.816160938186422
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200,4, low_bits_6, svd,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.84745763 0.8220339  0.86440678 0.87288136 0.8559322 ],0.770408163265306,0.790816326530612,0.821792260692464,0.855284552845528,0.891525423728814,0.849152542372881,0.798206278026906,0.81651376146789,0.764578719814405,0.828451882845188,0.891891891891892,0.775357710651828,0.837511606313835,0.875728155339806,0.819020394586391
svm_model_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170,12, lab, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.88315217 0.90163934 0.89617486 0.8852459  0.89344262],0.878676470588235,0.856617647058823,0.906565656565657,0.918918918918919,0.927947598253275,0.918122270742358,0.888135593220339,0.94927536231884,0.877622755786286,0.863157894736842,0.917910447761194,0.857505948518278,0.908641975308642,0.929292929292929,0.906565656565657
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_5_svdne,32,134,166, zones, low_bits_5, svdne,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.8844086  0.84594595 0.88108108 0.86756757 0.87027027],0.786259541984733,0.843511450381679,0.9246632996633,0.954746136865342,0.934125269978402,0.955723542116631,0.795620437956204,0.865079365079365,0.789157329598506,0.854092526690391,0.882352941176471,0.841970121381886,0.924376848331221,0.920875420875421,0.9246632996633
svm_model_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200,6, low_bits_2, svdne,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.82941176 0.88823529 0.82941176 0.83529412 0.85119048],0.737588652482269,0.74468085106383,0.828611898016997,0.889908256880734,0.915094339622642,0.886792452830189,0.691666666666667,0.62406015037594,0.731493162436292,0.716535433070866,0.67910447761194,0.741579265832997,0.822840409956076,0.813314037626628,0.828293634624687
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200,10, low_bits_2, svdne,1386,462,462,0.6,0.2,0.2, [0.79496403 0.79496403 0.78057554 0.81884058 0.80072464],0.755411255411255,0.735930735930736,0.818614718614719,0.864705882352941,0.848484848484848,0.867243867243867,0.76701030927835,0.801724137931034,0.755209895052474,0.728888888888889,0.725663716814159,0.735713214339283,0.817429193899782,0.814943527367507,0.818602048411967
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200,8, low_bits_3, svd,1238,412,412,0.600387972841901,0.19980601357905,0.19980601357905, [0.79435484 0.83870968 0.79435484 0.79435484 0.76829268],0.788834951456311,0.803398058252427,0.846750727449079,0.87987012987013,0.875605815831987,0.880452342487884,0.762942779291553,0.721649484536082,0.785136668873546,0.792838874680307,0.748792270531401,0.803664427948627,0.841206030150754,0.820588235294118,0.846474539911934
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200,4, low_bits_5, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.84166667 0.83333333 0.85833333 0.87288136 0.80508475],0.681818181818182,0.707070707070707,0.83366935483871,0.926666666666667,0.932885906040268,0.926174496644295,0.709677419354839,0.762376237623762,0.68015719097683,0.715686274509804,0.744897959183674,0.707448979591837,0.838393731635651,0.861167002012072,0.833613804036339
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200,4, low_bits_6, svd,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.87121212 0.82575758 0.79545455 0.80769231 0.83846154],0.724770642201835,0.839449541284404,0.850732600732601,0.895705521472393,0.890243902439024,0.896341463414634,0.702970297029703,0.747368421052632,0.727342747111682,0.835680751173709,0.864077669902913,0.840734487125369,0.847235238987816,0.859315589353612,0.851035886549598
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170,12, low_bits_4, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.81142857 0.85142857 0.80747126 0.83333333 0.8362069 ],0.756329113924051,0.724683544303797,0.912037037037037,0.973821989528796,0.959862385321101,0.974197247706422,0.786703601108033,0.893081761006289,0.755458077955374,0.750716332378223,0.834394904458599,0.72537355285823,0.91395636064224,0.934343434343434,0.912037037037037
svm_model_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200,8, low_bits_6, svdne,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.78947368 0.73684211 0.79824561 0.78508772 0.72566372],0.825857519788918,0.823218997361477,0.791666666666667,0.76007326007326,0.729349736379613,0.769771528998243,0.829015544041451,0.816326530612245,0.826196052191368,0.823218997361477,0.825396825396825,0.823224728487886,0.787291330102315,0.766247379454927,0.79182857295464
svm_model_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200,8, low_bits_5, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.80973451 0.76548673 0.79464286 0.78571429 0.83035714],0.716577540106952,0.786096256684492,0.78792735042735,0.801505174035748,0.758007117437722,0.812277580071175,0.71505376344086,0.685567010309278,0.717783505154639,0.781420765027322,0.733333333333333,0.788454376163873,0.779566907273737,0.738170347003155,0.788737725075953
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.86111111 0.7962963  0.82407407 0.83333333 0.77358491],0.743016759776536,0.754189944134078,0.853794642857143,0.920388349514563,0.881040892193309,0.923791821561338,0.693333333333333,0.641975308641975,0.734252960443437,0.731707317073171,0.731707317073171,0.752451596680915,0.841978287092883,0.80787037037037,0.85221104725415
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200,4, low_bits_5, svd,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.83333333 0.85606061 0.87121212 0.87878788 0.89230769],0.789954337899543,0.757990867579909,0.882299270072993,0.953560371517028,0.936170212765957,0.954407294832827,0.79646017699115,0.79646017699115,0.789739522457839,0.778242677824268,0.781512605042017,0.755756302521008,0.883888388838884,0.875222816399287,0.882471221283756
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200,6, low_bits_2, svdne,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.7287234  0.7393617  0.73655914 0.79569892 0.77419355],0.768488745980707,0.762057877813505,0.865038560411311,0.933054393305439,0.955032119914347,0.931477516059957,0.788235294117647,0.822085889570552,0.765772674515006,0.762820512820513,0.798657718120805,0.7635263899246,0.869402985074627,0.897304236200257,0.864997034445045
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.78214286 0.75       0.84285714 0.75714286 0.76428571],0.815450643776824,0.761802575107296,0.851629502572899,0.892573900504686,0.884285714285714,0.893571428571428,0.820833333333333,0.820833333333333,0.815283923303835,0.758169934640523,0.759825327510917,0.761769203839847,0.851246775580396,0.846877673224978,0.851641760086264
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_svdne,32,134,166, zones, low_bits_4, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.73756906 0.76944444 0.76388889 0.77777778 0.76944444],0.728222996515679,0.742160278745645,0.881734006734007,0.927487352445194,0.915649278579356,0.928412874583796,0.688,0.632352941176471,0.723461238800156,0.713178294573643,0.609271523178808,0.749488702765875,0.877131613467425,0.844276094276094,0.881734006734007
svm_model_N32_B168_E200_nb_zones_10_lab_svd,32,168,200,10, lab, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.90196078 0.88235294 0.85620915 0.87908497 0.87171053],0.858490566037736,0.841981132075471,0.873737373737374,0.892879256965944,0.943717277486911,0.886780104712042,0.873949579831933,0.949771689497717,0.855373649626907,0.853391684901532,0.951219512195122,0.845472769796191,0.882260596546311,0.946127946127946,0.873737373737374
ensemble_model_N26_B174_E200_nb_zones_12_lab_svd,26,174,200,12, lab, svd,1764,588,588,0.6,0.2,0.2, [0.84745763 0.8079096  0.85795455 0.84943182 0.84659091],0.898692810457516,0.895424836601307,0.903619528619529,0.908891328210757,0.938775510204082,0.905895691609977,0.904024767801858,0.935897435897436,0.897948717948718,0.896103896103896,0.92,0.895897435897436,0.906644924582144,0.936026936026936,0.903619528619528
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.81355932 0.83050847 0.8559322  0.84482759 0.87931034],0.712820512820513,0.77948717948718,0.885245901639344,0.977469670710572,0.962457337883959,0.977815699658703,0.708333333333333,0.739130434782609,0.714225411566062,0.812227074235808,0.861111111111111,0.76963601532567,0.887775551102204,0.898580121703854,0.88510786623495
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200,4, low_bits_6, svdn,546,182,182,0.6,0.2,0.2, [0.53636364 0.40909091 0.47272727 0.4537037  0.48148148],0.483516483516483,0.494505494505494,0.793406593406593,0.996336996336996,0.996336996336996,0.996336996336996,0.453488372093023,0.419354838709678,0.484958318231243,0.417721518987342,0.445945945945946,0.486861861861862,0.785388127853881,0.781818181818182,0.793036750483559
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200,4, low_bits_4, svd,488,162,162,0.600985221674877,0.199507389162562,0.199507389162562, [0.73469388 0.68367347 0.69387755 0.78571429 0.78125   ],0.679012345679012,0.660493827160494,0.798029556650246,0.87741935483871,0.836065573770492,0.883196721311475,0.648648648648649,0.558139534883721,0.686964504283966,0.64968152866242,0.573033707865169,0.670078497768201,0.787012987012987,0.723150357995227,0.800506476707537
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svd,40,130,170,12, low_bits_4_shifted_2, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.82044199 0.84722222 0.83333333 0.84444444 0.8       ],0.693379790940767,0.742160278745645,0.848484848484848,0.888009049773756,0.871254162042175,0.890122086570477,0.723270440251572,0.798611111111111,0.693011849261849,0.761290322580645,0.825174825174825,0.742448523698524,0.84974958263773,0.856902356902357,0.848484848484848
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170,12, low_bits_6, svd,1830,610,610,0.6,0.2,0.2, [0.86885246 0.87431694 0.90163934 0.87704918 0.85245902],0.813186813186813,0.824175824175824,0.902777777777778,0.929032258064516,0.944262295081967,0.927868852459016,0.815884476534296,0.889763779527559,0.818169560996656,0.837837837837838,0.849315068493151,0.822295329522166,0.905055487053021,0.926767676767677,0.902777777777778
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,1158,386,386,0.6,0.2,0.2, [0.5387931  0.50862069 0.54310345 0.54310345 0.54347826],0.510362694300518,0.523316062176166,0.789637305699482,0.971625107480653,0.975820379965458,0.971502590673575,0.516624040920716,0.537234042553192,0.511041263700838,0.555555555555555,0.577889447236181,0.521565044473705,0.79369918699187,0.808488612836439,0.789617750401622
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,1100,366,366,0.600436681222707,0.199781659388646,0.199781659388646, [0.82727273 0.83636364 0.84545455 0.84090909 0.8       ],0.756830601092896,0.745901639344262,0.846069868995633,0.907918968692449,0.896363636363636,0.909090909090909,0.795402298850575,0.887179487179487,0.747683310841206,0.763358778625954,0.842696629213483,0.74847597418121,0.852664576802508,0.884073672806067,0.845777210440437
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170,12, low_bits_5, svd,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.84782609 0.86141304 0.87978142 0.86338798 0.88797814],0.826568265682657,0.833948339483395,0.884680134680135,0.898324022346369,0.876772082878953,0.900763358778626,0.777251184834123,0.635658914728682,0.817829457364341,0.811715481171548,0.683098591549296,0.841549295774648,0.877678571428571,0.827441077441077,0.884680134680135
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.75294118 0.79166667 0.72619048 0.75595238 0.77380952],0.775,0.721428571428571,0.855206847360913,0.926540284360189,0.928741092636579,0.926365795724466,0.797427652733119,0.892086330935252,0.775830399510179,0.746753246753247,0.815602836879433,0.720751058727486,0.861244019138756,0.898716119828816,0.855206847360913
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200,4, low_bits_5, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.6637931  0.61403509 0.51754386 0.64035088 0.56140351],0.547368421052632,0.58421052631579,0.596638655462185,0.657276995305164,0.734265734265734,0.617132867132867,0.601851851851852,0.670103092783505,0.544728965746591,0.62200956937799,0.691489361702128,0.585328014184397,0.639097744360902,0.712788259958071,0.596394129979036
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200,4, low_bits_4, svd,574,191,191,0.600418410041841,0.19979079497908,0.19979079497908, [0.87068966 0.74137931 0.79824561 0.8245614  0.85964912],0.659685863874346,0.712041884816754,0.845188284518828,0.949640287769784,0.9198606271777,0.951219512195122,0.624277456647399,0.551020408163265,0.662606978275181,0.705882352941176,0.694736842105263,0.711951754385965,0.838427947598253,0.8,0.845378151260504
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200,8, low_bits_5, svdne,1164,388,388,0.6,0.2,0.2, [0.76923077 0.71794872 0.80603448 0.74568966 0.83189655],0.804123711340206,0.765463917525773,0.852577319587629,0.898550724637681,0.905498281786942,0.897766323024055,0.791208791208791,0.778378378378378,0.802982292637465,0.774193548387097,0.772277227722772,0.765170871925902,0.852577319587629,0.853457172342621,0.852578225718169
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200,8, low_bits_6, svdne,1212,404,404,0.6,0.2,0.2, [0.77459016 0.76446281 0.7768595  0.84297521 0.75619835],0.782178217821782,0.767326732673267,0.869306930693069,0.933224755700326,0.945544554455446,0.932343234323432,0.803571428571429,0.932642487046632,0.788596125039904,0.789237668161435,0.893401015228426,0.770372005198754,0.875589066918002,0.932730923694779,0.87017405559739
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170,12, low_bits_2, svdn,1770,590,590,0.6,0.2,0.2, [0.53954802 0.59887006 0.52542373 0.5480226  0.58757062],0.62046204620462,0.521452145214521,0.563973063973064,0.573157315731573,0.588700564971751,0.561581920903955,0.627831715210356,0.655405405405405,0.621251089799477,0.551083591331269,0.574193548387097,0.520204882301657,0.577142857142857,0.595117845117845,0.563973063973064
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200,4, low_bits_6, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.53278689 0.54098361 0.65       0.59166667 0.55      ],0.497512437810945,0.562189054726368,0.812127236580517,1,1,1,0.502463054187192,0.515151515151515,0.49777183600713,0.54639175257732,0.56989247311828,0.562724014336918,0.811188811188811,0.821862348178138,0.812298361589069
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,1524,508,508,0.6,0.2,0.2, [0.76143791 0.81372549 0.79605263 0.76644737 0.78618421],0.746478873239437,0.732394366197183,0.825757575757576,0.873684210526316,0.871391076115486,0.874015748031496,0.736585365853659,0.708920187793427,0.746478873239437,0.720588235294118,0.690140845070423,0.732394366197183,0.822925577416595,0.80976430976431,0.825757575757576
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,596,198,198,0.600806451612903,0.199596774193548,0.199596774193548, [0.75833333 0.8        0.73333333 0.74576271 0.73728814],0.762626262626263,0.691919191919192,0.876008064516129,0.975124378109453,0.986577181208054,0.974832214765101,0.758974358974359,0.840909090909091,0.770454545454545,0.693467336683417,0.75,0.695754716981132,0.876629889669007,0.914225941422594,0.877346433746317
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200,4, low_bits_5, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.5862069  0.5        0.56140351 0.5877193  0.49122807],0.552631578947368,0.568421052631579,0.822478991596639,0.996491228070176,0.993006993006993,0.996503496503496,0.568527918781726,0.602150537634409,0.553652588404833,0.613207547169811,0.670103092783505,0.566234342090677,0.827374872318692,0.850840336134454,0.822478991596639
ensemble_model_v2_N32_B134_E166_nb_zones_12_low_bits_4_shifted_2_svdne,32,134,166, zones, low_bits_4_shifted_2, svdne,1800,600,600,0.6,0.2,0.2, [0.83888889 0.86944444 0.85555556 0.85833333 0.80833333],0.760416666666667,0.802083333333333,0.887626262626263,0.919840818646958,0.898888888888889,0.921666666666667,0.749090909090909,0.710344827586207,0.760766819387509,0.786516853932584,0.734265734265734,0.801615625753557,0.883963494132986,0.856060606060606,0.887626262626263
ensemble_model_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170,12, lab, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.87431694 0.8543956  0.86813187 0.89010989 0.88736264],0.913357400722022,0.888086642599278,0.929292929292929,0.93732667775929,0.92755214050494,0.937980241492865,0.918367346938775,0.971223021582734,0.913147742675425,0.894915254237288,0.956521739130435,0.888332812011261,0.929765886287625,0.936026936026936,0.929292929292929
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,630,210,210,0.6,0.2,0.2, [0.48412698 0.55555556 0.5        0.45238095 0.47619048],0.476190476190476,0.471428571428571,0.785714285714286,0.993650793650794,0.993650793650794,0.993650793650794,0.56,0.564516129032258,0.456676669167292,0.468899521531101,0.510416666666667,0.474506578947368,0.793388429752066,0.807476635514019,0.785291715815262
svm_model_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200,8, low_bits_4, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.75663717 0.68584071 0.68303571 0.74553571 0.72321429],0.775401069518717,0.700534759358289,0.728632478632479,0.757009345794392,0.864768683274021,0.722419928825623,0.793103448275862,0.879781420765027,0.777587045461048,0.718592964824121,0.768817204301075,0.700897963852665,0.756704980842912,0.848549946294307,0.729269659650873
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,494,164,164,0.600973236009732,0.199513381995134,0.199513381995134, [0.51       0.58       0.55102041 0.57142857 0.55102041],0.469512195121951,0.554878048780488,0.790754257907543,0.975609756097561,0.97165991902834,0.975708502024292,0.491228070175439,0.575342465753425,0.479978925184405,0.578034682080925,0.666666666666667,0.563670411985019,0.794258373205742,0.840506329113924,0.792618504135416
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200,4, low_bits_4, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.60483871 0.62903226 0.64516129 0.56451613 0.64516129],0.597087378640777,0.611650485436893,0.625,0.688022284122563,0.796774193548387,0.638709677419355,0.621004566210045,0.612612612612613,0.595779990516833,0.611650485436893,0.642857142857143,0.613095238095238,0.661417322834646,0.728323699421965,0.624395767839638
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svd,32,168,200,4, low_bits_4_shifted_2, svd,600,200,200,0.6,0.2,0.2, [0.80833333 0.80833333 0.86666667 0.83333333 0.9       ],0.665,0.66,0.819,0.925081433224756,0.946666666666667,0.923333333333333,0.70995670995671,0.854166666666667,0.672275641025641,0.732283464566929,0.885714285714286,0.64812030075188,0.835304822565969,0.916167664670659,0.818805275221101
svm_model_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200,4, low_bits_6, svdne,650,216,216,0.600739371534196,0.199630314232902,0.199630314232902, [0.78461538 0.81538462 0.84615385 0.89230769 0.77692308],0.657407407407407,0.689814814814815,0.816081330868762,0.913946587537092,0.947692307692308,0.910769230769231,0.675438596491228,0.785714285714286,0.668280871670702,0.719665271966527,0.788990825688073,0.688887936208523,0.825591586327782,0.885338345864662,0.817214627477785
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,1212,404,404,0.6,0.2,0.2, [0.84836066 0.7892562  0.81404959 0.79338843 0.7892562 ],0.794554455445545,0.774752475247525,0.858910891089109,0.906801007556675,0.891089108910891,0.908415841584158,0.786632390745501,0.780612244897959,0.794152276295134,0.767263427109974,0.742574257425743,0.774752475247525,0.855403348554033,0.839641434262948,0.85879709508423
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,1176,392,392,0.6,0.2,0.2, [0.77118644 0.73728814 0.73305085 0.76923077 0.82051282],0.732142857142857,0.760204081632653,0.851530612244898,0.921097770154374,0.913265306122449,0.921768707482993,0.769230769230769,0.866336633663366,0.727905158936946,0.782407407407407,0.853535353535353,0.7592419035718,0.85825621042377,0.8917004048583,0.851199996667833
svm_model_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200,4, low_bits_5, svdne,540,180,180,0.6,0.2,0.2, [0.87037037 0.86111111 0.85185185 0.88888889 0.83333333],0.805555555555556,0.822222222222222,0.853333333333333,0.869739478957916,0.803703703703704,0.87962962962963,0.824120603015075,0.854166666666667,0.802083333333333,0.8,0.810126582278481,0.820904875297656,0.846153846153846,0.815730337078652,0.852920113594271
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svdn,40,130,170, zones, low_bits_3, svdn,1830,610,610,0.6,0.2,0.2, [0.66120219 0.58469945 0.62295082 0.60928962 0.62568306],0.578754578754579,0.608058608058608,0.869949494949495,0.95253682487725,0.954098360655738,0.952459016393443,0.643962848297214,0.712328767123288,0.568762808758494,0.63728813559322,0.740157480314961,0.616654082623234,0.873929008567931,0.901515151515152,0.869949494949495
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200,8, low_bits_2, svd,1290,430,430,0.6,0.2,0.2, [0.80620155 0.81782946 0.79457364 0.81395349 0.79844961],0.730232558139535,0.744186046511628,0.815813953488372,0.858803986710963,0.801550387596899,0.868217054263566,0.743362831858407,0.770642201834862,0.729660723558941,0.747706422018349,0.795121951219512,0.746449864498645,0.810707456978967,0.794007490636704,0.815672876556799
ensemble_model_N32_B168_E200_nb_zones_10_lab_svd,32,168,200,10, lab, svd,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.8483871  0.8483871  0.84193548 0.87337662 0.86688312],0.869879518072289,0.874698795180723,0.895622895622896,0.908974358974359,0.917205692108668,0.908150064683053,0.875576036866359,0.867579908675799,0.870014444133818,0.873170731707317,0.913265306122449,0.876723977262138,0.896838602329451,0.907407407407407,0.895622895622896
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200,4, low_bits_4, svdn,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.54545455 0.55454545 0.56363636 0.60909091 0.63636364],0.60655737704918,0.573770491803279,0.828602620087336,0.987108655616943,0.974545454545454,0.987272727272727,0.653846153846154,0.673267326732673,0.598828785317556,0.585106382978723,0.591397849462366,0.57347670250896,0.832800851970181,0.833688699360341,0.828477459299857
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svd,32,168,200,4, low_bits_4_shifted_2, svd,624,208,208,0.6,0.2,0.2, [0.80952381 0.84126984 0.80645161 0.78225806 0.86290323],0.716346153846154,0.764423076923077,0.881730769230769,0.976,0.977564102564102,0.975961538461538,0.703517587939698,0.660377358490566,0.717443581206067,0.746113989637306,0.672897196261682,0.767141667437772,0.87905604719764,0.851428571428571,0.882024965325936
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200,8, low_bits_3, svdn,1206,402,402,0.6,0.2,0.2, [0.52892562 0.51652893 0.50826446 0.51666667 0.53333333],0.524875621890547,0.519900497512438,0.808955223880597,1,1,1,0.51150895140665,0.526315789473684,0.524950347567031,0.545882352941176,0.565853658536585,0.518967438405348,0.810089020771513,0.82064128256513,0.809036056302328
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200,4, low_bits_6, svdne,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.93333333 0.89166667 0.89166667 0.88333333 0.88135593],0.703517587939698,0.768844221105528,0.858433734939759,0.943037974683544,0.996655518394649,0.939799331103679,0.728110599078341,0.858695652173913,0.714394555058919,0.794642857142857,0.898989898989899,0.769494949494949,0.868592730661696,0.951020408163265,0.859897555860289
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200,4, low_bits_5, svdne,648,216,216,0.6,0.2,0.2, [0.85384615 0.85384615 0.86153846 0.86153846 0.8984375 ],0.722222222222222,0.759259259259259,0.848148148148148,0.917460317460317,0.891975308641975,0.919753086419753,0.75609756097561,0.830357142857143,0.718063186813187,0.816901408450704,0.920634920634921,0.726984126984127,0.858620689655172,0.886120996441281,0.846535401695544
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200,10, low_bits_3, svdn,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.53716216 0.52380952 0.47959184 0.53401361 0.52380952],0.513274336283186,0.515486725663717,0.687710437710438,0.798938287989383,0.817934782608696,0.794157608695652,0.541666666666667,0.562770562770563,0.512154512154512,0.542797494780793,0.588235294117647,0.517061370002546,0.699107866991079,0.725589225589226,0.687710437710438
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svd,26,174,200, zones, lab, svd,1716,572,572,0.6,0.2,0.2, [0.87790698 0.85755814 0.84011628 0.83333333 0.87426901],0.890909090909091,0.872727272727273,0.896464646464647,0.905084745762712,0.933566433566434,0.902097902097902,0.888888888888889,0.894409937888199,0.89099195119262,0.873493975903615,0.857988165680473,0.873093461722224,0.898598516075845,0.917508417508418,0.896464646464647
ensemble_model_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200,8, low_bits_4, svdne,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.78761062 0.7699115  0.70535714 0.77232143 0.8125    ],0.679144385026738,0.705882352941176,0.802350427350427,0.879310344827586,0.907473309608541,0.875444839857651,0.664804469273743,0.657458563535912,0.678470214410443,0.692737430167598,0.649214659685864,0.707120991045118,0.802771855010661,0.806209850107066,0.802358656396817
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,538,179,179,0.600446428571429,0.199776785714286,0.199776785714286, [0.86111111 0.86111111 0.87037037 0.83333333 0.85849057],0.748603351955307,0.759776536312849,0.875,0.955882352941176,0.966542750929368,0.955390334572491,0.733727810650887,0.659574468085106,0.753316645807259,0.739393939393939,0.74390243902439,0.758549157656525,0.872437357630979,0.860674157303371,0.874904706146142
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svd,32,168,200, zones, low_bits_4_shifted_2, svd,546,182,182,0.6,0.2,0.2, [0.91818182 0.87272727 0.91818182 0.90740741 0.87037037],0.703296703296703,0.71978021978022,0.884615384615385,1,1,1,0.73,0.701923076923077,0.703525641025641,0.715083798882681,0.680851063829787,0.721107350096712,0.886486486486487,0.870488322717622,0.88513026614241
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svd,40,130,170, zones, low_bits_4, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.80397727 0.80113636 0.80681818 0.82386364 0.77556818],0.733766233766234,0.762987012987013,0.880892255892256,0.927846674182638,0.935227272727273,0.927272727272727,0.733766233766234,0.715189873417722,0.734261603375527,0.752542372881356,0.74,0.762405063291139,0.880942364324779,0.881313131313131,0.880892255892256
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,600,200,200,0.6,0.2,0.2, [0.66666667 0.60833333 0.56666667 0.6        0.65833333],0.575,0.56,0.812,0.974789915966386,0.966666666666667,0.975,0.622222222222222,0.636363636363636,0.568181818181818,0.536842105263158,0.542553191489362,0.559012444801285,0.813861386138614,0.81547619047619,0.811971966205837
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,592,197,197,0.600405679513185,0.199797160243408,0.199797160243408, [0.825      0.89830508 0.88135593 0.76271186 0.81355932],0.761421319796954,0.786802030456853,0.880324543610548,0.951585976627713,0.962837837837838,0.951013513513513,0.794759825327511,0.91,0.759123711340206,0.817391304347826,0.959183673469388,0.787672644815502,0.888468809073724,0.951417004048583,0.880180046739739
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200,4, low_bits_4, svdne,736,245,245,0.600326264274062,0.199836867862969,0.199836867862969, [0.84459459 0.85810811 0.88513514 0.84246575 0.89041096],0.677551020408163,0.697959183673469,0.794453507340946,0.846034214618974,0.739130434782609,0.865489130434783,0.687747035573123,0.756521739130435,0.682107023411371,0.691666666666667,0.747747747747748,0.702232082829098,0.778169014084507,0.744107744107744,0.792939948003239
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200,6, low_bits_6, svd,834,278,278,0.6,0.2,0.2, [0.86309524 0.92857143 0.84939759 0.90963855 0.91566265],0.705035971223021,0.715827338129496,0.835971223021583,0.923076923076923,0.964028776978417,0.919664268585132,0.740506329113924,0.879699248120301,0.712263417163599,0.758409785932722,0.867132867132867,0.711344211344211,0.849405548216645,0.927849927849928,0.836234863494548
svm_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdne,32,168,200,4, low_bits_4_shifted_2, svdne,578,192,192,0.600831600831601,0.1995841995842,0.1995841995842, [0.79310345 0.78448276 0.78448276 0.81896552 0.68421053],0.75,0.692708333333333,0.77027027027027,0.810631229235881,0.844290657439446,0.802768166089965,0.72093023255814,0.626262626262626,0.753991528185076,0.658959537572254,0.575757575757576,0.696480938416422,0.766631467793031,0.745379876796715,0.770584675240463
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200,8, low_bits_2, svd,1158,386,386,0.6,0.2,0.2, [0.72413793 0.7112069  0.7112069  0.76724138 0.71304348],0.795336787564767,0.77979274611399,0.844559585492228,0.884353741496599,0.898100172711572,0.882556131260794,0.820861678004535,0.896039603960396,0.790411106328024,0.789081885856079,0.888268156424581,0.787129247294416,0.851485148514851,0.895833333333333,0.844823883161512
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200,4, low_bits_4, svdne,564,188,188,0.6,0.2,0.2, [0.80701754 0.85087719 0.80357143 0.80357143 0.82142857],0.707446808510638,0.659574468085106,0.859574468085106,0.976406533575318,0.953900709219858,0.976950354609929,0.717948717948718,0.714285714285714,0.707142857142857,0.652173913043478,0.697674418604651,0.662562699498404,0.858064516129032,0.856223175965665,0.859546187138951
svm_model_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200,12, low_bits_2, svd,1752,584,584,0.6,0.2,0.2, [0.80681818 0.77714286 0.78       0.78285714 0.78285714],0.746794871794872,0.782051282051282,0.782407407407407,0.790249433106576,0.795662100456621,0.788812785388128,0.704119850187266,0.630872483221476,0.741816609708898,0.767123287671233,0.687116564417178,0.786511302342817,0.777442961687473,0.76010101010101,0.782407407407407
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200,6, low_bits_5, svd,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.79787234 0.74731183 0.7688172  0.8172043  0.83333333],0.809677419354839,0.793548387096774,0.850515463917526,0.883671291355389,0.888412017167382,0.883047210300429,0.785454545454545,0.72972972972973,0.806222889556223,0.766423357664233,0.73943661971831,0.789361167002012,0.843876177658143,0.829365079365079,0.849984047220228
ensemble_model_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdne,32,168,200,4, low_bits_4_shifted_2, svdne,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.87288136 0.83898305 0.80508475 0.84745763 0.87288136],0.75,0.709183673469388,0.842158859470468,0.917647058823529,0.925423728813559,0.916949152542373,0.746113989637306,0.765957446808511,0.750625782227785,0.73972602739726,0.764150943396226,0.704297693920335,0.846077457795432,0.860606060606061,0.84200734241802
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200,10, low_bits_6, svd,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.77666667 0.76845638 0.77516779 0.79865772 0.79530201],0.787330316742081,0.755656108597285,0.784511784511784,0.799741602067183,0.829758713136729,0.792225201072386,0.823970037453183,0.960698689956332,0.780818828546241,0.78988326848249,0.953051643192488,0.762552022469607,0.802773497688752,0.877104377104377,0.784511784511784
ensemble_model_v2_N26_B174_E200_nb_zones_8_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.78947368 0.76315789 0.74561404 0.72368421 0.75663717],0.704485488126649,0.696569920844327,0.794831223628692,0.86106346483705,0.882249560632689,0.857644991212654,0.672514619883041,0.646067415730337,0.701143160601487,0.670487106017192,0.635869565217391,0.694857859531773,0.790522347872913,0.788399570354458,0.794717919892255
ensemble_model_v2_N40_B130_E170_nb_zones_12_lab_svdne,40,130,170, zones, lab, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.85393258 0.89548023 0.87853107 0.89548023 0.83333333],0.870860927152318,0.870860927152318,0.925925925925926,0.94469525959368,0.94469525959368,0.94469525959368,0.878504672897196,0.915584415584416,0.86995436995437,0.876971608832807,0.939189189189189,0.872191997191997,0.926970954356846,0.94023569023569,0.925925925925926
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svd,40,130,170,12, low_bits_4_shifted_2, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.82795699 0.83602151 0.84408602 0.85675676 0.82432432],0.826923076923077,0.830769230769231,0.917929292929293,0.942640692640693,0.938577586206896,0.942887931034483,0.822134387351779,0.88135593220339,0.83152303652423,0.847222222222222,0.859154929577465,0.827882549534495,0.918375889493512,0.923400673400673,0.917929292929293
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200,10, low_bits_5, svd,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.73509934 0.78807947 0.78       0.79666667 0.71333333],0.777522935779816,0.793577981651376,0.791245791245791,0.790792146242383,0.776595744680851,0.794547872340426,0.769596199524941,0.778846153846154,0.777580971659919,0.794520547945205,0.763157894736842,0.795040485829959,0.787671232876712,0.774410774410774,0.791245791245791
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200,8, low_bits_3, svdn,1146,382,382,0.6,0.2,0.2, [0.47826087 0.51304348 0.53478261 0.52192982 0.49561404],0.507853403141361,0.518324607329843,0.805235602094241,1,1,1,0.494623655913979,0.511111111111111,0.508030803080308,0.525773195876289,0.520408163265306,0.518268597761685,0.804826862539349,0.808219178082192,0.805254230040055
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svd,40,130,170, zones, low_bits_6, svd,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.87234043 0.875      0.87765957 0.8856383  0.88829787],0.82258064516129,0.82258064516129,0.921296296296296,0.9470871191876,0.942553191489361,0.947340425531915,0.828125,0.854838709677419,0.82258064516129,0.829457364341085,0.862903225806452,0.82258064516129,0.921593291404612,0.925084175084175,0.921296296296296
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svd,32,168,200, zones, lab, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.88157895 0.86842105 0.90131579 0.89072848 0.88741722],0.841860465116279,0.804651162790698,0.902777777777778,0.948933419521655,0.968337730870712,0.947889182058048,0.833333333333333,0.794392523364486,0.841640706126687,0.79,0.731481481481482,0.804993077189339,0.901910828025478,0.893939393939394,0.902777777777778
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170,12, low_bits_5, svd,1874,624,624,0.600256245996156,0.199871877001922,0.199871877001922, [0.8856383  0.87765957 0.82620321 0.88770053 0.8315508 ],0.804780876494024,0.784860557768924,0.901936026936027,0.929501084598698,0.914621131270011,0.930629669156884,0.826855123674912,0.928571428571429,0.804285714285714,0.811188811188811,0.928,0.785428571428571,0.903439701616245,0.917508417508418,0.901936026936027
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.79508197 0.85245902 0.73333333 0.84166667 0.75833333],0.651741293532338,0.756218905472637,0.868787276341948,0.978297161936561,0.970198675496689,0.978476821192053,0.646464646464646,0.680851063829787,0.653509644064426,0.758620689655172,0.77,0.756287128712871,0.868,0.875,0.868872549019608
ensemble_model_v2_N32_B168_E200_nb_zones_4_low_bits_4_shifted_2_svdne,32,168,200, zones, low_bits_4_shifted_2, svdne,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.82307692 0.84615385 0.83846154 0.8828125  0.8125    ],0.66046511627907,0.632558139534884,0.8317843866171,0.954758190327613,0.947368421052632,0.955108359133127,0.713725490196078,0.842592592592593,0.659614053305642,0.685258964143426,0.803738317757009,0.633350640359986,0.842197035745423,0.897769516728624,0.8317843866171
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200,6, low_bits_6, svd,1018,339,339,0.600235849056604,0.199882075471698,0.199882075471698, [0.84803922 0.87254902 0.85294118 0.83823529 0.86633663],0.75811209439528,0.725663716814159,0.839033018867924,0.903921568627451,0.905697445972495,0.903732809430255,0.765714285714286,0.748603351955307,0.758676675977654,0.717325227963526,0.742138364779874,0.726624737945493,0.839317245438493,0.841794569067296,0.839036271577229
svm_model_N40_B160_E200_nb_zones_4_lab_svd,40,160,200,4, lab, svd,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.95588235 0.90441176 0.94117647 0.92647059 0.91911765],0.827433628318584,0.845132743362832,0.893109540636042,0.931785195936139,0.944117647058824,0.930882352941176,0.842105263157895,0.873949579831933,0.824825257205686,0.848484848484848,0.89908256880734,0.846977181839567,0.896315338474721,0.920774647887324,0.893011437418839
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200,6, low_bits_5, svd,918,306,306,0.6,0.2,0.2, [0.90217391 0.89673913 0.875      0.89673913 0.86263736],0.725490196078431,0.715686274509804,0.848366013071895,0.933333333333333,0.930283224400871,0.933551198257081,0.754385964912281,0.837662337662338,0.724752221462748,0.737160120845921,0.74390243902439,0.713500515286843,0.853904282115869,0.872586872586873,0.847980023278828
svm_model_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170,12, low_bits_3, svdne,1728,576,576,0.6,0.2,0.2, [0.85260116 0.83815029 0.81791908 0.82369942 0.84883721],0.796296296296296,0.780864197530864,0.832912457912458,0.859913793103448,0.923611111111111,0.849537037037037,0.79375,0.747058823529412,0.798854087089381,0.752613240418119,0.701298701298701,0.777119938884645,0.838814453917986,0.869528619528619,0.832912457912458
ensemble_model_N40_B160_E200_nb_zones_4_lab_svd,40,160,200,4, lab, svd,514,171,171,0.600467289719626,0.199766355140187,0.199766355140187, [0.89423077 0.86538462 0.92156863 0.82352941 0.87254902],0.830409356725146,0.760233918128655,0.880841121495327,0.940074906367041,0.976653696498054,0.937743190661479,0.819875776397516,0.767441860465116,0.83077975376197,0.760233918128655,0.637254901960784,0.789641943734015,0.882217090069284,0.858426966292135,0.881768227671615
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,1188,396,396,0.6,0.2,0.2, [0.81932773 0.81092437 0.77731092 0.77731092 0.81355932],0.78030303030303,0.79040404040404,0.854040404040404,0.898377455166524,0.885521885521885,0.89983164983165,0.764227642276423,0.738219895287958,0.778866045204955,0.777479892761394,0.759162303664921,0.789337249393436,0.848928384736017,0.831967213114754,0.853732610541441
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200,6, low_bits_4, svd,970,323,323,0.600247524752475,0.199876237623762,0.199876237623762, [0.74742268 0.81958763 0.7628866  0.80412371 0.78865979],0.634674922600619,0.73374613003096,0.771658415841584,0.83743842364532,0.876288659793814,0.829896907216495,0.69109947643979,0.830188679245283,0.637655315232398,0.773684210526316,0.869822485207101,0.727119034811342,0.792346651660101,0.865928659286593,0.771071428024368
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,792,264,264,0.6,0.2,0.2, [0.83125    0.81012658 0.84177215 0.84177215 0.84810127],0.765151515151515,0.753787878787879,0.853030303030303,0.914212548015365,0.901515151515152,0.91540404040404,0.77037037037037,0.77037037037037,0.765030146425495,0.747081712062257,0.774193548387097,0.754953917050691,0.851681957186544,0.850381679389313,0.853010388566837
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200,10, low_bits_3, svdn,1502,500,500,0.600319744204636,0.199840127897682,0.199840127897682, [0.5397351  0.52666667 0.55333333 0.48666667 0.5       ],0.501144164759725,0.54233409610984,0.817760942760943,0.989912575655683,0.980026631158455,0.990013315579228,0.532188841201717,0.5662100456621,0.500994931087931,0.56140350877193,0.587155963302752,0.542436429139961,0.820257368202574,0.831649831649832,0.817760942760943
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svd,40,160,200, zones, lab, svd,560,186,186,0.600858369098712,0.199570815450644,0.199570815450644, [0.91071429 0.875      0.85714286 0.83928571 0.86607143],0.811827956989247,0.817204301075269,0.92381974248927,0.996415770609319,0.992857142857143,0.996428571428571,0.782608695652174,0.75,0.806372549019608,0.806818181818182,0.797752808988764,0.816402177690258,0.920670391061452,0.909492273730684,0.923430896781835
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svd,32,168,200,6, low_bits_4_shifted_2, svd,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.82474227 0.80412371 0.85051546 0.81958763 0.80208333],0.645962732919255,0.664596273291926,0.809553349875931,0.912998976458547,0.921487603305785,0.912190082644628,0.650306748466258,0.716216216216216,0.65121155638397,0.71578947368421,0.768361581920904,0.653146308201831,0.817587641117053,0.850432632880099,0.809400625281892
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170,12, low_bits_2, svdn,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.58196721 0.55737705 0.55191257 0.51639344 0.56043956],0.547445255474453,0.576642335766423,0.890993265993266,0.989611809732094,0.990153172866521,0.989606126914661,0.544117647058823,0.544117647058823,0.547421142369991,0.591549295774648,0.608695652173913,0.576406649616368,0.891404612159329,0.894781144781145,0.890993265993266
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1040,346,346,0.600461893764434,0.199769053117783,0.199769053117783, [0.85096154 0.84615385 0.88461538 0.87019231 0.85576923],0.696531791907514,0.69364161849711,0.852771362586605,0.957281553398058,0.948076923076923,0.957692307692308,0.738154613466334,0.81767955801105,0.690657960823707,0.71505376344086,0.796407185628742,0.697086274378617,0.858569051580699,0.891705069124424,0.852681238265916
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200,10, low_bits_4, svd,1410,470,470,0.6,0.2,0.2, [0.72695035 0.76950355 0.74113475 0.70567376 0.75531915],0.740425531914894,0.723404255319149,0.785106382978723,0.819414703783012,0.814184397163121,0.820567375886525,0.76078431372549,0.811715481171548,0.739191073919107,0.736842105263158,0.791304347826087,0.72481884057971,0.79002079002079,0.809199318568995,0.785126870168851
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200,10, low_bits_6, svd,1428,476,476,0.6,0.2,0.2, [0.76573427 0.77622378 0.78321678 0.75174825 0.78521127],0.780590717299578,0.784810126582278,0.831228956228956,0.857351865398683,0.820728291316527,0.86344537815126,0.77292576419214,0.756410256410256,0.780288461538461,0.775330396475771,0.733333333333333,0.785470085470086,0.824045634050022,0.79040404040404,0.831228956228956
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200,6, low_bits_4, svd,822,274,274,0.6,0.2,0.2, [0.74698795 0.80487805 0.82317073 0.75609756 0.80487805],0.722627737226277,0.715328467153285,0.845255474452555,0.928217821782178,0.912408759124088,0.929440389294404,0.712121212121212,0.686131386861314,0.722627737226277,0.706766917293233,0.661971830985916,0.717349551856594,0.841554559043348,0.815942028985507,0.845471014492754
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.55371901 0.57438017 0.55785124 0.54545455 0.59166667],0.467661691542289,0.554726368159204,0.784791252485089,0.966722129783694,0.961920529801324,0.966887417218543,0.456852791878173,0.461538461538462,0.467484206614641,0.555831265508685,0.565656565656566,0.554887106357695,0.783391695847924,0.785356068204614,0.784796260703292
svm_model_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200,4, lab, svdn,622,207,207,0.6003861003861,0.19980694980695,0.19980694980695, [0.46825397 0.5        0.48387097 0.54032258 0.45967742],0.51207729468599,0.463768115942029,0.603281853281853,0.732885906040268,0.877813504823151,0.680064308681672,0.597609561752988,0.806451612903226,0.539190718732315,0.590405904059041,0.769230769230769,0.462285287528006,0.675611681136543,0.84251968503937,0.607812872822715
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200,10, low_bits_5, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.78431373 0.7745098  0.78431373 0.83006536 0.77960526],0.695754716981132,0.712264150943396,0.82996632996633,0.895133653187114,0.854712041884817,0.899869109947644,0.661417322834646,0.633165829145729,0.69213847012842,0.705314009661836,0.648888888888889,0.716404243439419,0.820763087843833,0.778619528619529,0.82996632996633
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svd,32,168,200,6, low_bits_4_shifted_2, svd,882,294,294,0.6,0.2,0.2, [0.81460674 0.85795455 0.79545455 0.75568182 0.77840909],0.724489795918367,0.748299319727891,0.840816326530612,0.908246225319396,0.886621315192744,0.910430839002268,0.707581227436823,0.7,0.723376623376623,0.758169934640523,0.753246753246753,0.748051948051948,0.837950138504155,0.82312925170068,0.840816326530612
svm_model_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200,12, lab, svdn,1782,594,594,0.6,0.2,0.2, [0.45530726 0.5        0.50842697 0.46910112 0.4747191 ],0.508417508417508,0.525252525252525,0.871212121212121,0.989222915484969,0.978675645342312,0.989337822671156,0.503401360544218,0.503401360544218,0.508367346938775,0.546623794212219,0.566666666666667,0.524829931972789,0.870777027027027,0.867845117845118,0.871212121212121
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200,6, low_bits_6, svdn,942,314,314,0.6,0.2,0.2, [0.52105263 0.48404255 0.4787234  0.5        0.47340426],0.515923566878981,0.449044585987261,0.537579617834395,0.549943883277217,0.520169851380042,0.574309978768578,0.515923566878981,0.5,0.516447368421053,0.397212543554007,0.37012987012987,0.447564935064935,0.513404825737265,0.486658195679797,0.537709685323934
ensemble_model_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200,4, lab, svdn,542,180,180,0.600886917960089,0.199556541019956,0.199556541019956, [0.59090909 0.47222222 0.48148148 0.59259259 0.5462963 ],0.527777777777778,0.505555555555556,0.805986696230599,0.99815157116451,0.996309963099631,0.998154981549816,0.54054054054054,0.561797752808989,0.528151623657242,0.557213930348259,0.589473684210526,0.50061919504644,0.811218985976267,0.826373626373626,0.805804262851243
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200,6, low_bits_5, svdn,816,272,272,0.6,0.2,0.2, [0.53658537 0.57926829 0.60365854 0.58024691 0.55555556],0.580882352941176,0.551470588235294,0.572058823529412,0.680811808118081,0.904411764705882,0.575980392156863,0.670520231213873,0.852941176470588,0.580882352941176,0.655367231638418,0.878787878787879,0.560822510822511,0.673766816143498,0.88905325443787,0.573912592131216
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200,12, low_bits_2, svd,1758,586,586,0.6,0.2,0.2, [0.80113636 0.75284091 0.78977273 0.76420455 0.8       ],0.750809061488673,0.799352750809061,0.843434343434343,0.86858432036097,0.875995449374289,0.867463026166098,0.702702702702703,0.594771241830065,0.74930869783811,0.786206896551724,0.730769230769231,0.800025138260432,0.839793281653747,0.820707070707071,0.843434343434343
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,912,304,304,0.6,0.2,0.2, [0.74456522 0.82967033 0.76923077 0.69230769 0.71978022],0.671052631578947,0.736842105263158,0.848684210526316,0.945533769063181,0.951754385964912,0.945175438596491,0.70059880239521,0.73125,0.667708333333333,0.748427672955975,0.80952380952381,0.739156809220504,0.853503184713376,0.878112712975098,0.848567585021235
svm_model_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200,10, lab, svdn,1488,496,496,0.6,0.2,0.2, [0.52684564 0.4966443  0.58724832 0.52348993 0.58108108],0.531531531531532,0.511261261261261,0.714646464646465,0.834098360655738,0.854838709677419,0.82997311827957,0.570247933884297,0.575,0.527696078431372,0.494172494172494,0.519607843137255,0.511887254901961,0.721903199343724,0.740740740740741,0.714646464646465
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170,12, low_bits_4, svdn,1764,588,588,0.6,0.2,0.2, [0.58757062 0.57627119 0.61931818 0.58238636 0.59659091],0.640522875816993,0.562091503267974,0.596380471380471,0.59072696050372,0.585034013605442,0.594671201814059,0.64968152866242,0.633540372670807,0.640908117369886,0.531468531468532,0.524137931034483,0.560205611479974,0.591393268001704,0.584175084175084,0.596380471380471
svm_model_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200,8, low_bits_3, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.81696429 0.81696429 0.85714286 0.79464286 0.84684685],0.771505376344086,0.760752688172043,0.811493018259936,0.844052863436123,0.856887298747764,0.841681574239714,0.761904761904762,0.71957671957672,0.772356665799289,0.750700280112045,0.744444444444444,0.760243055555555,0.810167658193618,0.807112068965517,0.811478946688326
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svdn,40,160,200, zones, lab, svdn,588,196,196,0.6,0.2,0.2, [0.55932203 0.56779661 0.56779661 0.53389831 0.51724138],0.5,0.443877551020408,0.78469387755102,0.993243243243243,1,0.993197278911565,0.51,0.463636363636364,0.50507399577167,0.435233160621762,0.42,0.444375,0.785786802030457,0.767857142857143,0.785189075630252
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svd,32,168,200, zones, low_bits_4_shifted_2, svd,858,286,286,0.6,0.2,0.2, [0.73837209 0.8372093  0.76744186 0.79651163 0.8       ],0.723776223776224,0.723776223776224,0.834265734265734,0.906508875739645,0.892773892773893,0.907925407925408,0.692607003891051,0.679389312977099,0.720339817778872,0.714801444043321,0.682758620689655,0.724358033749083,0.828136330674402,0.809929078014184,0.833930056248471
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200,8, low_bits_2, svdn,1292,430,430,0.600371747211896,0.199814126394052,0.199814126394052, [0.5        0.56589147 0.54263566 0.53875969 0.54263566],0.469767441860465,0.5,0.527416356877323,0.633928571428571,0.769349845201238,0.555727554179567,0.592857142857143,0.798076923076923,0.480119542619543,0.62478184991274,0.899497487437186,0.527670821640671,0.623472787856349,0.799620132953466,0.533113069206487
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170,12, low_bits_3, svdne,1722,574,574,0.6,0.2,0.2, [0.84682081 0.80232558 0.78488372 0.8255814  0.81686047],0.81651376146789,0.804281345565749,0.851430976430976,0.872989462007765,0.914053426248548,0.867015098722416,0.788732394366197,0.7,0.814071856287425,0.777777777777778,0.670658682634731,0.807204341317365,0.851368421052631,0.851010101010101,0.851430976430976
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svd,40,130,170, zones, low_bits_5, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.85989011 0.87637363 0.88674033 0.88950276 0.88950276],0.779359430604982,0.779359430604982,0.911195286195286,0.951960242959691,0.950385887541345,0.952039691289967,0.76865671641791,0.746376811594203,0.778782811391507,0.77536231884058,0.748251748251748,0.77992297557515,0.910403397027601,0.902356902356902,0.911195286195286
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200,6, low_bits_6, svdn,934,311,311,0.60025706940874,0.19987146529563,0.19987146529563, [0.54787234 0.4787234  0.46774194 0.52688172 0.50537634],0.498392282958199,0.472668810289389,0.794344473007712,1,1,1,0.509433962264151,0.532894736842105,0.499151770936776,0.514792899408284,0.572368421052632,0.474863455809335,0.79874213836478,0.823605706874189,0.794605401207795
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200,6, low_bits_5, svdn,824,274,274,0.600583090379009,0.199708454810496,0.199708454810496, [0.65060241 0.60843373 0.65243902 0.60365854 0.67682927],0.514598540145985,0.562043795620438,0.791545189504373,0.960193003618818,0.966019417475728,0.95995145631068,0.56957928802589,0.642335766423358,0.514598540145985,0.636363636363636,0.673076923076923,0.544165580182529,0.805177111716621,0.838297872340426,0.79021340393633
svm_model_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200,4, lab, svdne,672,224,224,0.6,0.2,0.2, [0.88970588 0.94029851 0.91791045 0.94776119 0.89552239],0.767857142857143,0.78125,0.876785714285714,0.943511450381679,0.919642857142857,0.944940476190476,0.75,0.690265486725664,0.768556166786255,0.794979079497908,0.766129032258065,0.783064516129032,0.874773139745916,0.841186736474694,0.87763175946221
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200,6, low_bits_4, svdn,812,270,270,0.600591715976331,0.199704142011834,0.199704142011834, [0.47560976 0.59259259 0.62345679 0.5617284  0.54938272],0.562962962962963,0.588888888888889,0.577662721893491,0.618303571428571,0.682266009852217,0.578817733990148,0.578571428571429,0.574468085106383,0.562427841002804,0.593406593406593,0.566433566433566,0.590303397390012,0.605935127674258,0.636231884057971,0.576424099128683
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.46551724 0.52413793 0.51724138 0.47241379 0.48958333],0.521551724137931,0.506465517241379,0.808501683501683,0.997237569060773,0.997237569060773,0.997237569060773,0.527659574468085,0.543859649122807,0.521929824561403,0.492239467849224,0.470338983050848,0.507099316086827,0.807935837906289,0.805555555555556,0.808501683501683
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svd,40,130,170, zones, low_bits_4_shifted_2, svd,1868,622,622,0.60025706940874,0.19987146529563,0.19987146529563, [0.84491979 0.84759358 0.81550802 0.86096257 0.82526882],0.84251968503937,0.81496062992126,0.935185185185185,0.963997850617947,0.960385438972163,0.964132762312634,0.855072463768116,0.887218045112782,0.840303237432424,0.808163265306122,0.818181818181818,0.815105946684894,0.935348446683459,0.937710437710438,0.935185185185185
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200,10, low_bits_4, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.70608108 0.72297297 0.74829932 0.74489796 0.78571429],0.707317073170732,0.733924611973392,0.78493265993266,0.824168363883232,0.823609226594301,0.824287652645862,0.66497461928934,0.574561403508772,0.708805365431516,0.695431472081218,0.614349775784753,0.732613484383605,0.773993808049535,0.736531986531986,0.78493265993266
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.79738562 0.79084967 0.82026144 0.81699346 0.80263158],0.752358490566038,0.77122641509434,0.842171717171717,0.885506287227002,0.87565445026178,0.886780104712042,0.746987951807229,0.745192307692308,0.752225783475784,0.771764705882353,0.759259259259259,0.771456552706553,0.840493407060825,0.831649831649832,0.842171717171717
ensemble_model_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200,4, lab, svdne,630,210,210,0.6,0.2,0.2, [0.9047619  0.84920635 0.92063492 0.92857143 0.92063492],0.842857142857143,0.857142857142857,0.911428571428572,0.950331125827814,0.911111111111111,0.952380952380952,0.847926267281106,0.867924528301887,0.842616110304789,0.858490566037736,0.91,0.859545454545455,0.909970958373669,0.9021113243762,0.911358119655018
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.75       0.80333333 0.78666667 0.76333333 0.77516779],0.735763097949886,0.774487471526196,0.859848484848485,0.919508867667121,0.899866488651535,0.921228304405875,0.757322175732218,0.834101382488479,0.736870511064059,0.792452830188679,0.851351351351351,0.773601942956782,0.862453531598513,0.878787878787879,0.859848484848485
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200,8, low_bits_3, svdne,1068,356,356,0.6,0.2,0.2, [0.80841121 0.81308411 0.78971963 0.80373832 0.78301887],0.803370786516854,0.76123595505618,0.829213483146067,0.860093896713615,0.857677902621723,0.860486891385768,0.821428571428572,0.87027027027027,0.800632211158527,0.763231197771588,0.83030303030303,0.765936855465651,0.832599118942731,0.855203619909502,0.829387524240465
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdne,32,168,200,6, low_bits_4_shifted_2, svdne,864,288,288,0.6,0.2,0.2, [0.77586207 0.82758621 0.77906977 0.81976744 0.85465116],0.75,0.680555555555556,0.777777777777778,0.820276497695852,0.824074074074074,0.819444444444444,0.733333333333333,0.717391304347826,0.748695652173913,0.671428571428571,0.591194968553459,0.690946321486032,0.774330042313117,0.753086419753086,0.778090326613533
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170,12, low_bits_6, svdn,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.57627119 0.57344633 0.55932203 0.58522727 0.53409091],0.557377049180328,0.518032786885246,0.60479797979798,0.683068017366136,0.801812004530011,0.62797281993205,0.608695652173913,0.652173913043478,0.551781400966184,0.578796561604584,0.701388888888889,0.527713077984817,0.660643295988435,0.769360269360269,0.60479797979798
ensemble_model_v2_N40_B160_E200_nb_zones_4_lab_svdne,40,160,200, zones, lab, svdne,656,218,218,0.600732600732601,0.1996336996337,0.1996336996337, [0.88636364 0.90909091 0.86363636 0.86153846 0.88461538],0.807339449541284,0.880733944954129,0.92032967032967,0.97151424287856,0.98780487804878,0.971036585365854,0.823529411764706,0.852173913043478,0.804727733220768,0.877358490566038,0.93,0.884491525423729,0.922112802148612,0.948434622467772,0.920483249303103
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,906,302,302,0.6,0.2,0.2, [0.49450549 0.5        0.51648352 0.52777778 0.57222222],0.562913907284768,0.543046357615894,0.805298013245033,0.973626373626374,0.977924944812362,0.973509933774834,0.568627450980392,0.583892617449664,0.563188138790192,0.54,0.536423841059603,0.543046357615894,0.806068601583113,0.811420982735724,0.805314190178958
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200,6, low_bits_4, svdn,854,284,284,0.60056258790436,0.19971870604782,0.19971870604782, [0.65116279 0.51744186 0.52941176 0.63529412 0.52352941],0.566901408450704,0.545774647887324,0.822081575246132,0.998830409356725,1,0.998829039812646,0.532319391634981,0.472972972972973,0.571045310015898,0.490118577075099,0.459259259259259,0.541710166542381,0.815463165572575,0.787323943661972,0.82203275834784
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,962,320,320,0.600499375780275,0.199750312109863,0.199750312109863, [0.56185567 0.5        0.50520833 0.55208333 0.48958333],0.48125,0.496875,0.794631710362047,0.997920997920998,0.997920997920998,0.997920997920998,0.464516129032258,0.436363636363636,0.482697947214076,0.525073746312684,0.517441860465116,0.495207416719045,0.795779019242706,0.78361858190709,0.794870515443341
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdne,32,168,200,6, low_bits_4_shifted_2, svdne,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.78888889 0.73888889 0.82777778 0.84269663 0.81460674],0.701342281879195,0.724832214765101,0.85455764075067,0.949781659388646,0.970982142857143,0.948660714285714,0.724458204334365,0.769736842105263,0.699936914203317,0.755952380952381,0.80379746835443,0.719755877034358,0.862222222222222,0.895778364116095,0.853883732466767
svm_model_N40_B160_E200_nb_zones_6_lab_svd,40,160,200,6, lab, svd,904,301,301,0.600265604249668,0.199867197875166,0.199867197875166, [0.91208791 0.94505495 0.91111111 0.96666667 0.95      ],0.857142857142857,0.81063122923588,0.901726427622842,0.948275862068966,0.973451327433628,0.946902654867256,0.876790830945559,0.916167664670659,0.849874877111449,0.816720257234727,0.900709219858156,0.815979609929078,0.906801007556675,0.947368421052632,0.901298151545082
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200,8, low_bits_2, svdn,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.54878049 0.48780488 0.51219512 0.48360656 0.5204918 ],0.514705882352941,0.558823529411765,0.814397649363369,0.999183673469388,0.99836867862969,0.999184339314845,0.567685589519651,0.646766169154229,0.51661979955296,0.587155963302752,0.595348837209302,0.556741776117605,0.821142048135913,0.845481049562682,0.814152173349949
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.75675676 0.75225225 0.8018018  0.83783784 0.8       ],0.753387533875339,0.780487804878049,0.845612134344529,0.896614821591949,0.884476534296029,0.898014440433213,0.759894459102902,0.738461538461539,0.754288240495137,0.775623268698061,0.765027322404371,0.780363123567777,0.844517184942717,0.830472103004292,0.845761215615931
svm_model_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200,6, low_bits_5, svdne,874,291,291,0.600274725274725,0.199862637362637,0.199862637362637, [0.82386364 0.86363636 0.85632184 0.85057471 0.88505747],0.718213058419244,0.752577319587629,0.84271978021978,0.911452184179457,0.883295194508009,0.914187643020595,0.737179487179487,0.741935483870968,0.716555977229602,0.742857142857143,0.742857142857143,0.752223273415326,0.8408617095205,0.826502732240437,0.842809377169942
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svdn,40,130,170, zones, low_bits_2, svdn,1734,578,578,0.6,0.2,0.2, [0.59482759 0.53735632 0.50867052 0.52890173 0.57514451],0.498442367601246,0.56386292834891,0.863215488215488,0.986191024165708,0.988465974625144,0.986159169550173,0.472131147540984,0.455696202531646,0.497786751572571,0.556962025316456,0.539877300613497,0.564242447775103,0.862229758372192,0.856060606060606,0.863215488215488
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,806,268,268,0.600596125186289,0.199701937406855,0.199701937406855, [0.62962963 0.61728395 0.62345679 0.65625    0.625     ],0.488805970149254,0.537313432835821,0.777198211624441,0.95273631840796,0.950372208436724,0.952853598014888,0.519298245614035,0.544117647058823,0.487967914438503,0.560283687943262,0.576642335766423,0.536412770936647,0.781911013858498,0.792899408284024,0.777080334772642
svm_model_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200,6, low_bits_6, svdne,940,313,313,0.600255427841635,0.199872286079183,0.199872286079183, [0.80319149 0.78723404 0.75       0.78191489 0.7606383 ],0.789137380191693,0.808306709265176,0.787994891443167,0.765375854214123,0.714893617021277,0.780851063829787,0.796296296296296,0.767857142857143,0.790825123152709,0.795918367346939,0.754838709677419,0.807799101674153,0.77807486631016,0.733921815889029,0.788694413765989
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_shifted_2_svdne,32,168,200, zones, low_bits_4_shifted_2, svdne,840,280,280,0.6,0.2,0.2, [0.76190476 0.77380952 0.7797619  0.76190476 0.82142857],0.735714285714286,0.721428571428571,0.855714285714286,0.940758293838863,0.945238095238095,0.94047619047619,0.71969696969697,0.748031496062992,0.736760846070712,0.732876712328767,0.753521126760563,0.720963461931006,0.855714285714286,0.869375907111756,0.85592564694547
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svd,26,174,200, zones, low_bits_2, svd,1788,596,596,0.6,0.2,0.2, [0.7877095  0.75977654 0.75139665 0.74301676 0.79775281],0.806122448979592,0.812925170068027,0.853114478114478,0.866026003391747,0.856823266219239,0.86744966442953,0.786516853932584,0.74468085106383,0.803712974551523,0.809688581314879,0.764705882352941,0.814977054651648,0.84989247311828,0.831649831649832,0.853114478114478
svm_model_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200,10, low_bits_3, svdne,1560,520,520,0.6,0.2,0.2, [0.72115385 0.80448718 0.77564103 0.74038462 0.81089744],0.759803921568627,0.813725490196078,0.796296296296296,0.791386271870794,0.753846153846154,0.801282051282051,0.75,0.703349282296651,0.761222379841793,0.809045226130653,0.809045226130653,0.813613522156236,0.787346221441125,0.754208754208754,0.796296296296296
ensemble_model_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200,10, lab, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.52666667 0.49328859 0.56040268 0.53355705 0.5033557 ],0.524886877828054,0.556561085972851,0.829124579124579,1,1,1,0.524886877828054,0.542056074766355,0.525414002295458,0.566371681415929,0.56140350877193,0.556402688965404,0.829840737636211,0.833333333333333,0.829124579124579
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,1474,491,491,0.600162866449511,0.199918566775244,0.199918566775244, [0.75       0.72972973 0.72108844 0.75170068 0.7414966 ],0.700665188470067,0.694013303769401,0.831649831649832,0.914936369725385,0.926729986431479,0.913839891451832,0.701986754966887,0.726027397260274,0.701375767595654,0.716049382716049,0.75,0.692351598173516,0.835526315789474,0.855218855218855,0.831649831649832
ensemble_model_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200,12, lab, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.49447514 0.49171271 0.49447514 0.50552486 0.50552486],0.487632508833922,0.512367491166078,0.874579124579125,0.991643454038997,0.983425414364641,0.99171270718232,0.508474576271187,0.535714285714286,0.488136863136863,0.54,0.566433566433566,0.511788211788212,0.875313807531381,0.88047138047138,0.874579124579125
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200,6, low_bits_5, svdne,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.85955056 0.83707865 0.81460674 0.78977273 0.81818182],0.705084745762712,0.701694915254237,0.829268292682927,0.912994350282486,0.91196388261851,0.913092550790068,0.749279538904899,0.915492957746479,0.712648439657553,0.736526946107784,0.904411764705882,0.716356825749168,0.839080459770115,0.91123439667129,0.831113887077367
ensemble_model_N40_B160_E200_nb_zones_6_lab_svd,40,160,200,6, lab, svd,966,322,322,0.6,0.2,0.2, [0.87628866 0.86597938 0.80412371 0.86458333 0.828125  ],0.866459627329193,0.84472049689441,0.901863354037267,0.930924548352816,0.906832298136646,0.932712215320911,0.885333333333333,0.932584269662921,0.858653245942572,0.855491329479769,0.891566265060241,0.843219029966018,0.904933814681107,0.909310761789601,0.901654103755592
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200,6, low_bits_6, svdne,908,302,302,0.600529100529101,0.19973544973545,0.19973544973545, [0.8021978  0.82967033 0.8021978  0.8956044  0.80555556],0.778145695364238,0.768211920529801,0.840608465608466,0.881548974943052,0.852422907488987,0.885462555066079,0.797583081570997,0.885906040268456,0.779554327323771,0.774193548387097,0.810810810810811,0.769041769041769,0.841342988808427,0.8508655126498,0.840675857507554
svm_model_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200,6, low_bits_4, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.77419355 0.77717391 0.73913043 0.76630435 0.76630435],0.687296416938111,0.716612377850163,0.775390625,0.825053995680345,0.828633405639913,0.824295010845987,0.68421052631579,0.645962732919255,0.689419722624011,0.696864111498258,0.72463768115942,0.717348426378527,0.772577455504285,0.771052631578947,0.77534590341834
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_3_svdne,40,130,170, zones, low_bits_3, svdne,1890,630,630,0.6,0.2,0.2, [0.87301587 0.83597884 0.83597884 0.80952381 0.83597884],0.744855967078189,0.831275720164609,0.875841750841751,0.900311526479751,0.917460317460317,0.898412698412698,0.776978417266187,0.907563025210084,0.748136351314719,0.846441947565543,0.911290322580645,0.829594741122255,0.880615135572643,0.915824915824916,0.875841750841751
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200,10, low_bits_6, svdn,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.48648649 0.51351351 0.51351351 0.52702703 0.55442177],0.494432071269488,0.530066815144766,0.530723905723906,0.630256690333151,0.780784844384303,0.541948579161028,0.59245960502693,0.767441860465116,0.50551580202743,0.636833046471601,0.790598290598291,0.518554959252634,0.624452677669249,0.78030303030303,0.530723905723906
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200,10, low_bits_5, svdn,1488,496,496,0.6,0.2,0.2, [0.56711409 0.52348993 0.51677852 0.56040268 0.48986486],0.583333333333333,0.592342342342342,0.582491582491582,0.63133097762073,0.720430107526882,0.579301075268817,0.630738522954092,0.763285024154589,0.594722680853666,0.652591170825336,0.717299578059072,0.583287470188956,0.635294117647059,0.727272727272727,0.582491582491582
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.83522727 0.83908046 0.81609195 0.81609195 0.87356322],0.686206896551724,0.655172413793103,0.826446280991735,0.928654970760234,0.910550458715596,0.930045871559633,0.666666666666667,0.640845070422535,0.685287400076133,0.640287769784173,0.593333333333333,0.657380952380952,0.82076813655761,0.792582417582417,0.826539827575739
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170,12, low_bits_4, svdn,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.63081395 0.59883721 0.60174419 0.59883721 0.56432749],0.601823708206687,0.589665653495441,0.851010101010101,0.94919168591224,0.956926658905704,0.948777648428405,0.523636363636364,0.464516129032258,0.59432703003337,0.545454545454545,0.46551724137931,0.597274749721913,0.846354166666666,0.820707070707071,0.851010101010101
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200,4, low_bits_3, svd,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.82758621 0.84210526 0.77192982 0.81578947 0.78947368],0.757894736842105,0.789473684210526,0.821428571428571,0.857627118644068,0.884615384615385,0.853146853146853,0.75,0.784090909090909,0.759692513368984,0.789473684210526,0.824175824175824,0.790875790875791,0.823651452282158,0.853763440860215,0.822158927822305
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svd,40,160,200, zones, lab, svd,810,270,270,0.6,0.2,0.2, [0.88888889 0.88271605 0.89506173 0.91975309 0.85185185],0.837037037037037,0.82962962962963,0.894814814814815,0.935643564356436,0.933333333333333,0.935802469135802,0.838235294117647,0.808510638297872,0.838363846280719,0.824427480916031,0.818181818181818,0.829380764163373,0.894187779433681,0.884955752212389,0.894858828487147
ensemble_model_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200,6, low_bits_4, svdne,842,280,280,0.600570613409415,0.199714693295292,0.199714693295292, [0.82352941 0.75595238 0.81547619 0.7797619  0.81547619],0.696428571428571,0.717857142857143,0.831669044222539,0.916083916083916,0.933491686460808,0.914489311163896,0.717607973421927,0.744827586206897,0.69463601532567,0.735785953177258,0.758620689655172,0.716347381864623,0.838134430727023,0.859353023909986,0.831268407758177
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,952,317,317,0.600252206809584,0.199873896595208,0.199873896595208, [0.84895833 0.85789474 0.83684211 0.81578947 0.86842105],0.757097791798107,0.757097791798107,0.877679697351828,0.958847736625514,0.978991596638655,0.957983193277311,0.761609907120743,0.76875,0.756986464968153,0.740740740740741,0.802919708029197,0.76257096512571,0.878140703517588,0.904269081500647,0.878333802742943
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200,4, low_bits_3, svd,562,187,187,0.60042735042735,0.199786324786325,0.199786324786325, [0.84210526 0.77678571 0.82142857 0.875      0.88392857],0.764705882352941,0.796791443850267,0.873931623931624,0.9375,0.96085409252669,0.93594306049822,0.805309734513274,0.842592592592593,0.750410220346929,0.817307692307692,0.86734693877551,0.793224031185508,0.883168316831683,0.915811088295688,0.872159441697955
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200,10, low_bits_3, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.76013514 0.77702703 0.83108108 0.80743243 0.81632653],0.7728285077951,0.806236080178174,0.810185185185185,0.832266325224072,0.87956698240866,0.822733423545331,0.773333333333333,0.790909090909091,0.773183803096467,0.822810590631364,0.882096069868996,0.804684398570861,0.819816220535357,0.863636363636364,0.810185185185185
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200,10, low_bits_3, svdne,1368,456,456,0.6,0.2,0.2, [0.78467153 0.81751825 0.74817518 0.7189781  0.76102941],0.758771929824561,0.798245614035088,0.819736842105263,0.848879248011569,0.858187134502924,0.847222222222222,0.765957446808511,0.810810810810811,0.76010626010626,0.808333333333333,0.811715481171548,0.797562809710198,0.823831975996571,0.839301310043668,0.819650655021834
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svd,32,168,200,8, low_bits_4_shifted_2, svd,1358,452,452,0.600353669319186,0.199823165340407,0.199823165340407, [0.8125     0.8125     0.8125     0.83088235 0.81481481],0.714601769911504,0.685840707964602,0.815207780725022,0.893401015228426,0.907216494845361,0.891752577319588,0.738336713995943,0.755186721991701,0.711716583744666,0.685840707964602,0.714285714285714,0.68693009118541,0.82013769363167,0.838170624450308,0.815085312225154
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,1266,422,422,0.6,0.2,0.2, [0.52755906 0.53149606 0.51181102 0.5        0.48015873],0.52132701421801,0.530805687203791,0.803317535545024,0.988142292490119,0.987361769352291,0.988151658767772,0.507317073170732,0.507317073170732,0.520939642576149,0.514705882352941,0.504807692307692,0.530441229331416,0.800768122899664,0.797323135755258,0.803266831035524
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,554,184,184,0.600867678958785,0.199566160520607,0.199566160520607, [0.875      0.86607143 0.89090909 0.9        0.90909091],0.701086956521739,0.668478260869565,0.870932754880694,0.994575045207957,0.992779783393502,0.994584837545126,0.689265536723164,0.575471698113208,0.72363328495404,0.585034013605442,0.488636363636364,0.660984848484849,0.864310148232611,0.804670912951168,0.872401975322591
ensemble_model_v2_N32_B168_E200_nb_zones_6_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,894,298,298,0.6,0.2,0.2, [0.72777778 0.74444444 0.76966292 0.7247191  0.74719101],0.711409395973154,0.748322147651007,0.86241610738255,0.951754385964912,0.970917225950783,0.950782997762864,0.709459459459459,0.724137931034483,0.71174216813162,0.744027303754266,0.741496598639456,0.748231743028337,0.863424383744171,0.876860622462787,0.862531509633524
svm_model_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200,6, lab, svdn,800,266,266,0.600600600600601,0.1996996996997,0.1996996996997, [0.50625 0.49375 0.55    0.5     0.54375],0.545112781954887,0.466165413533835,0.563813813813814,0.649779735682819,0.7375,0.6025,0.592592592592593,0.67175572519084,0.546988973706531,0.517006802721088,0.571428571428571,0.466165413533835,0.612408272181454,0.691265060240964,0.564195404371979
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170,12, low_bits_5, svdn,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.53763441 0.54569892 0.51344086 0.51351351 0.51081081],0.569230769230769,0.576923076923077,0.786195286195286,0.854969574036511,0.908405172413793,0.845905172413793,0.6,0.661417322834646,0.571310165176721,0.612676056338028,0.654135338345865,0.575099165235925,0.799684542586751,0.853535353535353,0.786195286195286
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdn,40,130,170,12, low_bits_4_shifted_2, svdn,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.61797753 0.58707865 0.57865169 0.61235955 0.62078652],0.573825503355705,0.563758389261745,0.599747474747475,0.61742006615215,0.629213483146067,0.610112359550562,0.566552901023891,0.572413793103448,0.573788595898129,0.598765432098765,0.633986928104575,0.561821050259184,0.608802961744138,0.622895622895623,0.599747474747475
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200,8, low_bits_5, svd,1134,378,378,0.6,0.2,0.2, [0.81578947 0.78070175 0.81858407 0.83185841 0.79646018],0.783068783068783,0.73015873015873,0.802116402116402,0.826642335766423,0.798941798941799,0.832451499118166,0.798029556650246,0.822335025380711,0.781333258546709,0.745,0.768041237113402,0.729129314208875,0.803364879074658,0.797494780793319,0.802180866791509
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200,10, low_bits_4, svdn,1364,454,454,0.600352112676056,0.199823943661972,0.199823943661972, [0.55839416 0.47445255 0.50735294 0.52573529 0.59926471],0.513215859030837,0.515418502202643,0.599031690140845,0.679399727148704,0.730205278592375,0.655425219941349,0.565815324165029,0.620689655172414,0.510795278036657,0.575289575289575,0.665178571428571,0.517371894409938,0.63457681508223,0.695079086115993,0.598862294380748
svm_model_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170,12, low_bits_2, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.85714286 0.81142857 0.84285714 0.79142857 0.79310345],0.777070063694268,0.777070063694268,0.829545454545455,0.850197851893725,0.860411899313501,0.848398169336384,0.808743169398907,0.967320261437908,0.781796776681687,0.82051282051282,0.993788819875776,0.771404213859457,0.839603960396039,0.892255892255892,0.829545454545455
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200,8, low_bits_6, svd,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.85087719 0.86725664 0.83185841 0.86283186 0.84070796],0.771883289124668,0.758620689655172,0.830858960763521,0.873665480427046,0.867491166077738,0.874558303886926,0.765027322404371,0.786516853932584,0.772655411890915,0.737752161383285,0.677248677248677,0.758837104581785,0.826347305389221,0.813504823151125,0.830676860683642
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200,4, low_bits_3, svdn,682,227,227,0.600352112676056,0.199823943661972,0.199823943661972, [0.69565217 0.66176471 0.74264706 0.58823529 0.66911765],0.54625550660793,0.590308370044053,0.639084507042254,0.696883852691218,0.721407624633431,0.686217008797654,0.569037656903766,0.612612612612613,0.547685616651134,0.597402597402598,0.616071428571429,0.590644409937888,0.651360544217687,0.679078014184397,0.639364181917373
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170,12, low_bits_6, svdn,1800,600,600,0.6,0.2,0.2, [0.63333333 0.575      0.54166667 0.56388889 0.58333333],0.527777777777778,0.53125,0.882575757575757,0.995535714285714,0.991111111111111,0.995555555555555,0.597633136094675,0.677852348993289,0.522379411906716,0.594594594594595,0.712230215827338,0.537323161604944,0.886723507917174,0.919191919191919,0.882575757575758
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svdn,32,168,200, zones, lab, svdn,1538,512,512,0.600312256049961,0.19984387197502,0.19984387197502, [0.52597403 0.4512987  0.49675325 0.50324675 0.47385621],0.577565632458234,0.539379474940334,0.841750841750842,0.996088657105606,0.993498049414824,0.996098829648895,0.560794044665012,0.54066985645933,0.577477785372522,0.521091811414392,0.5,0.539473684210526,0.839316239316239,0.826599326599327,0.841750841750842
svm_model_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200,8, low_bits_2, svdne,1234,411,411,0.600194552529183,0.199902723735409,0.199902723735409, [0.79435484 0.84274194 0.82520325 0.79674797 0.83333333],0.75669099756691,0.75669099756691,0.802529182879377,0.833602584814217,0.836304700162075,0.833063209076175,0.75609756097561,0.727699530516432,0.75778915919761,0.744897959183673,0.701923076923077,0.757365479348238,0.800980392156863,0.787090558766859,0.802680839304844
ensemble_model_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200,6, lab, svdn,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.52808989 0.54494382 0.53370787 0.45454545 0.5       ],0.471186440677966,0.501694915254237,0.794715447154471,1,1,1,0.476510067114094,0.510791366906475,0.473344401401955,0.511627906976744,0.546099290780142,0.503569125909551,0.795959595959596,0.817427385892116,0.79516787621299
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200,4, low_bits_3, svdn,610,203,203,0.600393700787402,0.199803149606299,0.199803149606299, [0.48360656 0.53278689 0.44262295 0.59836066 0.5       ],0.443349753694581,0.58128078817734,0.80511811023622,1,1,1,0.402116402116402,0.358490566037736,0.44728652013227,0.585365853658537,0.560747663551402,0.582457165109034,0.802788844621514,0.777992277992278,0.805662805662806
svm_model_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200,12, low_bits_2, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.74863388 0.74450549 0.74725275 0.78571429 0.77197802],0.84115523465704,0.830324909747292,0.78493265993266,0.76054732041049,0.732162458836443,0.769484083424808,0.845070422535211,0.882352941176471,0.841885690446391,0.840677966101695,0.879432624113475,0.829422194409679,0.780968709815688,0.766835016835017,0.78493265993266
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200,8, low_bits_4, svd,1124,374,374,0.60042735042735,0.199786324786325,0.199786324786325, [0.77876106 0.73451327 0.75       0.74553571 0.74107143],0.697860962566845,0.697860962566845,0.797542735042735,0.871966527196653,0.927046263345196,0.863879003558719,0.737819025522042,0.888268156424581,0.705672539750752,0.73536299765808,0.85792349726776,0.701213057534403,0.815392109108621,0.905844155844156,0.798913639103512
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200,10, low_bits_6, svdn,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.49342105 0.5        0.55592105 0.50328947 0.47368421],0.495327102803738,0.488317757009346,0.810606060606061,0.990033222591362,0.980263157894737,0.990131578947368,0.502304147465438,0.516587677725118,0.495621027802651,0.505643340857788,0.516129032258065,0.487922336034246,0.811083123425693,0.813131313131313,0.810606060606061
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,1488,496,496,0.6,0.2,0.2, [0.79865772 0.82214765 0.80536913 0.82214765 0.80405405],0.711711711711712,0.747747747747748,0.83543771043771,0.89790398918188,0.89247311827957,0.898521505376344,0.735537190082644,0.827906976744186,0.715263532040215,0.774193548387097,0.838427947598253,0.744795369147964,0.840992273281822,0.87037037037037,0.83543771043771
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svd,32,168,200,8, low_bits_4_shifted_2, svd,1338,446,446,0.6,0.2,0.2, [0.76119403 0.78358209 0.79850746 0.75373134 0.78571429],0.748878923766816,0.7847533632287,0.839013452914798,0.889214966984593,0.905829596412556,0.887144992526158,0.771428571428571,0.84375,0.748451576576577,0.798319327731092,0.826086956521739,0.78341384863124,0.845856590811507,0.877114870881567,0.838738103914135
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200,10, low_bits_3, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.7972973  0.82312925 0.83673469 0.81972789 0.79251701],0.800884955752212,0.767699115044248,0.842592592592593,0.87864406779661,0.880434782608696,0.878396739130435,0.790697674418605,0.755555555555556,0.800685266764562,0.755244755244755,0.713656387665198,0.76793930494371,0.839760068551842,0.824915824915825,0.842592592592593
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200,10, low_bits_5, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.50320513 0.51282051 0.55448718 0.54516129 0.53548387],0.507317073170732,0.563414634146341,0.837121212121212,0.996129032258064,0.992287917737789,0.996143958868895,0.536697247706422,0.557142857142857,0.506071428571429,0.576832151300236,0.61,0.564523809523809,0.839352428393524,0.851010101010101,0.837121212121212
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200,8, low_bits_5, svd,1252,417,417,0.600191754554171,0.199904122722915,0.199904122722915, [0.81349206 0.792      0.808      0.78       0.82      ],0.750599520383693,0.767386091127098,0.864333652924257,0.932231404958678,0.900958466453674,0.934504792332268,0.769911504424779,0.828571428571429,0.750034506556246,0.778032036613272,0.83743842364532,0.769186501542286,0.865173892329681,0.873917228103946,0.864370266391992
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.55645161 0.52419355 0.58870968 0.4516129  0.56451613],0.563106796116505,0.587378640776699,0.819767441860465,0.982286634460547,0.983870967741936,0.982258064516129,0.579439252336449,0.59047619047619,0.562564827911363,0.568527918781726,0.56,0.586603773584906,0.819767441860465,0.821359223300971,0.819770520741394
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svdn,26,174,200, zones, lab, svdn,1758,586,586,0.6,0.2,0.2, [0.50568182 0.49431818 0.53409091 0.53125    0.5       ],0.475728155339806,0.524271844660194,0.86026936026936,0.986924388857305,0.987485779294653,0.986916951080774,0.46,0.442307692307692,0.47605580693816,0.508361204013378,0.496732026143791,0.524007038712921,0.859202714164546,0.852693602693603,0.86026936026936
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200,8, low_bits_6, svd,1240,413,413,0.600193610842207,0.199903194578896,0.199903194578896, [0.84274194 0.79435484 0.73387097 0.74596774 0.79032258],0.76997578692494,0.803874092009685,0.860116166505324,0.908649959579628,0.906451612903226,0.908870967741935,0.765432098765432,0.741626794258373,0.770323201050755,0.796992481203007,0.791044776119403,0.80354125598423,0.858402743753062,0.850485436893204,0.860088278292162
svm_model_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200,4, low_bits_3, svdne,620,206,206,0.60077519379845,0.199612403100775,0.199612403100775, [0.72580645 0.7983871  0.7016129  0.78225806 0.78225806],0.771844660194175,0.747572815533981,0.790697674418605,0.819722650231125,0.858064516129032,0.811290322580645,0.725146198830409,0.729411764705882,0.765532328633933,0.742574257425743,0.707547169811321,0.74877358490566,0.788649706457926,0.80439121756487,0.791084497671324
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svdn,40,160,200, zones, lab, svdn,896,298,298,0.600536193029491,0.199731903485255,0.199731903485255, [0.47222222 0.5        0.46666667 0.48876404 0.50561798],0.516778523489933,0.483221476510067,0.796246648793566,0.993318485523385,0.995535714285714,0.993303571428572,0.478260869565217,0.448979591836735,0.515880524395188,0.425373134328358,0.41304347826087,0.478396739130435,0.789181692094313,0.776261937244202,0.795904354656357
svm_model_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200,10, lab, svdne,1372,457,457,0.600174978127734,0.199912510936133,0.199912510936133, [0.85869565 0.8540146  0.86131387 0.87226277 0.82481752],0.87527352297593,0.853391684901532,0.862642169728784,0.871447902571042,0.938775510204082,0.861516034985423,0.889320388349514,0.966244725738397,0.871758726505562,0.864097363083164,0.972602739726027,0.858150109358812,0.873692679002413,0.950963222416812,0.862719373446169
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200,8, low_bits_4, svd,1180,393,393,0.600203458799593,0.199898270600203,0.199898270600203, [0.75847458 0.78389831 0.80084746 0.80932203 0.76694915],0.699745547073791,0.681933842239186,0.820956256358087,0.909090909090909,0.923728813559322,0.907627118644068,0.679347826086956,0.714285714285714,0.701179554390564,0.6684350132626,0.636363636363636,0.682284382284382,0.818930041152263,0.826583592938733,0.821068466459396
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200,4, low_bits_3, svdne,510,170,170,0.6,0.2,0.2, [0.85294118 0.85294118 0.84313725 0.85294118 0.90196078],0.788235294117647,0.758823529411765,0.883529411764706,0.958015267175572,0.984313725490196,0.956862745098039,0.790697674418605,0.860759493670886,0.793017109472806,0.770949720670391,0.831325301204819,0.760490236809306,0.886857142857143,0.930455635491607,0.884396408969822
svm_model_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200,6, lab, svdne,914,304,304,0.600525624178712,0.199737187910644,0.199737187910644, [0.86413043 0.875      0.84065934 0.80769231 0.86813187],0.855263157894737,0.8125,0.867279894875164,0.891747052518757,0.910284463894967,0.889496717724289,0.857142857142857,0.851612903225806,0.855336652955185,0.802768166089965,0.773333333333333,0.811991341991342,0.86797385620915,0.871391076115486,0.867274485426164
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,582,194,194,0.6,0.2,0.2, [0.77118644 0.79310345 0.81034483 0.82758621 0.79310345],0.804123711340206,0.798969072164948,0.864948453608247,0.910596026490066,0.945017182130584,0.907216494845361,0.786516853932584,0.736842105263158,0.802764486975013,0.797927461139896,0.747572815533981,0.802357836338419,0.865641025641026,0.862985685071575,0.864964776007721
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.85714286 0.85267857 0.78125    0.80357143 0.82589286],0.750670241286863,0.804289544235925,0.87406216505895,0.936870997255261,0.914285714285714,0.938392857142857,0.769230769230769,0.851648351648352,0.753049306714228,0.808398950131233,0.865168539325843,0.806943244021896,0.87480021310602,0.892391304347826,0.874314045408585
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,1214,404,404,0.600395647873393,0.199802176063304,0.199802176063304, [0.82377049 0.81967213 0.83884298 0.80578512 0.83471074],0.772277227722772,0.75990099009901,0.866963402571711,0.934102141680395,0.934102141680395,0.934102141680395,0.784037558685446,0.814634146341463,0.771638681210933,0.759305210918114,0.780612244897959,0.760498430141287,0.868330885952031,0.879960317460317,0.867001854982624
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200,8, low_bits_2, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.74347826 0.74122807 0.75       0.76315789 0.70614035],0.807894736842105,0.807894736842105,0.840694006309148,0.870140612076096,0.921190893169877,0.862521891418564,0.819753086419753,0.873684210526316,0.807894736842105,0.811369509043928,0.844086021505376,0.808640948897018,0.848575712143928,0.896515311510032,0.840927812823079
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svd,32,168,200, zones, low_bits_4_shifted_2, svd,1172,390,390,0.600409836065574,0.199795081967213,0.199795081967213, [0.80932203 0.7991453  0.79059829 0.77350427 0.7991453 ],0.72051282051282,0.748717948717949,0.848360655737705,0.924255319148936,0.926621160409556,0.924061433447099,0.733496332518337,0.785340314136126,0.721815885711279,0.768867924528302,0.823232323232323,0.747553661616161,0.852589641434263,0.877948717948718,0.848390940345904
ensemble_model_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200,10, lab, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.85862069 0.87241379 0.87847222 0.87152778 0.86111111],0.86480686695279,0.873390557939914,0.887205387205387,0.904199475065617,0.954293628808864,0.898891966759003,0.875739644970414,0.925,0.862942477876106,0.879345603271984,0.951327433628319,0.875663716814159,0.893650793650794,0.947811447811448,0.887205387205387
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.80165289 0.77083333 0.7875     0.74166667 0.725     ],0.64,0.65,0.845654345654346,0.978973927670311,0.968386023294509,0.979201331114809,0.715415019762846,0.900497512437811,0.638690967274182,0.716599190283401,0.921875,0.660456730769231,0.858839652809502,0.945674044265594,0.846348926894702
ensemble_model_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200,6, lab, svdne,972,324,324,0.6,0.2,0.2, [0.90306122 0.86597938 0.89690722 0.90206186 0.93298969],0.839506172839506,0.830246913580247,0.916666666666667,0.97071129707113,0.954732510288066,0.97119341563786,0.852272727272727,0.925925925925926,0.839506172839506,0.849315068493151,0.939393939393939,0.828187535734706,0.919306634787806,0.945879458794588,0.916558068926414
svm_model_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200,12, lab, svdne,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.88483146 0.90449438 0.91011236 0.89325843 0.9180791 ],0.725752508361204,0.749163879598662,0.869528619528619,0.915329275041505,0.930258717660292,0.913948256467941,0.754491017964072,0.9,0.736163522012579,0.792243767313019,0.89937106918239,0.738971248876909,0.876099120703437,0.922558922558923,0.869528619528619
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200,6, low_bits_3, svd,1014,338,338,0.6,0.2,0.2, [0.79901961 0.82352941 0.82178218 0.83663366 0.7970297 ],0.781065088757396,0.813609467455621,0.831360946745562,0.852882703777336,0.846153846153846,0.854043392504931,0.798913043478261,0.854651162790698,0.779735219949566,0.831099195710456,0.895953757225434,0.81161324224908,0.836863194046938,0.857981220657277,0.83113858168902
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.83108108 0.84013605 0.84353741 0.80612245 0.74489796],0.701327433628319,0.72787610619469,0.819444444444444,0.885465505693235,0.898097826086956,0.88383152173913,0.693877551020408,0.683035714285714,0.701166979949875,0.707838479809976,0.653508771929825,0.728540100250626,0.817834394904459,0.810606060606061,0.819444444444444
ensemble_model_v2_N40_B160_E200_nb_zones_6_lab_svdne,40,160,200, zones, lab, svdne,918,306,306,0.6,0.2,0.2, [0.89130435 0.86956522 0.91847826 0.89130435 0.87362637],0.813725490196078,0.836601307189543,0.918954248366013,0.981700753498385,0.993464052287582,0.981481481481482,0.805460750853242,0.766233766233766,0.814037935748462,0.842767295597484,0.812121212121212,0.838684719535783,0.91948051948052,0.910025706940874,0.919108598151288
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200,10, low_bits_4, svdn,1416,472,472,0.6,0.2,0.2, [0.53521127 0.53169014 0.5915493  0.57446809 0.59219858],0.542372881355932,0.49364406779661,0.8,0.987865810135618,0.977401129943503,0.987994350282486,0.548117154811715,0.562231759656652,0.542622155978954,0.501043841336117,0.5,0.493534482758621,0.799830364715861,0.798475867908552,0.800001292732902
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,1436,478,478,0.600334448160535,0.199832775919732,0.199832775919732, [0.49305556 0.48958333 0.48611111 0.45454545 0.52797203],0.557446808510638,0.508510638297872,0.809343434343434,0.990182328190743,0.983286908077994,0.99025069637883,0.543859649122807,0.541484716157205,0.557049412020511,0.505353319057816,0.489626556016597,0.50900541774629,0.807151979565773,0.797979797979798,0.809343434343434
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200,12, low_bits_3, svd,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.75714286 0.78571429 0.79310345 0.80172414 0.80172414],0.775316455696203,0.781645569620253,0.798400673400673,0.803478260869565,0.794724770642202,0.805619266055046,0.8,0.845238095238095,0.770592020592021,0.785046728971963,0.851351351351351,0.785794723294723,0.800499791753436,0.808922558922559,0.798400673400673
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.82231405 0.84297521 0.79752066 0.81404959 0.79338843],0.719602977667494,0.71712158808933,0.844742063492063,0.929159802306425,0.932231404958678,0.928925619834711,0.744920993227991,0.793269230769231,0.717147435897436,0.734883720930233,0.752380952380952,0.715568714532445,0.850023957834212,0.867057673509286,0.844404969685157
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200,6, low_bits_3, svd,886,295,295,0.600271002710027,0.199864498644986,0.199864498644986, [0.81460674 0.80898876 0.76404494 0.8125     0.81818182],0.735593220338983,0.76271186440678,0.813008130081301,0.852534562211982,0.835214446952596,0.855530474040632,0.69047619047619,0.604166666666667,0.732546909492274,0.755244755244755,0.71523178807947,0.763865894039735,0.803698435277383,0.765582655826558,0.813008130081301
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200,8, low_bits_6, svdn,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.50446429 0.55855856 0.56306306 0.53153153 0.53153153],0.443243243243243,0.486486486486487,0.786177105831533,1,1,1,0.463541666666667,0.473404255319149,0.44274608370353,0.527363184079602,0.538071065989848,0.482908365364866,0.791359325605901,0.798087141339001,0.785981002063573
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200,8, low_bits_5, svdn,1176,392,392,0.6,0.2,0.2, [0.56355932 0.55932203 0.58050847 0.61111111 0.53418803],0.607142857142857,0.553571428571429,0.575510204081633,0.659905341446924,0.829931972789116,0.572278911564626,0.673728813559322,0.775609756097561,0.599034824572845,0.625267665952891,0.719211822660099,0.547436599160737,0.655913978494624,0.796184738955823,0.571847556199903
ensemble_model_v2_N32_B168_E200_nb_zones_10_lab_svdne,32,168,200, zones, lab, svdne,1522,507,507,0.600157728706625,0.199921135646688,0.199921135646688, [0.88562092 0.91776316 0.88815789 0.88157895 0.90131579],0.810304449648712,0.838407494145199,0.903619528619529,0.948399738732854,0.954007884362681,0.948094612352168,0.836363636363636,0.945205479452055,0.806737355110643,0.852248394004283,0.956730769230769,0.841379083245521,0.908142799839551,0.952861952861953,0.903619528619528
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,1606,535,535,0.600149476831091,0.199925261584454,0.199925261584454, [0.55590062 0.54347826 0.51863354 0.5375     0.5125    ],0.524675324675325,0.527272727272727,0.827861952861953,0.972116603295311,0.955168119551681,0.972602739726027,0.548148148148148,0.578125,0.524813795336788,0.551724137931034,0.580310880829016,0.527134607081174,0.828798660527417,0.833333333333333,0.827861952861953
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170,12, low_bits_2, svdne,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.79834254 0.81491713 0.79834254 0.8121547  0.80277778],0.823943661971831,0.838028169014084,0.848484848484848,0.860021208907741,0.89712389380531,0.853982300884956,0.807692307692308,0.729166666666667,0.825297619047619,0.828358208955224,0.792857142857143,0.837400793650794,0.850869925434963,0.864478114478115,0.848484848484849
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdn,32,168,200,8, low_bits_4_shifted_2, svdn,1276,425,425,0.600188146754469,0.199905926622766,0.199905926622766, [0.640625   0.67578125 0.640625   0.66535433 0.65748031],0.682352941176471,0.661176470588235,0.673565380997178,0.695524578136464,0.74294670846395,0.674764890282132,0.673123486682809,0.665071770334928,0.682072922204501,0.665116279069768,0.662037037037037,0.661162059188375,0.685403445149592,0.711194731890875,0.673565380997178
svm_model_N40_B160_E200_nb_zones_8_lab_svd,40,160,200,8, lab, svd,1034,344,344,0.600464576074332,0.199767711962834,0.199767711962834, [0.8125     0.87980769 0.82524272 0.86407767 0.83009709],0.880813953488372,0.857558139534884,0.885598141695703,0.895609756097561,0.887814313346228,0.896518375241779,0.86984126984127,0.845679012345679,0.878883462216796,0.851963746223565,0.819767441860465,0.857558139534884,0.882106523040096,0.866039952996475,0.885373593030958
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200,8, low_bits_4, svdn,1250,416,416,0.600384245917387,0.199807877041306,0.199807877041306, [0.608 0.592 0.604 0.592 0.564],0.524038461538462,0.545673076923077,0.569164265129683,0.670542635658915,0.8304,0.592,0.617760617760618,0.76555023923445,0.522871737974713,0.655737704918033,0.849056603773585,0.539724380318165,0.65697896749522,0.821223709369025,0.56794776202042
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.79545455 0.84659091 0.76704545 0.82386364 0.80113636],0.744027303754266,0.795221843003413,0.860845839017735,0.920962199312715,0.913636363636364,0.921590909090909,0.758842443729904,0.791946308724832,0.743195376584638,0.802631578947369,0.841379310344828,0.795689655172414,0.862903225806451,0.874659400544959,0.860826968032042
ensemble_model_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200,12, lab, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.88674033 0.86944444 0.89444444 0.91388889 0.88611111],0.78397212543554,0.773519163763066,0.877525252525252,0.910186199342826,0.922308546059933,0.908990011098779,0.812121212121212,0.917808219178082,0.781599145050034,0.789644012944984,0.865248226950354,0.775089866899835,0.881947261663286,0.914983164983165,0.877525252525253
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svdn,40,130,170, zones, low_bits_4, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.61142857 0.61142857 0.60285714 0.61428571 0.59482759],0.560509554140127,0.535031847133758,0.823232323232323,0.921478060046189,0.91304347826087,0.922196796338673,0.576687116564417,0.594936708860759,0.560288867250893,0.54375,0.557692307692308,0.535175267770205,0.823380992430614,0.824074074074074,0.823232323232323
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svdn,26,174,200,12, low_bits_2, svdn,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.48670213 0.46276596 0.52659574 0.50265957 0.51329787],0.467741935483871,0.564516129032258,0.898989898989899,1,1,1,0.514705882352941,0.551181102362205,0.465673195809201,0.597014925373134,0.661157024793388,0.566798984837639,0.900826446280992,0.917508417508418,0.898989898989899
svm_model_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200,10, low_bits_6, svdne,1566,522,522,0.6,0.2,0.2, [0.78343949 0.76433121 0.79299363 0.75641026 0.74679487],0.869135802469136,0.859259259259259,0.811447811447811,0.786616161616162,0.795657726692209,0.784163473818646,0.867167919799499,0.848039215686275,0.869293239683933,0.860635696821516,0.875621890547264,0.859379572724612,0.812709030100334,0.818181818181818,0.811447811447811
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdn,40,130,170,12, low_bits_4_shifted_2, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.58196721 0.57692308 0.58791209 0.58791209 0.62362637],0.631768953068592,0.671480144404332,0.895622895622896,0.970124932102118,0.980241492864984,0.969813391877058,0.604651162790698,0.565217391304348,0.631529558961526,0.643137254901961,0.589928057553957,0.671775622979877,0.8946474086661,0.886363636363636,0.895622895622895
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svdn,40,130,170, zones, low_bits_6, svdn,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.5326087  0.55464481 0.53825137 0.57103825 0.57103825],0.5,0.577205882352941,0.877104377104377,0.977484898407468,0.971615720524018,0.977620087336245,0.531034482758621,0.592307692307692,0.503900325027086,0.607508532423208,0.626760563380282,0.574918743228602,0.878535773710482,0.888888888888889,0.877104377104377
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170,12, low_bits_5, svdn,1842,614,614,0.6,0.2,0.2, [0.62162162 0.58967391 0.52717391 0.51902174 0.58423913],0.573033707865169,0.558052434456929,0.896464646464647,0.992341356673961,0.984799131378936,0.992399565689468,0.61744966442953,0.736,0.582788732394366,0.61437908496732,0.661971830985916,0.550985915492958,0.898848684210526,0.92003367003367,0.896464646464646
svm_model_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200,10, low_bits_5, svdne,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.80769231 0.74475524 0.81118881 0.79929577 0.83450704],0.730526315789474,0.747368421052632,0.808501683501683,0.850108616944243,0.82328190743338,0.854838709677419,0.715555555555556,0.696969696969697,0.729632389468455,0.73568281938326,0.684426229508197,0.749139521680505,0.800875273522976,0.77020202020202,0.808501683501683
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200,8, low_bits_6, svdn,1206,402,402,0.6,0.2,0.2, [0.51652893 0.50826446 0.54132231 0.5625     0.48333333],0.512437810945274,0.497512437810945,0.801492537313433,0.999170124481328,0.998341625207297,0.999170812603648,0.514851485148515,0.527918781725888,0.512739878667822,0.509708737864078,0.51980198019802,0.49740099009901,0.80257298367145,0.80938123752495,0.801516015587872
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200,8, low_bits_5, svdn,1218,406,406,0.6,0.2,0.2, [0.52868852 0.56557377 0.58606557 0.57786885 0.56198347],0.549261083743842,0.566502463054187,0.822167487684729,0.998355263157895,0.99671592775041,0.998357963875205,0.53904282115869,0.50952380952381,0.550680272108844,0.536842105263158,0.51,0.565679611650485,0.818866031108881,0.800785083415113,0.822252086712502
ensemble_model_N40_B160_E200_nb_zones_8_lab_svd,40,160,200,8, lab, svd,1208,402,402,0.600397614314115,0.199801192842942,0.199801192842942, [0.87190083 0.8677686  0.89256198 0.8553719  0.85416667],0.888059701492537,0.91044776119403,0.89910536779324,0.901453957996769,0.923841059602649,0.899006622516556,0.896073903002309,0.989795918367347,0.890529027144839,0.923076923076923,0.986301369863014,0.902986750505277,0.905095839177186,0.949950932286555,0.898439715891515
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200,10, low_bits_3, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.52960526 0.49671053 0.58881579 0.54966887 0.51324503],0.527906976744186,0.548837209302326,0.563973063973064,0.60482374768089,0.645118733509235,0.578496042216359,0.522352941176471,0.5311004784689,0.527993678148477,0.546728971962617,0.529411764705882,0.549394877568252,0.580566801619433,0.603535353535353,0.563973063973064
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200,6, low_bits_3, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.58888889 0.52808989 0.56741573 0.56741573 0.6011236 ],0.572390572390572,0.609427609427609,0.593539703903095,0.510176390773406,0.42152466367713,0.595291479820628,0.481632653061225,0.364197530864198,0.59320987654321,0.495652173913043,0.393103448275862,0.604446460980036,0.501650165016502,0.403718459495352,0.596129352530759
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200,10, low_bits_2, svd,1566,522,522,0.6,0.2,0.2, [0.80254777 0.81528662 0.78343949 0.8525641  0.78205128],0.728395061728395,0.706172839506173,0.778619528619529,0.813324952859836,0.826309067688378,0.810344827586207,0.720812182741117,0.685990338164251,0.729358805445762,0.713253012048193,0.747474747474748,0.707070707070707,0.780833333333333,0.788720538720539,0.778619528619528
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdn,32,168,200,8, low_bits_4_shifted_2, svdn,1218,406,406,0.6,0.2,0.2, [0.67622951 0.60245902 0.64754098 0.64754098 0.68181818],0.66256157635468,0.692118226600985,0.80935960591133,0.90023942537909,0.926108374384236,0.897372742200328,0.701525054466231,0.766666666666667,0.658843537414966,0.727668845315904,0.830845771144279,0.693471666059944,0.821741133118378,0.874509803921569,0.809037080178606
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200,8, low_bits_4, svdn,1144,381,381,0.600209863588667,0.199895068205666,0.199895068205666, [0.52608696 0.48695652 0.52192982 0.46929825 0.53070175],0.548556430446194,0.556430446194226,0.82109129066107,1,1,1,0.537634408602151,0.523560209424084,0.5486222099752,0.567774936061381,0.603260869565217,0.557975612447583,0.821185107498689,0.826821541710665,0.821127142075353
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,1560,520,520,0.6,0.2,0.2, [0.51282051 0.53205128 0.53205128 0.54487179 0.50320513],0.495098039215686,0.507352941176471,0.822390572390572,0.990328820116054,0.984615384615385,0.990384615384616,0.504807692307692,0.51219512195122,0.495013817133245,0.506142506142506,0.507389162561576,0.507353117866154,0.822240943555181,0.821548821548821,0.822390572390572
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200,12, low_bits_3, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.78370787 0.80337079 0.74719101 0.76966292 0.81920904],0.752508361204013,0.752508361204013,0.83543771043771,0.866849315068493,0.889763779527559,0.863329583802025,0.737588652482269,0.727272727272727,0.751456876456877,0.754966887417219,0.730769230769231,0.753496503496503,0.83769198837692,0.849326599326599,0.83543771043771
svm_model_N32_B168_E200_nb_zones_12_lab_svd,32,168,200,12, lab, svd,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.90217391 0.86612022 0.85245902 0.83879781 0.86885246],0.746323529411765,0.772058823529412,0.911616161616161,0.956901254773595,0.957423580786026,0.956877729257642,0.757894736842105,0.805970149253731,0.74718797317759,0.78169014084507,0.804347826086956,0.771576898118105,0.912572855953372,0.922558922558923,0.911616161616161
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_2_svdne,40,130,170, zones, low_bits_2, svdne,1668,556,556,0.6,0.2,0.2, [0.84131737 0.79341317 0.85628743 0.83233533 0.8373494 ],0.807909604519774,0.790960451977401,0.859427609427609,0.888888888888889,0.920863309352518,0.884892086330935,0.805714285714286,0.810344827586207,0.807950191570881,0.797814207650273,0.811111111111111,0.790613026819923,0.863338788870704,0.888047138047138,0.859427609427609
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200,6, low_bits_3, svdn,866,288,288,0.600554785020804,0.199722607489598,0.199722607489598, [0.67816092 0.5862069  0.59770115 0.61627907 0.63953488],0.559027777777778,0.600694444444444,0.807212205270458,0.958997722095672,0.972286374133949,0.958429561200924,0.49802371541502,0.466666666666667,0.55359477124183,0.572490706319703,0.531034482758621,0.601181577043646,0.801428571428571,0.786816269284712,0.806988381555936
ensemble_model_v2_N26_B174_E200_nb_zones_12_lab_svdne,26,174,200, zones, lab, svdne,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.84971098 0.89884393 0.86416185 0.85549133 0.84393064],0.879256965944273,0.839009287925697,0.88973063973064,0.903878583473862,0.929479768786127,0.901156069364161,0.881458966565349,0.911949685534591,0.879755330572174,0.846153846153846,0.871951219512195,0.838491333026538,0.892886345053148,0.919191919191919,0.88973063973064
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200,10, low_bits_6, svdne,1536,512,512,0.6,0.2,0.2, [0.80194805 0.75324675 0.76298701 0.78104575 0.7745098 ],0.85,0.792857142857143,0.839646464646465,0.850485436893204,0.85546875,0.849609375,0.869565217391304,0.9375,0.84375,0.8,0.887755102040816,0.798788265306122,0.84531059683313,0.876262626262626,0.839646464646465
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svd,40,160,200, zones, lab, svd,1254,418,418,0.6,0.2,0.2, [0.88095238 0.87301587 0.884      0.868      0.924     ],0.818181818181818,0.827751196172249,0.899043062200957,0.950118764845606,0.956937799043062,0.949760765550239,0.831858407079646,0.912621359223301,0.819518226781462,0.847457627118644,0.888888888888889,0.822682786413356,0.903520804755373,0.933837429111531,0.898604761067393
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,1114,371,371,0.600215517241379,0.19989224137931,0.19989224137931, [0.45089286 0.51785714 0.55405405 0.51801802 0.53153153],0.490566037735849,0.471698113207547,0.788793103448276,0.9937106918239,0.992818671454219,0.993716337522442,0.50131926121372,0.521978021978022,0.491147741147741,0.505050505050505,0.555555555555556,0.474112856311809,0.792372881355932,0.813928182807399,0.789034528970402
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200,4, low_bits_2, svd,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.8046875  0.84920635 0.81746032 0.8015873  0.84920635],0.766666666666667,0.79047619047619,0.819391634980988,0.850539291217257,0.873417721518987,0.846518987341772,0.760975609756097,0.715596330275229,0.768689254246526,0.768421052631579,0.70873786407767,0.788948371291171,0.818007662835249,0.808712121212121,0.819432396483923
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200,10, low_bits_5, svdne,1530,510,510,0.6,0.2,0.2, [0.75163399 0.77777778 0.78104575 0.7745098  0.77124183],0.763593380614657,0.784869976359338,0.855218855218855,0.897108271687962,0.871895424836601,0.9,0.734042553191489,0.654028436018957,0.76333497272646,0.771929824561403,0.726415094339623,0.78500849503711,0.847922192749779,0.807239057239057,0.855218855218855
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,1052,350,350,0.600456621004566,0.199771689497717,0.199771689497717, [0.52358491 0.54285714 0.56666667 0.6047619  0.57142857],0.531428571428571,0.557142857142857,0.790525114155251,0.954198473282443,0.950570342205323,0.954372623574144,0.583756345177665,0.660919540229885,0.532164315569488,0.617283950617284,0.654450261780105,0.547350917053574,0.801299404439632,0.830527497194164,0.789828208527395
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdn,32,168,200, zones, low_bits_4_shifted_2, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.62916667 0.6375     0.66666667 0.6        0.65966387],0.601503759398496,0.611528822055138,0.811122244488978,0.948402948402948,0.96661101836394,0.947412353923205,0.65359477124183,0.728155339805825,0.597238291664571,0.665226781857451,0.77,0.611130653266332,0.824078394773682,0.878606965174129,0.81064556129544
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170,12, low_bits_4, svdne,1696,565,565,0.600141542816702,0.199929228591649,0.199929228591649, [0.77352941 0.81764706 0.79411765 0.78402367 0.83431953],0.776470588235294,0.794117647058823,0.902356902356902,0.948067632850242,0.925707547169811,0.949292452830189,0.761006289308176,0.742331288343558,0.775120446431666,0.797687861271676,0.779661016949153,0.794738483934699,0.9,0.878787878787879,0.902356902356902
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200,4, low_bits_2, svd,608,202,202,0.600790513833992,0.199604743083004,0.199604743083004, [0.90163934 0.81967213 0.78688525 0.81967213 0.80833333],0.797029702970297,0.787128712871287,0.83201581027668,0.863924050632911,0.898026315789474,0.858552631578947,0.796019900497513,0.792079207920792,0.797029702970297,0.745562130177515,0.684782608695652,0.778754940711463,0.830339321357286,0.837022132796781,0.832103299408099
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.52307692 0.54615385 0.5        0.49230769 0.5       ],0.51270207852194,0.53810623556582,0.805632502308402,0.992260061919505,0.986153846153846,0.992307692307692,0.501182033096927,0.504761904761905,0.512470638479607,0.521531100478469,0.490990990990991,0.539334358054737,0.802625410220347,0.791127541589649,0.80561912134833
svm_model_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170,12, low_bits_6, svdne,1722,574,574,0.6,0.2,0.2, [0.85260116 0.86918605 0.83430233 0.87209302 0.88372093],0.874617737003058,0.892966360856269,0.888047138047138,0.889791183294664,0.89082462253194,0.889663182346109,0.876132930513595,0.895061728395062,0.874803591470258,0.894894894894895,0.903030303030303,0.89287317620651,0.888609715242881,0.893097643097643,0.888047138047138
svm_model_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200,10, low_bits_4, svdne,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.74496644 0.74496644 0.78378378 0.75       0.71621622],0.724215246636771,0.73542600896861,0.753367003367003,0.768300873069174,0.77088948787062,0.767520215633423,0.717241379310345,0.709090909090909,0.724014481094127,0.714975845410628,0.654867256637168,0.736524537409493,0.749358426005133,0.737373737373737,0.753367003367003
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,948,316,316,0.6,0.2,0.2, [0.58421053 0.6        0.55263158 0.57368421 0.60106383],0.575949367088608,0.541139240506329,0.805696202531646,0.970893970893971,0.985232067510548,0.970464135021097,0.625698324022346,0.695652173913043,0.573632538569425,0.582132564841499,0.655844155844156,0.543971460638127,0.815836832633473,0.861850443599493,0.805767193986851
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200,10, low_bits_2, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.75163399 0.81045752 0.78431373 0.81699346 0.78947368],0.799528301886793,0.77122641509434,0.829124579124579,0.85473411154345,0.862565445026178,0.853403141361257,0.769647696476965,0.689320388349515,0.796495056560078,0.745406824146982,0.651376146788991,0.774717199608088,0.822862129144852,0.793771043771044,0.829124579124579
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,634,211,211,0.600378787878788,0.199810606060606,0.199810606060606, [0.8203125  0.84375    0.76984127 0.79365079 0.81746032],0.786729857819905,0.781990521327014,0.871212121212121,0.92822966507177,0.917981072555205,0.929022082018927,0.788732394366197,0.763636363636364,0.787758775877588,0.772277227722772,0.75,0.781542056074766,0.869481765834933,0.853107344632768,0.871315577078289
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svdn,26,174,200, zones, low_bits_2, svdn,1740,580,580,0.6,0.2,0.2, [0.52873563 0.52011494 0.51436782 0.49712644 0.51436782],0.522012578616352,0.512578616352201,0.861952861952862,0.987924094307073,0.98735632183908,0.987931034482758,0.533742331288343,0.54375,0.521875,0.545454545454546,0.588607594936709,0.513053797468354,0.863674147963425,0.874579124579125,0.861952861952862
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200,10, low_bits_3, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.48993289 0.51006711 0.48310811 0.52364865 0.56081081],0.491031390134529,0.540358744394619,0.817340067340067,0.998650472334683,0.997304582210242,0.998652291105121,0.515991471215352,0.533039647577092,0.490264116025989,0.541387024608501,0.552511415525114,0.540572888379297,0.819015846538782,0.826599326599327,0.817340067340067
svm_model_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200,8, low_bits_6, svdne,1232,410,410,0.600389863547758,0.199805068226121,0.199805068226121, [0.77822581 0.7804878  0.7601626  0.76422764 0.7398374 ],0.824390243902439,0.797560975609756,0.798245614035088,0.809137803979366,0.891233766233766,0.789772727272727,0.837837837837838,0.873239436619718,0.822406520340316,0.810933940774487,0.903553299492386,0.801541907962155,0.815178571428571,0.889863547758285,0.798245614035088
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdne,32,168,200,8, low_bits_4_shifted_2, svdne,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.76785714 0.76785714 0.73660714 0.83928571 0.7972973 ],0.682795698924731,0.599462365591398,0.768528464017186,0.851179673321234,0.838998211091234,0.853309481216458,0.721698113207547,0.784615384615385,0.677618426770969,0.612987012987013,0.655555555555556,0.601215277777778,0.774463631606489,0.792291220556745,0.768451644761131
svm_model_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200,6, low_bits_3, svdne,830,276,276,0.600578871201158,0.199710564399421,0.199710564399421, [0.85542169 0.90361446 0.86746988 0.90361446 0.87349398],0.739130434782609,0.713768115942029,0.829956584659913,0.901869158878505,0.930120481927711,0.898795180722891,0.755102040816327,0.816176470588235,0.740231092436975,0.732203389830509,0.771428571428571,0.712920168067227,0.837370242214533,0.875542691751085,0.829956584659913
svm_model_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200,8, low_bits_4, svdne,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.8203125  0.7734375  0.75984252 0.81496063 0.82283465],0.67688679245283,0.613207547169811,0.766258246936852,0.855662472242783,0.907378335949764,0.846938775510204,0.728712871287129,0.825112107623318,0.668774959284296,0.652542372881356,0.743961352657005,0.616220307664908,0.786941580756014,0.858481724461106,0.765733753225814
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,1578,526,526,0.6,0.2,0.2, [0.7721519  0.82278481 0.7721519  0.73734177 0.78980892],0.81453634085213,0.804511278195489,0.867424242424242,0.896244430299173,0.892268694550063,0.896704689480355,0.804232804232804,0.767676767676768,0.814186642544851,0.808823529411765,0.82089552238806,0.804387155133424,0.866355536699194,0.859427609427609,0.867424242424242
svm_model_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200,8, lab, svdn,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.54464286 0.46875    0.53571429 0.52678571 0.54017857],0.517426273458445,0.509383378016086,0.566988210075027,0.631317315658658,0.680357142857143,0.602678571428571,0.573459715639811,0.620512820512821,0.512503601267646,0.565320665083135,0.61340206185567,0.505025053274204,0.605853658536585,0.654373024236038,0.565463502303406
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200,4, low_bits_2, svdn,594,198,198,0.6,0.2,0.2, [0.5        0.525      0.58474576 0.48305085 0.44915254],0.525252525252525,0.444444444444444,0.791919191919192,0.996621621621622,0.993265993265993,0.996632996632997,0.520408163265306,0.525773195876289,0.525262835561907,0.444444444444444,0.45360824742268,0.444625905889558,0.791075050709939,0.794297352342159,0.791938255329396
ensemble_model_N32_B168_E200_nb_zones_12_lab_svd,32,168,200,12, lab, svd,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.89714286 0.85714286 0.87428571 0.86857143 0.90571429],0.789137380191693,0.830670926517572,0.890993265993266,0.921348314606742,0.937142857142857,0.92,0.803571428571429,0.888157894736842,0.791905034324943,0.841791044776119,0.875776397515528,0.829335567178817,0.894328845369237,0.922558922558923,0.890993265993266
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svd,26,174,200, zones, low_bits_3, svd,1818,606,606,0.6,0.2,0.2, [0.80494505 0.74450549 0.79120879 0.77197802 0.82872928],0.777777777777778,0.741935483870968,0.863636363636364,0.895604395604395,0.896589658965897,0.895489548954896,0.75,0.664285714285714,0.778186022610483,0.692307692307692,0.58273381294964,0.74136690647482,0.859252823631625,0.832491582491583,0.863636363636364
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,1506,502,502,0.6,0.2,0.2, [0.77152318 0.76490066 0.76490066 0.73333333 0.78666667],0.728735632183908,0.740229885057471,0.861531986531987,0.934491978609626,0.928286852589641,0.934926958831341,0.716346153846154,0.677272727272727,0.729334038054968,0.729016786570744,0.706976744186046,0.73985200845666,0.8587376556462,0.841750841750842,0.861531986531987
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdn,40,130,170, zones, low_bits_4_shifted_2, svdn,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.57225434 0.58381503 0.58381503 0.62209302 0.61337209],0.593846153846154,0.569230769230769,0.853956228956229,0.956772334293948,0.961761297798378,0.956546929316338,0.620689655172414,0.635294117647059,0.591840607210626,0.585798816568047,0.638709677419355,0.572296015180266,0.856670797191243,0.872895622895623,0.853956228956229
svm_model_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200,8, low_bits_5, svdne,1298,432,432,0.600370027752081,0.199814986123959,0.199814986123959, [0.71153846 0.76538462 0.77692308 0.81153846 0.80232558],0.768518518518518,0.791666666666667,0.814986123959297,0.833597464342314,0.810477657935285,0.838212634822804,0.778761061946903,0.814814814814815,0.768518518518518,0.799107142857143,0.809954751131222,0.791233299736227,0.814986123959297,0.811233885819521,0.815003560010132
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200,4, low_bits_2, svdn,464,154,154,0.601036269430052,0.199481865284974,0.199481865284974, [0.56382979 0.58510638 0.56521739 0.47826087 0.55434783],0.506493506493506,0.512987012987013,0.80440414507772,1,1,1,0.472222222222222,0.447368421052632,0.505735492577598,0.489795918367347,0.461538461538462,0.513663967611336,0.8,0.782383419689119,0.80440414507772
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200,6, low_bits_3, svdne,850,283,283,0.600282485875706,0.199858757062147,0.199858757062147, [0.84117647 0.81764706 0.84705882 0.85882353 0.81764706],0.759717314487632,0.731448763250883,0.841101694915254,0.904368358913813,0.901176470588235,0.904705882352941,0.768707482993197,0.729032258064516,0.762953629032258,0.716417910447761,0.657534246575342,0.733876612338766,0.840312278211498,0.815426997245179,0.841771469637082
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svdn,40,130,170, zones, low_bits_5, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.56424581 0.57541899 0.53651685 0.5252809  0.5       ],0.47972972972973,0.527027027027027,0.852693602693603,0.968888888888889,0.977578475336323,0.968609865470852,0.5,0.534722222222222,0.481176900584795,0.548387096774194,0.55921052631579,0.526133040935672,0.855252274607113,0.87037037037037,0.852693602693603
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200,8, low_bits_6, svdne,1206,402,402,0.6,0.2,0.2, [0.87603306 0.81818182 0.74793388 0.84583333 0.82083333],0.723880597014925,0.761194029850746,0.846766169154229,0.913601368691189,0.885572139303483,0.916252072968491,0.749435665914221,0.783018867924528,0.720456802383317,0.775700934579439,0.834170854271357,0.761913013342575,0.849019607843137,0.854043392504931,0.846700411111903
ensemble_model_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200,10, low_bits_4, svdne,1496,498,498,0.600321027287319,0.19983948635634,0.19983948635634, [0.77       0.76333333 0.77333333 0.75838926 0.72483221],0.693181818181818,0.713636363636364,0.805555555555556,0.865551839464883,0.864973262032085,0.865641711229947,0.712153518123667,0.752252252252252,0.692639887594016,0.734177215189873,0.798165137614679,0.714397884122655,0.810500410172272,0.831649831649832,0.805555555555556
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdne,32,168,200,8, low_bits_4_shifted_2, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.77927928 0.84684685 0.7972973  0.77927928 0.76818182],0.726287262872629,0.712737127371274,0.817984832069339,0.884304932735426,0.889891696750902,0.883574007220217,0.718662952646239,0.697297297297297,0.726366039952996,0.71195652173913,0.700534759358289,0.712904742316507,0.817589576547231,0.81317494600432,0.818000516480421
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.45384615 0.43076923 0.39230769 0.5390625  0.4296875 ],0.516279069767442,0.511627906976744,0.805762081784387,1,1,1,0.474747474747475,0.45631067961165,0.513869625520111,0.516129032258065,0.495575221238938,0.51249349297241,0.80301602262017,0.790352504638219,0.805790777458774
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200,8, low_bits_4, svdne,1258,419,419,0.600190839694657,0.199904580152672,0.199904580152672, [0.79365079 0.75396825 0.80555556 0.82539683 0.784     ],0.696897374701671,0.687350835322196,0.830152671755725,0.924382716049383,0.952305246422894,0.922098569157393,0.744466800804829,0.833333333333333,0.68824027072758,0.725366876310273,0.869346733668342,0.696037003197807,0.843171806167401,0.911428571428572,0.829997268505873
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.81318681 0.81868132 0.84065934 0.86263736 0.84615385],0.785478547854785,0.762376237623762,0.867414248021108,0.928089887640449,0.907692307692308,0.92967032967033,0.792332268370607,0.760736196319018,0.787510955302366,0.766233766233766,0.808219178082192,0.763982200506064,0.866975512905361,0.857329842931937,0.867494708700011
ensemble_model_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200,8, low_bits_5, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.82905983 0.86752137 0.87606838 0.84482759 0.86206897],0.731958762886598,0.716494845360825,0.85221421215242,0.936466492602263,0.922813036020583,0.937392795883362,0.73469387755102,0.742268041237113,0.731958762886598,0.729064039408867,0.774869109947644,0.717383793552502,0.852593733949666,0.857438016528926,0.85223030189896
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170,12, low_bits_6, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.90571429 0.88857143 0.86285714 0.86571429 0.86571429],0.827476038338658,0.824281150159744,0.938131313131313,0.978260869565217,0.977142857142857,0.978285714285714,0.807142857142857,0.733766233766234,0.826002613738463,0.804270462633452,0.710691823899371,0.826125132728906,0.936336076223474,0.90993265993266,0.938131313131313
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.77707006 0.81410256 0.79487179 0.78846154 0.77884615],0.744471744471744,0.744471744471744,0.851430976430976,0.906270200387847,0.897567221510884,0.907170294494238,0.746341463414634,0.80952380952381,0.748798602009611,0.771929824561404,0.807339449541284,0.739648560749478,0.853709075839204,0.867003367003367,0.851430976430976
svm_model_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200,4, low_bits_2, svdne,570,190,190,0.6,0.2,0.2, [0.79824561 0.75438596 0.80701754 0.73684211 0.83333333],0.731578947368421,0.757894736842105,0.791578947368421,0.820603907637655,0.810526315789474,0.822807017543859,0.767123287671233,0.865979381443299,0.728688615452832,0.772277227722772,0.847826086956522,0.760647737355812,0.798780487804878,0.829113924050633,0.791657802361451
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.80701754 0.77631579 0.75       0.81858407 0.80530973],0.78042328042328,0.791005291005291,0.874207188160677,0.932980599647266,0.931338028169014,0.933098591549296,0.801909307875895,0.879581151832461,0.779362768429599,0.814117647058824,0.905759162303665,0.789777976873758,0.879676440849343,0.91578947368421,0.874030617946139
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170,12, low_bits_4, svdne,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.81521739 0.82880435 0.82240437 0.76502732 0.82786885],0.690036900369004,0.712177121771218,0.865319865319865,0.914778856526429,0.924754634678299,0.913849509269357,0.727272727272727,0.842105263157895,0.69279176201373,0.76219512195122,0.905797101449275,0.708537648468999,0.8714859437751,0.913299663299663,0.865319865319865
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,1346,448,448,0.60035682426405,0.199821587867975,0.199821587867975, [0.5        0.50740741 0.54074074 0.51492537 0.49626866],0.497767857142857,0.537946428571429,0.803746654772525,0.99405646359584,0.99405646359584,0.99405646359584,0.49438202247191,0.5,0.49780701754386,0.521939953810624,0.487068965517241,0.539830779054917,0.802158273381295,0.792888888888889,0.803785536655725
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_shifted_2_svdne,32,168,200, zones, low_bits_4_shifted_2, svdne,1146,382,382,0.6,0.2,0.2, [0.84347826 0.85217391 0.8173913  0.76754386 0.84210526],0.712041884816754,0.730366492146597,0.842408376963351,0.922123893805309,0.909249563699825,0.923211169284468,0.752252252252252,0.852040816326531,0.708278472679394,0.764302059496568,0.847715736040609,0.726560570723007,0.850323222277474,0.885093167701863,0.841910990630593
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200,4, low_bits_2, svdne,638,212,212,0.60075329566855,0.199623352165725,0.199623352165725, [0.8515625  0.8125     0.78125    0.8203125  0.80952381],0.773584905660377,0.820754716981132,0.870998116760829,0.920930232558139,0.931034482758621,0.920062695924765,0.771428571428571,0.743119266055046,0.774472254386746,0.817307692307692,0.787037037037037,0.821403133903134,0.871119473189087,0.863805970149254,0.871066483173486
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200,12, low_bits_2, svdne,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.77777778 0.82058824 0.78823529 0.78529412 0.83529412],0.753709198813056,0.750741839762611,0.851010101010101,0.8898055391868,0.887191539365452,0.890129259694477,0.744615384615385,0.711764705882353,0.754085945755548,0.735849056603773,0.70059880239521,0.750299401197605,0.848717948717949,0.835858585858586,0.851010101010101
ensemble_model_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200,8, lab, svdn,1264,421,421,0.600189933523267,0.199905033238367,0.199905033238367, [0.54724409 0.55511811 0.53174603 0.5515873  0.50396825],0.522565320665083,0.465558194774347,0.797720797720798,1,1,1,0.531468531468531,0.584615384615385,0.526820966643975,0.4874715261959,0.490825688073395,0.464624666696796,0.800187617260788,0.816267942583732,0.797860644241913
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,1162,387,387,0.600206611570248,0.199896694214876,0.199896694214876, [0.76068376 0.81034483 0.76293103 0.79310345 0.81034483],0.661498708010336,0.661498708010336,0.823347107438016,0.931740614334471,0.939759036144578,0.931153184165232,0.712087912087912,0.866310160427807,0.668155080213904,0.714596949891067,0.82,0.655989304812834,0.836049856184084,0.900826446280992,0.823347107438016
ensemble_model_v2_N32_B168_E200_nb_zones_8_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,1116,372,372,0.6,0.2,0.2, [0.83928571 0.83482143 0.78571429 0.81981982 0.87387387],0.760752688172043,0.725806451612903,0.848387096774193,0.915191053122088,0.879928315412186,0.918458781362007,0.761394101876675,0.797752808988764,0.762278466350052,0.75,0.765,0.722616279069768,0.84789644012945,0.83974358974359,0.848443223443224
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,576,192,192,0.6,0.2,0.2, [0.80172414 0.74137931 0.89655172 0.8245614  0.78947368],0.770833333333333,0.817708333333333,0.889583333333333,0.953846153846154,0.96875,0.953125,0.752808988764045,0.705263157894737,0.770157352143245,0.808743169398907,0.770833333333333,0.817708333333333,0.887949260042283,0.876826722338205,0.889556812312553
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200,12, low_bits_6, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.79608939 0.7877095  0.83519553 0.83519553 0.81564246],0.74061433447099,0.750853242320819,0.806818181818182,0.828918322295806,0.839106145251396,0.8268156424581,0.776470588235294,0.868421052631579,0.735628966032101,0.769716088328076,0.865248226950354,0.754992534527809,0.814094775212637,0.845959595959596,0.806818181818182
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200,8, low_bits_3, svd,1118,372,372,0.600429645542427,0.199785177228786,0.199785177228786, [0.75892857 0.79464286 0.83928571 0.79910714 0.8018018 ],0.774193548387097,0.755376344086022,0.823308270676692,0.867697594501718,0.90339892665474,0.862254025044722,0.792079207920792,0.846560846560847,0.773007199236707,0.778588807785888,0.846560846560847,0.753881516176598,0.833754421424962,0.880469583778015,0.82293749459171
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svd,32,168,200, zones, lab, svd,1770,590,590,0.6,0.2,0.2, [0.85028249 0.88135593 0.88418079 0.85028249 0.8559322 ],0.877887788778878,0.858085808580858,0.913720538720539,0.929971988795518,0.937853107344633,0.929378531073446,0.8719723183391,0.818181818181818,0.87888956680903,0.848056537102473,0.805369127516778,0.857230018303844,0.91302503182011,0.905723905723906,0.913720538720539
ensemble_model_v2_N26_B174_E200_nb_zones_10_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.69354839 0.72258065 0.68709677 0.70322581 0.71290323],0.73365617433414,0.728813559322034,0.85479797979798,0.922102596580114,0.939354838709677,0.920645161290322,0.723618090452261,0.712871287128713,0.733212894749191,0.735849056603773,0.739336492890995,0.728579137534607,0.85630987088713,0.865319865319865,0.85479797979798
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200,12, low_bits_5, svd,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.77472527 0.76648352 0.75274725 0.74725275 0.76373626],0.784172661870504,0.744604316546763,0.811026936026936,0.819727891156462,0.794505494505494,0.825274725274725,0.776119402985075,0.793893129770992,0.784701666926313,0.738007380073801,0.680272108843537,0.748533000986654,0.805036908380373,0.78030303030303,0.811026936026936
svm_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdne,40,130,170,12, low_bits_4_shifted_2, svdne,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.84166667 0.85833333 0.85833333 0.8575419  0.8603352 ],0.744827586206897,0.744827586206897,0.839646464646465,0.865860679332182,0.837416481069042,0.870267260579065,0.731884057971014,0.691780821917808,0.74519596651446,0.744827586206897,0.75,0.74486301369863,0.834563612679114,0.808922558922559,0.839646464646465
svm_model_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170,12, low_bits_5, svdne,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.88547486 0.88547486 0.89385475 0.88547486 0.88268156],0.849829351535836,0.815699658703072,0.894360269360269,0.91015854374633,0.865921787709497,0.914525139664804,0.851351351351351,0.887323943661972,0.850946740042906,0.818791946308725,0.80794701986755,0.81594534091969,0.890727035263387,0.861111111111111,0.894360269360269
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200,6, low_bits_2, svd,910,303,303,0.600263852242744,0.199868073878628,0.199868073878628, [0.77472527 0.78021978 0.6978022  0.7967033  0.73626374],0.742574257425743,0.768976897689769,0.885883905013193,0.972375690607735,0.967032967032967,0.972527472527472,0.75,0.854014598540146,0.75230850408935,0.791666666666667,0.89261744966443,0.77098404950754,0.888602704443013,0.931174089068826,0.886877367115058
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200,10, low_bits_6, svd,1372,457,457,0.600174978127734,0.199912510936133,0.199912510936133, [0.78623188 0.81386861 0.79927007 0.76642336 0.81386861],0.807439824945295,0.803063457330416,0.823272090988626,0.83810888252149,0.852769679300292,0.835276967930029,0.811965811965812,0.848214285714286,0.808227314530962,0.810924369747899,0.85022026431718,0.803371001723808,0.827350427350427,0.851363236587511,0.823418781043973
svm_model_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200,10, low_bits_3, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.78896104 0.78896104 0.81168831 0.77922078 0.80194805],0.803827751196172,0.760765550239234,0.797979797979798,0.80699481865285,0.809090909090909,0.806493506493506,0.819383259911894,0.881516587677725,0.803077134418573,0.779735682819383,0.855072463768116,0.761659454632873,0.804241435562806,0.82996632996633,0.797979797979798
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200,10, low_bits_2, svdn,1402,467,467,0.600171232876712,0.199914383561644,0.199914383561644, [0.53900709 0.525      0.54285714 0.55       0.50714286],0.490364025695931,0.524625267665953,0.558219178082192,0.584302325581395,0.573466476462197,0.592011412268188,0.454128440366972,0.428571428571429,0.489709443099274,0.529661016949152,0.536480686695279,0.524650599757896,0.54816112084063,0.537339055793991,0.558165685027653
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200,12, low_bits_3, svdn,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.50824176 0.52747253 0.51098901 0.47237569 0.5       ],0.5,0.539285714285714,0.535353535353535,0.570694087403599,0.611233480176211,0.540198237885463,0.510489510489511,0.574803149606299,0.506355823169163,0.60061919504644,0.633986928104575,0.529591889249138,0.567736883320282,0.61026936026936,0.535353535353535
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200,8, low_bits_3, svd,1104,368,368,0.6,0.2,0.2, [0.83783784 0.78828829 0.76818182 0.83636364 0.87272727],0.782608695652174,0.809782608695652,0.851630434782609,0.89143865842895,0.914855072463768,0.888586956521739,0.78021978021978,0.751322751322751,0.783482604711655,0.806629834254144,0.789189189189189,0.809895141042682,0.853146853146853,0.856371490280777,0.851599311879995
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_6_svdne,40,130,170, zones, low_bits_6, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.88571429 0.87428571 0.86857143 0.9        0.86494253],0.818471337579618,0.818471337579618,0.922979797979798,0.961082910321489,0.974828375286041,0.960526315789473,0.821316614420063,0.873333333333333,0.820813008130081,0.827794561933535,0.835365853658537,0.817682926829268,0.92447379281882,0.942760942760943,0.922979797979798
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svdn,40,160,200, zones, lab, svdn,1202,400,400,0.6003996003996,0.1998001998002,0.1998001998002, [0.5        0.5125     0.44583333 0.50833333 0.4875    ],0.51,0.535,0.804695304695305,0.992518703241895,0.993344425956739,0.992512479201331,0.50253807106599,0.5,0.50990099009901,0.527918781725888,0.512315270935961,0.535345452726864,0.803616273229533,0.798403193612774,0.804701596806387
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svd,32,168,200,10, low_bits_4_shifted_2, svd,1478,492,492,0.600324939073924,0.199837530463038,0.199837530463038, [0.77702703 0.74662162 0.83108108 0.8277027  0.79931973],0.701559020044543,0.703786191536748,0.803451178451178,0.863387978142077,0.855209742895805,0.86468200270636,0.719665271966527,0.751091703056769,0.700545851528384,0.717622080679405,0.768181818181818,0.705051607780865,0.806464981351015,0.819023569023569,0.803451178451178
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200,10, low_bits_5, svd,1404,468,468,0.6,0.2,0.2, [0.79787234 0.89007092 0.81071429 0.84642857 0.84285714],0.696581196581196,0.707264957264957,0.805555555555556,0.871156661786237,0.847578347578348,0.874643874643875,0.68859649122807,0.707207207207207,0.697099538562953,0.72210953346856,0.720647773279352,0.706477732793522,0.803455723542117,0.794192997438087,0.805565275451293
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200,6, low_bits_2, svd,860,286,286,0.600558659217877,0.199720670391061,0.199720670391061, [0.80813953 0.81395349 0.81395349 0.76162791 0.75581395],0.804195804195804,0.793706293706294,0.876396648044693,0.929384965831435,0.948837209302326,0.927906976744186,0.78125,0.694444444444444,0.804968701095462,0.764940239043825,0.676056338028169,0.792889280125196,0.872202166064982,0.843575418994413,0.876396648044693
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200,4, low_bits_6, svd,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.88235294 0.90441176 0.92647059 0.91791045 0.90298507],0.666666666666667,0.724444444444444,0.849023090586146,0.950375939849624,0.93491124260355,0.951183431952662,0.734982332155477,0.920353982300885,0.665534134007585,0.7578125,0.881818181818182,0.727865612648221,0.858803986710963,0.92156862745098,0.849279888946729
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_2_svdne,26,174,200, zones, low_bits_2, svdne,1800,600,600,0.6,0.2,0.2, [0.77222222 0.78333333 0.80277778 0.83055556 0.78055556],0.680555555555556,0.670138888888889,0.83543771043771,0.887292817679558,0.892222222222222,0.886666666666667,0.680555555555556,0.715328467153285,0.682167544834921,0.682274247491639,0.675496688741722,0.669865132692029,0.836879432624114,0.844276094276094,0.83543771043771
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_svdne,40,130,170, zones, low_bits_4, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.78531073 0.79378531 0.7740113  0.79096045 0.77556818],0.713815789473684,0.707236842105263,0.898989898989899,0.963594994311718,0.95814479638009,0.963800904977376,0.712871287128713,0.666666666666667,0.717136150234742,0.69204152249135,0.704225352112676,0.707050947661276,0.897872340425532,0.888047138047138,0.898989898989899
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200,10, low_bits_4, svd,1566,522,522,0.6,0.2,0.2, [0.72611465 0.77070064 0.72611465 0.75961538 0.72115385],0.780246913580247,0.748148148148148,0.755892255892256,0.758834469931804,0.781609195402299,0.751596424010217,0.776942355889724,0.763546798029557,0.780288250499927,0.745,0.737623762376238,0.748122226015705,0.759535655058043,0.771043771043771,0.755892255892256
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200,4, low_bits_6, svd,588,196,196,0.6,0.2,0.2, [0.86440678 0.89830508 0.90677966 0.88135593 0.93103448],0.755102040816326,0.744897959183674,0.875510204081633,0.959183673469388,0.959183673469388,0.959183673469388,0.724137931034483,0.724137931034483,0.751977222397975,0.757281553398058,0.742857142857143,0.745054945054945,0.87396694214876,0.87037037037037,0.875468585994902
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,796,265,265,0.600301659125188,0.199849170437406,0.199849170437406, [0.71875    0.7375     0.7625     0.69620253 0.70886076],0.743396226415094,0.656603773584906,0.834087481146305,0.92459826946848,0.939698492462312,0.923366834170854,0.751824817518248,0.824,0.747714285714286,0.695652173913043,0.8,0.659259259259259,0.840810419681621,0.889739663093415,0.834914408069739
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200,12, low_bits_6, svd,1794,598,598,0.6,0.2,0.2, [0.83888889 0.77777778 0.82960894 0.79050279 0.7877095 ],0.738831615120275,0.776632302405498,0.853114478114478,0.880046136101499,0.850613154960981,0.884057971014493,0.76969696969697,0.888111888111888,0.741353241353241,0.797507788161994,0.864864864864865,0.775089775089775,0.853668763102725,0.856902356902357,0.853114478114478
svm_model_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200,8, lab, svdne,1176,392,392,0.6,0.2,0.2, [0.86864407 0.86440678 0.86016949 0.87179487 0.86752137],0.892857142857143,0.905612244897959,0.885714285714286,0.882017900732303,0.921768707482993,0.876700680272109,0.889473684210526,0.918478260869565,0.894335284280936,0.910843373493976,0.91304347826087,0.905170387779083,0.889328063241107,0.919305413687436,0.885748527434951
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200,4, low_bits_4, svd,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.78688525 0.85245902 0.86666667 0.78333333 0.79166667],0.606965174129353,0.686567164179104,0.821073558648111,0.934027777777778,0.890728476821192,0.937086092715232,0.618357487922705,0.512,0.637578947368421,0.666666666666667,0.6,0.690625,0.814814814814815,0.744360902255639,0.825766949018115
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,1128,376,376,0.6,0.2,0.2, [0.81415929 0.80088496 0.82743363 0.80088496 0.78571429],0.808510638297872,0.797872340425532,0.866489361702127,0.91035683202785,0.927304964539007,0.908687943262411,0.807486631016043,0.82967032967033,0.809165061742381,0.790055248618785,0.785714285714286,0.797496318114875,0.86684350132626,0.880387931034483,0.866664553752536
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,570,190,190,0.6,0.2,0.2, [0.84210526 0.9122807  0.90350877 0.85087719 0.89473684],0.810526315789474,0.794736842105263,0.912631578947368,0.985915492957746,0.982456140350877,0.985964912280702,0.810526315789474,0.827956989247312,0.810885711118501,0.786885245901639,0.818181818181818,0.796345811051694,0.911795961742827,0.920600858369099,0.912779768027525
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200,10, low_bits_6, svd,1476,492,492,0.6,0.2,0.2, [0.7972973  0.78716216 0.86148649 0.85034014 0.78911565],0.702222222222222,0.726666666666667,0.826599326599327,0.894053315105947,0.886178861788618,0.894986449864499,0.666666666666667,0.598214285714286,0.70176201011378,0.685421994884911,0.592920353982301,0.727263748419722,0.817375886524823,0.776094276094276,0.826599326599327
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200,12, low_bits_4, svd,1766,588,588,0.600271923861319,0.199864038069341,0.199864038069341, [0.71186441 0.75423729 0.7259887  0.75568182 0.71306818],0.708196721311475,0.695081967213115,0.774410774410774,0.805280528052805,0.828992072480181,0.799546998867497,0.721003134796238,0.76158940397351,0.708716779908833,0.70846394984326,0.733766233766234,0.694697686419541,0.781758957654723,0.808080808080808,0.774410774410774
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdne,40,130,170,12, low_bits_4_shifted_2, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.80924855 0.84971098 0.84393064 0.83430233 0.81976744],0.790769230769231,0.803076923076923,0.890993265993266,0.926632004621606,0.929316338354577,0.926419466975666,0.797619047619048,0.82716049382716,0.790880860410513,0.815028901734104,0.865030674846626,0.802885707793683,0.892664732697886,0.906565656565657,0.890993265993266
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200,12, low_bits_5, svd,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.77348066 0.80555556 0.77777778 0.80833333 0.81388889],0.742160278745645,0.75609756097561,0.860690235690236,0.892219020172911,0.85904550499445,0.89622641509434,0.746575342465753,0.762237762237762,0.742229992229992,0.763513513513514,0.784722222222222,0.755997474747475,0.857511838140336,0.838383838383838,0.860690235690236
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200,4, low_bits_4, svd,548,182,182,0.600877192982456,0.199561403508772,0.199561403508772, [0.79090909 0.82727273 0.79090909 0.81818182 0.7962963 ],0.71978021978022,0.791208791208791,0.849780701754386,0.916083916083916,0.956204379562044,0.912408759124088,0.771300448430493,0.86,0.704390243902439,0.824074074074074,0.936842105263158,0.784513006654567,0.864490603363007,0.931769722814499,0.847374703393705
ensemble_model_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170,12, low_bits_5, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.86464088 0.90055249 0.88674033 0.88950276 0.91436464],0.784452296819788,0.752650176678445,0.903619528619529,0.944381384790011,0.919337016574585,0.94585635359116,0.801302931596091,0.809210526315789,0.782467858577742,0.748201438848921,0.793893129770992,0.755499196464444,0.902428632296549,0.891414141414141,0.903619528619529
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200,4, low_bits_6, svdn,604,201,201,0.600397614314115,0.199801192842942,0.199801192842942, [0.53278689 0.63114754 0.575      0.575      0.53333333],0.592039800995025,0.537313432835821,0.637176938369781,0.692556634304207,0.708609271523179,0.685430463576159,0.601941747572815,0.62,0.592178217821782,0.555023923444976,0.58,0.537524752475248,0.646660212971926,0.665338645418327,0.637232814772655
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200,10, low_bits_3, svdne,1622,540,540,0.600296076980015,0.199851961509993,0.199851961509993, [0.81288344 0.7808642  0.83024691 0.80555556 0.75617284],0.753315649867374,0.740053050397878,0.836279461279461,0.877928483353884,0.877928483353884,0.877928483353884,0.764556962025316,0.807486631016043,0.753743315508021,0.759803921568627,0.81578947368421,0.739445538981143,0.839587628865979,0.856902356902357,0.836279461279461
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200,6, low_bits_2, svdn,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.45555556 0.48314607 0.46629213 0.51123596 0.45505618],0.508417508417508,0.518518518518518,0.625841184387618,0.707557502738226,0.724215246636771,0.70067264573991,0.540880503144654,0.544303797468354,0.505964848374465,0.540192926045016,0.538461538461538,0.517457719585379,0.639429312581064,0.648684210526316,0.625306292590982
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,576,192,192,0.6,0.2,0.2, [0.81034483 0.81896552 0.75       0.71929825 0.73684211],0.6875,0.692708333333333,0.85,0.956063268892794,0.944444444444444,0.956597222222222,0.734513274336283,0.798076923076923,0.677447552447553,0.717703349282297,0.815217391304348,0.697608695652174,0.856573705179283,0.888429752066116,0.849677060907007
svm_model_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200,12, lab, svdn,1754,584,584,0.600273785078713,0.199863107460643,0.199863107460643, [0.51136364 0.51704545 0.52857143 0.52571429 0.54      ],0.498392282958199,0.514469453376206,0.58543771043771,0.611683848797251,0.608893956670468,0.61345496009122,0.5,0.509803921568627,0.498572846860263,0.546546546546547,0.575949367088608,0.513464879622735,0.588038477624425,0.591750841750842,0.58543771043771
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200,10, low_bits_5, svd,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.75816993 0.82026144 0.7745098  0.79738562 0.78289474],0.75,0.792452830188679,0.876683501683502,0.932790224032586,0.899214659685864,0.93520942408377,0.729591836734694,0.671361502347418,0.750372694301671,0.78,0.739336492890995,0.792203457713103,0.870640176600442,0.82996632996633,0.876683501683502
ensemble_model_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200,8, lab, svdne,1256,418,418,0.60038240917782,0.19980879541109,0.19980879541109, [0.91666667 0.94047619 0.94444444 0.924      0.932     ],0.820574162679426,0.832535885167464,0.908221797323136,0.962727993655829,0.96656050955414,0.962579617834395,0.826789838337182,0.908629441624365,0.825355444794083,0.847161572052402,0.941747572815534,0.834081333577578,0.910780669144981,0.950533462657614,0.908819982978194
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200,10, low_bits_2, svdn,1452,484,484,0.6,0.2,0.2, [0.51027397 0.52413793 0.50689655 0.51724138 0.55172414],0.551948051948052,0.487012987012987,0.813131313131313,1,1,1,0.521939953810624,0.489177489177489,0.551948051948052,0.47450110864745,0.463203463203463,0.487012987012987,0.809931506849315,0.796296296296296,0.813131313131313
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svd,32,168,200,10, low_bits_4_shifted_2, svd,1600,533,533,0.600150037509377,0.199924981245311,0.199924981245311, [0.790625 0.76875  0.75     0.775    0.790625],0.79639175257732,0.783505154639175,0.869528619528619,0.90595009596929,0.885,0.908125,0.801007556675063,0.783251231527094,0.797031021168952,0.782383419689119,0.816216216216216,0.784955398748502,0.867860187553282,0.856902356902357,0.869528619528619
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200,4, low_bits_6, svdn,594,198,198,0.6,0.2,0.2, [0.53333333 0.6        0.51694915 0.65254237 0.55084746],0.5,0.53030303030303,0.806060606060606,1,1,1,0.535211267605634,0.633333333333333,0.511111111111111,0.620408163265306,0.690909090909091,0.510227272727273,0.817490494296578,0.865191146881288,0.805820725570461
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200,4, low_bits_4, svdn,618,206,206,0.6,0.2,0.2, [0.57258065 0.60483871 0.58870968 0.58870968 0.64754098],0.572815533980582,0.597087378640777,0.595145631067961,0.629518072289157,0.676375404530744,0.601941747572815,0.630252100840336,0.735294117647059,0.574377828054299,0.666666666666667,0.813725490196078,0.599170437405731,0.637706342311034,0.715399610136452,0.595610830213294
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200,10, low_bits_4, svd,1446,482,482,0.6,0.2,0.2, [0.73448276 0.78965517 0.75517241 0.79166667 0.72916667],0.651612903225806,0.709677419354839,0.837121212121212,0.937238493723849,0.929460580912863,0.937759336099585,0.714788732394366,0.918552036199095,0.664194050886433,0.769230769230769,0.922131147540984,0.698622134856465,0.850405875531504,0.925925925925926,0.837121212121212
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,654,218,218,0.6,0.2,0.2, [0.63636364 0.61363636 0.56153846 0.58461538 0.56153846],0.486238532110092,0.545871559633028,0.794495412844037,0.980332829046898,0.990825688073394,0.980122324159022,0.471698113207547,0.458715596330275,0.486238532110092,0.563876651982379,0.542372881355932,0.546186440677966,0.796363636363636,0.790613718411552,0.79456059054906
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,1354,451,451,0.600177304964539,0.19991134751773,0.19991134751773, [0.70220588 0.77205882 0.78148148 0.81851852 0.7962963 ],0.780487804878049,0.796008869179601,0.865691489361702,0.917888563049853,0.92466765140325,0.917282127031019,0.805500982318271,0.887445887445887,0.777813852813853,0.813765182186235,0.87012987012987,0.794155844155844,0.871989860583017,0.906057945566286,0.865293968306867
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200,4, low_bits_4, svdn,572,190,190,0.600840336134454,0.199579831932773,0.199579831932773, [0.59482759 0.64912281 0.57894737 0.5877193  0.69298246],0.542105263157895,0.515789473684211,0.786764705882353,0.958477508650519,0.968531468531468,0.958041958041958,0.53475935828877,0.561797752808989,0.543275114028257,0.5,0.48936170212766,0.515514184397163,0.78609062170706,0.795309168443497,0.786888538673094
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200,12, low_bits_3, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.53672316 0.48305085 0.51129944 0.53672316 0.50284091],0.506578947368421,0.532894736842105,0.870791245791246,0.991443240159726,0.983031674208145,0.991515837104072,0.550898203592814,0.582278481012658,0.503468007629617,0.544871794871795,0.582191780821918,0.534766776486908,0.872030012505211,0.88047138047138,0.870791245791246
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200,8, low_bits_3, svdn,1266,422,422,0.6,0.2,0.2, [0.61417323 0.61811024 0.61023622 0.57936508 0.61111111],0.537914691943128,0.59478672985782,0.605687203791469,0.622977346278317,0.608214849921011,0.631911532385466,0.561797752808989,0.558035714285714,0.536593614718615,0.534059945504087,0.492462311557789,0.589280483133155,0.59375,0.575757575757576,0.605715600023
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200,6, low_bits_2, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.59375    0.54166667 0.48958333 0.58333333 0.55789474],0.536050156739812,0.589341692789969,0.825187969924812,1,1,1,0.54601226993865,0.55625,0.535986635220126,0.586750788643533,0.574074074074074,0.589584807737674,0.825733916302311,0.82521847690387,0.825187854804136
ensemble_model_v2_N40_B160_E200_nb_zones_8_lab_svdne,40,160,200, zones, lab, svdne,1146,382,382,0.6,0.2,0.2, [0.84782609 0.87826087 0.83913043 0.8245614  0.86403509],0.887434554973822,0.871727748691099,0.903141361256544,0.919200695047785,0.923211169284468,0.918848167539267,0.887728459530026,0.904255319148936,0.887694669883746,0.873385012919897,0.918478260869565,0.873380544576197,0.903695991671005,0.918518518518518,0.903300710036461
svm_model_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200,4, low_bits_6, svdne,686,228,228,0.600700525394046,0.199649737302977,0.199649737302977, [0.84057971 0.76086957 0.83333333 0.73529412 0.81617647],0.771929824561403,0.846491228070175,0.802101576182137,0.801144492131617,0.816326530612245,0.797376093294461,0.785123966942149,0.798319327731092,0.770719296893069,0.841628959276018,0.823008849557522,0.846287033474413,0.805507745266781,0.813913043478261,0.802018250134192
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.78275862 0.84722222 0.8125     0.78819444 0.82638889],0.740899357601713,0.753747323340471,0.837962962962963,0.897312198483804,0.902912621359223,0.896671289875173,0.729306487695749,0.751152073732719,0.741576036866359,0.773175542406312,0.784,0.751447004608295,0.83991683991684,0.85016835016835,0.837962962962963
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,590,196,196,0.60081466395112,0.19959266802444,0.19959266802444, [0.58474576 0.62711864 0.61016949 0.60169492 0.61864407],0.551020408163265,0.642857142857143,0.834012219959267,0.991539763113367,0.993220338983051,0.991525423728814,0.526881720430108,0.532608695652174,0.549958193979933,0.631578947368421,0.6,0.64375,0.831437435367115,0.825462012320329,0.833943127372285
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svd,26,174,200, zones, low_bits_6, svd,1842,614,614,0.6,0.2,0.2, [0.82162162 0.8423913  0.8125     0.76902174 0.7826087 ],0.779026217228464,0.775280898876405,0.866161616161616,0.893068242880172,0.90228013029316,0.891965255157438,0.74235807860262,0.669291338582677,0.773931383577053,0.767441860465116,0.707142857142857,0.778768278965129,0.864565587734242,0.854377104377104,0.866161616161616
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200,4, low_bits_6, svdne,626,208,208,0.600767754318618,0.199616122840691,0.199616122840691, [0.80952381 0.86507937 0.83333333 0.83064516 0.79032258],0.730769230769231,0.75,0.884836852207294,0.980952380952381,0.987220447284345,0.980830670926517,0.754385964912281,0.895833333333333,0.742559523809524,0.777777777777778,0.858490566037736,0.74787273399926,0.89010989010989,0.94368932038835,0.885506899283359
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svd,26,174,200, zones, low_bits_5, svd,1712,570,570,0.600280504908836,0.199859747545582,0.199859747545582, [0.78197674 0.78070175 0.79824561 0.76315789 0.77777778],0.72289156626506,0.740963855421687,0.866582491582492,0.918187168922896,0.911214953271028,0.918808411214953,0.724550898203593,0.751552795031056,0.723729613889797,0.745562130177515,0.736842105263158,0.741091860084995,0.866301138760017,0.864478114478115,0.866582491582492
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.8125     0.82986111 0.76736111 0.79513889 0.84615385],0.735607675906183,0.722814498933902,0.848905723905724,0.925899788285109,0.912378303198887,0.926981919332406,0.744855967078189,0.822727272727273,0.740680905439942,0.759259259259259,0.823293172690763,0.716192040890836,0.853049529267294,0.877104377104377,0.848905723905724
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200,4, low_bits_4, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.86567164 0.81818182 0.84090909 0.79545455 0.84090909],0.727272727272727,0.668181818181818,0.789473684210526,0.852897473997028,0.867069486404834,0.850453172205438,0.719626168224299,0.663793103448276,0.730935013262599,0.633165829145729,0.577981651376147,0.667369204066452,0.786372007366482,0.767985611510791,0.789670461433051
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200,12, low_bits_4, svd,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.79329609 0.77374302 0.74438202 0.76404494 0.74157303],0.699324324324324,0.719594594594595,0.845959595959596,0.892580287929125,0.903587443946188,0.891255605381166,0.747875354107649,0.904109589041096,0.702054794520548,0.779840848806366,0.98,0.716027397260274,0.855678233438486,0.913299663299663,0.845959595959596
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.50581395 0.54651163 0.48837209 0.52352941 0.54117647],0.519298245614035,0.470175438596491,0.79312762973352,0.991831971995332,0.992990654205608,0.991822429906542,0.535593220338983,0.541095890410959,0.5187493840544,0.488135593220339,0.48,0.46962962962963,0.79612992398065,0.795580110497238,0.793089200547764
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,588,196,196,0.6,0.2,0.2, [0.89830508 0.86440678 0.87288136 0.79661017 0.79310345],0.744897959183674,0.760204081632653,0.872448979591837,0.950530035335689,0.914965986394558,0.952380952380952,0.709302325581395,0.655913978494624,0.740578348470613,0.718562874251497,0.638297872340426,0.755423445974134,0.861878453038674,0.810810810810811,0.87133726913286
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_4_shifted_2_svdne,40,130,170, zones, low_bits_4_shifted_2, svdne,1812,604,604,0.6,0.2,0.2, [0.83516484 0.84530387 0.82320442 0.85359116 0.8480663 ],0.801418439716312,0.812056737588653,0.897727272727273,0.924719101123596,0.908388520971302,0.926048565121413,0.798561151079137,0.770833333333333,0.802083333333333,0.801498127340824,0.77536231884058,0.811292270531401,0.895483870967742,0.876262626262626,0.897727272727273
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200,4, low_bits_4, svdne,636,212,212,0.6,0.2,0.2, [0.9140625  0.8203125  0.8828125  0.8968254  0.86507937],0.64622641509434,0.674528301886793,0.864150943396226,1,1,1,0.615384615384615,0.6,0.64375,0.631016042780749,0.57843137254902,0.671033868092692,0.858546168958743,0.840384615384615,0.863710826210826
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svd,32,168,200, zones, low_bits_4_shifted_2, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.79084967 0.72875817 0.77777778 0.77631579 0.73684211],0.802352941176471,0.741176470588235,0.874158249158249,0.930693069306931,0.923984272608126,0.931192660550459,0.805555555555556,0.787330316742081,0.802978883861237,0.730392156862745,0.730392156862745,0.740761689291101,0.873036093418259,0.865319865319865,0.874158249158249
ensemble_model_v2_N40_B130_E170_nb_zones_12_low_bits_5_svdne,40,130,170, zones, low_bits_5, svdne,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.88031915 0.8537234  0.85904255 0.86968085 0.87234043],0.810483870967742,0.862903225806452,0.923821548821549,0.945593035908596,0.924468085106383,0.946808510638298,0.827838827838828,0.889763779527559,0.808518253400143,0.866141732283464,0.909090909090909,0.863994273443092,0.923467230443975,0.919191919191919,0.923821548821549
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,1426,475,475,0.60016835016835,0.199915824915825,0.199915824915825, [0.48251748 0.52447552 0.51748252 0.51056338 0.47887324],0.503157894736842,0.507368421052632,0.792508417508418,0.983814215341309,0.980364656381487,0.983870967741936,0.497872340425532,0.527027027027027,0.504620232881102,0.535714285714286,0.533596837944664,0.505537157711071,0.794154488517745,0.800505050505051,0.792508417508418
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svd,40,160,200,4, low_bits_4_shifted_2, svd,550,183,183,0.600436681222707,0.199781659388646,0.199781659388646, [0.80909091 0.8        0.78181818 0.85454545 0.83636364],0.601092896174863,0.66120218579235,0.825327510917031,0.955116696588869,0.967272727272727,0.954545454545455,0.617801047120419,0.608247422680412,0.600635339247183,0.677083333333333,0.698924731182796,0.660573476702509,0.829787234042553,0.838709677419355,0.825119805450254
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.76973684 0.76315789 0.69736842 0.72368421 0.74013158],0.726635514018692,0.761682242990654,0.864057239057239,0.931398416886544,0.928947368421053,0.931578947368421,0.743982494529541,0.817307692307692,0.729108391608392,0.788381742738589,0.863636363636364,0.758741258741259,0.868431771894094,0.897306397306397,0.864057239057239
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,556,185,185,0.600431965442765,0.199784017278618,0.199784017278618, [0.875      0.83928571 0.83928571 0.87272727 0.84545455],0.740540540540541,0.67027027027027,0.854211663066955,0.95373665480427,0.964028776978417,0.953237410071942,0.741935483870968,0.726315789473684,0.74093567251462,0.67027027027027,0.681318681318681,0.670446574701894,0.855305466237942,0.859913793103448,0.854199320794148
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200,4, low_bits_5, svd,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.91525424 0.89830508 0.93220339 0.9137931  0.90517241],0.723076923076923,0.717948717948718,0.859631147540984,0.952380952380952,0.955631399317406,0.952218430034129,0.73,0.78494623655914,0.725806451612903,0.744186046511628,0.8,0.715789473684211,0.863409770687936,0.890946502057613,0.859758965314521
svm_model_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200,6, low_bits_2, svdne,894,298,298,0.6,0.2,0.2, [0.85555556 0.87777778 0.83146067 0.8988764  0.86516854],0.788590604026846,0.718120805369127,0.829530201342282,0.881243063263041,0.888143176733781,0.880313199105146,0.783505154639175,0.745098039215686,0.789790398918188,0.718120805369127,0.66875,0.72205615942029,0.829530201342282,0.813157894736842,0.829866618601298
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200,6, low_bits_6, svd,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.8255814  0.80813953 0.81395349 0.8        0.77647059],0.807017543859649,0.764912280701754,0.838008415147265,0.869461077844311,0.848130841121495,0.872663551401869,0.807017543859649,0.798611111111111,0.807106973995272,0.75812274368231,0.760869565217391,0.764788524105294,0.834645669291338,0.82112676056338,0.837937681957668
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svd,40,160,200,4, low_bits_4_shifted_2, svd,618,206,206,0.6,0.2,0.2, [0.85483871 0.87096774 0.87096774 0.78225806 0.79508197],0.694174757281553,0.713592233009709,0.861165048543689,0.966183574879227,0.970873786407767,0.966019417475728,0.680203045685279,0.690721649484536,0.693984677953277,0.730593607305936,0.754716981132076,0.712358490566038,0.862102217936355,0.873046875,0.861233862210425
svm_model_N40_B160_E200_nb_zones_10_lab_svd,40,160,200,10, lab, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.84013605 0.85714286 0.88435374 0.83219178 0.84589041],0.892307692307692,0.874725274725275,0.864478114478115,0.859375,0.900409276944065,0.852660300136426,0.899383983572895,0.952173913043478,0.891642512077295,0.881987577639752,0.946666666666667,0.875507246376812,0.871508379888268,0.919191919191919,0.864478114478115
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200,8, low_bits_3, svdn,1336,445,445,0.600179694519317,0.199910152740341,0.199910152740341, [0.53358209 0.54477612 0.61940299 0.59398496 0.5112782 ],0.561797752808989,0.561797752808989,0.823899371069182,0.998505231689088,1,0.998502994011976,0.545454545454545,0.524663677130045,0.561881388114572,0.527845036319613,0.488789237668162,0.561962186401648,0.820183486238532,0.802513464991023,0.823918602999109
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200,4, low_bits_5, svd,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.89552239 0.89393939 0.87121212 0.92424242 0.89393939],0.727272727272727,0.804545454545455,0.87568058076225,0.948170731707317,0.939577039274924,0.948640483383686,0.752066115702479,0.728,0.727157894736842,0.807174887892377,0.782608695652174,0.805590062111801,0.87778768956289,0.861646234676007,0.876209181368135
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200,10, low_bits_6, svdn,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.50684932 0.55479452 0.52413793 0.51034483 0.53103448],0.488069414316703,0.518438177874187,0.597222222222222,0.685173501577287,0.746905089408528,0.656808803301238,0.5390625,0.594827586206897,0.487370124981178,0.571428571428571,0.646288209606987,0.519264794458666,0.634034416826004,0.697811447811448,0.597222222222222
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svd,40,160,200, zones, low_bits_4_shifted_2, svd,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.86206897 0.81896552 0.87931034 0.87931034 0.87068966],0.735751295336788,0.782383419689119,0.874741200828157,0.951890034364261,0.955172413793104,0.951724137931034,0.748768472906404,0.783505154639175,0.735502577319588,0.766666666666667,0.758241758241758,0.781081663434605,0.874611398963731,0.882845188284519,0.874824233486522
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200,6, low_bits_4, svd,870,290,290,0.6,0.2,0.2, [0.82183908 0.75862069 0.75862069 0.77586207 0.72413793],0.720689655172414,0.703448275862069,0.756551724137931,0.775903614457831,0.740229885057471,0.786206896551724,0.709677419354839,0.682758620689655,0.720689655172414,0.713333333333333,0.672955974842767,0.706706995054971,0.749467707594038,0.714479025710419,0.7573801598313
ensemble_model_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200,12, lab, svdn,1686,562,562,0.6,0.2,0.2, [0.58284024 0.54142012 0.54733728 0.51488095 0.53571429],0.568115942028985,0.492753623188406,0.863636363636364,1,1,1,0.602666666666667,0.610810810810811,0.564780405405405,0.492753623188406,0.53125,0.49535472972973,0.865336658354115,0.876262626262626,0.863636363636364
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200,6, low_bits_2, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.78191489 0.82258065 0.77419355 0.80645161 0.78494624],0.751612903225806,0.793548387096774,0.823453608247423,0.861602497398543,0.888412017167382,0.857296137339056,0.747540983606557,0.802816901408451,0.755575117370892,0.792207792207792,0.792207792207792,0.793539793539794,0.825921219822109,0.853018372703412,0.823977540782086
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200,6, low_bits_6, svd,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.83333333 0.828125   0.84895833 0.80729167 0.85263158],0.755485893416928,0.749216300940439,0.899749373433584,0.997907949790795,0.995824634655532,0.997912317327766,0.75625,0.742331288343558,0.755781028787164,0.743589743589744,0.725,0.749292452830189,0.899244332493703,0.890274314214464,0.899797106729398
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.82352941 0.77941176 0.80882353 0.84558824 0.77941176],0.787610619469027,0.836283185840708,0.908127208480565,0.972017673048601,0.970588235294117,0.972058823529412,0.789473684210526,0.841121495327103,0.790308646823215,0.847736625514403,0.872881355932203,0.83458882611425,0.909565217391304,0.925663716814159,0.908158137066692
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdn,40,160,200,4, low_bits_4_shifted_2, svdn,646,215,215,0.600371747211896,0.199814126394052,0.199814126394052, [0.63846154 0.74615385 0.77692308 0.6796875  0.5859375 ],0.646511627906977,0.688372093023256,0.684944237918216,0.667796610169491,0.609907120743034,0.696594427244582,0.627450980392157,0.581818181818182,0.648051948051948,0.666666666666667,0.603603603603604,0.691224878724879,0.65929648241206,0.602941176470588,0.685869084475896
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200,12, low_bits_3, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.79888268 0.78212291 0.81284916 0.79494382 0.80898876],0.752542372881356,0.711864406779661,0.812289562289562,0.840354767184036,0.848824188129899,0.838745800671892,0.759075907590759,0.798611111111111,0.753610191317145,0.721311475409836,0.728476821192053,0.711460632818249,0.815091210613599,0.827441077441077,0.812289562289562
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svdn,26,174,200, zones, low_bits_3, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.49428571 0.48275862 0.48563218 0.53448276 0.54885057],0.577287066246057,0.536277602523659,0.874579124579125,0.990235496840896,0.989667049368542,0.990241102181401,0.55921052631579,0.562913907284768,0.57663767653395,0.518032786885246,0.475903614457831,0.539276310540174,0.873191489361702,0.863636363636364,0.874579124579125
svm_model_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200,10, low_bits_2, svdne,1460,486,486,0.600328947368421,0.199835526315789,0.199835526315789, [0.78767123 0.83561644 0.79452055 0.78082192 0.76369863],0.779475982532751,0.740174672489083,0.789983164983165,0.807983482450103,0.804109589041096,0.808904109589041,0.773033707865169,0.728813559322034,0.781073446327684,0.721311475409836,0.693693693693694,0.73879599938922,0.785376344086022,0.768518518518518,0.789983164983165
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200,4, low_bits_5, svdn,598,199,199,0.600401606425703,0.199799196787149,0.199799196787149, [0.51666667 0.53333333 0.575      0.63333333 0.49152542],0.487437185929648,0.467336683417086,0.595381526104418,0.716157205240175,0.822742474916388,0.673913043478261,0.540540540540541,0.659340659340659,0.500966625966626,0.554621848739496,0.741573033707865,0.493513789581205,0.648648648648649,0.776617954070981,0.602042052470694
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200,6, low_bits_4, svd,880,293,293,0.600272851296044,0.199863574351978,0.199863574351978, [0.80681818 0.75       0.71022727 0.77840909 0.82386364],0.709897610921502,0.767918088737201,0.807639836289222,0.849474912485414,0.827272727272727,0.853409090909091,0.669260700389105,0.618705035971223,0.705456414089508,0.777777777777778,0.739130434782609,0.771080368906456,0.801408450704225,0.768918918918919,0.808013178467724
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdn,40,160,200,4, low_bits_4_shifted_2, svdn,564,188,188,0.6,0.2,0.2, [0.6754386  0.65789474 0.69642857 0.63392857 0.66071429],0.696808510638298,0.606382978723404,0.824468085106383,0.940350877192982,0.950354609929078,0.939716312056738,0.688524590163935,0.65625,0.697690217391304,0.574712643678161,0.537634408602151,0.605659309564233,0.822006472491909,0.808917197452229,0.824501242649355
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,882,294,294,0.6,0.2,0.2, [0.76404494 0.80113636 0.75       0.75568182 0.77840909],0.792517006802721,0.782312925170068,0.857823129251701,0.90625,0.920634920634921,0.904761904761905,0.8,0.753086419753086,0.796997755331089,0.794871794871795,0.775,0.783022388059701,0.86186384666226,0.854521625163827,0.857953881888844
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdn,32,168,200,10, low_bits_4_shifted_2, svdn,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.66333333 0.61333333 0.67       0.67333333 0.66778523],0.635535307517084,0.640091116173121,0.661616161616162,0.717770034843206,0.825100133511348,0.675567423230975,0.658119658119658,0.733333333333333,0.639592430858806,0.682730923694779,0.74235807860262,0.635464753587024,0.700892857142857,0.792929292929293,0.661616161616161
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svd,26,174,200, zones, low_bits_4, svd,1800,600,600,0.6,0.2,0.2, [0.73611111 0.73055556 0.78055556 0.71111111 0.76111111],0.729166666666667,0.697916666666667,0.864478114478115,0.914812805208898,0.936666666666667,0.912777777777777,0.759259259259259,0.809210526315789,0.724458204334365,0.722044728434505,0.830882352941176,0.704914860681115,0.870161290322581,0.908249158249158,0.864478114478115
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,930,310,310,0.6,0.2,0.2, [0.84946237 0.84408602 0.87634409 0.83333333 0.88172043],0.793548387096774,0.770967741935484,0.887096774193548,0.956427015250545,0.944086021505376,0.956989247311828,0.815028901734104,0.88125,0.790625,0.762541806020067,0.850746268656716,0.780486770691994,0.888035828534869,0.914361001317523,0.887648262984931
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200,10, low_bits_5, svdn,1604,534,534,0.600299401197605,0.199850299401198,0.199850299401198, [0.47515528 0.49068323 0.4625     0.525      0.51875   ],0.541450777202073,0.515544041450777,0.846801346801347,1,1,1,0.525469168900804,0.515789473684211,0.541058002148228,0.476190476190476,0.433673469387755,0.516836734693878,0.844044558697515,0.829124579124579,0.846801346801347
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200,12, low_bits_6, svdn,1782,594,594,0.6,0.2,0.2, [0.51117318 0.49719101 0.52247191 0.52808989 0.50561798],0.511784511784512,0.548821548821549,0.521043771043771,0.670502493287304,0.980920314253648,0.517957351290685,0.657210401891253,0.985815602836879,0.534574468085106,0.69683257918552,0.987179487179487,0.525504637206765,0.672235023041474,0.982323232323232,0.521043771043771
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200,4, low_bits_5, svdn,546,182,182,0.6,0.2,0.2, [0.57272727 0.60909091 0.59090909 0.52777778 0.55555556],0.543956043956044,0.543956043956044,0.812087912087912,0.990757855822551,0.981684981684981,0.990842490842491,0.610328638497653,0.730337078651685,0.547964238250574,0.595121951219512,0.709302325581395,0.552567829457364,0.821689259645464,0.879464285714286,0.813108766233766
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.65217391 0.64782609 0.62608696 0.59130435 0.6173913 ],0.535248041775457,0.558746736292428,0.780793319415449,0.936244541484716,0.932173913043478,0.936521739130435,0.536458333333333,0.525510204081633,0.535482374768089,0.567774936061381,0.54679802955665,0.559510125889436,0.78125,0.770020533880903,0.780976296664443
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdn,40,160,200, zones, low_bits_4_shifted_2, svdn,492,164,164,0.6,0.2,0.2, [0.62       0.63265306 0.73469388 0.63265306 0.65306122],0.646341463414634,0.585365853658537,0.834146341463415,0.979508196721312,0.971544715447154,0.979674796747968,0.628205128205128,0.556818181818182,0.653409090909091,0.569620253164557,0.535714285714286,0.586607142857143,0.830423940149626,0.796650717703349,0.834892523030779
ensemble_model_N40_B160_E200_nb_zones_10_lab_svd,40,160,200,10, lab, svd,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.91558442 0.88888889 0.88235294 0.90196078 0.89869281],0.834123222748815,0.808056872037915,0.894360269360269,0.936305732484076,0.95953002610966,0.934725848563969,0.842342342342342,0.899038461538462,0.83503324946082,0.824295010845987,0.88785046728972,0.806906002875629,0.898585858585859,0.936026936026936,0.894360269360269
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,746,248,248,0.600644122383253,0.199677938808374,0.199677938808374, [0.76666667 0.76       0.77333333 0.82432432 0.79054054],0.733870967741936,0.754032258064516,0.857487922705314,0.931693989071038,0.914209115281501,0.932975871313673,0.767605633802817,0.789855072463768,0.726745718050066,0.746887966804979,0.75,0.75390625,0.859188544152745,0.855784469096672,0.857515802469776
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200,12, low_bits_5, svdn,1806,602,602,0.6,0.2,0.2, [0.5359116  0.55248619 0.54972376 0.55277778 0.54722222],0.494736842105263,0.554385964912281,0.628787878787879,0.68618387262455,0.739756367663344,0.661683277962348,0.571428571428571,0.623376623376623,0.483444036879151,0.588996763754045,0.694656488549618,0.564860711807277,0.659722222222222,0.71969696969697,0.628787878787879
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,472,157,157,0.600508905852417,0.199745547073791,0.199745547073791, [0.60416667 0.64893617 0.5212766  0.61702128 0.64893617],0.528662420382166,0.56687898089172,0.802798982188295,0.971800433839479,0.949152542372881,0.972457627118644,0.548780487804878,0.6,0.531707317073171,0.609195402298851,0.716216216216216,0.574975577987626,0.806007509386733,0.836363636363636,0.803468601224212
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200,10, low_bits_4, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.57565789 0.56578947 0.57236842 0.54635762 0.60596026],0.574418604651163,0.523255813953488,0.623737373737374,0.667979002624672,0.671503957783641,0.66622691292876,0.569411764705882,0.557603686635945,0.574576491205296,0.506024096385542,0.492957746478873,0.522976569091971,0.621827411167513,0.618686868686869,0.623737373737374
svm_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdne,40,160,200,4, low_bits_4_shifted_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.84745763 0.8220339  0.79661017 0.79310345 0.88793103],0.712820512820513,0.651282051282051,0.816598360655738,0.906303236797274,0.907849829351536,0.906143344709898,0.774193548387097,0.872727272727273,0.689304812834225,0.688073394495413,0.77319587628866,0.651904060593309,0.830009496676163,0.874,0.815151260504202
svm_model_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200,4, low_bits_5, svdne,632,210,210,0.600760456273764,0.199619771863118,0.199619771863118, [0.875      0.8968254  0.9047619  0.80952381 0.87301587],0.766666666666667,0.866666666666667,0.870722433460076,0.90311986863711,0.870253164556962,0.906645569620253,0.789699570815451,0.828828828828829,0.762899262899263,0.866666666666667,0.858490566037736,0.866745283018868,0.870722433460076,0.859287054409006,0.870876667859609
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200,6, low_bits_6, svdn,868,289,289,0.600276625172891,0.199861687413555,0.199861687413555, [0.55172414 0.57471264 0.58045977 0.55747126 0.46511628],0.55363321799308,0.525951557093426,0.569156293222683,0.669138090824838,0.831797235023041,0.588709677419355,0.652291105121294,0.780645161290323,0.535844968704863,0.605187319884726,0.772058823529412,0.539624183006536,0.653311074012243,0.809655172413793,0.568489167344206
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdne,40,160,200,4, low_bits_4_shifted_2, svdne,662,220,220,0.600725952813067,0.199637023593466,0.199637023593466, [0.79850746 0.77272727 0.8030303  0.79545455 0.87878788],0.777272727272727,0.75,0.894736842105263,0.981762917933131,0.97583081570997,0.981873111782477,0.780269058295964,0.805555555555556,0.777777777777778,0.753363228699552,0.763636363636364,0.75,0.894927536231884,0.899817850637523,0.89475521826632
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200,8, low_bits_2, svd,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.86178862 0.85365854 0.84552846 0.85772358 0.87295082],0.709046454767726,0.687041564792176,0.868035190615836,0.981224489795918,0.978827361563518,0.981270358306189,0.721311475409836,0.758620689655172,0.709407432206227,0.707762557077626,0.727699530516432,0.685278336686787,0.870813397129187,0.883495145631068,0.867928675177739
svm_model_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200,8, low_bits_3, svdne,1136,378,378,0.600422832980973,0.199788583509514,0.199788583509514, [0.74561404 0.84649123 0.80263158 0.84513274 0.83185841],0.78042328042328,0.76984126984127,0.810782241014799,0.826568265682657,0.788732394366197,0.834507042253521,0.800959232613909,0.839195979899497,0.777139889391089,0.762942779291553,0.752688172043011,0.769573252688172,0.808351177730193,0.792235047219307,0.810920505505287
ensemble_model_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200,4, low_bits_5, svdne,582,194,194,0.6,0.2,0.2, [0.87288136 0.85344828 0.87068966 0.86206897 0.90517241],0.778350515463918,0.737113402061856,0.880412371134021,0.961672473867596,0.948453608247423,0.962199312714777,0.781725888324873,0.895348837209302,0.790267011197244,0.764976958525346,0.855670103092784,0.737113402061856,0.882591093117409,0.919831223628692,0.881286579556281
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200,6, low_bits_4, svdn,876,292,292,0.6,0.2,0.2, [0.59659091 0.55681818 0.52840909 0.52873563 0.57471264],0.616438356164384,0.623287671232877,0.588356164383562,0.630243902439024,0.737442922374429,0.567351598173516,0.654320987654321,0.670886075949367,0.611562440959758,0.635761589403974,0.685714285714286,0.625751879699248,0.635978195033313,0.713315217391304,0.587320592121066
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_4_shifted_2_svdne,40,160,200, zones, low_bits_4_shifted_2, svdne,586,195,195,0.600409836065574,0.199795081967213,0.199795081967213, [0.83050847 0.81355932 0.83050847 0.80172414 0.82758621],0.764102564102564,0.728205128205128,0.879098360655738,0.967521367521367,0.965870307167235,0.967576791808873,0.785046728971963,0.848484848484848,0.762784090909091,0.753488372093023,0.835051546391753,0.728750262991795,0.883629191321499,0.916155419222904,0.879022268133012
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200,10, low_bits_6, svdn,1572,524,524,0.6,0.2,0.2, [0.5443038  0.58280255 0.46178344 0.54140127 0.55095541],0.485074626865672,0.502487562189055,0.828703703703704,1,1,1,0.515222482435597,0.555555555555556,0.486111111111111,0.534883720930232,0.563725490196078,0.501559714795009,0.832441333882256,0.851010101010101,0.828703703703704
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200,10, low_bits_2, svdne,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.76510067 0.77516779 0.82885906 0.75503356 0.75838926],0.799097065462754,0.830699774266366,0.847643097643097,0.867647058823529,0.871140939597315,0.867114093959732,0.784503631961259,0.778846153846154,0.797933715220949,0.839400428265525,0.834042553191489,0.830482815057283,0.847643097643097,0.847643097643097,0.847643097643098
ensemble_model_v2_N40_B160_E200_nb_zones_4_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,580,193,193,0.600414078674948,0.199792960662526,0.199792960662526, [0.89655172 0.90517241 0.9137931  0.90517241 0.9137931 ],0.704663212435233,0.792746113989637,0.889233954451346,0.982993197278912,0.996551724137931,0.982758620689655,0.71356783919598,0.835294117647059,0.718572984749455,0.811320754716981,0.905263157894737,0.794468313641246,0.892892892892893,0.948936170212766,0.890798730267673
svm_model_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200,12, low_bits_3, svdne,1722,574,574,0.6,0.2,0.2, [0.81213873 0.77325581 0.7877907  0.75872093 0.81686047],0.773700305810397,0.755351681957187,0.789983164983165,0.797653958944282,0.789779326364692,0.799651567944251,0.765822784810127,0.699421965317919,0.778282411230388,0.726027397260274,0.688311688311688,0.751670295022896,0.784262862083874,0.763468013468014,0.789983164983165
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200,6, low_bits_6, svdn,958,319,319,0.600250626566416,0.199874686716792,0.199874686716792, [0.56770833 0.48958333 0.53645833 0.59895833 0.53684211],0.517241379310345,0.545454545454545,0.81077694235589,0.996858638743456,0.993736951983299,0.996868475991649,0.622549019607843,0.814102564102564,0.523615699229196,0.641975308641975,0.760233918128655,0.528765607712976,0.829185520361991,0.909429280397022,0.809777931337752
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200,12, low_bits_3, svd,1806,602,602,0.6,0.2,0.2, [0.80939227 0.82872928 0.81491713 0.8        0.81666667],0.705263157894737,0.712280701754386,0.829545454545455,0.870320130222463,0.888150609080842,0.867663344407531,0.664,0.614814814814815,0.700740740740741,0.702898550724638,0.646666666666667,0.715925925925926,0.829041789784719,0.826599326599327,0.829545454545455
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svd,40,160,200,6, low_bits_4_shifted_2, svd,852,284,284,0.6,0.2,0.2, [0.87790698 0.84705882 0.84117647 0.85294118 0.84117647],0.72887323943662,0.753521126760563,0.821830985915493,0.877598152424942,0.892018779342723,0.875586854460094,0.711610486891386,0.693430656934307,0.727667709419534,0.756944444444444,0.731543624161074,0.754660700969426,0.821956368754398,0.820224719101124,0.82183552339237
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svd,40,160,200, zones, lab, svd,1536,512,512,0.6,0.2,0.2, [0.88961039 0.87012987 0.86038961 0.86928105 0.88888889],0.821428571428571,0.854761904761905,0.902356902356902,0.939240506329114,0.966145833333333,0.9375,0.826789838337183,0.856459330143541,0.821594593981723,0.857808857808858,0.872037914691943,0.854679244427311,0.904995904995905,0.93013468013468,0.902356902356902
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200,6, low_bits_4, svdn,882,294,294,0.6,0.2,0.2, [0.57865169 0.57954545 0.55113636 0.61931818 0.60227273],0.571428571428571,0.598639455782313,0.834013605442177,1,1,1,0.613496932515337,0.72992700729927,0.581524013203775,0.654970760233918,0.751677852348993,0.59652858134691,0.84258064516129,0.898211829436039,0.834704838002003
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200,10, low_bits_5, svdn,1452,484,484,0.6,0.2,0.2, [0.57191781 0.58275862 0.55517241 0.51724138 0.55862069],0.554112554112554,0.538961038961039,0.816919191919192,0.988857938718663,0.977961432506887,0.988980716253444,0.621323529411765,0.771689497716895,0.56485709453746,0.620320855614973,0.716049382716049,0.529257568070354,0.828807556080283,0.886363636363636,0.816919191919192
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200,8, low_bits_3, svdne,1120,373,373,0.60021436227224,0.19989281886388,0.19989281886388, [0.79017857 0.80803571 0.82589286 0.79017857 0.75      ],0.790884718498659,0.753351206434316,0.817792068595927,0.845173041894353,0.828571428571429,0.848214285714286,0.746753246753247,0.635359116022099,0.78642955801105,0.724550898203592,0.633507853403141,0.75631436626201,0.804597701149425,0.751072961373391,0.817720634862284
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdn,32,168,200,10, low_bits_4_shifted_2, svdn,1560,520,520,0.6,0.2,0.2, [0.66346154 0.65705128 0.62820513 0.66666667 0.68269231],0.686274509803922,0.639705882352941,0.811447811447811,0.889031430404105,0.888461538461538,0.889102564102564,0.69377990430622,0.69377990430622,0.686085932052607,0.645783132530121,0.673366834170854,0.640511168281599,0.812709030100334,0.818181818181818,0.811447811447811
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200,6, low_bits_5, svd,898,299,299,0.600267379679144,0.199866310160428,0.199866310160428, [0.82777778 0.79444444 0.81666667 0.79444444 0.78651685],0.77257525083612,0.832775919732442,0.859625668449198,0.88968824940048,0.826280623608018,0.897550111358574,0.76551724137931,0.74,0.772684563758389,0.834437086092715,0.818181818181818,0.833228840125392,0.85273492286115,0.807436918990704,0.859976871339228
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200,8, low_bits_2, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.79338843 0.75619835 0.79752066 0.80991736 0.7768595 ],0.801488833746898,0.786600496277916,0.866071428571429,0.914614121510673,0.920661157024793,0.914049586776859,0.80295566502463,0.783653846153846,0.802083333333333,0.763736263736264,0.798850574712644,0.788071575565929,0.864185110663984,0.87031408308004,0.866158013357319
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svdn,32,168,200, zones, lab, svdn,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.53191489 0.51329787 0.50531915 0.49734043 0.5       ],0.491935483870968,0.528225806451613,0.893518518518519,0.99468085106383,0.99468085106383,0.99468085106383,0.496,0.521008403361345,0.493062341215556,0.544747081712062,0.542635658914729,0.527620350465768,0.894009216589862,0.898148148148148,0.893518518518519
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200,12, low_bits_4, svdn,1738,579,579,0.600138121546961,0.199930939226519,0.199930939226519, [0.54310345 0.56609195 0.52298851 0.56896552 0.54913295],0.54858934169279,0.532915360501567,0.556818181818182,0.629268292682927,0.742232451093211,0.562715765247411,0.634517766497462,0.811688311688312,0.557359307359307,0.612987012987013,0.715151515151515,0.526406926406926,0.627783669141039,0.747474747474748,0.556818181818182
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,872,290,290,0.600550964187328,0.199724517906336,0.199724517906336, [0.51136364 0.5        0.45977011 0.52873563 0.50574713],0.506896551724138,0.493103448275862,0.793388429752066,0.988505747126437,0.986238532110092,0.988532110091743,0.515254237288136,0.527777777777778,0.507039573820396,0.461538461538462,0.463235294117647,0.491357906799083,0.791376912378303,0.794692737430168,0.793406151323779
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,786,262,262,0.6,0.2,0.2, [0.62025316 0.60759494 0.65189873 0.64102564 0.66666667],0.549618320610687,0.606870229007633,0.793893129770992,0.938209331651954,0.946564885496183,0.93765903307888,0.5390625,0.560975609756098,0.550271977539919,0.633451957295374,0.618055555555556,0.605637947269303,0.796992481203007,0.803030303030303,0.793822843822844
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svd,40,160,200,6, low_bits_4_shifted_2, svd,978,326,326,0.6,0.2,0.2, [0.81122449 0.84693878 0.81632653 0.84693878 0.84020619],0.739263803680981,0.705521472392638,0.87361963190184,0.97393117831074,0.955010224948875,0.974437627811861,0.765840220385675,0.842424242424242,0.737982307547525,0.728813559322034,0.796296296296296,0.706074977416441,0.87708830548926,0.900735294117647,0.873586320277497
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200,6, low_bits_5, svd,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.88823529 0.88235294 0.87058824 0.85882353 0.83928571],0.801418439716312,0.75886524822695,0.878186968838527,0.942992874109264,0.936320754716981,0.943396226415094,0.813333333333333,0.835616438356164,0.800161160354553,0.780645161290322,0.864285714285714,0.759607645875252,0.881542699724518,0.901408450704225,0.87805465270254
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.81333333 0.81333333 0.77666667 0.81333333 0.80201342],0.694760820045558,0.774487471526196,0.838804713804714,0.90170380078637,0.918558077436582,0.899866488651535,0.67156862745098,0.658653846153846,0.692963286713287,0.780487804878049,0.761904761904762,0.77518315018315,0.839412997903564,0.842592592592593,0.838804713804714
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200,10, low_bits_4, svdn,1616,538,538,0.600297176820208,0.199851411589896,0.199851411589896, [0.5617284  0.56481481 0.55246914 0.54347826 0.53726708],0.589473684210526,0.58421052631579,0.859427609427609,0.987608426270136,0.986386138613861,0.987623762376238,0.635514018691589,0.666666666666667,0.583333333333333,0.601010101010101,0.676136363636364,0.590519162210339,0.863002461033634,0.885521885521885,0.859427609427609
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,1074,358,358,0.6,0.2,0.2, [0.82407407 0.75925926 0.8271028  0.82242991 0.81775701],0.770949720670391,0.776536312849162,0.863128491620112,0.924200913242009,0.942271880819367,0.922718808193668,0.777173913043478,0.817142857142857,0.771959406713505,0.795918367346939,0.866666666666667,0.776029962546817,0.867924528301887,0.902466367713004,0.863259909914409
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200,12, low_bits_6, svdn,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.5326087  0.51902174 0.53804348 0.53532609 0.51912568],0.553903345724907,0.453531598513011,0.881313131313131,0.991771804717499,0.983677910772579,0.991838955386289,0.607843137254902,0.699248120300752,0.555506413091552,0.518032786885246,0.580882352941176,0.452095311808934,0.884141331142153,0.905723905723906,0.881313131313131
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,1432,477,477,0.600167644593462,0.199916177703269,0.199916177703269, [0.54513889 0.52797203 0.52447552 0.50699301 0.50699301],0.550847457627119,0.51271186440678,0.811447811447811,0.995798319327731,0.993016759776536,0.995810055865922,0.556485355648536,0.554166666666667,0.550790229885057,0.520833333333333,0.538793103448276,0.513146551724138,0.812238055322716,0.815656565656566,0.811447811447811
svm_model_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200,6, low_bits_6, svdne,912,304,304,0.6,0.2,0.2, [0.79347826 0.86813187 0.84065934 0.75824176 0.77472527],0.809210526315789,0.819078947368421,0.817105263157895,0.819672131147541,0.822368421052632,0.819078947368421,0.806666666666666,0.775641025641026,0.81011781011781,0.819672131147541,0.77639751552795,0.821765191330409,0.817105263157895,0.803363518758085,0.817344409981452
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200,6, low_bits_4, svdne,870,290,290,0.6,0.2,0.2, [0.75862069 0.82183908 0.81609195 0.79885057 0.75862069],0.737931034482759,0.751724137931034,0.786206896551724,0.824675324675325,0.875862068965517,0.813793103448276,0.712121212121212,0.652777777777778,0.737347792998478,0.716535433070866,0.654676258992806,0.747867930820906,0.78502080443828,0.788300835654596,0.786226920559539
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,1116,372,372,0.6,0.2,0.2, [0.79910714 0.82142857 0.85714286 0.81981982 0.81081081],0.790322580645161,0.758064516129032,0.856989247311828,0.913884007029877,0.931899641577061,0.912186379928315,0.784530386740332,0.739583333333333,0.792013888888889,0.744318181818182,0.668367346938776,0.76316094619666,0.856371490280777,0.838266384778013,0.857316999828831
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200,12, low_bits_5, svdn,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.52673797 0.52941176 0.5483871  0.55645161 0.52688172],0.5390625,0.5390625,0.892255892255892,0.989154013015184,0.978540772532189,0.989270386266094,0.569343065693431,0.661016949152542,0.547899778924097,0.593103448275862,0.623188405797101,0.531933185949398,0.893687707641196,0.905723905723906,0.892255892255892
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.90860215 0.88586957 0.85869565 0.86956522 0.91847826],0.811074918566775,0.771986970684039,0.902994791666667,0.977198697068404,0.976138828633406,0.977223427331887,0.809210526315789,0.78343949044586,0.81171974522293,0.768211920529801,0.734177215189873,0.773128876051312,0.902423051735429,0.887886597938144,0.903153825284861
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svd,40,160,200, zones, low_bits_4_shifted_2, svd,918,306,306,0.6,0.2,0.2, [0.79347826 0.7826087  0.8423913  0.78804348 0.81318681],0.745098039215686,0.803921568627451,0.871895424836601,0.937229437229437,0.943355119825708,0.93681917211329,0.692913385826772,0.602739726027397,0.738869863013699,0.777777777777778,0.664556962025316,0.80862983236401,0.8646408839779,0.820445609436435,0.871761266256679
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200,12, low_bits_3, svdne,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.8451087  0.80434783 0.79619565 0.7798913  0.78961749],0.687732342007435,0.657992565055762,0.817340067340067,0.859782608695652,0.860718171926007,0.859630032644179,0.618181818181818,0.515151515151515,0.684583056845831,0.6,0.503649635036496,0.660915726609157,0.810480349344978,0.781144781144781,0.817340067340067
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdn,32,168,200, zones, low_bits_4_shifted_2, svdn,1354,451,451,0.600177304964539,0.19991134751773,0.19991134751773, [0.65441176 0.63602941 0.66666667 0.64814815 0.65555556],0.649667405764967,0.623059866962306,0.801418439716312,0.912280701754386,0.921713441654357,0.911373707533235,0.630841121495327,0.602678571428571,0.64935690685966,0.599056603773585,0.587962962962963,0.621641055949567,0.798198198198198,0.79319606087735,0.801339031316638
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200,6, low_bits_4, svdne,878,292,292,0.600547195622435,0.199726402188782,0.199726402188782, [0.82386364 0.78409091 0.82954545 0.81818182 0.84482759],0.61986301369863,0.616438356164384,0.825581395348837,0.964044943820225,0.977220956719818,0.963553530751708,0.680115273775216,0.819444444444444,0.62256006006006,0.68361581920904,0.83448275862069,0.617921651419188,0.839723444374607,0.917582417582418,0.825957421325269
svm_model_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200,12, lab, svdne,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.90350877 0.86549708 0.86842105 0.84795322 0.86176471],0.87125748502994,0.895209580838323,0.875841750841751,0.880044223327805,0.93208430913349,0.872950819672131,0.880222841225627,0.957575757575757,0.872279003048234,0.903581267217631,0.970414201183432,0.894298009682625,0.883445278546029,0.941077441077441,0.875841750841751
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200,6, low_bits_6, svdne,1042,347,347,0.600230414746544,0.199884792626728,0.199884792626728, [0.84285714 0.87019231 0.86057692 0.83173077 0.85576923],0.795389048991354,0.795389048991354,0.883640552995392,0.941520467836257,0.927063339731286,0.942418426103647,0.816537467700258,0.868131868131868,0.791641691641692,0.819338422391858,0.909604519774011,0.793037554004653,0.888150609080842,0.911363636363636,0.883251911639762
svm_model_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200,10, lab, svdn,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.57586207 0.54861111 0.5625     0.56597222 0.5       ],0.513918629550321,0.513918629550321,0.702441077441077,0.829399865138233,0.852981969486824,0.824549237170596,0.526096033402923,0.525,0.513601321585903,0.530020703933747,0.563876651982379,0.515271659324523,0.710838445807771,0.731481481481482,0.702441077441078
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,1492,497,497,0.600160901045857,0.199919549477072,0.199919549477072, [0.57       0.54026846 0.52348993 0.47986577 0.59060403],0.538461538461538,0.583710407239819,0.828282828282828,0.986559139784946,0.983914209115282,0.986595174262735,0.548672566371681,0.571428571428571,0.539047619047619,0.601731601731602,0.617777777777778,0.583082437275986,0.830141548709409,0.839225589225589,0.828282828282828
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svd,32,168,200, zones, low_bits_3, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.80939227 0.8038674  0.75138122 0.79281768 0.79444444],0.774647887323944,0.778169014084507,0.872053872053872,0.903225806451613,0.913716814159292,0.902101769911504,0.812865497076023,0.945578231292517,0.768409553602463,0.806153846153846,0.956204379562044,0.784224638760614,0.878205128205128,0.922558922558923,0.872053872053872
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdn,40,160,200,6, low_bits_4_shifted_2, svdn,848,282,282,0.60056657223796,0.19971671388102,0.19971671388102, [0.65882353 0.7        0.65294118 0.65294118 0.67857143],0.588652482269503,0.627659574468085,0.644475920679887,0.722057368941642,0.860849056603774,0.668632075471698,0.662790697674419,0.844444444444444,0.599092970521542,0.710743801652893,0.871621621621622,0.614915288422751,0.707799767171129,0.85997171145686,0.64417025289155
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200,6, low_bits_5, svdn,982,327,327,0.600244498777506,0.199877750611247,0.199877750611247, [0.55555556 0.54591837 0.58673469 0.53571429 0.57653061],0.608562691131499,0.577981651376147,0.599633251833741,0.678246484698098,0.835030549898167,0.603869653767821,0.652173913043478,0.740740740740741,0.60976430976431,0.627027027027027,0.720496894409938,0.580127965277258,0.663585002568053,0.793611793611794,0.60057718634361
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,892,297,297,0.600269179004038,0.199865410497981,0.199865410497981, [0.76111111 0.74157303 0.7247191  0.71910112 0.79775281],0.737373737373737,0.720538720538721,0.845222072678331,0.922209695603157,0.917040358744395,0.922645739910314,0.73469387755102,0.765957446808511,0.738747954173486,0.720538720538721,0.732876712328767,0.720742991925973,0.844384303112314,0.851296043656207,0.845302736303535
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,826,275,275,0.600290697674419,0.199854651162791,0.199854651162791, [0.78313253 0.84337349 0.80722892 0.81097561 0.78658537],0.778181818181818,0.763636363636364,0.874273255813953,0.942891859052248,0.939467312348668,0.943099273607748,0.773234200743494,0.838709677419355,0.783593249305704,0.773519163763066,0.853846153846154,0.768302387267905,0.87454677302393,0.904047976011994,0.875155158668903
svm_model_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200,10, low_bits_6, svdne,1558,519,519,0.600154083204931,0.199922958397535,0.199922958397535, [0.84615385 0.81730769 0.83333333 0.875      0.84516129],0.701711491442543,0.718826405867971,0.80976430976431,0.863144493952896,0.870346598202824,0.862002567394095,0.726457399103139,0.782608695652174,0.700710288420146,0.746136865342163,0.836633663366337,0.720249198832927,0.817004048582996,0.849326599326599,0.80976430976431
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200,8, low_bits_2, svdn,1156,385,385,0.600207684319834,0.199896157840083,0.199896157840083, [0.52586207 0.56465517 0.53448276 0.5173913  0.62173913],0.532467532467532,0.545454545454545,0.547767393561786,0.624454148471616,0.742214532871972,0.55363321799308,0.613733905579399,0.6875,0.518891242937853,0.610244988864143,0.709844559585492,0.545026446459413,0.619484491044124,0.724208375893769,0.544786342117951
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200,10, low_bits_3, svd,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.82026144 0.81372549 0.86601307 0.82236842 0.82894737],0.741176470588235,0.8,0.818602693602693,0.848133848133848,0.863695937090432,0.845347313237221,0.762931034482759,0.834905660377359,0.74139649216051,0.817987152034261,0.896713615023474,0.79977190185136,0.826559356136821,0.864478114478115,0.818602693602694
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdn,40,160,200,6, low_bits_4_shifted_2, svdn,828,276,276,0.6,0.2,0.2, [0.68072289 0.69277108 0.64457831 0.78915663 0.65243902],0.619565217391304,0.61231884057971,0.779710144927536,0.893023255813954,0.927536231884058,0.888888888888889,0.678899082568807,0.770833333333333,0.612689393939394,0.670769230769231,0.784172661870504,0.611064433125033,0.798941798941799,0.866571018651363,0.7788199163535
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,1468,489,489,0.600163532297629,0.199918233851186,0.199918233851186, [0.56462585 0.54761905 0.54081633 0.56462585 0.57191781],0.54625550660793,0.519823788546255,0.795454545454545,0.957823129251701,0.959128065395095,0.957765667574932,0.542222222222222,0.525862068965517,0.546714818266542,0.513392857142857,0.518018018018018,0.519784871077975,0.794763513513514,0.792087542087542,0.795454545454545
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200,12, low_bits_2, svd,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.82485876 0.76553672 0.76271186 0.75988701 0.75      ],0.828947368421053,0.822368421052632,0.828282828282828,0.824214202561118,0.800904977375566,0.829185520361991,0.838509316770186,0.849056603773585,0.827976577748861,0.818791946308725,0.841379310344828,0.823205378442854,0.825491873396065,0.812289562289562,0.828282828282828
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdne,32,168,200,10, low_bits_4_shifted_2, svdne,1414,471,471,0.600169779286927,0.199915110356536,0.199915110356536, [0.81338028 0.81690141 0.86879433 0.76241135 0.80851064],0.732484076433121,0.745222929936306,0.786926994906621,0.812865497076023,0.786421499292786,0.818953323903819,0.702830188679245,0.623430962343096,0.734129274274996,0.702970297029703,0.609442060085837,0.743796660295019,0.771402550091075,0.718405428329092,0.786985212040502
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200,12, low_bits_4, svdn,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.57670455 0.52272727 0.55965909 0.59142857 0.58571429],0.570967741935484,0.535483870967742,0.869107744107744,0.980593607305936,0.978359908883827,0.980637813211845,0.575079872204473,0.559006211180124,0.571449414314894,0.52317880794702,0.530201342281879,0.535287006544666,0.868610054921842,0.865319865319865,0.869107744107744
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200,6, low_bits_5, svdn,918,306,306,0.6,0.2,0.2, [0.6576087  0.58152174 0.57608696 0.625      0.60989011],0.565359477124183,0.53921568627451,0.81437908496732,0.988986784140969,0.978213507625272,0.989106753812636,0.639566395663957,0.776315789473684,0.566729323308271,0.598290598290598,0.734265734265734,0.551181946887468,0.825552825552826,0.891246684350133,0.815468702999809
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_3_svdne,26,174,200, zones, low_bits_3, svdne,1794,598,598,0.6,0.2,0.2, [0.79166667 0.82777778 0.80167598 0.80167598 0.76256983],0.77319587628866,0.759450171821306,0.863215488215488,0.894707520891365,0.89520624303233,0.894648829431438,0.791139240506329,0.801282051282051,0.771011396011396,0.75,0.777777777777778,0.760683760683761,0.864073609368465,0.869528619528619,0.863215488215488
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200,8, low_bits_4, svd,1076,358,358,0.600446428571429,0.199776785714286,0.199776785714286, [0.74537037 0.74537037 0.74537037 0.78504673 0.77570093],0.692737430167598,0.659217877094972,0.741629464285714,0.804733727810651,0.884758364312268,0.785315985130111,0.752252252252252,0.878947368421053,0.680545112781955,0.712264150943396,0.857954545454545,0.662493756243756,0.774256460263286,0.878318584070796,0.740398030774137
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdn,40,160,200, zones, low_bits_4_shifted_2, svdn,844,281,281,0.600284495021337,0.199857752489331,0.199857752489331, [0.65294118 0.67647059 0.72619048 0.69047619 0.68452381],0.604982206405694,0.576512455516014,0.798719772403983,0.938869665513264,0.964454976303318,0.937203791469194,0.633663366336634,0.685714285714286,0.605268490374873,0.612377850162866,0.626666666666667,0.572875318066158,0.808395396073121,0.838483146067416,0.798204109056763
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200,8, low_bits_6, svd,1170,390,390,0.6,0.2,0.2, [0.82051282 0.79487179 0.84615385 0.82905983 0.78205128],0.794871794871795,0.764102564102564,0.826666666666667,0.85387323943662,0.829059829059829,0.858119658119658,0.814814814814815,0.826291079812207,0.791676613352431,0.754010695187166,0.801136363636364,0.767390611724724,0.825952626158599,0.823408624229979,0.826663328508432
svm_model_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200,10, low_bits_5, svdne,1588,529,529,0.600151171579743,0.199924414210128,0.199924414210128, [0.79245283 0.80503145 0.79245283 0.81132075 0.80696203],0.804568527918782,0.763959390862944,0.829545454545455,0.85520640788663,0.874055415617129,0.852015113350126,0.814457831325301,0.836633663366337,0.803733498349835,0.775903614457831,0.838541666666667,0.76580548679868,0.834896045658378,0.861952861952862,0.829545454545455
ensemble_model_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200,12, lab, svdne,1866,622,622,0.6,0.2,0.2, [0.86631016 0.89839572 0.91176471 0.87634409 0.90053763],0.764705882352941,0.776470588235294,0.884259259259259,0.917364016736402,0.939978563772776,0.915326902465166,0.788732394366197,0.949152542372881,0.777495979215638,0.817891373801917,0.934306569343065,0.763763454163058,0.89039457951375,0.94023569023569,0.884259259259259
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200,10, low_bits_6, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.77931034 0.82291667 0.86111111 0.80208333 0.79166667],0.76017130620985,0.753747323340471,0.832912457912458,0.884979702300406,0.907073509015257,0.882108183079057,0.79182156133829,0.876543209876543,0.755235890652557,0.778420038535645,0.901785714285714,0.759534832451499,0.843392504930966,0.89983164983165,0.832912457912458
ensemble_model_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200,10, lab, svdn,1404,468,468,0.6,0.2,0.2, [0.5212766  0.57092199 0.48214286 0.51071429 0.52142857],0.514957264957265,0.480769230769231,0.799145299145299,1,1,1,0.548707753479125,0.565573770491803,0.512697599531616,0.509090909090909,0.567567567567568,0.485003295978906,0.804329725228976,0.827054794520548,0.799192926270513
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200,8, low_bits_2, svdn,1170,390,390,0.6,0.2,0.2, [0.52136752 0.53418803 0.58547009 0.53846154 0.55555556],0.533333333333333,0.517948717948718,0.81025641025641,1,1,1,0.538071065989848,0.557894736842105,0.533947368421053,0.545893719806763,0.594736842105263,0.519868421052632,0.812942366026289,0.833160621761658,0.810488940322453
svm_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdne,40,160,200,6, low_bits_4_shifted_2, svdne,922,307,307,0.600260416666667,0.199869791666667,0.199869791666667, [0.82258065 0.83152174 0.77717391 0.83152174 0.80434783],0.648208469055374,0.736156351791531,0.778645833333333,0.836047774158523,0.835140997830803,0.836225596529284,0.64,0.607594936708861,0.649435052247048,0.727272727272727,0.696774193548387,0.736544991511036,0.776021080368906,0.760981912144703,0.778784919326945
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svdn,26,174,200, zones, low_bits_6, svdn,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.44915254 0.5        0.49717514 0.49152542 0.49715909],0.526315789473684,0.542763157894737,0.876262626262626,0.993774759479344,0.993212669683258,0.993778280542986,0.5,0.47682119205298,0.525992295372895,0.55591054313099,0.568627450980392,0.54259187118556,0.875844594594594,0.872895622895623,0.876262626262626
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,968,322,322,0.600496277915633,0.199751861042184,0.199751861042184, [0.45876289 0.49484536 0.54639175 0.53092784 0.51041667],0.493788819875776,0.546583850931677,0.805210918114144,0.994850669412976,0.997933884297521,0.994834710743802,0.495356037151703,0.536912751677852,0.496780075260891,0.568047337278107,0.588957055214724,0.546050854651387,0.807598039215686,0.827889447236181,0.805488841265149
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svdn,26,174,200, zones, low_bits_5, svdn,1818,606,606,0.6,0.2,0.2, [0.53571429 0.51373626 0.51648352 0.51098901 0.48618785],0.494623655913979,0.541218637992832,0.872474747474747,0.981236203090508,0.977997799779978,0.981298129812981,0.467924528301887,0.48062015503876,0.493643410852713,0.567567567567567,0.56,0.53968992248062,0.872313527180784,0.871212121212121,0.872474747474747
svm_model_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200,10, low_bits_4, svdne,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.73103448 0.70344828 0.72569444 0.72916667 0.6875    ],0.583690987124463,0.650214592274678,0.797558922558923,0.914835164835165,0.922437673130194,0.914127423822715,0.628352490421456,0.722466960352423,0.587174902770354,0.688336520076482,0.753138075313808,0.647494147789062,0.807676929228309,0.85016835016835,0.797558922558923
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdne,32,168,200,10, low_bits_4_shifted_2, svdne,1442,480,480,0.600333055786844,0.199833472106578,0.199833472106578, [0.77931034 0.79861111 0.82291667 0.79861111 0.77430556],0.753747323340471,0.788008565310492,0.85016835016835,0.901388888888889,0.900138696255201,0.901525658807212,0.752688172043011,0.751072961373391,0.753741608891823,0.779510022271715,0.747863247863248,0.788094714060379,0.848768054375531,0.840909090909091,0.85016835016835
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200,10, low_bits_3, svd,1512,504,504,0.6,0.2,0.2, [0.80263158 0.78807947 0.8410596  0.8013245  0.80463576],0.789351851851852,0.782407407407407,0.85563973063973,0.897269180754226,0.912698412698413,0.895502645502646,0.788863109048724,0.80188679245283,0.789579759862779,0.795652173913043,0.831818181818182,0.78147512864494,0.858789625360231,0.877946127946128,0.855639730639731
svm_model_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200,6, low_bits_5, svdne,758,252,252,0.600633914421553,0.199683042789223,0.199683042789223, [0.86842105 0.86842105 0.86184211 0.86184211 0.88666667],0.757936507936508,0.761904761904762,0.867670364500792,0.938829787234042,0.931398416886544,0.939313984168865,0.769811320754717,0.82258064516129,0.758946572580645,0.787234042553192,0.834586466165413,0.757629367536488,0.871439568899153,0.889937106918239,0.867492515120461
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdne,40,160,200,6, low_bits_4_shifted_2, svdne,856,285,285,0.600280504908836,0.199859747545582,0.199859747545582, [0.86046512 0.84883721 0.84302326 0.85294118 0.79411765],0.740350877192982,0.733333333333333,0.829593267882188,0.887272727272727,0.855140186915888,0.891355140186916,0.75974025974026,0.78,0.738148148148148,0.726618705035971,0.731884057971014,0.733288967761018,0.827781715095677,0.815642458100559,0.829652214965772
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200,8, low_bits_4, svd,1288,429,429,0.600186393289842,0.199906803355079,0.199906803355079, [0.81007752 0.79457364 0.76356589 0.73643411 0.7578125 ],0.748251748251748,0.738927738927739,0.858807082945014,0.933758978451716,0.908385093167702,0.93555900621118,0.774058577405858,0.840909090909091,0.745813397129187,0.768595041322314,0.865116279069767,0.738632905890024,0.863205417607223,0.886005560704356,0.858654139302506
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200,8, low_bits_6, svd,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.85123967 0.82644628 0.83333333 0.79583333 0.8       ],0.825436408977556,0.780548628428928,0.86839481555334,0.910016977928693,0.890365448504983,0.911960132890366,0.834123222748815,0.830188679245283,0.825147249675551,0.78,0.776119402985075,0.780559701492537,0.868,0.855172413793103,0.868554925362747
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200,12, low_bits_3, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.53651685 0.55367232 0.56779661 0.54237288 0.57062147],0.572847682119205,0.552980132450331,0.585858585858586,0.589041095890411,0.582392776523702,0.593679458239278,0.547368421052632,0.561151079136691,0.571986582513131,0.594594594594595,0.607361963190184,0.548285298141855,0.584810126582279,0.583333333333333,0.585858585858586
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200,10, low_bits_5, svdne,1488,496,496,0.6,0.2,0.2, [0.76845638 0.84563758 0.80872483 0.80872483 0.78716216],0.765765765765766,0.795045045045045,0.878367003367003,0.935967302452316,0.923387096774194,0.936827956989247,0.73469387755102,0.654545454545455,0.764772727272727,0.764857881136951,0.660714285714286,0.796266233766234,0.87138406764575,0.824074074074074,0.878367003367003
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,1404,468,468,0.6,0.2,0.2, [0.79787234 0.78014184 0.83571429 0.81785714 0.78571429],0.743589743589744,0.741452991452992,0.841452991452992,0.905247813411079,0.884615384615385,0.907407407407407,0.723502304147466,0.682608695652174,0.742564852027768,0.72686230248307,0.679324894514768,0.742259849854786,0.835037794575367,0.803250641573995,0.8414203677554
ensemble_model_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200,6, low_bits_5, svdne,808,269,269,0.600297176820208,0.199851411589896,0.199851411589896, [0.85802469 0.86419753 0.85185185 0.86419753 0.81875   ],0.724907063197026,0.747211895910781,0.853640416047548,0.928848641655886,0.888613861386139,0.931930693069307,0.727941176470588,0.744360902255639,0.725121627598408,0.742424242424242,0.784,0.749638888888889,0.849503437738732,0.83987915407855,0.853419109203018
ensemble_model_v2_N32_B168_E200_nb_zones_12_lab_svdne,32,168,200, zones, lab, svdne,1722,574,574,0.6,0.2,0.2, [0.89884393 0.87209302 0.85465116 0.85755814 0.87209302],0.877675840978593,0.914373088685015,0.932239057239057,0.947008547008547,0.965156794425087,0.945993031358885,0.873417721518987,0.816568047337278,0.879803011010411,0.906040268456376,0.854430379746835,0.912422290465134,0.932038834951456,0.929292929292929,0.932239057239057
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200,12, low_bits_2, svd,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.7679558  0.82596685 0.76243094 0.77071823 0.81388889],0.795774647887324,0.795774647887324,0.856481481481482,0.876305662451897,0.881637168141593,0.875553097345133,0.792857142857143,0.770833333333333,0.796130952380952,0.79136690647482,0.785714285714286,0.795634920634921,0.856541859486748,0.856902356902357,0.856481481481481
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_4_shifted_2_svdne,40,160,200, zones, low_bits_4_shifted_2, svdne,932,310,310,0.600515463917526,0.199742268041237,0.199742268041237, [0.82446809 0.83333333 0.82795699 0.8172043  0.83870968],0.67741935483871,0.72258064516129,0.857603092783505,0.962566844919786,0.965665236051502,0.96244635193133,0.70059880239521,0.790540540540541,0.682307307307307,0.739393939393939,0.787096774193548,0.72258064516129,0.861788617886179,0.895968790637191,0.85794608114235
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,1212,404,404,0.6,0.2,0.2, [0.48770492 0.5        0.48347107 0.45867769 0.51239669],0.53960396039604,0.485148514851485,0.8,0.991749174917492,0.991749174917492,0.991749174917492,0.575342465753425,0.617647058823529,0.538823529411765,0.507109004739336,0.535,0.485637254901961,0.805019305019305,0.825742574257426,0.8
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_shifted_2_svdne,32,168,200, zones, low_bits_4_shifted_2, svdne,1448,482,482,0.600331674958541,0.19983416252073,0.19983416252073, [0.77241379 0.79655172 0.80344828 0.75517241 0.80208333],0.780172413793103,0.806034482758621,0.866582491582492,0.915368991198375,0.933701657458564,0.913674033149171,0.792682926829268,0.859030837004405,0.781836093607688,0.813278008298755,0.827004219409283,0.805572594286139,0.870665034679723,0.898148148148148,0.866582491582492
ensemble_model_v2_N40_B160_E200_nb_zones_6_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,900,300,300,0.6,0.2,0.2, [0.87222222 0.81666667 0.81111111 0.88888889 0.83888889],0.746666666666667,0.763333333333333,0.869333333333333,0.945005611672278,0.935555555555556,0.945555555555556,0.751633986928105,0.845588235294117,0.75511119081779,0.789317507418398,0.852564102564103,0.759615384615385,0.872229465449805,0.901617250673854,0.869674060693128
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,1116,372,372,0.6,0.2,0.2, [0.82142857 0.87053571 0.87946429 0.84684685 0.86936937],0.779569892473118,0.744623655913979,0.875268817204301,0.949587534372136,0.92831541218638,0.950716845878136,0.78421052631579,0.788359788359788,0.779425795819238,0.748010610079576,0.792134831460674,0.746582879647863,0.874458874458874,0.873513513513514,0.875259430553548
svm_model_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200,12, low_bits_6, svdne,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.76988636 0.77840909 0.78693182 0.78977273 0.74147727],0.788961038961039,0.801948051948052,0.794612794612795,0.801752464403067,0.831818181818182,0.794318181818182,0.812680115273775,0.87037037037037,0.784500253678336,0.806349206349206,0.86986301369863,0.805301877219685,0.803858520900322,0.841750841750842,0.794612794612794
ensemble_model_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200,10, low_bits_4, svdne,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.75328947 0.77302632 0.77302632 0.74172185 0.70198675],0.758139534883721,0.746511627906977,0.850589225589225,0.906824146981627,0.911609498680739,0.906332453825858,0.778723404255319,0.867298578199052,0.760133307364366,0.767590618336887,0.821917808219178,0.745082126858404,0.855866829070239,0.887205387205387,0.850589225589225
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,1178,392,392,0.600407747196738,0.199796126401631,0.199796126401631, [0.75       0.75       0.77118644 0.82627119 0.74786325],0.693877551020408,0.727040816326531,0.838939857288481,0.923605150214592,0.913412563667233,0.924448217317487,0.689119170984456,0.722826086956522,0.695547658862876,0.730478589420655,0.736040609137056,0.726994663542887,0.837782340862423,0.841237113402062,0.838965330894579
svm_model_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200,12, low_bits_5, svdne,1752,584,584,0.6,0.2,0.2, [0.73295455 0.76571429 0.72285714 0.76285714 0.74571429],0.82051282051282,0.804487179487179,0.817760942760943,0.814553990610329,0.792237442922374,0.819634703196347,0.80952380952381,0.782894736842105,0.819572368421052,0.811145510835913,0.81875,0.804111842105263,0.813442481688927,0.794612794612795,0.817760942760943
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svdn,26,174,200, zones, low_bits_4, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.52185792 0.50824176 0.52747253 0.51648352 0.53846154],0.574007220216607,0.55956678700361,0.88047138047138,0.97574421168688,0.97145993413831,0.975850713501647,0.559701492537313,0.572519083969466,0.573930774861445,0.567375886524823,0.547945205479452,0.560232144724459,0.879864636209814,0.875420875420875,0.88047138047138
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,1466,488,488,0.6003276003276,0.1998361998362,0.1998361998362, [0.79591837 0.78911565 0.78571429 0.80136986 0.82191781],0.773626373626374,0.773626373626374,0.857323232323232,0.908966461327858,0.905866302864939,0.909276944065484,0.765375854214123,0.774193548387097,0.773651396042288,0.786749482401656,0.798319327731092,0.772431553266468,0.857742341586236,0.86026936026936,0.857323232323232
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svdn,40,160,200, zones, lab, svdn,1506,502,502,0.6,0.2,0.2, [0.52649007 0.44039735 0.54304636 0.51333333 0.51      ],0.468965517241379,0.517241379310345,0.806818181818182,0.988063660477454,0.98937583001328,0.98804780876494,0.478555304740406,0.532663316582914,0.473958776935525,0.560669456066946,0.567796610169492,0.512541521165148,0.811033347056402,0.829124579124579,0.806818181818182
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svd,40,160,200,8, low_bits_4_shifted_2, svd,1138,379,379,0.600210970464135,0.199894514767932,0.199894514767932, [0.8245614  0.79824561 0.78070175 0.79824561 0.82743363],0.825857519788918,0.778364116094987,0.844936708860759,0.870967741935484,0.854130052724077,0.873462214411248,0.814606741573034,0.747422680412371,0.82776539426024,0.758620689655172,0.69109947643979,0.779060376517768,0.838461538461539,0.79979035639413,0.845224265245897
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,1544,514,514,0.600311041990669,0.199844479004666,0.199844479004666, [0.73870968 0.73870968 0.80194805 0.80844156 0.78246753],0.752403846153846,0.8125,0.877525252525252,0.92772667542707,0.914507772020725,0.928756476683938,0.744416873449131,0.742574257425743,0.752128250208198,0.815165876777251,0.803738317757009,0.812760247987415,0.876011930123562,0.865319865319865,0.877525252525252
svm_model_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200,8, low_bits_2, svdne,1226,408,408,0.600391772771792,0.199804113614104,0.199804113614104, [0.82926829 0.82520325 0.72357724 0.81967213 0.82377049],0.808823529411765,0.794117647058823,0.832517140058766,0.852216748768473,0.846655791190864,0.853181076672104,0.818604651162791,0.830188679245283,0.807951482479784,0.8,0.861538461538462,0.796966413867822,0.834622823984526,0.846078431372549,0.832530409424044
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200,8, low_bits_5, svd,1244,414,414,0.6003861003861,0.19980694980695,0.19980694980695, [0.832      0.844      0.875      0.86693548 0.81451613],0.698067632850242,0.693236714975845,0.833011583011583,0.923701298701299,0.914790996784566,0.92443729903537,0.730021598272138,0.754464285714286,0.693021616541353,0.699763593380615,0.743718592964824,0.6951151104359,0.836638338054769,0.847846889952153,0.832881575453194
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200,12, low_bits_6, svd,1786,595,595,0.600134408602151,0.199932795698925,0.199932795698925, [0.80726257 0.80167598 0.82122905 0.84269663 0.8258427 ],0.813559322033898,0.715254237288135,0.824915824915825,0.843414358394573,0.83538633818589,0.844904815229563,0.826498422712934,0.83974358974359,0.811958125807047,0.729032258064516,0.81294964028777,0.720577384246449,0.826377295492487,0.833333333333333,0.824915824915825
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200,8, low_bits_6, svdn,1204,401,401,0.600199401794616,0.199900299102692,0.199900299102692, [0.56198347 0.55785124 0.56666667 0.56666667 0.5625    ],0.516209476309227,0.478802992518703,0.549351944167498,0.699460107978404,0.96843853820598,0.583887043189369,0.663194444444444,0.936274509803921,0.508746391957798,0.626118067978533,0.870646766169154,0.477823383084577,0.677373304782298,0.94240317775571,0.547778165454432
ensemble_model_v2_N32_B168_E200_nb_zones_10_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,1430,476,476,0.600335852225021,0.19983207388749,0.19983207388749, [0.75174825 0.70979021 0.81468531 0.76923077 0.72027972],0.73784355179704,0.684989429175476,0.843013468013468,0.930458970792768,0.935664335664336,0.93006993006993,0.752988047808765,0.765182186234818,0.736573394002365,0.700201207243461,0.769911504424779,0.688599476908746,0.846942962659007,0.868686868686869,0.843013468013468
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200,8, low_bits_4, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.61157025 0.58264463 0.54132231 0.5785124  0.59917355],0.595533498759305,0.598014888337469,0.592261904761905,0.637490882567469,0.722314049586777,0.589256198347107,0.636971046770601,0.740932642487047,0.601418702195904,0.658227848101266,0.753623188405797,0.593648328896776,0.641673931996513,0.732338308457711,0.592677561746165
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svd,40,160,200,8, low_bits_4_shifted_2, svd,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.75217391 0.82894737 0.84210526 0.8245614  0.80701754],0.707894736842105,0.755263157894737,0.828601472134595,0.895189003436426,0.912434325744308,0.893169877408056,0.697547683923706,0.663212435233161,0.708611565210163,0.742382271468144,0.720430107526882,0.754544950670657,0.8276955602537,0.824210526315789,0.82859685979655
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svd,32,168,200, zones, low_bits_2, svd,1828,609,609,0.600131319763624,0.199934340118188,0.199934340118188, [0.79781421 0.78142077 0.79508197 0.78688525 0.78021978],0.693430656934307,0.744525547445255,0.863636363636364,0.907205240174673,0.909190371991247,0.907002188183807,0.721854304635762,0.741496598639456,0.689645937115003,0.736842105263158,0.771653543307087,0.746370989340618,0.865,0.873737373737374,0.863636363636364
svm_model_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200,10, lab, svdne,1530,510,510,0.6,0.2,0.2, [0.88235294 0.86928105 0.84640523 0.88888889 0.85947712],0.860520094562648,0.836879432624114,0.885521885521885,0.907928388746803,0.928104575163399,0.905882352941176,0.877338877338877,0.967889908256881,0.857115685835757,0.849673202614379,0.951219512195122,0.84028865518013,0.891373801916933,0.939393939393939,0.885521885521885
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200,12, low_bits_6, svdne,1884,628,628,0.6,0.2,0.2, [0.8042328  0.81481481 0.80319149 0.82180851 0.80319149],0.74390243902439,0.739837398373984,0.862373737373737,0.895287958115183,0.907643312101911,0.893842887473461,0.760456273764259,0.826446280991735,0.745223140495868,0.75,0.768,0.739371900826446,0.865376698229724,0.884680134680135,0.862373737373737
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200,8, low_bits_2, svdne,1146,382,382,0.6,0.2,0.2, [0.8173913  0.86521739 0.80434783 0.83333333 0.8245614 ],0.753926701570681,0.714659685863874,0.83979057591623,0.909090909090909,0.898778359511344,0.910122164048866,0.778301886792453,0.887096774193548,0.757323897300856,0.737349397590361,0.801047120418848,0.714659685863874,0.844827586206896,0.876842105263158,0.839983552631579
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200,12, low_bits_5, svdne,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.79558011 0.75138122 0.77624309 0.82044199 0.77071823],0.756183745583039,0.742049469964664,0.848484848484848,0.875143184421535,0.844198895027624,0.879558011049724,0.745387453874539,0.753731343283582,0.756060302514274,0.732600732600733,0.671140939597315,0.746018230992688,0.842794759825327,0.812289562289562,0.848484848484848
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svd,32,168,200,12, low_bits_4_shifted_2, svd,1812,604,604,0.6,0.2,0.2, [0.82692308 0.78453039 0.80939227 0.79005525 0.77900552],0.75177304964539,0.709219858156028,0.792929292929293,0.819532908704883,0.852097130242826,0.812362030905077,0.746376811594203,0.691275167785235,0.755412019982843,0.672,0.631578947368421,0.705051218650653,0.795850622406639,0.807239057239057,0.792929292929293
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200,8, low_bits_5, svd,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.83057851 0.88016529 0.83057851 0.87190083 0.8677686 ],0.739454094292804,0.806451612903226,0.87797619047619,0.946655376799322,0.92396694214876,0.947933884297521,0.725848563968668,0.72020725388601,0.738675055514434,0.801020408163265,0.773399014778325,0.806699507389163,0.874233128834356,0.854145854145854,0.877811843329085
svm_model_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200,12, low_bits_4, svdne,1858,619,619,0.600129198966408,0.199935400516796,0.199935400516796, [0.76612903 0.74193548 0.76075269 0.76075269 0.74324324],0.714285714285714,0.652509652509653,0.744949494949495,0.758469945355191,0.747039827771798,0.76210979547901,0.753333333333333,0.795774647887324,0.70557963163597,0.6484375,0.709401709401709,0.657517756109306,0.746018440905281,0.749158249158249,0.744949494949495
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200,12, low_bits_3, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.51595745 0.5106383  0.52659574 0.55882353 0.51604278],0.472,0.6,0.901936026936027,0.999466666666667,0.998933901918977,0.999466950959488,0.435897435897436,0.408,0.472,0.596774193548387,0.592,0.6,0.90114552397115,0.893939393939394,0.901936026936027
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200,10, low_bits_3, svdn,1434,478,478,0.6,0.2,0.2, [0.63888889 0.57638889 0.6048951  0.54895105 0.5979021 ],0.535031847133758,0.569002123142251,0.583333333333333,0.594285714285714,0.580195258019526,0.603905160390516,0.566336633663366,0.60337552742616,0.534593746619063,0.572631578947368,0.581196581196581,0.569079303256519,0.584033613445378,0.585016835016835,0.583333333333333
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200,12, low_bits_5, svd,1758,586,586,0.6,0.2,0.2, [0.8125     0.8125     0.83238636 0.79545455 0.78857143],0.831715210355987,0.786407766990291,0.859427609427609,0.874709976798144,0.857792946530148,0.877133105802048,0.841463414634146,0.867924528301887,0.83062893081761,0.787096774193548,0.813333333333333,0.787169811320755,0.858594411515665,0.853535353535353,0.859427609427609
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200,8, low_bits_6, svdn,1192,397,397,0.600201409869083,0.199899295065458,0.199899295065458, [0.49166667 0.47478992 0.47478992 0.52521008 0.54201681],0.534005037783375,0.556675062972292,0.818227593152064,1,1,1,0.582392776523702,0.682539682539683,0.540789072039072,0.605381165919282,0.681818181818182,0.556989492919141,0.826525708793849,0.874872838250254,0.818792351328517
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svd,40,160,200, zones, low_bits_4_shifted_2, svd,1182,394,394,0.6,0.2,0.2, [0.78151261 0.74576271 0.76271186 0.80932203 0.79237288],0.776649746192893,0.779187817258883,0.867005076142132,0.925064599483204,0.908629441624365,0.926395939086294,0.792452830188679,0.844221105527638,0.775956706609973,0.787286063569682,0.851851851851852,0.782023486901536,0.868605817452357,0.884576098059244,0.867111459725888
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,1128,376,376,0.6,0.2,0.2, [0.75663717 0.77433628 0.78761062 0.80973451 0.77232143],0.805851063829787,0.784574468085106,0.875,0.928759894459103,0.936170212765957,0.928191489361702,0.803234501347709,0.776041666666667,0.806499094202898,0.778082191780822,0.751322751322751,0.784752284752285,0.874532835024026,0.866666666666667,0.875044563279857
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,1150,383,383,0.600208768267223,0.199895615866388,0.199895615866388, [0.83478261 0.83043478 0.86956522 0.84782609 0.86956522],0.796344647519582,0.785900783289817,0.88517745302714,0.946808510638298,0.928695652173913,0.947826086956522,0.811594202898551,0.803827751196172,0.795592036517626,0.804761904761905,0.880208333333333,0.785653904886562,0.887869520897044,0.892418032786885,0.885038803627485
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200,8, low_bits_4, svdn,1300,433,433,0.600184672206833,0.199907663896584,0.199907663896584, [0.55384615 0.60769231 0.56923077 0.55769231 0.57307692],0.586605080831409,0.577367205542725,0.826408125577101,0.989214175654853,0.987692307692308,0.989230769230769,0.568674698795181,0.52914798206278,0.588383514840914,0.54590570719603,0.511627906976744,0.576914870919565,0.822306238185255,0.799632352941176,0.826532317472444
ensemble_model_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200,10, lab, svdne,1482,494,494,0.6,0.2,0.2, [0.8557047  0.85135135 0.83108108 0.81756757 0.85810811],0.901565995525727,0.919463087248322,0.921296296296296,0.927457627118644,0.923076923076923,0.927800269905533,0.909090909090909,0.944206008583691,0.899673097749789,0.91705069124424,0.929906542056075,0.919888893345634,0.921855411617217,0.928451178451178,0.921296296296296
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_6_svdne,26,174,200, zones, low_bits_6, svdne,1728,576,576,0.6,0.2,0.2, [0.82369942 0.79768786 0.79768786 0.82080925 0.81976744],0.759259259259259,0.765432098765432,0.872053872053872,0.912177985948478,0.90162037037037,0.913194444444444,0.763636363636364,0.79746835443038,0.76017996034772,0.772455089820359,0.77710843373494,0.765136495348483,0.871838111298482,0.87037037037037,0.872053872053872
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200,12, low_bits_6, svd,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.81382979 0.82712766 0.84574468 0.82352941 0.81016043],0.78,0.74,0.865319865319865,0.892357373519914,0.883795309168444,0.893390191897655,0.794007490636704,0.861788617886179,0.781288009730491,0.761904761904762,0.818897637795276,0.738717111580564,0.866555462885738,0.874579124579125,0.865319865319865
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200,12, low_bits_4, svd,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.73011364 0.72159091 0.75       0.72727273 0.73295455],0.675324675324675,0.737012987012987,0.740319865319865,0.788143828960156,0.921590909090909,0.752272727272727,0.723756906077348,0.891156462585034,0.684708666075126,0.786279683377309,0.925465838509317,0.728039041703638,0.779564130046445,0.918350168350168,0.740319865319865
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_5_svdne,26,174,200, zones, low_bits_5, svdne,1782,594,594,0.6,0.2,0.2, [0.81564246 0.78089888 0.78370787 0.80337079 0.77808989],0.646464646464646,0.740740740740741,0.867845117845118,0.925085130533485,0.914702581369248,0.925925925925926,0.700854700854701,0.866197183098591,0.655679236710586,0.779369627507163,0.87741935483871,0.734484325306679,0.872461413484971,0.904040404040404,0.867845117845118
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdn,40,160,200,8, low_bits_4_shifted_2, svdn,1218,406,406,0.6,0.2,0.2, [0.63114754 0.68852459 0.61885246 0.6147541  0.64049587],0.623152709359606,0.630541871921182,0.691625615763547,0.756960120391272,0.825944170771757,0.734811165845649,0.665207877461707,0.791666666666667,0.631814641744548,0.692622950819672,0.797169811320755,0.622811709784089,0.724714160070361,0.813425468904245,0.691865143498337
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svd,32,168,200,12, low_bits_4_shifted_2, svd,1758,586,586,0.6,0.2,0.2, [0.77556818 0.77840909 0.78693182 0.82954545 0.76571429],0.799352750809061,0.783171521035599,0.854377104377104,0.876070816676185,0.872582480091012,0.876564277588168,0.784722222222222,0.724358974358974,0.800087983911513,0.75812274368231,0.686274509803922,0.782239819004525,0.850604490500864,0.829124579124579,0.854377104377104
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200,12, low_bits_2, svdn,1682,560,560,0.60028551034975,0.199857244825125,0.199857244825125, [0.48816568 0.5        0.53571429 0.49107143 0.45535714],0.567723342939481,0.527377521613833,0.547979797979798,0.555035128805621,0.563614744351962,0.548156956004756,0.56140350877193,0.551724137931034,0.567769583416384,0.514792899408284,0.502890173410405,0.52730715567072,0.550251256281407,0.553030303030303,0.547979797979798
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,1210,403,403,0.600198412698413,0.199900793650794,0.199900793650794, [0.49586777 0.54958678 0.52892562 0.51239669 0.54958678],0.558312655086849,0.521091811414392,0.80952380952381,0.989211618257261,0.985123966942149,0.989256198347107,0.538860103626943,0.514851485148515,0.558420767449879,0.534939759036144,0.557788944723618,0.521541531185338,0.808574277168495,0.806163021868787,0.80951715449875
ensemble_model_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200,12, low_bits_4, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.72651934 0.78729282 0.74722222 0.72222222 0.73333333],0.744755244755245,0.706293706293706,0.798821548821549,0.82176568573015,0.82039911308204,0.822062084257206,0.691983122362869,0.581560283687943,0.742504279775006,0.65,0.537931034482759,0.708681829298117,0.790166812993854,0.757575757575758,0.798821548821549
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200,10, low_bits_2, svd,1362,454,454,0.6,0.2,0.2, [0.82846715 0.8125     0.83088235 0.83455882 0.81617647],0.704845814977974,0.73568281938326,0.788546255506608,0.834795321637427,0.838472834067548,0.834067547723935,0.70995670995671,0.722466960352423,0.704845814977973,0.741379310344828,0.771300448430493,0.736299574864597,0.79075850043592,0.801945181255526,0.788593310557526
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200,10, low_bits_3, svdn,1484,494,494,0.600323624595469,0.199838187702265,0.199838187702265, [0.56711409 0.60738255 0.58783784 0.56418919 0.60810811],0.560538116591928,0.565022421524664,0.832491582491583,0.994623655913978,0.997304582210242,0.994609164420485,0.572052401746725,0.60091743119266,0.561423627877032,0.557077625570776,0.535087719298246,0.565708997263802,0.833053691275168,0.835858585858586,0.832491582491583
ensemble_model_v2_N40_B160_E200_nb_zones_10_lab_svdne,40,160,200, zones, lab, svdne,1454,484,484,0.600330305532618,0.199834847233691,0.199834847233691, [0.89383562 0.88013699 0.9        0.86551724 0.87241379],0.854663774403471,0.839479392624729,0.893939393939394,0.92624584717608,0.958734525447043,0.923658872077029,0.868884540117417,0.936708860759494,0.852283001808318,0.845188284518828,0.901785714285714,0.841188215792646,0.898957497995188,0.943602693602693,0.893939393939394
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200,8, low_bits_5, svdn,1206,402,402,0.6,0.2,0.2, [0.6446281  0.64049587 0.61157025 0.60833333 0.6125    ],0.539800995024876,0.539800995024876,0.713432835820896,0.84672619047619,0.943615257048093,0.829187396351575,0.593406593406593,0.733695652173913,0.554921220582369,0.612159329140461,0.705314009661836,0.5347082868822,0.746924428822496,0.855130784708249,0.714966967157274
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,1198,399,399,0.600200400801603,0.199899799599198,0.199899799599198, [0.6        0.58333333 0.6375     0.57083333 0.62605042],0.586466165413534,0.543859649122807,0.793086172344689,0.945091514143095,0.948247078464107,0.944908180300501,0.625850340136054,0.693467336683417,0.586733668341709,0.59375,0.648780487804878,0.540885089263264,0.802486848397896,0.836490528414756,0.792867620702846
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200,12, low_bits_5, svd,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.80924855 0.78323699 0.80057803 0.79360465 0.79651163],0.787692307692308,0.815384615384615,0.875841750841751,0.902007083825266,0.885283893395133,0.903823870220162,0.754448398576512,0.63855421686747,0.790975221641282,0.781021897810219,0.672955974842767,0.812381601879215,0.868830591373944,0.822390572390572,0.875841750841751
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svdn,32,168,200, zones, low_bits_3, svdn,1788,596,596,0.6,0.2,0.2, [0.61452514 0.54189944 0.53631285 0.51117318 0.53370787],0.530612244897959,0.510204081632653,0.861952861952862,0.974128233970754,0.968680089485459,0.97427293064877,0.546052631578947,0.568493150684932,0.530868196964087,0.538461538461538,0.567567567567568,0.509811181044058,0.862990810359231,0.869528619528619,0.861952861952862
svm_model_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200,8, low_bits_6, svdne,1166,388,388,0.600411946446962,0.199794026776519,0.199794026776519, [0.85042735 0.79059829 0.85042735 0.81896552 0.82758621],0.778350515463918,0.798969072164948,0.817713697219361,0.845276872964169,0.890222984562607,0.83704974271012,0.796208530805687,0.933333333333333,0.788782051282051,0.825892857142857,0.911330049261084,0.79350286246838,0.831267874165872,0.902691511387164,0.818149034382106
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svd,32,168,200, zones, low_bits_6, svd,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.82758621 0.84195402 0.80172414 0.80635838 0.81213873],0.759375,0.75625,0.874158249158249,0.917808219178082,0.926267281105991,0.91705069124424,0.786703601108033,0.830409356725146,0.754130852859217,0.770588235294118,0.879194630872483,0.764158718945013,0.878108438646555,0.906565656565657,0.874158249158249
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdn,40,160,200,8, low_bits_4_shifted_2, svdn,1328,442,442,0.600361663652803,0.199819168173599,0.199819168173599, [0.71804511 0.7406015  0.71052632 0.65789474 0.70454545],0.660633484162896,0.585972850678733,0.755424954792043,0.848175182481752,0.875,0.843373493975904,0.668141592920354,0.662280701754386,0.660579603213642,0.565320665083135,0.550925925925926,0.585197476237299,0.758805171645118,0.768050541516246,0.755402082352326
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200,8, low_bits_5, svdn,1088,362,362,0.600441501103753,0.199779249448124,0.199779249448124, [0.55045872 0.64678899 0.5412844  0.54587156 0.56481481],0.580110497237569,0.569060773480663,0.82560706401766,0.992592592592593,0.985294117647059,0.992647058823529,0.631067961165048,0.68421052631579,0.574663402692779,0.615763546798029,0.698324022346369,0.57047348658302,0.833508956796628,0.866374589266155,0.825289630561887
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200,8, low_bits_4, svdne,1262,420,420,0.600380589914367,0.199809705042816,0.199809705042816, [0.77559055 0.77380952 0.8452381  0.82142857 0.82539683],0.719047619047619,0.688095238095238,0.797335870599429,0.862042088854248,0.876386687797147,0.859746434231379,0.755186721991701,0.862559241706161,0.718360960565999,0.725366876310273,0.835748792270531,0.690174865618834,0.809991079393399,0.86558627264061,0.79746550099267
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200,12, low_bits_4, svd,1752,584,584,0.6,0.2,0.2, [0.76988636 0.76       0.74285714 0.77714286 0.74857143],0.737179487179487,0.69551282051282,0.878367003367003,0.936073059360731,0.936073059360731,0.93607305936073,0.760233918128655,0.849673202614379,0.739302010112221,0.732394366197183,0.817610062893082,0.693118756936737,0.881992650061249,0.909090909090909,0.878367003367003
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200,10, low_bits_2, svd,1480,493,493,0.600162206001622,0.199918896999189,0.199918896999189, [0.81081081 0.84797297 0.81081081 0.81081081 0.84459459],0.734375,0.734375,0.82996632996633,0.89021164021164,0.90945945945946,0.887837837837838,0.736141906873614,0.709401709401709,0.735541976196182,0.707616707616707,0.672897196261682,0.731747743429986,0.829535864978903,0.827441077441077,0.82996632996633
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200,8, low_bits_6, svdne,1112,370,370,0.600431965442765,0.199784017278618,0.199784017278618, [0.8125     0.81981982 0.84684685 0.86936937 0.85135135],0.783783783783784,0.748648648648649,0.841792656587473,0.890710382513661,0.879496402877698,0.892086330935252,0.74025974025974,0.651428571428571,0.776996336996337,0.724035608308605,0.6524064171123,0.749700476315713,0.831899024670109,0.789760348583878,0.841346983713781
ensemble_model_v2_N26_B174_E200_nb_zones_12_low_bits_4_svdne,26,174,200, zones, low_bits_4, svdne,1750,583,583,0.600137174211248,0.199931412894376,0.199931412894376, [0.75428571 0.73428571 0.74857143 0.73142857 0.74857143],0.674121405750799,0.696485623003195,0.824074074074074,0.877562326869806,0.905142857142857,0.873714285714286,0.657718120805369,0.695035460992908,0.676006102589477,0.72463768115942,0.726744186046512,0.693159327065809,0.829248366013072,0.854377104377104,0.824074074074074
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,1456,485,485,0.600164880461665,0.199917559769167,0.199917559769167, [0.54109589 0.53767123 0.58219178 0.54482759 0.6       ],0.519565217391304,0.541304347826087,0.807659932659933,0.982746721877156,0.978021978021978,0.98282967032967,0.54054054054054,0.543933054393305,0.518572862038282,0.532150776053215,0.542986425339366,0.541367689657131,0.808063838723225,0.80976430976431,0.807659932659933
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svd,32,168,200, zones, low_bits_4_shifted_2, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.73743017 0.77094972 0.7877095  0.77653631 0.80726257],0.812286689419795,0.791808873720137,0.867845117845118,0.887882219705549,0.875977653631285,0.889385474860335,0.818481848184818,0.810457516339869,0.812371615312792,0.788927335640138,0.814285714285714,0.792763772175537,0.866836301950806,0.86026936026936,0.867845117845118
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200,8, low_bits_4, svdne,1122,374,374,0.6,0.2,0.2, [0.77433628 0.76339286 0.79464286 0.73660714 0.78125   ],0.74331550802139,0.740641711229946,0.817647058823529,0.864963503649635,0.844919786096257,0.868092691622103,0.722543352601156,0.714285714285714,0.741564967695621,0.725212464589235,0.673684210526316,0.741733409610984,0.810027855153203,0.785097192224622,0.817336731705531
svm_model_N40_B160_E200_nb_zones_12_lab_svd,40,160,200,12, lab, svd,1856,618,618,0.60025873221216,0.19987063389392,0.19987063389392, [0.87365591 0.87634409 0.83602151 0.88918919 0.87567568],0.873076923076923,0.884615384615385,0.886363636363636,0.893463715903243,0.935344827586207,0.888469827586207,0.88339222614841,0.954198473282443,0.872448073850524,0.893617021276596,0.976744186046512,0.885318657908752,0.892344497607655,0.941919191919192,0.886363636363636
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svd,32,168,200, zones, low_bits_5, svd,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.79775281 0.8005618  0.79378531 0.82485876 0.81920904],0.724252491694352,0.770764119601329,0.876262626262626,0.920045045045045,0.92108229988726,0.919954904171364,0.747720364741642,0.788461538461538,0.721816976127321,0.772277227722772,0.806896551724138,0.772038019451813,0.877906976744186,0.88973063973064,0.876262626262626
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,1074,358,358,0.6,0.2,0.2, [0.51851852 0.54166667 0.59813084 0.54672897 0.55607477],0.550279329608938,0.541899441340782,0.801117318435754,0.971000935453695,0.966480446927374,0.971135940409683,0.575197889182058,0.644970414201183,0.555289439904824,0.603864734299517,0.631313131313131,0.531281565656566,0.808807733619763,0.832964601769911,0.800793813300306
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,1130,376,376,0.600425079702444,0.199787460148778,0.199787460148778, [0.76106195 0.84513274 0.76548673 0.78318584 0.80530973],0.768617021276596,0.768617021276596,0.873007438894793,0.943132108486439,0.953982300884956,0.942477876106195,0.765498652291105,0.763440860215054,0.768562535370685,0.753541076487252,0.747191011235955,0.767534899557371,0.871987145152651,0.876210979547901,0.873047777287067
svm_model_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200,12, low_bits_3, svdne,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.75714286 0.77428571 0.78857143 0.79428571 0.80747126],0.78343949044586,0.805732484076433,0.812710437710438,0.821871476888388,0.834096109839817,0.819221967963387,0.802325581395349,0.92,0.789268292682927,0.833787465940054,0.932926829268293,0.79979674796748,0.82092555331992,0.858585858585859,0.812710437710438
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200,12, low_bits_2, svdn,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.54120879 0.51923077 0.53038674 0.55801105 0.54972376],0.483985765124555,0.551601423487544,0.88510101010101,0.998896247240618,0.997794928335171,0.998897464167585,0.501718213058419,0.544776119402985,0.486673773987207,0.598726114649682,0.639455782312925,0.54733983145497,0.887050062060406,0.902356902356902,0.88510101010101
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdn,40,160,200, zones, low_bits_4_shifted_2, svdn,1290,430,430,0.6,0.2,0.2, [0.64341085 0.63178295 0.64728682 0.7248062  0.6744186 ],0.641860465116279,0.625581395348837,0.798604651162791,0.909090909090909,0.914728682170543,0.908527131782945,0.596858638743455,0.527777777777778,0.642393561786085,0.617577197149644,0.575221238938053,0.62829689397883,0.793907663017611,0.767249310027599,0.798958615502981
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,1108,369,369,0.600216684723727,0.199891657638136,0.199891657638136, [0.74774775 0.73873874 0.72522523 0.68468468 0.79090909],0.764227642276423,0.766937669376694,0.878656554712893,0.953081876724931,0.935018050541516,0.953971119133574,0.759002770083102,0.702564102564102,0.767948717948718,0.745562130177515,0.688524590163934,0.766305305834655,0.87458006718925,0.837982832618026,0.879057061823236
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,1514,504,504,0.600317208564631,0.199841395717684,0.199841395717684, [0.75328947 0.80263158 0.76490066 0.71854305 0.74503311],0.830626450116009,0.835266821345708,0.860690235690236,0.876567656765677,0.877146631439894,0.876486129458388,0.817042606516291,0.772511848341232,0.829437742352434,0.828087167070218,0.777272727272727,0.836503662214563,0.857756768371294,0.84006734006734,0.860690235690236
svm_model_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200,8, low_bits_5, svdne,1274,424,424,0.600377002827521,0.199811498586239,0.199811498586239, [0.87890625 0.80859375 0.83858268 0.84645669 0.86614173],0.787735849056604,0.778301886792453,0.880772855796418,0.945194598888006,0.934065934065934,0.945839874411303,0.794520547945205,0.809302325581395,0.787426282407923,0.789237668161435,0.830188679245283,0.778301886792453,0.881941203919739,0.888157894736842,0.880751915232315
svm_model_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200,10, low_bits_3, svdne,1540,513,513,0.600155884645362,0.199922057677319,0.199922057677319, [0.81493506 0.82467532 0.79220779 0.81493506 0.82142857],0.744019138755981,0.717703349282297,0.808922558922559,0.848844884488449,0.835064935064935,0.851298701298701,0.767895878524946,0.823255813953488,0.741677168060488,0.725581395348837,0.768472906403941,0.719120174132203,0.811305070656691,0.821548821548821,0.808922558922559
svm_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdne,40,160,200,8, low_bits_4_shifted_2, svdne,1142,380,380,0.600420609884332,0.199789695057834,0.199789695057834, [0.82173913 0.77631579 0.82894737 0.81140351 0.84210526],0.736842105263158,0.721052631578947,0.79179810725552,0.823091247672253,0.774080560420315,0.833625218914186,0.747474747474748,0.770833333333333,0.736480496453901,0.722513089005236,0.762430939226519,0.722924012326828,0.786177105831533,0.771186440677966,0.791647500088461
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svd,32,168,200, zones, low_bits_4, svd,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.72928177 0.72928177 0.72375691 0.75414365 0.74309392],0.742049469964664,0.734982332155477,0.873737373737374,0.917121046892039,0.929281767955801,0.916022099447514,0.755852842809365,0.818840579710145,0.743903048475762,0.757281553398058,0.806896551724138,0.733158420789605,0.877149877149877,0.901515151515152,0.873737373737374
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200,12, low_bits_6, svdn,1776,592,592,0.6,0.2,0.2, [0.49157303 0.54775281 0.53370787 0.51412429 0.51977401],0.466666666666667,0.54,0.553451178451178,0.637873754152824,0.756756756756757,0.570382882882883,0.574468085106383,0.76056338028169,0.481547512925655,0.646153846153846,0.79746835443038,0.525494740595472,0.630699617124957,0.762626262626263,0.553451178451178
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200,10, low_bits_6, svd,1596,532,532,0.6,0.2,0.2, [0.8125     0.7875     0.8375     0.81132075 0.81132075],0.846153846153846,0.787179487179487,0.834175084175084,0.836054866100588,0.802005012531328,0.842731829573935,0.85,0.894736842105263,0.847368421052632,0.813483146067416,0.905,0.784078947368421,0.834175084175084,0.834175084175084,0.834175084175084
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200,8, low_bits_5, svdne,1228,409,409,0.60019550342131,0.199902248289345,0.199902248289345, [0.85365854 0.8699187  0.83333333 0.84146341 0.84016393],0.789731051344743,0.755501222493888,0.863636363636364,0.922564529558701,0.90228013029316,0.924267100977199,0.778350515463918,0.733009708737864,0.790150174565976,0.740932642487047,0.690821256038647,0.756301717128235,0.85873417721519,0.82570593962999,0.863785256370442
ensemble_model_N40_B160_E200_nb_zones_12_lab_svd,40,160,200,12, lab, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.82954545 0.82670455 0.87784091 0.84       0.86      ],0.867741935483871,0.903225806451613,0.902356902356902,0.908885116015846,0.914578587699317,0.908314350797266,0.871473354231975,0.874213836477987,0.867570494397934,0.902597402597403,0.920529801324503,0.903661127077346,0.903091060985798,0.90993265993266,0.902356902356902
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200,12, low_bits_3, svdne,1734,578,578,0.6,0.2,0.2, [0.82183908 0.79885057 0.77745665 0.8150289  0.76589595],0.81619937694704,0.769470404984424,0.847643097643097,0.868767908309456,0.874279123414071,0.867935409457901,0.829971181556196,0.857142857142857,0.814192343604108,0.775757575757576,0.836601307189543,0.772467320261438,0.850536746490504,0.867003367003367,0.847643097643097
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdn,32,168,200,12, low_bits_4_shifted_2, svdn,1808,602,602,0.600265604249668,0.199867197875166,0.199867197875166, [0.67403315 0.63535912 0.65745856 0.67679558 0.675     ],0.623239436619718,0.654929577464789,0.669191919191919,0.713934022648941,0.801991150442478,0.678650442477876,0.613718411552347,0.669291338582677,0.627639299864587,0.685897435897436,0.681528662420382,0.651787953257435,0.7,0.771885521885522,0.669191919191919
ensemble_model_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdne,40,160,200,8, low_bits_4_shifted_2, svdne,1314,438,438,0.6,0.2,0.2, [0.84848485 0.87878788 0.79770992 0.77480916 0.81679389],0.744292237442922,0.753424657534247,0.865296803652968,0.942878903274943,0.942161339421613,0.942922374429224,0.73953488372093,0.685344827586207,0.748012219618346,0.711229946524064,0.642512077294686,0.747662965054269,0.860651865847898,0.831204379562044,0.865327966746287
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200,12, low_bits_5, svdn,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.55617978 0.55932203 0.57627119 0.57062147 0.56214689],0.5,0.566225165562914,0.566077441077441,0.664876957494407,0.838600451467269,0.577313769751693,0.586301369863014,0.722972972972973,0.504343629343629,0.644986449864499,0.772727272727273,0.562039312039312,0.652745031997305,0.815656565656566,0.566077441077441
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200,10, low_bits_3, svdne,1526,508,508,0.600314712824548,0.199842643587726,0.199842643587726, [0.84640523 0.8496732  0.82679739 0.83223684 0.82565789],0.68,0.684705882352941,0.802609427609428,0.872190109184329,0.889908256880734,0.86959370904325,0.71063829787234,0.826732673267327,0.686908937530524,0.739299610894942,0.852017937219731,0.676008968609865,0.815426997245179,0.872053872053872,0.802609427609428
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,1132,377,377,0.600212089077413,0.199893955461294,0.199893955461294, [0.88596491 0.89823009 0.90265487 0.90265487 0.90265487],0.740053050397878,0.748010610079576,0.879639448568399,0.970227670753065,0.978798586572438,0.969964664310954,0.748717948717949,0.78494623655914,0.740640657546586,0.767726161369193,0.801020408163265,0.745814071484948,0.883049974240083,0.904008438818565,0.879509549899688
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200,10, low_bits_4, svd,1622,540,540,0.600296076980015,0.199851961509993,0.199851961509993, [0.78527607 0.76851852 0.7808642  0.76234568 0.7808642 ],0.676392572944297,0.697612732095491,0.83459595959596,0.901936289818863,0.890258939580765,0.903205918618989,0.722727272727273,0.913793103448276,0.693349753694581,0.763485477178423,0.9064039408867,0.680213464696223,0.84423305588585,0.896464646464647,0.83459595959596
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200,10, low_bits_2, svdn,1548,516,516,0.6,0.2,0.2, [0.57741935 0.52903226 0.5516129  0.55806452 0.47727273],0.543478260869565,0.543478260869565,0.573653198653199,0.639409426462237,0.727390180878553,0.589793281653747,0.616632860040568,0.713615023474178,0.538399551538084,0.613496932515337,0.746268656716418,0.549190666386378,0.630696317900109,0.728114478114478,0.573653198653199
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svdn,32,168,200, zones, low_bits_2, svdn,1820,606,606,0.600263852242744,0.199868073878628,0.199868073878628, [0.49175824 0.54395604 0.54395604 0.53846154 0.48076923],0.539568345323741,0.535971223021583,0.88510101010101,0.991189427312775,0.989010989010989,0.991208791208791,0.546099290780142,0.566176470588235,0.540130488815244,0.550522648083624,0.556338028169014,0.535521955260978,0.885534591194969,0.888888888888889,0.88510101010101
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200,10, low_bits_6, svd,1444,481,481,0.600166251039069,0.199916874480465,0.199916874480465, [0.84137931 0.82758621 0.81944444 0.79861111 0.82291667],0.766094420600858,0.793991416309013,0.865319865319865,0.919748778785764,0.912742382271468,0.920360110803324,0.778904665314402,0.817021276595744,0.765653495440729,0.801652892561983,0.83982683982684,0.794381505019803,0.867219917012448,0.87962962962963,0.865319865319865
ensemble_model_v2_N40_B160_E200_nb_zones_8_low_bits_4_shifted_2_svdne,40,160,200, zones, low_bits_4_shifted_2, svdne,1206,402,402,0.6,0.2,0.2, [0.81818182 0.84710744 0.78512397 0.85416667 0.81666667],0.701492537313433,0.713930348258706,0.850248756218906,0.945364238410596,0.946932006633499,0.945273631840796,0.695431472081218,0.695431472081218,0.701374272625975,0.731934731934732,0.758454106280193,0.71256038647343,0.851797144263909,0.858987090367428,0.850231331823794
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200,12, low_bits_4, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.55248619 0.56629834 0.63535912 0.5801105  0.60220994],0.498233215547703,0.512367491166078,0.57449494949495,0.605078336034576,0.61878453038674,0.596132596685083,0.5,0.5546875,0.503150201612903,0.574074074074074,0.6,0.503125,0.588857259048394,0.609427609427609,0.57449494949495
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svd,40,160,200, zones, lab, svd,1740,580,580,0.6,0.2,0.2, [0.84770115 0.88505747 0.84195402 0.8591954  0.85344828],0.883647798742138,0.864779874213837,0.911195286195286,0.925863044708546,0.940229885057471,0.924712643678161,0.881789137380192,0.926174496644295,0.886164171399071,0.882191780821918,0.952662721893491,0.858881696517215,0.913701431492843,0.94023569023569,0.911195286195286
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_3_svdne,32,168,200, zones, low_bits_3, svdne,1768,589,589,0.600135777325187,0.199932111337407,0.199932111337407, [0.8079096  0.81355932 0.82485876 0.7740113  0.82386364],0.75328947368421,0.730263157894737,0.849747474747475,0.887005649717514,0.888009049773756,0.886877828054299,0.758842443729904,0.746835443037975,0.753554707820357,0.719178082191781,0.719178082191781,0.729842205652852,0.849557522123894,0.848484848484848,0.849747474747475
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,1438,479,479,0.60016694490818,0.19991652754591,0.19991652754591, [0.81597222 0.77430556 0.78125    0.77777778 0.77972028],0.812366737739872,0.808102345415778,0.86489898989899,0.901174844505874,0.906815020862309,0.900556328233658,0.829457364341085,0.93859649122807,0.815771274659678,0.832089552238806,0.925311203319502,0.804760864817646,0.871548619447779,0.916666666666667,0.86489898989899
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200,12, low_bits_6, svdn,1784,594,594,0.600269179004038,0.199865410497981,0.199865410497981, [0.55027933 0.54469274 0.51404494 0.51685393 0.53089888],0.483108108108108,0.45945945945946,0.867845117845118,0.999439147504206,0.998878923766816,0.999439461883408,0.508038585209003,0.552447552447552,0.485374103021162,0.529411764705882,0.588235294117647,0.454956807897984,0.870994248151191,0.892255892255892,0.867845117845118
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200,10, low_bits_5, svd,1418,472,472,0.600338696020322,0.199830651989839,0.199830651989839, [0.8415493  0.82394366 0.78521127 0.83450704 0.84397163],0.794491525423729,0.811440677966102,0.828535139712108,0.839325018341893,0.806770098730607,0.845557122708039,0.789587852494577,0.767932489451477,0.794604542598079,0.807775377969762,0.785714285714286,0.811660561660562,0.822912111937035,0.794763513513513,0.828621145551324
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200,10, low_bits_4, svd,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.78289474 0.80592105 0.78947368 0.79801325 0.8013245 ],0.709302325581395,0.711627906976744,0.813131313131313,0.869565217391304,0.857519788918206,0.871372031662269,0.663072776280323,0.577464788732394,0.708087233075875,0.664864864864865,0.566820276497696,0.71298760303758,0.801431127012522,0.754208754208754,0.813131313131313
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdn,32,168,200,12, low_bits_4_shifted_2, svdn,1776,592,592,0.6,0.2,0.2, [0.62921348 0.68539326 0.61797753 0.6779661  0.67231638],0.686666666666667,0.573333333333333,0.857744107744108,0.93569844789357,0.95045045045045,0.934684684684684,0.723529411764706,0.76875,0.680803571428571,0.594936708860759,0.671428571428571,0.579464285714286,0.86260162601626,0.893097643097643,0.857744107744108
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,1458,486,486,0.6,0.2,0.2, [0.82534247 0.84246575 0.83219178 0.8630137  0.88275862],0.803921568627451,0.758169934640523,0.877525252525252,0.93801652892562,0.934156378600823,0.938271604938272,0.807692307692308,0.7875,0.804708904109589,0.74245939675174,0.730593607305936,0.756963470319635,0.8762228838792,0.867003367003367,0.877525252525253
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svd,40,160,200,10, low_bits_4_shifted_2, svd,1476,492,492,0.6,0.2,0.2, [0.77027027 0.77027027 0.78378378 0.81292517 0.78911565],0.753333333333333,0.746666666666667,0.852693602693603,0.915023793337865,0.911924119241192,0.915311653116531,0.787762906309751,0.949308755760369,0.760062103202073,0.786516853932584,0.901287553648069,0.740966357469196,0.861550632911392,0.916666666666667,0.852693602693603
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200,12, low_bits_5, svdn,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.54857143 0.6        0.52873563 0.60632184 0.57183908],0.474683544303798,0.528481012658228,0.85479797979798,0.982578397212544,0.970183486238532,0.982798165137615,0.558510638297872,0.67741935483871,0.478461230214386,0.614987080103359,0.739130434782609,0.524403927068724,0.861167002012072,0.900673400673401,0.85479797979798
svm_model_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200,12, low_bits_2, svdne,1716,572,572,0.6,0.2,0.2, [0.80813953 0.75872093 0.75581395 0.79239766 0.78362573],0.83030303030303,0.809090909090909,0.826599326599327,0.830144927536232,0.834498834498834,0.829254079254079,0.814569536423841,0.710982658959538,0.836383049224992,0.767527675276753,0.662420382165605,0.802308456978756,0.820713664055701,0.793771043771044,0.826599326599327
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200,10, low_bits_2, svdn,1490,496,496,0.600322320709106,0.199838839645447,0.199838839645447, [0.53020134 0.55033557 0.51677852 0.5        0.56375839],0.534988713318284,0.54176072234763,0.827861952861953,1,1,1,0.548245614035088,0.534188034188034,0.535036600826075,0.524590163934426,0.535885167464115,0.541446857236331,0.827644332069111,0.826599326599327,0.827861952861953
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200,10, low_bits_5, svd,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.8525641  0.86538462 0.81410256 0.84193548 0.8483871 ],0.814634146341463,0.787804878048781,0.901094276094276,0.9526938239159,0.931876606683805,0.953727506426735,0.825688073394495,0.829493087557604,0.81371027434875,0.784119106699752,0.818652849740933,0.789510756667701,0.900465904277848,0.894781144781145,0.901094276094276
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.76241135 0.75886525 0.77304965 0.75886525 0.80357143],0.718550106609808,0.707889125799573,0.844842284739983,0.934797529169526,0.967329545454545,0.932528409090909,0.738095238095238,0.781512605042017,0.717596129360835,0.723232323232323,0.771551724137931,0.708560672195548,0.851791530944625,0.890971039182283,0.844802925734486
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200,12, low_bits_3, svd,1806,602,602,0.6,0.2,0.2, [0.7679558  0.77900552 0.80110497 0.76666667 0.78888889],0.852631578947368,0.814035087719298,0.813131313131313,0.811656772800863,0.832779623477298,0.806755260243632,0.825,0.761538461538462,0.845285359801489,0.810035842293907,0.729032258064516,0.822208436724566,0.812816188870152,0.811447811447811,0.813131313131313
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svdn,32,168,200, zones, low_bits_6, svdn,1746,582,582,0.6,0.2,0.2, [0.56285714 0.51142857 0.52285714 0.56034483 0.53735632],0.498412698412698,0.495238095238095,0.86026936026936,0.991394148020654,0.989690721649485,0.991408934707904,0.553672316384181,0.593939393939394,0.493636363636364,0.516717325227963,0.566666666666667,0.498484848484848,0.863149216817807,0.881313131313131,0.86026936026936
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svd,40,160,200,10, low_bits_4_shifted_2, svd,1520,506,506,0.600315955766193,0.199842022116904,0.199842022116904, [0.82565789 0.79276316 0.84210526 0.77960526 0.80263158],0.785046728971963,0.813084112149533,0.861531986531987,0.897049180327869,0.9,0.896710526315789,0.778846153846154,0.764150943396226,0.784853249475891,0.815668202764977,0.819444444444444,0.813024109014675,0.861473684210526,0.861111111111111,0.861531986531987
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200,12, low_bits_4, svdn,1834,611,611,0.600130890052356,0.199934554973822,0.199934554973822, [0.5298913  0.55978261 0.55737705 0.56557377 0.48360656],0.623616236162362,0.612546125461255,0.911616161616161,0.998365122615804,0.998909487459106,0.998364231188659,0.619402985074627,0.62406015037594,0.623624278086521,0.597701149425287,0.565217391304348,0.613435763321347,0.911167512690355,0.906565656565657,0.911616161616161
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200,10, low_bits_6, svdn,1512,504,504,0.6,0.2,0.2, [0.51973684 0.51986755 0.52649007 0.50993377 0.52317881],0.516203703703704,0.55787037037037,0.528198653198653,0.674492099322799,0.988095238095238,0.523148148148148,0.651085141903172,0.942028985507246,0.533236714975845,0.692431561996779,0.955555555555556,0.540579710144928,0.673653566229986,0.973905723905724,0.528198653198653
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200,12, low_bits_2, svdne,1710,570,570,0.6,0.2,0.2, [0.78070175 0.78070175 0.80409357 0.73099415 0.77192982],0.843843843843844,0.774774774774775,0.843434343434343,0.857142857142857,0.859649122807017,0.85672514619883,0.853107344632768,0.898809523809524,0.843344155844156,0.795640326975477,0.884848484848485,0.775757575757576,0.847290640394089,0.868686868686869,0.843434343434343
svm_model_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200,12, lab, svdn,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.51344086 0.53783784 0.50810811 0.55405405 0.51081081],0.5,0.522900763358779,0.58543771043771,0.589758019133371,0.565874730021598,0.606371490280778,0.482213438735178,0.465648854961832,0.5,0.513618677042802,0.50381679389313,0.522900763358779,0.569304766069086,0.547979797979798,0.58543771043771
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdn,32,168,200, zones, low_bits_4_shifted_2, svdn,1770,590,590,0.6,0.2,0.2, [0.65254237 0.65819209 0.61299435 0.61581921 0.58474576],0.673267326732673,0.636963696369637,0.859006734006734,0.929451287793953,0.937853107344633,0.928813559322034,0.681672025723473,0.711409395973154,0.673886516168395,0.654088050314465,0.675324675324675,0.636320055783143,0.86128364389234,0.875420875420875,0.859006734006734
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,1518,506,506,0.6,0.2,0.2, [0.53618421 0.49013158 0.52960526 0.56578947 0.56622517],0.526806526806527,0.522144522144522,0.822390572390572,0.990813648293963,0.994729907773386,0.990777338603425,0.54586129753915,0.557077625570776,0.526157860404436,0.537246049661399,0.566666666666667,0.523059360730594,0.825186412593206,0.838383838383838,0.822390572390572
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,1536,512,512,0.6,0.2,0.2, [0.85064935 0.83766234 0.82467532 0.76470588 0.82679739],0.828571428571429,0.857142857142857,0.897727272727273,0.925653047555258,0.899739583333333,0.927734375,0.826923076923077,0.778280542986425,0.831351326769595,0.846938775510204,0.834170854271357,0.855999454285,0.894393741851369,0.866161616161616,0.897727272727273
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200,10, low_bits_4, svdn,1400,466,466,0.600343053173242,0.199828473413379,0.199828473413379, [0.60357143 0.66785714 0.59285714 0.58571429 0.56428571],0.607296137339056,0.622317596566524,0.617924528301887,0.658097686375321,0.731428571428571,0.62,0.660482374768089,0.735537190082645,0.602143595041322,0.645161290322581,0.720720720720721,0.626753802983311,0.656117329216519,0.730240549828179,0.618116850256555
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svdn,32,168,200, zones, low_bits_5, svdn,1794,598,598,0.6,0.2,0.2, [0.60277778 0.57777778 0.52513966 0.55865922 0.52513966],0.494845360824742,0.587628865979381,0.873316498316498,0.980941704035874,0.975473801560758,0.981047937569677,0.476868327402135,0.507575757575758,0.495926243567753,0.61038961038961,0.591194968553459,0.587264150943396,0.873156342182891,0.872053872053872,0.873316498316498
svm_model_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200,12, low_bits_6, svdne,1818,606,606,0.6,0.2,0.2, [0.85164835 0.8543956  0.86538462 0.81043956 0.83977901],0.659498207885305,0.716845878136201,0.811026936026936,0.846796657381616,0.836083608360836,0.848734873487349,0.688524590163934,0.719178082191781,0.656581522298898,0.728522336769759,0.796992481203007,0.720414048820682,0.812212463404433,0.817340067340067,0.811026936026936
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svd,40,160,200, zones, low_bits_4_shifted_2, svd,1530,510,510,0.6,0.2,0.2, [0.8496732  0.80065359 0.81699346 0.82352941 0.79411765],0.697399527186761,0.683215130023641,0.821127946127946,0.893254747871644,0.891503267973856,0.893464052287582,0.713004484304933,0.726027397260274,0.69634703196347,0.665,0.651960784313726,0.682144775718507,0.820901812052255,0.81986531986532,0.821127946127946
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200,12, low_bits_3, svd,1730,576,576,0.600277585010409,0.199861207494795,0.199861207494795, [0.78901734 0.83526012 0.8265896  0.80635838 0.79479769],0.755417956656347,0.801857585139319,0.850589225589225,0.880090497737556,0.899421965317919,0.877456647398844,0.735785953177258,0.628571428571429,0.766988416988417,0.766423357664234,0.709459459459459,0.79472972972973,0.848355403673644,0.835858585858586,0.850589225589225
svm_model_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200,10, low_bits_2, svdne,1494,498,498,0.6,0.2,0.2, [0.77333333 0.77       0.7852349  0.74161074 0.74161074],0.82312925170068,0.782312925170068,0.815656565656566,0.825857519788918,0.838018741633199,0.823293172690763,0.815165876777251,0.839024390243902,0.824173212071104,0.798319327731092,0.805084745762712,0.780591153369161,0.818558409279205,0.831649831649832,0.815656565656566
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200,10, low_bits_6, svdn,1512,504,504,0.6,0.2,0.2, [0.52631579 0.53311258 0.51986755 0.51655629 0.54304636],0.497685185185185,0.523148148148148,0.821969696969697,1,1,1,0.535331905781584,0.550660792951542,0.494842591597722,0.523148148148148,0.551219512195122,0.524508434511658,0.824554126918291,0.836700336700337,0.821969696969697
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdne,32,168,200,12, low_bits_4_shifted_2, svdne,1782,594,594,0.6,0.2,0.2, [0.82122905 0.80617978 0.77247191 0.80337079 0.80617978],0.760942760942761,0.730639730639731,0.798821548821549,0.824098977945132,0.859708193041526,0.816498316498316,0.756013745704467,0.758620689655172,0.760889292196007,0.71830985915493,0.671052631578947,0.732078039927405,0.803615447822514,0.823232323232323,0.798821548821549
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svdn,32,168,200, zones, low_bits_4, svdn,1742,580,580,0.600275671950379,0.199862164024811,0.199862164024811, [0.55714286 0.55172414 0.52873563 0.56034483 0.54310345],0.536277602523659,0.526813880126183,0.843855218855219,0.957617411225658,0.959816303099885,0.95752009184845,0.542056074766355,0.54375,0.536206210191083,0.522292993630573,0.522292993630573,0.526771496815287,0.844183116337673,0.845959595959596,0.843855218855219
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_2_svdne,32,168,200, zones, low_bits_2, svdne,1794,598,598,0.6,0.2,0.2, [0.75       0.78888889 0.74860335 0.75698324 0.77094972],0.824742268041237,0.86254295532646,0.866582491582492,0.875138121546961,0.882943143812709,0.874024526198439,0.822299651567944,0.802721088435374,0.824971655328798,0.862068965517241,0.868055555555556,0.862599206349206,0.867197318810222,0.871212121212121,0.866582491582492
svm_model_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200,12, low_bits_5, svdne,1680,560,560,0.6,0.2,0.2, [0.79761905 0.85714286 0.84821429 0.7827381  0.77380952],0.732758620689655,0.741379310344828,0.826599326599327,0.858379715522573,0.826190476190476,0.863690476190476,0.699029126213592,0.63905325443787,0.7301411523586,0.735294117647059,0.698324022346369,0.742653135433539,0.818181818181818,0.78030303030303,0.826599326599327
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200,10, low_bits_5, svdn,1488,496,496,0.6,0.2,0.2, [0.57718121 0.55033557 0.56040268 0.59731544 0.59797297],0.540540540540541,0.542792792792793,0.608585858585859,0.716838115863563,0.889784946236559,0.648521505376344,0.6,0.71830985915493,0.547466617889153,0.621973929236499,0.722943722943723,0.535180781659655,0.678645473393227,0.826599326599327,0.608585858585859
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200,10, low_bits_4, svdn,1516,505,505,0.600158353127474,0.199920823436263,0.199920823436263, [0.57894737 0.67763158 0.58552632 0.61258278 0.59602649],0.562790697674419,0.551162790697674,0.808501683501683,0.950928381962865,0.945910290237467,0.951187335092348,0.591304347826087,0.660194174757282,0.566704230235784,0.591966173361522,0.625,0.547936893203883,0.813600983203605,0.835858585858586,0.808501683501683
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200,12, low_bits_6, svdne,1758,586,586,0.6,0.2,0.2, [0.85511364 0.82954545 0.83806818 0.80965909 0.82571429],0.702265372168285,0.715210355987055,0.861111111111111,0.914869466515323,0.916951080773606,0.914675767918089,0.687074829931973,0.639240506329114,0.703726213429458,0.704697986577181,0.695364238410596,0.714770726800235,0.85981308411215,0.851851851851852,0.861111111111111
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200,12, lab, svdn,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.53551913 0.52472527 0.53021978 0.56593407 0.5467033 ],0.534296028880867,0.472924187725632,0.884259259259259,1,1,1,0.59047619047619,0.624161073825503,0.526924286912752,0.503401360544218,0.578125,0.480337667785235,0.886877828054299,0.907407407407407,0.884259259259259
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdn,40,160,200,10, low_bits_4_shifted_2, svdn,1528,509,509,0.600157109190888,0.199921445404556,0.199921445404556, [0.69607843 0.64705882 0.66666667 0.64379085 0.66118421],0.658018867924528,0.669811320754717,0.672558922558923,0.687381103360812,0.709424083769633,0.677356020942408,0.684095860566449,0.723502304147465,0.656437142411897,0.692982456140351,0.763285024154589,0.671965092722456,0.687800963081862,0.721380471380471,0.672558922558923
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200,10, low_bits_2, svdne,1412,470,470,0.600340136054422,0.199829931972789,0.199829931972789, [0.83450704 0.84397163 0.83333333 0.79787234 0.78723404],0.765957446808511,0.795744680851064,0.852465986394558,0.90187891440501,0.917847025495751,0.90014164305949,0.771784232365145,0.735177865612648,0.768510591792499,0.7847533632287,0.799086757990868,0.795957721624916,0.853276955602537,0.856536502546689,0.852459051954776
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdne,32,168,200,12, low_bits_4_shifted_2, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.76589595 0.76589595 0.76878613 0.81686047 0.79360465],0.793846153846154,0.769230769230769,0.873316498316498,0.90846286701209,0.914252607184241,0.907879490150637,0.816438356164383,0.876470588235294,0.789848197343453,0.777448071216617,0.845161290322581,0.77258064516129,0.876588765887659,0.89983164983165,0.873316498316498
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svd,40,160,200, zones, low_bits_3, svd,1800,600,600,0.6,0.2,0.2, [0.8        0.80555556 0.81388889 0.81944444 0.76111111],0.760416666666667,0.760416666666667,0.85016835016835,0.880874316939891,0.895555555555555,0.878888888888889,0.739622641509434,0.705035971223021,0.758558254067887,0.761245674740484,0.738255033557047,0.761213847713775,0.850671140939597,0.853535353535353,0.85016835016835
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200,12, low_bits_5, svdne,1734,578,578,0.6,0.2,0.2, [0.80747126 0.83908046 0.77745665 0.83526012 0.8150289 ],0.750778816199377,0.741433021806854,0.878787878787879,0.926513815402704,0.908881199538639,0.927912341407151,0.772727272727273,0.80952380952381,0.747899159663866,0.739811912225705,0.77124183006536,0.742763772175537,0.87858347386172,0.877104377104377,0.878787878787879
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.56089744 0.51923077 0.49038462 0.51612903 0.52258065],0.507317073170732,0.490243902439024,0.823232323232323,0.994234465086483,0.997429305912596,0.994215938303342,0.495,0.487684729064039,0.507127388686609,0.496385542168675,0.497584541062802,0.490171580876229,0.823232323232323,0.823232323232323,0.823232323232323
svm_model_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200,12, low_bits_4, svdne,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.72826087 0.78688525 0.79234973 0.71584699 0.76229508],0.625,0.636029411764706,0.765572390572391,0.804180418041804,0.798034934497817,0.805676855895197,0.625,0.62962962962963,0.625033792917005,0.662116040955632,0.708029197080292,0.635496080021627,0.766261015526647,0.768518518518518,0.765572390572391
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,1462,487,487,0.600164203612479,0.19991789819376,0.19991789819376, [0.80952381 0.82191781 0.84589041 0.79452055 0.82876712],0.728665207877462,0.778993435448578,0.828703703703704,0.878666666666667,0.901504787961696,0.875512995896033,0.700483091787439,0.609243697478992,0.733845593031733,0.739018087855297,0.65296803652968,0.773963009861479,0.823120382442416,0.797138047138047,0.828703703703704
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,1532,510,510,0.600313479623824,0.199843260188088,0.199843260188088, [0.63311688 0.60130719 0.55555556 0.56862745 0.62418301],0.575829383886256,0.568720379146919,0.808080808080808,0.938110749185668,0.939947780678851,0.93798955613577,0.562347188264059,0.560975609756098,0.575418680454086,0.566666666666667,0.548387096774194,0.569315499606609,0.807106598984771,0.803030303030303,0.808080808080808
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_6_svdne,32,168,200, zones, low_bits_6, svdne,1908,636,636,0.6,0.2,0.2, [0.80890052 0.78272251 0.84816754 0.81413613 0.77105263],0.773504273504274,0.811965811965812,0.892676767676768,0.915598290598291,0.89832285115304,0.917190775681342,0.776371308016878,0.773109243697479,0.77351114358787,0.798165137614679,0.756521739130435,0.811033978808915,0.890416845724108,0.872053872053872,0.892676767676768
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200,10, low_bits_5, svdn,1642,547,547,0.600146198830409,0.199926900584795,0.199926900584795, [0.62121212 0.55487805 0.56097561 0.53963415 0.59756098],0.610354223433242,0.580381471389646,0.85479797979798,0.969887076537014,0.941534713763703,0.970767356881851,0.646913580246914,0.693121693121693,0.607796801617026,0.628019323671497,0.730337078651685,0.584745258902562,0.857024450891007,0.87037037037037,0.85479797979798
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdn,40,160,200,10, low_bits_4_shifted_2, svdn,1556,518,518,0.600308641975309,0.199845679012346,0.199845679012346, [0.6474359  0.66666667 0.64423077 0.60967742 0.68064516],0.692682926829268,0.639024390243902,0.853114478114478,0.952978056426332,0.976863753213368,0.951799485861182,0.653846153846154,0.561320754716981,0.697327044025157,0.579545454545454,0.515151515151515,0.634934248141795,0.848983124188663,0.825757575757576,0.853114478114478
svm_model_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200,10, low_bits_6, svdne,1498,499,499,0.600160256410256,0.199919871794872,0.199919871794872, [0.87333333 0.85       0.84666667 0.87       0.8557047 ],0.744874715261959,0.749430523917996,0.827861952861953,0.87040887040887,0.83845126835781,0.875166889185581,0.722772277227723,0.672811059907834,0.744063187611575,0.738095238095238,0.698198198198198,0.750020758085274,0.819585355094839,0.781986531986532,0.827861952861953
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_shifted_2_svdne,32,168,200, zones, low_bits_4_shifted_2, svdne,1774,591,591,0.600135317997294,0.199932341001353,0.199932341001353, [0.78651685 0.77247191 0.74576271 0.78813559 0.76271186],0.81063122923588,0.820598006644518,0.872053872053872,0.891633913531724,0.895152198421646,0.891206313416009,0.8,0.76510067114094,0.810181914517838,0.825806451612903,0.842105263157895,0.82038149063935,0.872053872053872,0.872053872053872,0.872053872053872
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_5_svdne,32,168,200, zones, low_bits_5, svdne,1718,572,572,0.600279524807827,0.199860237596087,0.199860237596087, [0.78488372 0.80232558 0.73837209 0.80232558 0.78070175],0.793313069908815,0.747720364741641,0.88510101010101,0.927981109799292,0.915017462165308,0.928987194412107,0.782051282051282,0.74390243902439,0.793163340724316,0.722408026755853,0.654545454545455,0.7480044345898,0.881561822125813,0.855218855218855,0.88510101010101
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svdn,40,160,200, zones, lab, svdn,1782,594,594,0.6,0.2,0.2, [0.53351955 0.48033708 0.53089888 0.54775281 0.54494382],0.454545454545455,0.508417508417508,0.862373737373737,0.989355742296919,0.991021324354658,0.989337822671156,0.433566433566434,0.416107382550336,0.454675312896789,0.516556291390728,0.527027027027027,0.508479956466534,0.862199747155499,0.861111111111111,0.862373737373737
ensemble_model_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200,12, low_bits_4, svdne,1758,586,586,0.6,0.2,0.2, [0.74431818 0.76420455 0.76704545 0.78409091 0.76285714],0.673139158576052,0.70873786407767,0.833754208754209,0.884484711211778,0.888509670079636,0.883959044368601,0.717086834733894,0.859060402684564,0.679530201342282,0.744318181818182,0.81875,0.704677013422819,0.840404040404041,0.875420875420875,0.833754208754209
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200,12, low_bits_3, svdn,1710,570,570,0.6,0.2,0.2, [0.56725146 0.5877193  0.55263158 0.59649123 0.60233918],0.552552552552553,0.531531531531532,0.591750841750842,0.603458556946929,0.591812865497076,0.611111111111111,0.591780821917808,0.627906976744186,0.54997833309259,0.569060773480663,0.639751552795031,0.534992055467283,0.596505823627288,0.603535353535353,0.591750841750842
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200,10, low_bits_4, svdne,1550,516,516,0.600309837335399,0.199845081332301,0.199845081332301, [0.76774194 0.77419355 0.77096774 0.79032258 0.76774194],0.728813559322034,0.736077481840194,0.796717171717172,0.837064676616916,0.868387096774194,0.830967741935484,0.758620689655172,0.866995073891626,0.73111658456486,0.761487964989059,0.828571428571429,0.73448275862069,0.809015421115065,0.861111111111111,0.796717171717172
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200,10, low_bits_6, svdne,1452,484,484,0.6,0.2,0.2, [0.81506849 0.81724138 0.82758621 0.84827586 0.80344828],0.82034632034632,0.803030303030303,0.877946127946128,0.917261055634807,0.885674931129477,0.920110192837466,0.811791383219955,0.781659388646288,0.820014243679367,0.784869976359338,0.71244635193133,0.803821429240774,0.872021182700794,0.831649831649832,0.877946127946128
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200,12, low_bits_2, svd,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.81491713 0.81767956 0.8121547  0.84530387 0.82596685],0.706713780918728,0.703180212014134,0.807659932659933,0.842391304347826,0.856353591160221,0.839779005524862,0.695970695970696,0.620915032679739,0.714303670186023,0.65,0.6,0.695424836601307,0.805779855503612,0.797979797979798,0.807659932659933
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,1530,510,510,0.6,0.2,0.2, [0.52941176 0.55555556 0.54248366 0.58496732 0.52941176],0.57919621749409,0.57919621749409,0.830808080808081,0.96969696969697,0.962091503267974,0.969934640522876,0.600896860986547,0.650485436893204,0.581003087110196,0.624472573839662,0.682027649769585,0.576450718088676,0.835110746513536,0.856902356902357,0.830808080808081
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdn,40,160,200, zones, low_bits_4_shifted_2, svdn,1560,520,520,0.6,0.2,0.2, [0.68269231 0.65064103 0.70512821 0.66346154 0.67307692],0.634803921568627,0.637254901960784,0.842592592592593,0.951965065502184,0.978205128205128,0.950641025641026,0.632098765432099,0.663212435233161,0.636257380407278,0.652582159624413,0.646511627906977,0.636727316544162,0.846343467543139,0.867003367003367,0.842592592592593
svm_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,1798,599,599,0.600133511348465,0.199933244325768,0.199933244325768, [0.87777778 0.84722222 0.84166667 0.83888889 0.85195531],0.833910034602076,0.813148788927336,0.883838383838384,0.904185022026432,0.913236929922136,0.903225806451613,0.83448275862069,0.828767123287671,0.833963981224255,0.804347826086956,0.776223776223776,0.812769422358464,0.884130982367758,0.886363636363636,0.883838383838384
ensemble_model_v2_N32_B168_E200_nb_zones_12_low_bits_4_svdne,32,168,200, zones, low_bits_4, svdne,1740,580,580,0.6,0.2,0.2, [0.76436782 0.77298851 0.73563218 0.72988506 0.75862069],0.682389937106918,0.69811320754717,0.846380471380471,0.904977375565611,0.919540229885058,0.903448275862069,0.693009118541033,0.786206896551724,0.690791309547538,0.740540540540541,0.791907514450867,0.689057205501296,0.852047020672882,0.884680134680135,0.846380471380471
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,1450,483,483,0.600165562913907,0.199917218543046,0.199917218543046, [0.82758621 0.84827586 0.85172414 0.84482759 0.84827586],0.717062634989201,0.771058315334773,0.868686868686869,0.948168624740843,0.946206896551724,0.948275862068965,0.75422138836773,0.901345291479821,0.723589312406577,0.799242424242424,0.879166666666667,0.766937593423019,0.875598086124402,0.924242424242424,0.868686868686869
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200,10, low_bits_4, svdne,1562,520,520,0.600307455803228,0.199846272098386,0.199846272098386, [0.77707006 0.81730769 0.7275641  0.75641026 0.73076923],0.71007371007371,0.73955773955774,0.844276094276094,0.907124681933842,0.912932138284251,0.906530089628681,0.724299065420561,0.748792270531401,0.7093961352657,0.75,0.795,0.740495169082126,0.847359735973597,0.864478114478115,0.844276094276094
svm_model_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200,10, low_bits_5, svdne,1546,515,515,0.600155279503105,0.199922360248447,0.199922360248447, [0.82258065 0.81612903 0.81290323 0.8474026  0.84415584],0.775903614457831,0.744578313253012,0.827441077441077,0.858103564223268,0.825355756791721,0.863518758085382,0.783216783216783,0.835820895522388,0.777723531873344,0.760180995475113,0.785046728971963,0.743269633142698,0.826123833757422,0.81986531986532,0.827441077441077
svm_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdne,40,160,200,10, low_bits_4_shifted_2, svdne,1472,490,490,0.600326264274062,0.199836867862969,0.199836867862969, [0.7972973  0.80612245 0.8537415  0.80272109 0.76190476],0.716814159292035,0.712389380530973,0.799242424242424,0.845665961945032,0.815217391304348,0.851222826086956,0.739837398373984,0.794759825327511,0.715765562887971,0.730290456431535,0.789237668161435,0.713396126657137,0.800668616798997,0.806397306397306,0.799242424242424
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200,12, low_bits_3, svdn,1760,586,586,0.600272851296044,0.199863574351978,0.199863574351978, [0.59090909 0.53693182 0.57102273 0.58522727 0.55397727],0.62987012987013,0.590909090909091,0.896885521885522,0.997160704145372,0.997727272727273,0.997159090909091,0.676136363636364,0.716867469879518,0.622518241982013,0.625,0.73943661971831,0.601646020702528,0.899959167006942,0.927609427609428,0.896885521885522
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200,12, low_bits_2, svd,1832,610,610,0.600262123197903,0.199868938401048,0.199868938401048, [0.85054348 0.80327869 0.86065574 0.83060109 0.80054645],0.724264705882353,0.698529411764706,0.866161616161616,0.91206990715456,0.911572052401747,0.912117903930131,0.714828897338403,0.671428571428571,0.725865800865801,0.661157024793388,0.606060606060606,0.695887445887446,0.863869863013699,0.849326599326599,0.866161616161616
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,1744,581,581,0.60013764624914,0.19993117687543,0.19993117687543, [0.80857143 0.84857143 0.8591954  0.85632184 0.84195402],0.924050632911392,0.943037974683544,0.903619528619529,0.897758337889557,0.94151376146789,0.892775229357798,0.920529801324503,0.891025641025641,0.92363782051282,0.943396226415094,0.9375,0.943108974358974,0.906492445896284,0.934343434343434,0.903619528619528
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,1504,501,501,0.600159616919393,0.199920191540303,0.199920191540303, [0.75827815 0.74834437 0.77       0.80666667 0.77333333],0.73394495412844,0.692660550458716,0.847222222222222,0.925706771860618,0.936170212765957,0.924867021276596,0.737556561085973,0.815,0.740127118644068,0.730923694779116,0.771186440677966,0.685593220338983,0.852498984152783,0.882996632996633,0.847222222222222
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200,10, low_bits_5, svdne,1508,502,502,0.60031847133758,0.19984076433121,0.19984076433121, [0.90066225 0.86754967 0.86092715 0.82119205 0.9       ],0.716589861751152,0.751152073732719,0.865740740740741,0.939560439560439,0.907161803713528,0.941644562334218,0.734341252699784,0.779816513761468,0.716297145769623,0.770212765957447,0.837962962962963,0.751550288820931,0.866471326915027,0.871212121212121,0.865740740740741
ensemble_model_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdne,40,160,200,10, low_bits_4_shifted_2, svdne,1446,482,482,0.6,0.2,0.2, [0.7862069  0.78965517 0.78275862 0.83680556 0.82986111],0.733333333333333,0.701075268817204,0.842592592592593,0.924438393464942,0.939142461964039,0.923236514522822,0.746938775510204,0.795652173913043,0.733996299722479,0.731141199226306,0.804255319148936,0.69995374653099,0.848949919224556,0.884680134680135,0.842592592592593
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200,12, low_bits_6, svd,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.84530387 0.79834254 0.82596685 0.82872928 0.84254144],0.812720848056537,0.837455830388693,0.835016835016835,0.843733333333333,0.874033149171271,0.838121546961326,0.838905775075988,0.932432432432432,0.806956956956957,0.844594594594594,0.925925925925926,0.841341341341341,0.8432,0.887205387205387,0.835016835016835
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,1408,469,469,0.600170502983802,0.199914748508099,0.199914748508099, [0.87588652 0.84397163 0.81560284 0.79432624 0.84285714],0.818763326226013,0.805970149253731,0.887894288150043,0.937544867193108,0.927556818181818,0.938210227272727,0.822546972860125,0.841880341880342,0.818812511365703,0.800875273522976,0.785407725321888,0.805839455881283,0.887075998282525,0.882152006831768,0.887884514054182
ensemble_model_v2_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200, zones, lab, svdne,1870,623,623,0.60012836970475,0.199935815147625,0.199935815147625, [0.89304813 0.88502674 0.88235294 0.9144385  0.88235294],0.818181818181818,0.798418972332016,0.922558922558923,0.953943885653785,0.963636363636364,0.953475935828877,0.821705426356589,0.898305084745763,0.823226616446956,0.821052631578947,0.866666666666667,0.793502824858757,0.924342105263158,0.946127946127946,0.922558922558923
ensemble_model_v2_N40_B160_E200_nb_zones_10_low_bits_4_shifted_2_svdne,40,160,200, zones, low_bits_4_shifted_2, svdne,1592,530,530,0.600301659125188,0.199849170437406,0.199849170437406, [0.828125   0.83647799 0.85220126 0.82075472 0.86477987],0.724489795918367,0.744897959183674,0.875420875420875,0.945205479452055,0.953517587939698,0.944723618090452,0.739130434782609,0.82258064516129,0.729251487629189,0.769585253456221,0.810679611650485,0.741361311201587,0.879380603096985,0.908249158249158,0.875420875420875
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svd,40,160,200, zones, low_bits_2, svd,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.85359116 0.79005525 0.83977901 0.80939227 0.81491713],0.763250883392226,0.713780918727915,0.855218855218855,0.891231964483907,0.887292817679558,0.89171270718232,0.763250883392226,0.724832214765101,0.765401182009416,0.689655172413793,0.671641791044776,0.711659821696885,0.853367433930094,0.842592592592593,0.855218855218855
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svdn,40,160,200, zones, low_bits_3, svdn,1708,569,569,0.600140548137737,0.199929725931131,0.199929725931131, [0.55847953 0.52339181 0.5994152  0.54385965 0.56764706],0.535928143712575,0.5,0.841329966329966,0.967892586106246,0.970725995316159,0.967798594847775,0.575342465753425,0.62874251497006,0.535928143712575,0.524216524216524,0.550898203592814,0.5,0.844792095512557,0.863636363636364,0.841329966329966
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200,12, low_bits_4, svd,1796,598,598,0.600267379679144,0.199866310160428,0.199866310160428, [0.74166667 0.78888889 0.76388889 0.73743017 0.77932961],0.717241379310345,0.696551724137931,0.862373737373737,0.912044817927171,0.906458797327394,0.912583518930957,0.740506329113924,0.774834437086093,0.714755348039449,0.687943262411348,0.697841726618705,0.696602982514651,0.862778010910617,0.865319865319865,0.862373737373737
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200,12, low_bits_6, svd,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.80167598 0.78212291 0.83519553 0.84078212 0.7877095 ],0.839590443686007,0.829351535836178,0.870791245791246,0.880546075085324,0.864804469273743,0.88268156424581,0.803347280334728,0.676056338028169,0.834716910735939,0.8046875,0.682119205298013,0.83401734912788,0.863737239236574,0.819023569023569,0.870791245791246
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200,12, low_bits_5, svd,1852,617,617,0.600129617627997,0.199935191186001,0.199935191186001, [0.86290323 0.87027027 0.87837838 0.84594595 0.85675676],0.744274809160305,0.774809160305344,0.857323232323232,0.885545405695862,0.889848812095032,0.884989200863931,0.71244635193133,0.68595041322314,0.740138327178946,0.773946360153257,0.716312056737589,0.779643631674579,0.856050955414013,0.848484848484848,0.857323232323232
svm_model_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200,12, low_bits_3, svdne,1804,601,601,0.600133067198935,0.199933466400532,0.199933466400532, [0.8121547  0.84530387 0.83611111 0.83611111 0.84166667],0.713286713286713,0.727272727272727,0.819444444444444,0.846548773531089,0.822616407982262,0.850886917960089,0.761627906976744,0.935714285714286,0.717857142857143,0.777142857142857,0.931506849315068,0.722896281800391,0.824683285655905,0.849326599326599,0.819444444444444
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svd,40,160,200,12, low_bits_4_shifted_2, svd,1814,604,604,0.600264725347452,0.199867637326274,0.199867637326274, [0.84065934 0.83791209 0.81767956 0.82320442 0.84530387],0.629893238434164,0.594306049822064,0.83543771043771,0.902754356379989,0.885336273428886,0.904630650496141,0.684848484848485,0.733766233766234,0.618851620820125,0.632258064516129,0.771653543307087,0.609852745679517,0.838362959900785,0.853535353535353,0.83543771043771
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200,12, low_bits_4, svd,1736,578,578,0.600276625172891,0.199861687413555,0.199861687413555, [0.75574713 0.72988506 0.78448276 0.78612717 0.73410405],0.69375,0.74375,0.80976430976431,0.84367816091954,0.845622119815668,0.84331797235023,0.662068965517241,0.578313253012048,0.698247535596933,0.705035971223021,0.636363636363636,0.73986856516977,0.804159445407279,0.781144781144781,0.80976430976431
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200,12, low_bits_2, svdn,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.47740113 0.53977273 0.61647727 0.59090909 0.58238636],0.530944625407166,0.54071661237785,0.561447811447811,0.624317617866005,0.713961407491487,0.570374574347333,0.60655737704918,0.74496644295302,0.537040183501827,0.617886178861789,0.721518987341772,0.535256137966188,0.621090909090909,0.718855218855219,0.561447811447811
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svd,40,160,200, zones, low_bits_6, svd,1734,578,578,0.6,0.2,0.2, [0.8591954  0.8591954  0.84971098 0.84393064 0.85260116],0.735202492211838,0.688473520249221,0.878787878787879,0.939801285797779,0.927335640138408,0.940599769319492,0.76056338028169,0.789473684210526,0.73140350877193,0.693251533742331,0.753333333333333,0.692456140350877,0.879598662207358,0.885521885521885,0.878787878787879
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200,12, low_bits_5, svd,1740,580,580,0.6,0.2,0.2, [0.86781609 0.85632184 0.84195402 0.84770115 0.85344828],0.70440251572327,0.726415094339623,0.888888888888889,0.951262477980035,0.931034482758621,0.952298850574712,0.711656441717791,0.716049382716049,0.704178537511871,0.723809523809524,0.730769230769231,0.726495726495726,0.887372013651877,0.875420875420875,0.888888888888889
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200,12, low_bits_3, svdne,1788,596,596,0.6,0.2,0.2, [0.81284916 0.83519553 0.80446927 0.8603352  0.79494382],0.77891156462585,0.772108843537415,0.856481481481482,0.883824346859366,0.889261744966443,0.883109619686801,0.786885245901639,0.851063829787234,0.781741065220414,0.787301587301587,0.810457516339869,0.770476985120289,0.859032658123192,0.874579124579125,0.856481481481481
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svd,40,160,200,12, low_bits_4_shifted_2, svd,1756,585,585,0.600136705399863,0.199931647300068,0.199931647300068, [0.83522727 0.82102273 0.79261364 0.81714286 0.78857143],0.732258064516129,0.729032258064516,0.866161616161616,0.912968299711816,0.902050113895216,0.914009111617312,0.706713780918728,0.680272108843537,0.729706606569008,0.729032258064516,0.693251533742331,0.730979508367764,0.86340206185567,0.845959595959596,0.866161616161616
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svd,40,160,200, zones, low_bits_4, svd,1778,592,592,0.600270087778528,0.199864956110736,0.199864956110736, [0.78089888 0.7752809  0.77247191 0.77808989 0.78531073],0.732441471571906,0.712374581939799,0.894781144781145,0.952272727272727,0.942632170978628,0.952755905511811,0.751552795031056,0.817567567567567,0.733287095042062,0.747058823529412,0.841059602649007,0.711070341865044,0.896779521056978,0.914141414141414,0.894781144781145
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200,12, low_bits_6, svdn,1676,558,558,0.600286532951289,0.199856733524355,0.199856733524355, [0.52678571 0.58333333 0.5297619  0.55389222 0.53892216],0.477142857142857,0.488571428571429,0.542508417508418,0.534958306606799,0.497613365155131,0.567422434367542,0.469565217391304,0.48502994011976,0.477487647655509,0.475073313782991,0.442622950819672,0.490772553254147,0.515812917594655,0.487373737373737,0.542508417508418
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200,12, low_bits_2, svdn,1680,560,560,0.6,0.2,0.2, [0.51488095 0.50892857 0.48809524 0.48809524 0.47619048],0.514367816091954,0.488505747126437,0.853956228956229,1,1,1,0.507288629737609,0.5,0.514367816091954,0.485549132947977,0.482758620689655,0.488505747126437,0.853524693963698,0.851010101010101,0.853956228956229
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svd,40,160,200, zones, low_bits_5, svd,1762,587,587,0.600136239782016,0.199931880108992,0.199931880108992, [0.80508475 0.81534091 0.84943182 0.83806818 0.81534091],0.771986970684039,0.798045602605863,0.885942760942761,0.919792267743797,0.904653802497162,0.9211123723042,0.78125,0.856164383561644,0.775908278737344,0.818713450292398,0.869565217391304,0.794371649791542,0.886847599164927,0.893939393939394,0.885942760942761
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_3_svdne,40,160,200, zones, low_bits_3, svdne,1764,588,588,0.6,0.2,0.2, [0.81638418 0.83898305 0.80113636 0.79545455 0.80681818],0.803921568627451,0.816993464052288,0.877104377104377,0.902004454342984,0.918367346938775,0.900226757369614,0.784172661870504,0.698717948717949,0.806025641025641,0.797101449275362,0.733333333333333,0.815384615384615,0.875744680851064,0.866161616161616,0.877104377104377
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svd,40,160,200, zones, low_bits_4_shifted_2, svd,1880,626,626,0.600255427841635,0.199872286079183,0.199872286079183, [0.85904255 0.80851064 0.8537234  0.81914894 0.83510638],0.717741935483871,0.713709677419355,0.886784511784512,0.932346723044398,0.938297872340426,0.931914893617021,0.715447154471545,0.698412698412698,0.718058808222743,0.695278969957082,0.663934426229508,0.712919594067135,0.886545761282159,0.884680134680135,0.886784511784512
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200,12, low_bits_4, svdn,1830,610,610,0.6,0.2,0.2, [0.59289617 0.65300546 0.59836066 0.6147541  0.5273224 ],0.608058608058608,0.582417582417582,0.623737373737374,0.660272589601212,0.714754098360656,0.63224043715847,0.599250936329588,0.634920634920635,0.609977324263039,0.634615384615385,0.673469387755102,0.574829931972789,0.65078125,0.701178451178451,0.623737373737374
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200,12, low_bits_6, svdn,1790,596,596,0.600268276324614,0.199865861837693,0.199865861837693, [0.51396648 0.4972067  0.5        0.57821229 0.55865922],0.546075085324232,0.491467576791809,0.881313131313131,1,1,1,0.58307210031348,0.6,0.542753623188406,0.53582554517134,0.623188405797101,0.498690977092099,0.883950617283951,0.904040404040404,0.881313131313131
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svdn,40,160,200, zones, low_bits_2, svdn,1876,625,625,0.600127959053103,0.199936020473449,0.199936020473449, [0.50797872 0.5212766  0.51595745 0.51604278 0.56417112],0.568,0.544,0.900673400673401,0.992537313432836,0.992537313432836,0.992537313432836,0.593984962406015,0.626984126984127,0.56752432155658,0.536585365853659,0.532258064516129,0.543906810035842,0.901172529313233,0.905723905723906,0.900673400673401
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200,12, low_bits_5, svdn,1764,588,588,0.6,0.2,0.2, [0.57344633 0.5819209  0.59659091 0.56534091 0.54545455],0.53921568627451,0.555555555555556,0.573232323232323,0.688108336859924,0.921768707482993,0.582199546485261,0.684563758389262,1,0.53921568627451,0.692307692307692,1,0.555555555555556,0.688191881918819,0.941919191919192,0.573232323232323
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdn,40,160,200,12, low_bits_4_shifted_2, svdn,1758,586,586,0.6,0.2,0.2, [0.68465909 0.64772727 0.69602273 0.63636364 0.68571429],0.653721682847896,0.621359223300971,0.688131313131313,0.717331875341717,0.746302616609784,0.705915813424346,0.62190812720848,0.57516339869281,0.652966314731021,0.616393442622951,0.602564102564102,0.621543489190548,0.693421597021101,0.705387205387205,0.688131313131313
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200,12, low_bits_4, svdn,1748,582,582,0.600274725274725,0.199862637362637,0.199862637362637, [0.60285714 0.67142857 0.61428571 0.61142857 0.66091954],0.493630573248408,0.464968152866242,0.816498316498316,0.93767867352773,0.938215102974828,0.937643020594966,0.557103064066852,0.617283950617284,0.489563027940221,0.514450867052023,0.585526315789474,0.468689083820663,0.822330888345558,0.849326599326599,0.816498316498317
svm_model_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200,12, low_bits_2, svdne,1782,594,594,0.6,0.2,0.2, [0.84078212 0.83988764 0.81460674 0.78651685 0.77808989],0.784511784511784,0.734006734006734,0.833333333333333,0.856004553215709,0.843995510662177,0.858024691358025,0.766423357664234,0.75,0.782643312101911,0.73037542662116,0.681528662420382,0.737192902638762,0.82960413080895,0.811447811447811,0.833333333333333
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svdn,40,160,200, zones, low_bits_6, svdn,1810,603,603,0.600132625994695,0.199933687002653,0.199933687002653, [0.50828729 0.49171271 0.53038674 0.48342541 0.54696133],0.46643109540636,0.568904593639576,0.875,0.986710963455149,0.984530386740331,0.986740331491713,0.498338870431894,0.513698630136986,0.464878512148785,0.548148148148148,0.54014598540146,0.568018198180182,0.875052587294909,0.875420875420875,0.875
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200,12, low_bits_5, svdn,1922,640,640,0.600249843847595,0.199875078076202,0.199875078076202, [0.62176166 0.58072917 0.6015625  0.60416667 0.5703125 ],0.590308370044053,0.533039647577092,0.888888888888889,0.965072541644277,0.934443288241415,0.966181061394381,0.673684210526316,0.8,0.577570093457944,0.613138686131387,0.785046728971963,0.546690031152648,0.890909090909091,0.907407407407407,0.888888888888889
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdn,40,160,200,12, low_bits_4_shifted_2, svdn,1838,612,612,0.600261267145656,0.199869366427172,0.199869366427172, [0.61413043 0.66576087 0.60326087 0.67391304 0.68852459],0.702602230483271,0.669144981412639,0.855218855218855,0.905761981690899,0.91512513601741,0.904787812840044,0.705882352941176,0.732824427480916,0.703368735479588,0.689895470383275,0.717391304347826,0.667855957517424,0.857615894039735,0.872053872053872,0.855218855218855
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200,12, low_bits_2, svdne,1816,605,605,0.600132187706543,0.199933906146728,0.199933906146728, [0.79395604 0.76923077 0.81043956 0.84530387 0.77900552],0.757142857142857,0.807142857142857,0.873316498316498,0.902875746066196,0.916299559471366,0.901431718061674,0.753623188405797,0.806201550387597,0.760716669233534,0.83125,0.880794701986755,0.800862467272447,0.876588765887659,0.89983164983165,0.873316498316498
svm_model_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200,12, low_bits_6, svdne,1802,600,600,0.600266489007328,0.199866755496336,0.199866755496336, [0.83149171 0.825      0.83888889 0.81111111 0.8       ],0.850174216027875,0.836236933797909,0.830387205387205,0.826976229961305,0.830188679245283,0.82630410654828,0.869300911854103,0.947019867549669,0.844833463186599,0.842809364548495,0.926470588235294,0.840718737826256,0.834632745178498,0.856060606060606,0.830387205387205
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svdn,40,160,200, zones, low_bits_4, svdn,1842,614,614,0.6,0.2,0.2, [0.58378378 0.60597826 0.55434783 0.57336957 0.54891304],0.561797752808989,0.554307116104869,0.848484848484848,0.932972972972973,0.937024972855592,0.932681867535288,0.597938144329897,0.649253731343284,0.5614689709348,0.576512455516014,0.609022556390977,0.554511278195489,0.851362510322048,0.867845117845118,0.848484848484848
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdn,40,160,200, zones, low_bits_4_shifted_2, svdn,1758,586,586,0.6,0.2,0.2, [0.66761364 0.64772727 0.64772727 0.63068182 0.64857143],0.640776699029126,0.660194174757282,0.841750841750842,0.908571428571429,0.904436860068259,0.908987485779295,0.645367412140575,0.66887417218543,0.641399111409171,0.670846394984326,0.677215189873418,0.659799647916841,0.842149454240134,0.844276094276094,0.841750841750842
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_2_svdne,40,160,200, zones, low_bits_2, svdne,1702,567,567,0.600141043723554,0.199929478138223,0.199929478138223, [0.77777778 0.78823529 0.77647059 0.78823529 0.77058824],0.747774480712166,0.795252225519288,0.853956228956229,0.887463556851312,0.894242068155111,0.886603995299647,0.728434504792332,0.666666666666667,0.748995983935743,0.778135048231511,0.728915662650602,0.79428239272881,0.851646002565199,0.838383838383838,0.853956228956229
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svdn,40,160,200, zones, low_bits_5, svdn,1864,621,621,0.600128783000644,0.199935608499678,0.199935608499678, [0.50534759 0.54278075 0.51075269 0.60752688 0.56451613],0.546875,0.49609375,0.884680134680135,0.984332793084819,0.977467811158798,0.984442060085837,0.491228070175439,0.474576271186441,0.541635961680177,0.490118577075099,0.449275362318841,0.50006140997298,0.882504288164665,0.866161616161616,0.884680134680135
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200,12, low_bits_6, svdne,1836,612,612,0.6,0.2,0.2, [0.83423913 0.83423913 0.80978261 0.83060109 0.79508197],0.818518518518519,0.851851851851852,0.908249158249158,0.928531855955679,0.912854030501089,0.929738562091503,0.830449826989619,0.888888888888889,0.818518518518519,0.863945578231293,0.940740740740741,0.851851851851852,0.908710217755444,0.913299663299663,0.908249158249158
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200,12, low_bits_4, svdne,1752,584,584,0.6,0.2,0.2, [0.73011364 0.74857143 0.76       0.76857143 0.80285714],0.701923076923077,0.721153846153846,0.792087542087542,0.82118451025057,0.823059360730594,0.820776255707763,0.710280373831776,0.721518987341772,0.701668584579977,0.725552050473186,0.746753246753247,0.721477889199408,0.793650793650794,0.7996632996633,0.792087542087542
svm_model_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200,12, low_bits_5, svdne,1752,584,584,0.6,0.2,0.2, [0.83522727 0.85714286 0.81714286 0.86571429 0.87428571],0.778846153846154,0.78525641025641,0.859848484848485,0.885797101449275,0.872146118721461,0.887557077625571,0.754448398576512,0.654320987654321,0.783827160493827,0.741312741312741,0.64,0.779876543209877,0.852980132450331,0.813131313131313,0.859848484848485
svm_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdne,40,160,200,12, low_bits_4_shifted_2, svdne,1772,590,590,0.600271002710027,0.199864498644986,0.199864498644986, [0.81179775 0.79096045 0.79661017 0.8079096  0.79378531],0.754966887417219,0.758278145695364,0.797138047138047,0.808461978273299,0.797968397291196,0.810948081264108,0.691666666666667,0.576388888888889,0.747055203938115,0.730627306273063,0.626582278481013,0.764680028129395,0.786725663716814,0.748316498316498,0.797138047138047
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_6_svdne,40,160,200, zones, low_bits_6, svdne,1822,607,607,0.600131752305665,0.199934123847167,0.199934123847167, [0.83060109 0.79395604 0.83516484 0.82142857 0.84615385],0.747292418772563,0.711191335740072,0.872895622895623,0.915649278579356,0.905598243688255,0.916575192096597,0.758620689655172,0.814814814814815,0.748956703182055,0.74025974025974,0.802816901408451,0.708815858111633,0.874166666666667,0.882996632996633,0.872895622895623
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200,12, low_bits_4, svdne,1812,604,604,0.6,0.2,0.2, [0.76648352 0.75966851 0.77348066 0.76519337 0.75138122],0.773049645390071,0.74468085106383,0.86026936026936,0.892896174863388,0.901766004415011,0.891832229580574,0.777777777777778,0.817518248175182,0.774276365466902,0.756756756756757,0.772413793103448,0.743871130128366,0.862468931234466,0.876262626262626,0.86026936026936
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200,12, low_bits_5, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.8265896  0.84393064 0.88439306 0.84011628 0.81104651],0.867692307692308,0.827692307692308,0.921717171717172,0.949033391915642,0.938586326767092,0.949594438006952,0.862619808306709,0.813253012048193,0.868890656967493,0.816993464052288,0.786163522012579,0.826816700765325,0.920034393809114,0.900673400673401,0.921717171717172
ensemble_model_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdne,40,160,200,12, low_bits_4_shifted_2, svdne,1726,575,575,0.600139082058414,0.199930458970793,0.199930458970793, [0.78901734 0.77456647 0.78901734 0.80232558 0.85465116],0.781538461538462,0.738461538461539,0.871212121212121,0.913594470046083,0.918887601390498,0.913093858632677,0.782874617737003,0.790123456790123,0.781564795879724,0.750733137829912,0.785276073619632,0.738317049155495,0.872712146422629,0.882996632996633,0.871212121212121
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_svdne,40,160,200, zones, low_bits_4, svdne,1780,593,593,0.600134861766689,0.199932569116655,0.199932569116655, [0.75280899 0.78932584 0.8005618  0.80898876 0.74719101],0.597315436241611,0.714765100671141,0.855218855218855,0.923415977961432,0.941573033707865,0.921910112359551,0.602649006622517,0.614864864864865,0.597432432432433,0.715719063545151,0.713333333333333,0.714774774774775,0.857615894039735,0.872053872053872,0.855218855218855
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_5_svdne,40,160,200, zones, low_bits_5, svdne,1720,573,573,0.600139567341242,0.199930216329379,0.199930216329379, [0.85755814 0.8372093  0.81976744 0.7994186  0.86627907],0.728658536585366,0.753048780487805,0.885521885521885,0.940972222222222,0.945348837209302,0.940697674418605,0.757493188010899,0.863354037267081,0.731078216238331,0.790697674418605,0.916167664670659,0.750009298173839,0.89041095890411,0.93013468013468,0.885521885521885
ensemble_model_v2_N40_B160_E200_nb_zones_12_low_bits_4_shifted_2_svdne,40,160,200, zones, low_bits_4_shifted_2, svdne,1746,582,582,0.6,0.2,0.2, [0.83142857 0.86       0.85428571 0.82183908 0.84195402],0.698412698412698,0.723809523809524,0.863215488215488,0.916908773968623,0.903780068728522,0.918098510882016,0.709480122324159,0.743589743589744,0.698838896952104,0.720257234726688,0.70440251572327,0.723996129656507,0.862229758372192,0.856060606060606,0.863215488215488
ensemble_model_N4_B148_E152_nb_zones_12_lab_svdne,4,148,152,12, lab, svdne,680,226,226,0.600706713780919,0.199646643109541,0.199646643109541, [0.80147059 0.83088235 0.75       0.74264706 0.75      ],0.813725490196078,0.774509803921569,0.842760180995475,0.861230329041488,0.885294117647059,0.85735294117647,0.815533980582524,0.84,0.814230769230769,0.788990825688073,0.826923076923077,0.773461538461538,0.847420417124039,0.873303167420814,0.842760180995475
ensemble_model_N8_B146_E154_nb_zones_12_lab_svd,8,146,154,12, lab, svd,666,222,222,0.6,0.2,0.2, [0.81343284 0.79104478 0.76119403 0.79545455 0.78030303],0.81651376146789,0.807339449541284,0.834841628959276,0.846266471449487,0.867867867867868,0.842342342342342,0.833333333333333,0.909090909090909,0.815656565656566,0.810810810810811,0.833333333333333,0.807575757575758,0.840262582056893,0.868778280542986,0.834841628959276
ensemble_model_v2_N16_B92_E108_nb_zones_12_lab_svd,16,92,108, zones, lab, svd,652,217,217,0.60036832412523,0.199815837937385,0.199815837937385, [0.84848485 0.9        0.86153846 0.82307692 0.86153846],0.741379310344828,0.793103448275862,0.881221719457013,0.921658986175115,0.920245398773006,0.921779141104294,0.782608695652174,0.9,0.735714285714286,0.806451612903226,0.892857142857143,0.796428571428571,0.88499452354874,0.914027149321267,0.881221719457013
svm_model_N32_B84_E116_nb_zones_12_lab_svd,32,84,116,12, lab, svd,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.86764706 0.86764706 0.88235294 0.8880597  0.90298507],0.884615384615385,0.875,0.899321266968326,0.905044510385757,0.902366863905325,0.905325443786982,0.894736842105263,0.910714285714286,0.882440476190476,0.876190476190476,0.958333333333333,0.880952380952381,0.9003359462486,0.909502262443439,0.899321266968326
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,658,219,219,0.60036496350365,0.199817518248175,0.199817518248175, [0.79545455 0.83333333 0.83333333 0.73484848 0.88461538],0.79646017699115,0.743362831858407,0.858597285067873,0.891851851851852,0.914893617021277,0.889057750759879,0.832116788321168,0.890625,0.782047193877551,0.760330578512397,0.938775510204082,0.766262755102041,0.866023579849946,0.914027149321267,0.858597285067873
ensemble_model_N40_B160_E200_nb_zones_12_lab_svdne,40,160,200,12, lab, svdne,676,225,225,0.600355239786856,0.199822380106572,0.199822380106572, [0.77205882 0.81617647 0.77205882 0.7238806  0.78358209],0.769230769230769,0.807692307692308,0.909502262443439,0.945619335347432,0.92603550295858,0.946745562130178,0.789473684210526,0.818181818181818,0.766233766233766,0.803921568627451,0.836734693877551,0.809276437847866,0.908883826879271,0.902714932126697,0.909502262443439
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svd,4,0,4,4, ica_diff, svd,188,62,62,0.602564102564102,0.198717948717949,0.198717948717949, [0.60526316 0.57894737 0.57894737 0.44736842 0.63888889],0.564516129032258,0.483870967741936,0.551282051282051,0.666666666666667,0.861702127659574,0.569148936170213,0.689655172413793,0.909090909090909,0.540752351097179,0.609756097560976,0.833333333333333,0.494791666666667,0.660194174757281,0.86624203821656,0.549250051366345
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svd; 4; 0; 4; 4; ica_diff; svd; 688; 229; 229; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.84782609 0.84782609 0.82608696 0.86231884 0.85294118]; 0.47161572052401746; 0.49344978165938863; 0.7923211169284468; 0.9985443959243085; 0.997093023255814; 0.998546511627907; 0.5898305084745763; 0.8529411764705882; 0.5091477535896248; 0.5972222222222222; 0.7610619469026548; 0.496910283796155; 0.8125984251968504; 0.9230769230769231; 0.7954396540427205
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.85416667 0.86805556 0.84722222 0.86619718 0.8943662 ]; 0.5882352941176471; 0.5798319327731093; 0.8129194630872483; 0.9649368863955119; 0.9608938547486033; 0.9650837988826815; 0.652482269503546; 0.7419354838709677; 0.5814940577249575; 0.6402877697841727; 0.689922480620155; 0.5697318825119123; 0.8248232521602513; 0.8592471358428805; 0.8117233958044006
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; 4; ica_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.85714286 0.83035714 0.84821429 0.82142857 0.82142857]; 0.478494623655914; 0.46236559139784944; 0.7349785407725322; 0.9074074074074073; 0.875; 0.9107142857142857; 0.4393063583815029; 0.3917525773195876; 0.48239314259237814; 0.4382022471910112; 0.42857142857142855; 0.4616541353383459; 0.7227833894500562; 0.688034188034188; 0.7351808871205423
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; 4; ica_diff; svdn; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.84745763 0.86440678 0.92372881 0.88983051 0.86440678]; 0.5408163265306123; 0.4489795918367347; 0.7830957230142567; 0.9746192893401017; 0.976271186440678; 0.9745762711864407; 0.5588235294117646; 0.5377358490566038; 0.5410901467505241; 0.509090909090909; 0.5045045045045045; 0.4404875463698993; 0.7901477832512315; 0.783203125; 0.7830909242021277
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 696; 232; 232; 0.6; 0.2; 0.2; [0.74285714 0.8        0.78571429 0.78985507 0.78985507]; 0.47844827586206895; 0.5129310344827587; 0.7793103448275862; 0.9683908045977011; 0.9683908045977011; 0.9683908045977011; 0.5101214574898786; 0.5206611570247934; 0.47654679472861294; 0.5425101214574898; 0.5403225806451613; 0.5109020310633213; 0.7848739495798319; 0.7875210792580101; 0.7791220916572238
svm_model_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; 4; ica_diff; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.86290323 0.76612903 0.78225806 0.82258065 0.79032258]; 0.616504854368932; 0.5388349514563107; 0.7083333333333334; 0.8012519561815337; 0.8258064516129032; 0.7951612903225806; 0.6325581395348837; 0.6355140186915887; 0.6157368073255924; 0.5662100456621004; 0.6078431372549019; 0.539498491704374; 0.7194780987884436; 0.74373795761079; 0.7081262887469155
ensemble_model_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; 4; ica_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.88135593 0.84745763 0.88135593 0.8220339  0.88135593]; 0.5459183673469388; 0.42346938775510207; 0.7769857433808554; 0.9715242881072027; 0.9830508474576272; 0.9711864406779661; 0.6276150627615064; 0.7142857142857143; 0.532967032967033; 0.5108225108225107; 0.6781609195402298; 0.449172202889381; 0.7947516401124648; 0.8706365503080082; 0.7777425175782465
ensemble_model_v2_N4_B0_E4_nb_zones_4_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 534; 178; 178; 0.6; 0.2; 0.2; [0.87962963 0.87037037 0.8490566  0.81132075 0.88679245]; 0.5730337078651685; 0.5842696629213483; 0.8056179775280898; 0.9558541266794627; 0.9325842696629213; 0.9569288389513108; 0.6237623762376238; 0.7241379310344828; 0.5763546798029556; 0.6442307692307692; 0.7528089887640449; 0.5842696629213482; 0.8141783029001075; 0.8555304740406321; 0.805841299660137
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; 6; ica_diff; svd; 966; 322; 322; 0.6; 0.2; 0.2; [0.52061856 0.62371134 0.54639175 0.58854167 0.578125  ]; 0.515527950310559; 0.5403726708074534; 0.5627329192546584; 0.6515679442508711; 0.7743271221532091; 0.5859213250517599; 0.6502242152466368; 0.8950617283950617; 0.5131558641975308; 0.6542056074766354; 0.9032258064516129; 0.5534093104114353; 0.6518298714144412; 0.82375; 0.5643441358024691
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; 6; ica_diff; svd; 764; 254; 254; 0.60062893081761; 0.19968553459119498; 0.19968553459119498; [0.83766234 0.82467532 0.84210526 0.84868421 0.86842105]; 0.5590551181102362; 0.5669291338582677; 0.809748427672956; 0.9736147757255936; 0.9659685863874345; 0.9738219895287957; 0.5971223021582734; 0.7155172413793104; 0.5715267366316842; 0.6518987341772151; 0.7803030303030303; 0.5581843020367611; 0.8210059171597633; 0.8809523809523809; 0.8104138851802403
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.85955056 0.84090909 0.83522727 0.86363636 0.84090909]; 0.5374149659863946; 0.5408163265306123; 0.7986394557823129; 0.9719416386083053; 0.981859410430839; 0.971655328798186; 0.6363636363636364; 0.7677419354838709; 0.5241587375261081; 0.6280991735537191; 0.8142857142857143; 0.5532467532467533; 0.8181818181818181; 0.904891304347826; 0.7984946984954389
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; 6; ica_diff; svdn; 888; 296; 296; 0.6; 0.2; 0.2; [0.75280899 0.78089888 0.79775281 0.79775281 0.76704545]; 0.5337837837837838; 0.47297297297297297; 0.7101351351351352; 0.8537378114842903; 0.8873873873873874; 0.847972972972973; 0.46923076923076923; 0.42657342657342656; 0.5302801773390009; 0.41791044776119407; 0.37333333333333335; 0.474337899543379; 0.70434183321847; 0.6933514246947082; 0.7100673677982289
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; 6; ica_diff; svdn; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.88172043 0.84408602 0.84946237 0.86956522 0.83695652]; 0.44805194805194803; 0.4967532467532468; 0.7775616083009079; 0.9807692307692307; 0.9913606911447084; 0.980561555075594; 0.4879518072289157; 0.4682080924855491; 0.4452151573538857; 0.4781144781144781; 0.5107913669064749; 0.49799923374909544; 0.7808306709265176; 0.7883870967741935; 0.7775051520376834
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1022; 340; 340; 0.600470035252644; 0.199764982373678; 0.199764982373678; [0.86407767 0.85784314 0.83333333 0.84803922 0.79901961]; 0.45294117647058824; 0.5; 0.7743830787309048; 0.972549019607843; 0.9706457925636007; 0.9726027397260274; 0.4945652173913044; 0.5290697674418605; 0.45203488372093026; 0.5502645502645502; 0.6046511627906976; 0.4987541528239203; 0.7825594563986409; 0.808187134502924; 0.7742234373813321
svm_model_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; 6; ica_diff; svdne; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.81325301 0.74096386 0.78915663 0.74698795 0.84337349]; 0.5543478260869565; 0.5797101449275363; 0.7091172214182344; 0.8066429418742586; 0.8192771084337349; 0.8036144578313253; 0.5858585858585859; 0.6492537313432836; 0.5570212318688249; 0.6506024096385542; 0.7448275862068966; 0.5708870755461964; 0.7269021739130435; 0.770893371757925; 0.7088478486696601
ensemble_model_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; 6; ica_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.85483871 0.83870968 0.81521739 0.8423913  0.85869565]; 0.5551948051948052; 0.5357142857142857; 0.8032467532467532; 0.9754010695187165; 0.987012987012987; 0.975108225108225; 0.6267029972752044; 0.6845238095238095; 0.5422619047619048; 0.5902578796561604; 0.7006802721088435; 0.5428867199053534; 0.8164748637189582; 0.8674388674388674; 0.8026578347679265
ensemble_model_v2_N4_B0_E4_nb_zones_6_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 804; 268; 268; 0.6; 0.2; 0.2; [0.82098765 0.82716049 0.8625     0.8125     0.74375   ]; 0.4701492537313433; 0.5335820895522388; 0.7738805970149254; 0.9547738693467337; 0.945273631840796; 0.9552238805970149; 0.572289156626506; 0.7089552238805971; 0.4701492537313433; 0.626865671641791; 0.7835820895522388; 0.5335820895522388; 0.7928913192071085; 0.8656716417910447; 0.7738805970149254
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; 8; ica_diff; svd; 1242; 414; 414; 0.6; 0.2; 0.2; [0.54       0.5483871  0.52016129 0.55645161 0.56048387]; 0.5555555555555556; 0.5603864734299517; 0.557487922705314; 0.6613300492610837; 0.8647342995169082; 0.5571658615136875; 0.663003663003663; 0.9187817258883249; 0.572294088750614; 0.675; 0.9086538461538461; 0.558695855115758; 0.6644688644688646; 0.8840155945419104; 0.5603028164280432
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; 8; ica_diff; svd; 1158; 386; 386; 0.6; 0.2; 0.2; [0.85775862 0.84913793 0.83189655 0.81896552 0.79565217]; 0.5051813471502591; 0.5103626943005182; 0.7974093264248705; 0.9904926534140017; 0.9896373056994818; 0.9905008635578584; 0.5802197802197803; 0.6875; 0.5061211340206185; 0.5846153846153845; 0.689119170984456; 0.5103626943005182; 0.8108369617803581; 0.8692946058091287; 0.7974837418279598
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.86363636 0.84583333 0.80833333 0.7875     0.85833333]; 0.505; 0.4725; 0.7787212787212787; 0.9717138103161398; 0.9717138103161398; 0.9717138103161398; 0.5599999999999999; 0.65625; 0.5108173076923077; 0.5481798715203425; 0.6213592233009708; 0.46789610649584623; 0.7909391222274658; 0.8388388388388388; 0.7788411542150325
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; 8; ica_diff; svdn; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.76033058 0.76033058 0.775      0.7875     0.7375    ]; 0.5685785536159601; 0.5586034912718204; 0.7288135593220338; 0.8347529812606473; 0.813953488372093; 0.8388704318936877; 0.6059225512528473; 0.6683417085427136; 0.569319369122842; 0.607538802660754; 0.6618357487922706; 0.5551446785198466; 0.7364341085271319; 0.753968253968254; 0.7286875337977541
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; 8; ica_diff; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.84070796 0.87168142 0.87168142 0.87610619 0.88392857]; 0.5611702127659575; 0.5638297872340425; 0.8127659574468085; 0.9796999117387466; 0.9840425531914894; 0.9796099290780141; 0.5780051150895141; 0.5978835978835979; 0.5609738845032963; 0.6076555023923444; 0.6864864864864865; 0.5657563322484789; 0.8187435633367662; 0.847547974413646; 0.8128398046165894
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1314; 438; 438; 0.6; 0.2; 0.2; [0.82575758 0.875      0.8778626  0.88167939 0.85496183]; 0.4589041095890411; 0.4748858447488584; 0.7689497716894977; 0.9700690713737529; 0.9619482496194824; 0.9703196347031963; 0.5153374233128835; 0.56; 0.45605633802816903; 0.4843049327354261; 0.54; 0.48008403361344537; 0.77390527256479; 0.800369685767098; 0.7693184168907693
svm_model_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; 8; ica_diff; svdne; 1182; 394; 394; 0.6; 0.2; 0.2; [0.73529412 0.71610169 0.71186441 0.79237288 0.79237288]; 0.565989847715736; 0.5634517766497462; 0.6847715736040609; 0.7834890965732086; 0.8510998307952623; 0.7648054145516074; 0.630669546436285; 0.7411167512690355; 0.565989847715736; 0.6489795918367347; 0.795; 0.5598711340206186; 0.7223960661600356; 0.8178137651821862; 0.6843651310635982
ensemble_model_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; 8; ica_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.85416667 0.83333333 0.80416667 0.78571429 0.8487395 ]; 0.542713567839196; 0.5778894472361809; 0.8057228915662651; 0.9690376569037656; 0.9682274247491639; 0.9690635451505017; 0.6008771929824561; 0.7025641025641025; 0.5458633320702286; 0.6347826086956522; 0.7192118226600985; 0.5749905267146647; 0.8166745618190432; 0.8654618473895582; 0.8057228915662651
ensemble_model_v2_N4_B0_E4_nb_zones_8_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 1312; 437; 437; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; [0.84090909 0.83969466 0.82442748 0.8740458  0.81679389]; 0.540045766590389; 0.5377574370709383; 0.7973467520585544; 0.9691833590138675; 0.9588414634146342; 0.9695121951219513; 0.6214689265536723; 0.7534246575342466; 0.539556365464371; 0.6203007518796991; 0.7638888888888888; 0.5403154851684263; 0.8123676408301568; 0.8790100824931256; 0.7974959088264715
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; 10; ica_diff; svd; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.59655172 0.58275862 0.55555556 0.59375    0.54513889]; 0.5343347639484979; 0.5128755364806867; 0.5538720538720538; 0.631578947368421; 0.7313019390581718; 0.5734072022160666; 0.658267716535433; 0.8781512605042017; 0.5267949284977149; 0.6344605475040258; 0.8640350877192983; 0.5202528379772963; 0.6379781420765028; 0.7861952861952862; 0.5538720538720538
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; 10; ica_diff; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.81333333 0.86       0.80333333 0.84228188 0.84563758]; 0.5727272727272728; 0.5886363636363636; 0.8417508417508418; 0.9953239812959251; 0.9959893048128342; 0.9953208556149733; 0.6556776556776557; 0.8248847926267281; 0.5761195263582071; 0.6726943942133814; 0.8340807174887892; 0.5852431237213531; 0.8551617873651771; 0.9343434343434344; 0.8417508417508417
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.80985915 0.82042254 0.8415493  0.80633803 0.78521127]; 0.5750528541226215; 0.5517970401691332; 0.8076923076923077; 0.9707927677329624; 0.9830985915492958; 0.9704225352112678; 0.6242990654205607; 0.6816326530612244; 0.5710794844253491; 0.5793650793650793; 0.6460176991150443; 0.5558023718247286; 0.816310052482842; 0.8560541913632514; 0.8077739311246638
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; 10; ica_diff; svdn; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.70588235 0.70588235 0.69934641 0.69607843 0.70065789]; 0.4410377358490566; 0.4363207547169811; 0.6561447811447811; 0.784586228679722; 0.81282722513089; 0.7768324607329842; 0.4650112866817156; 0.4975845410628019; 0.4423406576281752; 0.48156182212581344; 0.511520737327189; 0.43450433001625155; 0.671491757137113; 0.7028619528619529; 0.6561447811447811
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; 10; ica_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.80208333 0.875      0.84265734 0.81118881 0.86363636]; 0.47983014861995754; 0.4607218683651805; 0.7878787878787878; 0.9965059399021663; 0.9944211994421199; 0.9965132496513249; 0.4615384615384615; 0.43209876543209874; 0.4814002599090318; 0.43805309734513276; 0.4342105263157895; 0.4599036170673597; 0.784431137724551; 0.7718855218855218; 0.7878787878787878
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1376; 458; 458; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.85144928 0.86956522 0.88043478 0.87956204 0.84671533]; 0.5131004366812227; 0.4890829694323144; 0.7853403141361257; 0.9745454545454545; 0.9738372093023255; 0.974563953488372; 0.5224839400428265; 0.5327510917030568; 0.5131004366812228; 0.4823008849557522; 0.4823008849557522; 0.488995270064083; 0.7855274629468177; 0.7882764654418197; 0.7853479803275243
svm_model_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; 10; ica_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.70134228 0.70945946 0.73310811 0.70608108 0.70608108]; 0.48322147651006714; 0.5346756152125279; 0.6464646464646465; 0.7453968253968253; 0.7921727395411606; 0.7294197031039137; 0.6051282051282051; 0.8349056603773585; 0.5004315535929346; 0.659016393442623; 0.8553191489361702; 0.517282215977519; 0.6967509025270758; 0.8122895622895623; 0.6464646464646464
ensemble_model_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; 10; ica_diff; svdne; 1614; 538; 538; 0.6; 0.2; 0.2; [0.76851852 0.79938272 0.81987578 0.81987578 0.79192547]; 0.5354330708661418; 0.5774278215223098; 0.827020202020202; 0.9548546691403833; 0.9566294919454771; 0.9547707558859976; 0.5734939759036146; 0.6296296296296297; 0.5361689814814815; 0.6120481927710844; 0.6614583333333334; 0.5767609126984128; 0.8320392317123009; 0.8569023569023569; 0.827020202020202
ensemble_model_v2_N4_B0_E4_nb_zones_10_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.78767123 0.88013699 0.81849315 0.81164384 0.81849315]; 0.48253275109170307; 0.4737991266375546; 0.7798821548821548; 0.9691991786447639; 0.9698630136986301; 0.9691780821917808; 0.5920826161790017; 0.7350427350427351; 0.47689636752136755; 0.5779334500875657; 0.7366071428571429; 0.47941468253968256; 0.7998469192499044; 0.8796296296296297; 0.779882154882155
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; 12; ica_diff; svd; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.59358289 0.5855615  0.55913978 0.58602151 0.53494624]; 0.5390625; 0.50390625; 0.5707070707070707; 0.6608315098468271; 0.8100858369098712; 0.5842274678111588; 0.6092715231788081; 0.7301587301587301; 0.542002442002442; 0.6043613707165109; 0.7461538461538462; 0.5000610500610501; 0.6492434662998625; 0.7946127946127947; 0.5707070707070707
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; 12; ica_diff; svd; 1818; 606; 606; 0.6; 0.2; 0.2; [0.82417582 0.77747253 0.81593407 0.82692308 0.81767956]; 0.5412186379928315; 0.5268817204301075; 0.8884680134680135; 0.997242140099283; 0.9944994499449945; 0.9972497249724972; 0.6257309941520469; 0.7278911564625851; 0.5306122448979593; 0.6024096385542169; 0.7575757575757576; 0.53865182436611; 0.8934459187776438; 0.9351851851851852; 0.8884680134680134
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svd; 4; 0; 4; zones; ica_diff; svd; 1776; 592; 592; 0.6; 0.2; 0.2; [0.79494382 0.80898876 0.80337079 0.79943503 0.81638418]; 0.6; 0.5566666666666666; 0.8754208754208754; 0.975801913337085; 0.9763513513513513; 0.9757882882882883; 0.5833333333333334; 0.5915492957746479; 0.5995721162417543; 0.5365853658536586; 0.4873417721518987; 0.5605722945266536; 0.8741496598639455; 0.8653198653198653; 0.8754208754208754
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; 12; ica_diff; svdn; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.70380435 0.70491803 0.71038251 0.70491803 0.70218579]; 0.625; 0.5845588235294118; 0.7247474747474747; 0.7554317548746518; 0.740174672489083; 0.7603711790393013; 0.6357142857142857; 0.6846153846153846; 0.6275189599133262; 0.6035087719298246; 0.6056338028169014; 0.5835861321776815; 0.7228813559322034; 0.718013468013468; 0.7247474747474747
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; 12; ica_diff; svdn; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.82065217 0.81693989 0.84153005 0.83606557 0.84153005]; 0.4742647058823529; 0.4852941176470588; 0.8644781144781145; 0.9786535303776682; 0.9759825327510917; 0.9787117903930131; 0.44787644787644787; 0.42028985507246375; 0.4750703006705602; 0.4696969696969697; 0.4626865671641791; 0.48496647198788667; 0.8629787234042553; 0.8535353535353535; 0.8644781144781144
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svdn; 4; 0; 4; zones; ica_diff; svdn; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.85174419 0.875      0.84593023 0.8255814  0.82748538]; 0.48024316109422494; 0.48328267477203646; 0.8392255892255892; 0.9760374050263004; 0.9720605355064028; 0.9761350407450524; 0.5488126649076517; 0.65; 0.48476331360946745; 0.53551912568306; 0.5798816568047337; 0.48056582840236683; 0.8444625407166124; 0.872895622895623; 0.8392255892255893
svm_model_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; 12; ica_diff; svdne; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.68032787 0.68306011 0.66120219 0.6456044  0.65659341]; 0.610909090909091; 0.5563636363636364; 0.6553030303030303; 0.7171620325982742; 0.8192771084337349; 0.6768893756845564; 0.7052341597796142; 0.8767123287671232; 0.5933949240734842; 0.6432748538011696; 0.8527131782945736; 0.5736168631198895; 0.7065567896811178; 0.82996632996633; 0.6553030303030303
ensemble_model_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; 12; ica_diff; svdne; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.83430233 0.80232558 0.7877907  0.84883721 0.77777778]; 0.513677811550152; 0.5896656534954408; 0.8480639730639731; 0.9612220916568742; 0.9522700814901047; 0.9615832363213039; 0.44444444444444453; 0.3878787878787879; 0.5140613451589062; 0.5392491467576791; 0.4817073170731707; 0.5893385070214339; 0.841874726237407; 0.8089225589225589; 0.848063973063973
ensemble_model_v2_N4_B0_E4_nb_zones_12_ica_diff_svdne; 4; 0; 4; zones; ica_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.8220339  0.82485876 0.79096045 0.78248588 0.81920904]; 0.5511551155115512; 0.48514851485148514; 0.8451178451178452; 0.9570621468926553; 0.9570621468926553; 0.9570621468926555; 0.6023391812865496; 0.6821192052980133; 0.5515859184384804; 0.5438596491228069; 0.6118421052631579; 0.48472899965144656; 0.8500407497962511; 0.8779461279461279; 0.8451178451178452
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; 4; ica_diff; svd; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.74626866 0.70895522 0.76119403 0.78358209 0.78787879]; 0.6396396396396397; 0.6531531531531531; 0.7131294964028777; 0.746875; 0.7155688622754491; 0.7574850299401197; 0.6363636363636364; 0.5882352941176471; 0.6436322101656198; 0.6607929515418502; 0.6147540983606558; 0.6573770491803278; 0.7065317387304508; 0.6678260869565218; 0.7147324103311473
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; 4; ica_diff; svd; 636; 212; 212; 0.6; 0.2; 0.2; [0.9609375  0.9140625  0.9453125  0.92063492 0.92857143]; 0.7169811320754716; 0.7405660377358491; 0.8886792452830189; 0.9952606635071091; 0.9905660377358491; 0.9952830188679245; 0.7142857142857144; 0.6880733944954128; 0.7178231050146968; 0.7089947089947088; 0.7127659574468085; 0.7377389109267941; 0.8856589147286822; 0.8771593090211133; 0.888486890132078
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.97457627 0.96551724 0.99137931 0.98275862 0.98275862]; 0.6701030927835051; 0.654639175257732; 0.8649484536082475; 1.0; 1.0; 1.0; 0.7538461538461537; 0.8990825688073395; 0.6377765785213168; 0.7148936170212765; 0.8842105263157894; 0.6592769803296119; 0.8783658310120707; 0.9555555555555556; 0.8630409356725147
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; 4; ica_diff; svdn; 674; 224; 224; 0.6007130124777184; 0.19964349376114082; 0.19964349376114082; [0.67647059 0.61764706 0.68656716 0.67910448 0.73880597]; 0.5758928571428571; 0.5714285714285714; 0.6684491978609626; 0.737300435413643; 0.7537091988130564; 0.7314540059347181; 0.5922746781115881; 0.6509433962264151; 0.5797089862488007; 0.625; 0.6722689075630253; 0.5647058823529412; 0.6842105263157895; 0.7170818505338078; 0.6683623538383325
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; 4; ica_diff; svdn; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.73275862 0.75       0.70689655 0.75       0.79310345]; 0.533678756476684; 0.6062176165803109; 0.7971014492753623; 0.9486301369863014; 0.9551724137931035; 0.9482758620689655; 0.55; 0.6111111111111112; 0.5385652642934197; 0.6513761467889908; 0.7029702970297029; 0.6014851485148515; 0.8043912175648702; 0.8378378378378378; 0.7972694343828364
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 552; 184; 184; 0.6; 0.2; 0.2; [0.71428571 0.66363636 0.67272727 0.71818182 0.68181818]; 0.5108695652173914; 0.5597826086956522; 0.7630434782608696; 0.91500904159132; 0.9166666666666666; 0.9148550724637681; 0.5454545454545454; 0.574468085106383; 0.5094562647754137; 0.5714285714285714; 0.6067415730337079; 0.5612655233589593; 0.7680851063829788; 0.7864923747276689; 0.763094343546047
svm_model_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; 4; ica_diff; svdne; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.99137931 0.99137931 0.95614035 0.99122807 1.        ]; 0.6596858638743456; 0.680628272251309; 0.8682008368200836; 1.0; 1.0; 1.0; 0.6889952153110048; 0.8089887640449438; 0.6692002643754131; 0.7081339712918661; 0.8131868131868132; 0.6865934065934067; 0.8729838709677419; 0.9271948608137045; 0.8695279007545005
ensemble_model_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; 4; ica_diff; svdne; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.94827586 0.99137931 0.93859649 0.95614035 0.97368421]; 0.6649214659685864; 0.6649214659685864; 0.8661087866108786; 1.0; 1.0; 1.0; 0.6862745098039216; 0.7368421052631579; 0.665296052631579; 0.6666666666666666; 0.7441860465116279; 0.6720930232558139; 0.8680412371134021; 0.8995726495726496; 0.8667945215076363
ensemble_model_v2_N4_B48_E52_nb_zones_4_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.96666667 0.96610169 0.98305085 0.97457627 0.94915254]; 0.4467005076142132; 0.5431472081218274; 0.7981744421906694; 1.0; 1.0; 1.0; 0.5691699604743082; 0.7912087912087912; 0.4710760937176031; 0.6428571428571429; 0.8350515463917526; 0.5475257731958763; 0.8185961713764813; 0.9276859504132231; 0.800496361660795
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; 6; ica_diff; svd; 992; 330; 330; 0.6004842615012107; 0.19975786924939468; 0.19975786924939468; [0.75       0.71212121 0.71717172 0.76262626 0.73737374]; 0.6636363636363637; 0.6242424242424243; 0.7015738498789347; 0.7351129363449693; 0.7217741935483871; 0.7399193548387097; 0.6686567164179105; 0.6666666666666666; 0.6635802469135802; 0.6331360946745562; 0.656441717791411; 0.624628044524448; 0.7006678809957498; 0.6977025392986699; 0.7015785423766077
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; 6; ica_diff; svd; 840; 280; 280; 0.6; 0.2; 0.2; [0.89880952 0.9047619  0.95238095 0.9702381  0.94642857]; 0.6285714285714286; 0.65; 0.8514285714285714; 0.9928571428571429; 0.9928571428571429; 0.9928571428571429; 0.6867469879518073; 0.8444444444444444; 0.6360153256704981; 0.7215909090909091; 0.8523489932885906; 0.6360981607664327; 0.8635170603674541; 0.9346590909090909; 0.8509502351097179
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.97752809 0.96067416 0.92045455 0.98295455 0.98863636]; 0.5952380952380952; 0.6292517006802721; 0.8430706521739131; 0.996594778660613; 0.9932126696832579; 0.996606334841629; 0.6739726027397259; 0.8978102189781022; 0.6145102050304524; 0.7029972752043596; 0.9214285714285714; 0.6425324675324675; 0.856788592684439; 0.96105702364395; 0.8457343551154677
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; 6; ica_diff; svdn; 816; 272; 272; 0.6; 0.2; 0.2; [0.64634146 0.76829268 0.66463415 0.62962963 0.75308642]; 0.5367647058823529; 0.5772058823529411; 0.6639705882352941; 0.7403846153846154; 0.7549019607843137; 0.7352941176470589; 0.5190839694656488; 0.5528455284552846; 0.5381677306705953; 0.5907473309608541; 0.5763888888888888; 0.5772569444444444; 0.6676363636363636; 0.68; 0.664087591240876
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; 6; ica_diff; svdn; 754; 251; 251; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.70394737 0.69736842 0.72       0.76       0.74      ]; 0.5258964143426295; 0.4820717131474104; 0.7595541401273885; 0.9312581063553825; 0.9522546419098143; 0.9297082228116711; 0.5509433962264152; 0.6293103448275862; 0.5331736909323117; 0.5357142857142857; 0.5555555555555556; 0.4760536398467433; 0.7705167173252279; 0.8073248407643312; 0.7595541401273885
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.6746988  0.6626506  0.71686747 0.6746988  0.64457831]; 0.5434782608695652; 0.5507246376811594; 0.7575976845151954; 0.8996458087367178; 0.9180722891566265; 0.8975903614457832; 0.5594405594405595; 0.5755395683453237; 0.5432442367274064; 0.5539568345323741; 0.5789473684210527; 0.5517114464482885; 0.7625797306874557; 0.7831149927219796; 0.757744546720702
svm_model_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; 6; ica_diff; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.97701149 0.96551724 0.98275862 0.95977011 0.96551724]; 0.6241379310344828; 0.5896551724137931; 0.8324137931034483; 0.9825378346915017; 0.9701149425287356; 0.9827586206896552; 0.7013698630136985; 0.810126582278481; 0.6058208668968162; 0.6447761194029851; 0.8059701492537313; 0.6049081515499426; 0.8441308531109685; 0.9050894085281981; 0.8322127540566301
ensemble_model_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; 6; ica_diff; svdne; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.95744681 0.9893617  0.96236559 0.91935484 0.98387097]; 0.5819935691318328; 0.6334405144694534; 0.8374035989717223; 0.9902702702702703; 0.9807280513918629; 0.9903640256959314; 0.6348314606741573; 0.7583892617449665; 0.5890711740823598; 0.6779661016949152; 0.7843137254901961; 0.6358277488210474; 0.8452599388379205; 0.8985695708712613; 0.8381030827672697
ensemble_model_v2_N4_B48_E52_nb_zones_6_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 912; 304; 304; 0.6; 0.2; 0.2; [0.95652174 0.97802198 0.95604396 0.98351648 0.94505495]; 0.6480263157894737; 0.680921052631579; 0.8611842105263158; 0.9922992299229922; 0.9890350877192983; 0.9923245614035089; 0.672782874617737; 0.7801418439716312; 0.6569420876299874; 0.7282913165266106; 0.8074534161490683; 0.6729574773053033; 0.8675455116133083; 0.9116094986807388; 0.8613165603639915
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; 8; ica_diff; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.66942149 0.64049587 0.66528926 0.63333333 0.675     ]; 0.6666666666666666; 0.654228855721393; 0.6597014925373135; 0.6688154713940371; 0.6882255389718076; 0.6592039800995024; 0.6715686274509803; 0.6919191919191919; 0.667038027332145; 0.661800486618005; 0.6974358974358974; 0.6554812337421033; 0.6679611650485436; 0.6907630522088354; 0.6599771868539246
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; 8; ica_diff; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.95454545 0.96280992 0.94628099 0.95833333 0.97083333]; 0.7213930348258707; 0.6990049751243781; 0.8800995024875622; 0.9933444259567388; 0.9900497512437811; 0.9933665008291874; 0.746606334841629; 0.8505154639175257; 0.7257385011895321; 0.7494824016563146; 0.8418604651162791; 0.6883099117025245; 0.8866948754113775; 0.9318181818181818; 0.8797367462197122
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.95689655 0.93103448 0.9826087  0.98695652 0.95217391]; 0.6744791666666666; 0.671875; 0.8652445369406868; 0.9930191972076788; 0.9861351819757366; 0.9930675909878683; 0.7390396659707724; 0.9123711340206185; 0.6719750406945197; 0.7396694214876034; 0.927461139896373; 0.6705368526706996; 0.8771929824561403; 0.9595435684647303; 0.8649492372595051
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; 8; ica_diff; svdn; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.63865546 0.59243697 0.58898305 0.58474576 0.53813559]; 0.5050761421319797; 0.46954314720812185; 0.5780933062880325; 0.6486042692939246; 0.6672297297297297; 0.6385135135135136; 0.48275862068965525; 0.4642857142857143; 0.5048701298701299; 0.49148418491484186; 0.4975369458128079; 0.4686637608645191; 0.5852442671984048; 0.5923309788092835; 0.5780207391497997
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; 8; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.65416667 0.57083333 0.65966387 0.61344538 0.62605042]; 0.5653266331658291; 0.592964824120603; 0.8251256281407036; 0.9891395154553049; 0.9916247906197655; 0.9891122278056952; 0.5483028720626631; 0.525; 0.565530303030303; 0.5621621621621622; 0.52; 0.5933333333333334; 0.8215384615384614; 0.8034102306920762; 0.8251693650942757
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.62385321 0.65137615 0.66055046 0.6559633  0.68348624]; 0.5619834710743802; 0.5785123966942148; 0.7819383259911894; 0.9239130434782609; 0.9357798165137615; 0.922935779816514; 0.6074074074074074; 0.6949152542372882; 0.565199562602515; 0.6313253012048192; 0.7443181818181818; 0.5833890374331551; 0.7941787941787942; 0.8507795100222717; 0.7826882299566696
svm_model_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; 8; ica_diff; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.91393443 0.92622951 0.93852459 0.87704918 0.91322314]; 0.6798029556650246; 0.6650246305418719; 0.8270935960591133; 0.9255039439088518; 0.8669950738916257; 0.9302134646962233; 0.7058823529411764; 0.7684729064039408; 0.6798029556650245; 0.6851851851851851; 0.7708333333333334; 0.6704633956386293; 0.8258064516129032; 0.8286852589641435; 0.8271106606711556
ensemble_model_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; 8; ica_diff; svdne; 1158; 386; 386; 0.6; 0.2; 0.2; [0.96551724 0.93534483 0.95689655 0.97844828 0.94782609]; 0.6450777202072538; 0.6139896373056994; 0.844041450777202; 0.9868995633187773; 0.9758203799654577; 0.9870466321243524; 0.7175257731958763; 0.8969072164948454; 0.6437661082474226; 0.6876310272536688; 0.8241206030150754; 0.6072474672829388; 0.8571428571428572; 0.9290123456790124; 0.8434205778499445
ensemble_model_v2_N4_B48_E52_nb_zones_8_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 1182; 394; 394; 0.6; 0.2; 0.2; [0.96218487 0.96186441 0.96186441 0.95338983 0.94067797]; 0.6954314720812182; 0.7411167512690355; 0.883248730964467; 0.9931856899488927; 0.9864636209813875; 0.9932318104906938; 0.7087378640776699; 0.7564766839378239; 0.6966463021679169; 0.7692307692307692; 0.8173076923076923; 0.7366108354011579; 0.8865877712031558; 0.90625; 0.883084100204499
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; 10; ica_diff; svd; 1446; 482; 482; 0.6; 0.2; 0.2; [0.74137931 0.65517241 0.69310345 0.75694444 0.6875    ]; 0.6752688172043011; 0.6387096774193548; 0.6906565656565656; 0.7266754270696453; 0.7648686030428768; 0.7123098201936375; 0.688659793814433; 0.7198275862068966; 0.6753644368802723; 0.6653386454183268; 0.7167381974248928; 0.6385415125055498; 0.7070546034276604; 0.7466329966329966; 0.6906565656565657
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; 10; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.94791667 0.89930556 0.89583333 0.87847222 0.92657343]; 0.6289978678038379; 0.67590618336887; 0.8569023569023569; 0.9903047091412742; 0.9944367176634215; 0.9902642559109874; 0.6692015209125475; 0.8148148148148148; 0.6425852730200556; 0.732394366197183; 0.8221343873517787; 0.6633820084907042; 0.8660362490149723; 0.9250841750841751; 0.8569023569023569
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 1398; 466; 466; 0.6; 0.2; 0.2; [0.95       0.93928571 0.95       0.92142857 0.93165468]; 0.7446351931330472; 0.7703862660944206; 0.8939914163090129; 0.9848594087959626; 0.977110157367668; 0.9849785407725321; 0.7707129094412332; 0.8264462809917356; 0.7413481404958677; 0.7766179540709812; 0.8378378378378378; 0.7734271156402304; 0.8964360587002097; 0.9191745485812554; 0.894034575061836
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; 10; ica_diff; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.65410959 0.69520548 0.64041096 0.64827586 0.65862069]; 0.6130434782608696; 0.5869565217391305; 0.6506734006734006; 0.7068527918781726; 0.7651098901098901; 0.6826923076923076; 0.644; 0.7; 0.6130434782608696; 0.610655737704918; 0.6478260869565218; 0.5869565217391305; 0.6762870514820591; 0.7297979797979798; 0.6506734006734006
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; 10; ica_diff; svdn; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.62068966 0.69310345 0.62413793 0.61034483 0.6       ]; 0.5356371490280778; 0.5637149028077754; 0.811026936026936; 0.9779917469050894; 0.9806896551724138; 0.9779310344827586; 0.5951035781544256; 0.6723404255319149; 0.533538633818589; 0.6259259259259259; 0.7412280701754386; 0.5663587159387831; 0.8221782178217821; 0.8737373737373737; 0.811026936026936
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.70645161 0.70779221 0.6461039  0.66558442 0.72077922]; 0.5179856115107914; 0.5251798561151079; 0.7853535353535354; 0.9284332688588008; 0.933852140077821; 0.9280155642023347; 0.5768421052631578; 0.6782178217821783; 0.5228298411236473; 0.597560975609756; 0.6837209302325581; 0.5200782868984573; 0.7974583002382845; 0.8451178451178452; 0.7853535353535354
svm_model_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; 10; ica_diff; svdne; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.90136054 0.91156463 0.89455782 0.92808219 0.93493151]; 0.6725274725274726; 0.6879120879120879; 0.8354377104377104; 0.9295774647887324; 0.9004092769440655; 0.9317871759890859; 0.6863157894736842; 0.6965811965811965; 0.6718200100553041; 0.6872246696035244; 0.7058823529411765; 0.6884112619406738; 0.8335461898680289; 0.8240740740740741; 0.8354377104377103
ensemble_model_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; 10; ica_diff; svdne; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.93312102 0.93630573 0.92993631 0.92356688 0.94551282]; 0.6633663366336634; 0.5816831683168316; 0.8606902356902357; 0.9831606217616581; 0.9681122448979592; 0.9834183673469388; 0.7279999999999999; 0.896551724137931; 0.662206210327672; 0.6599597585513078; 0.8159203980099502; 0.5828370462956155; 0.8697363242817787; 0.9301346801346801; 0.8606902356902357
ensemble_model_v2_N4_B48_E52_nb_zones_10_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.95512821 0.94193548 0.96129032 0.97419355 0.9483871 ]; 0.6796116504854369; 0.6407766990291263; 0.875; 0.9889250814332247; 0.9780927835051546; 0.9890463917525774; 0.6930232558139535; 0.7268292682926829; 0.6798397549192883; 0.6589861751152074; 0.6908212560386473; 0.6405325792388359; 0.8761984160066695; 0.8846801346801347; 0.875
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; 12; ica_diff; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.72346369 0.6424581  0.70670391 0.68435754 0.68539326]; 0.6904761904761905; 0.6700680272108843; 0.6893939393939394; 0.697136563876652; 0.7080536912751678; 0.6923937360178971; 0.7315634218289085; 0.8051948051948052; 0.6847402597402596; 0.6978193146417446; 0.8; 0.675974025974026; 0.7019386106623586; 0.7314814814814815; 0.6893939393939393
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; 12; ica_diff; svd; 1656; 552; 552; 0.6; 0.2; 0.2; [0.91566265 0.94578313 0.94879518 0.95151515 0.92121212]; 0.7527777777777778; 0.6722222222222223; 0.9078282828282829; 0.9927797833935018; 0.9963768115942029; 0.9927536231884058; 0.7935034802784223; 0.8860103626943006; 0.7424063789519407; 0.7163461538461537; 0.8922155688622755; 0.6870404269181845; 0.9127142287764048; 0.9638047138047138; 0.9078282828282828
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svd; 4; 48; 52; zones; ica_diff; svd; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.94680851 0.95212766 0.96808511 0.95212766 0.96808511]; 0.6411290322580645; 0.6209677419354839; 0.9175084175084175; 0.9930518439337253; 0.9882978723404255; 0.9930851063829788; 0.6666666666666667; 0.7295081967213115; 0.6425318761384335; 0.6666666666666666; 0.746031746031746; 0.6189175123601353; 0.9190082644628099; 0.936026936026936; 0.9175084175084176
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; 12; ica_diff; svdn; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.67714286 0.66666667 0.6637931  0.67241379 0.70114943]; 0.5520504731861199; 0.5772870662460567; 0.6691919191919192; 0.7298728813559323; 0.7910447761194029; 0.7072330654420207; 0.5644171779141104; 0.609271523178808; 0.554635761589404; 0.6149425287356322; 0.6445783132530121; 0.5739447857655788; 0.6932084309133488; 0.7474747474747475; 0.6691919191919191
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; 12; ica_diff; svdn; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.6734104  0.67052023 0.62790698 0.64244186 0.64534884]; 0.5276073619631901; 0.5674846625766872; 0.8434343434343434; 0.9555170421721548; 0.9593967517401392; 0.9553364269141531; 0.5698324022346369; 0.68; 0.5388636363636364; 0.6412213740458015; 0.7159090909090909; 0.5546212121212121; 0.8501208702659147; 0.8880471380471381; 0.8434343434343434
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svdn; 4; 48; 52; zones; ica_diff; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.68539326 0.67134831 0.63764045 0.67977528 0.64606742]; 0.5; 0.5234899328859061; 0.8131313131313131; 0.9153292750415053; 0.9292134831460674; 0.9140449438202247; 0.5525525525525525; 0.6388888888888888; 0.5045093795093795; 0.5773809523809523; 0.6298701298701299; 0.519796176046176; 0.8206785137318255; 0.8552188552188552; 0.813131313131313
svm_model_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; 12; ica_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.85359116 0.87569061 0.87016575 0.87016575 0.84444444]; 0.5563380281690141; 0.5528169014084507; 0.8034511784511784; 0.8771526980482206; 0.8451327433628318; 0.8816371681415929; 0.6648936170212767; 0.8865248226950354; 0.5586470267321331; 0.6718346253229974; 0.9090909090909091; 0.5502901353965184; 0.8135728542914171; 0.8577441077441077; 0.8034511784511784
ensemble_model_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; 12; ica_diff; svdne; 1854; 618; 618; 0.6; 0.2; 0.2; [0.94086022 0.93548387 0.9027027  0.90540541 0.90810811]; 0.7586206896551724; 0.7241379310344828; 0.9154040404040404; 0.9631284916201117; 0.9298813376483279; 0.9644012944983819; 0.7804878048780488; 0.8682170542635659; 0.7598661028893587; 0.7677419354838709; 0.9015151515151515; 0.7220754052149402; 0.9157938835358189; 0.92003367003367; 0.9154040404040403
ensemble_model_v2_N4_B48_E52_nb_zones_12_ica_diff_svdne; 4; 48; 52; zones; ica_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.93502825 0.93785311 0.93220339 0.93785311 0.93785311]; 0.594059405940594; 0.6006600660066007; 0.882996632996633; 0.9804372842347526; 0.9627118644067797; 0.9807909604519773; 0.6788511749347258; 0.87248322147651; 0.5985792730759173; 0.6967418546365914; 0.9025974025974026; 0.5955940033121241; 0.8896825396825396; 0.9436026936026936; 0.882996632996633
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; 4; ica_diff; svd; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.88181818 0.87962963 0.87962963 0.88888889 0.87962963]; 0.7666666666666667; 0.8111111111111111; 0.844789356984479; 0.8805970149253731; 0.8708487084870848; 0.8819188191881918; 0.776595744680851; 0.8202247191011236; 0.767255216693419; 0.8152173913043479; 0.8152173913043478; 0.8110177865612648; 0.8458149779735682; 0.8495575221238938; 0.8447787610619468
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; 4; ica_diff; svd; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.81481481 0.80555556 0.82407407 0.82075472 0.83962264]; 0.848314606741573; 0.848314606741573; 0.9349775784753364; 0.9924812030075187; 0.9850746268656716; 0.9925373134328358; 0.847457627118644; 0.9146341463414634; 0.8531504065040649; 0.8439306358381502; 0.8295454545454546; 0.8481060606060606; 0.9342403628117913; 0.9406392694063926; 0.9350773439542978
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.875      0.94545455 0.83636364 0.87272727 0.81818182]; 0.8152173913043478; 0.842391304347826; 0.9119565217391304; 0.967391304347826; 0.967391304347826; 0.967391304347826; 0.7999999999999999; 0.7311827956989247; 0.816140848398913; 0.8304093567251462; 0.7888888888888889; 0.8412529550827422; 0.9092945128779395; 0.8845315904139434; 0.9118970316494879
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; 4; ica_diff; svdn; 606; 202; 202; 0.6; 0.2; 0.2; [0.56557377 0.54918033 0.51639344 0.53333333 0.48333333]; 0.4801980198019802; 0.5099009900990099; 0.5168316831683168; 0.640506329113924; 0.834983498349835; 0.5313531353135313; 0.5679012345679013; 0.8518518518518519; 0.5416284052647689; 0.623574144486692; 0.845360824742268; 0.522680412371134; 0.6234567901234568; 0.83991683991684; 0.531489610884696
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; 4; ica_diff; svdn; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.47692308 0.40769231 0.53846154 0.4765625  0.4765625 ]; 0.4744186046511628; 0.5023255813953489; 0.7955390334572491; 1.0; 1.0; 1.0; 0.46445497630331756; 0.47572815533980584; 0.4744712205270458; 0.5446808510638297; 0.5517241379310345; 0.49808429118773945; 0.7985347985347985; 0.8044280442804428; 0.7954724491065136
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.48181818 0.58333333 0.59259259 0.53703704 0.5       ]; 0.5888888888888889; 0.5611111111111111; 0.8170731707317073; 0.9776951672862454; 0.9704797047970479; 0.977859778597786; 0.6021505376344086; 0.6292134831460674; 0.5893320162983084; 0.6030150753768844; 0.6666666666666666; 0.5611111111111111; 0.8212351029252438; 0.8422222222222222; 0.8171288102261554
svm_model_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; 4; ica_diff; svdne; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.88392857 0.86607143 0.89090909 0.84545455 0.87272727]; 0.8369565217391305; 0.8206521739130435; 0.8633405639913232; 0.8799999999999999; 0.8339350180505415; 0.8862815884476534; 0.823529411764706; 0.7777777777777778; 0.8356973995271867; 0.8358208955223881; 0.8235294117647058; 0.8203012912482066; 0.8593750000000001; 0.8208955223880597; 0.8640901452999901
ensemble_model_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; 4; ica_diff; svdne; 674; 224; 224; 0.6007130124777184; 0.19964349376114082; 0.19964349376114082; [0.88235294 0.88970588 0.87313433 0.94029851 0.8880597 ]; 0.8392857142857143; 0.8214285714285714; 0.9010695187165776; 0.9487554904831625; 0.9614243323442137; 0.9480712166172106; 0.856; 0.8991596638655462; 0.8352941176470587; 0.8181818181818182; 0.8571428571428571; 0.8235294117647058; 0.9037294015611449; 0.928698752228164; 0.9010695187165776
ensemble_model_v2_N4_B98_E102_nb_zones_4_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 704; 234; 234; 0.6006825938566553; 0.19965870307167236; 0.19965870307167236; [0.81690141 0.79577465 0.85       0.77142857 0.85      ]; 0.8333333333333334; 0.811965811965812; 0.8762798634812287; 0.9085545722713865; 0.875; 0.9119318181818181; 0.8251121076233183; 0.8070175438596491; 0.8326754385964912; 0.8181818181818181; 0.7983870967741935; 0.8128299120234604; 0.873140857392826; 0.8457627118644068; 0.8764896033548837
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; 6; ica_diff; svd; 1014; 338; 338; 0.6; 0.2; 0.2; [0.80392157 0.79411765 0.77722772 0.8019802  0.80693069]; 0.8076923076923077; 0.8579881656804734; 0.8124260355029586; 0.7879417879417879; 0.747534516765286; 0.7988165680473374; 0.808259587020649; 0.8253012048192772; 0.8079994396189408; 0.8536585365853658; 0.8695652173913043; 0.8585114222549741; 0.805402087170043; 0.7865707434052758; 0.8120937829175912
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; 6; ica_diff; svd; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.90686275 0.8872549  0.8872549  0.88118812 0.91089109]; 0.7692307692307693; 0.772189349112426; 0.8806146572104019; 0.9536945812807882; 0.952755905511811; 0.9537401574803149; 0.7808988764044944; 0.7722222222222223; 0.7690225035161744; 0.7957559681697612; 0.8426966292134831; 0.7682233146067415; 0.8844393592677345; 0.8926096997690531; 0.880324220344575
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [0.88202247 0.8258427  0.80898876 0.88764045 0.84659091]; 0.7871621621621622; 0.777027027027027; 0.8844594594594595; 0.9528089887640449; 0.954954954954955; 0.9527027027027027; 0.7947882736156352; 0.8187919463087249; 0.7869469935625255; 0.7857142857142858; 0.7756410256410257; 0.7771062271062271; 0.8863787375415283; 0.890520694259012; 0.88438483413361
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; 6; ica_diff; svdn; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.54444444 0.54444444 0.52222222 0.52247191 0.51685393]; 0.5570469798657718; 0.5033557046979866; 0.5442359249329759; 0.6545768566493956; 0.8459821428571429; 0.5535714285714286; 0.6699999999999999; 0.864516129032258; 0.5441461764042409; 0.6000000000000001; 0.7985611510791367; 0.5219220849735307; 0.6473029045643154; 0.8409703504043127; 0.5458185085354896
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; 6; ica_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.47849462 0.4673913  0.48369565 0.49456522 0.44565217]; 0.498371335504886; 0.48859934853420195; 0.7975260416666666; 1.0; 1.0; 1.0; 0.43795620437956206; 0.4225352112676056; 0.49308578745198467; 0.47840531561461797; 0.4260355029585799; 0.49562644713146387; 0.792251169004676; 0.7681347150259067; 0.7976799229579796
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.53684211 0.46842105 0.54736842 0.54787234 0.5212766 ]; 0.5365079365079365; 0.48253968253968255; 0.7937817258883249; 0.9830508474576272; 0.9809725158562368; 0.9830866807610994; 0.532051282051282; 0.5220125786163522; 0.5366473149492018; 0.49221183800623053; 0.5064102564102564; 0.4827648766328011; 0.7939124920735574; 0.7944162436548223; 0.7937817258883249
svm_model_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; 6; ica_diff; svdne; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.84408602 0.89784946 0.85483871 0.88043478 0.88043478]; 0.8181818181818182; 0.8344155844155844; 0.8592736705577172; 0.8812095032397408; 0.8812095032397408; 0.8812095032397407; 0.8271604938271604; 0.8220858895705522; 0.817939496509414; 0.8521739130434782; 0.8855421686746988; 0.8300950279993211; 0.8639498432601881; 0.8699494949494949; 0.8589747474747474
ensemble_model_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; 6; ica_diff; svdne; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.9244186  0.90697674 0.92941176 0.87058824 0.85294118]; 0.8485915492957746; 0.8274647887323944; 0.9015471167369902; 0.9418886198547216; 0.9110070257611241; 0.9437939110070257; 0.8458781362007168; 0.8676470588235294; 0.8493640699523053; 0.8243727598566308; 0.8778625954198473; 0.8310881604550217; 0.8988439306358381; 0.8962536023054755; 0.901423504449441
ensemble_model_v2_N4_B98_E102_nb_zones_6_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.83888889 0.82022472 0.83146067 0.83146067 0.79775281]; 0.7777777777777778; 0.8383838383838383; 0.8748317631224765; 0.9198218262806237; 0.9260089686098655; 0.9192825112107624; 0.7884615384615385; 0.8785714285714286; 0.7832347588717016; 0.8545454545454546; 0.9155844155844156; 0.8354145854145855; 0.8792207792207792; 0.9148648648648648; 0.8749927541482501
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; 8; ica_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.78813559 0.73305085 0.77542373 0.77542373 0.79661017]; 0.821882951653944; 0.8346055979643766; 0.797558494404883; 0.7791771620486985; 0.7864406779661017; 0.7771186440677966; 0.8011363636363635; 0.7230769230769231; 0.8211344211344213; 0.8266666666666667; 0.7524271844660194; 0.8387804371527957; 0.7924921793534933; 0.7669021190716448; 0.7978100338947969
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; 8; ica_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.80645161 0.80487805 0.76422764 0.79268293 0.7804878 ]; 0.8268292682926829; 0.848780487804878; 0.9069200779727096; 0.9529983792544571; 0.9545454545454546; 0.952922077922078; 0.8321513002364067; 0.8380952380952381; 0.8265476190476191; 0.8502415458937198; 0.8502415458937198; 0.8487660931439043; 0.9077740222114921; 0.9099709583736689; 0.906899120011172
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 1040; 346; 346; 0.6004618937644342; 0.1997690531177829; 0.1997690531177829; [0.86057692 0.89423077 0.82692308 0.84615385 0.85576923]; 0.7687861271676301; 0.7745664739884393; 0.8775981524249422; 0.9491525423728814; 0.9692307692307692; 0.9480769230769232; 0.7999999999999999; 0.9248554913294798; 0.7687861271676301; 0.8000000000000002; 0.9230769230769231; 0.777922642329422; 0.8855291576673866; 0.951276102088167; 0.8779369016187962
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; 8; ica_diff; svdn; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.53389831 0.51282051 0.53846154 0.51282051 0.53846154]; 0.5153846153846153; 0.5205128205128206; 0.5286885245901639; 0.6011730205278591; 0.6996587030716723; 0.5358361774744027; 0.5510688836104513; 0.6203208556149733; 0.5195200337188167; 0.5641025641025641; 0.657608695652174; 0.5278334740396792; 0.5844625112917796; 0.6760710553814002; 0.5315028643741172
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; 8; ica_diff; svdn; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.51239669 0.49586777 0.475      0.5125     0.47083333]; 0.46384039900249374; 0.49625935162094764; 0.792123629112662; 1.0; 1.0; 1.0; 0.47174447174447176; 0.5217391304347826; 0.46824283710679226; 0.5258215962441315; 0.5463414634146342; 0.4951095072175211; 0.7952871870397645; 0.8173562058526741; 0.7924219452908691
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 1056; 352; 352; 0.6; 0.2; 0.2; [0.55660377 0.50471698 0.42924528 0.52380952 0.5047619 ]; 0.4744318181818182; 0.5056818181818182; 0.7914772727272728; 0.992467043314501; 0.9981060606060606; 0.9924242424242423; 0.48753462603878117; 0.5116279069767442; 0.47525839793281655; 0.5; 0.5087719298245614; 0.5057671803818939; 0.792772444946358; 0.8059701492537313; 0.7916239947618489
svm_model_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; 8; ica_diff; svdne; 1230; 410; 410; 0.6; 0.2; 0.2; [0.89837398 0.83333333 0.86585366 0.83739837 0.83333333]; 0.802439024390244; 0.7878048780487805; 0.8307317073170731; 0.8519437551695616; 0.8373983739837398; 0.8544715447154472; 0.8029197080291971; 0.7746478873239436; 0.8035675984843068; 0.7728459530026109; 0.774869109947644; 0.7869779339692559; 0.8267598602096854; 0.8125613346418057; 0.8306259631501948
ensemble_model_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; 8; ica_diff; svdne; 1278; 426; 426; 0.6; 0.2; 0.2; [0.8359375  0.8828125  0.8828125  0.83984375 0.87795276]; 0.7887323943661971; 0.8262910798122066; 0.8830985915492958; 0.9344641480339246; 0.9483568075117371; 0.9334898278560251; 0.7935779816513763; 0.7972350230414746; 0.7885696646307851; 0.8348214285714285; 0.827433628318584; 0.8262168141592919; 0.8858321870701512; 0.8927911275415896; 0.8829413652975123
ensemble_model_v2_N4_B98_E102_nb_zones_8_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 1110; 370; 370; 0.6; 0.2; 0.2; [0.84684685 0.81531532 0.83783784 0.85585586 0.87837838]; 0.8297297297297297; 0.8189189189189189; 0.8854054054054054; 0.9281961471103327; 0.954954954954955; 0.9261261261261261; 0.8421052631578949; 0.9385474860335196; 0.8331480885664979; 0.8377723970944311; 0.8781725888324873; 0.8148088377688447; 0.8915046059365405; 0.9355531686358755; 0.8850779988990042
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; 10; ica_diff; svd; 1452; 484; 484; 0.6; 0.2; 0.2; [0.83561644 0.81724138 0.79310345 0.79310345 0.81724138]; 0.8463203463203464; 0.8311688311688312; 0.8240740740740741; 0.8140981340704906; 0.8112947658402204; 0.8147382920110191; 0.8473118279569892; 0.8565217391304348; 0.8463643178410796; 0.8347457627118644; 0.8491379310344828; 0.8310907046476761; 0.8246644295302014; 0.8274410774410774; 0.8240740740740742
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; 10; ica_diff; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.83802817 0.88028169 0.82978723 0.82624113 0.86170213]; 0.7685774946921444; 0.7473460721868365; 0.8646010186757216; 0.9376285126799176; 0.9674681753889675; 0.9356435643564357; 0.783300198807157; 0.8382978723404255; 0.7687252073566534; 0.7680311890838206; 0.8312236286919831; 0.7468083955425727; 0.8711111111111112; 0.914334181509754; 0.864558764501691
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.82867133 0.82167832 0.82517483 0.79577465 0.86619718]; 0.8189473684210526; 0.8589473684210527; 0.8952020202020202; 0.9324894514767932; 0.9298737727910238; 0.9326788218793829; 0.83203125; 0.902542372881356; 0.8194720232607616; 0.8667992047713718; 0.9121338912133892; 0.8586093184880506; 0.8978251949117767; 0.9208754208754208; 0.8952020202020202
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; 10; ica_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.51360544 0.51020408 0.53401361 0.56164384 0.50684932]; 0.545054945054945; 0.5252747252747253; 0.5387205387205387; 0.6441036488630354; 0.8308321964529332; 0.5409276944065484; 0.6412478336221837; 0.8149779735682819; 0.5456468815209831; 0.6447368421052632; 0.8596491228070176; 0.524538217791174; 0.6436931079323798; 0.8333333333333334; 0.5387205387205388
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; 10; ica_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.51369863 0.51369863 0.47260274 0.4760274  0.47945205]; 0.5152838427947598; 0.4868995633187773; 0.8076599326599326; 1.0; 1.0; 1.0; 0.54320987654321; 0.532258064516129; 0.5137480798771121; 0.4789356984478936; 0.5142857142857142; 0.48899769585253455; 0.8093450146015855; 0.8164983164983165; 0.8076599326599327
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.5033557  0.53691275 0.51677852 0.48986486 0.51013514]; 0.4943820224719101; 0.5123595505617977; 0.8076599326599326; 0.9898853674983142; 0.9878869448183042; 0.9899057873485868; 0.5243128964059197; 0.5102880658436214; 0.4927677952980483; 0.5123595505617977; 0.5643564356435643; 0.51674611905635; 0.8096626405664306; 0.8181818181818182; 0.8076599326599327
svm_model_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; 10; ica_diff; svdne; 1608; 536; 536; 0.6; 0.2; 0.2; [0.86024845 0.81055901 0.86024845 0.81677019 0.85625   ]; 0.8619791666666666; 0.859375; 0.8543771043771043; 0.8449059052563269; 0.8097014925373134; 0.85136815920398; 0.8539944903581267; 0.8072916666666666; 0.8619791666666666; 0.850828729281768; 0.8020833333333334; 0.859375; 0.8473080317740512; 0.8080808080808081; 0.8543771043771042
ensemble_model_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; 10; ica_diff; svdne; 1464; 488; 488; 0.6; 0.2; 0.2; [0.90136054 0.8877551  0.85616438 0.89726027 0.85273973]; 0.8201754385964912; 0.8201754385964912; 0.8973063973063973; 0.9457259158751696; 0.9521857923497268; 0.9453551912568305; 0.8177777777777778; 0.8558139534883721; 0.8220978481134806; 0.8346774193548387; 0.8589211618257261; 0.8178326739361189; 0.8991735537190082; 0.9158249158249159; 0.8973063973063974
ensemble_model_v2_N4_B98_E102_nb_zones_10_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.8006993  0.84615385 0.82867133 0.81818182 0.8028169 ]; 0.8291139240506329; 0.8270042194092827; 0.8922558922558923; 0.9361702127659575; 0.9551820728291317; 0.9348739495798319; 0.8421052631578947; 0.9391304347826087; 0.8322701354240911; 0.8492647058823529; 0.9467213114754098; 0.8233606557377049; 0.898170246618934; 0.9503367003367004; 0.8922558922558922
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; 12; ica_diff; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.80662983 0.79166667 0.76666667 0.80277778 0.80555556]; 0.8745644599303136; 0.8954703832752613; 0.8207070707070707; 0.8002219755826859; 0.8002219755826859; 0.8002219755826859; 0.8741258741258742; 0.8561643835616438; 0.8748907024191197; 0.8920863309352517; 0.8794326241134752; 0.895195764111532; 0.819949281487743; 0.8164983164983165; 0.8207070707070708
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; 12; ica_diff; svd; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.84943182 0.85511364 0.87142857 0.88       0.86285714]; 0.7909967845659164; 0.7717041800643086; 0.9006734006734006; 0.9436302142051861; 0.9543899657924744; 0.942987457240593; 0.8179271708683473; 0.954248366013072; 0.7935798792090678; 0.7988668555240793; 0.8924050632911392; 0.7697319434102754; 0.9049919484702094; 0.9461279461279462; 0.9006734006734007
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svd; 4; 98; 102; zones; ica_diff; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.87709497 0.86516854 0.86516854 0.85955056 0.85955056]; 0.7676767676767676; 0.8148148148148148; 0.9107744107744108; 0.9506726457399104; 0.9517396184062851; 0.9506172839506174; 0.8067226890756304; 0.9411764705882353; 0.7622549019607842; 0.8328267477203647; 0.9513888888888888; 0.8188316993464052; 0.91417004048583; 0.9503367003367004; 0.9107744107744107
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; 12; ica_diff; svdn; 1726; 575; 575; 0.6001390820584145; 0.19993045897079276; 0.19993045897079276; [0.51156069 0.52023121 0.53468208 0.49127907 0.51162791]; 0.5446153846153846; 0.5046153846153846; 0.5332491582491582; 0.6376811594202899; 0.8157589803012746; 0.5365005793742758; 0.6476190476190476; 0.8292682926829268; 0.5419633388880473; 0.631578947368421; 0.8571428571428571; 0.5078397212543554; 0.6381729200652528; 0.8232323232323232; 0.5332491582491583
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; 12; ica_diff; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.52247191 0.52247191 0.48595506 0.5        0.57022472]; 0.5; 0.5671140939597316; 0.882996632996633; 1.0; 1.0; 1.0; 0.4734982332155477; 0.4557823129251701; 0.49941433527053203; 0.5536332179930797; 0.5298013245033113; 0.5676217506870298; 0.8818027210884354; 0.872895622895623; 0.8829966329966329
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svdn; 4; 98; 102; zones; ica_diff; svdn; 1874; 624; 624; 0.6002562459961563; 0.19987187700192185; 0.19987187700192185; [0.46542553 0.4787234  0.52139037 0.5026738  0.51604278]; 0.5776892430278885; 0.4701195219123506; 0.8922558922558923; 0.990904226859283; 0.9882604055496265; 0.9909284951974386; 0.5891472868217055; 0.5846153846153846; 0.5774316592498411; 0.4388185654008439; 0.4297520661157025; 0.4687221869040051; 0.8917089678511; 0.8872053872053872; 0.8922558922558922
svm_model_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; 12; ica_diff; svdne; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.85714286 0.85989011 0.86263736 0.88186813 0.87637363]; 0.8273381294964028; 0.8453237410071942; 0.867003367003367; 0.8745119910764083; 0.8615384615384616; 0.8763736263736264; 0.8285714285714286; 0.8721804511278195; 0.8291936738397718; 0.8522336769759451; 0.8551724137931035; 0.8448794399792585; 0.8663282571912013; 0.8619528619528619; 0.8670033670033671
ensemble_model_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; 12; ica_diff; svdne; 1746; 582; 582; 0.6; 0.2; 0.2; [0.87428571 0.88       0.85428571 0.86206897 0.86206897]; 0.819047619047619; 0.8253968253968254; 0.9027777777777778; 0.9317269076305221; 0.9301260022909508; 0.93184421534937; 0.8421052631578947; 0.8994082840236687; 0.8127178406419714; 0.8231511254019291; 0.8767123287671232; 0.8288887087622598; 0.9043478260869566; 0.9191919191919192; 0.9027777777777778
ensemble_model_v2_N4_B98_E102_nb_zones_12_ica_diff_svdne; 4; 98; 102; zones; ica_diff; svdne; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.85380117 0.8245614  0.8625731  0.81578947 0.86470588]; 0.844311377245509; 0.8233532934131736; 0.8905723905723906; 0.9116775340841731; 0.9004683840749415; 0.9127634660421545; 0.8609625668449198; 0.9252873563218391; 0.8407686781609195; 0.8279883381924198; 0.8875; 0.825933908045977; 0.8918469217970049; 0.9023569023569024; 0.8905723905723905
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; 4; ica_diff; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.73728814 0.76724138 0.77586207 0.81896552 0.81896552]; 0.8505154639175257; 0.9175257731958762; 0.8237113402061855; 0.77007299270073; 0.7250859106529209; 0.7835051546391752; 0.8585365853658536; 0.8979591836734694; 0.8500212585034015; 0.9175257731958762; 0.9175257731958762; 0.9175257731958761; 0.8194297782470961; 0.7983539094650206; 0.8237637315920145
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; 4; ica_diff; svd; 546; 182; 182; 0.6; 0.2; 0.2; [0.78181818 0.76363636 0.82727273 0.81481481 0.77777778]; 0.9175824175824175; 0.8846153846153846; 0.9241758241758242; 0.9411764705882353; 0.967032967032967; 0.9395604395604397; 0.9214659685863874; 0.9565217391304348; 0.9171497584541063; 0.9014084507042254; 0.9696969696969697; 0.8764147499087258; 0.9284974093264249; 0.9655172413793104; 0.9233415803309108
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.82307692 0.85384615 0.85384615 0.83846154 0.86923077]; 0.8703703703703703; 0.8796296296296297; 0.9316081330868762; 0.9690402476780186; 0.963076923076923; 0.9692307692307691; 0.8715596330275229; 0.8558558558558559; 0.8707850707850708; 0.875; 0.875; 0.8794642857142857; 0.9309701492537313; 0.924074074074074; 0.9315942326089929
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; 4; ica_diff; svdn; 600; 200; 200; 0.6; 0.2; 0.2; [0.60833333 0.55833333 0.54166667 0.54166667 0.54166667]; 0.52; 0.595; 0.585; 0.575; 0.5366666666666666; 0.6033333333333333; 0.4893617021276596; 0.42990654205607476; 0.5267812280172848; 0.5714285714285714; 0.5142857142857142; 0.5992481203007518; 0.5570971184631803; 0.509765625; 0.5868500256147541
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; 4; ica_diff; svdn; 648; 216; 216; 0.6; 0.2; 0.2; [0.58461538 0.56923077 0.55384615 0.50769231 0.5078125 ]; 0.5370370370370371; 0.5324074074074074; 0.8074074074074075; 0.9891472868217055; 0.9845679012345679; 0.9891975308641976; 0.5833333333333334; 0.6306306306306306; 0.5343629343629344; 0.5470852017937219; 0.5865384615384616; 0.5343406593406593; 0.8122743682310468; 0.8348794063079777; 0.8074581874423438
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.46875   0.578125  0.5234375 0.5390625 0.5859375]; 0.5258215962441315; 0.45539906103286387; 0.7804878048780488; 0.97339593114241; 0.971875; 0.9734375000000001; 0.5258215962441315; 0.5384615384615384; 0.5261115031757233; 0.48214285714285715; 0.5192307692307693; 0.45686309103740297; 0.7825278810408923; 0.7973484848484849; 0.7806445026472908
svm_model_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; 4; ica_diff; svdne; 594; 198; 198; 0.6; 0.2; 0.2; [0.85       0.875      0.83898305 0.88983051 0.89830508]; 0.8434343434343434; 0.8484848484848485; 0.8696969696969697; 0.8903225806451612; 0.9292929292929293; 0.8855218855218854; 0.8442211055276383; 0.8484848484848485; 0.8434343434343435; 0.8557692307692307; 0.8240740740740741; 0.8509259259259259; 0.8743914313534568; 0.8908730158730159; 0.8693048206937096
ensemble_model_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; 4; ica_diff; svdne; 654; 218; 218; 0.6; 0.2; 0.2; [0.82575758 0.84090909 0.9        0.87692308 0.89230769]; 0.8944954128440367; 0.8807339449541285; 0.8963302752293578; 0.9015384615384616; 0.8960244648318043; 0.9021406727828746; 0.8909952606635072; 0.8952380952380953; 0.8945217024863042; 0.888888888888889; 0.9285714285714286; 0.8793800539083558; 0.8968036529680365; 0.9025735294117647; 0.8963417097608274
ensemble_model_v2_N4_B148_E152_nb_zones_4_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.72321429 0.86607143 0.8125     0.80909091 0.69090909]; 0.8216216216216217; 0.8324324324324325; 0.8844492440604752; 0.9241622574955909; 0.9424460431654677; 0.922661870503597; 0.83248730964467; 0.8541666666666666; 0.8203417602996255; 0.8287292817679559; 0.7731958762886598; 0.8354615745079662; 0.8867724867724867; 0.8895966029723992; 0.8843587410466391
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; 6; ica_diff; svd; 812; 270; 270; 0.6005917159763313; 0.1997041420118343; 0.1997041420118343; [0.82317073 0.80246914 0.81481481 0.83333333 0.80864198]; 0.8481481481481481; 0.8851851851851852; 0.8387573964497042; 0.8201970443349754; 0.8201970443349754; 0.8201970443349753; 0.8646864686468646; 0.8675496688741722; 0.845539540319439; 0.8830188679245283; 0.8931297709923665; 0.8854138063594926; 0.8420289855072464; 0.8444767441860465; 0.8386540347436255
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; 6; ica_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.90909091 0.9137931  0.86781609 0.88505747 0.88505747]; 0.7931034482758621; 0.8172413793103448; 0.8863636363636364; 0.9422222222222223; 0.9724770642201835; 0.9403669724770641; 0.8089171974522293; 0.9071428571428571; 0.7969047619047618; 0.832807570977918; 0.9103448275862069; 0.8172413793103448; 0.8922273024167211; 0.9472954230235784; 0.8867804064502297
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 746; 248; 248; 0.6006441223832528; 0.1996779388083736; 0.1996779388083736; [0.81333333 0.90666667 0.83333333 0.87162162 0.85810811]; 0.8225806451612904; 0.8548387096774194; 0.9017713365539453; 0.9447368421052631; 0.9624664879356568; 0.9436997319034852; 0.8382352941176471; 0.8769230769230769; 0.8198174706649283; 0.8636363636363636; 0.912; 0.8543739837398373; 0.9058641975308641; 0.9347133757961783; 0.9013957758459719
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; 6; ica_diff; svdn; 852; 284; 284; 0.6; 0.2; 0.2; [0.50581395 0.51764706 0.54117647 0.58823529 0.57058824]; 0.5387323943661971; 0.5563380281690141; 0.5619718309859155; 0.6845289541918755; 0.9295774647887324; 0.5715962441314554; 0.6632390745501285; 0.8775510204081632; 0.5263667510799941; 0.6701570680628272; 0.9014084507042254; 0.5563380281690141; 0.6773858921161827; 0.9132867132867133; 0.5594802360759807
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; 6; ica_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.55681818 0.48295455 0.60795455 0.49431818 0.5       ]; 0.5445205479452054; 0.4828767123287671; 0.8057455540355677; 1.0; 1.0; 1.0; 0.5610561056105611; 0.5629139072847682; 0.5438683011601145; 0.48813559322033895; 0.5106382978723404; 0.4837959701282232; 0.8075880758807589; 0.8153214774281806; 0.8057455540355677
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.50505051 0.5959596  0.56565657 0.60204082 0.54081633]; 0.524390243902439; 0.5304878048780488; 0.7868453105968332; 0.9595959595959597; 0.9634888438133874; 0.9594320486815416; 0.5214723926380368; 0.5483870967741935; 0.525638635092299; 0.544378698224852; 0.5679012345679012; 0.5309385690911794; 0.7883917775090689; 0.8049382716049382; 0.7870845204178537
svm_model_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; 6; ica_diff; svdne; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.89285714 0.85714286 0.91666667 0.85714286 0.86144578]; 0.8243727598566308; 0.8387096774193549; 0.8638968481375359; 0.8808933002481389; 0.847255369928401; 0.8854415274463007; 0.8280701754385965; 0.8251748251748252; 0.8243521184697655; 0.843205574912892; 0.8705035971223022; 0.8388232271325796; 0.8621190130624093; 0.8473609129814551; 0.8639682262749001
ensemble_model_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; 6; ica_diff; svdne; 906; 302; 302; 0.6; 0.2; 0.2; [0.75824176 0.79120879 0.83516484 0.82777778 0.80555556]; 0.890728476821192; 0.9172185430463576; 0.8754966887417218; 0.8628691983122363; 0.9028697571743929; 0.8565121412803532; 0.8932038834951455; 0.965034965034965; 0.8944671680520737; 0.9201277955271566; 0.9664429530201343; 0.9178619993858841; 0.8802547770700637; 0.9275167785234899; 0.8761766899153397
ensemble_model_v2_N4_B148_E152_nb_zones_6_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.86315789 0.89473684 0.90425532 0.86170213 0.85638298]; 0.8312101910828026; 0.8343949044585988; 0.8893129770992366; 0.9275970619097588; 0.9364406779661016; 0.926906779661017; 0.8507042253521127; 0.949685534591195; 0.829681476973017; 0.853932584269663; 0.9559748427672956; 0.8328261310610672; 0.8954326923076923; 0.9430379746835443; 0.88903816892745
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; 8; ica_diff; svd; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.87096774 0.87096774 0.87096774 0.875      0.87903226]; 0.847457627118644; 0.8135593220338984; 0.856727976766699; 0.8759936406995229; 0.8887096774193548; 0.8741935483870966; 0.8467153284671534; 0.8529411764705882; 0.8475232198142415; 0.8246013667425969; 0.8379629629629629; 0.8123824967099078; 0.8595825426944971; 0.8711538461538462; 0.8566295546558704
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; 8; ica_diff; svd; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.86725664 0.82743363 0.81415929 0.83035714 0.88839286]; 0.8613333333333333; 0.824; 0.8992537313432836; 0.9387402933563417; 0.9662522202486679; 0.9369449378330372; 0.8693467336683417; 0.865; 0.8610714285714287; 0.8166666666666667; 0.8212290502793296; 0.8238798312621137; 0.9014084507042255; 0.9171974522292994; 0.8991768845728938
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.86178862 0.86065574 0.8647541  0.88934426 0.8852459 ]; 0.8746928746928747; 0.8427518427518428; 0.900294695481336; 0.9284552845528456; 0.9345335515548282; 0.9279869067103109; 0.8848758465011286; 0.9245283018867925; 0.8725205611998065; 0.8552036199095022; 0.9402985074626866; 0.8439356614983337; 0.9040189125295508; 0.93359375; 0.900097270256917
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; 8; ica_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.52521008 0.58050847 0.52118644 0.54237288 0.49576271]; 0.5177664974619289; 0.550761421319797; 0.5573604060913706; 0.6495489243580846; 0.7918781725888325; 0.5727580372250423; 0.572072072072072; 0.7298850574712644; 0.5399425287356322; 0.6177105831533477; 0.6651162790697674; 0.5392620501494089; 0.6286201022146507; 0.753061224489796; 0.5583487940630798
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; 8; ica_diff; svdn; 1164; 388; 388; 0.6; 0.2; 0.2; [0.4957265  0.56837607 0.60775862 0.5387931  0.58189655]; 0.520618556701031; 0.5283505154639175; 0.8051546391752578; 0.9922077922077922; 0.9845360824742269; 0.9922680412371134; 0.541871921182266; 0.5729166666666666; 0.5211522108843537; 0.5734265734265734; 0.6212121212121212; 0.5263955342902711; 0.8100502512562814; 0.8292181069958847; 0.8051049212665373
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 1254; 418; 418; 0.6; 0.2; 0.2; [0.53571429 0.49206349 0.572      0.532      0.5       ]; 0.5167464114832536; 0.5263157894736842; 0.7976076555023923; 0.9815557337610264; 0.9760765550239234; 0.9816586921850079; 0.5190476190476191; 0.545; 0.5179128440366972; 0.5560538116591929; 0.5740740740740741; 0.5246607994132746; 0.799810695693327; 0.8101629913710451; 0.7976316389519982
svm_model_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; 8; ica_diff; svdne; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.8487395  0.84033613 0.92016807 0.8559322  0.92372881]; 0.8278481012658228; 0.8329113924050633; 0.8588056680161943; 0.8780487804878049; 0.8802698145025295; 0.8777403035413154; 0.8265306122448979; 0.8393782383419689; 0.8281049607551428; 0.8281250000000001; 0.8195876288659794; 0.8326793865722931; 0.8580152671755726; 0.860204081632653; 0.8588169002540775
ensemble_model_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; 8; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.87916667 0.87083333 0.87083333 0.85       0.9125    ]; 0.85; 0.835; 0.8865; 0.9178193653376728; 0.94; 0.9158333333333333; 0.8514851485148516; 0.8686868686868687; 0.8501850185018501; 0.8281250000000001; 0.8195876288659794; 0.8345510959863878; 0.887456618740704; 0.9022177419354839; 0.886624743983615
ensemble_model_v2_N4_B148_E152_nb_zones_8_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 1296; 432; 432; 0.6; 0.2; 0.2; [0.89230769 0.88461538 0.87692308 0.86434109 0.87209302]; 0.8634259259259259; 0.8449074074074074; 0.8921296296296296; 0.9192452830188679; 0.9398148148148148; 0.9174382716049382; 0.8703296703296703; 0.9383886255924171; 0.8651219146061633; 0.8583509513742071; 0.9311926605504587; 0.8441010031724255; 0.8965823346648912; 0.9377901578458682; 0.8922561130872924
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; 10; ica_diff; svd; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.8862069  0.86896552 0.88194444 0.88194444 0.90277778]; 0.8218884120171673; 0.7875536480686696; 0.8535353535353535; 0.8853591160220994; 0.8878116343490304; 0.8850415512465374; 0.823779193205945; 0.8290598290598291; 0.8218575007368112; 0.7967145790554414; 0.8362068965517241; 0.7877615679339818; 0.8553615960099751; 0.8661616161616161; 0.8535353535353536
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; 10; ica_diff; svd; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.81290323 0.84193548 0.83766234 0.7987013  0.81493506]; 0.9014423076923077; 0.8822115384615384; 0.9225589225589226; 0.9404309252217997; 0.961139896373057; 0.9391191709844559; 0.9002433090024331; 0.9343434343434344; 0.9029515336854786; 0.8878718535469107; 0.8899082568807339; 0.8818228153090538; 0.9241549876339653; 0.9436026936026936; 0.9225589225589225
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.86805556 0.84265734 0.81818182 0.8986014  0.88111888]; 0.8516949152542372; 0.8538135593220338; 0.8872053872053872; 0.911340206185567; 0.9259776536312849; 0.9099162011173184; 0.8648648648648648; 0.9333333333333333; 0.8502873563218392; 0.8633663366336635; 0.9396551724137931; 0.8552442528735632; 0.8918482647296206; 0.9301346801346801; 0.8872053872053872
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; 10; ica_diff; svdn; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.56       0.56375839 0.55369128 0.4966443  0.57718121]; 0.5135746606334841; 0.5429864253393665; 0.5513468013468014; 0.6531266702298236; 0.8190348525469169; 0.5650134048257373; 0.6181172291296625; 0.7631578947368421; 0.5054107230693556; 0.6353790613718412; 0.822429906542056; 0.5515658304640105; 0.643239625167336; 0.8089225589225589; 0.5513468013468014
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; 10; ica_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.54761905 0.52040816 0.53401361 0.53082192 0.5239726 ]; 0.46813186813186813; 0.5032967032967033; 0.803030303030303; 1.0; 1.0; 1.0; 0.48510638297872344; 0.4956521739130435; 0.4678260869565217; 0.5232067510548523; 0.5511111111111111; 0.503816425120773; 0.8058091286307054; 0.8173400673400674; 0.8030303030303031
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.53525641 0.53205128 0.50961538 0.50322581 0.49032258]; 0.5073170731707317; 0.47317073170731705; 0.8173400673400674; 0.9896640826873385; 0.9845758354755784; 0.9897172236503856; 0.5550660792951543; 0.5915492957746479; 0.5038964752984915; 0.4999999999999999; 0.5482233502538071; 0.475989609399204; 0.8216926869350863; 0.8417508417508418; 0.8173400673400674
svm_model_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; 10; ica_diff; svdne; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.88356164 0.90068493 0.8862069  0.9        0.84482759]; 0.8351409978308026; 0.841648590021692; 0.8657407407407407; 0.8866666666666666; 0.9147180192572214; 0.8830811554332874; 0.8362068965517242; 0.9150943396226415; 0.8410813063575054; 0.8645640074211502; 0.9357429718875502; 0.8334375236796242; 0.8725529364762286; 0.9191919191919192; 0.8657407407407407
ensemble_model_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; 10; ica_diff; svdne; 1424; 474; 474; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.84615385 0.84965035 0.89084507 0.89084507 0.88028169]; 0.8227848101265823; 0.8649789029535865; 0.8806913996627319; 0.9065743944636678; 0.9199438202247191; 0.9051966292134832; 0.8390804597701148; 0.9201680672268907; 0.8223721692066658; 0.8740157480314961; 0.9446808510638298; 0.8656458648624589; 0.8856565656565656; 0.9248945147679325; 0.8807286390183385
ensemble_model_v2_N4_B148_E152_nb_zones_10_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.87676056 0.8943662  0.8943662  0.88732394 0.84507042]; 0.8372093023255814; 0.8160676532769556; 0.8795435333896873; 0.9150877192982456; 0.9183098591549296; 0.9147887323943662; 0.8533333333333335; 0.9451476793248945; 0.8369806193234642; 0.8297455968688845; 0.8870292887029289; 0.8153095161463362; 0.8841934173100366; 0.9173693086003373; 0.8794473661645753
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; 12; ica_diff; svd; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.85263158 0.83068783 0.85714286 0.85714286 0.83597884]; 0.8099173553719008; 0.7892561983471075; 0.8367003367003367; 0.8415895481763747; 0.8171247357293869; 0.8461945031712474; 0.8017241379310346; 0.788135593220339; 0.8093903772553308; 0.7866108786610879; 0.7580645161290323; 0.7900492072170585; 0.8318890814558059; 0.8080808080808081; 0.8367003367003366
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; 12; ica_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.85511364 0.82102273 0.84375    0.81818182 0.82857143]; 0.8511326860841424; 0.8737864077669902; 0.9217171717171717; 0.9441062534587716; 0.9704209328782708; 0.9425483503981799; 0.8647058823529412; 0.9483870967741935; 0.8508169250104733; 0.8807339449541285; 0.935064935064935; 0.8739840804356932; 0.9248181083265967; 0.9629629629629629; 0.9217171717171717
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svd; 4; 148; 152; zones; ica_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.88920455 0.82954545 0.84375    0.87784091 0.86857143]; 0.8543689320388349; 0.8414239482200647; 0.8977272727272727; 0.9167132476243711; 0.9328782707622298; 0.9152445961319682; 0.8534201954397395; 0.8675496688741722; 0.8546609103864532; 0.8444444444444446; 0.8417721518987342; 0.8414158772738705; 0.8992119452509332; 0.9124579124579124; 0.8977272727272727
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; 12; ica_diff; svdn; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.55932203 0.53125    0.57386364 0.49431818 0.53409091]; 0.5374592833876222; 0.5700325732899023; 0.5521885521885522; 0.6629692832764504; 0.8819523269012486; 0.5516458569807037; 0.6570048309178744; 0.8774193548387097; 0.5341044142614602; 0.6632653061224489; 0.8552631578947368; 0.5727928692699491; 0.6622222222222223; 0.8779461279461279; 0.5521885521885522
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; 12; ica_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.52542373 0.50282486 0.53954802 0.51977401 0.5       ]; 0.5032894736842105; 0.5723684210526315; 0.8792087542087542; 0.996594778660613; 0.9932126696832579; 0.996606334841629; 0.5049180327868853; 0.5347222222222222; 0.5048611111111112; 0.5987654320987653; 0.60625; 0.570486111111111; 0.8799665411961523; 0.8855218855218855; 0.8792087542087541
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svdn; 4; 148; 152; zones; ica_diff; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.49453552 0.43442623 0.51092896 0.49726776 0.50824176]; 0.5328467153284672; 0.5766423357664233; 0.8808922558922558; 0.9787465940054496; 0.9824945295404814; 0.9786652078774618; 0.5328467153284672; 0.5289855072463768; 0.5328751065643649; 0.6133333333333334; 0.6764705882352942; 0.5773657289002558; 0.8825238688252387; 0.8947811447811448; 0.880892255892256
svm_model_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; 12; ica_diff; svdne; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.83428571 0.86857143 0.83333333 0.83333333 0.85057471]; 0.9113924050632911; 0.930379746835443; 0.8674242424242424; 0.8568341437061049; 0.9094036697247706; 0.8480504587155964; 0.9156626506024096; 0.8941176470588236; 0.912812248186946; 0.9251700680272108; 0.9315068493150684; 0.9304593070104754; 0.8728300363342754; 0.9099326599326599; 0.8674242424242424
ensemble_model_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; 12; ica_diff; svdne; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.85632184 0.8362069  0.8908046  0.8583815  0.87283237]; 0.83125; 0.8125; 0.882996632996633; 0.9090909090909092; 0.9447004608294931; 0.9055299539170507; 0.8411764705882352; 0.9407894736842105; 0.8364661654135339; 0.8437499999999999; 0.9642857142857143; 0.8045112781954887; 0.8900316455696203; 0.946969696969697; 0.882996632996633
ensemble_model_v2_N4_B148_E152_nb_zones_12_ica_diff_svdne; 4; 148; 152; zones; ica_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.85955056 0.87921348 0.83707865 0.83333333 0.89265537]; 0.8533333333333334; 0.8933333333333333; 0.9027777777777778; 0.9149753154141524; 0.9391891891891891; 0.9127252252252251; 0.8562091503267973; 0.8506493506493507; 0.8534068671054972; 0.8933333333333333; 0.9178082191780822; 0.8939690446539762; 0.9048991354466858; 0.9250841750841751; 0.9027777777777779
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; 4; ica_diff; svd; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.64615385 0.63846154 0.66923077 0.59230769 0.60769231]; 0.6990740740740741; 0.6759259259259259; 0.655268022181146; 0.48260869565217385; 0.3415384615384615; 0.6338461538461538; 0.5578231292517007; 0.4270833333333333; 0.6718749999999999; 0.5; 0.3723404255319149; 0.6410882455528427; 0.500669344042838; 0.36310679611650487; 0.6418708583757128
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; 4; ica_diff; svd; 600; 200; 200; 0.6; 0.2; 0.2; [0.8        0.74166667 0.74166667 0.80833333 0.80833333]; 0.79; 0.75; 0.908; 1.0; 1.0; 1.0; 0.7878787878787878; 0.7878787878787878; 0.78997899789979; 0.7311827956989247; 0.6868686868686869; 0.7493749374937494; 0.9065040650406505; 0.8955823293172691; 0.9079505272084353
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.88793103 0.80172414 0.89473684 0.69298246 0.76315789]; 0.7591623036649214; 0.8534031413612565; 0.8859832635983264; 0.9373881932021467; 0.9128919860627178; 0.9390243902439024; 0.7722772277227722; 0.8125; 0.7588815789473684; 0.839080459770115; 0.8295454545454546; 0.8516659311562225; 0.8834224598930482; 0.8768577494692145; 0.8858515551469784
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; 4; ica_diff; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.49180328 0.49166667 0.51666667 0.5        0.54166667]; 0.525; 0.51; 0.5359281437125748; 0.6344086021505376; 0.7840531561461794; 0.5481727574750831; 0.602510460251046; 0.7741935483870968; 0.5413023816701839; 0.5882352941176471; 0.7216494845360825; 0.5161645480932839; 0.6191646191646192; 0.769857433808554; 0.5405060163171929
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; 4; ica_diff; svdn; 528; 176; 176; 0.6; 0.2; 0.2; [0.5        0.50943396 0.55660377 0.52830189 0.53846154]; 0.5284090909090909; 0.5113636363636364; 0.8079545454545455; 1.0; 1.0; 1.0; 0.5561497326203207; 0.5360824742268041; 0.527534907999478; 0.4880952380952381; 0.5125; 0.5114583333333333; 0.8086070215175538; 0.8095238095238095; 0.8079509708211302
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.52238806 0.57462687 0.55223881 0.54545455 0.5530303 ]; 0.5405405405405406; 0.5180180180180181; 0.7918918918918919; 0.967065868263473; 0.96996996996997; 0.966966966966967; 0.5363636363636364; 0.5412844036697247; 0.540553706259641; 0.5367965367965368; 0.543859649122807; 0.5173001949317738; 0.7935656836461126; 0.7985611510791367; 0.7918798535179078
svm_model_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; 4; ica_diff; svdne; 474; 158; 158; 0.6; 0.2; 0.2; [0.8125     0.69791667 0.86170213 0.77659574 0.77659574]; 0.810126582278481; 0.8291139240506329; 0.8037974683544303; 0.7831858407079647; 0.7468354430379747; 0.7932489451476793; 0.8404255319148938; 0.9294117647058824; 0.8003223207091056; 0.8421052631578948; 0.9473684210526315; 0.8334403080872913; 0.8088779284833539; 0.8241206030150754; 0.8036419341605989
ensemble_model_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; 4; ica_diff; svdne; 642; 214; 214; 0.6; 0.2; 0.2; [0.87692308 0.8125     0.8203125  0.828125   0.8515625 ]; 0.8271028037383178; 0.7616822429906542; 0.8588785046728972; 0.8998410174880763; 0.881619937694704; 0.9018691588785046; 0.8229665071770335; 0.8349514563106796; 0.8273856380652498; 0.7692307692307693; 0.7727272727272727; 0.7613636363636364; 0.8574126534466479; 0.850187265917603; 0.8588622896752194
ensemble_model_v2_N4_B196_E200_nb_zones_4_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 546; 182; 182; 0.6; 0.2; 0.2; [0.80909091 0.79090909 0.85454545 0.83333333 0.82407407]; 0.7802197802197802; 0.7307692307692307; 0.8384615384615385; 0.8941605839416058; 0.8974358974358975; 0.8937728937728937; 0.736842105263158; 0.7567567567567568; 0.7765265265265265; 0.7100591715976332; 0.6741573033707865; 0.7295517699649631; 0.8308400460299195; 0.8279816513761468; 0.8380414585994657
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; 6; ica_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.67777778 0.70224719 0.71348315 0.69101124 0.71348315]; 0.6767676767676768; 0.6531986531986532; 0.6864064602960969; 0.5960665658093798; 0.44170403587443946; 0.7006726457399103; 0.5636363636363636; 0.45255474452554745; 0.6606523722627737; 0.6142322097378278; 0.47953216374269003; 0.6842105263157894; 0.5940766550522648; 0.45225464190981435; 0.6899251351625574
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; 6; ica_diff; svd; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.86170213 0.84574468 0.84042553 0.88297872 0.8655914 ]; 0.7467948717948718; 0.8108974358974359; 0.91101152368758; 0.9989327641408752; 0.997867803837953; 0.9989339019189765; 0.7655786350148367; 0.8269230769230769; 0.7467948717948718; 0.8126984126984128; 0.8648648648648649; 0.8135299934080422; 0.9125235997482694; 0.9379042690815006; 0.9112842004469608
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.79347826 0.74456522 0.77472527 0.7967033  0.77472527]; 0.7894736842105263; 0.7927631578947368; 0.8659658344283837; 0.9163952225841475; 0.9234135667396062; 0.9157549234135669; 0.7808219178082193; 0.7651006711409396; 0.7890019484736955; 0.8037383177570094; 0.8113207547169812; 0.7918672739102148; 0.8670143415906126; 0.869281045751634; 0.8659483167991987
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; 6; ica_diff; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.58064516 0.57526882 0.54301075 0.5483871  0.60869565]; 0.56957928802589; 0.598705501618123; 0.5860284605433377; 0.6577301161751563; 0.7931034482758621; 0.5872844827586208; 0.6453333333333334; 0.7515527950310559; 0.5615872083263387; 0.6852791878172588; 0.7714285714285715; 0.5722814498933901; 0.6610169491525424; 0.78; 0.5790080428954424
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; 6; ica_diff; svdn; 864; 288; 288; 0.6; 0.2; 0.2; [0.52873563 0.50574713 0.55813953 0.49418605 0.54069767]; 0.5277777777777778; 0.5520833333333334; 0.8145833333333333; 0.9976851851851852; 0.9976851851851852; 0.9976851851851852; 0.5072463768115942; 0.5426356589147286; 0.5291794646774901; 0.5742574257425742; 0.5471698113207547; 0.5526546731022379; 0.8149688149688149; 0.8166666666666667; 0.8145833333333333
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 882; 294; 294; 0.6; 0.2; 0.2; [0.52808989 0.55113636 0.48295455 0.48863636 0.52840909]; 0.5102040816326531; 0.47619047619047616; 0.7795918367346939; 0.9709172259507829; 0.9841269841269841; 0.9705215419501135; 0.503448275862069; 0.5; 0.5101351351351352; 0.43795620437956206; 0.43478260869565216; 0.47380156075808244; 0.7777777777777778; 0.7820689655172414; 0.7796250867854664
svm_model_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; 6; ica_diff; svdne; 906; 302; 302; 0.6; 0.2; 0.2; [0.86263736 0.83516484 0.86813187 0.87777778 0.86111111]; 0.7715231788079471; 0.7980132450331126; 0.8324503311258278; 0.861952861952862; 0.847682119205298; 0.8642384105960266; 0.7795527156549521; 0.7973856209150327; 0.7711760319340264; 0.8134556574923547; 0.8159509202453987; 0.7964646687557929; 0.8347485303723057; 0.8309492847854356; 0.8324786909757138
ensemble_model_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; 6; ica_diff; svdne; 930; 310; 310; 0.6; 0.2; 0.2; [0.80645161 0.79032258 0.83333333 0.75268817 0.86021505]; 0.8193548387096774; 0.8290322580645161; 0.8619354838709677; 0.8867313915857605; 0.8838709677419355; 0.8870967741935485; 0.8238993710691823; 0.8791946308724832; 0.8215848930759933; 0.8454810495626822; 0.8734939759036144; 0.8256358768406961; 0.8652392947103275; 0.8807692307692307; 0.8618131868131869
ensemble_model_v2_N4_B196_E200_nb_zones_6_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.81632653 0.81122449 0.80412371 0.80927835 0.7628866 ]; 0.808641975308642; 0.7901234567901234; 0.8495684340320592; 0.8812500000000001; 0.8685831622176592; 0.8829568788501028; 0.8037974683544304; 0.8355263157894737; 0.8102050183598533; 0.8023255813953489; 0.8214285714285714; 0.7889194139194139; 0.8493827160493828; 0.8525402726146221; 0.8495830197428939
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; 8; ica_diff; svd; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.628      0.652      0.65322581 0.58064516 0.62096774]; 0.6256038647342995; 0.6811594202898551; 0.6361003861003861; 0.46992054483541434; 0.3327974276527331; 0.6245980707395498; 0.5141065830721003; 0.36283185840707965; 0.6521606100546035; 0.5074626865671641; 0.35233160621761656; 0.66032869903641; 0.48637602179836514; 0.34293948126801155; 0.6375221169676624
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; 8; ica_diff; svd; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.776      0.776      0.796      0.78629032 0.77016129]; 0.7927710843373494; 0.7951807228915663; 0.9099229287090559; 0.9869918699186991; 0.9743178170144462; 0.9871589085072231; 0.8036529680365297; 0.8421052631578947; 0.7924118548799183; 0.7880299251870324; 0.7860696517412935; 0.7949039847491515; 0.9096181730304496; 0.9109390125847048; 0.9099277996768201
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.79230769 0.81007752 0.81782946 0.77906977 0.74418605]; 0.786046511627907; 0.8302325581395349; 0.8703531598513011; 0.9110764430577224; 0.9040247678018576; 0.9117647058823529; 0.778846153846154; 0.7677725118483413; 0.7857127399424355; 0.8266033254156769; 0.8093023255813954; 0.8302325581395349; 0.8683341198678622; 0.8582089552238806; 0.870308181315644
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; 8; ica_diff; svdn; 1052; 350; 350; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.55660377 0.55238095 0.51904762 0.52380952 0.55714286]; 0.5457142857142857; 0.5771428571428572; 0.571917808219178; 0.6055209260908281; 0.6463878326996197; 0.5788973384030418; 0.5667574931880109; 0.6227544910179641; 0.5490821635417689; 0.6063829787234042; 0.6440677966101694; 0.5763691584206916; 0.5980707395498391; 0.6413793103448275; 0.5723903354445227
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; 8; ica_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.52155172 0.56465517 0.60434783 0.53913043 0.51304348]; 0.53125; 0.546875; 0.8132154006243496; 0.9956483899042645; 0.9913344887348353; 0.9956672443674177; 0.5652173913043478; 0.5792079207920792; 0.5286149494070286; 0.546875; 0.5440414507772021; 0.5468898353362451; 0.8156137647663071; 0.8168724279835391; 0.8131730560970327
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.50403226 0.48790323 0.54435484 0.55645161 0.46747967]; 0.5145631067961165; 0.5509708737864077; 0.8001939864209505; 0.9780309194467046; 0.9709208400646203; 0.9781906300484653; 0.5238095238095238; 0.5288461538461539; 0.5144230769230769; 0.5454545454545455; 0.5362318840579711; 0.5510427712972783; 0.7996108949416343; 0.7949709864603481; 0.8002092286387344
svm_model_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; 8; ica_diff; svdne; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.82352941 0.80252101 0.81092437 0.8220339  0.84745763]; 0.7822784810126582; 0.7924050632911392; 0.8107287449392713; 0.8291873963515755; 0.8431703204047217; 0.8263069139966274; 0.7772020725388601; 0.7978723404255319; 0.7829941412272586; 0.8038277511961723; 0.8235294117647058; 0.7913458577148137; 0.8139303482587065; 0.8304568527918782; 0.8107884667592086
ensemble_model_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; 8; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.82083333 0.7875     0.80833333 0.80416667 0.82083333]; 0.805; 0.81; 0.8475; 0.8769356153219234; 0.8966666666666666; 0.8741666666666666; 0.8115942028985507; 0.8195121951219512; 0.8046278924327703; 0.805128205128205; 0.7810945273631841; 0.8101452536313408; 0.8498276710979813; 0.8578528827037774; 0.847437507750279
ensemble_model_v2_N4_B196_E200_nb_zones_8_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.74090909 0.79090909 0.75909091 0.79090909 0.79545455]; 0.825136612021858; 0.8333333333333334; 0.8537117903930131; 0.8705882352941177; 0.8745454545454545; 0.87; 0.8072289156626506; 0.7745664739884393; 0.8225163976159813; 0.8328767123287671; 0.8260869565217391; 0.8333731485905399; 0.8512763596004439; 0.8456449834619625; 0.853633302541792
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; 10; ica_diff; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.66197183 0.67253521 0.67021277 0.65602837 0.61702128]; 0.6857749469214437; 0.6687898089171974; 0.6646859083191851; 0.5353728489483748; 0.39603960396039606; 0.6562942008486563; 0.5911602209944751; 0.45147679324894513; 0.6872768581629342; 0.5465116279069767; 0.3949579831932773; 0.6717279186352652; 0.5490867579908676; 0.4069373942470389; 0.665564097464235
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; 10; ica_diff; svd; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.79666667 0.79530201 0.82214765 0.75838926 0.81543624]; 0.7873303167420814; 0.7963800904977375; 0.9221380471380471; 0.9993293091884642; 0.9986595174262735; 0.9993297587131367; 0.7873303167420814; 0.7981651376146789; 0.7874754259501966; 0.7991071428571428; 0.7991071428571429; 0.7963425622542595; 0.9223015539689207; 0.9242424242424242; 0.9221380471380471
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.86451613 0.8        0.84193548 0.7987013  0.8474026 ]; 0.7542168674698795; 0.7542168674698795; 0.8695286195286195; 0.9298013245033113; 0.908150064683053; 0.9314359637774903; 0.782051282051282; 0.8591549295774648; 0.7513596430065542; 0.7838983050847458; 0.9158415841584159; 0.758390275647283; 0.8734693877551021; 0.9006734006734006; 0.8695286195286194
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; 10; ica_diff; svdn; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.61034483 0.52413793 0.56597222 0.57986111 0.58333333]; 0.5257510729613734; 0.51931330472103; 0.5576599326599326; 0.6358173076923077; 0.7326869806094183; 0.5803324099722992; 0.6003616636528029; 0.7033898305084746; 0.5234340456890199; 0.5942028985507246; 0.7130434782608696; 0.5217759764185703; 0.6204405922715782; 0.7230639730639731; 0.5576599326599327
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; 10; ica_diff; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.52684564 0.53020134 0.51689189 0.47972973 0.55405405]; 0.5067264573991032; 0.5089686098654709; 0.8131313131313131; 0.9966193373901285; 0.9932614555256065; 0.9966307277628033; 0.506726457399103; 0.5207373271889401; 0.5070935544241644; 0.5186813186813187; 0.5152838427947598; 0.5087939951300988; 0.8134453781512606; 0.8148148148148148; 0.8131313131313131
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.58108108 0.55102041 0.55102041 0.56462585 0.52040816]; 0.5110619469026548; 0.5486725663716814; 0.7967171717171717; 0.9604365620736699; 0.9565217391304348; 0.9605978260869565; 0.5226781857451404; 0.5426008968609866; 0.5114751209195763; 0.5622317596566524; 0.5720524017467249; 0.5483580394383849; 0.798329853862213; 0.8047138047138047; 0.7967171717171717
svm_model_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; 10; ica_diff; svdne; 1476; 492; 492; 0.6; 0.2; 0.2; [0.82432432 0.78040541 0.81418919 0.82653061 0.84013605]; 0.7866666666666666; 0.8266666666666667; 0.8131313131313131; 0.8132780082987551; 0.7967479674796748; 0.8170731707317074; 0.7635467980295567; 0.7345971563981043; 0.7836165698308513; 0.8289473684210527; 0.7907949790794979; 0.829046778639275; 0.807625649913345; 0.7845117845117845; 0.8131313131313131
ensemble_model_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; 10; ica_diff; svdne; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.81690141 0.83098592 0.79225352 0.83802817 0.78723404]; 0.8050847457627118; 0.809322033898305; 0.8497036409822185; 0.88093599449415; 0.9026798307475318; 0.8779971791255289; 0.7889908256880733; 0.7166666666666667; 0.8066091954022989; 0.7846889952153111; 0.70995670995671; 0.8072605126547034; 0.8461205028175119; 0.8271186440677966; 0.8496845335398204
ensemble_model_v2_N4_B196_E200_nb_zones_10_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.78767123 0.76369863 0.75342466 0.75       0.76369863]; 0.8602620087336245; 0.834061135371179; 0.851010101010101; 0.8571428571428571; 0.8794520547945206; 0.8534246575342466; 0.8454106280193238; 0.7675438596491229; 0.8598588863463006; 0.8146341463414635; 0.7260869565217392; 0.834534706331045; 0.8475452196382428; 0.8282828282828283; 0.8510101010101009
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; 12; ica_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.62146893 0.63841808 0.61647727 0.66193182 0.66477273]; 0.6535947712418301; 0.6568627450980392; 0.6443602693602694; 0.5069984447900466; 0.36961451247165533; 0.6405895691609976; 0.5046728971962616; 0.34838709677419355; 0.6576372569963683; 0.5161290322580645; 0.3708609271523179; 0.65317239906003; 0.5078625509609783; 0.367003367003367; 0.6443602693602694
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; 12; ica_diff; svd; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.81179775 0.83146067 0.80225989 0.83333333 0.79661017]; 0.7774086378737541; 0.7441860465116279; 0.9381313131313131; 0.9983060417843026; 0.9966178128523112; 0.9983089064261557; 0.7759197324414716; 0.7532467532467533; 0.7779839208410637; 0.7441860465116279; 0.7619047619047619; 0.7445887445887446; 0.9380008435259384; 0.936026936026936; 0.938131313131313
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svd; 4; 196; 200; zones; ica_diff; svd; 1704; 568; 568; 0.6; 0.2; 0.2; [0.81871345 0.78070175 0.81764706 0.82352941 0.80588235]; 0.7797619047619048; 0.7708333333333334; 0.8741582491582491; 0.913953488372093; 0.9225352112676056; 0.9131455399061034; 0.7932960893854748; 0.8208092485549133; 0.778502783786659; 0.7728613569321534; 0.803680981595092; 0.771782687329338; 0.8762929251137774; 0.8914141414141414; 0.8741582491582492
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; 12; ica_diff; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.5718232  0.56906077 0.55833333 0.60277778 0.55277778]; 0.5699300699300699; 0.548951048951049; 0.5757575757575758; 0.6351351351351351; 0.729490022172949; 0.5809312638580931; 0.6261398176291793; 0.6959459459459459; 0.5653642773207991; 0.6006191950464397; 0.7028985507246377; 0.5541519780650215; 0.6299559471365638; 0.7222222222222222; 0.5757575757575757
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; 12; ica_diff; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.53314917 0.52486188 0.58611111 0.58888889 0.50555556]; 0.513986013986014; 0.48951048951048953; 0.8741582491582491; 0.992196209587514; 0.9866962305986696; 0.992239467849224; 0.5587301587301587; 0.5945945945945946; 0.5110654132393263; 0.5034013605442177; 0.5362318840579711; 0.4910889150019585; 0.875572201414898; 0.8855218855218855; 0.874158249158249
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svdn; 4; 196; 200; zones; ica_diff; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.52259887 0.56497175 0.51694915 0.5480226  0.57344633]; 0.5313531353135313; 0.594059405940594; 0.8585858585858586; 0.9599548787366047; 0.9615819209039548; 0.9598870056497174; 0.5722891566265061; 0.6089743589743589; 0.5289769754055469; 0.6328358208955225; 0.7210884353741497; 0.597723704866562; 0.8622950819672132; 0.8855218855218855; 0.8585858585858586
svm_model_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; 12; ica_diff; svdne; 1740; 580; 580; 0.6; 0.2; 0.2; [0.79885057 0.80747126 0.79597701 0.82471264 0.77298851]; 0.8742138364779874; 0.8679245283018868; 0.8207070707070707; 0.8009259259259259; 0.7954022988505747; 0.8022988505747126; 0.8787878787878788; 0.8950617283950617; 0.8738129154795821; 0.8662420382165605; 0.8717948717948718; 0.8679962013295347; 0.8204047217537943; 0.819023569023569; 0.8207070707070707
ensemble_model_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; 12; ica_diff; svdne; 1866; 622; 622; 0.6; 0.2; 0.2; [0.82085561 0.79144385 0.79411765 0.81989247 0.78763441]; 0.8117647058823529; 0.8392156862745098; 0.8547979797979798; 0.8673575129533678; 0.8971061093247589; 0.8628081457663452; 0.8079999999999999; 0.8015873015873016; 0.8116463639719455; 0.8464419475655431; 0.875968992248062; 0.8387781469176818; 0.8590110339190846; 0.8846801346801347; 0.8547979797979798
ensemble_model_v2_N4_B196_E200_nb_zones_12_ica_diff_svdne; 4; 196; 200; zones; ica_diff; svdne; 1782; 594; 594; 0.6; 0.2; 0.2; [0.77653631 0.80898876 0.80617978 0.83426966 0.80898876]; 0.7912457912457912; 0.8013468013468014; 0.8615319865319865; 0.8836689038031321; 0.8866442199775533; 0.8832772166105499; 0.7753623188405797; 0.8045112781954887; 0.7924995415367688; 0.8090614886731391; 0.7621951219512195; 0.8059095910507977; 0.8613569321533924; 0.8602693602693603; 0.8615319865319865
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; 4; svd_trunc_diff; svd; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.95384615 0.96153846 0.97692308 0.96153846 0.96923077]; 0.6435185185185185; 0.6064814814814815; 0.8391866913123844; 0.981651376146789; 0.9876923076923076; 0.9815384615384616; 0.7049808429118773; 0.8070175438596491; 0.6339009287925697; 0.6909090909090908; 0.8050847457627118; 0.586215842269111; 0.853781512605042; 0.9120287253141831; 0.8369667436094725
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; 4; svd_trunc_diff; svd; 588; 196; 196; 0.6; 0.2; 0.2; [0.97457627 0.98305085 0.95762712 0.94915254 0.97413793]; 0.5969387755102041; 0.6479591836734694; 0.8387755102040816; 0.9829931972789115; 0.9829931972789115; 0.9829931972789115; 0.6694560669456068; 0.9302325581395349; 0.6332980972515856; 0.7376425855513308; 0.97; 0.64125; 0.855045871559633; 0.9708333333333333; 0.8414166666666665
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 648; 216; 216; 0.6; 0.2; 0.2; [0.96153846 0.97692308 0.96153846 0.93846154 0.96875   ]; 0.5879629629629629; 0.6342592592592593; 0.8407407407407408; 0.9937888198757764; 0.9876543209876543; 0.9938271604938271; 0.6832740213523132; 0.9056603773584906; 0.5937392795883363; 0.7084870848708488; 0.8888888888888888; 0.6342592592592593; 0.8561872909698997; 0.9516728624535316; 0.8411500843632971
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; 4; svd_trunc_diff; svdn; 506; 168; 168; 0.6009501187648456; 0.1995249406175772; 0.1995249406175772; [0.60784314 0.59803922 0.55882353 0.6        0.56      ]; 0.5357142857142857; 0.44642857142857145; 0.6104513064133017; 0.6722338204592901; 0.6363636363636364; 0.6897233201581027; 0.5301204819277109; 0.5238095238095238; 0.5357142857142857; 0.37583892617449666; 0.4117647058823529; 0.44088235294117645; 0.5869017632241813; 0.5753086419753086; 0.6091646184704919
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; 4; svd_trunc_diff; svdn; 642; 214; 214; 0.6; 0.2; 0.2; [0.6       0.640625  0.65625   0.6953125 0.640625 ]; 0.5280373831775701; 0.5093457943925234; 0.7654205607476635; 0.9306625577812018; 0.940809968847352; 0.9299065420560747; 0.597609561752988; 0.6880733944954128; 0.5249890782000874; 0.5643153526970954; 0.6666666666666666; 0.5163690476190477; 0.7800175284837861; 0.8364661654135338; 0.7658167258294435
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.68032787 0.67213115 0.6147541  0.74590164 0.59016393]; 0.5270935960591133; 0.5665024630541872; 0.7942913385826772; 0.9590834697217676; 0.9606557377049181; 0.959016393442623; 0.5471698113207547; 0.5523809523809524; 0.5261904761904762; 0.5925925925925924; 0.7111111111111111; 0.5812192723697149; 0.7988450433108757; 0.83; 0.7948449612403101
svm_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; 4; svd_trunc_diff; svdne; 576; 192; 192; 0.6; 0.2; 0.2; [0.87068966 0.9137931  0.9137931  0.87719298 0.86842105]; 0.65625; 0.6145833333333334; 0.79375; 0.9003436426116839; 0.9097222222222222; 0.8993055555555556; 0.7401574803149606; 0.831858407079646; 0.6184608491094432; 0.6942148760330579; 0.8076923076923077; 0.5970279720279721; 0.8163265306122449; 0.8712871287128713; 0.7894897182025894
ensemble_model_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; 4; svd_trunc_diff; svdne; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.97540984 0.96721311 0.98360656 0.99180328 0.98333333]; 0.6386138613861386; 0.5792079207920792; 0.8438735177865613; 1.0; 1.0; 1.0; 0.7306273062730627; 0.9339622641509434; 0.6232311320754718; 0.679245283018868; 0.9375; 0.5961084905660378; 0.8618881118881119; 0.974308300395257; 0.8438735177865613
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.93220339 0.93220339 0.94067797 0.94067797 0.97457627]; 0.5510204081632653; 0.6173469387755102; 0.8279022403258656; 0.9897610921501707; 0.9830508474576272; 0.9898305084745764; 0.65625; 0.9230769230769231; 0.5758241758241758; 0.7035573122529644; 0.9368421052631579; 0.6268368942157374; 0.845662100456621; 0.9625779625779626; 0.8305903784945702
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; 6; svd_trunc_diff; svd; 864; 288; 288; 0.6; 0.2; 0.2; [0.91954023 0.96551724 0.97674419 0.94186047 0.96511628]; 0.5625; 0.6493055555555556; 0.8291666666666667; 0.978085351787774; 0.9814814814814815; 0.9780092592592593; 0.6612903225806452; 0.8913043478260869; 0.5756521739130435; 0.7186629526462395; 0.8958333333333334; 0.6493055555555556; 0.8460575719649561; 0.9467787114845938; 0.8301386670370627
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; 6; svd_trunc_diff; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.93157895 0.91578947 0.95789474 0.94148936 0.95744681]; 0.6761904761904762; 0.653968253968254; 0.8610406091370558; 0.9915074309978769; 0.9873150105708245; 0.9915433403805496; 0.7272727272727272; 0.8553459119496856; 0.6744678277697146; 0.7197943444730077; 0.8641975308641975; 0.6477850399419027; 0.8715542521994135; 0.9357682619647355; 0.8604672511869713
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 822; 274; 274; 0.6; 0.2; 0.2; [0.95180723 0.94512195 0.92073171 0.94512195 0.97560976]; 0.6204379562043796; 0.6094890510948905; 0.8372262773722627; 0.9854014598540146; 0.9854014598540146; 0.9854014598540146; 0.6923076923076923; 0.9; 0.6340277777777779; 0.711590296495957; 0.9496402877697842; 0.6044497735145217; 0.8543435662965382; 0.961764705882353; 0.8381287297527708
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; 6; svd_trunc_diff; svdn; 824; 274; 274; 0.6005830903790087; 0.19970845481049562; 0.19970845481049562; [0.62048193 0.60843373 0.64634146 0.60365854 0.57317073]; 0.5364963503649635; 0.5218978102189781; 0.6443148688046647; 0.7125; 0.691747572815534; 0.720873786407767; 0.5836065573770491; 0.6357142857142857; 0.5342750533049041; 0.5704918032786884; 0.6214285714285714; 0.5196695095948827; 0.6539007092198582; 0.6661849710982659; 0.6441218973138387
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; 6; svd_trunc_diff; svdn; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.5989011  0.65       0.59444444 0.67222222 0.63888889]; 0.5066666666666667; 0.51; 0.7916111850865513; 0.9800443458980045; 0.9800443458980045; 0.9800443458980045; 0.5647058823529412; 0.6233766233766234; 0.5034691336061199; 0.5972602739726027; 0.6687116564417178; 0.4949397698266984; 0.8052271313005599; 0.8424479166666666; 0.7904337675976385
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.61235955 0.61797753 0.65340909 0.59090909 0.60795455]; 0.47278911564625853; 0.4965986394557823; 0.7479619565217391; 0.9235955056179777; 0.9298642533936652; 0.923076923076923; 0.5171339563862929; 0.5533333333333333; 0.4711111111111111; 0.5595238095238094; 0.6394557823129252; 0.4965986394557823; 0.7601809954751131; 0.7956698240866035; 0.7477666992192908
svm_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; 6; svd_trunc_diff; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.9494382  0.9375     0.9375     0.96022727 0.90909091]; 0.5986394557823129; 0.6394557823129252; 0.826530612244898; 0.9645714285714286; 0.9569160997732427; 0.9648526077097506; 0.700507614213198; 0.8961038961038961; 0.5837662337662337; 0.6954022988505748; 0.9029850746268657; 0.6608675373134328; 0.8423005565862708; 0.934156378600823; 0.8274020759400875
ensemble_model_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; 6; svd_trunc_diff; svdne; 1042; 347; 347; 0.6002304147465438; 0.19988479262672812; 0.19988479262672812; [0.92857143 0.96634615 0.94230769 0.94711538 0.95673077]; 0.6080691642651297; 0.6397694524495677; 0.8433179723502304; 0.9894937917860553; 0.9942418426103646; 0.989443378119002; 0.6822429906542056; 0.8902439024390244; 0.6227175796348128; 0.7165532879818594; 0.8926553672316384; 0.6345629777334663; 0.8580375782881002; 0.9535962877030162; 0.8440750317233616
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.96111111 0.93333333 0.97222222 0.93258427 0.94382022]; 0.6208053691275168; 0.6174496644295302; 0.8431635388739946; 0.9921259842519685; 0.984375; 0.9921875; 0.6666666666666666; 0.7902097902097902; 0.6273629596210241; 0.6742857142857143; 0.7763157894736842; 0.614185291997116; 0.8517110266159695; 0.9044414535666218; 0.8434089777846461
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; 8; svd_trunc_diff; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.97413793 0.98706897 0.96956522 0.95217391 0.97826087]; 0.5989583333333334; 0.5911458333333334; 0.8366285119667014; 0.9974025974025974; 0.9982668977469671; 0.9974003466204506; 0.7003891050583657; 0.9375; 0.5989583333333333; 0.6998087954110899; 0.9481865284974094; 0.5892765103220031; 0.8567518248175182; 0.9760914760914761; 0.8364832380457381
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; 8; svd_trunc_diff; svd; 1086; 362; 362; 0.6; 0.2; 0.2; [0.97706422 0.96330275 0.97706422 0.97222222 0.95833333]; 0.6408839779005525; 0.6325966850828729; 0.8519337016574585; 0.9953917050691246; 0.994475138121547; 0.9953959484346225; 0.7210300429184548; 0.9130434782608695; 0.6362970200293112; 0.691415313225058; 0.8816568047337278; 0.6480822883772266; 0.8647830474268418; 0.9564732142857143; 0.8529630841669271
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.94067797 0.96186441 0.97457627 0.93644068 0.96610169]; 0.6590330788804071; 0.6895674300254453; 0.8697863682604272; 1.0; 1.0; 1.0; 0.7231404958677686; 0.8838383838383839; 0.6573038073038073; 0.748971193415638; 0.9054726368159204; 0.6845071517412935; 0.8809302325581395; 0.9575328614762386; 0.869247495221231
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; 8; svd_trunc_diff; svdn; 1242; 414; 414; 0.6; 0.2; 0.2; [0.584      0.60887097 0.60887097 0.62096774 0.60887097]; 0.5434782608695652; 0.5265700483091788; 0.6004830917874396; 0.6394779771615008; 0.6312399355877617; 0.6441223832528181; 0.5655172413793104; 0.5942028985507246; 0.5434782608695652; 0.5311004784688995; 0.5285714285714286; 0.5265406162464986; 0.6022126022126022; 0.603082851637765; 0.6004755343460142
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; 8; svd_trunc_diff; svdn; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.5942623  0.58606557 0.64754098 0.56967213 0.58606557]; 0.5541871921182266; 0.46551724137931033; 0.7736220472440944; 0.9495934959349592; 0.9573770491803278; 0.9491803278688524; 0.6283367556468172; 0.7574257425742574; 0.5551834595224229; 0.5450733752620546; 0.65; 0.46820388349514563; 0.7903372835004558; 0.8567193675889329; 0.7739479190885841
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.616     0.632     0.62      0.616     0.5766129]; 0.5216346153846154; 0.4807692307692308; 0.7572115384615384; 0.927652733118971; 0.9246794871794872; 0.9278846153846154; 0.5683297180043383; 0.6093023255813953; 0.5185815110494041; 0.515695067264574; 0.5637254901960784; 0.48233444321124674; 0.7652254765225477; 0.7890699904122723; 0.7571193732196366
svm_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; 8; svd_trunc_diff; svdne; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.90650407 0.93902439 0.93089431 0.91463415 0.93032787]; 0.7139364303178484; 0.7090464547677262; 0.8519061583577713; 0.9441201000834027; 0.9218241042345277; 0.9454397394136808; 0.7547169811320754; 0.8910891089108911; 0.716075955421629; 0.767123287671233; 0.8909090909090909; 0.6941317941317942; 0.8614540466392318; 0.9092664092664092; 0.8511678580985512
ensemble_model_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; 8; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.92857143 0.95378151 0.94537815 0.93277311 0.94491525]; 0.696969696969697; 0.7171717171717171; 0.8737373737373737; 0.9847715736040609; 0.9797979797979798; 0.9848484848484849; 0.7402597402597403; 0.8592964824120602; 0.696145703134964; 0.7543859649122807; 0.8557213930348259; 0.7150401836969; 0.8809523809523809; 0.9305835010060363; 0.8735067606450059
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.94607843 0.96078431 0.94607843 0.92574257 0.95544554]; 0.6538461538461539; 0.6952662721893491; 0.8611111111111112; 0.9850448654037887; 0.9724409448818898; 0.985236220472441; 0.7234042553191489; 0.884393063583815; 0.6482571378525135; 0.7493917274939174; 0.9333333333333333; 0.7007707129094413; 0.8720740337506805; 0.9468085106382979; 0.861111111111111
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; 10; svd_trunc_diff; svd; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.95033113 0.96666667 0.97       0.96       0.96666667]; 0.6064073226544623; 0.5583524027459954; 0.8396464646464646; 0.9893899204244032; 0.9933422103861518; 0.9893475366178429; 0.7094594594594595; 0.9292035398230089; 0.5949335234660067; 0.6666666666666667; 0.9146919431279621; 0.5701778299710607; 0.8577827547592385; 0.9671717171717171; 0.8396464646464646
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; 10; svd_trunc_diff; svd; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.95517241 0.98263889 0.9375     0.94791667 0.95486111]; 0.6423982869379015; 0.6466809421841542; 0.8598484848484849; 0.9993069993069993; 1.0; 0.9993065187239945; 0.7266775777414076; 0.9487179487179487; 0.6417409486079013; 0.7272727272727273; 0.944206008583691; 0.6473166795055207; 0.8747649492290335; 0.9789562289562289; 0.8598484848484848
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.94594595 0.93243243 0.93581081 0.94932432 0.94217687]; 0.7193763919821826; 0.7260579064587973; 0.8893097643097643; 0.9905405405405405; 0.9918809201623816; 0.9905277401894452; 0.7717391304347826; 0.9141630901287554; 0.7117111746940074; 0.7692307692307693; 0.9490740740740741; 0.7341936893975521; 0.8974658869395711; 0.9688552188552189; 0.8893097643097644
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; 10; svd_trunc_diff; svdn; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.61666667 0.62080537 0.62751678 0.60402685 0.60738255]; 0.47737556561085975; 0.48642533936651583; 0.6262626262626263; 0.7121820615796518; 0.7131367292225201; 0.7117962466487936; 0.5116279069767441; 0.5734597156398105; 0.4815350526251; 0.5054466230936819; 0.5021645021645021; 0.4856794074803553; 0.6339653751030503; 0.6473063973063973; 0.6262626262626263
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; 10; svd_trunc_diff; svdn; 1422; 474; 474; 0.6; 0.2; 0.2; [0.59090909 0.5528169  0.58802817 0.55633803 0.53521127]; 0.4873417721518987; 0.5189873417721519; 0.7924050632911392; 0.9852631578947368; 0.9873417721518988; 0.9852320675105485; 0.5149700598802395; 0.581081081081081; 0.4929214929214929; 0.5730337078651685; 0.6047430830039525; 0.5127787813209808; 0.8; 0.8296795952782462; 0.7923735814229069
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.57615894 0.56291391 0.56622517 0.55298013 0.58      ]; 0.5299539170506913; 0.5138248847926268; 0.8005050505050505; 0.9605878423513694; 0.9535809018567639; 0.9608753315649868; 0.5188679245283018; 0.5164319248826291; 0.5297091751109978; 0.5215419501133787; 0.5203619909502263; 0.5137021222356765; 0.7993226079593564; 0.7946127946127947; 0.8005050505050506
svm_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; 10; svd_trunc_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.88       0.90604027 0.88255034 0.91610738 0.89261745]; 0.7013574660633484; 0.7262443438914027; 0.8417508417508418; 0.9169480081026333; 0.9101876675603218; 0.9175603217158176; 0.7338709677419354; 0.8504672897196262; 0.705935399245778; 0.7677543186180422; 0.8771929824561403; 0.7213067716019019; 0.8494795836669337; 0.8930976430976431; 0.8417508417508418
ensemble_model_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; 10; svd_trunc_diff; svdne; 1536; 512; 512; 0.6; 0.2; 0.2; [0.94155844 0.94805195 0.93831169 0.96732026 0.95424837]; 0.7357142857142858; 0.7404761904761905; 0.8960437710437711; 0.9823644676681906; 0.9791666666666666; 0.982421875; 0.7350835322195705; 0.7979274611398963; 0.7403734221999041; 0.7635574837310195; 0.775330396475771; 0.7374061308803725; 0.8975528826213189; 0.9107744107744108; 0.8960437710437711
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 1590; 530; 530; 0.6; 0.2; 0.2; [0.94339623 0.91823899 0.94025157 0.94654088 0.94025157]; 0.638676844783715; 0.5903307888040712; 0.8619528619528619; 0.9841068022886205; 0.9735849056603774; 0.9842767295597484; 0.7078189300411524; 0.8431372549019608; 0.6305633364456894; 0.652267818574514; 0.798941798941799; 0.5980003112356054; 0.8699444885011896; 0.9234006734006734; 0.861952861952862
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; 12; svd_trunc_diff; svd; 1860; 620; 620; 0.6; 0.2; 0.2; [0.93548387 0.94623656 0.95698925 0.95430108 0.95967742]; 0.5; 0.5930232558139535; 0.9015151515151515; 1.0; 1.0; 1.0; 0.6282420749279539; 0.9008264462809917; 0.523405923870423; 0.7123287671232877; 0.948905109489051; 0.5694938770585751; 0.9090202177293935; 0.984006734006734; 0.9015151515151514
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; 12; svd_trunc_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.93370166 0.93646409 0.91388889 0.95555556 0.93888889]; 0.6433566433566433; 0.5909090909090909; 0.9015151515151515; 0.9917264202978489; 0.9966740576496674; 0.9916851441241685; 0.7357512953367876; 0.9466666666666667; 0.6277450980392156; 0.6776859504132232; 0.9044117647058824; 0.6055392156862744; 0.9086651053864169; 0.9797979797979798; 0.9015151515151514
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svd; 4; 0; 4; zones; svd_trunc_diff; svd; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.95977011 0.9566474  0.94797688 0.96242775 0.95086705]; 0.6677018633540373; 0.6242236024844721; 0.8947811447811448; 0.9873125720876585; 0.9884526558891455; 0.9872979214780601; 0.7304785894206549; 0.8950617283950617; 0.6662808641975309; 0.6982543640897756; 0.875; 0.6257716049382716; 0.901263823064771; 0.9604377104377104; 0.8947811447811448
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; 12; svd_trunc_diff; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.62290503 0.62011173 0.56703911 0.60055866 0.58938547]; 0.47440273037542663; 0.5358361774744027; 0.6313131313131313; 0.66283084004603; 0.6435754189944134; 0.6726256983240223; 0.5032258064516129; 0.5379310344827586; 0.4750465983224604; 0.577639751552795; 0.6283783783783784; 0.534878844361603; 0.6303797468354431; 0.6287878787878788; 0.6313131313131314
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; 12; svd_trunc_diff; svdn; 1668; 556; 556; 0.6; 0.2; 0.2; [0.58682635 0.64071856 0.61676647 0.60778443 0.60843373]; 0.4887005649717514; 0.519774011299435; 0.8265993265993266; 0.9636255217650567; 0.9688249400479616; 0.9634292565947242; 0.5370843989769821; 0.6140350877192983; 0.49280989358642513; 0.5952380952380952; 0.6830601092896175; 0.5140446745278497; 0.8344051446945336; 0.8737373737373737; 0.8265993265993264
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdn; 4; 0; 4; zones; svd_trunc_diff; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.57103825 0.55191257 0.56557377 0.56557377 0.56043956]; 0.48905109489051096; 0.4708029197080292; 0.8345959595959596; 0.941112322791712; 0.9442013129102844; 0.9409190371991247; 0.5070422535211268; 0.576; 0.49605369127516774; 0.5182724252491695; 0.5234899328859061; 0.465744966442953; 0.8375361719718892; 0.8526936026936027; 0.8345959595959597
svm_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; 12; svd_trunc_diff; svdne; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.91954023 0.92241379 0.89942529 0.88218391 0.9132948 ]; 0.6927899686520376; 0.7210031347962382; 0.8720538720538721; 0.9321739130434783; 0.9252013808975834; 0.932681242807825; 0.7292817679558012; 0.825; 0.6923742138364779; 0.7534626038781165; 0.8553459119496856; 0.7214229559748428; 0.8758169934640523; 0.9023569023569024; 0.872053872053872
ensemble_model_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; 12; svd_trunc_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.92934783 0.91847826 0.91304348 0.91576087 0.93989071]; 0.7137546468401487; 0.6802973977695167; 0.9132996632996633; 0.9764383561643836; 0.969532100108814; 0.9766050054406965; 0.7317073170731708; 0.8267716535433071; 0.7197238549406677; 0.7425149700598803; 0.8732394366197183; 0.6689031828767882; 0.9157808667211774; 0.9427609427609428; 0.9132996632996634
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_trunc_diff_svdne; 4; 0; 4; zones; svd_trunc_diff; svdne; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.9375     0.9375     0.91714286 0.92857143 0.95714286]; 0.5530546623794212; 0.5916398713826366; 0.8762626262626263; 0.984; 0.9817559863169898; 0.9840364880273661; 0.6351706036745408; 0.852112676056338; 0.576943911992666; 0.695443645083933; 0.8579881656804734; 0.5663180265022085; 0.8846153846153847; 0.9486531986531986; 0.8762626262626262
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; 4; svd_trunc_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.81967213 0.90163934 0.86065574 0.8442623  0.89344262]; 0.812807881773399; 0.8719211822660099; 0.8681102362204725; 0.8825503355704698; 0.8622950819672132; 0.8852459016393442; 0.8318584070796459; 0.9038461538461539; 0.8105089355089354; 0.8849557522123894; 0.9433962264150944; 0.8686053297023926; 0.8721374045801527; 0.887378640776699; 0.8678410169951359
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; 4; svd_trunc_diff; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.89344262 0.89344262 0.89344262 0.875      0.925     ]; 0.7970297029702971; 0.8217821782178217; 0.8930693069306931; 0.9494290375203914; 0.9603960396039604; 0.9488448844884488; 0.768361581920904; 0.8292682926829268; 0.8021341463414633; 0.825242718446602; 0.8947368421052632; 0.8258730939498278; 0.891566265060241; 0.925; 0.8945754716981132
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 642; 214; 214; 0.6; 0.2; 0.2; [0.93846154 0.9453125  0.921875   0.9375     0.921875  ]; 0.7897196261682243; 0.8084112149532711; 0.8990654205607477; 0.9663608562691132; 0.9844236760124611; 0.9657320872274144; 0.8207171314741037; 0.9363636363636364; 0.7854895104895105; 0.8416988416988417; 0.956140350877193; 0.7980701754385966; 0.9072164948453608; 0.9688073394495413; 0.897737003058104
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; 4; svd_trunc_diff; svdn; 546; 182; 182; 0.6; 0.2; 0.2; [0.48181818 0.51818182 0.48181818 0.48148148 0.44444444]; 0.5164835164835165; 0.46153846153846156; 0.510989010989011; 0.5842696629213484; 0.6666666666666666; 0.5256410256410255; 0.5769230769230769; 0.6382978723404256; 0.512330754352031; 0.5545454545454546; 0.7176470588235294; 0.47738023044269257; 0.576593720266413; 0.6703539823008849; 0.512032886346949
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; 4; svd_trunc_diff; svdn; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.44067797 0.5        0.52542373 0.57627119 0.47457627]; 0.45918367346938777; 0.4744897959183674; 0.7861507128309573; 0.99830220713073; 0.9966101694915255; 0.9983050847457627; 0.4536082474226804; 0.4835164835164835; 0.46080586080586083; 0.4824120603015075; 0.47058823529411764; 0.4746558197747184; 0.7861507128309573; 0.7909836065573771; 0.7861800623880002
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.55833333 0.525      0.49152542 0.51694915 0.46610169]; 0.46464646464646464; 0.47474747474747475; 0.7626262626262627; 0.957841483979764; 0.9562289562289562; 0.9579124579124579; 0.4903846153846154; 0.4722222222222222; 0.46388888888888896; 0.46938775510204084; 0.46938775510204084; 0.47469387755102044; 0.7642928786359078; 0.757455268389662; 0.7627112070901082
svm_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; 4; svd_trunc_diff; svdne; 600; 200; 200; 0.6; 0.2; 0.2; [0.9        0.91666667 0.90833333 0.875      0.86666667]; 0.775; 0.78; 0.855; 0.9024390243902438; 0.8633333333333333; 0.9066666666666665; 0.8117154811715481; 0.9326923076923077; 0.7684294871794872; 0.8053097345132743; 0.9381443298969072; 0.7846061455309778; 0.8604427333974977; 0.8922155688622755; 0.8549254197016789
ensemble_model_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; 4; svd_trunc_diff; svdne; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.91791045 0.87313433 0.88059701 0.92537313 0.84090909]; 0.7657657657657657; 0.7972972972972973; 0.8678057553956835; 0.9242424242424242; 0.9131736526946108; 0.9251497005988024; 0.7719298245614036; 0.8461538461538461; 0.7705345501955672; 0.8192771084337348; 0.9026548672566371; 0.7953641308760251; 0.8707124010554091; 0.8983666061705989; 0.868078133744836
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.90677966 0.8559322  0.88793103 0.87931034 0.88793103]; 0.7628865979381443; 0.8350515463917526; 0.8940329218106996; 0.956369982547993; 0.9383561643835616; 0.9571917808219178; 0.7745098039215687; 0.8315789473684211; 0.7642743221690591; 0.831578947368421; 0.8876404494382022; 0.8390583199571964; 0.8934850051706308; 0.907563025210084; 0.8943057061534292
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; 6; svd_trunc_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.88541667 0.890625   0.91666667 0.94791667 0.90526316]; 0.8369905956112853; 0.8401253918495298; 0.8828320802005013; 0.9137577002053389; 0.9290187891440501; 0.9123173277661796; 0.8522727272727273; 0.9090909090909091; 0.8344155844155844; 0.8504398826979471; 0.9235668789808917; 0.8414130691200755; 0.8878224355128974; 0.9238451935081149; 0.8826773137351895
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; 6; svd_trunc_diff; svd; 906; 302; 302; 0.6; 0.2; 0.2; [0.88461538 0.86813187 0.88461538 0.92222222 0.9       ]; 0.8013245033112583; 0.8079470198675497; 0.8980132450331125; 0.9605263157894737; 0.9668874172185431; 0.9602649006622517; 0.7902097902097902; 0.7847222222222222; 0.8005889592123769; 0.8152866242038217; 0.8152866242038217; 0.8076433121019109; 0.8981481481481483; 0.9005305039787799; 0.8980165747407126
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.90361446 0.88554217 0.88554217 0.87349398 0.86585366]; 0.8623188405797102; 0.8297101449275363; 0.9072463768115943; 0.948626045400239; 0.9589371980676329; 0.9480676328502414; 0.8633093525179856; 0.8391608391608392; 0.8631894421368106; 0.8327402135231317; 0.8068965517241379; 0.8309291918926033; 0.9083094555873926; 0.9031339031339032; 0.907319163956332
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; 6; svd_trunc_diff; svdn; 798; 266; 266; 0.6; 0.2; 0.2; [0.475      0.5        0.54375    0.4875     0.51898734]; 0.5413533834586466; 0.5; 0.51203007518797; 0.48429319371727747; 0.46365914786967416; 0.506265664160401; 0.5196850393700788; 0.5038167938931297; 0.5407972858354537; 0.48249027237354086; 0.4732824427480916; 0.49960418433700876; 0.4909803921568628; 0.4735249621785174; 0.5117998502970315
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; 6; svd_trunc_diff; svdn; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.52631579 0.52631579 0.46276596 0.45212766 0.51595745]; 0.5127388535031847; 0.47770700636942676; 0.7983460559796438; 1.0; 1.0; 1.0; 0.501628664495114; 0.506578947368421; 0.5125487329434698; 0.4640522875816993; 0.46710526315789475; 0.47737979207277453; 0.7964033397559409; 0.7989690721649485; 0.7983538828161426
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.51041667 0.48421053 0.44736842 0.51578947 0.45263158]; 0.5078864353312302; 0.5078864353312302; 0.8007566204287516; 0.9957805907172996; 0.9915966386554622; 0.9957983193277311; 0.4765100671140939; 0.44375; 0.508499203821656; 0.4999999999999999; 0.4968152866242038; 0.507782643312102; 0.7971758664955072; 0.7831021437578815; 0.8007566204287516
svm_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; 6; svd_trunc_diff; svdne; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.90860215 0.94021739 0.88043478 0.92391304 0.94565217]; 0.7980456026058632; 0.8078175895765473; 0.8776041666666666; 0.9270946681175191; 0.9240780911062907; 0.9273318872017353; 0.7987012987012986; 0.8913043478260869; 0.8065989194751736; 0.8338028169014085; 0.925; 0.8026360544217688; 0.8811630847029077; 0.9183135704874835; 0.8780757041626607
ensemble_model_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; 6; svd_trunc_diff; svdne; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.90116279 0.94767442 0.87790698 0.91764706 0.90588235]; 0.7824561403508772; 0.7157894736842105; 0.8632538569424965; 0.9389671361502347; 0.9345794392523364; 0.9392523364485982; 0.808641975308642; 0.9097222222222222; 0.7811022458628842; 0.7492260061919503; 0.8642857142857143; 0.7183497536945813; 0.8699132755170114; 0.9157303370786517; 0.8633273534132755
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.89444444 0.92222222 0.91111111 0.85       0.9       ]; 0.8233333333333334; 0.7533333333333333; 0.8926666666666667; 0.9629629629629629; 0.9822222222222222; 0.9622222222222222; 0.8284789644012944; 0.8707482993197279; 0.8242630385487528; 0.774390243902439; 0.8943661971830986; 0.7604742378320556; 0.8964630225080386; 0.9431664411366711; 0.8933966239848927
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; 8; svd_trunc_diff; svd; 1312; 437; 437; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; [0.95075758 0.90839695 0.89694656 0.90458015 0.90839695]; 0.8398169336384439; 0.8054919908466819; 0.8847209515096066; 0.9284132841328413; 0.9588414634146342; 0.9260670731707318; 0.8409090909090908; 0.8980582524271845; 0.8429685201529862; 0.8156182212581345; 0.8468468468468469; 0.8048187722606326; 0.8882978723404256; 0.9243542435424354; 0.885044635382833
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; 8; svd_trunc_diff; svd; 1054; 351; 351; 0.6002277904328018; 0.19988610478359908; 0.19988610478359908; [0.87735849 0.90566038 0.91904762 0.89047619 0.88095238]; 0.7834757834757835; 0.8205128205128205; 0.8832574031890661; 0.9361702127659575; 0.9184060721062619; 0.9373814041745729; 0.819047619047619; 0.9398907103825137; 0.776492974238876; 0.8355091383812009; 0.9467455621301775; 0.8250211327134404; 0.8884050081654873; 0.9283276450511946; 0.8832060118072392
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.89112903 0.91129032 0.86585366 0.92682927 0.93495935]; 0.8102189781021898; 0.8467153284671532; 0.9027237354085603; 0.9516789516789517; 0.9416531604538088; 0.9521880064829822; 0.823529411764706; 0.8584905660377359; 0.8086422679434911; 0.8489208633093526; 0.8939393939393939; 0.8483781476739224; 0.903846153846154; 0.9152872444011685; 0.9027359448439272
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; 8; svd_trunc_diff; svdn; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.48230088 0.48230088 0.51327434 0.50446429 0.5       ]; 0.48; 0.488; 0.5671641791044776; 0.6281714785651793; 0.6376554174067496; 0.6225577264653642; 0.45070422535211263; 0.42780748663101603; 0.4798611901240186; 0.4666666666666666; 0.4772727272727273; 0.4873800822293285; 0.5629709364908504; 0.5647948164146869; 0.5671342503126067
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; 8; svd_trunc_diff; svdn; 1136; 378; 378; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.5        0.50438596 0.52192982 0.44690265 0.52654867]; 0.47354497354497355; 0.5105820105820106; 0.7970401691331924; 1.0; 1.0; 1.0; 0.47493403693931396; 0.47368421052631576; 0.4735442329227324; 0.5542168674698795; 0.572139303482587; 0.506408634792141; 0.8010362694300518; 0.8060479666319083; 0.7969146585571116
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.48728814 0.51694915 0.46610169 0.51271186 0.48728814]; 0.4529262086513995; 0.5216284987277354; 0.7848423194303153; 0.9830508474576272; 0.9830508474576272; 0.9830508474576272; 0.4386422976501305; 0.43523316062176165; 0.4526165803108808; 0.5026455026455028; 0.5307262569832403; 0.5223724742860126; 0.7820710973724885; 0.7889812889812889; 0.7849288915025966
svm_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; 8; svd_trunc_diff; svdne; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.92519685 0.8968254  0.93253968 0.90079365 0.8968254 ]; 0.7595238095238095; 0.7666666666666667; 0.8606089438629876; 0.9278033794162828; 0.9572107765451664; 0.9255150554675118; 0.7818574514038876; 0.9141414141414141; 0.7678815178815179; 0.8122605363984675; 0.9098712446351931; 0.74905326937642; 0.8718845649322257; 0.9387947269303202; 0.8597819788497754
ensemble_model_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; 8; svd_trunc_diff; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.88495575 0.9159292  0.86725664 0.89380531 0.87610619]; 0.8271276595744681; 0.8191489361702128; 0.9038257173219979; 0.9576719576719576; 0.9610619469026549; 0.9575221238938053; 0.8137535816618912; 0.8114285714285714; 0.8261122956645346; 0.8308457711442786; 0.8477157360406091; 0.8177126166236566; 0.9039787798408487; 0.9092849519743863; 0.9038488251935425
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.8974359  0.89316239 0.88793103 0.90948276 0.89224138]; 0.8067010309278351; 0.8041237113402062; 0.8979381443298969; 0.9605373635600336; 0.9828178694158075; 0.9596219931271478; 0.8129675810473816; 0.8956043956043956; 0.8118798677051103; 0.8146341463414634; 0.8477157360406091; 0.8034390198527653; 0.901098901098901; 0.9386056191467221; 0.898312002627498
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; 10; svd_trunc_diff; svd; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; [0.89781022 0.84306569 0.85036496 0.86131387 0.85766423]; 0.8881578947368421; 0.8947368421052632; 0.878615249780894; 0.8704512372634644; 0.872992700729927; 0.8700729927007299; 0.8848758465011287; 0.8828828828828829; 0.888022638022638; 0.8969957081545065; 0.8893617021276595; 0.8949070954077212; 0.8786684187472623; 0.8782837127845884; 0.8786155406028204
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; 10; svd_trunc_diff; svd; 1378; 459; 459; 0.6001742160278746; 0.1999128919860627; 0.1999128919860627; [0.85869565 0.89492754 0.89855072 0.85507246 0.87591241]; 0.8518518518518519; 0.8322440087145969; 0.8915505226480837; 0.9243085880640465; 0.9216255442670537; 0.9245283018867925; 0.8671875; 0.9779735682819384; 0.8532109220720037; 0.8481262327416175; 0.9555555555555556; 0.8346153846153846; 0.8959465106560802; 0.9395267309377738; 0.8918412875468089
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 1410; 470; 470; 0.6; 0.2; 0.2; [0.90780142 0.89361702 0.92198582 0.93971631 0.90425532]; 0.7638297872340426; 0.7468085106382979; 0.8782978723404256; 0.9608938547486033; 0.975886524822695; 0.9602836879432626; 0.781925343811395; 0.8326359832635983; 0.7626383379521455; 0.7671232876712328; 0.8558951965065502; 0.7495243617387523; 0.8833605220228385; 0.9232736572890026; 0.8783742967838386
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; 10; svd_trunc_diff; svdn; 1656; 552; 552; 0.6; 0.2; 0.2; [0.4939759  0.48493976 0.45783133 0.5        0.46666667]; 0.5111111111111111; 0.4666666666666667; 0.5067340067340067; 0.24150943396226413; 0.15458937198067632; 0.5144927536231884; 0.22123893805309736; 0.14367816091954022; 0.4992584352984798; 0.1794871794871795; 0.11290322580645161; 0.47886540600667404; 0.22894736842105262; 0.14646464646464646; 0.5067340067340067
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; 10; svd_trunc_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.52348993 0.47651007 0.48322148 0.5        0.48310811]; 0.46292134831460674; 0.46741573033707867; 0.7996632996632996; 1.0; 1.0; 1.0; 0.4700665188470066; 0.47533632286995514; 0.4628933866602028; 0.46501128668171554; 0.46396396396396394; 0.4674079909505919; 0.7999999999999999; 0.8013468013468014; 0.7996632996632997
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 1376; 458; 458; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.51811594 0.52536232 0.45652174 0.48905109 0.47810219]; 0.4868995633187773; 0.4847161572052402; 0.787521815008726; 0.9883040935672515; 0.9825581395348837; 0.9883720930232558; 0.4967880085653105; 0.5178571428571429; 0.4875610500610501; 0.4913793103448276; 0.4789915966386555; 0.48495034377387325; 0.788168769030013; 0.7878260869565218; 0.7875207492575955
svm_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; 10; svd_trunc_diff; svdne; 1422; 474; 474; 0.6; 0.2; 0.2; [0.88111888 0.84859155 0.90140845 0.88380282 0.8943662 ]; 0.8607594936708861; 0.8523206751054853; 0.8763713080168777; 0.8910478834142955; 0.9029535864978903; 0.8895921237693389; 0.8700787401574803; 0.9285714285714286; 0.8604721549636805; 0.8616600790513833; 0.923728813559322; 0.8526207093006694; 0.8806517311608962; 0.9122362869198313; 0.8763713080168777
ensemble_model_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; 10; svd_trunc_diff; svdne; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.8869863  0.90068493 0.89041096 0.88965517 0.87586207]; 0.7782608695652173; 0.7695652173913043; 0.8741582491582491; 0.9383050847457627; 0.9505494505494505; 0.9375; 0.8038461538461538; 0.9288888888888889; 0.7814657210401892; 0.7999999999999999; 0.902127659574468; 0.7666193853427896; 0.8815841584158416; 0.9368686868686869; 0.8741582491582491
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 1362; 454; 454; 0.6; 0.2; 0.2; [0.90145985 0.87867647 0.90808824 0.87867647 0.84926471]; 0.8193832599118943; 0.8215859030837004; 0.8964757709251101; 0.9469808541973491; 0.9441997063142438; 0.947136563876652; 0.826271186440678; 0.851528384279476; 0.8190975254730712; 0.8294736842105263; 0.8794642857142857; 0.8223408385093168; 0.8980477223427331; 0.9126984126984127; 0.8964900514196289
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; 12; svd_trunc_diff; svd; 1878; 626; 626; 0.6; 0.2; 0.2; [0.85904255 0.875      0.90425532 0.91223404 0.86363636]; 0.8433734939759037; 0.8192771084337349; 0.8943602693602694; 0.9111229377328366; 0.9116080937167199; 0.9110756123535676; 0.8571428571428572; 0.9285714285714286; 0.8423344947735192; 0.8314606741573034; 0.9024390243902439; 0.820267131242741; 0.8962381149235221; 0.9124579124579124; 0.8943602693602694
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; 12; svd_trunc_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.86079545 0.87784091 0.85227273 0.85795455 0.86285714]; 0.9352750809061489; 0.9158576051779935; 0.928030303030303; 0.9284487693188322; 0.9226393629124005; 0.9288964732650739; 0.9363057324840764; 0.9483870967741935; 0.9352325094260577; 0.9177215189873418; 0.9415584415584416; 0.9159405111018014; 0.9280605805637357; 0.9284511784511784; 0.928030303030303
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svd; 4; 48; 52; zones; svd_trunc_diff; svd; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.90277778 0.90223464 0.92458101 0.87709497 0.89385475]; 0.7842465753424658; 0.797945205479452; 0.9103535353535354; 0.9491335941866965; 0.9475446428571429; 0.9492187499999999; 0.7947882736156352; 0.8243243243243243; 0.78368993993994; 0.8102893890675241; 0.875; 0.7989864864864865; 0.9115081013710014; 0.9234006734006734; 0.9103535353535354
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; 12; svd_trunc_diff; svdn; 1824; 608; 608; 0.6; 0.2; 0.2; [0.5136612  0.50546448 0.46153846 0.49450549 0.51373626]; 0.47101449275362317; 0.48188405797101447; 0.5; 0.5824431026474687; 0.6875; 0.5071271929824561; 0.5602409638554217; 0.6992481203007519; 0.4789946895210053; 0.5679758308157099; 0.6573426573426573; 0.4752878700247121; 0.5781250000000001; 0.6851851851851852; 0.5
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; 12; svd_trunc_diff; svdn; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.50564972 0.47727273 0.49147727 0.49715909 0.50284091]; 0.5342019543973942; 0.4560260586319218; 0.8695286195286195; 1.0; 1.0; 1.0; 0.546031746031746; 0.5512820512820513; 0.5339191713363899; 0.4451827242524917; 0.44370860927152317; 0.45582866361012053; 0.8696383515559295; 0.8703703703703703; 0.8695286195286196
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdn; 4; 48; 52; zones; svd_trunc_diff; svdn; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.45930233 0.49709302 0.46511628 0.49709302 0.49707602]; 0.46504559270516715; 0.46808510638297873; 0.8367003367003367; 0.9786497403346797; 0.9871944121071012; 0.9784633294528521; 0.5111111111111111; 0.5227272727272727; 0.46071004159239454; 0.4479495268138801; 0.46405228758169936; 0.46782159833630427; 0.8390041493775933; 0.851010101010101; 0.8367003367003367
svm_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; 12; svd_trunc_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.89402174 0.88043478 0.90217391 0.88858696 0.87431694]; 0.8029739776951673; 0.8178438661710037; 0.8863636363636364; 0.9090909090909092; 0.9140369967355821; 0.9085963003264418; 0.808664259927798; 0.8115942028985508; 0.8027436663347716; 0.8268551236749117; 0.8931297709923665; 0.8197532912932847; 0.8878737541528239; 0.8998316498316499; 0.8863636363636362
ensemble_model_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; 12; svd_trunc_diff; svdne; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.88736264 0.8956044  0.87637363 0.90384615 0.8956044 ]; 0.7661870503597122; 0.7985611510791367; 0.9166666666666666; 0.958400864397623; 0.9747252747252747; 0.9576923076923077; 0.7653429602888085; 0.7162162162162162; 0.7696465696465695; 0.7812500000000001; 0.7692307692307693; 0.7967775467775468; 0.9169463087248321; 0.92003367003367; 0.9166666666666666
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_trunc_diff_svdne; 4; 48; 52; zones; svd_trunc_diff; svdne; 1812; 604; 604; 0.6; 0.2; 0.2; [0.89835165 0.86187845 0.87845304 0.87845304 0.88121547]; 0.8297872340425532; 0.8262411347517731; 0.9154040404040404; 0.9425414364640884; 0.9415011037527594; 0.9426048565121413; 0.8518518518518519; 0.9452054794520548; 0.8255439161966156; 0.8382838283828382; 0.9338235294117647; 0.8299254633360194; 0.917521542880591; 0.9410774410774411; 0.9154040404040404
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; 4; svd_trunc_diff; svd; 534; 178; 178; 0.6; 0.2; 0.2; [0.87962963 0.7962963  0.83018868 0.88679245 0.83962264]; 0.8539325842696629; 0.8595505617977528; 0.8853932584269663; 0.9084380610412927; 0.947565543071161; 0.9044943820224719; 0.8761904761904762; 0.8846153846153846; 0.8477130977130977; 0.876847290640394; 0.9175257731958762; 0.8538246149929998; 0.8948453608247424; 0.9273504273504274; 0.8831064932960668
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; 4; svd_trunc_diff; svd; 624; 208; 208; 0.6; 0.2; 0.2; [0.86507937 0.86507937 0.82258065 0.82258065 0.80645161]; 0.8125; 0.8798076923076923; 0.8701923076923077; 0.8856682769726247; 0.8814102564102564; 0.8862179487179487; 0.8040201005025127; 0.8602150537634409; 0.8170640486208509; 0.883720930232558; 0.8878504672897196; 0.8795687980012954; 0.8695652173913044; 0.87890625; 0.8703243371212123
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.82727273 0.73636364 0.81818182 0.75454545 0.76851852]; 0.8131868131868132; 0.8406593406593407; 0.8662280701754386; 0.8921389396709325; 0.8905109489051095; 0.8923357664233577; 0.8349514563106796; 0.9247311827956989; 0.8106801981394225; 0.8512820512820513; 0.8924731182795699; 0.8394949861060771; 0.8713080168776371; 0.8978260869565218; 0.8659484417083495
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; 4; svd_trunc_diff; svdn; 686; 228; 228; 0.6007005253940455; 0.19964973730297722; 0.19964973730297722; [0.55072464 0.52898551 0.45652174 0.55882353 0.49264706]; 0.4956140350877193; 0.49122807017543857; 0.617338003502627; 0.6988304093567252; 0.6967930029154519; 0.6997084548104956; 0.4444444444444445; 0.38333333333333336; 0.5018518518518518; 0.46296296296296297; 0.45454545454545453; 0.48998459167950686; 0.6052393857271906; 0.5846422338568935; 0.6174529271217684
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; 4; svd_trunc_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.50806452 0.50806452 0.54032258 0.47580645 0.49193548]; 0.441747572815534; 0.47572815533980584; 0.7819767441860465; 0.9967741935483871; 0.9967741935483871; 0.9967741935483871; 0.43349753694581283; 0.4074074074074074; 0.44349962207105065; 0.41935483870967744; 0.4020618556701031; 0.47167312966991387; 0.7770069375619426; 0.7611650485436893; 0.781936489455597
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 686; 228; 228; 0.6007005253940455; 0.19964973730297722; 0.19964973730297722; [0.45652174 0.46376812 0.52173913 0.55882353 0.52941176]; 0.5043859649122807; 0.5614035087719298; 0.8047285464098074; 0.9854227405247813; 0.9854227405247813; 0.9854227405247813; 0.4593301435406698; 0.45714285714285713; 0.5009291521486643; 0.5454545454545454; 0.5217391304347826; 0.5617545209696038; 0.8000000000000002; 0.7921847246891652; 0.8045552293566725
svm_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; 4; svd_trunc_diff; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.86363636 0.85454545 0.91818182 0.85454545 0.87272727]; 0.8360655737704918; 0.819672131147541; 0.87117903930131; 0.9087893864013268; 0.9963636363636363; 0.9; 0.8557692307692308; 0.9270833333333334; 0.8313577586206897; 0.8341708542713568; 0.9651162790697675; 0.8279189642771517; 0.8831683168316832; 0.975929978118162; 0.8714072548542878
ensemble_model_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; 4; svd_trunc_diff; svdne; 692; 230; 230; 0.6006944444444444; 0.1996527777777778; 0.1996527777777778; [0.86428571 0.86956522 0.88405797 0.8115942  0.86956522]; 0.8391304347826087; 0.8521739130434782; 0.8810763888888888; 0.9011976047904192; 0.869942196531792; 0.9046242774566474; 0.8464730290456431; 0.864406779661017; 0.8384533898305084; 0.8571428571428571; 0.8947368421052632; 0.8525408348457351; 0.8805579773321709; 0.8737024221453287; 0.8811020821528037
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.73728814 0.80508475 0.74137931 0.76724138 0.78448276]; 0.9020618556701031; 0.8350515463917526; 0.8837448559670782; 0.8952702702702703; 0.9075342465753424; 0.8938356164383561; 0.900523560209424; 0.9148936170212766; 0.9024468085106382; 0.836734693877551; 0.845360824742268; 0.8350515463917525; 0.8845760980592442; 0.8964803312629399; 0.8838229877173595
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; 6; svd_trunc_diff; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.85263158 0.86170213 0.84574468 0.89361702 0.82446809]; 0.8598726114649682; 0.8471337579617835; 0.8719745222929937; 0.8846560846560847; 0.8874734607218684; 0.8842887473460722; 0.8690476190476191; 0.9419354838709677; 0.8609048488537229; 0.8579881656804733; 0.9602649006622517; 0.8512980945029048; 0.8758492896849907; 0.9124839124839125; 0.8723831920553231
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; 6; svd_trunc_diff; svd; 864; 288; 288; 0.6; 0.2; 0.2; [0.90804598 0.90229885 0.93604651 0.91860465 0.90697674]; 0.8298611111111112; 0.8333333333333334; 0.9125; 0.9672316384180791; 0.9907407407407407; 0.9664351851851852; 0.8492307692307692; 0.9324324324324325; 0.826930501930502; 0.8545454545454545; 0.9215686274509803; 0.8274509803921569; 0.9181818181818182; 0.9645293315143247; 0.9115433079070916
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.85164835 0.85714286 0.91208791 0.8956044  0.84615385]; 0.8382838283828383; 0.8877887788778878; 0.8865435356200527; 0.9035752979414952; 0.9164835164835164; 0.9021978021978021; 0.8642659279778395; 0.9397590361445783; 0.8275437516489316; 0.8930817610062893; 0.9466666666666667; 0.8883660130718954; 0.8926342072409489; 0.9273670557717251; 0.885831178892574
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; 6; svd_trunc_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.51123596 0.51123596 0.57303371 0.51123596 0.6011236 ]; 0.4831081081081081; 0.5067567567567568; 0.5991902834008097; 0.6768893756845565; 0.6943820224719102; 0.6685393258426967; 0.5173501577287066; 0.5359477124183006; 0.48126056949586354; 0.5290322580645161; 0.543046357615894; 0.5060059374286368; 0.6142857142857143; 0.6315086782376502; 0.5988375587641184
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; 6; svd_trunc_diff; svdn; 742; 247; 247; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.48       0.52027027 0.47297297 0.50675676 0.44594595]; 0.5384615384615384; 0.46963562753036436; 0.8009708737864077; 0.9986541049798116; 1.0; 0.9986522911051212; 0.525; 0.5121951219512195; 0.5383556254917388; 0.4377682403433476; 0.4722222222222222; 0.4699240607513989; 0.7976973684210528; 0.8056478405315615; 0.8010889044929099
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 814; 271; 271; 0.6002949852507374; 0.19985250737463126; 0.19985250737463126; [0.51829268 0.49390244 0.5        0.54320988 0.49382716]; 0.4981549815498155; 0.4907749077490775; 0.7949852507374632; 0.9950980392156863; 0.9975429975429976; 0.9950859950859952; 0.4645669291338583; 0.44696969696969696; 0.4968661434488772; 0.5035971223021583; 0.5035971223021583; 0.49043492478744277; 0.7937685459940653; 0.7890855457227138; 0.7949852507374631
svm_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; 6; svd_trunc_diff; svdne; 876; 292; 292; 0.6; 0.2; 0.2; [0.875      0.82954545 0.81818182 0.83908046 0.82758621]; 0.8664383561643836; 0.8801369863013698; 0.8527397260273972; 0.8582914572864322; 0.9748858447488584; 0.839041095890411; 0.8792569659442724; 0.9466666666666667; 0.8641784037558686; 0.8837209302325583; 0.9568345323741008; 0.883646024356985; 0.8672019765287214; 0.9656121045392022; 0.8532016866488644
ensemble_model_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; 6; svd_trunc_diff; svdne; 876; 292; 292; 0.6; 0.2; 0.2; [0.875      0.90340909 0.85795455 0.82183908 0.87356322]; 0.863013698630137; 0.8356164383561644; 0.8746575342465753; 0.8957189901207464; 0.9315068493150684; 0.891552511415525; 0.8734177215189873; 0.9139072847682119; 0.8612089615330423; 0.8461538461538463; 0.8979591836734694; 0.8351864883884589; 0.8810916179337233; 0.9211956521739131; 0.8742718592361278
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.77160494 0.84567901 0.82716049 0.81481481 0.76875   ]; 0.8438661710037175; 0.8996282527881041; 0.8952451708766717; 0.9148936170212766; 0.9579207920792079; 0.9108910891089109; 0.8467153284671532; 0.8592592592592593; 0.8438087341072417; 0.9059233449477352; 0.9027777777777778; 0.8993888888888889; 0.8997867803837952; 0.9267935578330894; 0.8947693279361526
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; 8; svd_trunc_diff; svd; 1086; 362; 362; 0.6; 0.2; 0.2; [0.86697248 0.83486239 0.83944954 0.83796296 0.85185185]; 0.8812154696132597; 0.8397790055248618; 0.850828729281768; 0.8521434820647418; 0.8968692449355433; 0.8443830570902394; 0.8767908309455588; 0.8406593406593407; 0.8814407814407815; 0.8361581920903954; 0.8314606741573034; 0.8396433805569126; 0.8537378114842905; 0.8726467331118494; 0.8508768395437969
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; 8; svd_trunc_diff; svd; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.84234234 0.85909091 0.82727273 0.88636364 0.85909091]; 0.8365122615803815; 0.8664850136239782; 0.8747276688453159; 0.8930150309460654; 0.9165154264972777; 0.8901996370235936; 0.8387096774193548; 0.9570552147239264; 0.8486256465776495; 0.8878718535469107; 0.9797979797979798; 0.8567628952244337; 0.8814432989690721; 0.9375; 0.8751352813852814
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.85655738 0.79918033 0.83606557 0.80737705 0.80991736]; 0.8817733990147784; 0.8497536945812808; 0.8832512315270936; 0.9010819165378671; 0.9573070607553367; 0.8949096880131363; 0.8805970149253731; 0.8984771573604061; 0.8822529327471887; 0.85012285012285; 0.8826530612244898; 0.8508503401360544; 0.8873038516405136; 0.9311377245508982; 0.8838568000186396
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; 8; svd_trunc_diff; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.56034483 0.54310345 0.53017241 0.51724138 0.53478261]; 0.5233160621761658; 0.47150259067357514; 0.533160621761658; 0.561163387510693; 0.5664939550949913; 0.5569948186528497; 0.5329949238578681; 0.546875; 0.5234375; 0.4925373134328358; 0.4925373134328358; 0.4705929810407422; 0.5414758269720101; 0.5473251028806584; 0.5330571234653815
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; 8; svd_trunc_diff; svdn; 1266; 422; 422; 0.6; 0.2; 0.2; [0.49606299 0.5        0.49606299 0.50396825 0.50793651]; 0.4928909952606635; 0.4928909952606635; 0.7971563981042654; 1.0; 1.0; 1.0; 0.4928909952606635; 0.48148148148148145; 0.49316792520676017; 0.4855769230769231; 0.4786729857819905; 0.4928909952606635; 0.7965779467680608; 0.7905660377358491; 0.7971877807726865
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.45416667 0.58333333 0.47083333 0.47916667 0.47916667]; 0.505; 0.46; 0.7915; 0.9975020815986677; 0.9983333333333333; 0.9975; 0.5025125628140702; 0.49019607843137253; 0.5053021208483394; 0.41935483870967744; 0.42162162162162165; 0.45732243871778755; 0.7884322678843225; 0.7856420626895855; 0.7914362637879184
svm_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; 8; svd_trunc_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.86       0.888      0.87096774 0.88306452 0.90725806]; 0.821256038647343; 0.821256038647343; 0.8605212355212355; 0.8901013250194856; 0.9180064308681672; 0.8866559485530546; 0.827906976744186; 0.9175257731958762; 0.8269447047797562; 0.8287037037037036; 0.8861386138613861; 0.8227862880627685; 0.8652680652680652; 0.9115913555992141; 0.8613934007597588
ensemble_model_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; 8; svd_trunc_diff; svdne; 1104; 368; 368; 0.6; 0.2; 0.2; [0.8963964  0.91441441 0.9        0.91363636 0.89545455]; 0.8152173913043478; 0.8152173913043478; 0.8858695652173914; 0.9340463458110517; 0.9492753623188406; 0.9329710144927535; 0.8308457711442786; 0.9329608938547486; 0.8183322987792261; 0.8388625592417062; 0.9414893617021277; 0.8124113475177305; 0.8920863309352518; 0.9445048966267682; 0.8859332300723418
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.89112903 0.82258065 0.83739837 0.87398374 0.85365854]; 0.8418491484184915; 0.8369829683698297; 0.8915369649805448; 0.9290724863600935; 0.965964343598055; 0.926256077795786; 0.8463356973995272; 0.8817733990147784; 0.8423290071996969; 0.8400954653937948; 0.8627450980392157; 0.8371696504688834; 0.8950588235294118; 0.9287109375; 0.8916810501453488
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; 10; svd_trunc_diff; svd; 1608; 536; 536; 0.6; 0.2; 0.2; [0.86956522 0.85403727 0.88509317 0.87888199 0.884375  ]; 0.875; 0.8151041666666666; 0.8678451178451179; 0.8816029143897995; 0.9029850746268657; 0.8787313432835822; 0.8823529411764706; 0.9424083769633508; 0.8753492662018826; 0.836027713625866; 0.9378238341968912; 0.8144616553183409; 0.8737942122186495; 0.914983164983165; 0.8678451178451179
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; 10; svd_trunc_diff; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.875      0.89795918 0.86394558 0.86734694 0.84353741]; 0.8495575221238938; 0.827433628318584; 0.8796296296296297; 0.9057873485868102; 0.9144021739130435; 0.904891304347826; 0.8521739130434782; 0.9074074074074074; 0.8520087884494664; 0.8452380952380953; 0.902542372881356; 0.8239563716258632; 0.8832653061224489; 0.9107744107744108; 0.8796296296296297
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.83870968 0.84516129 0.82903226 0.86451613 0.8538961 ]; 0.8526570048309179; 0.8478260869565217; 0.8893097643097643; 0.9131792629606496; 0.9444444444444444; 0.9102067183462532; 0.8578088578088578; 0.9019607843137255; 0.8533613445378151; 0.8524590163934426; 0.8666666666666667; 0.847549019607843; 0.892958892958893; 0.9234006734006734; 0.8893097643097643
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; 10; svd_trunc_diff; svdn; 1578; 526; 526; 0.6; 0.2; 0.2; [0.45886076 0.48417722 0.48417722 0.50949367 0.48407643]; 0.49122807017543857; 0.49373433583959897; 0.5143097643097643; 0.5133203378817414; 0.5006337135614702; 0.5253485424588086; 0.4781491002570694; 0.4603960396039604; 0.49161933959893456; 0.49751243781094523; 0.5076142131979695; 0.49390611649997485; 0.5047210300429186; 0.494949494949495; 0.5143097643097644
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; 10; svd_trunc_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.44444444 0.43402778 0.51748252 0.53146853 0.53146853]; 0.46284501061571126; 0.505307855626327; 0.7954545454545454; 1.0; 1.0; 1.0; 0.47401247401247404; 0.46153846153846156; 0.46291208791208793; 0.4945770065075922; 0.5089285714285714; 0.5054764314632736; 0.7954545454545455; 0.7954545454545454; 0.7954545454545454
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 1458; 486; 486; 0.6; 0.2; 0.2; [0.47945205 0.49657534 0.46232877 0.46232877 0.49655172]; 0.49019607843137253; 0.4989106753812636; 0.803030303030303; 0.9972565157750343; 0.9972565157750343; 0.9972565157750344; 0.5084033613445378; 0.5148936170212766; 0.4895896656534955; 0.4978165938864628; 0.5089285714285714; 0.4991451367781155; 0.8043478260869565; 0.8097643097643098; 0.803030303030303
svm_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; 10; svd_trunc_diff; svdne; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.79874214 0.85126582 0.85759494 0.82911392 0.83227848]; 0.889168765743073; 0.8841309823677582; 0.8598484848484849; 0.858474082702388; 0.93173198482933; 0.8463969658659923; 0.8981481481481481; 0.97; 0.8885532994923857; 0.8940092165898618; 0.9847715736040609; 0.8848857868020306; 0.8710801393728222; 0.946969696969697; 0.8598484848484849
ensemble_model_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; 10; svd_trunc_diff; svdne; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [0.8566879  0.85031847 0.88141026 0.85897436 0.84935897]; 0.8472906403940886; 0.8472906403940886; 0.8867845117845118; 0.908976773383553; 0.9258312020460358; 0.9072890025575447; 0.858447488584475; 0.8826291079812206; 0.8454596317108175; 0.8472906403940886; 0.8911917098445595; 0.8493517234668808; 0.889618383258104; 0.9124579124579124; 0.8867845117845118
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.83227848 0.84810127 0.86392405 0.87341772 0.78481013]; 0.8618090452261307; 0.8793969849246231; 0.8884680134680135; 0.9004914004914005; 0.9278481012658227; 0.8974683544303796; 0.8600508905852418; 0.8622448979591837; 0.8618155182865226; 0.88; 0.8712871287128713; 0.8795211153768437; 0.8905410987195375; 0.9074074074074074; 0.8884680134680136
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; 12; svd_trunc_diff; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.88674033 0.89444444 0.86111111 0.85555556 0.86111111]; 0.8641114982578397; 0.8815331010452961; 0.8766835016835017; 0.8842105263157894; 0.9322974472807991; 0.8779134295227524; 0.8592057761732852; 0.8686131386861314; 0.8643065693430657; 0.8896103896103896; 0.9133333333333333; 0.8800243309002433; 0.8820925553319919; 0.9225589225589226; 0.8766835016835017
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; 12; svd_trunc_diff; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.88461538 0.8543956  0.89285714 0.87016575 0.86740331]; 0.8142857142857143; 0.8357142857142857; 0.8926767676767676; 0.9154550350026924; 0.9361233480176211; 0.9135462555066078; 0.8181818181818181; 0.8297872340425532; 0.8141741925608449; 0.8402777777777778; 0.8705035971223022; 0.8359610184193069; 0.8951048951048952; 0.9158249158249159; 0.8926767676767677
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svd; 4; 98; 102; zones; svd_trunc_diff; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.82967033 0.8489011  0.7967033  0.83149171 0.85082873]; 0.9214285714285714; 0.8964285714285715; 0.9002525252525253; 0.9026178010471205; 0.9493392070484582; 0.8975770925110133; 0.9294871794871794; 0.9602649006622517; 0.9181169464551568; 0.8953068592057762; 0.9612403100775194; 0.901149956363263; 0.9051620648259303; 0.952020202020202; 0.9002525252525252
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; 12; svd_trunc_diff; svdn; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.45923913 0.45923913 0.45628415 0.46721311 0.51639344]; 0.4907749077490775; 0.5055350553505535; 0.5096801346801347; 0.4097818902842036; 0.33805888767720826; 0.5130861504907307; 0.3669724770642202; 0.31746031746031744; 0.4794198139025725; 0.41228070175438597; 0.32413793103448274; 0.5192118226600985; 0.405308831036243; 0.3341750841750842; 0.5096801346801346
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; 12; svd_trunc_diff; svdn; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.51694915 0.52272727 0.49715909 0.46306818 0.49715909]; 0.4364820846905538; 0.49185667752442996; 0.8606902356902357; 0.9988662131519274; 1.0; 0.9988649262202043; 0.4364820846905537; 0.44666666666666666; 0.4367091295116773; 0.4901960784313726; 0.47770700636942676; 0.49218683651804673; 0.8607488430795119; 0.8611111111111112; 0.8606902356902357
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdn; 4; 98; 102; zones; svd_trunc_diff; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.49719101 0.51685393 0.52259887 0.5        0.48022599]; 0.5016611295681063; 0.47840531561461797; 0.8686868686868687; 0.9971799210377892; 0.9966178128523112; 0.9971815107102594; 0.5098039215686275; 0.5064935064935064; 0.5015460729746444; 0.4604810996563574; 0.4557823129251701; 0.47789115646258506; 0.8683544303797467; 0.8661616161616161; 0.8686868686868686
svm_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; 12; svd_trunc_diff; svdne; 1848; 616; 616; 0.6; 0.2; 0.2; [0.87297297 0.9027027  0.89189189 0.89459459 0.86413043]; 0.8181818181818182; 0.7878787878787878; 0.8716329966329966; 0.8925708177445217; 0.9036796536796536; 0.8912337662337663; 0.8285714285714285; 0.9666666666666667; 0.8305555555555555; 0.8313253012048193; 0.9583333333333334; 0.7708333333333334; 0.8771647200966572; 0.9166666666666666; 0.8716329966329965
ensemble_model_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; 12; svd_trunc_diff; svdne; 1800; 600; 600; 0.6; 0.2; 0.2; [0.90555556 0.88333333 0.85277778 0.85833333 0.85      ]; 0.8229166666666666; 0.8645833333333334; 0.8918350168350169; 0.9115934356802541; 0.9566666666666667; 0.9072222222222222; 0.8172043010752688; 0.7972027972027972; 0.8227393296358814; 0.8641114982578396; 0.8551724137931035; 0.8646491439594888; 0.8953156822810591; 0.9250841750841751; 0.8918350168350169
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_trunc_diff_svdne; 4; 98; 102; zones; svd_trunc_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.85674157 0.84550562 0.85393258 0.88418079 0.88700565]; 0.8466666666666667; 0.8333333333333334; 0.9019360269360269; 0.9260658391797085; 0.9662162162162162; 0.9228603603603603; 0.8391608391608391; 0.7894736842105263; 0.8474395448079658; 0.8175182481751826; 0.7567567567567568; 0.832325746799431; 0.9034397016162453; 0.9175084175084175; 0.9019360269360268
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; 4; svd_trunc_diff; svd; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.80833333 0.78813559 0.80508475 0.77966102 0.84745763]; 0.8578680203045685; 0.8071065989847716; 0.821501014198783; 0.819672131147541; 0.8445945945945946; 0.8141891891891893; 0.8613861386138614; 0.8446601941747572; 0.8585003098533361; 0.8020833333333334; 0.8369565217391305; 0.8089544513457557; 0.8247011952191236; 0.8431771894093686; 0.8215885947046843
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; 4; svd_trunc_diff; svd; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.82786885 0.80327869 0.81967213 0.86065574 0.85833333]; 0.8465346534653465; 0.8217821782178217; 0.8883399209486166; 0.9245901639344262; 0.9276315789473685; 0.924342105263158; 0.841025641025641; 0.9111111111111111; 0.8528769841269841; 0.8252427184466018; 0.8415841584158416; 0.8217821782178217; 0.8882294757665677; 0.907070707070707; 0.8887384483129163
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.86440678 0.84745763 0.8220339  0.87068966 0.80172414]; 0.8871794871794871; 0.882051282051282; 0.8995901639344263; 0.9078260869565218; 0.8907849829351536; 0.9095563139931742; 0.8899999999999999; 0.967391304347826; 0.8914626424651753; 0.8968609865470852; 0.9803921568627451; 0.877292852624921; 0.9018036072144289; 0.9240246406570842; 0.8996401321894828
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; 4; svd_trunc_diff; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.49193548 0.48387097 0.41129032 0.58870968 0.45081967]; 0.529126213592233; 0.49029126213592233; 0.5087378640776699; 0.47766323024054985; 0.44983818770226536; 0.5080906148867315; 0.49740932642487046; 0.5; 0.5272727272727272; 0.48275862068965514; 0.4803921568627451; 0.4901960784313726; 0.48261758691206535; 0.46548323471400394; 0.5080762253875947
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; 4; svd_trunc_diff; svdn; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.50925926 0.51851852 0.48148148 0.46226415 0.53773585]; 0.46629213483146065; 0.5561797752808989; 0.804932735426009; 1.0; 1.0; 1.0; 0.4632768361581921; 0.4880952380952381; 0.46745187436676794; 0.5536723163841808; 0.5697674418604651; 0.5566228513650151; 0.8044943820224719; 0.817351598173516; 0.8051515700118681
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.43 0.42 0.52 0.49 0.51]; 0.572289156626506; 0.4457831325301205; 0.7980769230769231; 0.9900199600798404; 0.992; 0.99; 0.5419354838709677; 0.5; 0.573170731707317; 0.4523809523809524; 0.4578313253012048; 0.4457831325301205; 0.796116504854369; 0.7865707434052758; 0.7981046488110717
svm_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; 4; svd_trunc_diff; svdne; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.85454545 0.89090909 0.83636364 0.86363636 0.85185185]; 0.8516483516483516; 0.8406593406593407; 0.856359649122807; 0.8752079866888519; 0.9598540145985401; 0.8631386861313869; 0.8695652173913043; 0.9090909090909091; 0.8461117196056955; 0.8361581920903954; 0.9135802469135802; 0.8478792323676814; 0.8670050761421318; 0.9405286343612335; 0.8567271992766866
ensemble_model_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; 4; svd_trunc_diff; svdne; 612; 204; 204; 0.6; 0.2; 0.2; [0.92741935 0.90163934 0.95081967 0.95901639 0.89344262]; 0.8333333333333334; 0.8480392156862745; 0.8950980392156863; 0.932258064516129; 0.9444444444444444; 0.9313725490196078; 0.8333333333333334; 0.85; 0.8336538461538462; 0.8702928870292888; 0.9369369369369369; 0.8394362104039523; 0.8993414863593603; 0.9245647969052224; 0.894687965053009
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 506; 168; 168; 0.6009501187648456; 0.1995249406175772; 0.1995249406175772; [0.76470588 0.78431373 0.90196078 0.86       0.82      ]; 0.875; 0.8154761904761905; 0.8824228028503563; 0.9072978303747535; 0.9090909090909091; 0.9071146245059288; 0.8695652173913043; 0.8536585365853658; 0.874503686897334; 0.8098159509202455; 0.75; 0.81875; 0.8808664259927798; 0.8652482269503546; 0.8825047817329339
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; 6; svd_trunc_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.828125   0.828125   0.83157895 0.78947368 0.84736842]; 0.8018867924528302; 0.8553459119496856; 0.8553459119496856; 0.8779011099899091; 0.9119496855345912; 0.8731656184486373; 0.81524926686217; 0.8424242424242424; 0.8002970885323826; 0.8525641025641026; 0.9047619047619048; 0.858813700918964; 0.8600973236009732; 0.8960709759188846; 0.8556509686086309
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; 6; svd_trunc_diff; svd; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.86263736 0.89444444 0.85555556 0.86666667 0.86111111]; 0.8333333333333334; 0.8166666666666667; 0.8735019973368842; 0.9088960342979635; 0.9401330376940134; 0.9057649667405765; 0.8484848484848484; 0.9271523178807947; 0.8327036757189208; 0.8396501457725947; 0.9056603773584906; 0.8109862170480396; 0.8816936488169366; 0.9303547963206308; 0.8727347530860914
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.81382979 0.80107527 0.80107527 0.75806452 0.79032258]; 0.864516129032258; 0.8548387096774194; 0.8653350515463918; 0.875; 0.9163090128755365; 0.869098712446352; 0.8653846153846153; 0.8083832335329342; 0.8692265818014322; 0.845360824742268; 0.7784810126582279; 0.8563457694870087; 0.8676377454084864; 0.865992414664981; 0.865322094323292
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; 6; svd_trunc_diff; svdn; 966; 322; 322; 0.6; 0.2; 0.2; [0.48453608 0.55154639 0.56185567 0.515625   0.50520833]; 0.4751552795031056; 0.4906832298136646; 0.5093167701863354; 0.5980650835532102; 0.7039337474120083; 0.5269151138716357; 0.5888077858880779; 0.7202380952380952; 0.4640151515151515; 0.5858585858585859; 0.6946107784431138; 0.48278926018929885; 0.5936213991769546; 0.7053789731051344; 0.5060985774616581
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; 6; svd_trunc_diff; svdn; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.49456522 0.50543478 0.44565217 0.51086957 0.51086957]; 0.5228758169934641; 0.477124183006536; 0.7996083550913838; 0.9989118607181718; 0.9978260869565218; 0.9989130434782609; 0.5197368421052632; 0.5163398692810458; 0.5228758169934641; 0.42857142857142855; 0.40816326530612246; 0.47452188422538827; 0.7957418496340652; 0.7868421052631579; 0.7995091355331333
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [0.47590361 0.5        0.43975904 0.48170732 0.4695122 ]; 0.49818181818181817; 0.4509090909090909; 0.782703488372093; 0.9879227053140097; 0.9903147699757869; 0.9878934624697335; 0.45669291338582674; 0.43609022556390975; 0.4962141268664619; 0.4468864468864469; 0.4621212121212121; 0.4513403263403263; 0.7793357933579336; 0.7787610619469026; 0.7826470066181505
svm_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; 6; svd_trunc_diff; svdne; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [0.87058824 0.82142857 0.83928571 0.82142857 0.85119048]; 0.8285714285714286; 0.8821428571428571; 0.8573466476462197; 0.8611435239206534; 0.8764845605700713; 0.8586698337292162; 0.8181818181818183; 0.8; 0.8275862068965517; 0.8764044943820226; 0.8602941176470589; 0.8815359477124184; 0.8559077809798271; 0.8583815028901735; 0.8573597655295938
ensemble_model_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; 6; svd_trunc_diff; svdne; 816; 272; 272; 0.6; 0.2; 0.2; [0.85365854 0.87804878 0.89634146 0.90740741 0.87037037]; 0.8308823529411765; 0.875; 0.8977941176470589; 0.928136419001218; 0.9338235294117647; 0.9276960784313726; 0.8257575757575757; 0.8515625; 0.83203125; 0.8994082840236686; 0.9559748427672956; 0.8585183948349752; 0.9023190442726634; 0.9237410071942446; 0.8972088494617839
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.86979167 0.88541667 0.83333333 0.84895833 0.83854167]; 0.80625; 0.771875; 0.864375; 0.9151138716356108; 0.9208333333333333; 0.9145833333333333; 0.8025477707006369; 0.7590361445783133; 0.8080895008605853; 0.759075907590759; 0.7467532467532467; 0.7709669848224066; 0.8629185091598232; 0.85375; 0.864375
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; 8; svd_trunc_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.82627119 0.86016949 0.82627119 0.8220339  0.87288136]; 0.8244274809160306; 0.8396946564885496; 0.8382502543234995; 0.8509615384615385; 0.9; 0.8423728813559321; 0.8345323741007195; 0.8365384615384616; 0.8236746361746362; 0.8372093023255814; 0.8756756756756757; 0.8416839916839917; 0.8450292397660818; 0.8819938962360122; 0.8382502543234994
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; 8; svd_trunc_diff; svd; 1270; 423; 423; 0.6001890359168242; 0.1999054820415879; 0.1999054820415879; [0.87795276 0.8503937  0.87795276 0.84645669 0.82283465]; 0.8581560283687943; 0.851063829787234; 0.889413988657845; 0.9138867339022497; 0.9275590551181102; 0.9125984251968503; 0.861111111111111; 0.8815165876777251; 0.8582111240275417; 0.8538283062645011; 0.8720379146919431; 0.8511132969686132; 0.8912639405204461; 0.9072847682119205; 0.8894308638037884
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 1158; 386; 386; 0.6; 0.2; 0.2; [0.84051724 0.84482759 0.79741379 0.86637931 0.83913043]; 0.8601036269430051; 0.8367875647668394; 0.866839378238342; 0.8819561551433389; 0.9032815198618307; 0.8791018998272885; 0.8772727272727274; 0.9507389162561576; 0.855150878893106; 0.8531468531468532; 0.9631578947368421; 0.8387218045112783; 0.8749391727493917; 0.9248971193415638; 0.866415156748026
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; 8; svd_trunc_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.48333333 0.47916667 0.49166667 0.39495798 0.47478992]; 0.5100502512562815; 0.4824120603015075; 0.5060240963855421; 0.5735186539868324; 0.6555183946488294; 0.5125418060200669; 0.5995893223819302; 0.6728110599078341; 0.4938640934898286; 0.5186915887850467; 0.6; 0.49014084507042255; 0.5687992988606486; 0.649; 0.5054475806451613
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; 8; svd_trunc_diff; svdn; 1296; 432; 432; 0.6; 0.2; 0.2; [0.55769231 0.47307692 0.53076923 0.53100775 0.56976744]; 0.46296296296296297; 0.5046296296296297; 0.7935185185185185; 1.0; 1.0; 1.0; 0.4604651162790697; 0.47596153846153844; 0.46342719780219777; 0.5091743119266054; 0.4977578475336323; 0.5048597850108353; 0.793709528214616; 0.7951807228915663; 0.7935200561728878
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.52991453 0.46982759 0.47413793 0.45258621 0.40948276]; 0.4702842377260982; 0.5064599483204134; 0.7892561983471075; 0.9897084048027444; 0.9931153184165232; 0.9896729776247849; 0.4887780548628429; 0.532608695652174; 0.47320089955022493; 0.5236907730673316; 0.5276381909547738; 0.5058403720731316; 0.7926829268292683; 0.8091286307053942; 0.7893379779041374
svm_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; 8; svd_trunc_diff; svdne; 1092; 364; 364; 0.6; 0.2; 0.2; [0.88636364 0.84862385 0.89449541 0.84862385 0.87155963]; 0.8543956043956044; 0.8406593406593407; 0.8653846153846154; 0.8814159292035397; 0.9120879120879121; 0.8772893772893772; 0.8716707021791767; 0.9375; 0.8495639534883721; 0.8542713567839196; 0.9340659340659341; 0.8406593406593407; 0.8737764039155074; 0.9217391304347826; 0.8647584541062802
ensemble_model_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; 8; svd_trunc_diff; svdne; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.79365079 0.91269841 0.8452381  0.896      0.872     ]; 0.861244019138756; 0.8421052631578947; 0.8809751434034416; 0.900398406374502; 0.8996815286624203; 0.9004777070063694; 0.863849765258216; 0.9154228855721394; 0.8632413967031204; 0.8577586206896551; 0.8883928571428571; 0.8385263254786451; 0.883916083916084; 0.9002849002849003; 0.8808450487950008
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 1146; 382; 382; 0.6; 0.2; 0.2; [0.85217391 0.83478261 0.82608696 0.80701754 0.86403509]; 0.856020942408377; 0.8534031413612565; 0.8769633507853403; 0.89419795221843; 0.9144851657940664; 0.8917975567190228; 0.8693586698337292; 0.8883495145631068; 0.8532656663724625; 0.8461538461538463; 0.875; 0.8549757281553397; 0.8799182422074605; 0.9015706806282723; 0.8769633507853404
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; 10; svd_trunc_diff; svd; 1506; 502; 502; 0.6; 0.2; 0.2; [0.86423841 0.83774834 0.87086093 0.86333333 0.87666667]; 0.864367816091954; 0.8666666666666667; 0.8644781144781145; 0.868673926969891; 0.900398406374502; 0.8638778220451527; 0.8714596949891067; 0.9389671361502347; 0.8658799644715137; 0.8760683760683761; 0.9234234234234234; 0.8654675802563127; 0.8705787781350482; 0.9116161616161617; 0.8644781144781146
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; 10; svd_trunc_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.85810811 0.86486486 0.87162162 0.91554054 0.85034014]; 0.8285077951002228; 0.799554565701559; 0.8623737373737373; 0.8947368421052632; 0.9201623815967523; 0.8917456021650879; 0.8456913827655311; 0.9295154185022027; 0.8273703218637138; 0.8200000000000001; 0.9234234234234234; 0.8009187601698615; 0.870186581976975; 0.9225589225589226; 0.8623737373737375
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.8538961  0.85064935 0.85947712 0.82679739 0.84640523]; 0.8669833729216152; 0.8646080760095012; 0.8968855218855218; 0.9169811320754717; 0.9504563233376793; 0.9139504563233377; 0.8613861386138614; 0.8285714285714286; 0.8668923493568044; 0.858560794044665; 0.8199052132701422; 0.8647145113969759; 0.8977889027951605; 0.9057239057239057; 0.896885521885522
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; 10; svd_trunc_diff; svdn; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.51644737 0.53289474 0.50662252 0.47682119 0.44370861]; 0.505800464037123; 0.46635730858468677; 0.523989898989899; 0.45310015898251194; 0.3764861294583884; 0.5455746367239102; 0.37900874635568516; 0.3140096618357488; 0.4985226880607316; 0.38502673796791453; 0.32142857142857145; 0.4723084886128365; 0.4273417721518987; 0.3552188552188552; 0.5239898989898989
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; 10; svd_trunc_diff; svdn; 1536; 512; 512; 0.6; 0.2; 0.2; [0.51948052 0.50974026 0.43506494 0.50980392 0.49673203]; 0.4642857142857143; 0.49523809523809526; 0.8160774410774411; 1.0; 1.0; 1.0; 0.5054945054945055; 0.5227272727272727; 0.46136363636363636; 0.45918367346938777; 0.45; 0.49318181818181817; 0.8166177087704574; 0.819023569023569; 0.8160774410774411
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 1606; 535; 535; 0.6001494768310912; 0.19992526158445442; 0.19992526158445442; [0.51863354 0.4689441  0.49068323 0.521875   0.525     ]; 0.4935064935064935; 0.4857142857142857; 0.82996632996633; 0.9931464174454827; 0.9925280199252802; 0.9931506849315068; 0.49612403100775193; 0.5; 0.49352331606217614; 0.4705882352941177; 0.45595854922279794; 0.485791774611399; 0.8292476754015216; 0.8257575757575758; 0.8299663299663299
svm_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; 10; svd_trunc_diff; svdne; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.79470199 0.83443709 0.84768212 0.82781457 0.86666667]; 0.8894009216589862; 0.8847926267281107; 0.8543771043771043; 0.8471023427866832; 0.9111405835543767; 0.8355437665782494; 0.8956521739130435; 0.8917748917748918; 0.8892371995820272; 0.8756218905472638; 0.8669950738916257; 0.883713987162263; 0.8607085346215781; 0.8998316498316499; 0.8543771043771045
ensemble_model_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; 10; svd_trunc_diff; svdne; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.8943662  0.8556338  0.88297872 0.88297872 0.88652482]; 0.8152866242038217; 0.8046709129511678; 0.868421052631579; 0.9083275017494752; 0.917963224893918; 0.9073550212164073; 0.8432432432432432; 0.9212598425196851; 0.8062520410755107; 0.8152610441767068; 0.9441860465116279; 0.8158430232558139; 0.8751007252215957; 0.923469387755102; 0.8685143548945002
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 1578; 526; 526; 0.6; 0.2; 0.2; [0.90189873 0.86392405 0.87025316 0.87974684 0.86624204]; 0.8170426065162907; 0.7994987468671679; 0.8855218855218855; 0.9236690186016676; 0.9125475285171103; 0.9245880861850444; 0.8170426065162907; 0.8578947368421053; 0.8188995215311005; 0.8113207547169812; 0.8229665071770335; 0.7983253588516745; 0.8858102434928632; 0.8880471380471381; 0.8855218855218856
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; 12; svd_trunc_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.85       0.85555556 0.84444444 0.83519553 0.83519553]; 0.9; 0.8862068965517241; 0.8547979797979798; 0.8537467700258399; 0.9198218262806236; 0.8424276169265034; 0.9003436426116838; 0.8851351351351351; 0.900314046440807; 0.88339222614841; 0.8802816901408451; 0.8860867910163684; 0.8624950179354325; 0.9107744107744108; 0.8547979797979799
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; 12; svd_trunc_diff; svd; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.83695652 0.86141304 0.82336957 0.8423913  0.8442623 ]; 0.8810408921933085; 0.8364312267657993; 0.8825757575757576; 0.895414734672849; 0.9455930359085963; 0.8895538628944505; 0.875968992248062; 0.8308823529411765; 0.8816065900044229; 0.8211382113821138; 0.7593984962406015; 0.8355816010614772; 0.8858895705521471; 0.9116161616161617; 0.8825757575757577
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svd; 4; 148; 152; zones; svd_trunc_diff; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.86516854 0.8511236  0.8258427  0.86516854 0.83050847]; 0.8795986622073578; 0.8695652173913043; 0.8792087542087542; 0.8846572361262243; 0.9145106861642295; 0.8807649043869517; 0.8909090909090909; 0.9735099337748344; 0.878646858779309; 0.8761904761904761; 0.9324324324324325; 0.8701897261499911; 0.8844140153040676; 0.9242424242424242; 0.8792087542087542
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; 12; svd_trunc_diff; svdn; 1722; 574; 574; 0.6; 0.2; 0.2; [0.45375723 0.53197674 0.4622093  0.48546512 0.46511628]; 0.5045871559633027; 0.4831804281345566; 0.5812289562289562; 0.6126021003500584; 0.6097560975609756; 0.6144018583042974; 0.5060975609756097; 0.50920245398773; 0.504601226993865; 0.4600638977635783; 0.43902439024390244; 0.4833158761035463; 0.5774946921443737; 0.5723905723905723; 0.5812289562289562
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; 12; svd_trunc_diff; svdn; 1872; 624; 624; 0.6; 0.2; 0.2; [0.48670213 0.46791444 0.48395722 0.52673797 0.51336898]; 0.5158730158730159; 0.47619047619047616; 0.8930976430976431; 1.0; 1.0; 1.0; 0.5196850393700787; 0.5076923076923077; 0.516141235813367; 0.484375; 0.5081967213114754; 0.4771752837326607; 0.8933669185558354; 0.8956228956228957; 0.8930976430976432
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdn; 4; 148; 152; zones; svd_trunc_diff; svdn; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.46264368 0.52298851 0.47413793 0.47413793 0.47109827]; 0.49216300940438873; 0.4670846394984326; 0.8577441077441077; 0.9965397923875432; 0.9942462600690449; 0.996547756041427; 0.5207100591715976; 0.546583850931677; 0.49164635584558536; 0.5058139534883721; 0.5506329113924051; 0.46786303954713426; 0.8600993377483444; 0.8745791245791246; 0.8577441077441078
svm_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; 12; svd_trunc_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.87845304 0.8839779  0.87222222 0.86666667 0.89444444]; 0.8671328671328671; 0.8601398601398601; 0.8754208754208754; 0.8836712913553896; 0.917960088691796; 0.8791574279379157; 0.8782051282051282; 0.958041958041958; 0.8671328671328671; 0.8717948717948719; 0.951048951048951; 0.86013986013986; 0.8815052041633307; 0.9267676767676768; 0.8754208754208755
ensemble_model_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; 12; svd_trunc_diff; svdne; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.9        0.875      0.86388889 0.88268156 0.86592179]; 0.803448275862069; 0.7620689655172413; 0.8737373737373737; 0.9074468085106383; 0.9498886414253898; 0.9031180400890868; 0.8131147540983606; 0.8266666666666667; 0.8026190476190477; 0.7722772277227723; 0.8357142857142857; 0.7645238095238096; 0.8794212218649519; 0.9208754208754208; 0.8737373737373737
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_trunc_diff_svdne; 4; 148; 152; zones; svd_trunc_diff; svdne; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.85511364 0.86931818 0.84943182 0.86931818 0.85795455]; 0.8051948051948052; 0.8603896103896104; 0.8888888888888888; 0.9103064066852369; 0.928409090909091; 0.9085227272727273; 0.8013245033112583; 0.8231292517006803; 0.8059745637385389; 0.8668730650154798; 0.8695652173913043; 0.859952676722863; 0.8909090909090909; 0.9074074074074074; 0.8888888888888888
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svd; 4; 196; 200; 4; svd_trunc_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.5 0.5 0.5 0.5 0.5]; 0.4946808510638298; 0.46808510638297873; 0.49256900212314225; 0.6666666666666666; 1.0; 0.5; 0.6619217081850534; 1.0; 0.5; 0.6376811594202899; 1.0; 0.5; 0.6600284495021338; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svd; 4; 196; 200; 4; svd_trunc_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.5 0.5 0.5 0.5 0.5]; 0.5217391304347826; 0.5; 0.5043383947939263; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.52678571 0.53571429 0.53636364 0.55454545 0.49090909]; 0.5706521739130435; 0.47282608695652173; 0.6746203904555315; 0.8171091445427728; 1.0; 0.776173285198556; 0.6694560669456068; 0.7692307692307693; 0.5408653846153846; 0.6008230452674898; 0.7087378640776699; 0.4407886851252547; 0.7413793103448276; 0.8884297520661157; 0.6633929582248387
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; 4; svd_trunc_diff; svdn; 528; 176; 176; 0.6; 0.2; 0.2; [0.52830189 0.55660377 0.55660377 0.53773585 0.55769231]; 0.5909090909090909; 0.5227272727272727; 0.6; 0.6111111111111112; 0.5833333333333334; 0.6287878787878789; 0.5813953488372093; 0.5555555555555556; 0.5917312661498708; 0.43243243243243246; 0.3855421686746988; 0.5153517294986397; 0.5728155339805826; 0.540045766590389; 0.5995939893900026
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; 4; svd_trunc_diff; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.5        0.47368421 0.46491228 0.4375     0.52678571]; 0.4574468085106383; 0.5; 0.7919320594479831; 1.0; 1.0; 1.0; 0.4574468085106383; 0.45263157894736844; 0.45749858517260894; 0.5052631578947369; 0.4948453608247423; 0.5001699331596239; 0.7923728813559322; 0.7873684210526316; 0.7919711484278148
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.47727273 0.56818182 0.5        0.50757576 0.5       ]; 0.5454545454545454; 0.4863636363636364; 0.8009090909090909; 0.9909365558912386; 0.9939393939393939; 0.990909090909091; 0.5327102803738318; 0.5277777777777778; 0.5451388888888888; 0.45933014354066987; 0.46601941747572817; 0.4851464608746162; 0.7981566820276497; 0.800369685767098; 0.8009004063898103
svm_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; 4; svd_trunc_diff; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.50909091 0.48181818 0.45454545 0.50909091 0.43636364]; 0.5300546448087432; 0.5245901639344263; 0.5665938864628821; 0.5607843137254903; 0.52; 0.5927272727272728; 0.5784313725490196; 0.5673076923076923; 0.5241601752677701; 0.5297297297297298; 0.5; 0.5264705882352941; 0.5583982202447163; 0.5262054507337526; 0.5683419053213182
ensemble_model_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; 4; svd_trunc_diff; svdne; 630; 210; 210; 0.6; 0.2; 0.2; [0.53174603 0.58730159 0.49206349 0.5        0.51587302]; 0.5047619047619047; 0.5523809523809524; 0.8114285714285714; 1.0; 1.0; 1.0; 0.5272727272727272; 0.5686274509803921; 0.5065359477124183; 0.5727272727272728; 0.6631578947368421; 0.5620137299771166; 0.8149532710280374; 0.8515625; 0.8123983503717472
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.51851852 0.5754717  0.54716981 0.51886792 0.4245283 ]; 0.5028248587570622; 0.5423728813559322; 0.7923250564334086; 0.9717514124293785; 0.9699248120300752; 0.9718045112781956; 0.5111111111111111; 0.5227272727272727; 0.5029366700715014; 0.5759162303664922; 0.5729166666666666; 0.5395447530864197; 0.7960088691796009; 0.7977777777777778; 0.7922375127420999
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svd; 4; 196; 200; 6; svd_trunc_diff; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.5 0.5 0.5 0.5 0.5]; 0.5202702702702703; 0.5304054054054054; 0.5101214574898786; 0.6666666666666666; 1.0; 0.5; 0.6844444444444445; 1.0; 0.5; 0.6931567328918322; 1.0; 0.5; 0.675603217158177; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svd; 4; 196; 200; 6; svd_trunc_diff; svd; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.5 0.5 0.5 0.5 0.5]; 0.4840989399293286; 0.519434628975265; 0.5007062146892656; 0.6666666666666666; 1.0; 0.5; 0.6523809523809524; 1.0; 0.5; 0.6837209302325581; 1.0; 0.5; 0.6672941176470588; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.42473118 0.49462366 0.53763441 0.51086957 0.47826087]; 0.5194805194805194; 0.5324675324675324; 0.6614785992217899; 0.801038062283737; 1.0; 0.7516198704103672; 0.6185567010309277; 0.7792207792207793; 0.5194805194805194; 0.6210526315789474; 0.7763157894736842; 0.5355937921727394; 0.7286902286902287; 0.9115734720416124; 0.6621256752187363
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; 6; svd_trunc_diff; svdn; 832; 277; 277; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [0.52380952 0.54216867 0.57831325 0.51204819 0.51807229]; 0.4981949458483754; 0.5379061371841155; 0.5310245310245311; 0.4170471841704718; 0.3293269230769231; 0.5396634615384616; 0.38222222222222224; 0.3006993006993007; 0.5048272622899488; 0.4336283185840708; 0.3475177304964539; 0.5414059240717564; 0.41335740072202165; 0.3271428571428571; 0.5331049562682216
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; 6; svd_trunc_diff; svdn; 888; 296; 296; 0.6; 0.2; 0.2; [0.50561798 0.4494382  0.5        0.51685393 0.53977273]; 0.47635135135135137; 0.527027027027027; 0.8006756756756757; 1.0; 1.0; 1.0; 0.4322344322344322; 0.4125874125874126; 0.47426756250285657; 0.527027027027027; 0.5454545454545454; 0.5276292335115864; 0.7975291695264242; 0.7958904109589041; 0.8006118721461188
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.45604396 0.44444444 0.52222222 0.52777778 0.46666667]; 0.4533333333333333; 0.54; 0.7902796271637816; 0.9854748603351955; 0.9778270509977827; 0.9855875831485588; 0.47096774193548385; 0.46794871794871795; 0.452724358974359; 0.5548387096774194; 0.5850340136054422; 0.5408830198746165; 0.792079207920792; 0.7957559681697612; 0.7902576632292657
svm_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; 6; svd_trunc_diff; svdne; 968; 322; 322; 0.6004962779156328; 0.19975186104218362; 0.19975186104218362; [0.5257732  0.61340206 0.57216495 0.5257732  0.50520833]; 0.5434782608695652; 0.5124223602484472; 0.6495037220843672; 0.7295336787564767; 0.7272727272727273; 0.7303719008264463; 0.5689149560117303; 0.5672514619883041; 0.5419038766895163; 0.5169230769230769; 0.5833333333333334; 0.5191947565543071; 0.6535867565910485; 0.6670838548185232; 0.649655088540873
ensemble_model_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; 6; svd_trunc_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.52222222 0.47777778 0.52222222 0.48333333 0.52777778]; 0.5166666666666667; 0.5033333333333333; 0.804; 1.0; 1.0; 1.0; 0.4357976653696498; 0.3783783783783784; 0.5148470839260314; 0.4844290657439447; 0.4294478527607362; 0.5103443643365725; 0.7966804979253113; 0.7568988173455979; 0.8047011001477652
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.54395604 0.62222222 0.56111111 0.55       0.61111111]; 0.57; 0.5033333333333333; 0.8015978695073236; 0.9777777777777779; 0.975609756097561; 0.9778270509977828; 0.5904761904761906; 0.6118421052631579; 0.5694345661450924; 0.5552238805970149; 0.6118421052631579; 0.5018669985775249; 0.807741935483871; 0.8291390728476821; 0.8014503931842158
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; 8; svd_trunc_diff; svd; 1242; 414; 414; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5048309178743962; 0.4927536231884058; 0.4995169082125604; 0.6666666666666666; 1.0; 0.5; 0.6709470304975923; 1.0; 0.5; 0.6601941747572816; 1.0; 0.5; 0.6662371134020619; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; 8; svd_trunc_diff; svd; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.5 0.5 0.5 0.5 0.5]; 0.48021108179419525; 0.5118733509234829; 0.49841772151898733; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.45       0.5375     0.56666667 0.52521008 0.49159664]; 0.5201005025125628; 0.5150753768844221; 0.6676706827309237; 0.8113975576662144; 1.0; 0.7675585284280937; 0.6045548654244307; 0.7604166666666666; 0.5282665857605178; 0.6281310211946051; 0.7652582159624414; 0.4961426214947342; 0.7326332794830371; 0.9042871385842473; 0.6659959454296362
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; 8; svd_trunc_diff; svdn; 1064; 354; 354; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.51869159 0.53738318 0.50471698 0.45754717 0.48584906]; 0.5225988700564972; 0.480225988700565; 0.5045146726862303; 0.5524296675191815; 0.6090225563909775; 0.506578947368421; 0.5806451612903226; 0.639344262295082; 0.5185025405042661; 0.5422885572139303; 0.6488095238095238; 0.48838325652841785; 0.5561172901921133; 0.622876557191393; 0.5049140941187561
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; 8; svd_trunc_diff; svdn; 1176; 392; 392; 0.6; 0.2; 0.2; [0.53389831 0.48728814 0.52542373 0.55555556 0.47435897]; 0.4897959183673469; 0.4744897959183674; 0.7918367346938775; 0.9982964224872232; 0.9965986394557823; 0.9982993197278911; 0.47643979057591623; 0.48663101604278075; 0.4896569714360245; 0.46907216494845355; 0.457286432160804; 0.47475720571770763; 0.7901234567901234; 0.7885010266940452; 0.7918164362679151
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.51293103 0.48706897 0.48695652 0.48695652 0.5       ]; 0.4348958333333333; 0.5052083333333334; 0.7845993756503642; 0.9939603106125972; 0.9982668977469671; 0.9939341421143847; 0.44501278772378516; 0.453125; 0.43489583333333337; 0.47802197802197804; 0.5058139534883721; 0.5052654673102238; 0.7836990595611285; 0.7970244420828906; 0.7848526899507217
svm_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; 8; svd_trunc_diff; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.50442478 0.55309735 0.53539823 0.49557522 0.54424779]; 0.4787234042553192; 0.5159574468085106; 0.5988310308182784; 0.6544454628780936; 0.631858407079646; 0.6663716814159292; 0.47593582887700536; 0.4635416666666667; 0.47905344202898553; 0.4944444444444444; 0.5; 0.5151515151515151; 0.5863013698630136; 0.5721925133689839; 0.5986622545725596
ensemble_model_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; 8; svd_trunc_diff; svdne; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.61538462 0.5862069  0.55603448 0.56034483 0.53017241]; 0.5116279069767442; 0.4780361757105943; 0.7980371900826446; 1.0; 1.0; 1.0; 0.5378973105134475; 0.5188679245283019; 0.5108625336927224; 0.4924623115577889; 0.4827586206896552; 0.4777923538230885; 0.8014220416455053; 0.7921686746987951; 0.7982119969238656
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.55603448 0.54741379 0.53448276 0.54310345 0.53448276]; 0.5103626943005182; 0.5025906735751295; 0.7919254658385093; 0.9819432502149613; 0.9844827586206897; 0.9818965517241378; 0.49056603773584906; 0.5; 0.5098039215686274; 0.5317073170731706; 0.5369458128078818; 0.5007133435624108; 0.79320987654321; 0.7989637305699482; 0.7919327442922129
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svd; 4; 196; 200; 10; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5147679324894515; 0.48523206751054854; 0.5; 0.6666666666666666; 1.0; 0.5; 0.67966573816156; 1.0; 0.5; 0.6534090909090909; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svd; 4; 196; 200; 10; svd_trunc_diff; svd; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.5 0.5 0.5 0.5 0.5]; 0.5183374083129584; 0.48166259168704156; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.53793103 0.51041667 0.50694444 0.48263889 0.53472222]; 0.5310492505353319; 0.5074946466809421; 0.6670875420875421; 0.8082959641255605; 1.0; 0.7628294036061026; 0.6256410256410257; 0.7689075630252101; 0.5263751788925177; 0.6048109965635738; 0.7685589519650655; 0.5124307364867344; 0.7319552694002033; 0.9090909090909091; 0.6670875420875421
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; 10; svd_trunc_diff; svdn; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.53289474 0.51315789 0.5        0.50331126 0.50662252]; 0.5116279069767442; 0.5046511627906977; 0.5265151515151515; 0.40809443507588533; 0.31926121372031663; 0.5369393139841688; 0.419889502762431; 0.34545454545454546; 0.5155844155844156; 0.38260869565217387; 0.3142857142857143; 0.5003246753246753; 0.4057052297939779; 0.32323232323232326; 0.5265151515151516
ensemble_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; 10; svd_trunc_diff; svdn; 1452; 484; 484; 0.6; 0.2; 0.2; [0.4760274  0.48275862 0.53793103 0.45517241 0.53448276]; 0.46320346320346323; 0.47619047619047616; 0.7929292929292929; 0.9986206896551724; 0.9972451790633609; 0.9986225895316805; 0.4918032786885245; 0.5106382978723404; 0.4623676070859499; 0.48510638297872344; 0.5022026431718062; 0.47663323647952005; 0.7956810631229236; 0.8063973063973064; 0.7929292929292929
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.5        0.43493151 0.45547945 0.46575342 0.4760274 ]; 0.5; 0.4868995633187773; 0.8013468013468014; 0.9945130315500686; 0.9931506849315068; 0.9945205479452054; 0.5010893246187363; 0.5066079295154186; 0.5000572115109561; 0.48123620309050774; 0.47186147186147187; 0.487032057516639; 0.8008438818565401; 0.7988215488215489; 0.8013468013468014
svm_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; 10; svd_trunc_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.59333333 0.54362416 0.59060403 0.56711409 0.53355705]; 0.5203619909502263; 0.5090497737556561; 0.617003367003367; 0.6870527000650618; 0.707774798927614; 0.6776139410187668; 0.5267857142857143; 0.5645933014354066; 0.5226399983571883; 0.5353319057815846; 0.5364806866952789; 0.507474793108405; 0.6288743882544862; 0.648989898989899; 0.617003367003367
ensemble_model_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; 10; svd_trunc_diff; svdne; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.6038961  0.54220779 0.55228758 0.56862745 0.55882353]; 0.5320665083135392; 0.5368171021377672; 0.835016835016835; 1.0; 1.0; 1.0; 0.567032967032967; 0.581081081081081; 0.529234007877224; 0.5475638051044084; 0.592964824120603; 0.5397256553035448; 0.8380165289256198; 0.8535353535353535; 0.835016835016835
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.53691275 0.52348993 0.56375839 0.52684564 0.54697987]; 0.5079006772009029; 0.5733634311512416; 0.8249158249158249; 0.9939637826961771; 0.9946308724832215; 0.9939597315436242; 0.5321888412017167; 0.5299145299145299; 0.5065840592156381; 0.5445783132530121; 0.5406698564593302; 0.5716169795117164; 0.8246205733558178; 0.8232323232323232; 0.8249158249158248
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svd; 4; 196; 200; 12; svd_trunc_diff; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.5 0.5 0.5 0.5 0.5]; 0.5284280936454849; 0.47157190635451507; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6914660831509846; 1.0; 0.5; 0.640909090909091; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svd; 4; 196; 200; 12; svd_trunc_diff; svd; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.5 0.5 0.5 0.5 0.5]; 0.515358361774744; 0.48464163822525597; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_trunc_diff_svd; 4; 196; 200; zones; svd_trunc_diff; svd; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.51086957 0.5326087  0.5298913  0.48369565 0.56284153]; 0.5055762081784386; 0.5687732342007435; 0.7024410774410774; 0.6681159420289855; 0.5016322089227421; 0.750816104461371; 0.39819004524886875; 0.30985915492957744; 0.5171343018742376; 0.3829787234042553; 0.28346456692913385; 0.5537041144504824; 0.6048071548351035; 0.4553872053872054; 0.7024410774410775
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; 12; svd_trunc_diff; svdn; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.48850575 0.51724138 0.5316092  0.49425287 0.5       ]; 0.5015673981191222; 0.5579937304075235; 0.5269360269360269; 0.39322533136966126; 0.30724971231300346; 0.525891829689298; 0.34567901234567905; 0.267515923566879; 0.497955492647637; 0.42448979591836733; 0.32098765432098764; 0.5617677125108124; 0.39111592632719394; 0.30387205387205385; 0.5269360269360269
ensemble_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; 12; svd_trunc_diff; svdn; 1788; 596; 596; 0.6; 0.2; 0.2; [0.51955307 0.46368715 0.4972067  0.5        0.50561798]; 0.48639455782312924; 0.4523809523809524; 0.8678451178451179; 0.9988801791713325; 0.9977628635346756; 0.9988814317673378; 0.48464163822525597; 0.4896551724137931; 0.48643832446193; 0.4390243902439024; 0.4228187919463087; 0.4527887063179819; 0.8672865595942519; 0.8636363636363636; 0.867845117845118
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdn; 4; 196; 200; zones; svd_trunc_diff; svdn; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.52298851 0.44797688 0.48554913 0.51156069 0.45086705]; 0.48757763975155277; 0.515527950310559; 0.8619528619528619; 0.9959607616849394; 0.9965357967667436; 0.9959584295612008; 0.4694533762057878; 0.477124183006536; 0.48708280156243955; 0.5301204819277108; 0.5207100591715976; 0.5152569903701125; 0.8619528619528619; 0.8619528619528619; 0.8619528619528619
svm_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; 12; svd_trunc_diff; svdne; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.57837838 0.55135135 0.54054054 0.53783784 0.55945946]; 0.55893536121673; 0.5285171102661597; 0.6721380471380471; 0.6864456079115765; 0.6378378378378379; 0.7086486486486487; 0.536; 0.5234375; 0.5580150462962963; 0.5230769230769231; 0.5037037037037037; 0.5291956018518518; 0.6505159264244057; 0.6102693602693603; 0.6721380471380471
ensemble_model_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; 12; svd_trunc_diff; svdne; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.53448276 0.52601156 0.50867052 0.51734104 0.54913295]; 0.515527950310559; 0.5062111801242236; 0.8674242424242424; 1.0; 1.0; 1.0; 0.5155279503105591; 0.535483870967742; 0.5162449294958471; 0.5167173252279635; 0.5089820359281437; 0.5061039211898782; 0.8678136802349978; 0.8703703703703703; 0.8674242424242423
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_trunc_diff_svdne; 4; 196; 200; zones; svd_trunc_diff; svdne; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.50558659 0.53910615 0.53651685 0.52808989 0.59269663]; 0.5101351351351351; 0.5506756756756757; 0.867003367003367; 0.9786995515695067; 0.9786995515695067; 0.9786995515695067; 0.5307443365695792; 0.5359477124183006; 0.5092325974678915; 0.5333333333333333; 0.5314685314685315; 0.5500479912244618; 0.8671152228763668; 0.8678451178451179; 0.8670033670033669
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; 4; ipca_diff; svd; 452; 150; 150; 0.601063829787234; 0.19946808510638298; 0.19946808510638298; [0.97826087 0.96666667 0.98888889 0.94444444 0.96666667]; 0.5733333333333334; 0.56; 0.8178191489361702; 0.9844789356984479; 0.9823008849557522; 0.9845132743362832; 0.706422018348624; 0.9871794871794872; 0.5560897435897436; 0.7079646017699115; 0.963855421686747; 0.5117784571120302; 0.8469273743016761; 0.979328165374677; 0.8129517539202152
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; 4; ipca_diff; svd; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.96363636 0.98148148 0.97222222 0.96296296 1.        ]; 0.5666666666666667; 0.6277777777777778; 0.8392461197339246; 1.0; 1.0; 1.0; 0.6666666666666666; 0.8863636363636364; 0.5736166007905139; 0.7196652719665272; 0.8514851485148515; 0.5966286502067928; 0.8571428571428571; 0.9456521739130435; 0.8370794806216801
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 644; 214; 214; 0.6007462686567164; 0.19962686567164178; 0.19962686567164178; [0.99230769 0.98461538 0.96875    0.984375   0.9765625 ]; 0.5934579439252337; 0.6495327102803738; 0.8479477611940298; 0.9984447900466563; 0.9968944099378882; 0.9984472049689441; 0.6925795053003534; 0.9158878504672897; 0.5934579439252337; 0.7474747474747475; 0.9487179487179487; 0.6186888712661909; 0.866721177432543; 0.9706959706959707; 0.8456141450438028
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; 4; ipca_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.72580645 0.66129032 0.73387097 0.68548387 0.71774194]; 0.49029126213592233; 0.5533980582524272; 0.6560077519379846; 0.7401315789473684; 0.7258064516129032; 0.7451612903225807; 0.5643153526970954; 0.6666666666666666; 0.4919871794871794; 0.6134453781512605; 0.7156862745098039; 0.5549585218702866; 0.6734130634774609; 0.7120622568093385; 0.6562241785977195
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; 4; ipca_diff; svdn; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.71551724 0.68965517 0.68103448 0.72413793 0.62068966]; 0.44559585492227977; 0.46113989637305697; 0.7681159420289855; 0.977469670710572; 0.9724137931034482; 0.9775862068965516; 0.4623115577889448; 0.5168539325842697; 0.45073465859982714; 0.5315315315315314; 0.5841584158415841; 0.45512268618166163; 0.7755511022044088; 0.80625; 0.7683513374485597
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.72807018 0.74107143 0.71428571 0.66964286 0.75      ]; 0.5614973262032086; 0.5614973262032086; 0.7767094017094017; 0.9192100538599641; 0.9110320284697508; 0.9199288256227758; 0.616822429906542; 0.6947368421052632; 0.559324942791762; 0.6132075471698113; 0.6914893617021277; 0.560798444291924; 0.787385554425229; 0.823404255319149; 0.7765089946123642
svm_model_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; 4; ipca_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [1.         0.95762712 0.96610169 0.94915254 0.93965517]; 0.5510204081632653; 0.5714285714285714; 0.8153061224489796; 0.9846678023850085; 0.9829931972789115; 0.9846938775510203; 0.6666666666666666; 0.8627450980392157; 0.5377555277430122; 0.6793893129770993; 0.9368421052631579; 0.5822824387701928; 0.8373764600179694; 0.9490835030549898; 0.8150325490735073
ensemble_model_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; 4; ipca_diff; svdne; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.94444444 0.96226415 0.97169811 0.96226415 0.96226415]; 0.6384180790960452; 0.5988700564971752; 0.8419864559819413; 0.9905482041587901; 0.9849624060150376; 0.9906015037593985; 0.7377049180327868; 0.8910891089108911; 0.5968603439291298; 0.6872246696035242; 0.9069767441860465; 0.607334525939177; 0.86; 0.9492273730684326; 0.8395097604372186
ensemble_model_v2_N4_B0_E4_nb_zones_4_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.96212121 0.96969697 0.98484848 0.94615385 0.96923077]; 0.5458715596330275; 0.6330275229357798; 0.8351648351648352; 0.998473282442748; 0.9969512195121951; 0.9984756097560976; 0.6346863468634686; 0.819047619047619; 0.5555415086388538; 0.7142857142857143; 0.8695652173913043; 0.6192486281131278; 0.8507462686567165; 0.9361313868613139; 0.8347936346071274
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; 6; ipca_diff; svd; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.98255814 0.96511628 0.98255814 0.97674419 0.97674419]; 0.6013986013986014; 0.6013986013986014; 0.8400837988826816; 0.9988358556461001; 0.9976744186046511; 0.9988372093023256; 0.7091836734693878; 0.952054794520548; 0.5938845401174169; 0.7000000000000001; 0.9568345323741008; 0.6110703274115401; 0.8595953402820355; 0.9804195804195804; 0.8402795252167636
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; 6; ipca_diff; svd; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [1.         1.         0.96470588 0.97647059 0.99411765]; 0.5845070422535211; 0.573943661971831; 0.8312236286919831; 0.9988304093567251; 1.0; 0.9988290398126464; 0.6943005181347152; 0.8933333333333333; 0.5660696517412935; 0.6773333333333333; 0.927007299270073; 0.5859526292268732; 0.8514851485148514; 0.9635854341736695; 0.83066277358401
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.99438202 0.98314607 0.99438202 0.98314607 0.96067416]; 0.5675675675675675; 0.5912162162162162; 0.8306342780026991; 0.9977477477477478; 0.9955056179775281; 0.9977528089887641; 0.6751269035532995; 0.9637681159420289; 0.5926435516419005; 0.7055961070559611; 0.9602649006622517; 0.5835807261931948; 0.8517424689899586; 0.9822888283378747; 0.8320535050780283
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; 6; ipca_diff; svdn; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.69680851 0.68617021 0.70967742 0.64516129 0.69354839]; 0.4855305466237942; 0.5016077170418006; 0.6658097686375322; 0.7778981581798483; 0.7687366167023555; 0.7805139186295504; 0.5321637426900584; 0.5723270440251572; 0.4835319430652102; 0.5400593471810089; 0.5909090909090909; 0.5024609148812971; 0.6754057428214731; 0.6935897435897436; 0.6657381707639438
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; 6; ipca_diff; svdn; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.66091954 0.62790698 0.69186047 0.62209302 0.69186047]; 0.5923344947735192; 0.5609756097560976; 0.791782729805014; 0.9353348729792147; 0.9396751740139211; 0.9350348027842228; 0.654867256637168; 0.7115384615384616; 0.5809600704638873; 0.6181818181818182; 0.723404255319149; 0.5637569221801224; 0.8052117263843649; 0.8489010989010989; 0.7909759731793631
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.72826087 0.70652174 0.69021739 0.7173913  0.7032967 ]; 0.5784313725490197; 0.5588235294117647; 0.8013071895424837; 0.9559471365638766; 0.9455337690631809; 0.9564270152505447; 0.6217008797653959; 0.7310344827586207; 0.5860141357892483; 0.5896656534954408; 0.6139240506329114; 0.5569620253164558; 0.8073510773130544; 0.8359580052493438; 0.8014425442913387
svm_model_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; 6; ipca_diff; svdne; 824; 274; 274; 0.6005830903790087; 0.19970845481049562; 0.19970845481049562; [0.95180723 0.97590361 0.95731707 0.94512195 0.93292683]; 0.5985401459854015; 0.5620437956204379; 0.8170553935860059; 0.9739130434782609; 0.9514563106796117; 0.9745145631067962; 0.676470588235294; 0.8214285714285714; 0.5935501066098081; 0.6273291925465838; 0.7651515151515151; 0.5691954758856167; 0.8289025221540559; 0.8888888888888888; 0.8172642118863049
ensemble_model_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; 6; ipca_diff; svdne; 834; 278; 278; 0.6; 0.2; 0.2; [0.93452381 0.94642857 0.96385542 0.96385542 0.92168675]; 0.5827338129496403; 0.5503597122302158; 0.8158273381294964; 0.9820359281437125; 0.9832134292565947; 0.9820143884892087; 0.6397515527950312; 0.7357142857142858; 0.5816252587991719; 0.5954692556634305; 0.696969696969697; 0.5573889580738896; 0.8253751705320599; 0.8780841799709724; 0.816360206961235
ensemble_model_v2_N4_B0_E4_nb_zones_6_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.95263158 0.96315789 0.97368421 0.94210526 0.97368421]; 0.6075949367088608; 0.5759493670886076; 0.8324905183312263; 0.9926393270241851; 0.9936842105263158; 0.9926315789473684; 0.7129629629629629; 0.9390243902439024; 0.5945121951219512; 0.680952380952381; 0.9407894736842105; 0.5892971758664955; 0.853022739877981; 0.9721871049304678; 0.8324905183312263
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; 8; ipca_diff; svd; 1012; 337; 337; 0.6002372479240806; 0.19988137603795966; 0.19988137603795966; [0.96568627 0.98019802 0.98514851 0.98019802 0.98514851]; 0.5341246290801187; 0.5133531157270029; 0.8072360616844603; 0.9960474308300395; 0.9960474308300395; 0.9960474308300395; 0.668076109936575; 0.9294117647058824; 0.5305741458259952; 0.6540084388185655; 0.8857142857142857; 0.4984126984126984; 0.8340990301174069; 0.9600470035252644; 0.8057720047566441
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; 8; ipca_diff; svd; 1088; 362; 362; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.99541284 0.98623853 0.99082569 0.97247706 0.98148148]; 0.569060773480663; 0.5828729281767956; 0.8305739514348786; 1.0; 1.0; 1.0; 0.6578947368421053; 0.9259259259259259; 0.6029629629629629; 0.6973947895791583; 0.8969072164948454; 0.5585726558664703; 0.8497307880567793; 0.9644444444444444; 0.8314546783625731
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.94672131 0.9795082  0.97131148 0.97131148 0.96721311]; 0.5394088669950738; 0.5615763546798029; 0.8169291338582677; 0.9942481511914544; 0.9918032786885246; 0.9942622950819673; 0.6396917148362236; 0.83; 0.5436407766990291; 0.6563706563706563; 0.8292682926829268; 0.5589127533066376; 0.8349600709849158; 0.9270935960591133; 0.81703745682995
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; 8; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.68067227 0.63865546 0.62184874 0.64285714 0.65254237]; 0.5454545454545454; 0.5126262626262627; 0.6323232323232323; 0.6740128558310376; 0.6178451178451179; 0.7011784511784512; 0.5852534562211981; 0.625615763546798; 0.5433778299599276; 0.5480093676814988; 0.6; 0.5139303482587065; 0.6266666666666667; 0.6159274193548387; 0.6323564222280267
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; 8; ipca_diff; svdn; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.68644068 0.63559322 0.62711864 0.65254237 0.65384615]; 0.5382653061224489; 0.5204081632653061; 0.7782874617737003; 0.943877551020408; 0.9422750424448217; 0.9439728353140918; 0.6056644880174291; 0.6495327102803738; 0.5270135461514229; 0.5668202764976958; 0.634020618556701; 0.5215557638238051; 0.7897535041082648; 0.8194583751253761; 0.7776048352310818
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.70416667 0.75833333 0.70416667 0.6875     0.65966387]; 0.506265664160401; 0.531328320802005; 0.7464929859719439; 0.8988391376451077; 0.9048414023372288; 0.8981636060100167; 0.567032967032967; 0.6292682926829268; 0.5027784762383707; 0.5701149425287357; 0.6458333333333334; 0.5354770531400967; 0.7585877862595419; 0.7981927710843374; 0.7465963855421688
svm_model_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; 8; ipca_diff; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.89516129 0.93089431 0.93902439 0.91056911 0.90243902]; 0.6121951219512195; 0.6170731707317073; 0.8089668615984406; 0.9376026272577996; 0.926948051948052; 0.9383116883116883; 0.6924564796905222; 0.8248847926267281; 0.5989708937226905; 0.6652452025586355; 0.7918781725888325; 0.6236386168108482; 0.8221415607985482; 0.8796116504854369; 0.8086903653601352
ensemble_model_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; 8; ipca_diff; svdne; 1140; 380; 380; 0.6; 0.2; 0.2; [0.96491228 0.96052632 0.95614035 0.95614035 0.97807018]; 0.6289473684210526; 0.6052631578947368; 0.8426315789473684; 0.9929701230228472; 0.9912280701754386; 0.9929824561403509; 0.6914660831509847; 0.8102564102564103; 0.624047124047124; 0.6511627906976745; 0.7608695652173914; 0.6100266193433895; 0.8523456790123456; 0.9093782929399368; 0.8427017647664984
ensemble_model_v2_N4_B0_E4_nb_zones_8_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 1122; 374; 374; 0.6; 0.2; 0.2; [0.97345133 0.95535714 0.96875    0.99553571 0.97767857]; 0.6229946524064172; 0.6310160427807486; 0.8491978609625669; 0.9973190348525469; 0.9946524064171123; 0.9973262032085561; 0.6901098901098901; 0.8092783505154639; 0.6157502863688431; 0.6877828054298643; 0.7916666666666666; 0.6266025641025641; 0.8601190476190476; 0.9155227032734953; 0.8483355661546241
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; 10; ipca_diff; svd; 1482; 494; 494; 0.6; 0.2; 0.2; [0.94295302 0.93581081 0.96283784 0.97297297 0.96621622]; 0.6308724832214765; 0.5838926174496645; 0.8493265993265994; 0.9952861952861952; 0.9973009446693657; 0.99527665317139; 0.728171334431631; 0.9525862068965517; 0.618153568564555; 0.68259385665529; 0.9302325581395349; 0.5965817963111467; 0.8663181478715459; 0.9764309764309764; 0.8493265993265993
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; 10; ipca_diff; svd; 1536; 512; 512; 0.6; 0.2; 0.2; [0.96753247 0.97727273 0.96103896 0.96405229 0.97385621]; 0.6142857142857143; 0.6142857142857143; 0.8577441077441077; 0.9909090909090909; 0.9934895833333334; 0.9908854166666667; 0.6931818181818182; 0.8798076923076923; 0.6167906386066764; 0.7022058823529411; 0.9009433962264151; 0.6115293904208998; 0.8705972434915773; 0.9570707070707071; 0.8577441077441077
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 1518; 506; 506; 0.6; 0.2; 0.2; [0.92763158 0.94736842 0.95723684 0.94736842 0.96357616]; 0.5058275058275058; 0.5967365967365967; 0.8312289562289562; 0.989431968295905; 0.9868247694334651; 0.9894598155467722; 0.6293706293706294; 0.9045226130653267; 0.5326960891413589; 0.7082630691399663; 0.9130434782608695; 0.5720996285776709; 0.8503172825681223; 0.9587542087542088; 0.8312289562289563
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; 10; ipca_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.67346939 0.62244898 0.68707483 0.67123288 0.71917808]; 0.5010989010989011; 0.47692307692307695; 0.6460437710437711; 0.7366946778711484; 0.7175989085948158; 0.7435197817189632; 0.5338809034907597; 0.5829596412556054; 0.5026867171795268; 0.5220883534136546; 0.5603448275862069; 0.47523967836709446; 0.6514711976792376; 0.6616161616161617; 0.6460437710437711
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; 10; ipca_diff; svdn; 1554; 518; 518; 0.6; 0.2; 0.2; [0.65705128 0.68910256 0.69677419 0.69354839 0.66129032]; 0.5182481751824818; 0.48175182481751827; 0.7984006734006734; 0.9561855670103092; 0.954954954954955; 0.9562419562419563; 0.5805084745762712; 0.6586538461538461; 0.5165190413035241; 0.5277161862527716; 0.5862068965517241; 0.4830072944297082; 0.8064646464646466; 0.8400673400673401; 0.7984006734006733
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.6525974  0.65359477 0.68300654 0.66339869 0.6503268 ]; 0.5260663507109005; 0.5213270142180095; 0.7655723905723906; 0.8988910632746249; 0.8994778067885117; 0.8988250652741515; 0.5850622406639004; 0.6650943396226415; 0.5254043126684635; 0.5756302521008403; 0.6523809523809524; 0.5219451931716083; 0.7763950220794862; 0.813973063973064; 0.7655723905723906
svm_model_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; 10; ipca_diff; svdne; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.91724138 0.92708333 0.91319444 0.91666667 0.89930556]; 0.6188436830835118; 0.6017130620985011; 0.8152356902356902; 0.9470712773465066; 0.9306518723994452; 0.9479889042995839; 0.6615969581749049; 0.759825327510917; 0.6215093024109206; 0.63671875; 0.6848739495798319; 0.6000788961872958; 0.8211812627291243; 0.8484848484848485; 0.8152356902356903
ensemble_model_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; 10; ipca_diff; svdne; 1406; 468; 468; 0.6003415883859948; 0.19982920580700256; 0.19982920580700256; [0.93262411 0.96808511 0.96808511 0.93928571 0.93571429]; 0.6068376068376068; 0.6175213675213675; 0.8351836037574722; 0.9835596854896355; 0.9786628733997155; 0.9836415362731152; 0.676056338028169; 0.8384279475982532; 0.6116825930459886; 0.6751361161524501; 0.7717842323651453; 0.6127643628786078; 0.846703733121525; 0.9087809036658141; 0.8350576887875691
ensemble_model_v2_N4_B0_E4_nb_zones_10_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 1362; 454; 454; 0.6; 0.2; 0.2; [0.95620438 0.96691176 0.96691176 0.97794118 0.96691176]; 0.579295154185022; 0.5837004405286343; 0.8273127753303965; 0.9911634756995582; 0.9882525697503671; 0.9911894273127753; 0.6570915619389587; 0.8097345132743363; 0.5803058531283962; 0.6654867256637168; 0.8138528138528138; 0.5795721468367208; 0.8419354838709677; 0.9173989455184535; 0.8270740310631136
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; 12; ipca_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.97398844 0.96242775 0.99132948 0.97976879 0.97976879]; 0.5758513931888545; 0.56656346749226; 0.8813131313131313; 0.9971148297749567; 0.9988439306358381; 0.9971098265895953; 0.6666666666666666; 0.85625; 0.5784317484662577; 0.6650717703349283; 0.852760736196319; 0.5638803680981594; 0.8899297423887588; 0.9595959595959596; 0.8813131313131313
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; 12; ipca_diff; svd; 1842; 614; 614; 0.6; 0.2; 0.2; [0.97297297 0.96467391 0.95923913 0.97282609 0.95108696]; 0.5730337078651685; 0.5468164794007491; 0.8985690235690236; 0.9967462039045553; 0.997828447339848; 0.996742671009772; 0.6797752808988764; 0.9236641221374046; 0.5794791198922318; 0.6720867208672087; 0.9117647058823529; 0.5398518185900314; 0.9061891786687427; 0.9797979797979798; 0.8985690235690236
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svd; 4; 0; 4; zones; ipca_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.96022727 0.95454545 0.95454545 0.96875    0.96      ]; 0.5631067961165048; 0.6019417475728155; 0.890993265993266; 0.9994308480364257; 0.9988623435722411; 0.9994311717861206; 0.608695652173913; 0.7; 0.5669811320754717; 0.6455331412103746; 0.7044025157232704; 0.5988679245283018; 0.8942425479787669; 0.9217171717171717; 0.890993265993266
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; 12; ipca_diff; svdn; 1788; 596; 596; 0.6; 0.2; 0.2; [0.67877095 0.68994413 0.66759777 0.65642458 0.68820225]; 0.5; 0.4965986394557823; 0.6506734006734006; 0.7065277015907844; 0.7203579418344519; 0.7007829977628636; 0.5763688760806917; 0.704225352112676; 0.5067179392142327; 0.5956284153005463; 0.7171052631578947; 0.4888343217197924; 0.6727129337539431; 0.718013468013468; 0.6506734006734006
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; 12; ipca_diff; svdn; 1752; 584; 584; 0.6; 0.2; 0.2; [0.67329545 0.69142857 0.66571429 0.66       0.72      ]; 0.5096153846153846; 0.4775641025641026; 0.8240740740740741; 0.9415807560137458; 0.9383561643835616; 0.9417808219178082; 0.5173501577287066; 0.5815602836879432; 0.515926340674381; 0.5356125356125356; 0.5497076023391813; 0.46988926216249843; 0.8268434134217069; 0.8400673400673401; 0.8240740740740741
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svdn; 4; 0; 4; zones; ipca_diff; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.6741573  0.68820225 0.62921348 0.67696629 0.67696629]; 0.5335570469798657; 0.4664429530201342; 0.8249158249158249; 0.9334836527621195; 0.9303370786516854; 0.9337078651685393; 0.5800604229607251; 0.6193548387096774; 0.529957139634559; 0.48543689320388356; 0.5244755244755245; 0.4686893751409881; 0.827671913835957; 0.8409090909090909; 0.8249158249158249
svm_model_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; 12; ipca_diff; svdne; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.91388889 0.92222222 0.88611111 0.89944134 0.91620112]; 0.5310344827586206; 0.6137931034482759; 0.8404882154882155; 0.9256948383437323; 0.9086859688195991; 0.9270601336302894; 0.6; 0.723404255319149; 0.5361987719548765; 0.6888888888888889; 0.8322147651006712; 0.6075967442524632; 0.8461226146975234; 0.877104377104377; 0.8404882154882155
ensemble_model_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; 12; ipca_diff; svdne; 1788; 596; 596; 0.6; 0.2; 0.2; [0.94692737 0.93854749 0.93575419 0.94972067 0.94101124]; 0.6666666666666666; 0.6530612244897959; 0.9053030303030303; 0.9860100727476216; 0.9854586129753915; 0.9860178970917226; 0.729281767955801; 0.8918918918918919; 0.6651240281377268; 0.7000000000000002; 0.815068493150685; 0.654155868196964; 0.9096022498995581; 0.9528619528619529; 0.9053030303030303
ensemble_model_v2_N4_B0_E4_nb_zones_12_ipca_diff_svdne; 4; 0; 4; zones; ipca_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.95652174 0.95652174 0.94836957 0.95652174 0.93442623]; 0.5092936802973977; 0.5353159851301115; 0.8842592592592593; 0.990228013029316; 0.9923830250272034; 0.9902067464635474; 0.6312849162011174; 0.8308823529411765; 0.5056667403803627; 0.6418338108882521; 0.8421052631578947; 0.5386996904024768; 0.892114554727344; 0.9570707070707071; 0.8842592592592593
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; 4; ipca_diff; svd; 442; 147; 147; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.95555556 0.93181818 0.93181818 0.90909091 0.95454545]; 0.7891156462585034; 0.8639455782312925; 0.9008152173913043; 0.950892857142857; 0.9638009049773756; 0.9502262443438915; 0.8025477707006369; 0.8873239436619719; 0.7923461823573019; 0.8701298701298701; 0.881578947368421; 0.8633246849518161; 0.9038208168642952; 0.9320652173913043; 0.9008152173913042
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; 4; ipca_diff; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.90350877 0.9122807  0.92105263 0.88596491 0.95535714]; 0.7407407407407407; 0.8095238095238095; 0.8837209302325582; 0.9547920433996383; 0.9295774647887324; 0.9559859154929579; 0.7407407407407407; 0.8536585365853658; 0.7539320720310007; 0.8512396694214877; 0.8956521739130435; 0.7856639247943596; 0.8882113821138211; 0.9085239085239085; 0.8832942123264703
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.9296875 0.921875  0.8671875 0.921875  0.9296875]; 0.7511737089201878; 0.8075117370892019; 0.8986866791744841; 0.9780564263322885; 0.975; 0.978125; 0.7601809954751132; 0.84; 0.7562831858407078; 0.8340080971659919; 0.9035087719298246; 0.8002392344497608; 0.9023508137432188; 0.9344569288389513; 0.8986194418630846
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; 4; ipca_diff; svdn; 600; 200; 200; 0.6; 0.2; 0.2; [0.50833333 0.51666667 0.41666667 0.38333333 0.51666667]; 0.535; 0.505; 0.522; 0.5051903114186851; 0.4866666666666667; 0.5233333333333334; 0.5181347150259067; 0.5050505050505051; 0.5347034703470348; 0.4469273743016759; 0.43956043956043955; 0.49959673354168765; 0.4968421052631579; 0.4816326530612245; 0.5212084833933573
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; 4; ipca_diff; svdn; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.50925926 0.55555556 0.53703704 0.51886792 0.62264151]; 0.5056179775280899; 0.5674157303370787; 0.8116591928251121; 0.9943714821763603; 0.9888059701492538; 0.9944029850746269; 0.4823529411764706; 0.47126436781609193; 0.5048629531388151; 0.5698324022346367; 0.5862068965517241; 0.5678287230011368; 0.8095238095238095; 0.8076923076923077; 0.8116239316239318
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.52586207 0.54385965 0.47368421 0.49122807 0.54385965]; 0.4789473684210526; 0.45263157894736844; 0.7752100840336135; 0.9808027923211169; 0.9825174825174825; 0.9807692307692308; 0.48704663212435234; 0.5053763440860215; 0.479492295754351; 0.5398230088495575; 0.5169491525423728; 0.4320856873822975; 0.7842741935483871; 0.7826961770623743; 0.7748645720476706
svm_model_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; 4; ipca_diff; svdne; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.83606557 0.90983607 0.86666667 0.84166667 0.85      ]; 0.6567164179104478; 0.6766169154228856; 0.8081510934393639; 0.9028006589785833; 0.9072847682119205; 0.902317880794702; 0.7012987012987013; 0.7641509433962265; 0.6504965243296922; 0.7302904564315353; 0.8301886792452831; 0.66772591857001; 0.8211306765523634; 0.8618677042801557; 0.8069501123026795
ensemble_model_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; 4; ipca_diff; svdne; 618; 206; 206; 0.6; 0.2; 0.2; [0.91935484 0.87096774 0.86290323 0.91935484 0.90983607]; 0.7864077669902912; 0.7912621359223301; 0.8766990291262136; 0.9337748344370862; 0.912621359223301; 0.9352750809061487; 0.7981651376146789; 0.8787878787878788; 0.7898612291135656; 0.8071748878923766; 0.8737864077669902; 0.7912621359223301; 0.8784688995215311; 0.898238747553816; 0.8768650385167924
ensemble_model_v2_N4_B48_E52_nb_zones_4_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.90178571 0.90178571 0.88392857 0.84545455 0.85454545]; 0.7567567567567568; 0.745945945945946; 0.8606911447084233; 0.9330922242314648; 0.9280575539568345; 0.933453237410072; 0.7867298578199051; 0.8469387755102041; 0.7510555946516538; 0.7729468599033815; 0.9411764705882353; 0.7605882352941177; 0.8671472708547889; 0.913232104121475; 0.8609171273295547
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; 6; ipca_diff; svd; 810; 270; 270; 0.6; 0.2; 0.2; [0.82716049 0.85185185 0.88271605 0.84567901 0.85802469]; 0.737037037037037; 0.8037037037037037; 0.8555555555555555; 0.9106918238993711; 0.8938271604938272; 0.9123456790123456; 0.7455197132616487; 0.8455284552845529; 0.7458934793429568; 0.8262295081967214; 0.9064748201438849; 0.8005656543467516; 0.85859318346628; 0.8875562218890555; 0.855930380344235
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; 6; ipca_diff; svd; 936; 312; 312; 0.6; 0.2; 0.2; [0.89893617 0.94148936 0.93617021 0.91397849 0.88172043]; 0.7948717948717948; 0.7948717948717948; 0.9006410256410257; 0.9711846318036287; 0.9722222222222222; 0.9711538461538463; 0.8024691358024691; 0.8666666666666667; 0.7975308641975308; 0.8024691358024691; 0.8333333333333334; 0.7948717948717949; 0.9022082018927445; 0.9237726098191215; 0.9008176026194844
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.93888889 0.90449438 0.8988764  0.87640449 0.88202247]; 0.7542087542087542; 0.7845117845117845; 0.8741588156123823; 0.9436936936936937; 0.9394618834080718; 0.9439461883408071; 0.7753846153846152; 0.9130434782608695; 0.7646978397593657; 0.8306878306878307; 0.9401197604790419; 0.7623675725472132; 0.8824638592080453; 0.9347536617842876; 0.8734992798717356
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; 6; ipca_diff; svdn; 704; 234; 234; 0.6006825938566553; 0.19965870307167236; 0.19965870307167236; [0.5        0.5        0.49285714 0.45714286 0.60714286]; 0.5256410256410257; 0.5170940170940171; 0.537542662116041; 0.4646464646464647; 0.39204545454545453; 0.5482954545454546; 0.39999999999999997; 0.3135593220338983; 0.527469316189363; 0.4263959390862944; 0.3620689655172414; 0.5157802454704851; 0.44467213114754095; 0.3703071672354949; 0.537542662116041
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; 6; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.56315789 0.53684211 0.61052632 0.54736842 0.65263158]; 0.5284810126582279; 0.49683544303797467; 0.7970922882427307; 0.9862433862433863; 0.9810526315789474; 0.9863157894736843; 0.5358255451713396; 0.5149700598802395; 0.5292971104770324; 0.5364431486880467; 0.6216216216216216; 0.5042631917631917; 0.800497203231821; 0.8151898734177215; 0.7971151387290627
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.54891304 0.52717391 0.53804348 0.58241758 0.58241758]; 0.5573770491803278; 0.4786885245901639; 0.7968545216251638; 0.9826086956521739; 0.9868995633187773; 0.982532751091703; 0.5631067961165049; 0.5761589403973509; 0.557559989679195; 0.4984227129337539; 0.5096774193548387; 0.47817204301075267; 0.7994825355756793; 0.8089005235602095; 0.7968387132236743
svm_model_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; 6; ipca_diff; svdne; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.83139535 0.81976744 0.85294118 0.85882353 0.84117647]; 0.7746478873239436; 0.8098591549295775; 0.8424753867791842; 0.8704156479217603; 0.8337236533957846; 0.8758782201405153; 0.7880794701986754; 0.8206896551724138; 0.7736541801041925; 0.8258064516129032; 0.8707482993197279; 0.8076369233824917; 0.8433566433566434; 0.8386648122392212; 0.8425187503585865
ensemble_model_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; 6; ipca_diff; svdne; 1024; 341; 341; 0.6002344665885111; 0.19988276670574442; 0.19988276670574442; [0.88834951 0.8592233  0.8627451  0.88235294 0.85784314]; 0.7595307917888563; 0.782991202346041; 0.8675263774912075; 0.9308300395256917; 0.919921875; 0.931640625; 0.7759562841530055; 0.797752808988764; 0.7577721100158544; 0.7672955974842767; 0.7870967741935484; 0.7833333333333333; 0.8667452830188679; 0.8698224852071006; 0.8675477118253854
ensemble_model_v2_N4_B48_E52_nb_zones_6_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.85555556 0.84444444 0.85555556 0.88764045 0.80337079]; 0.7986577181208053; 0.7449664429530202; 0.8699731903485255; 0.9349775784753362; 0.9308035714285714; 0.9352678571428572; 0.8051948051948051; 0.8794326241134752; 0.8027736368975019; 0.7912087912087912; 0.9290322580645162; 0.7372434017595308; 0.8759590792838875; 0.9206989247311828; 0.8701088206543616
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; 8; ipca_diff; svd; 1164; 388; 388; 0.6; 0.2; 0.2; [0.89316239 0.91025641 0.87931034 0.89224138 0.92241379]; 0.7783505154639175; 0.7912371134020618; 0.8690721649484536; 0.9260832625318606; 0.936426116838488; 0.9252577319587628; 0.7892156862745098; 0.8473684210526315; 0.7797448165869219; 0.8111888111888113; 0.8571428571428571; 0.7880308880308879; 0.8738828202581927; 0.9025641025641026; 0.8688986315929321
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; 8; ipca_diff; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.88016529 0.8553719  0.83884298 0.8875     0.87083333]; 0.8009950248756219; 0.7960199004975125; 0.8761194029850746; 0.9276807980049875; 0.9253731343283582; 0.927860696517413; 0.8139534883720931; 0.8454106280193237; 0.7996283909327387; 0.8047619047619047; 0.8284313725490197; 0.7955288175876412; 0.8787140769605456; 0.8895463510848126; 0.8759980751407999
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.94758065 0.93548387 0.9233871  0.90725806 0.93902439]; 0.7135922330097088; 0.7427184466019418; 0.876333656644035; 0.9751004016064256; 0.9806138933764136; 0.9749596122778676; 0.7366071428571429; 0.8009708737864077; 0.7135922330097086; 0.7685589519650654; 0.8262910798122066; 0.739778705735249; 0.8814504881450487; 0.9132947976878613; 0.8760809925939306
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; 8; ipca_diff; svdn; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.51282051 0.54273504 0.61111111 0.55172414 0.54741379]; 0.5309278350515464; 0.520618556701031; 0.5453141091658085; 0.44082519001085774; 0.3481989708404803; 0.5583190394511149; 0.4013157894736841; 0.3333333333333333; 0.5203252032520325; 0.4; 0.31958762886597936; 0.520618556701031; 0.4247557003257329; 0.33958333333333335; 0.5430095892735913
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; 8; ipca_diff; svdn; 1230; 410; 410; 0.6; 0.2; 0.2; [0.53658537 0.54878049 0.52845528 0.48780488 0.53252033]; 0.4975609756097561; 0.4951219512195122; 0.7985365853658537; 1.0; 1.0; 1.0; 0.4824120603015076; 0.47761194029850745; 0.49717917589088056; 0.5035971223021583; 0.5023923444976076; 0.49497726677616705; 0.7980440097799512; 0.7960975609756098; 0.7985365853658537
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.49212598 0.51984127 0.53968254 0.50396825 0.51984127]; 0.4976190476190476; 0.5261904761904762; 0.7978116079923881; 0.9881046788263284; 0.9873217115689382; 0.9881141045958796; 0.5081585081585082; 0.4954545454545455; 0.4977272727272728; 0.5158150851581509; 0.5; 0.5264423076923077; 0.7977153736316039; 0.7883349012229539; 0.7979210598511305
svm_model_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; 8; ipca_diff; svdne; 1110; 370; 370; 0.6; 0.2; 0.2; [0.91441441 0.90540541 0.85135135 0.91891892 0.88288288]; 0.7810810810810811; 0.7972972972972973; 0.8610810810810811; 0.9089269612263301; 0.9081081081081082; 0.909009009009009; 0.7839999999999999; 0.84; 0.7841025641025642; 0.8071979434447302; 0.8351063829787234; 0.7966740706102408; 0.8627869727709556; 0.8801742919389978; 0.8612244850252928
ensemble_model_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; 8; ipca_diff; svdne; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.83196721 0.84836066 0.86885246 0.91393443 0.85245902]; 0.8522167487684729; 0.8078817733990148; 0.8941929133858267; 0.9364161849710982; 0.9295081967213115; 0.9368852459016395; 0.8536585365853658; 0.8883248730964467; 0.8532533456391324; 0.8133971291866028; 0.8374384236453202; 0.8078817733990148; 0.8945561549779304; 0.902970297029703; 0.894244444013873
ensemble_model_v2_N4_B48_E52_nb_zones_8_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 1122; 374; 374; 0.6; 0.2; 0.2; [0.89380531 0.91071429 0.90178571 0.86607143 0.92410714]; 0.7807486631016043; 0.767379679144385; 0.8909090909090909; 0.9693788276465442; 0.9875222816399287; 0.9688057040998218; 0.7734806629834254; 0.8187134502923976; 0.7837409615994007; 0.7952941176470588; 0.8164251207729468; 0.7615059735601262; 0.8943005181347151; 0.919062832800852; 0.8907881296120265
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; 10; ipca_diff; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.87328767 0.86643836 0.81724138 0.85862069 0.85862069]; 0.7635574837310195; 0.8091106290672451; 0.8564814814814815; 0.9016393442622951; 0.9078404401650619; 0.9009628610729024; 0.7806841046277666; 0.8434782608695652; 0.7637304724261245; 0.8204081632653061; 0.8701298701298701; 0.8089779785431959; 0.8608731130150958; 0.8880471380471381; 0.8564814814814814
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; 10; ipca_diff; svd; 1458; 486; 486; 0.6; 0.2; 0.2; [0.88013699 0.90068493 0.90068493 0.90068493 0.90689655]; 0.7821350762527233; 0.7690631808278867; 0.8775252525252525; 0.9416609471516816; 0.9410150891632373; 0.9417009602194788; 0.7983870967741936; 0.8389830508474576; 0.7804780725089306; 0.7854251012145748; 0.8699551569506726; 0.7718419852549973; 0.8810788720882713; 0.9074074074074074; 0.8775252525252526
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 1388; 462; 462; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.87769784 0.88129496 0.87410072 0.89568345 0.88043478]; 0.7813852813852814; 0.7770562770562771; 0.8737024221453287; 0.9363241678726484; 0.9322766570605188; 0.9365994236311239; 0.8139963167587477; 0.9324894514767933; 0.7773558368495077; 0.8067542213883677; 0.9388646288209607; 0.7784451899469611; 0.8812042310821807; 0.9336206896551724; 0.873494372605364
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; 10; ipca_diff; svdn; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.53666667 0.53       0.55666667 0.52333333 0.53691275]; 0.5626423690205011; 0.5125284738041003; 0.5458754208754208; 0.4795050270688322; 0.41388518024032045; 0.5507343124165555; 0.4576271186440678; 0.37327188940092165; 0.5605098185743348; 0.43085106382978716; 0.36486486486486486; 0.5142296674554739; 0.46663371230845274; 0.39730639730639733; 0.5458754208754208
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; 10; ipca_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.56849315 0.51712329 0.5137931  0.57241379 0.61034483]; 0.559652928416486; 0.5314533622559653; 0.8211279461279462; 0.9958791208791209; 0.9972489683631361; 0.9958734525447043; 0.5814432989690722; 0.6; 0.558849557522124; 0.5384615384615384; 0.5575221238938053; 0.5319525513086047; 0.8235782482357825; 0.835016835016835; 0.821127946127946
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.54054054 0.51689189 0.59797297 0.52364865 0.50337838]; 0.49776785714285715; 0.5089285714285714; 0.7773569023569024; 0.9431664411366711; 0.9418918918918919; 0.9432432432432433; 0.5243128964059196; 0.5299145299145299; 0.4962656761722182; 0.5111111111111111; 0.5373831775700935; 0.5101445802380382; 0.7796751353602666; 0.7878787878787878; 0.7773569023569024
svm_model_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; 10; ipca_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.88235294 0.86928105 0.90196078 0.87908497 0.8627451 ]; 0.8203309692671394; 0.83451536643026; 0.8699494949494949; 0.8939492517891998; 0.8980392156862745; 0.8934640522875816; 0.8181818181818182; 0.855; 0.8221188340807175; 0.84375; 0.8475336322869955; 0.8337668161434979; 0.8714107365792759; 0.8813131313131313; 0.8699494949494949
ensemble_model_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; 10; ipca_diff; svdne; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.88961039 0.86363636 0.89285714 0.90909091 0.86601307]; 0.7923627684964201; 0.7565632458233891; 0.8888888888888888; 0.9523809523809524; 0.9752925877763329; 0.9512353706111834; 0.7913669064748201; 0.7746478873239436; 0.7926637494872145; 0.7559808612440191; 0.7669902912621359; 0.7567345822507864; 0.8904564315352698; 0.9031986531986532; 0.8888888888888888
ensemble_model_v2_N4_B48_E52_nb_zones_10_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.90268456 0.88851351 0.89189189 0.91554054 0.87837838]; 0.7606263982102909; 0.7628635346756152; 0.8813131313131313; 0.9536601746138349; 0.9581646423751687; 0.9534412955465587; 0.7698924731182796; 0.8063063063063063; 0.7609309309309308; 0.7744680851063831; 0.8088888888888889; 0.7625525525525525; 0.8836633663366338; 0.9015151515151515; 0.8813131313131313
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; 12; ipca_diff; svd; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.87068966 0.86494253 0.90229885 0.8908046  0.89306358]; 0.6896551724137931; 0.7241379310344828; 0.8497474747474747; 0.9048152295632699; 0.9298043728423475; 0.9021864211737629; 0.7345844504021447; 0.8670886075949367; 0.6913082789527478; 0.7684210526315789; 0.906832298136646; 0.722403490840475; 0.8593934619929107; 0.9183501683501684; 0.8497474747474747
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; 12; ipca_diff; svd; 1818; 606; 606; 0.6; 0.2; 0.2; [0.83791209 0.8543956  0.87087912 0.9010989  0.84254144]; 0.8243727598566308; 0.8136200716845878; 0.9141414141414141; 0.9433131535498074; 0.9427942794279428; 0.9433443344334433; 0.8463949843260188; 0.9440559440559441; 0.8212926779103249; 0.827814569536424; 0.9191176470588235; 0.8162021801727685; 0.9163248564397047; 0.9402356902356902; 0.9141414141414143
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svd; 4; 48; 52; zones; ipca_diff; svd; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.90056818 0.87784091 0.88857143 0.89714286 0.91428571]; 0.7717041800643086; 0.7556270096463023; 0.9015151515151515; 0.9504837791690381; 0.9521094640820981; 0.9503990877993159; 0.8; 0.922077922077922; 0.7731408718669864; 0.7989417989417988; 0.9617834394904459; 0.7536189924724956; 0.9060240963855422; 0.9494949494949495; 0.9015151515151515
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; 12; ipca_diff; svdn; 1854; 618; 618; 0.6; 0.2; 0.2; [0.52419355 0.50806452 0.55405405 0.54324324 0.53783784]; 0.5325670498084292; 0.5172413793103449; 0.5509259259259259; 0.5971470732907034; 0.6548004314994607; 0.5582524271844661; 0.5933333333333333; 0.6544117647058824; 0.5272058823529412; 0.5401459854014599; 0.592; 0.520264705882353; 0.5907172995780591; 0.6481481481481481; 0.5509259259259259
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; 12; ipca_diff; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.51912568 0.59016393 0.46994536 0.51912568 0.51373626]; 0.5547445255474452; 0.551094890510949; 0.8968855218855218; 1.0; 1.0; 1.0; 0.5343511450381678; 0.5263157894736842; 0.5539380365808136; 0.5591397849462365; 0.5531914893617021; 0.551031834906415; 0.8965808357956944; 0.8939393939393939; 0.896885521885522
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svdn; 4; 48; 52; zones; ipca_diff; svdn; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.52873563 0.52586207 0.52298851 0.52601156 0.52312139]; 0.596875; 0.503125; 0.8632154882154882; 0.9787234042553191; 0.9804147465437788; 0.9786866359447005; 0.6303724928366763; 0.6470588235294118; 0.5935294117647059; 0.49523809523809526; 0.52; 0.5041176470588236; 0.8647523928422804; 0.8745791245791246; 0.8632154882154883
svm_model_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; 12; ipca_diff; svdne; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.8908046  0.86781609 0.86494253 0.89942529 0.88439306]; 0.7617554858934169; 0.7304075235109718; 0.8547979797979798; 0.8963172804532579; 0.9102416570771001; 0.8947065592635212; 0.8020833333333333; 0.9005847953216374; 0.7509680733364943; 0.7440476190476191; 0.8445945945945946; 0.7380867709815078; 0.8611670020120724; 0.9006734006734006; 0.8547979797979798
ensemble_model_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; 12; ipca_diff; svdne; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.89010989 0.8489011  0.87292818 0.83977901 0.84254144]; 0.8540925266903915; 0.8398576512455516; 0.9187710437710438; 0.9408512990602542; 0.938257993384785; 0.9410143329658214; 0.859106529209622; 0.8865248226950354; 0.8539766970618033; 0.8514851485148515; 0.9214285714285714; 0.8401469098277607; 0.9196837286724927; 0.9301346801346801; 0.9187710437710438
ensemble_model_v2_N4_B48_E52_nb_zones_12_ipca_diff_svdne; 4; 48; 52; zones; ipca_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.90055249 0.88121547 0.89166667 0.86944444 0.89722222]; 0.7902097902097902; 0.7622377622377622; 0.9010942760942761; 0.9410468319559229; 0.9467849223946785; 0.9406873614190687; 0.7972972972972974; 0.8489208633093526; 0.7918073704301865; 0.7861635220125787; 0.8503401360544217; 0.7597024421279303; 0.9032523672293125; 0.9234006734006734; 0.9010942760942762
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; 4; ipca_diff; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.91666667 0.96666667 0.96666667 0.96666667 0.98305085]; 0.8592964824120602; 0.7939698492462312; 0.9226907630522089; 0.9866666666666667; 0.9899665551839465; 0.9866220735785953; 0.8666666666666667; 0.900990099009901; 0.8586583148110729; 0.8416988416988418; 0.9083333333333333; 0.7642932489451476; 0.9279700654817589; 0.9538461538461539; 0.921250808015514
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; 4; ipca_diff; svd; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [0.82089552 0.89393939 0.85606061 0.86363636 0.84090909]; 0.8409090909090909; 0.8454545454545455; 0.8602540834845736; 0.8751835535976505; 0.9003021148036254; 0.8716012084592145; 0.8616600790513833; 0.923728813559322; 0.8344134263875042; 0.8629032258064516; 0.8770491803278688; 0.8415858146537303; 0.8697123519458544; 0.9001751313485113; 0.8587504658625795
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.88596491 0.85964912 0.84210526 0.89285714 0.84821429]; 0.8404255319148937; 0.8404255319148937; 0.8842887473460722; 0.908411214953271; 0.8586572438162544; 0.9134275618374558; 0.8529411764705882; 0.9560439560439561; 0.8440013594652771; 0.8611111111111112; 0.9393939393939394; 0.8348655090228125; 0.8858638743455497; 0.8942917547568711; 0.8842460905980518
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; 4; ipca_diff; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.47580645 0.53225806 0.46721311 0.46721311 0.42622951]; 0.5049019607843137; 0.46568627450980393; 0.5166340508806262; 0.6033519553072625; 0.7035830618892508; 0.5374592833876222; 0.5665236051502145; 0.6666666666666666; 0.5095238095238095; 0.5240174672489084; 0.631578947368421; 0.4763399323998068; 0.5806451612903226; 0.6826347305389222; 0.5198202443481559
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; 4; ipca_diff; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.50819672 0.49166667 0.525      0.48333333 0.44166667]; 0.455; 0.495; 0.7904191616766467; 1.0; 1.0; 1.0; 0.5067873303167421; 0.5185185185185185; 0.44947665056360714; 0.5302325581395348; 0.5643564356435643; 0.4942994299429943; 0.7976878612716763; 0.8117647058823529; 0.7900286944045911
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.44642857 0.49107143 0.5        0.52678571 0.45535714]; 0.5; 0.5376344086021505; 0.7972103004291845; 0.9822064056939502; 0.9857142857142858; 0.9821428571428571; 0.5326633165829145; 0.5463917525773195; 0.4979149774122552; 0.5274725274725275; 0.4948453608247423; 0.5395575118730453; 0.799575821845175; 0.7953586497890295; 0.7972426436718073
svm_model_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; 4; ipca_diff; svdne; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.86206897 0.81034483 0.81896552 0.84482759 0.89655172]; 0.8652849740932642; 0.8860103626943006; 0.8623188405797102; 0.8613376835236541; 0.9103448275862069; 0.853448275862069; 0.8631578947368421; 0.9534883720930233; 0.8739404477287545; 0.8990825688073395; 0.9333333333333333; 0.8814393939393941; 0.8697355533790401; 0.9230769230769231; 0.8625693893735131
ensemble_model_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; 4; ipca_diff; svdne; 606; 202; 202; 0.6; 0.2; 0.2; [0.90163934 0.8852459  0.91803279 0.925      0.91666667]; 0.8168316831683168; 0.8366336633663366; 0.902970297029703; 0.9540983606557376; 0.9603960396039604; 0.9537953795379538; 0.8121827411167513; 0.8163265306122449; 0.8168171114599686; 0.8374384236453202; 0.85; 0.8367647058823529; 0.9029702970297029; 0.9101796407185628; 0.9030269519899298
ensemble_model_v2_N4_B98_E102_nb_zones_4_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.91818182 0.87272727 0.90909091 0.9        0.86363636]; 0.8524590163934426; 0.7923497267759563; 0.8853711790393013; 0.9264705882352942; 0.9163636363636364; 0.9272727272727274; 0.8615384615384616; 0.9333333333333333; 0.853763440860215; 0.7790697674418605; 0.8271604938271605; 0.7959331880900508; 0.8847420417124039; 0.9035874439461884; 0.8858362751645835
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; 6; ipca_diff; svd; 918; 306; 306; 0.6; 0.2; 0.2; [0.81521739 0.79347826 0.81521739 0.8423913  0.84615385]; 0.8627450980392157; 0.8464052287581699; 0.838562091503268; 0.8391038696537678; 0.8976034858387799; 0.8278867102396514; 0.864516129032258; 0.9115646258503401; 0.864587344371711; 0.8498402555910544; 0.8580645161290322; 0.8462508011108737; 0.8461059190031152; 0.8922470433639947; 0.8388413370266008
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; 6; ipca_diff; svd; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.85714286 0.84065934 0.86263736 0.83516484 0.81868132]; 0.8547854785478548; 0.8745874587458746; 0.8944591029023746; 0.9119638826185101; 0.8879120879120879; 0.9142857142857143; 0.8562091503267973; 0.8791946308724832; 0.8551817310206572; 0.8689655172413793; 0.9; 0.8763803680981594; 0.892037786774629; 0.8884408602150538; 0.8943499637862833
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.90104167 0.91666667 0.94210526 0.86315789 0.91052632]; 0.8773584905660378; 0.8333333333333334; 0.9119496855345912; 0.9491525423728814; 0.939203354297694; 0.949685534591195; 0.8849557522123894; 0.9433962264150944; 0.8773584905660378; 0.8555858310626703; 0.9127906976744186; 0.8262583625358395; 0.9151515151515152; 0.9344059405940595; 0.9115763718315566
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; 6; ipca_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.57865169 0.52808989 0.56741573 0.47159091 0.55681818]; 0.4915254237288136; 0.5254237288135594; 0.5704607046070461; 0.6000000000000001; 0.582392776523702; 0.6117381489841986; 0.4485294117647059; 0.4326241134751773; 0.4890393294648614; 0.5205479452054795; 0.5170068027210885; 0.5253952932524362; 0.5547752808988764; 0.5403556771545828; 0.5701778385772913
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; 6; ipca_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.51123596 0.53932584 0.52247191 0.45505618 0.46629213]; 0.4966216216216216; 0.5405405405405406; 0.8076923076923077; 1.0; 1.0; 1.0; 0.49491525423728816; 0.4965986394557823; 0.49662146737889784; 0.5723270440251572; 0.5870967741935483; 0.538229238160604; 0.810379241516966; 0.8152610441767069; 0.8076305220883535
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.43956044 0.46153846 0.50549451 0.52197802 0.51666667]; 0.5066225165562914; 0.5165562913907285; 0.7916666666666666; 0.9779735682819384; 0.9779735682819384; 0.9779735682819384; 0.5016722408026756; 0.5102040816326531; 0.5067149440421329; 0.496551724137931; 0.4768211920529801; 0.5165562913907285; 0.7895791583166333; 0.785904255319149; 0.7916363381858903
svm_model_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; 6; ipca_diff; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.8908046  0.89655172 0.91954023 0.89655172 0.85057471]; 0.8379310344827586; 0.8379310344827586; 0.8793103448275862; 0.9096989966555183; 0.9379310344827586; 0.906896551724138; 0.842809364548495; 0.8936170212765957; 0.8394259603027274; 0.8448844884488448; 0.8951048951048951; 0.8387089101374815; 0.8832555036691128; 0.9207232267037552; 0.879650259042712
ensemble_model_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; 6; ipca_diff; svdne; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.86904762 0.85119048 0.8452381  0.82738095 0.93373494]; 0.8387096774193549; 0.8351254480286738; 0.8775071633237822; 0.9074074074074074; 0.9355608591885441; 0.9045346062052505; 0.8464163822525597; 0.8611111111111112; 0.837962962962963; 0.8283582089552238; 0.8345864661654135; 0.835101452260789; 0.8799999999999999; 0.9008620689655172; 0.8775738916256158
ensemble_model_v2_N4_B98_E102_nb_zones_6_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.93333333 0.87078652 0.85955056 0.90449438 0.87640449]; 0.8047138047138047; 0.8080808080808081; 0.8815612382234186; 0.9348986125933831; 0.9820627802690582; 0.9316143497757847; 0.8152866242038216; 0.8888888888888888; 0.80718954248366; 0.8178913738019169; 0.8951048951048951; 0.8111888111888111; 0.887468030690537; 0.946793997271487; 0.8824275431244553
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; 8; ipca_diff; svd; 1110; 370; 370; 0.6; 0.2; 0.2; [0.88288288 0.87387387 0.88288288 0.90540541 0.87387387]; 0.8540540540540541; 0.8513513513513513; 0.9032432432432432; 0.9393414211438474; 0.9765765765765766; 0.9369369369369369; 0.8663366336633663; 0.8974358974358975; 0.8515750915750916; 0.858611825192802; 0.907608695652174; 0.8516538101916784; 0.9080636877247047; 0.9464668094218416; 0.9028185575493488
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; 8; ipca_diff; svd; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.81944444 0.83796296 0.85648148 0.84579439 0.89719626]; 0.8212290502793296; 0.8547486033519553; 0.8744419642857143; 0.8993536472760849; 0.9052044609665427; 0.8986988847583642; 0.8222222222222223; 0.8361581920903954; 0.8213940131722695; 0.87; 0.8969072164948454; 0.8508926326376666; 0.877916440586001; 0.88998899889989; 0.8742130724963777
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.89351852 0.83333333 0.87962963 0.89252336 0.86448598]; 0.8435754189944135; 0.8324022346368715; 0.8962053571428571; 0.9365942028985508; 0.9609665427509294; 0.9349442379182157; 0.8502673796791445; 0.8784530386740331; 0.8431813215969036; 0.8429319371727748; 0.8944444444444445; 0.8320536828963796; 0.9; 0.9310344827586207; 0.8960883500019307
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; 8; ipca_diff; svdn; 1170; 390; 390; 0.6; 0.2; 0.2; [0.53846154 0.53418803 0.5        0.48717949 0.47863248]; 0.49743589743589745; 0.5333333333333333; 0.52; 0.43636363636363634; 0.36923076923076925; 0.5230769230769231; 0.4096385542168675; 0.3417085427135678; 0.5006972032939566; 0.45180722891566266; 0.390625; 0.5311710858585859; 0.43409915356711; 0.367827868852459; 0.5201562342208906
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; 8; ipca_diff; svdn; 1230; 410; 410; 0.6; 0.2; 0.2; [0.49186992 0.46747967 0.51626016 0.51219512 0.51219512]; 0.5317073170731708; 0.4902439024390244; 0.8043902439024391; 1.0; 1.0; 1.0; 0.5317073170731708; 0.558974358974359; 0.5329755515802027; 0.5011933174224343; 0.5048076923076923; 0.49002760853008376; 0.8052452646915979; 0.8143418467583498; 0.8044577450846013
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 1224; 408; 408; 0.6; 0.2; 0.2; [0.51219512 0.46747967 0.49590164 0.45491803 0.45901639]; 0.5171568627450981; 0.5196078431372549; 0.8024509803921569; 0.9918166939443536; 0.9901960784313726; 0.9918300653594773; 0.5087281795511223; 0.49038461538461536; 0.5176923076923077; 0.5172413793103449; 0.4883720930232558; 0.521388119050488; 0.8013799901429276; 0.7855072463768116; 0.8027038719446247
svm_model_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; 8; ipca_diff; svdne; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.81531532 0.85454545 0.87727273 0.85454545 0.81363636]; 0.8365122615803815; 0.8283378746594006; 0.855119825708061; 0.8755439512619669; 0.9128856624319419; 0.8702359346642468; 0.8484848484848484; 0.9281767955801105; 0.8377443117685498; 0.8363636363636363; 0.92; 0.8323958333333334; 0.8621761658031087; 0.9173098125689085; 0.855856197995972
ensemble_model_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; 8; ipca_diff; svdne; 1248; 416; 416; 0.6; 0.2; 0.2; [0.88       0.892      0.848      0.88       0.86693548]; 0.8245192307692307; 0.8485576923076923; 0.9086538461538461; 0.9579439252336448; 0.9855769230769231; 0.9567307692307694; 0.8329519450800915; 0.8504672897196262; 0.8237484963449617; 0.850356294536817; 0.8817733990147784; 0.8493374037327414; 0.9112978524743232; 0.9375600384245918; 0.9086260249870795
ensemble_model_v2_N4_B98_E102_nb_zones_8_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.84453782 0.81512605 0.85294118 0.83613445 0.83193277]; 0.8737373737373737; 0.8838383838383839; 0.8975782038345106; 0.9144684252597922; 0.9613445378151261; 0.9100840336134455; 0.8803827751196172; 0.9387755102040817; 0.8743877551020409; 0.8861386138613861; 0.9226804123711341; 0.8846075329182403; 0.9020742884708152; 0.949238578680203; 0.8978890987683864
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; 10; ipca_diff; svd; 1518; 506; 506; 0.6; 0.2; 0.2; [0.85526316 0.86184211 0.84868421 0.89802632 0.87748344]; 0.8344988344988346; 0.8275058275058275; 0.9015151515151515; 0.9420949902407287; 0.9538866930171278; 0.9413702239789196; 0.8453159041394335; 0.8738738738738738; 0.83307220263742; 0.8294930875576038; 0.8695652173913043; 0.8289267528397962; 0.9037037037037037; 0.9242424242424242; 0.9015151515151516
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; 10; ipca_diff; svd; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.85714286 0.86394558 0.84693878 0.86054422 0.81164384]; 0.8656387665198237; 0.8898678414096917; 0.9006734006734006; 0.9154834347532116; 0.9223433242506812; 0.9148501362397818; 0.8515815085158152; 0.7954545454545454; 0.8635392385392385; 0.8883928571428572; 0.8504273504273504; 0.8911227661227663; 0.8990590248075279; 0.8846801346801347; 0.9006734006734006
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 1382; 460; 460; 0.6003475238922676; 0.1998262380538662; 0.1998262380538662; [0.87769784 0.87681159 0.88405797 0.86594203 0.87318841]; 0.8195652173913044; 0.8173913043478261; 0.8779322328410079; 0.9194915254237287; 0.9421128798842258; 0.9175108538350217; 0.8406909788867563; 0.9087136929460581; 0.815087440080335; 0.8271604938271604; 0.9220183486238532; 0.8225794222458109; 0.8840280643829962; 0.931304347826087; 0.8779785628019323
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; 10; ipca_diff; svdn; 1336; 445; 445; 0.6001796945193172; 0.1999101527403414; 0.1999101527403414; [0.48134328 0.52238806 0.48507463 0.42857143 0.52631579]; 0.5573033707865168; 0.5056179775280899; 0.5300988319856245; 0.5809460359760159; 0.6526946107784432; 0.5291916167664671; 0.6036217303822937; 0.6787330316742082; 0.5581165158371041; 0.5703125; 0.6266094420600858; 0.49962547574702404; 0.5832669322709164; 0.6524064171122995; 0.5291017592807874
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; 10; ipca_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.49659864 0.5170068  0.52739726 0.52054795 0.5       ]; 0.47368421052631576; 0.543859649122807; 0.8114478114478114; 1.0; 1.0; 1.0; 0.4936708860759493; 0.508695652173913; 0.47337437475952293; 0.5357142857142857; 0.5309734513274337; 0.5437475952289342; 0.8122380553227159; 0.8156565656565656; 0.8114478114478114
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.54482759 0.5        0.5        0.50347222 0.50694444]; 0.4925053533190578; 0.4668094218415418; 0.7916666666666666; 0.9937629937629938; 0.9944521497919556; 0.9937586685159501; 0.4768211920529801; 0.4675324675324675; 0.49224081003742015; 0.48232848232848236; 0.4915254237288136; 0.46654193264362764; 0.7917543121581825; 0.7920875420875421; 0.7916666666666666
svm_model_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; 10; ipca_diff; svdne; 1548; 516; 516; 0.6; 0.2; 0.2; [0.8483871  0.85483871 0.84516129 0.88387097 0.8538961 ]; 0.8961352657004831; 0.8623188405797102; 0.8699494949494949; 0.8715427166564228; 0.9160206718346253; 0.8649870801033592; 0.8948655256723717; 0.9336734693877551; 0.8980293952443361; 0.8758169934640523; 0.9220183486238532; 0.8589683579853961; 0.8761523046092184; 0.92003367003367; 0.8699494949494949
ensemble_model_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; 10; ipca_diff; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.89666667 0.85666667 0.86666667 0.9        0.85333333]; 0.8515981735159818; 0.8310502283105022; 0.8867845117845118; 0.9170918367346939; 0.9586666666666667; 0.9133333333333333; 0.8552338530066815; 0.9411764705882353; 0.8573403720462544; 0.8489795918367347; 0.8888888888888888; 0.8267973856209149; 0.8927004387714399; 0.9419191919191919; 0.8867845117845118
ensemble_model_v2_N4_B98_E102_nb_zones_10_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.85       0.83557047 0.83557047 0.82885906 0.84563758]; 0.8733031674208145; 0.8981900452488688; 0.9002525252525253; 0.910761154855643; 0.9302949061662198; 0.9088471849865952; 0.8808510638297874; 0.9452054794520548; 0.8739480312058481; 0.9019607843137256; 0.9282511210762332; 0.8979155148760162; 0.9033836119037912; 0.9326599326599326; 0.9002525252525252
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; 12; ipca_diff; svd; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.89673913 0.89402174 0.87771739 0.83152174 0.89130435]; 0.8022388059701493; 0.8395522388059702; 0.8893097643097643; 0.9107429182255478; 0.9260869565217391; 0.9092391304347827; 0.8215488215488215; 0.9384615384615385; 0.8061872909698997; 0.86084142394822; 0.9637681159420289; 0.8357302118171682; 0.893823173193379; 0.9318181818181818; 0.8893097643097643
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; 12; ipca_diff; svd; 1752; 584; 584; 0.6; 0.2; 0.2; [0.87784091 0.91714286 0.88285714 0.86571429 0.91428571]; 0.782051282051282; 0.8397435897435898; 0.8973063973063973; 0.9291338582677167; 0.9429223744292238; 0.9280821917808219; 0.7939393939393938; 0.8451612903225807; 0.7824532566262585; 0.8475609756097562; 0.8853503184713376; 0.839449352784056; 0.8998357963875205; 0.9225589225589226; 0.8973063973063974
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svd; 4; 98; 102; zones; ipca_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.85260116 0.83526012 0.88728324 0.89017341 0.9017341 ]; 0.8575851393188855; 0.8421052631578947; 0.8960437710437711; 0.9147727272727273; 0.930635838150289; 0.9132947976878613; 0.8654970760233919; 0.9079754601226994; 0.8571127300613497; 0.8504398826979471; 0.90625; 0.8426955521472392; 0.898894801473598; 0.9242424242424242; 0.8960437710437711
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; 12; ipca_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.53693182 0.49147727 0.52840909 0.49715909 0.50852273]; 0.461038961038961; 0.5162337662337663; 0.5143097643097643; 0.5124927367809412; 0.5011363636363636; 0.5232954545454545; 0.4539473684210527; 0.4339622641509434; 0.4619475750284919; 0.4914675767918089; 0.48322147651006714; 0.515195643915411; 0.5021570319240725; 0.4898989898989899; 0.5143097643097643
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; 12; ipca_diff; svdn; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.53314917 0.46388889 0.50277778 0.51111111 0.48888889]; 0.5017421602787456; 0.4634146341463415; 0.875; 1.0; 1.0; 1.0; 0.4761904761904762; 0.48872180451127817; 0.5008544087491456; 0.4689655172413793; 0.44155844155844154; 0.46514012303485985; 0.8744186046511628; 0.8703703703703703; 0.875
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svdn; 4; 98; 102; zones; ipca_diff; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.44972067 0.48324022 0.4972067  0.45530726 0.51396648]; 0.5187713310580204; 0.5017064846416383; 0.8703703703703703; 0.9882747068676717; 0.9888268156424581; 0.988268156424581; 0.5466237942122186; 0.551948051948052; 0.5169812202186304; 0.4748201438848921; 0.4748201438848921; 0.500397084929459; 0.8705882352941177; 0.8720538720538721; 0.8703703703703703
svm_model_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; 12; ipca_diff; svdne; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.89488636 0.86647727 0.88068182 0.85795455 0.89488636]; 0.7694805194805194; 0.8441558441558441; 0.8661616161616161; 0.8905992303463443; 0.9204545454545454; 0.8869318181818181; 0.8; 0.9466666666666667; 0.7739662447257385; 0.8628571428571429; 0.9556962025316456; 0.8411814345991562; 0.8740095087163233; 0.9284511784511784; 0.8661616161616161
ensemble_model_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; 12; ipca_diff; svdne; 1806; 602; 602; 0.6; 0.2; 0.2; [0.88674033 0.85635359 0.88950276 0.85       0.87777778]; 0.8421052631578947; 0.887719298245614; 0.8926767676767676; 0.9043010752688172; 0.9313399778516057; 0.9014396456256921; 0.8484848484848485; 0.8811188811188811; 0.841967891263666; 0.8926174496644295; 0.9366197183098591; 0.8878902787353491; 0.8961303462321792; 0.9259259259259259; 0.8926767676767677
ensemble_model_v2_N4_B98_E102_nb_zones_12_ipca_diff_svdne; 4; 98; 102; zones; ipca_diff; svdne; 1782; 594; 594; 0.6; 0.2; 0.2; [0.84078212 0.83988764 0.8005618  0.84550562 0.85674157]; 0.9225589225589226; 0.936026936026936; 0.9145622895622896; 0.9120699071545603; 0.9371492704826038; 0.9096520763187429; 0.9187279151943464; 0.9219858156028369; 0.9225313693398801; 0.9400630914826499; 0.9551282051282052; 0.9350109110747409; 0.9164952694364459; 0.9377104377104377; 0.9145622895622896
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; 4; ipca_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.88793103 0.88793103 0.86206897 0.9137931  0.89655172]; 0.8238341968911918; 0.8238341968911918; 0.8726708074534162; 0.9033391915641477; 0.8862068965517241; 0.9051724137931034; 0.8316831683168316; 0.8842105263157894; 0.8247583243823845; 0.8045977011494252; 0.7954545454545454; 0.8215367965367966; 0.8698412698412697; 0.86892177589852; 0.8725947621886109
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; 4; ipca_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.92741935 0.93442623 0.94262295 0.96721311 0.94262295]; 0.8137254901960784; 0.8529411764705882; 0.9147058823529411; 0.9695024077046549; 0.9869281045751634; 0.9689542483660131; 0.8272727272727272; 0.8504672897196262; 0.811831583004143; 0.861111111111111; 0.9117647058823529; 0.8529411764705882; 0.9178470254957508; 0.9436893203883495; 0.9144189176199173
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 594; 198; 198; 0.6; 0.2; 0.2; [0.83333333 0.93333333 0.91525424 0.86440678 0.88135593]; 0.8333333333333334; 0.8232323232323232; 0.8939393939393939; 0.9378151260504203; 0.9393939393939394; 0.9377104377104377; 0.8533333333333333; 0.897196261682243; 0.8277190099620007; 0.8401826484018265; 0.8846153846153846; 0.8199672667757774; 0.8989412897016362; 0.9192913385826772; 0.8932556277975627
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; 4; ipca_diff; svdn; 624; 208; 208; 0.6; 0.2; 0.2; [0.49206349 0.53968254 0.48387097 0.42741935 0.5       ]; 0.5528846153846154; 0.5144230769230769; 0.5298076923076923; 0.541213063763608; 0.5576923076923077; 0.5272435897435898; 0.5829596412556054; 0.6190476190476191; 0.5522422561257513; 0.5258215962441315; 0.5384615384615384; 0.5144230769230769; 0.5468025949953661; 0.5662188099808061; 0.5297375360115977
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; 4; ipca_diff; svdn; 564; 188; 188; 0.6; 0.2; 0.2; [0.42105263 0.52631579 0.4375     0.47321429 0.52678571]; 0.5638297872340425; 0.5053191489361702; 0.8138297872340425; 1.0; 1.0; 1.0; 0.5816326530612245; 0.57; 0.563409090909091; 0.4918032786885246; 0.46875; 0.5061141304347826; 0.8144220572640509; 0.803347280334728; 0.8140113025050264
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.53571429 0.54464286 0.51785714 0.44642857 0.5       ]; 0.510752688172043; 0.521505376344086; 0.8004291845493562; 0.989247311827957; 0.9857142857142858; 0.9892857142857143; 0.4972375690607735; 0.47368421052631576; 0.5115673799884326; 0.49717514124293793; 0.4536082474226804; 0.5245569327001043; 0.7969432314410481; 0.7733050847457628; 0.8007829771554901
svm_model_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; 4; ipca_diff; svdne; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.84375    0.8968254  0.91269841 0.84920635 0.8968254 ]; 0.8; 0.8333333333333334; 0.8659695817490495; 0.9015384615384614; 0.9272151898734177; 0.8987341772151898; 0.8189655172413793; 0.8715596330275229; 0.7971659551276228; 0.8430493273542601; 0.8623853211009175; 0.8321827595603599; 0.8723981900452489; 0.9026217228464419; 0.865403525515885
ensemble_model_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; 4; ipca_diff; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.87096774 0.83870968 0.91129032 0.87903226 0.76612903]; 0.8398058252427184; 0.8155339805825242; 0.8817829457364341; 0.9214175654853621; 0.964516129032258; 0.917741935483871; 0.8358208955223881; 0.8936170212765957; 0.8441299392097266; 0.8240740740740742; 0.8476190476190476; 0.814898632720415; 0.8855534709193246; 0.9273084479371316; 0.8823922736817589
ensemble_model_v2_N4_B148_E152_nb_zones_4_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.91509434 0.88679245 0.91509434 0.90566038 0.8490566 ]; 0.7897727272727273; 0.8693181818181818; 0.8900226757369615; 0.9292543021032506; 0.9169811320754717; 0.9301886792452831; 0.7909604519774011; 0.8536585365853658; 0.7938505448884275; 0.8855721393034826; 0.9368421052631579; 0.8634827810266407; 0.8923418423973363; 0.9095022624434389; 0.8899784039489922
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; 6; ipca_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.89772727 0.87356322 0.85632184 0.88505747 0.88505747]; 0.8413793103448276; 0.8413793103448276; 0.8670798898071626; 0.8908108108108108; 0.944954128440367; 0.8841743119266054; 0.8571428571428572; 0.9387755102040817; 0.8400171257314115; 0.8580246913580248; 0.9455782312925171; 0.8399219827791257; 0.8771483131763208; 0.9438356164383561; 0.8666546503244412
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; 6; ipca_diff; svd; 774; 258; 258; 0.6; 0.2; 0.2; [0.8525641  0.87179487 0.83766234 0.83766234 0.84415584]; 0.8992248062015504; 0.9147286821705426; 0.8945736434108527; 0.8921568627450981; 0.9405684754521964; 0.8863049095607235; 0.8976377952755904; 0.9193548387096774; 0.8999759268175253; 0.9251700680272108; 0.9714285714285714; 0.9094430992736078; 0.9002932551319648; 0.9431643625192012; 0.8941173925272062
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.87912088 0.84065934 0.89444444 0.83333333 0.86111111]; 0.8504983388704319; 0.8338870431893688; 0.897078353253652; 0.9346405228758169; 0.9491150442477876; 0.9336283185840708; 0.8571428571428571; 0.8709677419354839; 0.8498674326115776; 0.8275862068965517; 0.8955223880597015; 0.8399767628921262; 0.8982271831910702; 0.9230769230769231; 0.8974861739567622
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; 6; ipca_diff; svdn; 996; 332; 332; 0.6; 0.2; 0.2; [0.47       0.535      0.48       0.45454545 0.52525253]; 0.5030120481927711; 0.5180722891566265; 0.594578313253012; 0.6498993963782697; 0.6485943775100401; 0.6506024096385542; 0.5074626865671641; 0.4857142857142857; 0.5040036396724294; 0.5604395604395604; 0.5573770491803278; 0.5135878534492243; 0.6024808033077378; 0.5957943925233645; 0.5945389873064584
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; 6; ipca_diff; svdn; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.55851064 0.51595745 0.51075269 0.50537634 0.47849462]; 0.5209003215434084; 0.5176848874598071; 0.8071979434447301; 0.9989281886387995; 0.9978586723768736; 0.9989293361884368; 0.5146579804560261; 0.49375; 0.5217094370860926; 0.5253164556962024; 0.5424836601307189; 0.5180772731033341; 0.8071979434447301; 0.8051282051282052; 0.8072032778218345
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.48235294 0.5        0.5        0.45833333 0.43452381]; 0.5088967971530249; 0.4804270462633452; 0.7908961593172119; 0.9881516587677726; 0.9881516587677726; 0.9881516587677726; 0.5241379310344828; 0.5277777777777778; 0.5084144363341443; 0.4859154929577465; 0.5149253731343284; 0.4819524824855316; 0.7926657263751763; 0.8028571428571428; 0.7909469850263051
svm_model_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; 6; ipca_diff; svdne; 864; 288; 288; 0.6; 0.2; 0.2; [0.93103448 0.87356322 0.88372093 0.86046512 0.86046512]; 0.8611111111111112; 0.8402777777777778; 0.8722222222222222; 0.8923076923076925; 0.9398148148148148; 0.8865740740740742; 0.8684210526315789; 0.9295774647887324; 0.862049006366969; 0.8486842105263158; 0.9280575539568345; 0.8432234078509006; 0.8787878787878788; 0.9354838709677419; 0.8728313440120691
ensemble_model_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; 6; ipca_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.91111111 0.86666667 0.88888889 0.87222222 0.88333333]; 0.8366666666666667; 0.8866666666666667; 0.896; 0.9196919691969196; 0.9288888888888889; 0.9188888888888889; 0.8528528528528528; 0.9793103448275862; 0.8412680756395996; 0.896969696969697; 0.9673202614379085; 0.8850206749366414; 0.9007633587786259; 0.946524064171123; 0.8961343725110933
ensemble_model_v2_N4_B148_E152_nb_zones_6_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 754; 251; 251; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.86184211 0.86184211 0.86666667 0.89333333 0.86      ]; 0.8326693227091634; 0.8605577689243028; 0.892515923566879; 0.9252577319587628; 0.9522546419098143; 0.9230769230769231; 0.8306451612903226; 0.8442622950819673; 0.8329838607192782; 0.8559670781893004; 0.8739495798319328; 0.8612172141583907; 0.89344909234412; 0.9158576051779935; 0.892881780645423
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; 8; ipca_diff; svd; 1242; 414; 414; 0.6; 0.2; 0.2; [0.88       0.86693548 0.88709677 0.90322581 0.90725806]; 0.8115942028985508; 0.8115942028985508; 0.8618357487922705; 0.9001536098310291; 0.9436392914653784; 0.895330112721417; 0.8133971291866029; 0.8333333333333334; 0.8119047619047619; 0.8169014084507042; 0.8743718592964824; 0.8139301156947528; 0.8667287977632806; 0.908203125; 0.8623233598231357
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; 8; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.875      0.90833333 0.90416667 0.84033613 0.87815126]; 0.8366834170854272; 0.7989949748743719; 0.8724899598393574; 0.9096934548467275; 0.9180602006688964; 0.9088628762541805; 0.8387096774193548; 0.824390243902439; 0.837065588272463; 0.7872340425531915; 0.7668393782383419; 0.7980538354606345; 0.8721047331319234; 0.8694779116465864; 0.8724899598393575
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 1254; 418; 418; 0.6; 0.2; 0.2; [0.82936508 0.8452381  0.88       0.82       0.82      ]; 0.8588516746411483; 0.8779904306220095; 0.8784688995215311; 0.8926974664679583; 0.9553429027113237; 0.8851674641148325; 0.8697571743929361; 0.9036697247706422; 0.8568348623853211; 0.88; 0.8862559241706162; 0.8779105707809602; 0.8855855855855856; 0.9308712121212122; 0.8779114281108962
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; 8; ipca_diff; svdn; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.50442478 0.50884956 0.54867257 0.5        0.49557522]; 0.550531914893617; 0.46808510638297873; 0.5217853347502657; 0.5541561712846347; 0.584070796460177; 0.5300884955752213; 0.5655526992287918; 0.6179775280898876; 0.5539382589944387; 0.504950495049505; 0.5513513513513514; 0.46939295316258667; 0.5463709677419356; 0.584051724137931; 0.5226338285259886
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; 8; ipca_diff; svdn; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.504 0.46  0.504 0.512 0.572]; 0.5384615384615384; 0.5408653846153846; 0.8160422670509125; 1.0; 1.0; 1.0; 0.5223880597014925; 0.4976303317535545; 0.5390590683158016; 0.5441527446300716; 0.5533980582524272; 0.5409847434119278; 0.8150651859005312; 0.8099808061420346; 0.8160480953787095
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 1302; 434; 434; 0.6; 0.2; 0.2; [0.48473282 0.53076923 0.51923077 0.51538462 0.49230769]; 0.5253456221198156; 0.5184331797235023; 0.804147465437788; 0.9923076923076922; 0.9907834101382489; 0.9923195084485408; 0.4950980392156863; 0.5024875621890548; 0.5237759699357291; 0.5324384787472035; 0.5107296137339056; 0.5190463989067537; 0.8027842227378189; 0.7972350230414746; 0.804147465437788
svm_model_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; 8; ipca_diff; svdne; 1140; 380; 380; 0.6; 0.2; 0.2; [0.85526316 0.82894737 0.84649123 0.84210526 0.85964912]; 0.8894736842105263; 0.8605263157894737; 0.8605263157894737; 0.8671875; 0.9736842105263158; 0.8508771929824562; 0.8944723618090452; 0.9035532994923858; 0.888935119691548; 0.8579088471849865; 0.8333333333333334; 0.8608156028368795; 0.8707947342759629; 0.9311783107403545; 0.8598505793871803
ensemble_model_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; 8; ipca_diff; svdne; 1110; 370; 370; 0.6; 0.2; 0.2; [0.87387387 0.9009009  0.87837838 0.89189189 0.88738739]; 0.8216216216216217; 0.8567567567567568; 0.8881081081081081; 0.9230769230769231; 0.9513513513513514; 0.9207207207207208; 0.8290155440414508; 0.9195402298850575; 0.8271170537180389; 0.8716707021791767; 0.9782608695652174; 0.8574100046750818; 0.8934637159032425; 0.9507119386637459; 0.8889098647427588
ensemble_model_v2_N4_B148_E152_nb_zones_8_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.88695652 0.86956522 0.85087719 0.90789474 0.87280702]; 0.8320209973753281; 0.8451443569553806; 0.8940188877229801; 0.9340016708437762; 0.9772727272727273; 0.9309440559440559; 0.8407960199004977; 0.8756476683937824; 0.8314408554734869; 0.8550368550368551; 0.8923076923076924; 0.8440033085194375; 0.8993020937188435; 0.9395833333333333; 0.8936817300916138
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; 10; ipca_diff; svd; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.87162162 0.86824324 0.8877551  0.92176871 0.89795918]; 0.7627494456762749; 0.7694013303769401; 0.8434343434343434; 0.8973868706182281; 0.9552238805970149; 0.8907734056987788; 0.784708249496982; 0.826271186440678; 0.7596472211273158; 0.7758620689655172; 0.8372093023255814; 0.7724182104848247; 0.8529644268774703; 0.9082491582491582; 0.8434343434343434
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; 10; ipca_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.86206897 0.83448276 0.83103448 0.87241379 0.83793103]; 0.8704103671706264; 0.8920086393088553; 0.8901515151515151; 0.9015003261578605; 0.953103448275862; 0.8958620689655172; 0.8723404255319149; 0.8874458874458875; 0.8704470816539782; 0.8917748917748919; 0.8879310344827587; 0.8920174652933274; 0.8941176470588236; 0.9276094276094277; 0.8901515151515152
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.86971831 0.8943662  0.85815603 0.82624113 0.86524823]; 0.8450106157112527; 0.8471337579617835; 0.8764855687606112; 0.9029255319148937; 0.9603960396039604; 0.8967468175388967; 0.8554455445544554; 0.8780487804878049; 0.8434688346883468; 0.8461538461538461; 0.8878923766816144; 0.8491881238246781; 0.8825191764230924; 0.9294217687074829; 0.8765752911334025
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; 10; ipca_diff; svdn; 1624; 541; 541; 0.6001478196600147; 0.1999260901699926; 0.1999260901699926; [0.51226994 0.53067485 0.55246914 0.48148148 0.54012346]; 0.5053191489361702; 0.5132978723404256; 0.5404040404040404; 0.5131313131313131; 0.46921182266009853; 0.5548029556650247; 0.4861878453038674; 0.4444444444444444; 0.5087390761548065; 0.46647230320699706; 0.449438202247191; 0.5100726364771309; 0.5013698630136987; 0.4621212121212121; 0.5404040404040404
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; 10; ipca_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.44520548 0.52054795 0.47260274 0.54109589 0.50684932]; 0.5327510917030568; 0.5043668122270742; 0.8143939393939394; 1.0; 1.0; 1.0; 0.5504201680672269; 0.5745614035087719; 0.5329328756674294; 0.49217002237136465; 0.4782608695652174; 0.5044813119755911; 0.8149391523289972; 0.8173400673400674; 0.8143939393939394
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.4829932  0.53061224 0.57142857 0.53061224 0.49657534]; 0.5110132158590308; 0.5352422907488987; 0.811026936026936; 0.9890859481582538; 0.9877384196185286; 0.989100817438692; 0.5110132158590307; 0.5021645021645021; 0.5111719371809057; 0.5342163355408389; 0.5426008968609866; 0.5353697124997574; 0.8107880320269701; 0.8097643097643098; 0.811026936026936
svm_model_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; 10; ipca_diff; svdne; 1476; 492; 492; 0.6; 0.2; 0.2; [0.875      0.85472973 0.875      0.8877551  0.8877551 ]; 0.8577777777777778; 0.8244444444444444; 0.8619528619528619; 0.8793215916503588; 0.9132791327913279; 0.8746612466124662; 0.8683127572016461; 0.9590909090909091; 0.8599802371541503; 0.8429423459244534; 0.9217391304347826; 0.8222332015810276; 0.8699444885011896; 0.9234006734006734; 0.861952861952862
ensemble_model_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; 10; ipca_diff; svdne; 1390; 463; 463; 0.6001727115716753; 0.19991364421416236; 0.19991364421416236; [0.8381295  0.88129496 0.8705036  0.88489209 0.80935252]; 0.857451403887689; 0.8704103671706264; 0.8821243523316062; 0.8995215311004784; 0.9467625899280575; 0.8942446043165467; 0.8630705394190872; 0.9541284403669725; 0.8627785058977719; 0.8823529411764705; 0.9336099585062241; 0.867705880154013; 0.8887983706720978; 0.9454072790294628; 0.8823421937315988
ensemble_model_v2_N4_B148_E152_nb_zones_10_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 1458; 486; 486; 0.6; 0.2; 0.2; [0.91438356 0.92808219 0.91780822 0.9109589  0.90344828]; 0.7843137254901961; 0.7908496732026143; 0.8758417508417509; 0.9349804941482445; 0.9862825788751715; 0.9314128943758573; 0.8031809145129224; 0.8859649122807017; 0.7849737981316928; 0.8153846153846154; 0.9177489177489178; 0.7900148097516517; 0.88481062085123; 0.9537037037037037; 0.8758417508417509
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; 12; ipca_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.88586957 0.875      0.87704918 0.86338798 0.90437158]; 0.8265682656826568; 0.7749077490774908; 0.8724747474747475; 0.9009649568308786; 0.9672846237731734; 0.8936750272628136; 0.8199233716475097; 0.781021897810219; 0.827078113084214; 0.7662835249042146; 0.746268656716418; 0.7745941823728075; 0.8783621035728624; 0.9208754208754208; 0.8724747474747474
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; 12; ipca_diff; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.91061453 0.89664804 0.89106145 0.87709497 0.92134831]; 0.7517006802721088; 0.7585034013605442; 0.8817340067340067; 0.9263044647660031; 0.9630872483221476; 0.9233780760626398; 0.7920227920227921; 0.9586206896551724; 0.7544781300624854; 0.7917888563049853; 0.9060402684563759; 0.7564684100902568; 0.8898471187769501; 0.9553872053872053; 0.8817340067340068
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svd; 4; 148; 152; zones; ipca_diff; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.84615385 0.85164835 0.87087912 0.87016575 0.83701657]; 0.8714285714285714; 0.875; 0.9002525252525253; 0.911134903640257; 0.9372246696035242; 0.9085903083700441; 0.8705035971223022; 0.9097744360902256; 0.8732545649838883; 0.887459807073955; 0.9387755102040817; 0.8716433941997853; 0.9035409035409036; 0.9343434343434344; 0.9002525252525252
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; 12; ipca_diff; svdn; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.50872093 0.52906977 0.50872093 0.50290698 0.51162791]; 0.5274390243902439; 0.5365853658536586; 0.5576599326599326; 0.5111695137976348; 0.45232558139534884; 0.5674418604651162; 0.4781144781144781; 0.42771084337349397; 0.5286702365015619; 0.47222222222222215; 0.41975308641975306; 0.5351777480291536; 0.501186521120076; 0.4444444444444444; 0.5576599326599326
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; 12; ipca_diff; svdn; 1764; 588; 588; 0.6; 0.2; 0.2; [0.5        0.49717514 0.47727273 0.52556818 0.52556818]; 0.5686274509803921; 0.5098039215686274; 0.8813131313131313; 1.0; 1.0; 1.0; 0.5849056603773586; 0.62; 0.5696153846153846; 0.5129870129870129; 0.5064102564102564; 0.5098717948717948; 0.8820083682008368; 0.8872053872053872; 0.8813131313131314
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svdn; 4; 148; 152; zones; ipca_diff; svdn; 1746; 582; 582; 0.6; 0.2; 0.2; [0.49428571 0.51714286 0.5        0.54597701 0.49712644]; 0.4984126984126984; 0.5238095238095238; 0.8636363636363636; 0.9908571428571428; 0.993127147766323; 0.9908361970217641; 0.5269461077844312; 0.5333333333333333; 0.49666666666666665; 0.512987012987013; 0.5266666666666666; 0.5239393939393939; 0.8645484949832776; 0.8703703703703703; 0.8636363636363636
svm_model_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; 12; ipca_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.84530387 0.85911602 0.88121547 0.87292818 0.83055556]; 0.823943661971831; 0.823943661971831; 0.8493265993265994; 0.8657648283038503; 0.9203539823008849; 0.8573008849557523; 0.8407643312101911; 0.8627450980392157; 0.8206855261188445; 0.8188405797101449; 0.8625954198473282; 0.8267225465249713; 0.8574840764331211; 0.9065656565656566; 0.8493265993265994
ensemble_model_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; 12; ipca_diff; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.84550562 0.88764045 0.82303371 0.8511236  0.85674157]; 0.8557046979865772; 0.8590604026845637; 0.8821548821548821; 0.8947652455477603; 0.9314606741573034; 0.8904494382022472; 0.8580858085808581; 0.896551724137931; 0.8567725940951093; 0.8636363636363638; 0.869281045751634; 0.8587784539102998; 0.8863636363636364; 0.9191919191919192; 0.8821548821548822
ensemble_model_v2_N4_B148_E152_nb_zones_12_ipca_diff_svdne; 4; 148; 152; zones; ipca_diff; svdne; 1860; 620; 620; 0.6; 0.2; 0.2; [0.91129032 0.86290323 0.83602151 0.85752688 0.87096774]; 0.8023255813953488; 0.7790697674418605; 0.8859427609427609; 0.9149713093375064; 0.943010752688172; 0.9123655913978493; 0.8222996515679442; 0.8309859154929577; 0.7991136474016514; 0.7634854771784233; 0.7931034482758621; 0.7803545410393394; 0.8891615541922291; 0.914983164983165; 0.8859427609427609
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; 4; ipca_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.5 0.5 0.5 0.5 0.5]; 0.49222797927461137; 0.47150259067357514; 0.4927536231884058; 0.6666666666666666; 1.0; 0.5; 0.6597222222222222; 1.0; 0.5; 0.6408450704225352; 1.0; 0.5; 0.6601941747572816; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; 4; ipca_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.5 0.5 0.5 0.5 0.5]; 0.48404255319148937; 0.5106382978723404; 0.4989384288747346; 0.6666666666666666; 1.0; 0.5; 0.6523297491039427; 1.0; 0.5; 0.676056338028169; 1.0; 0.5; 0.6657223796033994; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 644; 214; 214; 0.6007462686567164; 0.19962686567164178; 0.19962686567164178; [0.55384615 0.56923077 0.5        0.5390625  0.5546875 ]; 0.46261682242990654; 0.5186915887850467; 0.6585820895522388; 0.7016129032258065; 0.5403726708074534; 0.7701863354037267; 0.29447852760736193; 0.20869565217391303; 0.4831357048748353; 0.3680981595092025; 0.2777777777777778; 0.520964360587002; 0.5547445255474454; 0.41834862385321103; 0.6626847483592431
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; 4; ipca_diff; svdn; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.45081967 0.50819672 0.45       0.425      0.45      ]; 0.5621890547263682; 0.46766169154228854; 0.5984095427435387; 0.6818873668188737; 0.7417218543046358; 0.6539735099337749; 0.5925925925925926; 0.6530612244897959; 0.5643946899148009; 0.5244444444444444; 0.5566037735849056; 0.4625124131082423; 0.6320582877959927; 0.6857707509881423; 0.5978853754940712
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; 4; ipca_diff; svdn; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.5        0.52727273 0.53636364 0.49090909 0.44545455]; 0.4262295081967213; 0.5628415300546448; 0.7980349344978166; 1.0; 1.0; 1.0; 0.4262295081967213; 0.3979591836734694; 0.4283913565426171; 0.5505617977528091; 0.5212765957446809; 0.5640090843891944; 0.796926454445664; 0.7773019271948608; 0.798450518163132
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 528; 176; 176; 0.6; 0.2; 0.2; [0.49056604 0.56603774 0.52830189 0.56603774 0.45192308]; 0.5; 0.4602272727272727; 0.7806818181818181; 0.9808429118773947; 0.9696969696969697; 0.9810606060606061; 0.50561797752809; 0.5172413793103449; 0.5001937233630376; 0.4378698224852071; 0.4157303370786517; 0.4607387317577167; 0.7779056386651322; 0.7681818181818182; 0.7806818181818183
svm_model_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; 4; ipca_diff; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.54545455 0.52307692 0.54615385 0.53076923 0.53076923]; 0.5714285714285714; 0.543778801843318; 0.6003683241252302; 0.6071428571428571; 0.5736196319018405; 0.628834355828221; 0.5130890052356021; 0.46226415094339623; 0.568969913309536; 0.49230769230769234; 0.42857142857142855; 0.5476190476190477; 0.5668662674650699; 0.5220588235294118; 0.6005128065986542
ensemble_model_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; 4; ipca_diff; svdne; 612; 204; 204; 0.6; 0.2; 0.2; [0.53225806 0.47540984 0.54098361 0.52459016 0.55737705]; 0.5343137254901961; 0.5735294117647058; 0.8215686274509804; 1.0; 1.0; 1.0; 0.45086705202312133; 0.42391304347826086; 0.5244565217391304; 0.5193370165745855; 0.47474747474747475; 0.5707070707070707; 0.8115942028985507; 0.7887323943661971; 0.820752430452697
ensemble_model_v2_N4_B196_E200_nb_zones_4_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.5        0.5877193  0.59649123 0.57142857 0.52678571]; 0.5638297872340425; 0.5904255319148937; 0.8142250530785563; 0.9715302491103203; 0.9646643109540636; 0.9717314487632508; 0.5773195876288659; 0.6436781609195402; 0.5693638329350177; 0.624390243902439; 0.735632183908046; 0.6004893592807556; 0.8178980228928201; 0.8599562363238512; 0.815545128471204
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svd; 4; 196; 200; 6; ipca_diff; svd; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.5 0.5 0.5 0.5 0.5]; 0.5092936802973977; 0.5427509293680297; 0.5104011887072808; 0.6666666666666666; 1.0; 0.5; 0.6748768472906403; 1.0; 0.5; 0.7036144578313253; 1.0; 0.5; 0.675848499754058; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svd; 4; 196; 200; 6; ipca_diff; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.5 0.5 0.5 0.5 0.5]; 0.5121951219512195; 0.4808362369337979; 0.4986072423398329; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_6_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 834; 278; 278; 0.6; 0.2; 0.2; [0.47619048 0.50595238 0.53012048 0.53614458 0.53614458]; 0.5467625899280576; 0.5071942446043165; 0.6669064748201439; 0.8065764023210832; 1.0; 0.7601918465227817; 0.64; 0.7832167832167832; 0.5397565397565398; 0.6096866096866097; 0.781021897810219; 0.5110783247916344; 0.7331412103746398; 0.9124820659971306; 0.6661977429552752
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; 6; ipca_diff; svdn; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.59659091 0.53977273 0.53977273 0.46590909 0.52840909]; 0.5255972696245734; 0.4778156996587031; 0.5266030013642565; 0.6066536203522506; 0.7045454545454546; 0.5431818181818182; 0.5971014492753622; 0.6912751677852349; 0.5227209172259508; 0.5641025641025642; 0.6875; 0.4813338926174497; 0.5960419091967405; 0.6984993178717599; 0.5266030013642565
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; 6; ipca_diff; svdn; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.46111111 0.46666667 0.46666667 0.45555556 0.40449438]; 0.47157190635451507; 0.45484949832775917; 0.785427807486631; 1.0; 1.0; 1.0; 0.47682119205298007; 0.47058823529411764; 0.4715954875100725; 0.447457627118644; 0.4429530201342282; 0.45480984340044744; 0.7852842809364549; 0.7816245006657789; 0.785443122816111
ensemble_model_v2_N4_B196_E200_nb_zones_6_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.47916667 0.52083333 0.5        0.52604167 0.50520833]; 0.515625; 0.496875; 0.798125; 0.9926854754440961; 0.9895833333333334; 0.9927083333333334; 0.5110410094637224; 0.50625; 0.515625; 0.47896440129449847; 0.4713375796178344; 0.4964049861279356; 0.7959570435881238; 0.7904642409033877; 0.7980963794803364
svm_model_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; 6; ipca_diff; svdne; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.48295455 0.47701149 0.54597701 0.53448276 0.50574713]; 0.506896551724138; 0.4896551724137931; 0.53099173553719; 0.6235521235521235; 0.7408256880733946; 0.5527522935779817; 0.6038781163434903; 0.7622377622377622; 0.5103705817991532; 0.5722543352601157; 0.7122302158273381; 0.4984992138739339; 0.6092943201376937; 0.7395543175487466; 0.5332648971939918
ensemble_model_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; 6; ipca_diff; svdne; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.48913043 0.60326087 0.54945055 0.58241758 0.48901099]; 0.5657894736842105; 0.5657894736842105; 0.8252299605781866; 0.9978118161925602; 0.9978118161925602; 0.9978118161925602; 0.5540540540540541; 0.6165413533834586; 0.5714285714285715; 0.5599999999999999; 0.5562913907284768; 0.5657273947106436; 0.8238410596026491; 0.8394062078272605; 0.8255929886767546
ensemble_model_v2_N4_B196_E200_nb_zones_6_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.64772727 0.58522727 0.63068182 0.56818182 0.51704545]; 0.5255972696245734; 0.5255972696245734; 0.7871759890859482; 0.961451247165533; 0.9636363636363636; 0.9613636363636364; 0.5800604229607249; 0.6114649681528662; 0.5189677781940801; 0.531986531986532; 0.5563380281690141; 0.5265133849454342; 0.7933774834437086; 0.8105548037889039; 0.7869830415093075
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; 8; ipca_diff; svd; 1128; 376; 376; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5452127659574468; 0.5053191489361702; 0.5101063829787233; 0.6666666666666666; 1.0; 0.5; 0.7056798623063684; 1.0; 0.5; 0.6713780918727916; 1.0; 0.5; 0.675589996477633; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; 8; ipca_diff; svd; 1114; 371; 371; 0.6002155172413793; 0.19989224137931033; 0.19989224137931033; [0.5 0.5 0.5 0.5 0.5]; 0.49865229110512127; 0.5121293800539084; 0.5021551724137931; 0.6666666666666666; 1.0; 0.5; 0.6654676258992805; 1.0; 0.5; 0.6773618538324421; 1.0; 0.5; 0.6685796269727403; 1.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.53982301 0.48230088 0.54424779 0.60176991 0.49557522]; 0.5159574468085106; 0.5106382978723404; 0.6689691817215728; 0.8147080028839222; 1.0; 0.772566371681416; 0.6160337552742616; 0.8295454545454546; 0.5347727272727273; 0.6244897959183675; 0.7806122448979592; 0.49863945578231295; 0.7350063802637176; 0.9220917822838848; 0.6700406001366515
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; 8; ipca_diff; svdn; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [0.49224806 0.51937984 0.51162791 0.5390625  0.5390625 ]; 0.46261682242990654; 0.48130841121495327; 0.5023342670401494; 0.6511363636363636; 0.8911353032659409; 0.5225505443234837; 0.5993031358885017; 0.8; 0.4610328638497653; 0.6145833333333334; 0.8349056603773585; 0.4845824598183089; 0.6336769759450173; 0.8616822429906542; 0.5026694797042823
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; 8; ipca_diff; svdn; 1142; 380; 380; 0.6004206098843323; 0.19978969505783387; 0.19978969505783387; [0.50434783 0.46491228 0.51315789 0.48245614 0.47807018]; 0.4789473684210526; 0.5052631578947369; 0.7970557308096741; 1.0; 1.0; 1.0; 0.4406779661016949; 0.4148936170212766; 0.4782801418439716; 0.5026455026455028; 0.47738693467336685; 0.5066492684416558; 0.7940234791889008; 0.7766179540709812; 0.7972072821202364
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.49159664 0.49159664 0.49159664 0.49579832 0.55508475]; 0.48484848484848486; 0.5303030303030303; 0.7974747474747474; 0.9907485281749369; 0.9915824915824916; 0.9907407407407408; 0.4848484848484848; 0.4528301886792453; 0.48728465955701394; 0.5418719211822661; 0.5913978494623656; 0.5337941628264209; 0.7985936715218483; 0.8014112903225806; 0.7974667787645291
svm_model_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; 8; ipca_diff; svdne; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.57317073 0.50406504 0.53658537 0.5203252  0.56557377]; 0.5354523227383863; 0.5501222493887531; 0.5845552297165201; 0.6123778501628665; 0.6123778501628665; 0.6123778501628665; 0.489247311827957; 0.48663101604278075; 0.5316037963096787; 0.5445544554455446; 0.5213270142180095; 0.5510675475130452; 0.5758483033932136; 0.5701581027667985; 0.584402068791523
ensemble_model_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; 8; ipca_diff; svdne; 1212; 404; 404; 0.6; 0.2; 0.2; [0.51229508 0.51652893 0.55371901 0.56198347 0.57024793]; 0.5544554455445545; 0.5915841584158416; 0.8282178217821782; 0.9983471074380166; 0.9966996699669967; 0.9983498349834983; 0.5522388059701493; 0.5663265306122449; 0.5547978806907379; 0.6004842615012106; 0.6019417475728155; 0.5913749141904482; 0.8286419753086419; 0.8323412698412699; 0.8282259708890144
ensemble_model_v2_N4_B196_E200_nb_zones_8_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.59243697 0.50420168 0.59322034 0.56355932 0.59322034]; 0.5304568527918782; 0.550761421319797; 0.8047667342799188; 0.9806234203875317; 0.9831081081081081; 0.9805743243243243; 0.5219638242894057; 0.517948717948718; 0.530331142893957; 0.5518987341772151; 0.5561224489795918; 0.5507884972170687; 0.8044692737430168; 0.8056968463886063; 0.8047695556513305
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svd; 4; 196; 200; 10; ipca_diff; svd; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.5 0.5 0.5 0.5 0.5]; 0.48394495412844035; 0.5160550458715596; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6522411128284389; 1.0; 0.5; 0.680786686838124; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_10_ipca_diff_svd; 4; 196; 200; 10; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.4894067796610169; 0.510593220338983; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.50342466 0.47945205 0.4760274  0.51712329 0.54109589]; 0.519650655021834; 0.5262008733624454; 0.6675084175084175; 0.6811201445347786; 0.5164383561643836; 0.7582191780821919; 0.3529411764705882; 0.26666666666666666; 0.5153075822603719; 0.3598820058997051; 0.26180257510729615; 0.5309012875536481; 0.5576707726763718; 0.41919191919191917; 0.6675084175084176
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; 10; ipca_diff; svdn; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.5137931  0.5137931  0.5137931  0.48965517 0.45486111]; 0.4827586206896552; 0.5172413793103449; 0.5202020202020202; 0.6206509539842873; 0.7638121546961326; 0.5331491712707181; 0.5652173913043478; 0.7323943661971831; 0.5016553504292688; 0.6203389830508474; 0.7290836653386454; 0.4983446495707311; 0.6101231190150479; 0.7508417508417509; 0.5202020202020202
ensemble_model_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; 10; ipca_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.50342466 0.52054795 0.48972603 0.42465753 0.52054795]; 0.4890829694323144; 0.5436681222707423; 0.8135521885521886; 1.0; 1.0; 1.0; 0.48458149779735676; 0.5045871559633027; 0.4897935779816513; 0.5690721649484536; 0.575; 0.5420871559633027; 0.8153397248853689; 0.8232323232323232; 0.8135521885521885
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 1366; 455; 455; 0.6001757469244289; 0.1999121265377856; 0.1999121265377856; [0.46715328 0.49270073 0.5        0.53308824 0.50367647]; 0.49230769230769234; 0.4593406593406593; 0.781195079086116; 0.9845474613686535; 0.9795021961932651; 0.9846266471449487; 0.4855233853006682; 0.4759825327510917; 0.49241604513660786; 0.47210300429184543; 0.49327354260089684; 0.4599988402659657; 0.7810026385224276; 0.7823788546255507; 0.7811981915546684
svm_model_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; 10; ipca_diff; svdne; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.53496503 0.61538462 0.57692308 0.53169014 0.5       ]; 0.5326315789473685; 0.5747368421052632; 0.6342592592592593; 0.688593421973408; 0.6900420757363254; 0.687938288920056; 0.5413223140495868; 0.5622317596566524; 0.5331819955308055; 0.5843621399176955; 0.5867768595041323; 0.5745043095803923; 0.6377657357232179; 0.6439393939393939; 0.6342592592592592
ensemble_model_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; 10; ipca_diff; svdne; 1560; 520; 520; 0.6; 0.2; 0.2; [0.55448718 0.53205128 0.60576923 0.55448718 0.6025641 ]; 0.5980392156862745; 0.5514705882352942; 0.8539562289562289; 1.0; 1.0; 1.0; 0.5729166666666667; 0.5759162303664922; 0.5967138755519097; 0.5390428211586903; 0.4930875576036866; 0.5554443023620527; 0.851772746689449; 0.8392255892255892; 0.8539562289562289
ensemble_model_v2_N4_B196_E200_nb_zones_10_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.57394366 0.51056338 0.57801418 0.54964539 0.59929078]; 0.564755838641189; 0.5222929936305732; 0.7898981324278438; 0.9545136459062281; 0.9646393210749646; 0.954031117397454; 0.5553145336225597; 0.5565217391304348; 0.564567923507126; 0.5379876796714579; 0.5458333333333333; 0.5218344155844157; 0.7917543121581827; 0.7994902293967715; 0.7899062682183178
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svd; 4; 196; 200; 12; ipca_diff; svd; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.5 0.5 0.5 0.5 0.5]; 0.49032258064516127; 0.5096774193548387; 0.5; 0.6666666666666666; 1.0; 0.5; 0.658008658008658; 1.0; 0.5; 0.6752136752136751; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N4_B196_E200_nb_zones_12_ipca_diff_svd; 4; 196; 200; 12; ipca_diff; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.5 0.5 0.5 0.5 0.5]; 0.5016722408026756; 0.4983277591973244; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N4_B196_E200_nb_zones_12_ipca_diff_svd; 4; 196; 200; zones; ipca_diff; svd; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.51842105 0.53439153 0.4973545  0.52645503 0.53968254]; 0.5165289256198347; 0.5247933884297521; 0.7218013468013468; 0.706766917293233; 0.5465116279069767; 0.7732558139534884; 0.3389830508474576; 0.2564102564102564; 0.5082051282051282; 0.3783783783783784; 0.28; 0.5331623931623931; 0.6378082191780822; 0.4898989898989899; 0.7218013468013468
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; 12; ipca_diff; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.52793296 0.51675978 0.5505618  0.54775281 0.46910112]; 0.4527027027027027; 0.46959459459459457; 0.5235690235690236; 0.490282131661442; 0.4383408071748879; 0.5442825112107623; 0.4375; 0.39622641509433965; 0.45723729513841066; 0.41198501872659177; 0.40145985401459855; 0.4648808704035257; 0.47348837209302325; 0.42845117845117847; 0.5235690235690236
ensemble_model_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; 12; ipca_diff; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.48265896 0.50867052 0.50578035 0.51445087 0.52034884]; 0.5771604938271605; 0.4845679012345679; 0.8720538720538721; 1.0; 1.0; 1.0; 0.5705329153605015; 0.5833333333333334; 0.5773809523809523; 0.5131195335276967; 0.5238095238095238; 0.483058608058608; 0.8728033472803347; 0.8779461279461279; 0.8720538720538721
ensemble_model_v2_N4_B196_E200_nb_zones_12_ipca_diff_svdn; 4; 196; 200; zones; ipca_diff; svdn; 1854; 618; 618; 0.6; 0.2; 0.2; [0.48387097 0.47311828 0.5        0.50810811 0.46486486]; 0.5670498084291188; 0.5172413793103449; 0.8968855218855218; 0.9967672413793103; 0.9978425026968716; 0.9967637540453074; 0.5767790262172284; 0.5703703703703704; 0.566931216931217; 0.5227272727272727; 0.5476190476190477; 0.5182539682539683; 0.8973607038123167; 0.9015151515151515; 0.8968855218855218
svm_model_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; 12; ipca_diff; svdne; 1752; 584; 584; 0.6; 0.2; 0.2; [0.53693182 0.56571429 0.53428571 0.50285714 0.50285714]; 0.5512820512820513; 0.6314102564102564; 0.5694444444444444; 0.5853131749460044; 0.6187214611872146; 0.5616438356164383; 0.5783132530120483; 0.6075949367088608; 0.5505507151076772; 0.634920634920635; 0.6493506493506493; 0.6316373499917802; 0.5906362545018006; 0.6212121212121212; 0.5694444444444444
ensemble_model_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; 12; ipca_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.50282486 0.53389831 0.52542373 0.55397727 0.57954545]; 0.5836065573770491; 0.5377049180327869; 0.8872053872053872; 1.0; 1.0; 1.0; 0.5780730897009967; 0.6041666666666666; 0.5846920289855072; 0.5407166123778502; 0.515527950310559; 0.5390139751552795; 0.8871103622577927; 0.8863636363636364; 0.8872053872053872
ensemble_model_v2_N4_B196_E200_nb_zones_12_ipca_diff_svdne; 4; 196; 200; zones; ipca_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.58100559 0.60055866 0.53910615 0.60055866 0.59217877]; 0.5290102389078498; 0.5597269624573379; 0.8745791245791246; 0.9827105409927496; 0.9843575418994414; 0.9826815642458101; 0.5337837837837838; 0.5448275862068965; 0.5291705498602051; 0.5505226480836237; 0.5337837837837838; 0.559995340167754; 0.8745791245791246; 0.8745791245791246; 0.8745791245791246
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; 4; svd_reconstruct; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.73728814 0.79310345 0.75       0.71551724 0.75862069]; 0.7061855670103093; 0.7577319587628866; 0.865979381443299; 0.9543859649122806; 0.9347079037800687; 0.9553264604810997; 0.7420814479638009; 0.9647058823529412; 0.734646519158122; 0.7911111111111111; 0.9468085106382979; 0.7634042553191489; 0.8720472440944881; 0.9425531914893617; 0.8682765957446809
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; 4; svd_reconstruct; svd; 618; 206; 206; 0.6; 0.2; 0.2; [0.83870968 0.81451613 0.86290323 0.83064516 0.8442623 ]; 0.7815533980582524; 0.7864077669902912; 0.9135922330097087; 1.0; 1.0; 1.0; 0.7963800904977375; 0.8301886792452831; 0.7800943396226414; 0.7924528301886792; 0.865979381443299; 0.7907878558592641; 0.9153187440532825; 0.939453125; 0.913742006515444
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.82786885 0.85833333 0.875      0.86666667 0.78333333]; 0.83; 0.835; 0.9301397205588823; 0.9950248756218905; 0.9966777408637874; 0.995016611295681; 0.8282828282828283; 0.8723404255319149; 0.8323966278602972; 0.8405797101449275; 0.8365384615384616; 0.8349358974358975; 0.9305555555555556; 0.9398797595190381; 0.9301784483479884
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; 4; svd_reconstruct; svdn; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.85344828 0.76724138 0.8362069  0.79310345 0.77192982]; 0.8072916666666666; 0.8072916666666666; 0.818087318087318; 0.8373590982286634; 0.8996539792387543; 0.8252595155709341; 0.7885714285714285; 0.7582417582417582; 0.8048634533783048; 0.8229665071770336; 0.7889908256880734; 0.8101580634464465; 0.8258706467661692; 0.8486707566462167; 0.8175700506275481
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; 4; svd_reconstruct; svdn; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.88888889 0.90322581 0.86290323 0.84677419 0.84677419]; 0.7922705314009661; 0.7342995169082126; 0.8484555984555985; 0.9090909090909091; 0.9485530546623794; 0.9051446945337621; 0.7922705314009663; 0.7735849056603774; 0.7927330468895947; 0.7150259067357513; 0.6831683168316832; 0.7330935923781058; 0.8503336510962821; 0.861003861003861; 0.8484555984555984
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 478; 159; 159; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.83333333 0.85416667 0.82291667 0.88541667 0.80851064]; 0.8050314465408805; 0.7987421383647799; 0.8693467336683417; 0.9184890656063619; 0.9665271966527197; 0.9142259414225942; 0.7999999999999999; 0.7560975609756098; 0.8066202090592335; 0.7866666666666666; 0.7564102564102564; 0.7979582146248813; 0.8712871287128713; 0.8822055137844611; 0.8693143437939937
svm_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; 4; svd_reconstruct; svdne; 618; 206; 206; 0.6; 0.2; 0.2; [0.79032258 0.82258065 0.86290323 0.89516129 0.91803279]; 0.7669902912621359; 0.7718446601941747; 0.8378640776699029; 0.8754325259515571; 0.8187702265372169; 0.8834951456310679; 0.7931034482758621; 0.8598130841121495; 0.7632398753894082; 0.7873303167420815; 0.8969072164948454; 0.7787288376052209; 0.8380213385063044; 0.8421052631578947; 0.8378804845770131
ensemble_model_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; 4; svd_reconstruct; svdne; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.875      0.8671875  0.87301587 0.8968254  0.85714286]; 0.8483412322274881; 0.8009478672985783; 0.8778409090909091; 0.907563025210084; 0.8517350157728707; 0.9132492113564669; 0.8297872340425532; 0.78; 0.844954954954955; 0.8018867924528301; 0.7798165137614679; 0.8016729627630869; 0.8703517587939698; 0.8231939163498099; 0.8776346940239615
ensemble_model_v2_N4_B0_E4_nb_zones_4_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.91071429 0.91071429 0.87272727 0.89090909 0.87272727]; 0.7880434782608695; 0.7445652173913043; 0.8817787418655098; 0.9574861367837338; 0.9350180505415162; 0.9584837545126353; 0.8281938325991189; 0.8867924528301887; 0.7703193033381712; 0.7614213197969545; 0.9375; 0.766826923076923; 0.8870466321243523; 0.9244060475161987; 0.8815930019716072
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; 6; svd_reconstruct; svd; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.80769231 0.79120879 0.8021978  0.80769231 0.8021978 ]; 0.7623762376237624; 0.7557755775577558; 0.8680738786279684; 0.9387755102040816; 0.9098901098901099; 0.9406593406593406; 0.8021978021978021; 0.8957055214723927; 0.751424189307625; 0.7797619047619048; 0.903448275862069; 0.7618507202095155; 0.8735777496839444; 0.9056356487549148; 0.8678244644836992
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; 6; svd_reconstruct; svd; 954; 318; 318; 0.6; 0.2; 0.2; [0.859375   0.875      0.87368421 0.84210526 0.84210526]; 0.789308176100629; 0.8144654088050315; 0.9031446540880503; 0.9703389830508474; 0.960167714884696; 0.9706498951781971; 0.7912772585669782; 0.9071428571428571; 0.8018860353130015; 0.8289855072463769; 0.89375; 0.8139636075949368; 0.9043478260869565; 0.9369369369369369; 0.9038928227120109
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.88372093 0.89534884 0.86046512 0.87790698 0.88823529]; 0.7972027972027972; 0.8216783216783217; 0.8937062937062937; 0.9509692132269099; 0.972027972027972; 0.9498834498834499; 0.8187500000000001; 0.8343949044585988; 0.7931664444773614; 0.8349514563106795; 0.8657718120805369; 0.8197472199088816; 0.8990703851261619; 0.9210884353741496; 0.8929183184064993
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; 6; svd_reconstruct; svdn; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.86842105 0.87894737 0.90526316 0.89893617 0.90957447]; 0.7587301587301587; 0.7968253968253968; 0.8565989847715736; 0.9120654396728017; 0.9429175475687104; 0.9090909090909091; 0.7624999999999998; 0.782051282051282; 0.7589501693275278; 0.8012422360248449; 0.7818181818181819; 0.7975757575757576; 0.8604938271604939; 0.8778337531486146; 0.856436058159985
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; 6; svd_reconstruct; svdn; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.73888889 0.79775281 0.79775281 0.76404494 0.84269663]; 0.7710437710437711; 0.7205387205387206; 0.797442799461642; 0.8484848484848486; 0.9417040358744395; 0.8318385650224216; 0.7687074829931972; 0.8014184397163121; 0.7725040916530279; 0.7446153846153847; 0.8013245033112583; 0.7191554023405605; 0.8129272840273463; 0.8861788617886179; 0.7980359549584801
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.8423913  0.82608696 0.81521739 0.85714286 0.87912088]; 0.780327868852459; 0.780327868852459; 0.8453473132372215; 0.8910256410256412; 0.9104803493449781; 0.8886462882096069; 0.8035190615835778; 0.8404907975460123; 0.7758792015899075; 0.7859424920127795; 0.825503355704698; 0.7813414214420926; 0.8515723270440252; 0.8792207792207792; 0.84503367003367
svm_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; 6; svd_reconstruct; svdne; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.91758242 0.95054945 0.93406593 0.97252747 0.91208791]; 0.7293729372937293; 0.768976897689769; 0.862796833773087; 0.9383259911894273; 0.9362637362637363; 0.9384615384615385; 0.7559523809523809; 0.9136690647482014; 0.7434198982277593; 0.7988505747126435; 0.896774193548387; 0.765954664341761; 0.8693467336683417; 0.9238985313751669; 0.863513802845341
ensemble_model_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; 6; svd_reconstruct; svdne; 930; 310; 310; 0.6; 0.2; 0.2; [0.8172043  0.83870968 0.83870968 0.89784946 0.82795699]; 0.8258064516129032; 0.8064516129032258; 0.8658064516129033; 0.8946188340807175; 0.8580645161290322; 0.8989247311827956; 0.823529411764706; 0.8344370860927153; 0.8260235744928985; 0.7959183673469387; 0.8013698630136986; 0.8061727363848981; 0.8605898123324398; 0.84251968503937; 0.8654222790679084
ensemble_model_v2_N4_B0_E4_nb_zones_6_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.87356322 0.85632184 0.82183908 0.8908046  0.84302326]; 0.8027681660899654; 0.8131487889273357; 0.8907330567081605; 0.9462857142857142; 0.9539170506912442; 0.945852534562212; 0.8298507462686566; 0.896774193548387; 0.7954020221473278; 0.8246753246753247; 0.900709219858156; 0.8152194747939429; 0.8959156785243741; 0.9315068493150684; 0.8903344302441264
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; 8; svd_reconstruct; svd; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.83898305 0.8220339  0.88461538 0.86324786 0.85042735]; 0.7416879795396419; 0.7416879795396419; 0.8696319018404908; 0.9552742616033755; 0.9642248722316865; 0.954855195911414; 0.7455919395465994; 0.7872340425531915; 0.7433707158578765; 0.7566265060240964; 0.8010204081632653; 0.7415358451072737; 0.8723084626940412; 0.8970133882595263; 0.8698264910840777
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; 8; svd_reconstruct; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.84188034 0.80769231 0.82905983 0.84615385 0.85897436]; 0.8538461538461538; 0.8256410256410256; 0.9076923076923077; 0.9524632670700086; 0.9418803418803419; 0.952991452991453; 0.8503937007874015; 0.8571428571428571; 0.8539445628997868; 0.8238341968911918; 0.8457446808510638; 0.8263376869601855; 0.9064449064449065; 0.9064449064449065; 0.9076758945179998
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.82083333 0.8        0.80416667 0.83333333 0.83333333]; 0.865; 0.8225; 0.912; 0.9568162574089754; 0.9416666666666667; 0.9575; 0.8708133971291866; 0.9054726368159204; 0.8647966199154979; 0.8220551378446116; 0.841025641025641; 0.8229518449030645; 0.9119119119119119; 0.9146586345381527; 0.9120105921694748
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; 8; svd_reconstruct; svdn; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.82478632 0.84615385 0.84615385 0.80603448 0.8362069 ]; 0.8144329896907216; 0.7963917525773195; 0.8300720906282183; 0.8471391972672929; 0.8507718696397941; 0.846483704974271; 0.8172588832487309; 0.8473684210526315; 0.8150983519404572; 0.8068459657701712; 0.8291457286432161; 0.7955252452739889; 0.8328267477203648; 0.845679012345679; 0.8300560010182003
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; 8; svd_reconstruct; svdn; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.83064516 0.83870968 0.79032258 0.84274194 0.82926829]; 0.8228155339805825; 0.8106796116504854; 0.8419010669253152; 0.8652809853733641; 0.9079159935379645; 0.8586429725363489; 0.8093994778067884; 0.7908163265306123; 0.8213340891912321; 0.805; 0.7594339622641509; 0.8122169811320754; 0.8434197886647454; 0.8549172346640701; 0.8419513709552234
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.79831933 0.82773109 0.83474576 0.82627119 0.85169492]; 0.8020304568527918; 0.8096446700507615; 0.853448275862069; 0.8845500848896435; 0.8800675675675675; 0.8851351351351352; 0.8177570093457943; 0.9114583333333334; 0.8047390676567656; 0.8329621380846325; 0.9033816425120773; 0.8046319977266269; 0.8593673965936739; 0.8910191725529768; 0.8532567830145108
svm_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; 8; svd_reconstruct; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.8266129  0.82926829 0.80081301 0.82113821 0.85365854]; 0.8585365853658536; 0.8048780487804879; 0.8377192982456141; 0.8405560098119377; 0.8344155844155844; 0.8417207792207793; 0.8765957446808511; 0.9074889867841409; 0.8526515972172071; 0.8058252427184466; 0.8829787234042553; 0.810858731071497; 0.8418052256532067; 0.8593598448108632; 0.8376133210342269
ensemble_model_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; 8; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.86666667 0.87916667 0.85       0.8375     0.87815126]; 0.8245614035087719; 0.8045112781954887; 0.8657314629258517; 0.8945518453427065; 0.8497495826377296; 0.8998330550918198; 0.8223350253807107; 0.826530612244898; 0.8245953553835327; 0.8059701492537314; 0.7941176470588235; 0.8047511312217194; 0.8614270941054809; 0.8338338338338338; 0.8657634565357735
ensemble_model_v2_N4_B0_E4_nb_zones_8_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.86290323 0.85365854 0.82113821 0.83333333 0.78861789]; 0.848780487804878; 0.8658536585365854; 0.8854775828460039; 0.902317880794702; 0.8847402597402597; 0.9042207792207793; 0.8603603603603603; 0.8883720930232558; 0.8467501490757305; 0.8693586698337293; 0.8970588235294118; 0.8660051399200457; 0.8866377231066088; 0.8879227053140096; 0.8854559445940745
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; 10; svd_reconstruct; svd; 1416; 472; 472; 0.6; 0.2; 0.2; [0.78521127 0.79929577 0.78169014 0.80141844 0.80851064]; 0.7457627118644068; 0.7754237288135594; 0.8711864406779661; 0.9452247191011235; 0.9505649717514124; 0.9449152542372882; 0.7637795275590551; 0.8738738738738738; 0.752936936936937; 0.801498127340824; 0.852589641434263; 0.7701862234320636; 0.8767234387672344; 0.9153259949195597; 0.8711490025488384
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; 10; svd_reconstruct; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.79577465 0.85211268 0.78723404 0.83333333 0.81560284]; 0.8386411889596603; 0.8365180467091295; 0.9121392190152802; 0.9615384615384615; 0.9547383309759547; 0.9618104667609618; 0.8442622950819673; 0.8207171314741036; 0.8399040202825064; 0.8277404921700224; 0.8333333333333334; 0.8363453815261044; 0.9115006412997008; 0.9033898305084745; 0.9121540989277067
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.85197368 0.86184211 0.8125     0.85430464 0.86092715]; 0.7790697674418605; 0.8093023255813954; 0.8838383838383839; 0.9360877985797288; 0.9564643799472295; 0.9346965699208444; 0.7948164146868251; 0.8251121076233184; 0.7772903533285674; 0.8119266055045871; 0.855072463768116; 0.8109443036329369; 0.8872549019607844; 0.9141414141414141; 0.8838383838383839
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; 10; svd_reconstruct; svdn; 1446; 482; 482; 0.6; 0.2; 0.2; [0.81724138 0.78965517 0.78965517 0.74652778 0.80208333]; 0.8236559139784946; 0.8193548387096774; 0.8114478114478114; 0.8119999999999999; 0.8423236514522822; 0.8049792531120332; 0.8209606986899564; 0.7866108786610879; 0.8247213685340837; 0.8099547511312217; 0.7920353982300885; 0.8186118413744584; 0.8133333333333334; 0.8215488215488216; 0.8114478114478114
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; 10; svd_reconstruct; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.81879195 0.80201342 0.79865772 0.80872483 0.85135135]; 0.8288288288288288; 0.8220720720720721; 0.8375420875420876; 0.8469184890656063; 0.8588709677419355; 0.8447580645161291; 0.8354978354978355; 0.8772727272727273; 0.8292613636363637; 0.8263736263736263; 0.8392857142857143; 0.8219155844155845; 0.8408903544929925; 0.8585858585858586; 0.8375420875420876
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.81456954 0.83774834 0.86754967 0.81788079 0.80666667]; 0.7534562211981567; 0.7580645161290323; 0.8274410774410774; 0.8724226804123711; 0.8978779840848806; 0.8687002652519894; 0.7708779443254817; 0.8294930875576036; 0.7534562211981567; 0.7661469933184856; 0.7926267281105991; 0.7580645161290323; 0.8338735818476499; 0.8661616161616161; 0.8274410774410774
svm_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; 10; svd_reconstruct; svdne; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.86428571 0.87857143 0.87142857 0.84532374 0.89928058]; 0.8129032258064516; 0.7634408602150538; 0.8490971625107481; 0.8872620790629576; 0.8681948424068768; 0.8896848137535817; 0.8228105906313645; 0.8706896551724138; 0.8130272310196831; 0.78; 0.851528384279476; 0.7647472429871955; 0.8510818837505303; 0.8654012079378774; 0.8491530461283218
ensemble_model_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; 10; svd_reconstruct; svdne; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.83116883 0.88888889 0.89215686 0.88888889 0.89869281]; 0.7488151658767772; 0.7890995260663507; 0.8678451178451179; 0.9204013377926422; 0.8981723237597912; 0.9223237597911228; 0.7464114832535885; 0.7090909090909091; 0.7505850585058506; 0.7676240208877285; 0.7277227722772277; 0.7865886588658866; 0.8632404181184669; 0.8341750841750841; 0.8678451178451179
ensemble_model_v2_N4_B0_E4_nb_zones_10_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 1536; 512; 512; 0.6; 0.2; 0.2; [0.86038961 0.86038961 0.86363636 0.88562092 0.87908497]; 0.7714285714285715; 0.7833333333333333; 0.8804713804713805; 0.9352901934623081; 0.9127604166666666; 0.9368489583333333; 0.7635467980295567; 0.7380952380952381; 0.7714285714285715; 0.7838479809976246; 0.7857142857142857; 0.7833333333333333; 0.8779019776440241; 0.8594276094276094; 0.8804713804713805
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; 12; svd_reconstruct; svd; 1740; 580; 580; 0.6; 0.2; 0.2; [0.83333333 0.84482759 0.79310345 0.85344828 0.84195402]; 0.7704402515723271; 0.7861635220125787; 0.9031986531986532; 0.9486439699942296; 0.9448275862068966; 0.9488505747126436; 0.8151898734177215; 0.9817073170731707; 0.7635809312638581; 0.8100558659217877; 0.9415584415584416; 0.790901171998733; 0.9074818986323412; 0.9494949494949495; 0.9031986531986532
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; 12; svd_reconstruct; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.84444444 0.85555556 0.83333333 0.80726257 0.8547486 ]; 0.7896551724137931; 0.8137931034482758; 0.9221380471380471; 0.9611973392461196; 0.965478841870824; 0.9610244988864143; 0.7986798679867987; 0.8344827586206897; 0.789655172413793; 0.8223684210526316; 0.8620689655172413; 0.8137931034482758; 0.9232683533803401; 0.9368686868686869; 0.9221380471380471
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svd; 4; 0; 4; zones; svd_reconstruct; svd; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.85245902 0.83333333 0.83060109 0.84615385 0.86813187]; 0.76; 0.8036363636363636; 0.8981481481481481; 0.9338394793926249; 0.9430449069003286; 0.9331872946330777; 0.7708333333333334; 0.7985611510791367; 0.7595746931866271; 0.8150684931506849; 0.875; 0.8044064748201438; 0.9001650165016502; 0.9183501683501684; 0.898148148148148
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; 12; svd_reconstruct; svdn; 1764; 588; 588; 0.6; 0.2; 0.2; [0.81638418 0.81073446 0.82954545 0.79829545 0.83238636]; 0.8202614379084967; 0.8169934640522876; 0.8274410774410774; 0.837588267246062; 0.8741496598639455; 0.8304988662131519; 0.8338368580060422; 0.8846153846153846; 0.818974358974359; 0.8169934640522877; 0.8333333333333334; 0.8173076923076924; 0.83454398708636; 0.8703703703703703; 0.8274410774410773
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; 12; svd_reconstruct; svdn; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.84065934 0.84340659 0.80494505 0.82320442 0.82320442]; 0.7821428571428571; 0.8107142857142857; 0.8371212121212122; 0.8533046749059645; 0.8744493392070485; 0.849669603524229; 0.79734219269103; 0.8391608391608392; 0.7808942881935582; 0.8250825082508251; 0.9124087591240876; 0.8128477362054005; 0.843002028397566; 0.8745791245791246; 0.837121212121212
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svdn; 4; 0; 4; zones; svd_reconstruct; svdn; 1852; 617; 617; 0.6001296176279974; 0.1999351911860013; 0.1999351911860013; [0.80376344 0.77837838 0.8        0.81351351 0.80810811]; 0.8587786259541985; 0.8358778625954199; 0.8564814814814815; 0.8632792037716083; 0.8898488120950324; 0.859071274298056; 0.8673835125448027; 0.852112676056338; 0.8593896713615023; 0.8313725490196078; 0.8833333333333333; 0.8395539906103286; 0.8604175194433075; 0.8846801346801347; 0.8564814814814815
svm_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; 12; svd_reconstruct; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.88764045 0.84745763 0.88983051 0.86440678 0.83333333]; 0.8178807947019867; 0.8245033112582781; 0.8569023569023569; 0.8658959537572254; 0.845372460496614; 0.8690744920993229; 0.8184818481848185; 0.8266666666666667; 0.817938596491228; 0.8044280442804428; 0.7171052631578947; 0.825219298245614; 0.8524305555555556; 0.8265993265993266; 0.8569023569023568
ensemble_model_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; 12; svd_reconstruct; svdne; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.875      0.83333333 0.88888889 0.89166667 0.86592179]; 0.7577854671280276; 0.7474048442906575; 0.875; 0.9125000000000001; 0.8932146829810901; 0.9143492769744161; 0.7154471544715447; 0.6567164179104478; 0.7509388541165143; 0.7456445993031359; 0.6903225806451613; 0.7518777082330285; 0.8704753597906671; 0.8400673400673401; 0.875
ensemble_model_v2_N4_B0_E4_nb_zones_12_svd_reconstruct_svdne; 4; 0; 4; zones; svd_reconstruct; svdne; 1902; 634; 634; 0.6; 0.2; 0.2; [0.84816754 0.85526316 0.88157895 0.88684211 0.87894737]; 0.7763713080168776; 0.729957805907173; 0.8947811447811448; 0.9292929292929293; 0.9190325972660357; 0.9300736067297583; 0.7763713080168776; 0.7931034482758621; 0.7767170133941295; 0.7575757575757576; 0.8264462809917356; 0.7278783129096609; 0.8950461796809405; 0.8973063973063973; 0.8947811447811448
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; 4; svd_reconstruct; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.80508475 0.77118644 0.84482759 0.81034483 0.75      ]; 0.7938144329896907; 0.7680412371134021; 0.8353909465020576; 0.8776508972267537; 0.9212328767123288; 0.8715753424657534; 0.8165137614678899; 0.8640776699029126; 0.7891816920943134; 0.7738693467336683; 0.8461538461538461; 0.7725914861837192; 0.8446601941747572; 0.8950617283950617; 0.8353909465020575
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; 4; svd_reconstruct; svd; 624; 208; 208; 0.6; 0.2; 0.2; [0.8015873  0.8015873  0.75       0.81451613 0.76612903]; 0.7932692307692307; 0.8365384615384616; 0.8721153846153846; 0.9102564102564102; 0.9102564102564102; 0.9102564102564102; 0.7922705314009661; 0.82; 0.7942592592592592; 0.8349514563106797; 0.86; 0.8374074074074074; 0.8717454194792671; 0.8828125; 0.8722774621212122
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.90677966 0.87931034 0.88793103 0.93965517 0.92241379]; 0.7628865979381443; 0.7628865979381443; 0.8989690721649485; 0.9896193771626298; 0.9828178694158075; 0.9896907216494846; 0.7578947368421053; 0.8470588235294118; 0.7721532649757151; 0.7653061224489796; 0.7894736842105263; 0.7634237107921319; 0.8983402489626556; 0.9193205944798302; 0.8995400567589531
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; 4; svd_reconstruct; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.69491525 0.68103448 0.75862069 0.72413793 0.72413793]; 0.7319587628865979; 0.7268041237113402; 0.7412371134020619; 0.7801204819277108; 0.8900343642611683; 0.7491408934707904; 0.7777777777777778; 0.900990099009901; 0.7246885978920472; 0.7888446215139443; 0.9339622641509434; 0.7056174957118353; 0.7815491731940818; 0.9016064257028112; 0.7368201620039481
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; 4; svd_reconstruct; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.65517241 0.68103448 0.62068966 0.64035088 0.70175439]; 0.6927083333333334; 0.6145833333333334; 0.85; 0.9810017271157168; 0.9861111111111112; 0.9809027777777778; 0.7149758454106279; 0.7789473684210526; 0.6935973955507325; 0.6864406779661018; 0.826530612244898; 0.6100738167607469; 0.8590998043052837; 0.9126819126819127; 0.8498691400570315
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.67910448 0.69402985 0.7238806  0.69402985 0.77272727]; 0.6756756756756757; 0.6981981981981982; 0.7940647482014388; 0.8803191489361702; 0.9910179640718563; 0.8652694610778443; 0.7165354330708661; 0.8125; 0.6744318181818182; 0.7330677290836654; 0.8288288288288288; 0.6981981981981982; 0.8178202068416865; 0.9228007181328546; 0.7938327914988597
svm_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; 4; svd_reconstruct; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.9137931  0.90517241 0.90517241 0.87068966 0.89473684]; 0.8177083333333334; 0.7708333333333334; 0.8627858627858628; 0.9078260869565218; 0.903114186851211; 0.9083044982698961; 0.8066298342541437; 0.8111111111111111; 0.8173202614379085; 0.7777777777777778; 0.77; 0.7708695652173913; 0.8616352201257862; 0.8580375782881002; 0.8627662011523317
ensemble_model_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; 4; svd_reconstruct; svdne; 698; 232; 232; 0.6006884681583476; 0.19965576592082615; 0.19965576592082615; [0.87142857 0.85       0.84285714 0.93571429 0.8115942 ]; 0.7586206896551724; 0.8232758620689655; 0.878657487091222; 0.9380281690140845; 0.9541547277936963; 0.9369627507163324; 0.7846153846153847; 0.8717948717948718; 0.7576365663322185; 0.842911877394636; 0.9016393442622951; 0.8190014903129657; 0.8854589764419171; 0.9268707482993197; 0.8780695204911233
ensemble_model_v2_N4_B48_E52_nb_zones_4_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.79104478 0.78358209 0.8358209  0.80597015 0.82835821]; 0.8161434977578476; 0.8071748878923767; 0.8727598566308243; 0.9139465875370919; 0.9194029850746268; 0.9134328358208955; 0.8240343347639484; 0.8205128205128205; 0.8159167876149008; 0.8313725490196078; 0.8412698412698413; 0.8020782196039928; 0.8777969018932874; 0.8823529411764706; 0.8724032363874917
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; 6; svd_reconstruct; svd; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [0.80588235 0.82738095 0.81547619 0.8452381  0.86904762]; 0.7214285714285714; 0.7892857142857143; 0.8295292439372325; 0.8853932584269661; 0.9358669833729216; 0.8788598574821852; 0.7272727272727274; 0.8813559322033898; 0.743147101904164; 0.8161993769470405; 0.891156462585034; 0.7839240959541711; 0.8403473613894455; 0.9169096209912536; 0.8313598384285875
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; 6; svd_reconstruct; svd; 798; 266; 266; 0.6; 0.2; 0.2; [0.83125    0.875      0.83125    0.8875     0.83544304]; 0.793233082706767; 0.7706766917293233; 0.8443609022556391; 0.8899637243047157; 0.9223057644110275; 0.8859649122807017; 0.8042704626334518; 0.8625954198473282; 0.794260672886627; 0.7889273356401384; 0.926829268292683; 0.7815964523281596; 0.8518253400143164; 0.9111791730474732; 0.8455452733775032
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.83333333 0.85326087 0.84782609 0.79891304 0.85326087]; 0.8078175895765473; 0.7980456026058632; 0.873046875; 0.920940170940171; 0.9349240780911063; 0.9197396963123645; 0.8161993769470405; 0.8291139240506329; 0.807174411689746; 0.8121212121212121; 0.8701298701298701; 0.7978100331041507; 0.8771266540642723; 0.9003880983182406; 0.872867705777731
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; 6; svd_reconstruct; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.73255814 0.78488372 0.74418605 0.78488372 0.74117647]; 0.7027972027972028; 0.6888111888111889; 0.7419580419580419; 0.8067393458870169; 0.9487179487179487; 0.7727272727272727; 0.7632311977715877; 0.9194630872483222; 0.6933081859599275; 0.72782874617737; 0.9153846153846154; 0.7076923076923076; 0.7823008849557522; 0.9364406779661016; 0.7438436076811118
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; 6; svd_reconstruct; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.61979167 0.625      0.61979167 0.62105263 0.64210526]; 0.7484276729559748; 0.7169811320754716; 0.8611809045226131; 0.9465968586387435; 0.9456066945606695; 0.946652719665272; 0.7530864197530864; 0.7973856209150327; 0.7502079619726679; 0.7567567567567567; 0.8187134502923976; 0.7086764530373553; 0.8659793814432989; 0.8902743142144638; 0.8609599419173585
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 774; 258; 258; 0.6; 0.2; 0.2; [0.66666667 0.72435897 0.69480519 0.61688312 0.68831169]; 0.7635658914728682; 0.7286821705426356; 0.8085271317829458; 0.8641686182669788; 0.9534883720930233; 0.8501291989664083; 0.7959866220735785; 0.85; 0.7555084745762711; 0.7602739726027398; 0.8604651162790697; 0.7286821705426356; 0.8290657439446366; 0.913109756097561; 0.8067126067554051
svm_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; 6; svd_reconstruct; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.81868132 0.75824176 0.8        0.8        0.77777778]; 0.7740863787375415; 0.7807308970099668; 0.8107569721115537; 0.8422152560083596; 0.8915929203539823; 0.8329646017699115; 0.7901234567901235; 0.8648648648648649; 0.7755696873343934; 0.7975460122699387; 0.9219858156028369; 0.7891179078014184; 0.8226509023024268; 0.8920377867746289; 0.8120319652827392
ensemble_model_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; 6; svd_reconstruct; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.83333333 0.8045977  0.79885057 0.75862069 0.82183908]; 0.8379310344827586; 0.8137931034482758; 0.8731034482758621; 0.9029239766081871; 0.8873563218390804; 0.9045977011494253; 0.8373702422145329; 0.8705035971223022; 0.8392253084949259; 0.8343558282208589; 0.85; 0.8096153846153846; 0.874829931972789; 0.8760217983651226; 0.8730667651043489
ensemble_model_v2_N4_B48_E52_nb_zones_6_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 888; 296; 296; 0.6; 0.2; 0.2; [0.80898876 0.83707865 0.84831461 0.84831461 0.76136364]; 0.8243243243243243; 0.8243243243243243; 0.8655405405405405; 0.8940914158305462; 0.9031531531531531; 0.893018018018018; 0.8354430379746836; 0.8741721854304636; 0.8232929892669559; 0.8375; 0.8535031847133758; 0.822435045594098; 0.8701891715590347; 0.886968085106383; 0.8651873392564882
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; 8; svd_reconstruct; svd; 1128; 376; 376; 0.6; 0.2; 0.2; [0.80088496 0.80088496 0.7920354  0.83628319 0.83482143]; 0.7686170212765957; 0.8324468085106383; 0.8281914893617022; 0.8554720133667502; 0.9078014184397163; 0.8466312056737588; 0.8027210884353742; 0.9030612244897959; 0.762641723356009; 0.8436724565756824; 0.9444444444444444; 0.8370181405895691; 0.8417442430181283; 0.9138297872340425; 0.8281914893617022
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; 8; svd_reconstruct; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.76639344 0.75409836 0.74590164 0.80327869 0.76446281]; 0.8596059113300493; 0.8201970443349754; 0.8788177339901477; 0.9047619047619048; 0.9047619047619048; 0.9047619047619047; 0.8421052631578947; 0.8172043010752689; 0.8563294232649072; 0.8298368298368297; 0.8476190476190476; 0.81921768707483; 0.8774900398406376; 0.8766169154228856; 0.8787962625894916
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 1288; 429; 429; 0.6001863932898416; 0.1999068033550792; 0.1999068033550792; [0.86046512 0.87209302 0.90697674 0.87984496 0.88671875]; 0.7482517482517482; 0.7482517482517482; 0.8643988816402609; 0.9402390438247011; 0.9161490683229814; 0.9417701863354037; 0.7567567567567567; 0.8235294117647058; 0.7517647058823529; 0.7721518987341772; 0.8318181818181818; 0.7460526315789474; 0.8660837551771744; 0.8810861423220974; 0.8644762808085441
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; 8; svd_reconstruct; svdn; 1084; 361; 361; 0.6002214839424141; 0.1998892580287929; 0.1998892580287929; [0.75688073 0.68348624 0.74074074 0.71759259 0.75462963]; 0.7451523545706371; 0.7506925207756233; 0.7447397563676633; 0.7865340474368784; 0.948339483394834; 0.7426199261992619; 0.7777777777777777; 0.930635838150289; 0.752551961628336; 0.7857142857142856; 0.9269662921348315; 0.7531006324062136; 0.7846800560485755; 0.9406494960806271; 0.7468855366492949
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; 8; svd_reconstruct; svdn; 1224; 408; 408; 0.6; 0.2; 0.2; [0.7601626  0.78455285 0.72131148 0.75409836 0.69672131]; 0.6911764705882353; 0.7401960784313726; 0.7941176470588235; 0.8619676945668134; 0.9591503267973857; 0.84640522875817; 0.7558139534883721; 0.9375; 0.68625; 0.774468085106383; 0.9381443298969072; 0.7494459967241546; 0.8211243611584327; 0.9506903353057199; 0.7950332768146533
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 1218; 406; 406; 0.6; 0.2; 0.2; [0.73770492 0.76229508 0.67622951 0.70081967 0.73553719]; 0.7266009852216748; 0.729064039408867; 0.8019704433497536; 0.866617538688283; 0.9655172413793104; 0.8513957307060757; 0.7633262260127931; 0.8136363636363636; 0.7186461388074291; 0.7453703703703703; 0.8090452261306532; 0.7306095695870658; 0.8219663418954828; 0.9027237354085603; 0.800663264909869
svm_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; 8; svd_reconstruct; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.836      0.828      0.79032258 0.83064516 0.85887097]; 0.8043478260869565; 0.8164251207729468; 0.8223938223938224; 0.8334648776637726; 0.8488745980707395; 0.8303858520900321; 0.819599109131403; 0.8558139534883721; 0.8022788360406685; 0.8232558139534883; 0.84688995215311; 0.8161279029058234; 0.8285181733457596; 0.8499043977055449; 0.822125688131525
ensemble_model_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; 8; svd_reconstruct; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.82786885 0.84016393 0.8442623  0.82231405 0.82231405]; 0.7876543209876543; 0.8123456790123457; 0.8583415597235933; 0.9036237471087123; 0.9638157894736842; 0.897203947368421; 0.8122270742358079; 0.9207920792079208; 0.7879822465005122; 0.831858407079646; 0.9170731707317074; 0.8110365853658537; 0.8699592206615315; 0.9458128078817734; 0.8581685206570093
ensemble_model_v2_N4_B48_E52_nb_zones_8_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.77692308 0.76356589 0.8255814  0.78294574 0.77906977]; 0.7906976744186046; 0.8046511627906977; 0.8661710037174721; 0.9100946372239747; 0.8931888544891641; 0.9117647058823529; 0.7982062780269059; 0.8018018018018018; 0.7903239778239779; 0.8028169014084506; 0.8066037735849056; 0.8046780335814435; 0.8654205607476636; 0.8574074074074074; 0.8662037037037037
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; 10; svd_reconstruct; svd; 1404; 468; 468; 0.6; 0.2; 0.2; [0.83687943 0.82269504 0.88928571 0.79642857 0.85714286]; 0.7713675213675214; 0.6965811965811965; 0.8183760683760684; 0.872278664731495; 0.8561253561253561; 0.8746438746438747; 0.785571142284569; 0.8200836820083682; 0.7703038497378086; 0.7193675889328064; 0.7982456140350878; 0.6991228070175439; 0.8216533780948384; 0.8374679213002566; 0.8183923722641334
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; 10; svd_reconstruct; svd; 1452; 484; 484; 0.6; 0.2; 0.2; [0.8390411  0.86206897 0.83448276 0.78965517 0.83448276]; 0.79004329004329; 0.7857142857142857; 0.8526936026936027; 0.8980132450331126; 0.9338842975206612; 0.8939393939393939; 0.8; 0.8151260504201681; 0.7892594537815127; 0.7889125799573561; 0.8258928571428571; 0.7868960084033614; 0.8579545454545455; 0.8897306397306397; 0.8526936026936027
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.8        0.78965517 0.82291667 0.80208333 0.78125   ]; 0.8304721030042919; 0.8369098712446352; 0.8619528619528619; 0.8847435043304464; 0.9196675900277008; 0.8801939058171745; 0.8183908045977012; 0.7807017543859649; 0.8294265074450833; 0.8354978354978355; 0.8109243697478992; 0.8374797287335987; 0.8632193494578816; 0.8712121212121212; 0.8619528619528619
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; 10; svd_reconstruct; svdn; 1470; 490; 490; 0.6; 0.2; 0.2; [0.73469388 0.7585034  0.67006803 0.68707483 0.72108844]; 0.7814569536423841; 0.7969094922737306; 0.7491582491582491; 0.7763666482606294; 0.9564625850340136; 0.7244897959183673; 0.809248554913295; 0.9333333333333333; 0.7824561403508772; 0.821011673151751; 0.9254385964912281; 0.7960526315789476; 0.790436005625879; 0.9461279461279462; 0.7491582491582491
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; 10; svd_reconstruct; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.74468085 0.73049645 0.72857143 0.78214286 0.76071429]; 0.7350427350427351; 0.7435897435897436; 0.8051282051282052; 0.8642765685019207; 0.9615384615384616; 0.849002849002849; 0.7753623188405796; 0.9145299145299145; 0.735042735042735; 0.7849462365591398; 0.9521739130434783; 0.7470953598830838; 0.8293413173652694; 0.9502572898799314; 0.8056226824186711
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.77124183 0.73856209 0.73684211 0.72039474 0.74013158]; 0.7089201877934272; 0.7488262910798122; 0.8089225589225589; 0.8689006466784245; 0.9698162729658792; 0.8536745406824147; 0.7416666666666667; 0.8127853881278538; 0.7059096022764872; 0.7627494456762749; 0.8309178743961353; 0.7510753755542321; 0.8275075987841944; 0.9166666666666666; 0.8089225589225588
svm_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; 10; svd_reconstruct; svdne; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.74522293 0.79299363 0.79617834 0.76433121 0.76602564]; 0.8811881188118812; 0.8762376237623762; 0.8085016835016835; 0.8043835616438355; 0.9362244897959183; 0.7723214285714286; 0.8938053097345133; 1.0; 0.8811881188118812; 0.8898678414096917; 1.0; 0.8762376237623762; 0.833394361039912; 0.9579124579124579; 0.8085016835016836
ensemble_model_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; 10; svd_reconstruct; svdne; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.84642857 0.82857143 0.85       0.79136691 0.82733813]; 0.7870967741935484; 0.7913978494623656; 0.8731728288907996; 0.9315825846579129; 0.9656160458452722; 0.929083094555874; 0.771362586605081; 0.7260869565217392; 0.7864477335800185; 0.781038374717833; 0.7393162393162394; 0.7917360417360417; 0.8730090400344382; 0.8726333907056799; 0.8731723654559327
ensemble_model_v2_N4_B48_E52_nb_zones_10_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 1536; 512; 512; 0.6; 0.2; 0.2; [0.80194805 0.77922078 0.85064935 0.85947712 0.82026144]; 0.819047619047619; 0.7976190476190477; 0.86489898989899; 0.9017199017199017; 0.9557291666666666; 0.8958333333333333; 0.8333333333333333; 0.9090909090909091; 0.8194743644980611; 0.8232848232848233; 0.9383886255924171; 0.7969455089684574; 0.8748538011695907; 0.9444444444444444; 0.86489898989899
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; 12; svd_reconstruct; svd; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.79885057 0.83236994 0.78901734 0.78612717 0.8150289 ]; 0.8509316770186336; 0.8540372670807453; 0.8371212121212122; 0.8423326133909287; 0.9006928406466512; 0.8314087759815243; 0.8509316770186336; 0.7965116279069767; 0.8549224806201551; 0.8438538205980066; 0.8466666666666667; 0.8535658914728682; 0.8436363636363636; 0.8787878787878788; 0.8371212121212122
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; 12; svd_reconstruct; svd; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.78648649 0.84054054 0.81793478 0.82336957 0.8423913 ]; 0.8383458646616542; 0.7857142857142857; 0.8674242424242424; 0.8876110820700469; 0.920824295010846; 0.8834056399132322; 0.8532423208191126; 0.9328358208955224; 0.8376300316598825; 0.8080808080808082; 0.9090909090909091; 0.7866350067842606; 0.874151018777467; 0.9208754208754208; 0.8674242424242424
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svd; 4; 48; 52; zones; svd_reconstruct; svd; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.79347826 0.83695652 0.80706522 0.80706522 0.79508197]; 0.8252788104089219; 0.8327137546468402; 0.8695286195286195; 0.8846560846560846; 0.9096844396082698; 0.88139281828074; 0.8459016393442624; 0.9148936170212766; 0.8207280585106382; 0.8421052631578948; 0.9375; 0.8375443262411347; 0.875; 0.9132996632996633; 0.8695286195286194
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; 12; svd_reconstruct; svdn; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.70555556 0.76256983 0.7849162  0.74581006 0.70949721]; 0.6952054794520548; 0.7191780821917808; 0.7567340067340067; 0.8047961630695444; 0.9363839285714286; 0.7728794642857144; 0.7534626038781163; 0.9444444444444444; 0.6985735735735736; 0.7670454545454545; 0.9121621621621622; 0.7164977477477477; 0.7934238741958541; 0.9343434343434344; 0.7567340067340068
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; 12; svd_reconstruct; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.72802198 0.74861878 0.75414365 0.68508287 0.74309392]; 0.7340425531914894; 0.723404255319149; 0.8278619528619529; 0.873015873015873; 0.9713024282560706; 0.858719646799117; 0.761904761904762; 0.9090909090909091; 0.7445454545454546; 0.7636363636363636; 0.84; 0.7154545454545453; 0.8462983840661404; 0.9478114478114478; 0.8278619528619529
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svdn; 4; 48; 52; zones; svd_reconstruct; svdn; 1752; 584; 584; 0.6; 0.2; 0.2; [0.73579545 0.75714286 0.74571429 0.72857143 0.69142857]; 0.7435897435897436; 0.7403846153846154; 0.8207070707070707; 0.863472436888202; 0.95662100456621; 0.8487442922374429; 0.7849462365591399; 0.9182389937106918; 0.7401652484893328; 0.7743732590529248; 0.9084967320261438; 0.7435565421137008; 0.8405688622754491; 0.9452861952861953; 0.8207070707070707
svm_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; 12; svd_reconstruct; svdne; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.875      0.81843575 0.84636872 0.80167598 0.83519553]; 0.797945205479452; 0.8082191780821918; 0.8274410774410774; 0.8462741010943199; 0.90625; 0.8353794642857143; 0.7944250871080138; 0.7702702702702703; 0.7983295795795795; 0.7985611510791367; 0.7708333333333334; 0.8077139639639641; 0.8349436392914654; 0.872895622895623; 0.8274410774410774
ensemble_model_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; 12; svd_reconstruct; svdne; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.82142857 0.83516484 0.83516484 0.8480663  0.85911602]; 0.7714285714285715; 0.7642857142857142; 0.8526936026936027; 0.8826040554962647; 0.9107929515418502; 0.8788546255506609; 0.7793103448275861; 0.837037037037037; 0.7736909323116219; 0.78; 0.8068965517241379; 0.7627075351213283; 0.8579545454545455; 0.8897306397306397; 0.8526936026936027
ensemble_model_v2_N4_B48_E52_nb_zones_12_svd_reconstruct_svdne; 4; 48; 52; zones; svd_reconstruct; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.80617978 0.83146067 0.81741573 0.81741573 0.79378531]; 0.8528428093645485; 0.8394648829431438; 0.8762626262626263; 0.8915145005370569; 0.9336332958380202; 0.8863892013498312; 0.8598726114649681; 0.9507042253521126; 0.8575177177715977; 0.8604651162790699; 0.9426751592356688; 0.8340136359558625; 0.8833333333333333; 0.9368686868686869; 0.8762626262626262
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; 4; svd_reconstruct; svd; 618; 206; 206; 0.6; 0.2; 0.2; [0.87903226 0.86290323 0.87903226 0.91129032 0.89344262]; 0.8058252427184466; 0.7766990291262136; 0.8699029126213592; 0.9238095238095239; 0.941747572815534; 0.9223300970873787; 0.8290598290598291; 0.9797979797979798; 0.8123288964410459; 0.8017241379310346; 0.9489795918367347; 0.7846749811035525; 0.8777372262773723; 0.950592885375494; 0.8712888090999608
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; 4; svd_reconstruct; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.84210526 0.79824561 0.73684211 0.79824561 0.82142857]; 0.8412698412698413; 0.7936507936507936; 0.9038054968287527; 0.9621993127147765; 0.9859154929577465; 0.9612676056338028; 0.8404255319148938; 0.8404255319148937; 0.8412653975363942; 0.7664670658682635; 0.8205128205128205; 0.7976437976437976; 0.9028815368196372; 0.9276315789473685; 0.9046321160042966
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.87692308 0.86923077 0.89230769 0.81538462 0.85384615]; 0.7824074074074074; 0.8101851851851852; 0.8927911275415896; 0.9583333333333333; 0.9907692307692307; 0.9569230769230769; 0.7911111111111111; 0.8725490196078431; 0.7871517027863777; 0.8240343347639485; 0.9504950495049505; 0.8187257856220405; 0.8973451327433628; 0.9602272727272727; 0.8943735641614703
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; 4; svd_reconstruct; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.71774194 0.73387097 0.7295082  0.68032787 0.7295082 ]; 0.75; 0.8235294117647058; 0.7504892367906066; 0.7846153846153846; 0.996742671009772; 0.7263843648208469; 0.7811158798283262; 0.9578947368421052; 0.7633510381458232; 0.8593750000000001; 0.990990990990991; 0.8073234524847428; 0.7990543735224586; 0.9883040935672515; 0.7495547972747849
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; 4; svd_reconstruct; svdn; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.828125  0.84375   0.84375   0.8828125 0.875    ]; 0.6666666666666666; 0.6854460093896714; 0.7898686679174484; 0.8815426997245179; 1.0; 0.865625; 0.7053941908713692; 0.9659090909090909; 0.7109545454545454; 0.7563636363636363; 0.9203539823008849; 0.6701769911504425; 0.819645732689211; 0.9769673704414588; 0.7939882723766927
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.69672131 0.77868852 0.76229508 0.71311475 0.74590164]; 0.7339901477832512; 0.7438423645320197; 0.8061023622047244; 0.8655834564254062; 0.9606557377049181; 0.8508196721311475; 0.7672413793103448; 0.9270833333333334; 0.7439154984423677; 0.7903225806451614; 0.9158878504672897; 0.7339855919003114; 0.8297320656871219; 0.9448818897637795; 0.8061023622047243
svm_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; 4; svd_reconstruct; svdne; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.90163934 0.81147541 0.8852459  0.90163934 0.89166667]; 0.7227722772277227; 0.7524752475247525; 0.8320158102766798; 0.8896551724137931; 0.8486842105263158; 0.8947368421052632; 0.7454545454545454; 0.780952380952381; 0.7203730976926852; 0.7727272727272727; 0.8415841584158416; 0.7524752475247524; 0.8333333333333334; 0.8333333333333334; 0.8320053120849935
ensemble_model_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; 4; svd_reconstruct; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.83035714 0.83035714 0.83035714 0.875      0.83636364]; 0.7634408602150538; 0.8279569892473119; 0.8720430107526882; 0.9252173913043479; 0.953405017921147; 0.9229390681003584; 0.7659574468085106; 0.7346938775510204; 0.7650742115027829; 0.8260869565217392; 0.8351648351648352; 0.8281087333718913; 0.8743400211193241; 0.8846153846153846; 0.8719613719613718
ensemble_model_v2_N4_B98_E102_nb_zones_4_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.81147541 0.80327869 0.85833333 0.8        0.825     ]; 0.8059701492537313; 0.8059701492537313; 0.882703777335984; 0.9328859060402686; 0.9205298013245033; 0.933774834437086; 0.8078817733990147; 0.82; 0.806039603960396; 0.8186046511627907; 0.8627450980392157; 0.8051099227569816; 0.883629191321499; 0.8888888888888888; 0.8826914563966357
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; 6; svd_reconstruct; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.85632184 0.85057471 0.83908046 0.91954023 0.86781609]; 0.7896551724137931; 0.7827586206896552; 0.8344827586206897; 0.8711111111111111; 0.9011494252873563; 0.8666666666666666; 0.8337874659400546; 1.0; 0.7773722627737226; 0.7934426229508198; 1.0; 0.8136094674556213; 0.8473282442748091; 0.9393511988716502; 0.836747124402087
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; 6; svd_reconstruct; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.81818182 0.79545455 0.80681818 0.85795455 0.81818182]; 0.8225255972696246; 0.8327645051194539; 0.8431105047748977; 0.8555431131019037; 0.8681818181818182; 0.8534090909090909; 0.8374999999999999; 0.9436619718309859; 0.8261356216770825; 0.8492307692307693; 0.9139072847682119; 0.8301930790038242; 0.8504551365409623; 0.8922237380627558; 0.8431105047748977
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.8373494  0.8313253  0.74698795 0.84939759 0.81097561]; 0.7934782608695652; 0.8405797101449275; 0.8797101449275362; 0.9255441008018327; 0.9758454106280193; 0.9214975845410627; 0.7956989247311828; 0.8671875; 0.7984586148648648; 0.8482758620689655; 0.8723404255319149; 0.8398739164696611; 0.884882108183079; 0.9341142020497804; 0.8802565271367984
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; 6; svd_reconstruct; svdn; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.75       0.71111111 0.75       0.80555556 0.74719101]; 0.7324414715719063; 0.7491638795986622; 0.7533422459893048; 0.8014842300556587; 0.9621380846325167; 0.7616926503340757; 0.7752808988764046; 0.9139072847682119; 0.7306022910327546; 0.7967479674796748; 0.901840490797546; 0.7340084806928907; 0.7953410981697171; 0.9397116644823067; 0.7495284106859008
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; 6; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.74479167 0.73958333 0.77604167 0.80208333 0.73958333]; 0.71875; 0.734375; 0.78125; 0.84472049689441; 0.9916666666666667; 0.8177083333333334; 0.7738693467336684; 0.9221556886227545; 0.7094438573832726; 0.7632311977715878; 0.9513888888888888; 0.7541035353535354; 0.8142250530785563; 0.9696586599241467; 0.7833460172303057
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 810; 270; 270; 0.6; 0.2; 0.2; [0.72222222 0.7037037  0.69753086 0.68518519 0.72222222]; 0.7444444444444445; 0.7296296296296296; 0.8081481481481482; 0.8692737430167597; 0.9604938271604938; 0.8555555555555556; 0.7661016949152543; 0.849624060150376; 0.7459799132868669; 0.7491408934707904; 0.8195488721804511; 0.7309423193019043; 0.8251181634031061; 0.910581222056632; 0.8087515830459889
svm_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; 6; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.8125     0.8125     0.81770833 0.78947368 0.83684211]; 0.7861635220125787; 0.8176100628930818; 0.8077889447236181; 0.799554565701559; 0.7510460251046025; 0.8117154811715481; 0.7914110429447854; 0.7865853658536586; 0.7861498257839721; 0.8284023668639052; 0.8045977011494253; 0.8189655172413794; 0.8040973111395647; 0.7696078431372549; 0.8087729937335759
ensemble_model_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; 6; svd_reconstruct; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.87356322 0.86781609 0.87931034 0.86781609 0.83333333]; 0.7758620689655172; 0.8379310344827586; 0.8606896551724138; 0.8997772828507794; 0.9287356321839081; 0.8965517241379309; 0.7750865051903114; 0.7368421052631579; 0.7778413424866514; 0.8315412186379928; 0.8226950354609929; 0.8375220143747917; 0.8622100954979536; 0.8681318681318682; 0.8606587318498676
ensemble_model_v2_N4_B98_E102_nb_zones_6_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.84042553 0.80851064 0.80319149 0.84946237 0.8172043 ]; 0.8012820512820513; 0.7724358974358975; 0.8775641025641026; 0.9404517453798769; 0.9786324786324786; 0.938034188034188; 0.7905405405405405; 0.7697368421052632; 0.8004934210526317; 0.7672131147540985; 0.75; 0.7724358974358976; 0.8787301587301588; 0.8917525773195877; 0.8776364927414264
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; 8; svd_reconstruct; svd; 1236; 412; 412; 0.6; 0.2; 0.2; [0.78629032 0.83064516 0.76612903 0.81300813 0.79268293]; 0.7815533980582524; 0.8349514563106796; 0.8019417475728156; 0.8261474269819193; 0.9611650485436893; 0.7977346278317152; 0.7935779816513762; 0.9558011049723757; 0.8004113749970104; 0.8645418326693226; 0.9819004524886877; 0.8234109592286372; 0.8282828282828284; 0.9647058823529412; 0.8035067873303167
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; 8; svd_reconstruct; svd; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.79032258 0.80645161 0.79435484 0.83870968 0.82926829]; 0.8058252427184466; 0.7839805825242718; 0.8748787584869059; 0.9314857582755967; 0.9773828756058158; 0.9281098546042003; 0.8214285714285714; 0.863849765258216; 0.8037841791115201; 0.789598108747045; 0.8267326732673267; 0.7847949080622347; 0.8811059907834101; 0.9245647969052224; 0.8747337603203155
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.8        0.75833333 0.83333333 0.7625     0.82083333]; 0.835; 0.8; 0.8645; 0.9010292953285827; 0.9483333333333334; 0.8958333333333333; 0.8263157894736842; 0.7810945273631841; 0.8352708817720443; 0.7916666666666666; 0.7450980392156863; 0.8011204481792717; 0.8663048840651209; 0.8736318407960199; 0.8644541113527838
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; 8; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.74166667 0.75210084 0.74369748 0.78151261 0.75630252]; 0.7581863979848866; 0.6675062972292192; 0.7472306143001007; 0.8075842696629214; 0.964765100671141; 0.7701342281879195; 0.8064516129032258; 0.9569377990430622; 0.7470859207981269; 0.7130434782608696; 0.9534883720930233; 0.701188630490956; 0.7890756302521008; 0.9611054247697032; 0.7506220880042768
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; 8; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.77083333 0.75630252 0.76470588 0.74369748 0.7394958 ]; 0.743073047858942; 0.707808564231738; 0.7920443101711984; 0.8585931834662799; 0.9932885906040269; 0.8364093959731544; 0.7743362831858408; 0.9067357512953368; 0.747485522706492; 0.7603305785123967; 0.934010152284264; 0.709505076142132; 0.8215982721382289; 0.9645030425963489; 0.7932515212981744
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.71311475 0.71311475 0.73553719 0.7231405  0.76446281]; 0.7599009900990099; 0.7623762376237624; 0.8165182987141444; 0.8710144927536233; 0.9901153212520593; 0.8533772652388796; 0.7800453514739228; 0.8390243902439024; 0.7587081750214486; 0.7828054298642534; 0.865; 0.7633823529411765; 0.8360583296509059; 0.9347826086956522; 0.8164012053379252
svm_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; 8; svd_reconstruct; svdne; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.89380531 0.86283186 0.90707965 0.85267857 0.90178571]; 0.7306666666666667; 0.7386666666666667; 0.8315565031982942; 0.898349261511729; 0.9182948490230906; 0.8960923623445824; 0.7656612529002321; 0.8918918918918919; 0.7327880512091038; 0.7461139896373057; 0.8135593220338984; 0.742638246875535; 0.8394308943089431; 0.892972972972973; 0.832396055361355
ensemble_model_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; 8; svd_reconstruct; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.78571429 0.81932773 0.81355932 0.81355932 0.81779661]; 0.7868020304568528; 0.8096446700507615; 0.8732251521298174; 0.9253486464315013; 0.9527027027027027; 0.9231418918918919; 0.7910447761194029; 0.8368421052631579; 0.7885190918472653; 0.8226950354609929; 0.8613861386138614; 0.8082972359735974; 0.8776908023483366; 0.9115853658536586; 0.8733028043843192
ensemble_model_v2_N4_B98_E102_nb_zones_8_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 1094; 364; 364; 0.6004390779363337; 0.19978046103183314; 0.19978046103183314; [0.8        0.8        0.82568807 0.76605505 0.87155963]; 0.8159340659340659; 0.8296703296703297; 0.8589462129527992; 0.8867256637168142; 0.9159049360146252; 0.882998171846435; 0.8069164265129684; 0.8187134502923976; 0.8160924764415356; 0.8248587570621468; 0.8021978021978022; 0.8296703296703297; 0.8596395412342983; 0.8744444444444445; 0.8591311159315498
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; 10; svd_reconstruct; svd; 1524; 508; 508; 0.6; 0.2; 0.2; [0.85620915 0.79411765 0.8125     0.80592105 0.82894737]; 0.7934272300469484; 0.7723004694835681; 0.8160774410774411; 0.8459657701711493; 0.9081364829396326; 0.8346456692913387; 0.8061674008810573; 0.8714285714285714; 0.794510582010582; 0.7868131868131869; 0.8287037037037037; 0.771494708994709; 0.8282907662082515; 0.8872053872053872; 0.8160774410774412
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; 10; svd_reconstruct; svd; 1422; 474; 474; 0.6; 0.2; 0.2; [0.82867133 0.81338028 0.79577465 0.8028169  0.80985915]; 0.8185654008438819; 0.8333333333333334; 0.8430379746835444; 0.8630046326935804; 0.9170182841068917; 0.8544303797468354; 0.83203125; 0.8838174273858921; 0.8174451943796412; 0.8384458077709612; 0.8836206896551724; 0.8343723282986606; 0.8519108280254777; 0.9037162162162162; 0.843089136775899
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 1512; 504; 504; 0.6; 0.2; 0.2; [0.78947368 0.82781457 0.83443709 0.81788079 0.82781457]; 0.8518518518518519; 0.8148148148148148; 0.8518518518518519; 0.8661518661518661; 0.8902116402116402; 0.8624338624338623; 0.8596491228070176; 0.875; 0.8509615384615384; 0.8130841121495327; 0.8365384615384616; 0.8155906593406594; 0.8556193601312551; 0.8779461279461279; 0.8518518518518519
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; 10; svd_reconstruct; svdn; 1506; 502; 502; 0.6; 0.2; 0.2; [0.75165563 0.77152318 0.79801325 0.74       0.79666667]; 0.728735632183908; 0.7057471264367816; 0.7571548821548821; 0.8186301369863013; 0.9920318725099602; 0.7802124833997344; 0.7822878228782287; 0.9464285714285714; 0.722029451591063; 0.7500000000000001; 0.909952606635071; 0.7116727318889642; 0.7995831886071553; 0.9688552188552189; 0.7571548821548821
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; 10; svd_reconstruct; svdn; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.7254902  0.7254902  0.74836601 0.70261438 0.72368421]; 0.7264150943396226; 0.7311320754716981; 0.7958754208754208; 0.8509643483343075; 0.9528795811518325; 0.8331151832460733; 0.7689243027888446; 0.946078431372549; 0.7344028520499108; 0.7857142857142857; 0.95; 0.7225490196078431; 0.8233151183970855; 0.9511784511784511; 0.7958754208754208
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.7327044  0.68553459 0.72327044 0.71518987 0.72468354]; 0.7113924050632912; 0.769620253164557; 0.8085016835016835; 0.8606465997770346; 0.9735182849936949; 0.8423707440100884; 0.7323943661971831; 0.8524590163934426; 0.7210408289514383; 0.8051391862955033; 0.8867924528301887; 0.7603361171254769; 0.8306661704503163; 0.9393939393939394; 0.8085016835016834
svm_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; 10; svd_reconstruct; svdne; 1506; 502; 502; 0.6; 0.2; 0.2; [0.82450331 0.8410596  0.86092715 0.85666667 0.85333333]; 0.8275862068965517; 0.7655172413793103; 0.8295454545454546; 0.85785536159601; 0.9136786188579017; 0.848605577689243; 0.8299319727891157; 0.820627802690583; 0.8277667315339707; 0.7616822429906542; 0.7688679245283019; 0.7655998815466621; 0.8362312980186009; 0.8703703703703703; 0.8295454545454546
ensemble_model_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; 10; svd_reconstruct; svdne; 1470; 490; 490; 0.6; 0.2; 0.2; [0.84693878 0.83673469 0.84353741 0.83673469 0.84693878]; 0.7947019867549668; 0.7902869757174393; 0.8611111111111112; 0.9037940379403794; 0.9074829931972789; 0.9034013605442176; 0.8082474226804124; 0.8828828828828829; 0.7964197964197963; 0.8111332007952287; 0.8831168831168831; 0.7884052884052883; 0.8660714285714286; 0.8981481481481481; 0.8611111111111112
ensemble_model_v2_N4_B98_E102_nb_zones_10_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.85430464 0.87748344 0.86666667 0.86       0.86333333]; 0.7431192660550459; 0.768348623853211; 0.8493265993265994; 0.9067524115755626; 0.9375; 0.9035904255319148; 0.7596566523605149; 0.7972972972972973; 0.7421065925738822; 0.7709750566893424; 0.794392523364486; 0.7688178833038646; 0.8545897644191714; 0.8855218855218855; 0.8493265993265993
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; 12; svd_reconstruct; svd; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.80913978 0.8172043  0.80645161 0.82258065 0.82432432]; 0.8687258687258688; 0.8108108108108109; 0.8308080808080808; 0.8371618172537009; 0.8826695371367062; 0.8283100107642626; 0.8749999999999999; 0.8947368421052632; 0.8680033416875523; 0.8231046931407943; 0.9047619047619048; 0.81328320802005; 0.8397129186602871; 0.8863636363636364; 0.8308080808080809
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; 12; svd_reconstruct; svd; 1716; 572; 572; 0.6; 0.2; 0.2; [0.83430233 0.80523256 0.7994186  0.8128655  0.79532164]; 0.8424242424242424; 0.8212121212121212; 0.8539562289562289; 0.8693244739756367; 0.914918414918415; 0.8624708624708625; 0.8547486033519553; 0.9; 0.840625; 0.8249258160237389; 0.86875; 0.822610294117647; 0.8612554978008797; 0.9065656565656566; 0.853956228956229
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svd; 4; 98; 102; zones; svd_reconstruct; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.84254144 0.81388889 0.77777778 0.825      0.81388889]; 0.8153310104529616; 0.8397212543554007; 0.8998316498316499; 0.9252286175363099; 0.9544950055493896; 0.922863485016648; 0.8295819935691318; 0.8716216216216216; 0.8135086525374294; 0.8413793103448276; 0.8776978417266187; 0.8408759478903364; 0.9032520325203252; 0.9351851851851852; 0.8998316498316499
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; 12; svd_reconstruct; svdn; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.67112299 0.73262032 0.77688172 0.74731183 0.71236559]; 0.72265625; 0.77734375; 0.7622053872053872; 0.7988955361251726; 0.9313304721030042; 0.7655579399141631; 0.757679180887372; 0.8951612903225806; 0.7278836754643205; 0.8093645484949833; 0.9166666666666666; 0.7728494623655914; 0.7956600361663654; 0.9259259259259259; 0.7622053872053873
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; 12; svd_reconstruct; svdn; 1884; 628; 628; 0.6; 0.2; 0.2; [0.75661376 0.75661376 0.75265957 0.72340426 0.76595745]; 0.7845528455284553; 0.7804878048780488; 0.8093434343434344; 0.8389199255121043; 0.9564755838641189; 0.8163481953290871; 0.8127208480565371; 0.9504132231404959; 0.787206611570248; 0.8163265306122447; 0.96; 0.7775206611570248; 0.8337614678899082; 0.9562289562289562; 0.8093434343434343
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svdn; 4; 98; 102; zones; svd_reconstruct; svdn; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.75       0.70467836 0.76023392 0.71345029 0.6754386 ]; 0.7469879518072289; 0.7409638554216867; 0.819023569023569; 0.8628691983122362; 0.955607476635514; 0.8481308411214953; 0.7823834196891192; 0.877906976744186; 0.742078488372093; 0.7624309392265194; 0.8625; 0.745203488372093; 0.8373676248108926; 0.9318181818181818; 0.819023569023569
svm_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; 12; svd_reconstruct; svdne; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.82285714 0.79022989 0.7816092  0.79310345 0.8045977 ]; 0.8359621451104101; 0.8170347003154574; 0.8068181818181818; 0.8255872063968015; 0.9483352468427095; 0.7996555683122847; 0.8443113772455089; 0.88125; 0.8355294585987262; 0.8342857142857144; 0.9299363057324841; 0.8180931528662421; 0.829050279329609; 0.9368686868686869; 0.8068181818181817
ensemble_model_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; 12; svd_reconstruct; svdne; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.80747126 0.78735632 0.82183908 0.81321839 0.8150289 ]; 0.8840125391849529; 0.8746081504702194; 0.8505892255892256; 0.846747519294377; 0.8837744533947065; 0.8400460299194475; 0.8762541806020067; 0.8791946308724832; 0.8837149624950651; 0.8749999999999999; 0.8235294117647058; 0.8782076589024871; 0.8540896013152486; 0.8745791245791246; 0.8505892255892256
ensemble_model_v2_N4_B98_E102_nb_zones_12_svd_reconstruct_svdne; 4; 98; 102; zones; svd_reconstruct; svdne; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.85277778 0.80833333 0.83055556 0.82777778 0.83798883]; 0.7716262975778547; 0.8062283737024222; 0.8627946127946128; 0.8916046758767269; 0.9332591768631813; 0.8865406006674083; 0.7755102040816327; 0.7808219178082192; 0.7715298400229907; 0.8095238095238095; 0.8321678321678322; 0.8064948749880256; 0.8680161943319837; 0.9023569023569024; 0.8627946127946127
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; 4; svd_reconstruct; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.84821429 0.86607143 0.83035714 0.80909091 0.85454545]; 0.7297297297297297; 0.7621621621621621; 0.8498920086393088; 0.9158878504672897; 0.8812949640287769; 0.9190647482014389; 0.7222222222222223; 0.6914893617021277; 0.7303600654664484; 0.7659574468085106; 0.7272727272727273; 0.7647991543340381; 0.8460686600221484; 0.8110403397027601; 0.8505751149063251
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; 4; svd_reconstruct; svd; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.87313433 0.86567164 0.91666667 0.91666667 0.88636364]; 0.8009049773755657; 0.8054298642533937; 0.8860759493670886; 0.9376000000000001; 0.8825301204819277; 0.9412650602409638; 0.8119658119658119; 0.9134615384615384; 0.8071581196581196; 0.8339768339768341; 0.9; 0.7965346534653465; 0.887298747763864; 0.8920863309352518; 0.886043165467626
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.77777778 0.75       0.76612903 0.7983871  0.78225806]; 0.821256038647343; 0.8019323671497585; 0.8513513513513513; 0.875; 0.8553054662379421; 0.8778135048231511; 0.8140703517587939; 0.7864077669902912; 0.8210884988797612; 0.7875647668393781; 0.7676767676767676; 0.8005050505050506; 0.846; 0.8245614035087719; 0.8510952333031431
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; 4; svd_reconstruct; svdn; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.67241379 0.69298246 0.75438596 0.70175439 0.64035088]; 0.8473684210526315; 0.8789473684210526; 0.7647058823529411; 0.7455621301775149; 0.8811188811188811; 0.6993006993006994; 0.8755364806866953; 0.9902912621359223; 0.8342260908380761; 0.8909952606635071; 0.9894736842105263; 0.8789473684210525; 0.8; 0.9256198347107438; 0.7619552165006711
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; 4; svd_reconstruct; svdn; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.77118644 0.81355932 0.75       0.82758621 0.78448276]; 0.8298969072164949; 0.8195876288659794; 0.8652263374485597; 0.8995215311004784; 0.9657534246575342; 0.8921232876712331; 0.8390243902439025; 0.9052631578947369; 0.8314194577352473; 0.8416289592760181; 0.8942307692307693; 0.8137820512820514; 0.8755935422602089; 0.9389002036659878; 0.864460496843389
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.875      0.88333333 0.90833333 0.90677966 0.89830508]; 0.7777777777777778; 0.7474747474747475; 0.8578629032258065; 0.926905132192846; 1.0; 0.9211409395973155; 0.8103448275862069; 0.9306930693069307; 0.7746248851689292; 0.7572815533980582; 0.9069767441860465; 0.7659883720930232; 0.8695652173913044; 0.9690721649484536; 0.8602757274446411
svm_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; 4; svd_reconstruct; svdne; 576; 192; 192; 0.6; 0.2; 0.2; [0.89655172 0.82758621 0.85344828 0.87719298 0.85087719]; 0.7864583333333334; 0.8020833333333334; 0.8395833333333333; 0.8643761301989151; 0.8298611111111112; 0.8697916666666667; 0.783068783068783; 0.74; 0.7884782608695652; 0.7790697674418605; 0.7790697674418605; 0.7999122422114963; 0.8315098468271335; 0.8016877637130801; 0.8391154867948116
ensemble_model_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; 4; svd_reconstruct; svdne; 564; 188; 188; 0.6; 0.2; 0.2; [0.78070175 0.85964912 0.82142857 0.78571429 0.83928571]; 0.8138297872340425; 0.7606382978723404; 0.8138297872340425; 0.8282097649186257; 0.8120567375886525; 0.8315602836879432; 0.8066298342541436; 0.9012345679012346; 0.8244490596515519; 0.7715736040609138; 0.8085106382978723; 0.7606382978723404; 0.81203007518797; 0.8271334792122538; 0.8141878576185493
ensemble_model_v2_N4_B148_E152_nb_zones_4_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 528; 176; 176; 0.6; 0.2; 0.2; [0.80188679 0.75471698 0.79245283 0.71698113 0.79807692]; 0.7670454545454546; 0.75; 0.8397727272727272; 0.899641577060932; 0.9507575757575758; 0.8939393939393939; 0.7210884353741497; 0.6309523809523809; 0.7611283643892339; 0.717948717948718; 0.6153846153846154; 0.7547511312217196; 0.8362369337979094; 0.8200455580865603; 0.8397279944627813
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; 6; svd_reconstruct; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.85227273 0.8125     0.85795455 0.81818182 0.84090909]; 0.8293515358361775; 0.8600682593856656; 0.8424283765347885; 0.8520084566596194; 0.9159090909090909; 0.8409090909090909; 0.8226950354609929; 0.8405797101449275; 0.8299672744273023; 0.862876254180602; 0.8543046357615894; 0.8602509094300904; 0.8487229862475442; 0.8888888888888888; 0.8426805367103875
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; 6; svd_reconstruct; svd; 816; 272; 272; 0.6; 0.2; 0.2; [0.8597561  0.87195122 0.78658537 0.84567901 0.84567901]; 0.7720588235294118; 0.8235294117647058; 0.8566176470588235; 0.8974668275030157; 0.9117647058823529; 0.8958333333333333; 0.7919463087248323; 0.8027210884353742; 0.7693605442176871; 0.8285714285714286; 0.8529411764705882; 0.8235294117647061; 0.8614072494669509; 0.8769898697539797; 0.8562826777768404
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.85483871 0.85483871 0.86021505 0.86021505 0.85326087]; 0.7993527508090615; 0.7605177993527508; 0.851875808538163; 0.8972375690607735; 0.875; 0.8997844827586206; 0.8154761904761905; 0.8253012048192772; 0.7972659870250232; 0.7672955974842767; 0.7922077922077922; 0.7606200251361541; 0.8531109685695959; 0.8482142857142857; 0.8519286651668541
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; 6; svd_reconstruct; svdn; 1062; 354; 354; 0.6; 0.2; 0.2; [0.8411215  0.80188679 0.75943396 0.81603774 0.83018868]; 0.8389830508474576; 0.8107344632768362; 0.8231638418079096; 0.8457142857142856; 0.975517890772128; 0.8220338983050847; 0.8488063660477454; 0.9090909090909091; 0.8393769152196119; 0.8312342569269521; 0.9217877094972067; 0.8094652833200318; 0.8434217108554276; 0.9514672686230248; 0.8230187021848155
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; 6; svd_reconstruct; svdn; 736; 245; 245; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.81081081 0.74324324 0.80405405 0.79452055 0.79452055]; 0.8775510204081632; 0.8571428571428571; 0.8809135399673735; 0.89602053915276; 0.9483695652173914; 0.8899456521739131; 0.8905109489051095; 0.953125; 0.8739983974358975; 0.8535564853556485; 0.9444444444444444; 0.8663828061638281; 0.8869969040247679; 0.9486754966887417; 0.8818940184408339
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 780; 260; 260; 0.6; 0.2; 0.2; [0.84615385 0.80128205 0.81410256 0.86538462 0.80769231]; 0.8269230769230769; 0.8269230769230769; 0.85; 0.8754448398576512; 0.9461538461538461; 0.8653846153846154; 0.847457627118644; 0.9541984732824428; 0.825936445943547; 0.8409893992932862; 0.937007874015748; 0.8294061926469718; 0.8627726952850105; 0.9459876543209876; 0.8502944406574263
svm_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; 6; svd_reconstruct; svdne; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.86781609 0.82758621 0.82758621 0.81976744 0.79069767]; 0.8090277777777778; 0.8611111111111112; 0.8300970873786407; 0.8362445414847162; 0.8845265588914549; 0.8267898383371824; 0.8286604361370717; 0.8260869565217391; 0.8067442656624443; 0.8701298701298701; 0.8993288590604027; 0.8597363719762445; 0.8414239482200648; 0.8748317631224765; 0.8286891290576617
ensemble_model_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; 6; svd_reconstruct; svdne; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.83529412 0.75294118 0.79761905 0.79761905 0.8452381 ]; 0.8113879003558719; 0.8362989323843416; 0.8385490753911806; 0.8587196467991169; 0.9218009478672986; 0.8483412322274881; 0.8044280442804428; 0.8014705882352942; 0.8110801217038539; 0.8345323741007195; 0.8529411764705882; 0.836815415821501; 0.8439862542955328; 0.8847262247838616; 0.8391327753132791
ensemble_model_v2_N4_B148_E152_nb_zones_6_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.85632184 0.84883721 0.83139535 0.80813953 0.84883721]; 0.7979094076655052; 0.8048780487804879; 0.8642061281337048; 0.9094972067039105; 0.9443155452436195; 0.9060324825986079; 0.795774647887324; 0.8014184397163121; 0.7979694938307589; 0.8041958041958043; 0.777027027027027; 0.8057797005638732; 0.8668941979522183; 0.8819444444444444; 0.8641565797641216
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; 8; svd_reconstruct; svd; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.844      0.884      0.86290323 0.89516129 0.89919355]; 0.8164251207729468; 0.7294685990338164; 0.8354247104247104; 0.8786677240285488; 0.8906752411575563; 0.8770096463022509; 0.8461538461538461; 0.9414414414414415; 0.8066582207207207; 0.7617021276595746; 0.93717277486911; 0.7443711407977838; 0.8467415730337078; 0.9101449275362319; 0.8354967646360041
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; 8; svd_reconstruct; svd; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.81707317 0.83739837 0.81707317 0.87398374 0.84016393]; 0.8141809290953546; 0.7995110024449877; 0.8621700879765396; 0.8949152542372881; 0.8599348534201955; 0.8990228013029316; 0.8100000000000002; 0.8307692307692308; 0.8149173256649893; 0.8101851851851852; 0.8027522935779816; 0.7992819059512944; 0.8598409542743539; 0.8422590068159689; 0.8622482472745203
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 1142; 380; 380; 0.6004206098843323; 0.19978969505783387; 0.19978969505783387; [0.82173913 0.88157895 0.84210526 0.81140351 0.79385965]; 0.8342105263157895; 0.8236842105263158; 0.8648790746582544; 0.8869100623330366; 0.87215411558669; 0.8887915936952715; 0.8413098236775819; 0.8789473684210526; 0.8342105263157894; 0.830379746835443; 0.8723404255319149; 0.8241910460992908; 0.8657963446475195; 0.8735511064278187; 0.8648972740953365
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; 8; svd_reconstruct; svdn; 1146; 382; 382; 0.6; 0.2; 0.2; [0.80434783 0.78695652 0.82173913 0.80701754 0.8245614 ]; 0.8350785340314136; 0.8350785340314136; 0.8240837696335078; 0.8356807511737089; 0.9319371727748691; 0.8167539267015707; 0.8510638297872339; 0.9523809523809523; 0.8362941031334813; 0.8564920273348519; 0.9791666666666666; 0.8343201754385964; 0.8429906542056075; 0.9454926624737946; 0.8242107663833409
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; 8; svd_reconstruct; svdn; 1054; 351; 351; 0.6002277904328018; 0.19988610478359908; 0.19988610478359908; [0.85377358 0.80188679 0.84285714 0.88571429 0.87142857]; 0.7663817663817664; 0.7549857549857549; 0.8234624145785877; 0.8732142857142857; 0.9278937381404174; 0.8652751423149904; 0.8047619047619047; 0.976878612716763; 0.7693381827628759; 0.8009259259259259; 0.9719101123595506; 0.7518510099370006; 0.8427991886409737; 0.9464692482915718; 0.8234624145785876
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 1284; 428; 428; 0.6; 0.2; 0.2; [0.85271318 0.80232558 0.8359375  0.8203125  0.79296875]; 0.794392523364486; 0.8200934579439252; 0.8453271028037384; 0.8809182209469153; 0.956386292834891; 0.8707165109034267; 0.8135593220338984; 0.9142857142857143; 0.7965923984272607; 0.8405797101449275; 0.9144144144144144; 0.8164305081780809; 0.8590889740315028; 0.9394785847299814; 0.8449738139409758
svm_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; 8; svd_reconstruct; svdne; 1106; 368; 368; 0.6004343105320304; 0.1997828447339848; 0.1997828447339848; [0.83783784 0.76576577 0.77927928 0.81818182 0.80454545]; 0.7907608695652174; 0.8043478260869565; 0.8078175895765473; 0.8252344416027281; 0.8752260397830018; 0.8146473779385172; 0.7645259938837919; 0.6944444444444444; 0.7887115839243499; 0.8021978021978023; 0.7643979057591623; 0.8059277664389032; 0.8100858369098712; 0.8170995670995671; 0.8077872563166681
ensemble_model_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; 8; svd_reconstruct; svdne; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.88135593 0.86864407 0.86016949 0.86440678 0.88135593]; 0.7888040712468194; 0.7989821882951654; 0.8489318413021363; 0.8804251550044287; 0.8423728813559322; 0.8855932203389831; 0.8183807439824944; 0.9166666666666666; 0.7837301587301586; 0.8058968058968058; 0.8497409326424871; 0.7998704663212436; 0.8509784244856998; 0.8591691995947315; 0.8488900134848019
ensemble_model_v2_N4_B148_E152_nb_zones_8_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 1278; 426; 426; 0.6; 0.2; 0.2; [0.83984375 0.828125   0.85546875 0.8359375  0.81102362]; 0.7910798122065728; 0.7816901408450704; 0.8572769953051643; 0.9061538461538461; 0.9217527386541471; 0.9045383411580595; 0.7935034802784223; 0.7990654205607477; 0.791042144242638; 0.774818401937046; 0.7729468599033816; 0.7814505989014625; 0.8582089552238806; 0.8679245283018868; 0.8573267501322518
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; 10; svd_reconstruct; svd; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.84516129 0.81612903 0.81818182 0.86688312 0.85064935]; 0.8293269230769231; 0.8269230769230769; 0.9111952861952862; 0.9544846050870147; 0.9235751295336787; 0.9559585492227978; 0.8397291196388261; 0.8651162790697674; 0.8280805275945853; 0.8317757009345794; 0.8855721393034826; 0.8288325812796482; 0.9107822410147991; 0.9065656565656566; 0.9111952861952863
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; 10; svd_reconstruct; svd; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.86217949 0.8483871  0.87096774 0.86774194 0.88064516]; 0.7694174757281553; 0.7839805825242718; 0.8973063973063973; 0.9598393574297189; 0.9239690721649485; 0.961340206185567; 0.7902869757174391; 0.8136363636363636; 0.7661931818181817; 0.7875894988066825; 0.859375; 0.7887784090909091; 0.89687235841082; 0.8930976430976431; 0.8973063973063973
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 1572; 524; 524; 0.6; 0.2; 0.2; [0.80063291 0.81847134 0.82165605 0.80254777 0.80573248]; 0.8283582089552238; 0.8233830845771144; 0.8834175084175084; 0.9093315684976835; 0.8740458015267175; 0.9128498727735369; 0.8449438202247191; 0.9261083743842364; 0.8273757952323191; 0.8397291196388261; 0.9346733668341709; 0.8244795405599427; 0.8845352230095874; 0.8930976430976431; 0.8834175084175084
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; 10; svd_reconstruct; svdn; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.80392157 0.81372549 0.82352941 0.80263158 0.80921053]; 0.8588235294117647; 0.8729411764705882; 0.8316498316498316; 0.8360091743119266; 0.9554390563564875; 0.8125819134993447; 0.868421052631579; 0.9209302325581395; 0.8580841638981175; 0.88; 0.9428571428571428; 0.8737541528239202; 0.8490566037735849; 0.946969696969697; 0.8316498316498316
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; 10; svd_reconstruct; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.82653061 0.81632653 0.82534247 0.80136986 0.82191781]; 0.8245614035087719; 0.8223684210526315; 0.8653198653198653; 0.8973531310522918; 0.9494535519125683; 0.8913934426229507; 0.8412698412698413; 0.9680365296803652; 0.8300098260216172; 0.849721706864564; 0.9662447257383966; 0.8164556962025317; 0.8765432098765432; 0.9562289562289562; 0.8653198653198654
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.85517241 0.86551724 0.83680556 0.85069444 0.87152778]; 0.8068669527896996; 0.7939914163090128; 0.8459595959595959; 0.8862199747155499; 0.9709141274238227; 0.8753462603878116; 0.8314606741573033; 0.921161825726141; 0.8028031350852927; 0.8132295719844357; 0.9288888888888889; 0.7984693407100046; 0.8608365019011406; 0.9528619528619529; 0.845959595959596
svm_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; 10; svd_reconstruct; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.83216783 0.8006993  0.8041958  0.83216783 0.80769231]; 0.828752642706131; 0.8456659619450317; 0.8240740740740741; 0.8247011952191236; 0.8685314685314686; 0.8153846153846155; 0.8350305498981669; 0.8613445378151261; 0.828544609333095; 0.8463157894736844; 0.8553191489361702; 0.8457268013588415; 0.830906148867314; 0.8644781144781145; 0.8240740740740742
ensemble_model_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; 10; svd_reconstruct; svdne; 1410; 470; 470; 0.6; 0.2; 0.2; [0.85815603 0.79787234 0.82269504 0.86170213 0.80496454]; 0.8127659574468085; 0.7829787234042553; 0.8361702127659575; 0.861995753715499; 0.8638297872340426; 0.8617021276595745; 0.8189300411522634; 0.8577586206896551; 0.8133330918574325; 0.8; 0.8535564853556485; 0.7817565976561792; 0.8401826484018264; 0.8605442176870748; 0.8361494512626175
ensemble_model_v2_N4_B148_E152_nb_zones_10_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.84228188 0.85472973 0.8277027  0.8277027  0.80405405]; 0.7941834451901566; 0.8187919463087249; 0.8623737373737373; 0.896505376344086; 0.9001349527665317; 0.8960863697705803; 0.7999999999999999; 0.8518518518518519; 0.7960557960557961; 0.8370221327967806; 0.9004329004329005; 0.8159571909571909; 0.8662576687116563; 0.8914141414141414; 0.8623737373737375
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; 12; svd_reconstruct; svd; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.84023669 0.85502959 0.83431953 0.80473373 0.8422619 ]; 0.811046511627907; 0.7877906976744186; 0.8249158249158249; 0.8484187568157033; 0.9218009478672986; 0.8353080568720378; 0.8379052369077307; 0.9081081081081082; 0.803110657827639; 0.793201133144476; 0.8805031446540881; 0.794305626381098; 0.8392581143740341; 0.9141414141414141; 0.8249158249158249
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; 12; svd_reconstruct; svd; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.81360947 0.80473373 0.87573964 0.81656805 0.82544379]; 0.8134110787172012; 0.8046647230320699; 0.8775252525252525; 0.9057714958775029; 0.9100591715976332; 0.9053254437869822; 0.8036809815950922; 0.808641975308642; 0.8131607666598458; 0.8035190615835777; 0.7569060773480663; 0.8074653843530455; 0.8769556025369978; 0.872895622895623; 0.8775252525252525
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svd; 4; 148; 152; zones; svd_reconstruct; svd; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.77325581 0.8245614  0.80701754 0.77777778 0.79824561]; 0.8493975903614458; 0.8132530120481928; 0.8606902356902357; 0.8762012436404748; 0.905373831775701; 0.8720794392523364; 0.8554913294797687; 0.9079754601226994; 0.8504374342033616; 0.8258426966292135; 0.8698224852071006; 0.8122118561004829; 0.8660461351679483; 0.9006734006734006; 0.8606902356902356
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; 12; svd_reconstruct; svdn; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.79378531 0.78248588 0.84180791 0.79261364 0.78977273]; 0.8950819672131147; 0.8819672131147541; 0.8278619528619529; 0.829243865798698; 0.9377123442808607; 0.8069082672706681; 0.9053254437869822; 0.9935064935064936; 0.8941042401307302; 0.892857142857143; 0.9933774834437086; 0.8830523780854906; 0.8468738300262074; 0.952020202020202; 0.8278619528619529
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; 12; svd_reconstruct; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.78932584 0.76685393 0.79494382 0.81460674 0.79494382]; 0.8489932885906041; 0.9093959731543624; 0.8232323232323232; 0.8313953488372093; 0.9640449438202248; 0.8044943820224719; 0.854368932038835; 0.9103448275862069; 0.8505972503944106; 0.9142857142857143; 0.9411764705882353; 0.9085192697768762; 0.84375; 0.9545454545454546; 0.8232323232323233
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svdn; 4; 148; 152; zones; svd_reconstruct; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.84180791 0.83615819 0.85028249 0.8559322  0.84943182]; 0.743421052631579; 0.7894736842105263; 0.8425925925925926; 0.8804123711340206; 0.9660633484162896; 0.8687782805429864; 0.7692307692307692; 0.9219858156028369; 0.7554714354087804; 0.825136612021858; 0.9263803680981595; 0.7787930209285123; 0.8585476550680787; 0.9553872053872053; 0.8425925925925926
svm_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; 12; svd_reconstruct; svdne; 1782; 594; 594; 0.6; 0.2; 0.2; [0.79608939 0.82303371 0.8005618  0.85674157 0.84550562]; 0.8451178451178452; 0.8114478114478114; 0.8253367003367004; 0.8294277929155313; 0.8540965207631874; 0.824354657687991; 0.8588957055214724; 0.89171974522293; 0.8422884440400363; 0.8145695364238411; 0.8785714285714286; 0.8150818926296634; 0.831506293138449; 0.8619528619528619; 0.8253367003367004
ensemble_model_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; 12; svd_reconstruct; svdne; 1836; 612; 612; 0.6; 0.2; 0.2; [0.8451087  0.85869565 0.86684783 0.80601093 0.85519126]; 0.7666666666666667; 0.7111111111111111; 0.8720538720538721; 0.9113648722131593; 0.9128540305010894; 0.9112200435729848; 0.7725631768953068; 0.7867647058823529; 0.7665166812993853; 0.7214285714285713; 0.753731343283582; 0.7114244951712029; 0.8731218697829717; 0.8804713804713805; 0.8720538720538721
ensemble_model_v2_N4_B148_E152_nb_zones_12_svd_reconstruct_svdne; 4; 148; 152; zones; svd_reconstruct; svdne; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.83236994 0.83815029 0.84682081 0.83236994 0.84393064]; 0.7863777089783281; 0.7925696594427245; 0.8514309764309764; 0.8793774319066148; 0.9144508670520232; 0.8745664739884393; 0.780952380952381; 0.8092105263157895; 0.7876461988304093; 0.8046647230320699; 0.8070175438596491; 0.7916666666666665; 0.8563288563288562; 0.8855218855218855; 0.8514309764309764
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; 4; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.675      0.73333333 0.74166667 0.7        0.66949153]; 0.7236180904522613; 0.6984924623115578; 0.7068273092369478; 0.6589595375722542; 0.5719063545150501; 0.7040133779264213; 0.6206896551724138; 0.4838709677419355; 0.7089166159464394; 0.6341463414634146; 0.49523809523809526; 0.7103850050658561; 0.6473429951690822; 0.5392354124748491; 0.7064914537324145
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; 4; svd_reconstruct; svd; 678; 226; 226; 0.6; 0.2; 0.2; [0.77205882 0.75735294 0.66911765 0.77205882 0.74626866]; 0.6814159292035398; 0.6548672566371682; 0.715929203539823; 0.6962699822380107; 0.5781710914454278; 0.7477876106194691; 0.5955056179775281; 0.44166666666666665; 0.6972484276729559; 0.5465116279069767; 0.43119266055045874; 0.647220261899161; 0.6484118291347207; 0.5211267605633803; 0.7169690742318681
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.68852459 0.725      0.73333333 0.71666667 0.68333333]; 0.74; 0.705; 0.7624750499001997; 0.7413441955193482; 0.6046511627906976; 0.7890365448504983; 0.6533333333333333; 0.532608695652174; 0.7246376811594202; 0.5986394557823129; 0.46808510638297873; 0.6915897230028102; 0.697969543147208; 0.5646817248459959; 0.757098143976396
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; 4; svd_reconstruct; svdn; 754; 251; 251; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.67763158 0.57894737 0.60666667 0.61333333 0.67333333]; 0.5657370517928287; 0.5856573705179283; 0.6210191082802548; 0.6412005457025921; 0.623342175066313; 0.6511936339522547; 0.5551020408163265; 0.5354330708661418; 0.5661036322072643; 0.6030534351145038; 0.6171875; 0.5850165142276422; 0.6161290322580645; 0.6044303797468354; 0.6211254462836742
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; 4; svd_reconstruct; svdn; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.5877193  0.59649123 0.55263158 0.64035088 0.60714286]; 0.5026455026455027; 0.5767195767195767; 0.6913319238900634; 0.7572016460905351; 0.647887323943662; 0.7922535211267606; 0.4337349397590362; 0.4090909090909091; 0.4966246624662467; 0.5348837209302325; 0.5111111111111111; 0.5737373737373738; 0.6456310679611651; 0.5757575757575758; 0.6887052341597796
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.56818182 0.62878788 0.61363636 0.57692308 0.55384615]; 0.5825688073394495; 0.5229357798165137; 0.7380952380952381; 0.8575899843505477; 0.8353658536585366; 0.8612804878048781; 0.5687203791469194; 0.5454545454545454; 0.5829124579124578; 0.5630252100840336; 0.5491803278688525; 0.5193818306010929; 0.7371323529411764; 0.7160714285714286; 0.7386748120300751
svm_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; 4; svd_reconstruct; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.75       0.72580645 0.78688525 0.78688525 0.73770492]; 0.7058823529411765; 0.7352941176470589; 0.7436399217221135; 0.6837606837606838; 0.5211726384364821; 0.758957654723127; 0.6629213483146067; 0.5566037735849056; 0.7119753561802079; 0.7127659574468085; 0.5982142857142857; 0.7501940993788819; 0.6858513189448442; 0.5447619047619048; 0.7492421193829645
ensemble_model_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; 4; svd_reconstruct; svdne; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.76865672 0.76119403 0.70454545 0.76515152 0.73484848]; 0.7058823529411765; 0.6787330316742082; 0.7396021699819169; 0.7110266159695818; 0.5632530120481928; 0.7710843373493975; 0.644808743169399; 0.5221238938053098; 0.710136020976729; 0.6321243523316062; 0.488; 0.7075416666666666; 0.6807095343680709; 0.5385964912280702; 0.745977350091647
ensemble_model_v2_N4_B196_E200_nb_zones_4_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.67424242 0.71969697 0.74242424 0.75384615 0.65384615]; 0.6926605504587156; 0.7752293577981652; 0.7362637362637363; 0.6826568265682658; 0.5640243902439024; 0.7378048780487805; 0.5988023952095808; 0.45871559633027525; 0.6926605504587156; 0.7100591715976331; 0.5825242718446602; 0.765175179400591; 0.6719817767653758; 0.5462962962962963; 0.7341988727858293
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; 6; svd_reconstruct; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.74479167 0.72395833 0.640625   0.703125   0.69270833]; 0.709375; 0.70625; 0.745; 0.7009472259810554; 0.5395833333333333; 0.7697916666666667; 0.6294820717131474; 0.5; 0.7067901234567902; 0.6356589147286822; 0.49696969696969695; 0.7130009775171066; 0.6730769230769231; 0.523038605230386; 0.7458354883115543
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; 6; svd_reconstruct; svd; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.76020408 0.84183673 0.75773196 0.80927835 0.81958763]; 0.6141975308641975; 0.6851851851851852; 0.7429099876695437; 0.759493670886076; 0.6160164271047228; 0.8049281314168377; 0.5019920318725098; 0.3727810650887574; 0.6251002099637336; 0.6106870229007633; 0.5161290322580645; 0.6781828593242984; 0.6799693016116654; 0.5462392108508015; 0.7429099876695439
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.7        0.60674157 0.66292135 0.70224719 0.71910112]; 0.6902356902356902; 0.7777777777777778; 0.7449528936742934; 0.6984993178717598; 0.5739910313901345; 0.7522421524663677; 0.5619047619047619; 0.4041095890410959; 0.6854985031298195; 0.7249999999999999; 0.6258992805755396; 0.7686458428194154; 0.6796280642434488; 0.5499316005471956; 0.7418532174921408
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; 6; svd_reconstruct; svdn; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.56914894 0.50531915 0.57978723 0.65425532 0.61170213]; 0.5463258785942492; 0.5431309904153354; 0.578544061302682; 0.679213002566296; 0.8446808510638298; 0.601063829787234; 0.6432160804020101; 0.8648648648648649; 0.5627354627354628; 0.6416040100250627; 0.8152866242038217; 0.5422586967172954; 0.664292980671414; 0.8425806451612903; 0.5812144692304555
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; 6; svd_reconstruct; svdn; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.64673913 0.64130435 0.73369565 0.66847826 0.64673913]; 0.565359477124183; 0.6013071895424836; 0.7428198433420365; 0.839677047289504; 0.7913043478260869; 0.8489130434782608; 0.5491525423728814; 0.5510204081632653; 0.5648183801822616; 0.5850340136054422; 0.5850340136054422; 0.6006931074316518; 0.7293956043956045; 0.7042440318302388; 0.7422248436786155
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 794; 264; 264; 0.6006051437216339; 0.19969742813918306; 0.19969742813918306; [0.5875     0.54375    0.55063291 0.5443038  0.57594937]; 0.5833333333333334; 0.5568181818181818; 0.7405446293494705; 0.8657407407407407; 0.9420654911838791; 0.853904282115869; 0.5925925925925926; 0.6504065040650406; 0.5876145995502507; 0.6033898305084746; 0.664179104477612; 0.555166475315729; 0.7599720083974808; 0.8302752293577982; 0.7414849200681206
svm_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; 6; svd_reconstruct; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.66477273 0.67613636 0.71264368 0.67241379 0.74712644]; 0.6666666666666666; 0.7010309278350515; 0.6909340659340659; 0.5957446808510638; 0.448512585812357; 0.6956521739130435; 0.5836909871244634; 0.4533333333333333; 0.6734751773049645; 0.6027397260273973; 0.46153846153846156; 0.6969854469854471; 0.5945945945945946; 0.4520547945205479; 0.6915921355522849
ensemble_model_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; 6; svd_reconstruct; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.71195652 0.72282609 0.77717391 0.7173913  0.7173913 ]; 0.6862745098039216; 0.7091503267973857; 0.7245430809399478; 0.680161943319838; 0.5478260869565217; 0.7423913043478261; 0.6033057851239669; 0.4899328859060403; 0.6812721754370966; 0.6276150627615062; 0.5136986301369864; 0.700599315068493; 0.6546644844517185; 0.5298013245033113; 0.7217861191371125
ensemble_model_v2_N4_B196_E200_nb_zones_6_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1008; 336; 336; 0.6; 0.2; 0.2; [0.69306931 0.74257426 0.69306931 0.74257426 0.83      ]; 0.6458333333333334; 0.6815476190476191; 0.7160714285714286; 0.6920245398773006; 0.5595238095238095; 0.7509920634920635; 0.5734767025089607; 0.43478260869565216; 0.6680491990846681; 0.5770750988142292; 0.44785276073619634; 0.6747934323912196; 0.645879732739421; 0.5111633372502937; 0.7187903537879936
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; 8; svd_reconstruct; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.73140496 0.725      0.72916667 0.70416667 0.67916667]; 0.675; 0.74; 0.7302697302697303; 0.6584821428571429; 0.4908485856905158; 0.7454242928452579; 0.5859872611464968; 0.47668393782383417; 0.6682936597331731; 0.699421965317919; 0.599009900990099; 0.7414241424142416; 0.6529562982005142; 0.5100401606425703; 0.7291751499037902
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; 8; svd_reconstruct; svd; 1272; 424; 424; 0.6; 0.2; 0.2; [0.74609375 0.69291339 0.72047244 0.75590551 0.70866142]; 0.6816037735849056; 0.6580188679245284; 0.7183962264150944; 0.6801210898082746; 0.529874213836478; 0.7507861635220127; 0.6260387811634348; 0.5255813953488372; 0.6838433292533659; 0.5915492957746479; 0.4883720930232558; 0.66045398909536; 0.6502636203866432; 0.5206378986866792; 0.7195219853964705
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 1224; 408; 408; 0.6; 0.2; 0.2; [0.83739837 0.79674797 0.81147541 0.84016393 0.82377049]; 0.7352941176470589; 0.7573529411764706; 0.836764705882353; 0.8944723618090452; 0.8725490196078431; 0.8970588235294118; 0.7244897959183673; 0.7593582887700535; 0.737145207733443; 0.7681498829039812; 0.7772511848341233; 0.7566458969855896; 0.834575260804769; 0.8316831683168316; 0.8367153705661827
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; 8; svd_reconstruct; svdn; 1030; 343; 343; 0.6002331002331003; 0.1998834498834499; 0.1998834498834499; [0.52912621 0.58252427 0.51456311 0.56796117 0.52427184]; 0.5597667638483965; 0.577259475218659; 0.5763403263403264; 0.644095788604459; 0.7572815533980582; 0.5815533980582525; 0.5929919137466307; 0.6214689265536724; 0.5577224150840652; 0.6070460704607046; 0.6787878787878788; 0.5809669731018046; 0.6273705791901589; 0.7141190198366394; 0.5765007206284478
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; 8; svd_reconstruct; svdn; 1206; 402; 402; 0.6; 0.2; 0.2; [0.60330579 0.6322314  0.50826446 0.57083333 0.56666667]; 0.5671641791044776; 0.5298507462686567; 0.7343283582089553; 0.8697638994668698; 0.9469320066334992; 0.8582089552238807; 0.5972222222222223; 0.6548223350253807; 0.5688745821468366; 0.5694760820045559; 0.6038647342995169; 0.5275733927907841; 0.7554945054945055; 0.8192651439920556; 0.7341589927338145
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.63478261 0.61304348 0.64347826 0.6        0.61304348]; 0.5953002610966057; 0.5718015665796344; 0.7322546972860126; 0.8277087033747779; 0.8104347826086956; 0.8313043478260869; 0.5400593471810088; 0.48404255319148937; 0.5933033278777959; 0.52046783625731; 0.4810810810810811; 0.5688233688233688; 0.7157894736842105; 0.6814345991561181; 0.7317296962722739
svm_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; 8; svd_reconstruct; svdne; 1224; 408; 408; 0.6; 0.2; 0.2; [0.61788618 0.71138211 0.67622951 0.62295082 0.67622951]; 0.6936274509803921; 0.7230392156862745; 0.6813725490196079; 0.5588865096359743; 0.4264705882352941; 0.6633986928104575; 0.5819397993311037; 0.435; 0.6886538461538462; 0.6479750778816199; 0.5098039215686274; 0.7230392156862745; 0.5817245817245817; 0.4448818897637795; 0.6804487573818898
ensemble_model_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; 8; svd_reconstruct; svdne; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.74576271 0.72457627 0.74786325 0.72649573 0.69230769]; 0.6547314578005116; 0.7058823529411765; 0.7177914110429447; 0.6745689655172413; 0.5332197614991482; 0.7427597955706984; 0.5659163987138264; 0.43564356435643564; 0.6622662266226622; 0.6179401993355482; 0.510989010989011; 0.6932935485567064; 0.6415584415584414; 0.5087538619979403; 0.7163058650091224
ensemble_model_v2_N4_B196_E200_nb_zones_8_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.68965517 0.72844828 0.73275862 0.7        0.73913043]; 0.6883116883116883; 0.6883116883116883; 0.7180685358255452; 0.6800422386483632; 0.5570934256055363; 0.7378892733564013; 0.6; 0.48128342245989303; 0.6825609031491384; 0.6078431372549019; 0.4869109947643979; 0.6867544664543639; 0.6503541532517708; 0.5282426778242678; 0.7166986584997628
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; 10; svd_reconstruct; svd; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.67434211 0.72697368 0.68092105 0.71854305 0.73178808]; 0.7; 0.713953488372093; 0.7361111111111112; 0.6719160104986877; 0.5065963060686016; 0.7526385224274407; 0.6631853785900783; 0.5695067264573991; 0.7050432183011632; 0.6392961876832844; 0.5265700483091788; 0.7072312124953966; 0.6641671130155328; 0.5218855218855218; 0.7361111111111112
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; 10; svd_reconstruct; svd; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.70065789 0.69078947 0.69536424 0.69205298 0.7218543 ]; 0.7587006960556845; 0.7146171693735499; 0.7285353535353535; 0.6346153846153846; 0.4795244385733157; 0.7239101717305152; 0.723404255319149; 0.6415094339622641; 0.7568277763418626; 0.6821705426356588; 0.6027397260273972; 0.7164642026363401; 0.6617724174095438; 0.5311447811447811; 0.7285353535353535
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 1464; 488; 488; 0.6; 0.2; 0.2; [0.73469388 0.7414966  0.76369863 0.73630137 0.69863014]; 0.6710526315789473; 0.668859649122807; 0.7234848484848485; 0.7048092868988393; 0.5806010928961749; 0.7568306010928961; 0.5664739884393063; 0.43171806167400884; 0.6700075024527249; 0.5698005698005698; 0.4366812227074236; 0.6698824615739762; 0.6547556489753021; 0.5244107744107744; 0.7234848484848485
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; 10; svd_reconstruct; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.5794702  0.60927152 0.61333333 0.54666667 0.55333333]; 0.591743119266055; 0.5711009174311926; 0.5888047138047138; 0.6450116009280743; 0.7393617021276596; 0.5930851063829787; 0.6536964980544747; 0.7304347826086957; 0.5836639932460954; 0.6206896551724138; 0.7427184466019418; 0.5800548754748839; 0.642255584035152; 0.7382154882154882; 0.5888047138047139
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; 10; svd_reconstruct; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.58609272 0.55629139 0.57666667 0.58666667 0.54666667]; 0.5275229357798165; 0.536697247706422; 0.7327441077441077; 0.8587429993777224; 0.9175531914893617; 0.8490691489361701; 0.5521739130434782; 0.6047619047619047; 0.5302570585756426; 0.5809128630705394; 0.6194690265486725; 0.5335440370838601; 0.7508826990976855; 0.8055555555555556; 0.7327441077441077
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.58219178 0.54794521 0.58275862 0.55172414 0.52758621]; 0.5878524945770065; 0.5574837310195228; 0.7276936026936027; 0.8409805153991201; 0.9202200825309491; 0.8259972489683631; 0.6303501945525292; 0.6982758620689655; 0.5871291974100286; 0.6015625000000001; 0.6724890829694323; 0.5582273001054059; 0.7527703477264042; 0.8291245791245792; 0.7276936026936027
svm_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; 10; svd_reconstruct; svdne; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.66242038 0.67197452 0.66242038 0.69426752 0.64423077]; 0.6683168316831684; 0.7128712871287128; 0.6805555555555556; 0.5768911055694098; 0.44260204081632654; 0.6753826530612245; 0.5503355704697988; 0.4120603015075377; 0.6645667361196226; 0.6352201257861636; 0.4926829268292683; 0.7161907096457899; 0.5827377680043981; 0.44612794612794615; 0.6805555555555556
ensemble_model_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; 10; svd_reconstruct; svdne; 1400; 466; 466; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.67142857 0.72857143 0.68214286 0.69285714 0.72857143]; 0.6995708154506438; 0.7017167381974249; 0.7122641509433962; 0.6436363636363637; 0.5057142857142857; 0.7200000000000001; 0.6534653465346535; 0.5477178423236515; 0.7049700322729369; 0.6351706036745407; 0.5307017543859649; 0.6981239864366799; 0.6440318302387269; 0.5192472198460223; 0.7127620450046964
ensemble_model_v2_N4_B196_E200_nb_zones_10_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1598; 532; 532; 0.6003005259203607; 0.19984973703981967; 0.19984973703981967; [0.784375   0.74375    0.75625    0.753125   0.75471698]; 0.6169665809768637; 0.6298200514138818; 0.7213804713804713; 0.7119437939110069; 0.5707133917396746; 0.7690863579474342; 0.5329153605015674; 0.4358974358974359; 0.6174332540311922; 0.5231788079470199; 0.4072164948453608; 0.629249273063706; 0.6519453207150367; 0.5218855218855218; 0.7213804713804713
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; 12; svd_reconstruct; svd; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.68539326 0.70056497 0.73728814 0.6920904  0.6920904 ]; 0.7317880794701986; 0.7483443708609272; 0.7516835016835017; 0.6809137803979367; 0.5214446952595937; 0.7556433408577878; 0.6124401913875599; 0.44755244755244755; 0.7174869156001231; 0.6859504132231404; 0.5220125786163522; 0.7610062893081762; 0.6736725663716814; 0.5126262626262627; 0.7516835016835016
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; 12; svd_reconstruct; svd; 1812; 604; 604; 0.6; 0.2; 0.2; [0.70054945 0.6961326  0.69889503 0.73756906 0.69889503]; 0.7340425531914894; 0.7269503546099291; 0.7175925925925926; 0.6398334489937543; 0.5088300220750552; 0.7135761589403974; 0.6835443037974684; 0.5955882352941176; 0.7293009669621273; 0.6932270916334662; 0.5958904109589042; 0.7317687348912167; 0.6521513737687921; 0.5294612794612794; 0.7175925925925926
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svd; 4; 196; 200; zones; svd_reconstruct; svd; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.77906977 0.82848837 0.80409357 0.76900585 0.79532164]; 0.7915407854984894; 0.8187311178247734; 0.8657407407407407; 0.8824257425742574; 0.8319719953325554; 0.8891481913652275; 0.8099173553719008; 0.8647058823529412; 0.7894957983193278; 0.824561403508772; 0.8757763975155279; 0.8202411399342345; 0.8625592417061612; 0.8425925925925926; 0.8657407407407407
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; 12; svd_reconstruct; svdn; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.62087912 0.60164835 0.5989011  0.55769231 0.61263736]; 0.5719424460431655; 0.5611510791366906; 0.6073232323232324; 0.6567460317460317; 0.7274725274725274; 0.6197802197802198; 0.6269592476489028; 0.7194244604316546; 0.5719424460431655; 0.61875; 0.7122302158273381; 0.5611510791366907; 0.6485875706214689; 0.7247474747474747; 0.6073232323232324
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; 12; svd_reconstruct; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.60497238 0.60497238 0.58333333 0.63333333 0.62222222]; 0.541958041958042; 0.5979020979020979; 0.7710437710437711; 0.8247058823529411; 0.7771618625277162; 0.8348115299334813; 0.5559322033898305; 0.5616438356164384; 0.5415362035225049; 0.5907473309608541; 0.5928571428571429; 0.5977984344422701; 0.7609841827768015; 0.7289562289562289; 0.771043771043771
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svdn; 4; 196; 200; zones; svd_reconstruct; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.55337079 0.59550562 0.6011236  0.61864407 0.60169492]; 0.5366666666666666; 0.53; 0.7432659932659933; 0.8061104582843713; 0.7725225225225225; 0.8141891891891893; 0.5156794425087108; 0.45962732919254656; 0.542763304884043; 0.46387832699619774; 0.43884892086330934; 0.5237722865186112; 0.7291296625222025; 0.6910774410774411; 0.7432659932659933
svm_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; 12; svd_reconstruct; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.64124294 0.69491525 0.66666667 0.67231638 0.6779661 ]; 0.7458745874587459; 0.7128712871287128; 0.6994949494949495; 0.5864661654135338; 0.4406779661016949; 0.6892655367231638; 0.6515837104072398; 0.5070422535211268; 0.7317819963257808; 0.6419753086419753; 0.484472049689441; 0.728151517802467; 0.6020066889632107; 0.45454545454545453; 0.6994949494949495
ensemble_model_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; 12; svd_reconstruct; svdne; 1874; 624; 624; 0.6002562459961563; 0.19987187700192185; 0.19987187700192185; [0.68351064 0.7287234  0.71925134 0.65775401 0.70320856]; 0.7410358565737052; 0.7250996015936255; 0.718013468013468; 0.6368563685636857; 0.5016008537886874; 0.7139807897545358; 0.7031963470319634; 0.6363636363636364; 0.7374125874125874; 0.6905829596412557; 0.5923076923076923; 0.7300381436745074; 0.6506777893639208; 0.5252525252525253; 0.718013468013468
ensemble_model_v2_N4_B196_E200_nb_zones_12_svd_reconstruct_svdne; 4; 196; 200; zones; svd_reconstruct; svdne; 1644; 548; 548; 0.6; 0.2; 0.2; [0.72121212 0.72424242 0.67987805 0.70731707 0.72560976]; 0.7131147540983607; 0.6857923497267759; 0.7184343434343434; 0.6631657914478619; 0.537712895377129; 0.7268856447688565; 0.6464646464646465; 0.5106382978723404; 0.718802295003586; 0.5724907063197027; 0.43258426966292135; 0.6790580922782692; 0.6477093206951026; 0.5176767676767676; 0.7184343434343435
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; 4; ica_diff; svd; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.60833333 0.68333333 0.6        0.59322034 0.62711864]; 0.45454545454545453; 0.5404040404040404; 0.59375; 0.7280000000000001; 0.9161073825503355; 0.6577181208053692; 0.5714285714285714; 0.782608695652174; 0.4762100082034454; 0.6459143968871596; 0.8469387755102041; 0.5434693877551021; 0.6799046862589356; 0.8770491803278688; 0.5982468123861566
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; 4; ica_diff; svd; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.8015873  0.74603175 0.78571429 0.75       0.77419355]; 0.6009615384615384; 0.5432692307692307; 0.8243761996161229; 0.9919484702093398; 0.9840255591054313; 0.9920127795527156; 0.6406926406926406; 0.7184466019417476; 0.6020804438280167; 0.5454545454545454; 0.6195652173913043; 0.5511619190404797; 0.827521206409048; 0.8641732283464567; 0.8253450411395205
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 576; 192; 192; 0.6; 0.2; 0.2; [0.86206897 0.89655172 0.89655172 0.85964912 0.85087719]; 0.65625; 0.609375; 0.8291666666666667; 0.96; 0.9583333333333334; 0.9600694444444445; 0.648936170212766; 0.6039603960396039; 0.6591230551626591; 0.576271186440678; 0.6144578313253012; 0.6099812092406323; 0.825531914893617; 0.8220338983050848; 0.8290497360377883
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; 4; ica_diff; svdn; 624; 208; 208; 0.6; 0.2; 0.2; [0.88888889 0.92063492 0.92741935 0.91935484 0.91935484]; 0.47596153846153844; 0.5096153846153846; 0.775; 0.9623567921440261; 0.9423076923076923; 0.9631410256410257; 0.5622489959839357; 0.6422018348623854; 0.46756556389583914; 0.5048543689320388; 0.5909090909090909; 0.5204545454545455; 0.7804878048780488; 0.8172888015717092; 0.7758760392039338
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; 4; ica_diff; svdn; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.90909091 0.9        0.9        0.90769231 0.87692308]; 0.45622119815668205; 0.4930875576036866; 0.7891344383057091; 0.9984639016897081; 0.9969325153374233; 0.9984662576687117; 0.5426356589147286; 0.6730769230769231; 0.464857045609258; 0.6153846153846153; 0.7586206896551724; 0.4733697507681802; 0.80836820083682; 0.8846153846153846; 0.7886039886039887
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.91129032 0.92741935 0.94262295 0.90163934 0.90163934]; 0.47549019607843135; 0.47549019607843135; 0.7857142857142857; 0.9918962722852512; 0.996742671009772; 0.99185667752443; 0.5485232067510548; 0.6565656565656566; 0.4806637806637807; 0.5737051792828685; 0.7272727272727273; 0.4826839826839827; 0.8018099547511313; 0.8772277227722772; 0.7867763372081888
svm_model_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; 4; ica_diff; svdne; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.79166667 0.825      0.825      0.79661017 0.81355932]; 0.5353535353535354; 0.51010101010101; 0.7106854838709677; 0.8108108108108109; 0.7046979865771812; 0.8355704697986577; 0.5208333333333334; 0.5494505494505495; 0.536407517715929; 0.5764192139737991; 0.5739130434782609; 0.4977998952331063; 0.6943556975505858; 0.6468253968253969; 0.711732370543846
ensemble_model_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; 4; ica_diff; svdne; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.86507937 0.88888889 0.84920635 0.86507937 0.85483871]; 0.5550239234449761; 0.6028708133971292; 0.8154875717017208; 0.972712680577849; 0.964968152866242; 0.9729299363057325; 0.6436781609195402; 0.8076923076923077; 0.5562271062271062; 0.6406926406926406; 0.7708333333333334; 0.615505162241888; 0.8269058295964125; 0.896887159533074; 0.8168646323981159
ensemble_model_v2_N8_B0_E8_nb_zones_4_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.87068966 0.90517241 0.87931034 0.87931034 0.92241379]; 0.48186528497409326; 0.5958549222797928; 0.8043478260869565; 0.9809358752166378; 0.9758620689655172; 0.9810344827586206; 0.5370370370370371; 0.6373626373626373; 0.49024994613229905; 0.6320754716981132; 0.6979166666666666; 0.5963810137457044; 0.8119402985074626; 0.8553459119496856; 0.8049735694717753
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; 6; ica_diff; svd; 792; 264; 264; 0.6; 0.2; 0.2; [0.65       0.63924051 0.59493671 0.65822785 0.65189873]; 0.5075757575757576; 0.5378787878787878; 0.5924242424242424; 0.7063655030800822; 0.8686868686868687; 0.6388888888888888; 0.577922077922078; 0.7235772357723578; 0.5213630859712852; 0.6089743589743589; 0.6934306569343066; 0.5317546985458934; 0.6624843161856964; 0.8048780487804879; 0.5937040846312077
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; 6; ica_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.84090909 0.79885057 0.8908046  0.85632184 0.84482759]; 0.506896551724138; 0.603448275862069; 0.8181818181818182; 0.9930875576036866; 0.9885321100917431; 0.9931192660550457; 0.5925925925925926; 0.7375886524822695; 0.5130896282545576; 0.6866485013623977; 0.8571428571428571; 0.5999000999000998; 0.8335435056746533; 0.9129834254143646; 0.8184422621577319
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.84705882 0.82941176 0.81764706 0.81176471 0.83928571]; 0.5602836879432624; 0.5957446808510638; 0.8109065155807366; 0.9655172413793104; 0.9575471698113207; 0.9658018867924528; 0.6124999999999999; 0.7; 0.5612676056338027; 0.6437499999999999; 0.7573529411764706; 0.6012792103142627; 0.8197164078325455; 0.8671428571428571; 0.8113804173354735
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; 6; ica_diff; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.87096774 0.8655914  0.87096774 0.83870968 0.88586957]; 0.5275080906148867; 0.511326860841424; 0.796895213454075; 0.981661272923409; 0.9806034482758621; 0.9816810344827587; 0.6075268817204301; 0.6848484848484848; 0.5160353535353535; 0.5698005698005698; 0.6666666666666666; 0.5157232704402516; 0.8096969696969697; 0.8575096277278562; 0.7964210459369399
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; 6; ica_diff; svdn; 840; 280; 280; 0.6; 0.2; 0.2; [0.88690476 0.89880952 0.88690476 0.85714286 0.83333333]; 0.4857142857142857; 0.49642857142857144; 0.7957142857142857; 0.99880810488677; 0.9976190476190476; 0.9988095238095238; 0.4744525547445256; 0.4513888888888889; 0.48672385620915026; 0.47970479704797053; 0.4961832061068702; 0.4964137507044418; 0.7933526011560694; 0.7899280575539568; 0.7956732486351344
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.92307692 0.92307692 0.96703297 0.86813187 0.93406593]; 0.46204620462046203; 0.47854785478547857; 0.7869393139841688; 0.9978070175438596; 1.0; 0.9978021978021978; 0.3179916317991632; 0.2289156626506024; 0.4867206050479289; 0.3416666666666666; 0.2847222222222222; 0.4694051362683439; 0.7677929547088426; 0.6980392156862745; 0.7877679433957337
svm_model_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; 6; ica_diff; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.73684211 0.78421053 0.72631579 0.80851064 0.7606383 ]; 0.5238095238095238; 0.5777777777777777; 0.6979695431472082; 0.8102261553588986; 0.8710359408033826; 0.7959830866807611; 0.5481927710843373; 0.5833333333333334; 0.52437106918239; 0.6122448979591837; 0.6481481481481481; 0.5757080610021786; 0.7186761229314421; 0.7686472819216182; 0.6976994371391531
ensemble_model_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; 6; ica_diff; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.88636364 0.82954545 0.83908046 0.79310345 0.84482759]; 0.570446735395189; 0.5429553264604811; 0.8083791208791209; 0.9758342922899885; 0.9702517162471396; 0.9759725400457665; 0.5954692556634305; 0.6052631578947368; 0.5688186293070807; 0.5639344262295083; 0.6187050359712231; 0.5461946232487694; 0.8118678354686446; 0.8269230769230769; 0.8083791208791208
ensemble_model_v2_N8_B0_E8_nb_zones_6_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.83707865 0.85955056 0.82954545 0.875      0.875     ]; 0.5136054421768708; 0.5238095238095238; 0.7887228260869565; 0.9683972911963882; 0.9705882352941176; 0.9683257918552037; 0.6016713091922006; 0.7714285714285715; 0.5253246753246753; 0.6111111111111112; 0.7586206896551724; 0.5269613515389956; 0.8062305295950156; 0.889958734525447; 0.7899458102157437
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; 8; ica_diff; svd; 1104; 368; 368; 0.6; 0.2; 0.2; [0.63063063 0.59009009 0.70454545 0.61818182 0.65909091]; 0.5570652173913043; 0.5625; 0.6228260869565218; 0.6777003484320557; 0.7047101449275363; 0.6648550724637681; 0.6479481641468684; 0.8064516129032258; 0.554324707550514; 0.6461538461538462; 0.7903225806451613; 0.5599964551577454; 0.6640851887705711; 0.7424242424242424; 0.6223038242688897
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; 8; ica_diff; svd; 1050; 350; 350; 0.6; 0.2; 0.2; [0.83809524 0.81428571 0.8        0.84761905 0.84761905]; 0.5285714285714286; 0.5342857142857143; 0.8034285714285714; 0.9846153846153846; 0.9752380952380952; 0.9847619047619048; 0.6325167037861915; 0.8554216867469879; 0.5445586694604505; 0.6401766004415012; 0.8734939759036144; 0.550877422734416; 0.8228630278063851; 0.9323220536756126; 0.8060266483383661
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.84259259 0.85185185 0.84722222 0.85981308 0.81775701]; 0.5418994413407822; 0.4972067039106145; 0.7912946428571429; 0.9719626168224298; 0.966542750929368; 0.9721189591078068; 0.645021645021645; 0.7602040816326531; 0.5189909297052154; 0.5945945945945945; 0.7904191616766467; 0.5156284290058626; 0.8107287449392712; 0.8890122086570478; 0.7907462839020368
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; 8; ica_diff; svdn; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.88934426 0.85245902 0.89344262 0.90082645 0.89669421]; 0.5135802469135803; 0.49382716049382713; 0.7922013820335637; 0.9843104872006606; 0.9802631578947368; 0.984375; 0.5532879818594105; 0.6161616161616161; 0.5158102766798418; 0.5287356321839081; 0.5180180180180181; 0.49124944616747895; 0.7982750359367514; 0.8103112840466926; 0.7919291891175346
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; 8; ica_diff; svdn; 1304; 434; 434; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.85877863 0.83969466 0.84230769 0.82692308 0.86923077]; 0.5299539170506913; 0.5184331797235023; 0.8061694290976059; 0.9938366718027735; 0.9892638036809815; 0.9938650306748466; 0.593625498007968; 0.6506550218340611; 0.5228884865267867; 0.5760649087221095; 0.6729857819905213; 0.5225915457037809; 0.8163977322285215; 0.8571428571428571; 0.8058862433862434
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.88990826 0.8440367  0.89908257 0.84862385 0.92201835]; 0.4628099173553719; 0.5041322314049587; 0.7890969162995595; 0.9926470588235295; 0.9908256880733946; 0.9926605504587155; 0.5637583892617449; 0.6923076923076923; 0.4621759456013599; 0.5544554455445544; 0.6054054054054054; 0.5021409049498937; 0.8024755028365137; 0.8530701754385965; 0.7888138487812452
svm_model_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; 8; ica_diff; svdne; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.7826087  0.8        0.76521739 0.74347826 0.74561404]; 0.5157068062827225; 0.4973821989528796; 0.6830543933054394; 0.7889400921658986; 0.7456445993031359; 0.8005226480836236; 0.5687645687645687; 0.5922330097087378; 0.5091846866725507; 0.5514018691588785; 0.659217877094972; 0.5069488400253186; 0.6879505664263645; 0.6965589155370178; 0.683011881692958
ensemble_model_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; 8; ica_diff; svdne; 1080; 360; 360; 0.6; 0.2; 0.2; [0.83333333 0.91203704 0.86111111 0.875      0.87037037]; 0.5333333333333333; 0.5083333333333333; 0.7844444444444445; 0.960514233241506; 0.9685185185185186; 0.9601851851851853; 0.6425531914893617; 0.8074866310160428; 0.522240425334611; 0.6109890109890109; 0.8224852071005917; 0.5264258496235943; 0.8073485600794439; 0.9073660714285714; 0.7849883454487989
ensemble_model_v2_N8_B0_E8_nb_zones_8_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.89495798 0.8487395  0.86554622 0.85714286 0.88235294]; 0.5126262626262627; 0.5050505050505051; 0.7795156407669022; 0.9599332220367279; 0.9663865546218487; 0.9596638655462184; 0.5776805251641138; 0.7021276595744681; 0.521736906710311; 0.6048387096774194; 0.7142857142857143; 0.4915514592933948; 0.796838679683868; 0.8630412890231621; 0.7793467314681028
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; 10; ica_diff; svd; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.60738255 0.5704698  0.59121622 0.62162162 0.60135135]; 0.5919282511210763; 0.6143497757847534; 0.6127946127946128; 0.7017913593256058; 0.8975741239892183; 0.6185983827493262; 0.6818181818181818; 0.9069767441860465; 0.6028390214436725; 0.7123745819397994; 0.922077922077922; 0.6028994261552401; 0.7001303780964798; 0.9040404040404041; 0.6127946127946129
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; 10; ica_diff; svd; 1406; 468; 468; 0.6003415883859948; 0.19982920580700256; 0.19982920580700256; [0.83687943 0.81560284 0.78014184 0.80714286 0.78928571]; 0.5106837606837606; 0.5213675213675214; 0.804867634500427; 0.9971509971509971; 0.9957325746799431; 0.9971550497866287; 0.5813528336380255; 0.7130044843049327; 0.5197675482749153; 0.6254180602006688; 0.757085020242915; 0.507501786139557; 0.8207140054923499; 0.8917306052855924; 0.8047190237719664
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 1554; 518; 518; 0.6; 0.2; 0.2; [0.87820513 0.89423077 0.8516129  0.84516129 0.84516129]; 0.5206812652068127; 0.5352798053527981; 0.8232323232323232; 0.9793814432989691; 0.9781209781209781; 0.9794079794079794; 0.5491990846681922; 0.5529953917050692; 0.518765737089648; 0.5484633569739953; 0.5979381443298969; 0.5386004085704784; 0.8258706467661691; 0.8383838383838383; 0.8232323232323231
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; 10; ica_diff; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.90202703 0.89527027 0.90136054 0.91156463 0.90816327]; 0.5188470066518847; 0.5055432372505543; 0.8080808080808081; 0.989159891598916; 0.9905020352781547; 0.989145183175034; 0.6239168110918545; 0.8411214953271028; 0.5344847982964628; 0.626465661641541; 0.7890295358649789; 0.49030916045585393; 0.8279245283018869; 0.9234006734006734; 0.8080808080808081
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; 10; ica_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.8877551  0.89455782 0.89726027 0.90753425 0.91438356]; 0.5; 0.48903508771929827; 0.8047138047138047; 0.997946611909651; 0.9959016393442623; 0.9979508196721312; 0.5421686746987951; 0.6192660550458715; 0.5050111787834399; 0.5527831094049903; 0.6050420168067226; 0.48371366895382006; 0.8129032258064516; 0.8484848484848485; 0.8047138047138047
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.87676056 0.90492958 0.87676056 0.91197183 0.89007092]; 0.5190677966101694; 0.5444915254237288; 0.8103302286198137; 0.9957507082152974; 0.9915373765867419; 0.995768688293371; 0.5772811918063315; 0.6512605042016807; 0.5179379444085326; 0.5904761904761906; 0.6652360515021459; 0.5460071470899851; 0.8189167340339532; 0.8584745762711864; 0.810370959878402
svm_model_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; 10; ica_diff; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.79109589 0.77739726 0.84246575 0.78767123 0.77054795]; 0.5131004366812227; 0.5131004366812227; 0.6973905723905723; 0.8228423101881895; 0.8684931506849315; 0.8130136986301371; 0.5566600397614315; 0.6140350877192983; 0.5135392829900839; 0.5476673427991886; 0.5869565217391305; 0.5127765064836003; 0.7165944028379976; 0.7651515151515151; 0.6973905723905724
ensemble_model_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; 10; ica_diff; svdne; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.82517483 0.84965035 0.82167832 0.8415493  0.82746479]; 0.5494736842105263; 0.5178947368421053; 0.7975589225589226; 0.9735376044568245; 0.9803646563814866; 0.9733520336605891; 0.6397306397306398; 0.8016877637130801; 0.5500035457220863; 0.6098807495741055; 0.7521008403361344; 0.5174006311385313; 0.8162017577378677; 0.898989898989899; 0.7975589225589226
ensemble_model_v2_N8_B0_E8_nb_zones_10_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.82119205 0.85333333 0.87333333 0.84       0.82      ]; 0.5537757437070938; 0.5491990846681922; 0.8152356902356902; 0.9684351914036265; 0.9600532623169108; 0.9687083888149134; 0.5842217484008528; 0.6682926829268293; 0.5604394449116905; 0.6036217303822938; 0.646551724137931; 0.5427880571909167; 0.8211812627291243; 0.8484848484848485; 0.8152356902356903
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; 12; ica_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.61299435 0.60795455 0.60795455 0.58238636 0.60795455]; 0.5863192182410424; 0.5830618892508144; 0.6119528619528619; 0.6738386308068459; 0.7820658342792282; 0.6214528944381386; 0.652054794520548; 0.7880794701986755; 0.5895525556121584; 0.6613756613756614; 0.8012820512820513; 0.5794489726608932; 0.669296987087518; 0.7853535353535354; 0.611952861952862
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; 12; ica_diff; svd; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.84285714 0.80571429 0.78448276 0.83045977 0.82471264]; 0.5411392405063291; 0.5506329113924051; 0.8712121212121212; 0.9890363531448356; 0.9827981651376146; 0.989105504587156; 0.6310432569974554; 0.7515151515151515; 0.5313867148304234; 0.6358974358974359; 0.8211920529801324; 0.5621111780052177; 0.8783783783783784; 0.9301346801346801; 0.8712121212121212
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svd; 8; 0; 8; zones; ica_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.85945946 0.82972973 0.84324324 0.81351351 0.84782609]; 0.4962121212121212; 0.5606060606060606; 0.875; 0.974025974025974; 0.974025974025974; 0.974025974025974; 0.6029850746268656; 0.7829457364341085; 0.5025839793281653; 0.6484848484848486; 0.7925925925925926; 0.555211024978467; 0.8818145642658177; 0.9326599326599326; 0.875
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; 12; ica_diff; svdn; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.88315217 0.89402174 0.85597826 0.89402174 0.89344262]; 0.5353159851301115; 0.5204460966542751; 0.882996632996633; 0.986842105263158; 0.9793253536452666; 0.9869423286180632; 0.6130030959752322; 0.7333333333333333; 0.5345771144278607; 0.5852090032154341; 0.6791044776119403; 0.5210337202874515; 0.886899918633035; 0.9175084175084175; 0.882996632996633
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; 12; ica_diff; svdn; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.87222222 0.89106145 0.90223464 0.89106145 0.89106145]; 0.4794520547945205; 0.4863013698630137; 0.8716329966329966; 0.9983230855226384; 0.9966517857142857; 0.9983258928571428; 0.5978835978835979; 0.743421052631579; 0.4681390977443609; 0.5967741935483871; 0.7928571428571428; 0.4984022556390977; 0.8798739661283971; 0.9402356902356902; 0.8716329966329966
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svdn; 8; 0; 8; zones; ica_diff; svdn; 1700; 566; 566; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.88529412 0.90294118 0.90294118 0.92058824 0.91470588]; 0.4378698224852071; 0.5443786982248521; 0.8497474747474747; 0.9923122412773506; 0.9870588235294118; 0.9923529411764707; 0.43113772455089816; 0.4186046511627907; 0.4382179882319978; 0.5416666666666666; 0.5481927710843374; 0.5444452227514711; 0.8487928843710293; 0.8434343434343434; 0.8497474747474748
svm_model_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; 12; ica_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.77683616 0.74858757 0.75141243 0.72159091 0.73011364]; 0.5639344262295082; 0.5409836065573771; 0.7154882154882155; 0.7810972297664313; 0.8142695356738392; 0.7718006795016987; 0.5163636363636364; 0.47651006711409394; 0.5619729822749957; 0.4852941176470588; 0.4230769230769231; 0.5437532266391327; 0.7169179229480737; 0.7205387205387206; 0.7154882154882154
ensemble_model_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; 12; ica_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.82485876 0.79661017 0.86723164 0.8559322  0.84463277]; 0.5115511551155115; 0.4884488448844885; 0.8569023569023569; 0.9790368271954675; 0.976271186440678; 0.9790960451977402; 0.5978260869565217; 0.7284768211920529; 0.5122647263855001; 0.5799457994579945; 0.7039473684210527; 0.48773527361449986; 0.8641087130295764; 0.9099326599326599; 0.8569023569023568
ensemble_model_v2_N8_B0_E8_nb_zones_12_ica_diff_svdne; 8; 0; 8; zones; ica_diff; svdne; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.84636872 0.83240223 0.80617978 0.83988764 0.84831461]; 0.43243243243243246; 0.4358108108108108; 0.8396464646464646; 0.9740698985343856; 0.968609865470852; 0.9742152466367715; 0.5000000000000001; 0.5915492957746479; 0.4386317907444668; 0.5424657534246575; 0.6428571428571429; 0.4270623742454729; 0.8460606060606061; 0.8813131313131313; 0.8396464646464646
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; 4; ica_diff; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.77678571 0.73214286 0.74107143 0.65454545 0.70909091]; 0.7405405405405405; 0.7081081081081081; 0.7278617710583153; 0.7448979591836735; 0.7877697841726619; 0.7302158273381295; 0.7757009345794392; 0.7614678899082569; 0.7359971028488653; 0.7352941176470589; 0.7281553398058253; 0.705541084537059; 0.7495029821073558; 0.7693877551020408; 0.7252902078262499
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; 4; ica_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.94067797 0.95762712 0.87068966 0.97413793 0.94827586]; 0.7268041237113402; 0.7164948453608248; 0.8796296296296297; 0.9845094664371773; 0.9794520547945206; 0.9845890410958904; 0.7623318385650224; 0.8947368421052632; 0.7301967038809144; 0.7773279352226722; 0.9056603773584906; 0.6971483704974272; 0.8886774500475737; 0.947261663286004; 0.8786412700563632
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 724; 241; 241; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.95890411 0.99315068 0.97222222 0.97222222 0.98611111]; 0.6224066390041494; 0.6970954356846473; 0.8631840796019901; 0.9986168741355463; 0.9972375690607734; 0.9986187845303867; 0.6915254237288135; 0.8793103448275862; 0.6316551724137931; 0.778115501519757; 0.9552238805970149; 0.6645278281489748; 0.8775055679287305; 0.9656862745098039; 0.8616310160427808
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; 4; ica_diff; svdn; 558; 186; 186; 0.6; 0.2; 0.2; [0.83928571 0.80357143 0.79464286 0.77678571 0.79090909]; 0.6290322580645161; 0.5483870967741935; 0.7860215053763441; 0.916058394160584; 0.899641577060932; 0.9175627240143369; 0.6877828054298643; 0.7755102040816326; 0.6207096474953618; 0.5670103092783505; 0.6470588235294118; 0.5562026790914385; 0.7933541017653167; 0.8268398268398268; 0.7862831612831613
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; 4; ica_diff; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.71774194 0.71774194 0.75806452 0.75       0.80327869]; 0.6747572815533981; 0.6990291262135923; 0.8689320388349514; 0.9903225806451612; 0.9935275080906149; 0.9902912621359223; 0.7048458149779736; 0.7920792079207921; 0.676991984912777; 0.7129629629629629; 0.8105263157894737; 0.7070649596965386; 0.8730009407337723; 0.9188118811881189; 0.8698821310702499
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.89090909 0.92727273 0.93636364 0.81818182 0.92592593]; 0.6593406593406593; 0.6373626373626373; 0.8453947368421053; 0.9762340036563071; 0.9744525547445255; 0.9762773722627737; 0.7047619047619048; 0.7872340425531915; 0.6549806576402321; 0.6699999999999999; 0.7613636363636364; 0.6413201160541585; 0.8526645768025078; 0.8947368421052632; 0.8453947368421053
svm_model_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; 4; ica_diff; svdne; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.99152542 0.96610169 0.99137931 0.96551724 1.        ]; 0.6185567010309279; 0.711340206185567; 0.8641975308641975; 0.9965753424657534; 0.9965753424657534; 0.9965753424657535; 0.6890756302521008; 0.8541666666666666; 0.6209608843537415; 0.7477477477477478; 0.8137254901960784; 0.7057757885763001; 0.8735632183908045; 0.9306122448979591; 0.8636463714116352
ensemble_model_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; 4; ica_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.99166667 1.         0.98305085 0.99152542 0.99152542]; 0.6243654822335025; 0.6548223350253807; 0.8559837728194726; 1.0; 1.0; 1.0; 0.7109375; 0.91; 0.6199484536082475; 0.7364341085271319; 0.9223300970873787; 0.6420161123734766; 0.8716094032549728; 0.9659318637274549; 0.8546291762169101
ensemble_model_v2_N8_B46_E54_nb_zones_4_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.98360656 0.99166667 0.96666667 1.         0.98333333]; 0.645; 0.68; 0.8652694610778443; 1.0; 1.0; 1.0; 0.6899563318777292; 0.79; 0.645; 0.7310924369747899; 0.8613861386138614; 0.678167816781678; 0.8737137511693172; 0.9302788844621513; 0.8651394422310758
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; 6; ica_diff; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.72340426 0.6827957  0.70967742 0.76344086 0.67741935]; 0.6612903225806451; 0.6548387096774193; 0.6900773195876289; 0.7014428412874584; 0.6781115879828327; 0.7113733905579399; 0.6991404011461317; 0.8356164383561644; 0.6708569996658871; 0.6985915492957746; 0.7654320987654321; 0.6496079412746079; 0.7003115264797508; 0.7260981912144703; 0.690169918229343
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; 6; ica_diff; svd; 846; 282; 282; 0.6; 0.2; 0.2; [0.93529412 0.95882353 0.95294118 0.9702381  0.96428571]; 0.6773049645390071; 0.7056737588652482; 0.875177304964539; 0.9976303317535545; 0.9952718676122931; 0.9976359338061466; 0.7182662538699691; 0.8285714285714286; 0.6783702213279679; 0.7621776504297995; 0.8209876543209876; 0.6854938271604939; 0.8839050131926122; 0.9241379310344827; 0.8737477976340298
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [0.96067416 0.97191011 0.96629213 0.92134831 0.97727273]; 0.7364864864864865; 0.668918918918919; 0.8804054054054054; 0.9988726042841037; 0.9977477477477478; 0.9988738738738738; 0.7678571428571428; 0.832258064516129; 0.7317318691374972; 0.6937500000000001; 0.7985611510791367; 0.6763506392338359; 0.8852883992222942; 0.9254742547425474; 0.8805268847836727
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; 6; ica_diff; svdn; 804; 268; 268; 0.6; 0.2; 0.2; [0.84567901 0.77160494 0.7625     0.78125    0.85625   ]; 0.7238805970149254; 0.6119402985074627; 0.8134328358208955; 0.9086294416243654; 0.8905472636815921; 0.9104477611940298; 0.7581699346405228; 0.7785234899328859; 0.7169928374034178; 0.6148148148148149; 0.6693548387096774; 0.6159274193548387; 0.8167155425219941; 0.8251851851851851; 0.8133444722918408
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; 6; ica_diff; svdn; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.78865979 0.78645833 0.80208333 0.828125   0.78125   ]; 0.625; 0.609375; 0.8014981273408239; 0.927363184079602; 0.9688149688149689; 0.924116424116424; 0.696969696969697; 0.8023255813953488; 0.6106222501571339; 0.6684350132625995; 0.8289473684210527; 0.6198308270676691; 0.8211473565804275; 0.906832298136646; 0.8009694740369553
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.80319149 0.76344086 0.84946237 0.77956989 0.79569892]; 0.6483870967741936; 0.632258064516129; 0.8279639175257731; 0.9534883720930232; 0.9678111587982833; 0.9527896995708154; 0.668693009118541; 0.650887573964497; 0.6481388224432414; 0.6041666666666666; 0.564935064935065; 0.6318265068265068; 0.8291746641074856; 0.8212927756653993; 0.8280775804932501
svm_model_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; 6; ica_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.984375   0.97916667 0.96875    0.96354167 0.98947368]; 0.670846394984326; 0.7147335423197492; 0.8740601503759399; 0.9947643979057591; 0.9916492693110647; 0.9947807933194155; 0.7154471544715447; 0.7764705882352941; 0.6634030793525464; 0.7346938775510204; 0.8513513513513513; 0.7239212897107634; 0.8794241151769646; 0.9196988707653702; 0.874117270176177
ensemble_model_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; 6; ica_diff; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.97752809 0.98295455 0.97727273 0.98863636 0.97727273]; 0.6122448979591837; 0.6666666666666666; 0.854421768707483; 0.9977272727272727; 0.9954648526077098; 0.997732426303855; 0.6607142857142858; 0.7551020408163265; 0.6122448979591837; 0.7012195121951219; 0.777027027027027; 0.6659107737874861; 0.86139896373057; 0.9035326086956522; 0.8543548602061369
ensemble_model_v2_N8_B46_E54_nb_zones_6_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.97222222 0.99444444 0.98888889 0.98888889 0.98876404]; 0.6889632107023411; 0.6722408026755853; 0.8723262032085561; 1.0; 1.0; 1.0; 0.7380281690140844; 0.8343949044585988; 0.6812819592715529; 0.697530864197531; 0.8308823529411765; 0.6853798267773368; 0.8788839568801522; 0.9339622641509434; 0.87281667584205
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; 8; ica_diff; svd; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.72522523 0.75909091 0.75909091 0.77272727 0.76363636]; 0.6866485013623979; 0.6784741144414169; 0.7276688453159041; 0.764342453662842; 0.7858439201451906; 0.7577132486388386; 0.7012987012987013; 0.6958762886597938; 0.6860884333472379; 0.6927083333333334; 0.751412429378531; 0.6809693725840024; 0.7371188222923238; 0.7603036876355749; 0.7275260232488596
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; 8; ica_diff; svd; 1236; 412; 412; 0.6; 0.2; 0.2; [0.9233871  0.93548387 0.93145161 0.95934959 0.94308943]; 0.691747572815534; 0.691747572815534; 0.8694174757281553; 0.9877750611246944; 0.9805825242718447; 0.9878640776699029; 0.7413441955193483; 0.91; 0.6979245283018869; 0.7381443298969074; 0.8861386138613861; 0.6954502593116454; 0.8778937812074444; 0.9480392156862745; 0.8701734539969833
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.96694215 0.9214876  0.96280992 0.98347107 0.96666667]; 0.6492537313432836; 0.6890547263681592; 0.8663021868787276; 0.9975103734439834; 0.9950331125827815; 0.9975165562913908; 0.6967741935483871; 0.7980295566502463; 0.6477584969180881; 0.7288503253796096; 0.8316831683168316; 0.6883415841584157; 0.8737681839511966; 0.9226957383548068; 0.8661335122481909
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; 8; ica_diff; svdn; 1312; 437; 437; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; [0.76136364 0.80534351 0.78625954 0.76717557 0.79007634]; 0.5903890160183066; 0.5743707093821511; 0.7497712717291857; 0.8647845468053492; 0.8871951219512195; 0.861280487804878; 0.6150537634408603; 0.6589861751152074; 0.5908567239212401; 0.5921052631578947; 0.6308411214953271; 0.5755102468463182; 0.7587119541243935; 0.7911683532658693; 0.7499972794536808
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; 8; ica_diff; svdn; 1134; 378; 378; 0.6; 0.2; 0.2; [0.8377193  0.76315789 0.83185841 0.80088496 0.80973451]; 0.671957671957672; 0.6666666666666666; 0.8417989417989418; 0.9578675838349097; 0.982363315696649; 0.95679012345679; 0.6960784313725491; 0.7029702970297029; 0.6696669666966696; 0.6752577319587629; 0.7197802197802198; 0.6685635792778649; 0.8473711077080143; 0.8727655099894848; 0.8416010723536348
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 1176; 392; 392; 0.6; 0.2; 0.2; [0.77118644 0.80084746 0.82627119 0.8034188  0.78205128]; 0.6301020408163265; 0.6352040816326531; 0.8311224489795919; 0.9642560266001662; 0.9863945578231292; 0.9634353741496599; 0.7070707070707071; 0.8536585365853658; 0.6193426372766402; 0.6963906581740976; 0.8159203980099502; 0.6304732880102106; 0.847395112955279; 0.9245472837022133; 0.8297684658676698
svm_model_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; 8; ica_diff; svdne; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.95535714 0.95945946 0.95045045 0.96846847 0.94594595]; 0.6243243243243243; 0.6216216216216216; 0.8336933045356372; 0.9738503155996394; 0.9712230215827338; 0.9739208633093526; 0.683371298405467; 0.8333333333333334; 0.6298245614035088; 0.6929824561403509; 0.8229166666666666; 0.6137055243445693; 0.846307385229541; 0.9137931034482759; 0.8335199283475145
ensemble_model_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; 8; ica_diff; svdne; 1224; 408; 408; 0.6; 0.2; 0.2; [0.97560976 0.9796748  0.9795082  0.95491803 0.95901639]; 0.7009803921568627; 0.6813725490196079; 0.8705882352941177; 0.99009900990099; 0.9803921568627451; 0.9901960784313726; 0.7188940092165899; 0.78; 0.7025; 0.7085201793721972; 0.7632850241545893; 0.6801499747638617; 0.8738049713193116; 0.8969578017664377; 0.8706140624894871
ensemble_model_v2_N8_B46_E54_nb_zones_8_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 1176; 392; 392; 0.6; 0.2; 0.2; [0.94491525 0.99152542 0.97457627 0.97863248 0.96581197]; 0.6581632653061225; 0.6862244897959183; 0.8663265306122448; 0.995730145175064; 0.9914965986394558; 0.995748299319728; 0.7008928571428571; 0.8092783505154639; 0.659689680308237; 0.7260579064587974; 0.8190954773869347; 0.6841591376571978; 0.8733075435203095; 0.9204892966360856; 0.8662712060299937
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; 10; ica_diff; svd; 1638; 546; 546; 0.6; 0.2; 0.2; [0.71341463 0.75914634 0.70731707 0.75       0.77300613]; 0.6991869918699187; 0.6964769647696477; 0.7285353535353535; 0.7491082045184304; 0.7692307692307693; 0.7423687423687423; 0.6873239436619718; 0.6777777777777778; 0.6986772486772487; 0.7005347593582888; 0.6931216931216931; 0.6965608465608465; 0.7324761509746992; 0.7432659932659933; 0.7285353535353536
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; 10; ica_diff; svd; 1400; 466; 466; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.93928571 0.93571429 0.95       0.95714286 0.93928571]; 0.6373390557939914; 0.6781115879828327; 0.8619210977701544; 0.997855611150822; 0.9971428571428571; 0.9978571428571428; 0.7224958949096879; 0.9734513274336283; 0.6471423303834808; 0.7540983606557378; 0.9745762711864406; 0.6742446573323508; 0.8770053475935828; 0.9879518072289156; 0.8623519719905262
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.92657343 0.95454545 0.94405594 0.94755245 0.94755245]; 0.7484143763213531; 0.7399577167019028; 0.8947811447811448; 0.9943741209563994; 0.9888111888111888; 0.9944055944055944; 0.7586206896551725; 0.7923728813559322; 0.7485071157834514; 0.7611650485436894; 0.8270042194092827; 0.7397732961453194; 0.897119341563786; 0.9175084175084175; 0.8947811447811447
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; 10; ica_diff; svdn; 1422; 474; 474; 0.6; 0.2; 0.2; [0.76573427 0.75352113 0.83802817 0.80985915 0.76056338]; 0.6582278481012658; 0.6434599156118144; 0.7755274261603375; 0.867501647989453; 0.9254571026722925; 0.8586497890295359; 0.6977611940298507; 0.7890295358649789; 0.6582278481012658; 0.6793168880455409; 0.7521008403361344; 0.6429995727104402; 0.7937984496124031; 0.863406408094435; 0.7754532040472175
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; 10; ica_diff; svdn; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.79084967 0.8125     0.80263158 0.80921053 0.76644737]; 0.5971896955503513; 0.6838407494145199; 0.8484848484848485; 0.9661341853035145; 0.9934296977660972; 0.9651773981603153; 0.6073059360730594; 0.6363636363636364; 0.597998331943286; 0.6979865771812082; 0.7155963302752294; 0.6831570168122559; 0.8530612244897959; 0.8796296296296297; 0.8484848484848486
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 1506; 502; 502; 0.6; 0.2; 0.2; [0.78807947 0.78807947 0.76821192 0.75333333 0.76333333]; 0.6574712643678161; 0.6781609195402298; 0.851010101010101; 0.9580374435119433; 0.9853917662682603; 0.9568393094289508; 0.7084148727984345; 0.7973568281938326; 0.6510822602507624; 0.7233201581027667; 0.8798076923076923; 0.6865998813961368; 0.8620420888542478; 0.930976430976431; 0.851010101010101
svm_model_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; 10; ica_diff; svdne; 1590; 530; 530; 0.6; 0.2; 0.2; [0.9591195  0.96540881 0.97798742 0.96226415 0.97484277]; 0.6183206106870229; 0.638676844783715; 0.8665824915824916; 0.9841068022886205; 0.9735849056603774; 0.9842767295597484; 0.6621621621621621; 0.7777777777777778; 0.6241830065359477; 0.6926406926406926; 0.7843137254901961; 0.6328976034858388; 0.8721258572004841; 0.9099326599326599; 0.8665824915824916
ensemble_model_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; 10; ica_diff; svdne; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.96753247 0.9512987  0.96078431 0.97058824 0.96732026]; 0.8028503562945368; 0.8076009501187649; 0.922979797979798; 0.987475280158207; 0.9765319426336375; 0.9876140808344198; 0.8091954022988506; 0.8502415458937198; 0.8036254458440562; 0.8179775280898877; 0.8504672897196262; 0.8068761569371078; 0.9236545682102628; 0.9318181818181818; 0.9229797979797979
ensemble_model_v2_N8_B46_E54_nb_zones_10_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 1424; 474; 474; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.94755245 0.97552448 0.96478873 0.96478873 0.96126761]; 0.6286919831223629; 0.6856540084388185; 0.8596121416526138; 0.9943582510578279; 0.9901685393258427; 0.9943820224719101; 0.7037037037037036; 0.908695652173913; 0.6367248752672844; 0.7495798319327731; 0.9102040816326531; 0.6778094643971126; 0.8722669735327963; 0.95787700084246; 0.859529217720808
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; 12; ica_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.70056497 0.73446328 0.72443182 0.71590909 0.73011364]; 0.7875816993464052; 0.7450980392156863; 0.7449494949494949; 0.7465790914066776; 0.7732426303854876; 0.7375283446712019; 0.7882736156351792; 0.7908496732026143; 0.7875816993464051; 0.738255033557047; 0.7189542483660131; 0.7450980392156863; 0.7508223684210527; 0.7685185185185185; 0.744949494949495
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; 12; ica_diff; svd; 1704; 568; 568; 0.6; 0.2; 0.2; [0.91812865 0.93567251 0.91470588 0.93823529 0.94705882]; 0.7142857142857143; 0.7113095238095238; 0.9145622895622896; 0.9941245593419505; 0.9929577464788732; 0.9941314553990611; 0.7538461538461538; 0.8963414634146342; 0.7185195689166195; 0.7684964200477329; 0.936046511627907; 0.7058281338627339; 0.9191557148546395; 0.9713804713804713; 0.9145622895622896
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svd; 8; 46; 54; zones; ica_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.94475138 0.92541436 0.95       0.97222222 0.96111111]; 0.7342657342657343; 0.7132867132867133; 0.9297138047138047; 0.994991652754591; 0.991130820399113; 0.9950110864745012; 0.7816091954022988; 0.9379310344827586; 0.7313768647591099; 0.7630057803468208; 0.9361702127659575; 0.7163609684519443; 0.9329586511441188; 0.9781144781144782; 0.9297138047138047
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; 12; ica_diff; svdn; 1746; 582; 582; 0.6; 0.2; 0.2; [0.78857143 0.72285714 0.77428571 0.7816092  0.71551724]; 0.5777777777777777; 0.6222222222222222; 0.7882996632996633; 0.8612493090105031; 0.8923253150057274; 0.8562428407789231; 0.6167146974063401; 0.6815286624203821; 0.5781061033620898; 0.673972602739726; 0.7784810126582279; 0.621724582762235; 0.800476001586672; 0.8493265993265994; 0.7882996632996634
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; 12; ica_diff; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.79378531 0.79378531 0.77118644 0.74858757 0.72316384]; 0.6468646864686468; 0.6666666666666666; 0.8838383838383839; 0.9624724061810155; 0.9853107344632769; 0.9615819209039549; 0.6491803278688525; 0.6226415094339622; 0.6481263102725368; 0.6456140350877193; 0.6388888888888888; 0.665356394129979; 0.8850957535387178; 0.8947811447811448; 0.8838383838383839
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svdn; 8; 46; 54; zones; ica_diff; svdn; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.80107527 0.77956989 0.82526882 0.82258065 0.7972973 ]; 0.6177606177606177; 0.6216216216216216; 0.8737373737373737; 0.9463262115685253; 0.9773950484391819; 0.9445640473627557; 0.6147859922178989; 0.6076923076923076; 0.6177996422182469; 0.6080000000000001; 0.5891472868217055; 0.6214967203339297; 0.8763396537510305; 0.8947811447811448; 0.8737373737373738
svm_model_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; 12; ica_diff; svdne; 1782; 594; 594; 0.6; 0.2; 0.2; [0.91899441 0.93258427 0.93258427 0.9494382  0.8988764 ]; 0.7138047138047138; 0.696969696969697; 0.8888888888888888; 0.948879954049397; 0.9270482603815937; 0.9500561167227833; 0.7550432276657061; 0.916083916083916; 0.721028971028971; 0.7428571428571428; 0.8441558441558441; 0.6913086913086912; 0.8917145200984414; 0.914983164983165; 0.8888888888888888
ensemble_model_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; 12; ica_diff; svdne; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.95744681 0.95744681 0.93882979 0.94680851 0.95212766]; 0.6370967741935484; 0.6088709677419355; 0.9103535353535354; 0.986021505376344; 0.975531914893617; 0.9861702127659575; 0.7039473684210528; 0.8045112781954887; 0.623994769532527; 0.657243816254417; 0.808695652173913; 0.6223929388689113; 0.9129546383326521; 0.9402356902356902; 0.9103535353535355
ensemble_model_v2_N8_B46_E54_nb_zones_12_ica_diff_svdne; 8; 46; 54; zones; ica_diff; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.95786517 0.97191011 0.94101124 0.97191011 0.96629213]; 0.62751677852349; 0.6342281879194631; 0.9027777777777778; 0.993795826283136; 0.9898876404494382; 0.9938202247191013; 0.6873239436619719; 0.8356164383561644; 0.6316240086517664; 0.7029972752043596; 0.8486842105263158; 0.6298215573179524; 0.9074148296593186; 0.9528619528619529; 0.9027777777777778
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; 4; ica_diff; svd; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.81818182 0.80909091 0.87272727 0.83636364 0.82407407]; 0.8131868131868132; 0.7912087912087912; 0.8245614035087719; 0.8394160583941606; 0.8394160583941606; 0.8394160583941606; 0.8191489361702128; 0.7777777777777778; 0.8165997322623828; 0.7956989247311828; 0.7551020408163265; 0.79421768707483; 0.8264642082429502; 0.8089171974522293; 0.8250935193610353
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; 4; ica_diff; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.84745763 0.89655172 0.81034483 0.89655172 0.88793103]; 0.8402061855670103; 0.8711340206185567; 0.9185567010309278; 0.961082910321489; 0.9759450171821306; 0.9604810996563574; 0.8544600938967137; 0.900990099009901; 0.8375918236984988; 0.869109947643979; 0.9120879120879121; 0.8735196841992957; 0.9206030150753768; 0.94824016563147; 0.91867860437631
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 576; 192; 192; 0.6; 0.2; 0.2; [0.86206897 0.87068966 0.86206897 0.87719298 0.84210526]; 0.8697916666666666; 0.8125; 0.9145833333333333; 0.9634782608695651; 0.9618055555555556; 0.9635416666666666; 0.8768472906403942; 0.8811881188118812; 0.8691654879773691; 0.816326530612245; 0.8333333333333334; 0.8125; 0.9158110882956878; 0.9195876288659793; 0.9145306565382527
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; 4; ica_diff; svdn; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.52307692 0.58461538 0.57692308 0.58461538 0.55384615]; 0.5092592592592593; 0.5833333333333334; 0.5979667282809612; 0.6748299319727891; 0.7630769230769231; 0.6323076923076923; 0.5954198473282443; 0.7027027027027027; 0.5037323037323037; 0.6538461538461537; 0.7522123893805309; 0.5751353209038577; 0.6539379474940333; 0.7486338797814208; 0.5957053076205416
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; 4; ica_diff; svdn; 654; 218; 218; 0.6; 0.2; 0.2; [0.59848485 0.60606061 0.56153846 0.56153846 0.5       ]; 0.6009174311926605; 0.5045871559633027; 0.818348623853211; 0.9953917050691244; 0.9908256880733946; 0.9954128440366973; 0.6448979591836735; 0.6929824561403509; 0.5964912280701755; 0.5135135135135135; 0.5377358490566038; 0.5054750673854447; 0.8228980322003577; 0.8409506398537477; 0.8182653751754925
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.59166667 0.56666667 0.49152542 0.47457627 0.53389831]; 0.5050505050505051; 0.5151515151515151; 0.798989898989899; 0.9915966386554622; 0.9932659932659933; 0.9915824915824917; 0.5288461538461539; 0.5612244897959183; 0.5056122448979591; 0.5514018691588785; 0.6555555555555556; 0.5268518518518518; 0.8043264503441494; 0.843298969072165; 0.7998673063182608
svm_model_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; 4; ica_diff; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.93103448 0.92241379 0.93965517 0.94827586 0.92105263]; 0.8072916666666666; 0.7708333333333334; 0.8846153846153846; 0.9493243243243243; 0.972318339100346; 0.9480968858131488; 0.8398268398268398; 0.9238095238095239; 0.7952380952380953; 0.8; 0.9263157894736842; 0.7724362452523061; 0.8935762224352828; 0.9529652351738241; 0.8834593617729587
ensemble_model_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; 4; ica_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.88333333 0.89166667 0.86666667 0.9        0.87288136]; 0.8793969849246231; 0.8693467336683417; 0.9357429718875502; 0.9767441860465116; 0.9832775919732442; 0.9765886287625418; 0.8857142857142858; 0.8942307692307693; 0.8786943319838058; 0.8796296296296297; 0.9223300970873787; 0.8674150485436893; 0.9377431906614786; 0.9525691699604744; 0.9354682584496249
ensemble_model_v2_N8_B96_E104_nb_zones_4_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.87704918 0.89344262 0.92622951 0.86065574 0.86666667]; 0.8168316831683168; 0.7871287128712872; 0.9090909090909091; 0.9805825242718447; 0.9967105263157895; 0.9802631578947367; 0.8451882845188285; 0.9528301886792453; 0.8097484276729561; 0.815450643776824; 0.8962264150943396; 0.7814465408805032; 0.9155963302752294; 0.9670542635658915; 0.9079222930732682
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; 6; ica_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.81460674 0.8258427  0.84090909 0.80681818 0.81818182]; 0.8333333333333334; 0.8027210884353742; 0.8220108695652174; 0.8224513172966781; 0.8122171945701357; 0.824660633484163; 0.8205128205128205; 0.8057553956834532; 0.8319099559062426; 0.79136690647482; 0.7586206896551724; 0.802129136773895; 0.8160112359550562; 0.800275482093664; 0.8217195104838293
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; 6; ica_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.83146067 0.87640449 0.86931818 0.88636364 0.89204545]; 0.8061224489795918; 0.826530612244898; 0.9028532608695652; 0.96; 0.9502262443438914; 0.9604072398190046; 0.7896678966789666; 0.7697841726618705; 0.8042469250406128; 0.8235294117647057; 0.8263888888888888; 0.8265277777777778; 0.9003484320557492; 0.8910344827586207; 0.9026792226376772
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 762; 254; 254; 0.6; 0.2; 0.2; [0.94155844 0.90789474 0.93421053 0.93421053 0.92105263]; 0.8110236220472441; 0.7913385826771654; 0.9; 0.9662337662337662; 0.9763779527559056; 0.9658792650918635; 0.819548872180451; 0.8790322580645161; 0.8125930521091811; 0.8203389830508475; 0.8705035971223022; 0.7830778855176728; 0.9045830202854996; 0.9347826086956522; 0.8994999305459093
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; 6; ica_diff; svdn; 972; 324; 324; 0.6; 0.2; 0.2; [0.58673469 0.53608247 0.56701031 0.59793814 0.58762887]; 0.5555555555555556; 0.5401234567901234; 0.578395061728395; 0.6138613861386139; 0.6378600823045267; 0.5987654320987654; 0.5813953488372092; 0.5988023952095808; 0.5541782676684847; 0.5498489425981873; 0.5909090909090909; 0.5425133689839572; 0.5946587537091989; 0.620817843866171; 0.5785516033598997
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; 6; ica_diff; svdn; 882; 294; 294; 0.6; 0.2; 0.2; [0.53932584 0.5625     0.54545455 0.53409091 0.5       ]; 0.5306122448979592; 0.564625850340136; 0.817687074829932; 0.9977272727272727; 0.9954648526077098; 0.997732426303855; 0.5400000000000001; 0.5664335664335665; 0.5315611540777104; 0.5949367088607596; 0.6266666666666667; 0.5633333333333334; 0.820855614973262; 0.8365122615803815; 0.8177126525293212
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 806; 268; 268; 0.6005961251862891; 0.19970193740685543; 0.19970193740685543; [0.48765432 0.5        0.55555556 0.525      0.53125   ]; 0.47761194029850745; 0.47761194029850745; 0.7831594634873323; 0.9864364981504316; 0.9925558312655087; 0.9863523573200993; 0.48905109489051096; 0.5583333333333333; 0.48524774774774776; 0.5035460992907802; 0.5503875968992248; 0.480229769672634; 0.7871250914411119; 0.8251533742331288; 0.7843158175513469
svm_model_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; 6; ica_diff; svdne; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.94186047 0.93023256 0.9244186  0.92352941 0.93529412]; 0.8350877192982457; 0.8385964912280702; 0.9053295932678822; 0.9497607655502391; 0.927570093457944; 0.9509345794392523; 0.8428093645484951; 0.9197080291970803; 0.8382323929769185; 0.8614457831325302; 0.934640522875817; 0.8309566250742721; 0.9079754601226994; 0.9275766016713092; 0.905172481626615
ensemble_model_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; 6; ica_diff; svdne; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.93023256 0.94767442 0.93023256 0.93023256 0.93023256]; 0.8146853146853147; 0.8111888111888111; 0.9162011173184358; 0.9848661233993015; 0.9837209302325581; 0.9848837209302326; 0.8113879003558718; 0.8636363636363636; 0.8181818181818182; 0.8187919463087249; 0.8299319727891157; 0.8106494396319679; 0.9165507649513213; 0.9294781382228491; 0.9163296638555464
ensemble_model_v2_N8_B96_E104_nb_zones_6_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.91208791 0.87362637 0.88333333 0.92777778 0.9       ]; 0.8073089700996677; 0.8106312292358804; 0.8851261620185923; 0.9339407744874715; 0.9070796460176991; 0.9358407079646016; 0.8152866242038217; 0.8951048951048951; 0.8114764981853589; 0.8201892744479495; 0.87248322147651; 0.811241610738255; 0.8853545394300861; 0.8978494623655914; 0.8852764372195412
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; 8; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.83613445 0.8487395  0.83193277 0.79831933 0.8487395 ]; 0.851010101010101; 0.8282828282828283; 0.8360242179616549; 0.8336134453781513; 0.8336134453781513; 0.8336134453781513; 0.8591885441527447; 0.8530805687203792; 0.8508646086845139; 0.8100558659217878; 0.8011049723756906; 0.8261338815366825; 0.8347737671581089; 0.8318135764944276; 0.8360072907597766
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; 8; ica_diff; svd; 1158; 386; 386; 0.6; 0.2; 0.2; [0.85775862 0.82327586 0.85344828 0.85344828 0.86521739]; 0.8575129533678757; 0.8808290155440415; 0.917098445595855; 0.9493562231759657; 0.9550949913644214; 0.9490500863557859; 0.8741418764302059; 0.9744897959183674; 0.8556659505907627; 0.8883495145631068; 0.9786096256684492; 0.8837771746432698; 0.9205561072492552; 0.9636174636174636; 0.9172426161062525
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.83333333 0.85470085 0.85897436 0.86752137 0.84482759]; 0.87146529562982; 0.87146529562982; 0.920863309352518; 0.9538461538461538; 0.9554794520547946; 0.9537671232876712; 0.877450980392157; 0.927461139896373; 0.871893835254309; 0.8803827751196173; 0.9154228855721394; 0.8699454853392612; 0.9228456913827656; 0.941717791411043; 0.9207555899203976
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; 8; ica_diff; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.49145299 0.51724138 0.56465517 0.52586207 0.52155172]; 0.5322997416020672; 0.5478036175710594; 0.5330578512396694; 0.5705329153605015; 0.6265060240963856; 0.5283993115318417; 0.565947242206235; 0.59; 0.5302941176470588; 0.5762711864406779; 0.6296296296296297; 0.5496632996632997; 0.5707502374169041; 0.6195876288659794; 0.5328787005613541
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; 8; ica_diff; svdn; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.53153153 0.58558559 0.53153153 0.55855856 0.52727273]; 0.5528455284552846; 0.5582655826558266; 0.8206933911159263; 0.9972850678733033; 0.9945848375451264; 0.9972924187725631; 0.5691906005221933; 0.5891891891891892; 0.552746768507638; 0.5766233766233766; 0.555; 0.5585650887573965; 0.8232781633742658; 0.8210862619808307; 0.8206864606486292
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 1260; 420; 420; 0.6; 0.2; 0.2; [0.49603175 0.48015873 0.51190476 0.5        0.5       ]; 0.569047619047619; 0.530952380952381; 0.8133333333333334; 0.9889415481832543; 0.9936507936507937; 0.9888888888888889; 0.6157112526539278; 0.6502242152466368; 0.563690787826364; 0.5429234338747099; 0.6030927835051546; 0.5360596660888605; 0.8191881918819188; 0.8481375358166189; 0.8134324906053656
svm_model_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; 8; ica_diff; svdne; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.94017094 0.95726496 0.89316239 0.93589744 0.93965517]; 0.8097686375321337; 0.8380462724935732; 0.8931140801644398; 0.9402859545836837; 0.9571917808219178; 0.9392123287671232; 0.8271028037383178; 0.8894472361809045; 0.8078815128272944; 0.8481927710843373; 0.9025641025641026; 0.8378799894263811; 0.8976377952755905; 0.9325153374233128; 0.8929105612736399
ensemble_model_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; 8; ica_diff; svdne; 1268; 422; 422; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.9015748  0.93307087 0.94488189 0.90944882 0.91269841]; 0.8672985781990521; 0.8554502369668247; 0.9256628787878788; 0.9690402476780184; 0.9873817034700315; 0.968454258675079; 0.8679245283018867; 0.9019607843137255; 0.8684115848174131; 0.8671023965141612; 0.9004524886877828; 0.853211318970757; 0.927816091954023; 0.9527856468366384; 0.9255856059444351
ensemble_model_v2_N8_B96_E104_nb_zones_8_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 1146; 382; 382; 0.6; 0.2; 0.2; [0.9        0.83043478 0.87391304 0.85526316 0.89473684]; 0.8612565445026178; 0.8507853403141361; 0.9083769633507853; 0.9430324276950043; 0.9389179755671903; 0.9432809773123909; 0.8637532133676092; 0.9230769230769231; 0.8640384615384614; 0.8619854721549637; 0.9128205128205128; 0.8494583847525023; 0.9099330931549151; 0.9305263157894736; 0.9084923245614035
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; 10; ica_diff; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.81756757 0.80067568 0.81756757 0.81632653 0.84013605]; 0.84; 0.8711111111111111; 0.8362794612794613; 0.8258238063214526; 0.8319783197831978; 0.8245257452574527; 0.8309859154929577; 0.8271028037383178; 0.8393988594962775; 0.8760683760683761; 0.8686440677966102; 0.8712379217487725; 0.8366232675346493; 0.8383838383838383; 0.8362794612794612
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; 10; ica_diff; svd; 1650; 550; 550; 0.6; 0.2; 0.2; [0.87878788 0.91515152 0.88181818 0.87272727 0.88484848]; 0.8347107438016529; 0.8016528925619835; 0.9078282828282829; 0.9478729778310366; 0.9587878787878787; 0.9472727272727273; 0.8484848484848485; 0.9230769230769231; 0.8344666383340417; 0.82; 0.9060773480662984; 0.801939772934248; 0.911156186612576; 0.9452861952861953; 0.9078282828282828
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 1600; 533; 533; 0.6001500375093773; 0.19992498124531133; 0.19992498124531133; [0.85     0.88125  0.871875 0.871875 0.853125]; 0.8170103092783505; 0.8298969072164949; 0.9082491582491582; 0.948701709943002; 0.93625; 0.9493750000000001; 0.8255528255528256; 0.8795811518324608; 0.8179631647487177; 0.8350000000000001; 0.8477157360406091; 0.8296170303239695; 0.9086336965632857; 0.9124579124579124; 0.9082491582491583
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; 10; ica_diff; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.55821918 0.53082192 0.55821918 0.58275862 0.6       ]; 0.5521739130434783; 0.4956521739130435; 0.6245791245791246; 0.7255139056831922; 0.8241758241758241; 0.6881868131868132; 0.6098484848484848; 0.696969696969697; 0.5515416170438004; 0.5671641791044777; 0.6637554585152838; 0.4963798937598064; 0.6718175128771156; 0.7685185185185185; 0.6245791245791246
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; 10; ica_diff; svdn; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.51       0.59395973 0.58724832 0.55369128 0.54026846]; 0.497737556561086; 0.5452488687782805; 0.7975589225589226; 0.9608108108108108; 0.953083109919571; 0.9611260053619304; 0.5; 0.5260663507109005; 0.4989639112861862; 0.5786163522012578; 0.5974025974025974; 0.542777128085185; 0.7996668054977093; 0.8080808080808081; 0.7975589225589224
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.53773585 0.52515723 0.52201258 0.53164557 0.49367089]; 0.5063291139240507; 0.5518987341772152; 0.82996632996633; 0.9799498746867168; 0.9861286254728878; 0.9798234552332913; 0.5137157107231921; 0.5309278350515464; 0.5067574498640817; 0.5734939759036144; 0.5920398009950248; 0.5511745396727701; 0.8325041459369817; 0.8451178451178452; 0.82996632996633
svm_model_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; 10; ica_diff; svdne; 1422; 474; 474; 0.6; 0.2; 0.2; [0.93006993 0.86267606 0.91901408 0.87323944 0.86267606]; 0.879746835443038; 0.890295358649789; 0.8928270042194093; 0.897815362931642; 0.8959212376933896; 0.8980309423347398; 0.8758169934640524; 0.9178082191780822; 0.882433521353747; 0.8996138996138997; 0.9066147859922179; 0.8887912639638508; 0.8939899833055093; 0.9022746419545071; 0.8928110318817337
ensemble_model_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; 10; ica_diff; svdne; 1400; 466; 466; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.86071429 0.90357143 0.90357143 0.88214286 0.85714286]; 0.8755364806866953; 0.8648068669527897; 0.9146655231560892; 0.9449929478138223; 0.9571428571428572; 0.9442857142857144; 0.8776371308016877; 0.9327354260089686; 0.8778903467493403; 0.8795411089866157; 0.9349593495934959; 0.8606614929785662; 0.9175983436853002; 0.9478186484174508; 0.9145800034864554
ensemble_model_v2_N8_B96_E104_nb_zones_10_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.90333333 0.89261745 0.86241611 0.87583893 0.88590604]; 0.8552036199095022; 0.8597285067873304; 0.9082491582491582; 0.9387483355525965; 0.9450402144772118; 0.938337801608579; 0.8677685950413223; 0.9251101321585903; 0.8532527404978999; 0.8675213675213675; 0.9441860465116279; 0.8619608646655056; 0.9111654441727791; 0.9410774410774411; 0.9082491582491583
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; 12; ica_diff; svd; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.79834254 0.80662983 0.8121547  0.82044199 0.82044199]; 0.8480565371024735; 0.8763250883392226; 0.8291245791245792; 0.8209606986899565; 0.830939226519337; 0.8187845303867403; 0.8352490421455939; 0.8195488721804511; 0.8464411027568922; 0.8844884488448845; 0.8933333333333333; 0.8752380952380953; 0.830550918196995; 0.8375420875420876; 0.8291245791245792
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; 12; ica_diff; svd; 1906; 635; 635; 0.6001259445843828; 0.19993702770780855; 0.19993702770780855; [0.88481675 0.87958115 0.87696335 0.83421053 0.83947368]; 0.8297872340425532; 0.8425531914893617; 0.930976430976431; 0.9547110879750131; 0.9622245540398741; 0.9543546694648478; 0.84; 0.8467741935483871; 0.8287925021795989; 0.8340807174887893; 0.8378378378378378; 0.8423060156931124; 0.9314954051796157; 0.9385521885521886; 0.9309764309764311
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svd; 8; 96; 104; zones; ica_diff; svd; 1812; 604; 604; 0.6; 0.2; 0.2; [0.87637363 0.87845304 0.88121547 0.89226519 0.85635359]; 0.8226950354609929; 0.8297872340425532; 0.9183501683501684; 0.9475982532751092; 0.9580573951434879; 0.9470198675496689; 0.8046874999999999; 0.7923076923076923; 0.820495951417004; 0.8389261744966443; 0.8223684210526315; 0.830414979757085; 0.9186923721709975; 0.9225589225589226; 0.9183501683501684
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; 12; ica_diff; svdn; 1854; 618; 618; 0.6; 0.2; 0.2; [0.5672043  0.54032258 0.55405405 0.57567568 0.54864865]; 0.5019157088122606; 0.5440613026819924; 0.5820707070707071; 0.6324110671936759; 0.6903991370010788; 0.5987055016181231; 0.5390070921985816; 0.59375; 0.5036419172932332; 0.5734767025089605; 0.6015037593984962; 0.5429393796992481; 0.6158607350096711; 0.67003367003367; 0.5820707070707071
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; 12; ica_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.54829545 0.57954545 0.61363636 0.55113636 0.53693182]; 0.525974025974026; 0.5487012987012987; 0.8699494949494949; 0.9863636363636363; 0.9863636363636363; 0.9863636363636363; 0.5521472392638037; 0.6040268456375839; 0.5284285171584147; 0.5587301587301587; 0.5534591194968553; 0.5485416402853404; 0.8713036234902125; 0.8804713804713805; 0.869949494949495
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svdn; 8; 96; 104; zones; ica_diff; svdn; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.53867403 0.52486188 0.56629834 0.53867403 0.55      ]; 0.5528169014084507; 0.5704225352112676; 0.875; 0.9734806629834254; 0.9745575221238938; 0.9734513274336283; 0.5313653136531364; 0.5106382978723404; 0.5525219461389673; 0.6114649681528663; 0.6713286713286714; 0.569706888855825; 0.8759916492693111; 0.882996632996633; 0.875
svm_model_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; 12; ica_diff; svdne; 1670; 556; 556; 0.6002875629043853; 0.19985621854780733; 0.19985621854780733; [0.9011976  0.94610778 0.93413174 0.9251497  0.93712575]; 0.7762039660056658; 0.7790368271954674; 0.8930976430976431; 0.9426374926079244; 0.9544910179640719; 0.9419161676646707; 0.793733681462141; 0.8636363636363636; 0.7764509501797637; 0.7914438502673797; 0.8361581920903954; 0.7788745505906522; 0.8962418300653595; 0.9234006734006734; 0.8930976430976431
ensemble_model_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; 12; ica_diff; svdne; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.90625    0.89488636 0.91714286 0.87714286 0.88285714]; 0.864951768488746; 0.8778135048231511; 0.9292929292929293; 0.9493087557603687; 0.9395667046750285; 0.9498289623717218; 0.8786127167630058; 0.9681528662420382; 0.8639465629911489; 0.8901734104046243; 1.0; 0.8789808917197452; 0.9308072487644151; 0.9511784511784511; 0.9292929292929293
ensemble_model_v2_N8_B96_E104_nb_zones_12_ica_diff_svdne; 8; 96; 104; zones; ica_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.87988827 0.91340782 0.89944134 0.87150838 0.89944134]; 0.8395904436860068; 0.8395904436860068; 0.9276094276094277; 0.9569060773480662; 0.9675977653631285; 0.9564245810055866; 0.8226415094339623; 0.7676056338028169; 0.8374452010073687; 0.8265682656826568; 0.7417218543046358; 0.8426919130678108; 0.9266837169650468; 0.914983164983165; 0.9276094276094276
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; 4; ica_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.77586207 0.78448276 0.77586207 0.81896552 0.79310345]; 0.8393782383419689; 0.8549222797927462; 0.8136645962732919; 0.7843137254901961; 0.7586206896551724; 0.7913793103448276; 0.8442211055276383; 0.8484848484848485; 0.8391360412637009; 0.8666666666666667; 0.875; 0.8532303370786517; 0.8144329896907216; 0.8012170385395537; 0.8139277581704111
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; 4; ica_diff; svd; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.81666667 0.84745763 0.90677966 0.8559322  0.86440678]; 0.8730964467005076; 0.8071065989847716; 0.9158215010141988; 0.9663299663299664; 0.9695945945945946; 0.9662162162162163; 0.8826291079812206; 0.912621359223301; 0.8712042966329271; 0.8; 0.8351648351648352; 0.8090918515446817; 0.9167502507522568; 0.9326530612244898; 0.9159233048057932
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.84821429 0.85714286 0.85454545 0.8        0.89090909]; 0.8586956521739131; 0.8260869565217391; 0.9023861171366594; 0.9418181818181819; 0.9350180505415162; 0.9422382671480144; 0.8571428571428571; 0.8478260869565217; 0.8586956521739131; 0.8367346938775511; 0.9213483146067416; 0.8290952099349498; 0.9030172413793104; 0.9148471615720524; 0.9024666842343021
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; 4; ica_diff; svdn; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.5        0.57377049 0.59166667 0.56666667 0.475     ]; 0.5174129353233831; 0.47761194029850745; 0.5347912524850894; 0.5843750000000001; 0.6192052980132451; 0.5596026490066226; 0.5402843601895735; 0.6129032258064516; 0.5240442054958184; 0.5205479452054794; 0.5588235294117647; 0.47638146167557927; 0.5626168224299065; 0.6056338028169014; 0.5356263316638534
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; 4; ica_diff; svdn; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.63207547 0.59433962 0.60377358 0.66037736 0.66981132]; 0.6136363636363636; 0.5454545454545454; 0.8276643990929705; 0.9924528301886792; 0.9924528301886792; 0.9924528301886792; 0.6382978723404255; 0.6896551724137931; 0.6144905075552112; 0.5744680851063831; 0.5806451612903226; 0.5433346288379325; 0.8322295805739516; 0.8471910112359551; 0.8274856658010439
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.4609375  0.5390625  0.6015625  0.58730159 0.53968254]; 0.46226415094339623; 0.5471698113207547; 0.7971698113207547; 0.9921752738654147; 0.9968553459119497; 0.9921383647798743; 0.4622641509433962; 0.45794392523364486; 0.46230529595015574; 0.5555555555555556; 0.5660377358490566; 0.5471698113207547; 0.7985004686035615; 0.8022598870056498; 0.7971601892495167
svm_model_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; 4; ica_diff; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.84482759 0.85344828 0.81896552 0.79310345 0.83333333]; 0.859375; 0.8802083333333334; 0.8492723492723493; 0.8513302034428795; 0.9411764705882353; 0.8356401384083045; 0.855614973262032; 0.9302325581395349; 0.8660596752961823; 0.8930232558139534; 0.96; 0.8767391304347825; 0.8607108549471661; 0.9431578947368421; 0.8504290500378255
ensemble_model_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; 4; ica_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.87288136 0.89830508 0.88135593 0.88135593 0.93220339]; 0.8571428571428571; 0.8163265306122449; 0.8981670061099797; 0.9383561643835617; 0.9288135593220339; 0.9389830508474577; 0.8640776699029127; 0.9081632653061225; 0.8571428571428571; 0.8392857142857143; 0.8623853211009175; 0.8105030053780449; 0.9013806706114398; 0.9103585657370518; 0.8978876162018592
ensemble_model_v2_N8_B146_E154_nb_zones_4_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.8880597  0.92537313 0.88059701 0.87313433 0.90298507]; 0.8026905829596412; 0.8789237668161435; 0.9112903225806451; 0.9571865443425076; 0.9343283582089552; 0.9582089552238806; 0.8018018018018017; 0.8640776699029126; 0.8070388349514563; 0.8831168831168831; 0.9532710280373832; 0.881807927811795; 0.9105691056910569; 0.9247706422018349; 0.9115972300326163
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; 6; ica_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.73626374 0.81868132 0.79444444 0.78333333 0.76111111]; 0.8106312292358804; 0.813953488372093; 0.7948207171314741; 0.776255707762557; 0.7522123893805309; 0.7831858407079646; 0.7832699619771862; 0.6912751677852349; 0.8094533733663016; 0.8; 0.7133757961783439; 0.8184934536447275; 0.7822410147991544; 0.7321899736147758; 0.7952393718341259
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; 6; ica_diff; svd; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.80681818 0.82954545 0.8125     0.77840909 0.83333333]; 0.839041095890411; 0.8767123287671232; 0.9021887824897401; 0.933184855233853; 0.9544419134396356; 0.9316628701594533; 0.8553846153846155; 0.9455782312925171; 0.8383063570255689; 0.8846153846153847; 0.9583333333333334; 0.8778153153153153; 0.9068403908794789; 0.9534246575342465; 0.902258776854555
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1018; 339; 339; 0.6002358490566038; 0.19988207547169812; 0.19988207547169812; [0.85294118 0.83823529 0.87745098 0.83333333 0.86633663]; 0.8731563421828908; 0.8525073746312685; 0.9133254716981132; 0.946; 0.9292730844793713; 0.9469548133595285; 0.8853333333333333; 0.9325842696629213; 0.8700188429059947; 0.8546511627906977; 0.9074074074074074; 0.8548336472065285; 0.9144851657940662; 0.9257950530035336; 0.9133107496422627
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; 6; ica_diff; svdn; 990; 330; 330; 0.6; 0.2; 0.2; [0.57070707 0.57070707 0.54040404 0.54040404 0.55050505]; 0.49393939393939396; 0.5606060606060606; 0.7115151515151515; 0.8388998035363457; 0.8626262626262626; 0.8343434343434343; 0.44884488448844884; 0.43037974683544306; 0.4913526641153959; 0.5645645645645646; 0.5529411764705883; 0.5608455882352941; 0.7122128174123337; 0.715674362089915; 0.7115252100655137
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; 6; ica_diff; svdn; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.60119048 0.63095238 0.54761905 0.57831325 0.4939759 ]; 0.5755395683453237; 0.579136690647482; 0.8311781609195402; 1.0; 1.0; 1.0; 0.562962962962963; 0.5757575757575758; 0.5755500207555002; 0.6033898305084746; 0.6402877697841727; 0.579136690647482; 0.8322626695217702; 0.8461538461538461; 0.8313272786956998
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.57978723 0.52659574 0.65425532 0.57526882 0.53763441]; 0.5288461538461539; 0.5384615384615384; 0.7987179487179488; 0.975557917109458; 0.9807692307692307; 0.9754273504273505; 0.5333333333333333; 0.5283018867924528; 0.5288568257491675; 0.5527950310559006; 0.5493827160493827; 0.5380246913580247; 0.8010139416983524; 0.8010139416983524; 0.7986911472434693
svm_model_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; 6; ica_diff; svdne; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.92696629 0.92134831 0.91573034 0.90909091 0.92045455]; 0.847457627118644; 0.8305084745762712; 0.8915989159891599; 0.9292709466811753; 0.963882618510158; 0.9266365688487586; 0.8571428571428572; 0.9; 0.846551724137931; 0.8437499999999999; 0.9060402684563759; 0.8297324629953112; 0.897039897039897; 0.9393530997304582; 0.8913386752058285
ensemble_model_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; 6; ica_diff; svdne; 834; 278; 278; 0.6; 0.2; 0.2; [0.8452381  0.83928571 0.86746988 0.84337349 0.86144578]; 0.8453237410071942; 0.8525179856115108; 0.8856115107913669; 0.9126891734575088; 0.9400479616306955; 0.9100719424460432; 0.8532423208191127; 0.8620689655172413; 0.8445683173450869; 0.8487084870848708; 0.92; 0.8586928104575163; 0.8882642304989459; 0.9199417758369723; 0.8860021823708333
ensemble_model_v2_N8_B146_E154_nb_zones_6_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.77222222 0.86111111 0.79444444 0.81111111 0.81666667]; 0.8866666666666667; 0.91; 0.91; 0.9190371991247265; 0.9333333333333333; 0.9177777777777778; 0.8957055214723927; 0.9012345679012346; 0.8853998926462695; 0.9090909090909091; 0.9183673469387755; 0.9101640656262505; 0.9121665582303188; 0.9235836627140975; 0.909835016242339
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; 8; ica_diff; svd; 1116; 372; 372; 0.6; 0.2; 0.2; [0.79910714 0.83035714 0.8125     0.85585586 0.83783784]; 0.8655913978494624; 0.8387096774193549; 0.8376344086021505; 0.8260869565217392; 0.8172043010752689; 0.8279569892473119; 0.8677248677248677; 0.8497409326424871; 0.8662112484441484; 0.8369565217391305; 0.8148148148148148; 0.8391013964784456; 0.8367567567567568; 0.823404255319149; 0.8377890841813136
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; 8; ica_diff; svd; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.8266129  0.83870968 0.84274194 0.86290323 0.83739837]; 0.8446601941747572; 0.8592233009708737; 0.8991270611057226; 0.9323899371069182; 0.9579967689822294; 0.9305331179321485; 0.8602620087336246; 0.9292452830188679; 0.8421226415094338; 0.8578431372549019; 0.9114583333333334; 0.8625473484848485; 0.902712815715622; 0.9433040078201369; 0.8994672108398086
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.875      0.85416667 0.87815126 0.88655462 0.90336134]; 0.8391959798994975; 0.8316582914572864; 0.8954773869346734; 0.9368334700574241; 0.9564489112227805; 0.9355108877721943; 0.8350515463917526; 0.8950276243093923; 0.8438271762099958; 0.8507795100222717; 0.9052132701421801; 0.826938185873229; 0.8988326848249026; 0.9342770475227502; 0.8957099523328037
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; 8; ica_diff; svdn; 1242; 414; 414; 0.6; 0.2; 0.2; [0.628      0.58064516 0.56854839 0.57258065 0.58467742]; 0.5603864734299517; 0.5628019323671497; 0.5932367149758454; 0.6675919500346981; 0.7745571658615137; 0.6143317230273752; 0.5973451327433628; 0.6887755102040817; 0.5668648193222243; 0.6313645621181263; 0.7242990654205608; 0.5571495327102804; 0.6468120805369127; 0.7478176527643065; 0.593831829269545
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; 8; ica_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.59166667 0.5375     0.60416667 0.58403361 0.60084034]; 0.535175879396985; 0.5402010050251256; 0.8102409638554217; 0.9916107382550335; 0.9882943143812709; 0.9916387959866221; 0.5727482678983834; 0.6231155778894473; 0.535175879396985; 0.5611510791366906; 0.5879396984924623; 0.5402010050251257; 0.8148873653281097; 0.8353413654618473; 0.8102409638554217
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.52  0.496 0.56  0.536 0.488]; 0.5504807692307693; 0.53125; 0.80835734870317; 0.9864325618515563; 0.9888; 0.9863999999999999; 0.5778781038374717; 0.6066350710900474; 0.5496589989596579; 0.5770065075921909; 0.6394230769230769; 0.53125; 0.8150208623087621; 0.8419540229885057; 0.8082602484884724
svm_model_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; 8; ica_diff; svdne; 1248; 416; 416; 0.6; 0.2; 0.2; [0.852      0.812      0.884      0.868      0.86290323]; 0.8677884615384616; 0.8341346153846154; 0.864423076923077; 0.879019908116386; 0.9198717948717948; 0.8733974358974357; 0.8812095032397408; 0.9147982062780269; 0.8641348544343502; 0.8304668304668305; 0.8894736842105263; 0.8385421518397764; 0.8704044117647058; 0.9132111861137898; 0.8645634070549774
ensemble_model_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; 8; ica_diff; svdne; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.87007874 0.89285714 0.88888889 0.88492063 0.92857143]; 0.8452380952380952; 0.8166666666666667; 0.8910561370123692; 0.9337395277989338; 0.971473851030111; 0.9310618066561014; 0.845605700712589; 0.8725490196078431; 0.8459967320261438; 0.8126520681265207; 0.8146341463414634; 0.816619398752127; 0.8932400932400932; 0.9211538461538461; 0.8913678835289004
ensemble_model_v2_N8_B146_E154_nb_zones_8_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.925      0.9        0.91666667 0.92083333 0.89166667]; 0.785; 0.8175; 0.881; 0.9366479550922213; 0.9733333333333334; 0.9341666666666667; 0.7772020725388601; 0.7936507936507936; 0.7854509892424584; 0.8257756563245824; 0.8439024390243902; 0.8168230143839899; 0.8840155945419104; 0.9124748490945674; 0.8811877227580194
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; 10; ica_diff; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.80405405 0.82094595 0.83445946 0.82653061 0.81292517]; 0.8555555555555555; 0.8688888888888889; 0.8362794612794613; 0.8160999306037474; 0.7967479674796748; 0.8204607046070461; 0.8441247002398081; 0.8036529680365296; 0.8542074363992173; 0.8643678160919541; 0.8138528138528138; 0.8703967265611101; 0.8303532490187527; 0.8013468013468014; 0.8362794612794613
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; 10; ica_diff; svd; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.86363636 0.88311688 0.87012987 0.86688312 0.85294118]; 0.8448687350835322; 0.8520286396181385; 0.9090909090909091; 0.9440603394091767; 0.976592977893368; 0.9421326397919376; 0.8498845265588915; 0.8846153846153846; 0.8451512942034269; 0.8584474885844747; 0.8909952606635071; 0.8517476303317536; 0.9122664500406175; 0.9452861952861953; 0.9090909090909091
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.86842105 0.87171053 0.87828947 0.85099338 0.88410596]; 0.8372093023255814; 0.8627906976744186; 0.9078282828282829; 0.9421593830334191; 0.9670184696569921; 0.9406332453825857; 0.8430493273542601; 0.8703703703703703; 0.8370543440636897; 0.8656036446469247; 0.8878504672897196; 0.8629067151263413; 0.9102826710364604; 0.9351851851851852; 0.9078282828282828
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; 10; ica_diff; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.54362416 0.58389262 0.54362416 0.59731544 0.58445946]; 0.545045045045045; 0.5472972972972973; 0.5841750841750841; 0.6715328467153284; 0.803763440860215; 0.6068548387096774; 0.6159695817490495; 0.75; 0.5504385964912281; 0.6378378378378378; 0.7763157894736842; 0.5409356725146199; 0.654786862334032; 0.7887205387205387; 0.5841750841750842
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; 10; ica_diff; svdn; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.56551724 0.60763889 0.49305556 0.53819444 0.54861111]; 0.5353319057815846; 0.5160599571734475; 0.8101851851851852; 0.9944289693593314; 0.9902912621359223; 0.9944521497919556; 0.5753424657534246; 0.6074380165289256; 0.5326078971533517; 0.5443548387096774; 0.6; 0.5190082644628099; 0.8153909128121163; 0.8383838383838383; 0.8101851851851851
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.54861111 0.54861111 0.57986111 0.51748252 0.54895105]; 0.5148936170212766; 0.5808510638297872; 0.8097643097643098; 0.9812108559498958; 0.9818941504178273; 0.9811977715877437; 0.5511811023622047; 0.5691056910569106; 0.5122314169570268; 0.5852631578947368; 0.6205357142857143; 0.582625580720093; 0.8132231404958677; 0.8282828282828283; 0.8097643097643098
svm_model_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; 10; ica_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.81372549 0.8496732  0.80065359 0.87908497 0.82679739]; 0.9361702127659575; 0.8888888888888888; 0.8733164983164983; 0.8594427244582044; 0.9071895424836601; 0.8516339869281047; 0.936768149882904; 0.9389671361502347; 0.936150234741784; 0.8904428904428904; 0.9095238095238095; 0.8890342052313883; 0.8781869688385268; 0.9132996632996633; 0.8733164983164983
ensemble_model_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; 10; ica_diff; svdne; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.83986928 0.81907895 0.87171053 0.83881579 0.84868421]; 0.8992974238875878; 0.8969555035128806; 0.8914141414141414; 0.891566265060241; 0.923784494086728; 0.8876478318002627; 0.9090909090909091; 0.9817351598173516; 0.8971175799086757; 0.9026548672566372; 0.9807692307692307; 0.8990604144713734; 0.8968824940047961; 0.9444444444444444; 0.8914141414141413
ensemble_model_v2_N8_B146_E154_nb_zones_10_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.88888889 0.84265734 0.85314685 0.87062937 0.88111888]; 0.864406779661017; 0.8389830508474576; 0.8893097643097643; 0.9158110882956878; 0.9343575418994413; 0.9141061452513966; 0.8626609442060086; 0.8739130434782608; 0.8646424721523537; 0.8423236514522822; 0.8388429752066116; 0.8389867049946101; 0.8908260689082607; 0.9031986531986532; 0.8893097643097643
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; 12; ica_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.83055556 0.82222222 0.81666667 0.8547486  0.79888268]; 0.9137931034482759; 0.896551724137931; 0.8463804713804713; 0.8240635641316685; 0.8084632516703786; 0.8273942093541202; 0.9128919860627179; 0.8972602739726028; 0.9139079147640793; 0.8943661971830985; 0.8819444444444444; 0.8964516742770167; 0.8435490784397771; 0.8282828282828283; 0.8463804713804713
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; 12; ica_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.84682081 0.81791908 0.83815029 0.84971098 0.84682081]; 0.8544891640866873; 0.8513931888544891; 0.9078282828282829; 0.9301014656144306; 0.953757225433526; 0.9283236994219654; 0.844884488448845; 0.8421052631578947; 0.8538011695906432; 0.8620689655172413; 0.8771929824561403; 0.849780701754386; 0.9096907216494845; 0.9284511784511784; 0.9078282828282829
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svd; 8; 146; 154; zones; ica_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.85310734 0.87784091 0.87215909 0.85795455 0.83522727]; 0.8729641693811075; 0.8078175895765473; 0.9082491582491582; 0.9329608938547485; 0.9477866061293984; 0.9318955732122588; 0.8835820895522387; 0.9736842105263158; 0.8739388794567062; 0.8299711815561959; 0.9290322580645162; 0.8066213921901529; 0.9118122977346279; 0.9486531986531986; 0.9082491582491582
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; 12; ica_diff; svdn; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.53513514 0.55945946 0.55978261 0.55434783 0.58695652]; 0.5601503759398496; 0.5864661654135338; 0.6216329966329966; 0.6750483558994197; 0.7570498915401301; 0.6355748373101952; 0.6112956810631229; 0.7076923076923077; 0.5634049773755656; 0.6381578947368421; 0.7132352941176471; 0.5835407239819005; 0.6636737747848859; 0.7466329966329966; 0.6216329966329966
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; 12; ica_diff; svdn; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.52702703 0.54324324 0.55405405 0.51358696 0.55163043]; 0.5283018867924528; 0.5735849056603773; 0.8994107744107744; 0.9994579945799458; 0.9989165763813651; 0.9994582881906826; 0.5421245421245422; 0.5873015873015873; 0.5310608655932398; 0.5949820788530465; 0.5971223021582733; 0.5723706748886606; 0.9002920317062995; 0.9082491582491582; 0.8994107744107744
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svdn; 8; 146; 154; zones; ica_diff; svdn; 1878; 626; 626; 0.6; 0.2; 0.2; [0.52659574 0.57446809 0.52925532 0.5106383  0.52406417]; 0.5823293172690763; 0.5622489959839357; 0.8888888888888888; 0.973001588141874; 0.9787007454739084; 0.972843450479233; 0.6030534351145038; 0.6422764227642277; 0.5830429732868758; 0.575875486381323; 0.5873015873015873; 0.561943476577623; 0.8903654485049833; 0.9023569023569024; 0.8888888888888888
svm_model_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; 12; ica_diff; svdne; 1836; 612; 612; 0.6; 0.2; 0.2; [0.90217391 0.89402174 0.8451087  0.85519126 0.86612022]; 0.8518518518518519; 0.8592592592592593; 0.8800505050505051; 0.890185676392573; 0.9139433551198257; 0.8872549019607844; 0.8484848484848484; 0.8682170542635659; 0.8525482434438397; 0.8661971830985915; 0.8723404255319149; 0.8586508329209962; 0.8828606658446364; 0.9040404040404041; 0.880050505050505
ensemble_model_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; 12; ica_diff; svdne; 1746; 582; 582; 0.6; 0.2; 0.2; [0.88285714 0.90285714 0.88857143 0.86494253 0.83333333]; 0.834920634920635; 0.8222222222222222; 0.88510101010101; 0.9079754601226993; 0.9324169530355098; 0.9054982817869416; 0.8424242424242424; 0.8580246913580247; 0.834241103848947; 0.8313253012048193; 0.9019607843137255; 0.8244371822803195; 0.8887983706720978; 0.9183501683501684; 0.88510101010101
ensemble_model_v2_N8_B146_E154_nb_zones_12_ica_diff_svdne; 8; 146; 154; zones; ica_diff; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.8988764  0.85875706 0.88983051 0.89548023 0.8700565 ]; 0.8013245033112583; 0.8642384105960265; 0.9053030303030303; 0.9323144104803494; 0.963882618510158; 0.9300225733634312; 0.782608695652174; 0.7769784172661871; 0.7995321534183697; 0.8768768768768769; 0.8957055214723927; 0.8615218254843978; 0.9078246620237608; 0.9326599326599326; 0.9053030303030302
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; 4; ica_diff; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.69298246 0.62280702 0.65789474 0.61403509 0.63392857]; 0.6296296296296297; 0.6190476190476191; 0.6374207188160677; 0.5336426914153133; 0.40492957746478875; 0.6461267605633804; 0.4067796610169491; 0.25806451612903225; 0.6238239247311829; 0.37931034482758624; 0.24175824175824176; 0.6055729984301413; 0.4842105263157895; 0.344017094017094; 0.6343516432428566
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; 4; ica_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.79508197 0.81967213 0.69672131 0.71311475 0.82786885]; 0.8522167487684729; 0.8275862068965517; 0.9212598425196851; 0.9747899159663865; 0.9508196721311475; 0.9754098360655737; 0.8611111111111113; 0.96875; 0.8582067757009346; 0.8148148148148149; 0.8850574712643678; 0.8347701149425287; 0.92; 0.9426229508196722; 0.9220690511674119
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.9137931  0.87931034 0.9137931  0.95689655 0.88793103]; 0.7927461139896373; 0.7409326424870466; 0.8964803312629399; 0.9825783972125435; 0.9724137931034482; 0.9827586206896551; 0.8095238095238095; 0.8333333333333334; 0.7902930402930403; 0.7524752475247524; 0.8085106382978723; 0.7426391575327745; 0.898580121703854; 0.911522633744856; 0.8963863168724279
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; 4; ica_diff; svdn; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.55932203 0.54237288 0.56034483 0.5862069  0.62068966]; 0.5360824742268041; 0.634020618556701; 0.6707818930041153; 0.7557603686635945; 0.8424657534246576; 0.7277397260273972; 0.5212765957446809; 0.5384615384615384; 0.5362210604929051; 0.6635071090047394; 0.6796116504854369; 0.6310146164515096; 0.6952380952380952; 0.7510288065843621; 0.6707818930041153
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; 4; ica_diff; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.54032258 0.58196721 0.46721311 0.47540984 0.57377049]; 0.5098039215686274; 0.5245098039215687; 0.8068627450980392; 1.0; 1.0; 1.0; 0.4623655913978495; 0.4479166666666667; 0.5063657407407408; 0.5358851674641147; 0.5045045045045045; 0.526445800639349; 0.804369414101291; 0.7894736842105263; 0.8069656389494446
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 540; 180; 180; 0.6; 0.2; 0.2; [0.61111111 0.53703704 0.52777778 0.53703704 0.56481481]; 0.6; 0.6055555555555555; 0.8211111111111111; 0.9664179104477612; 0.9592592592592593; 0.9666666666666667; 0.5955056179775282; 0.6091954022988506; 0.6002966258806081; 0.6203208556149733; 0.6590909090909091; 0.6067193675889329; 0.8213096559378468; 0.8314606741573034; 0.8212248425731572
svm_model_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; 4; ica_diff; svdne; 706; 235; 235; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.88732394 0.91549296 0.85211268 0.85714286 0.84285714]; 0.825531914893617; 0.8; 0.8477891156462585; 0.8716502115655853; 0.8753541076487252; 0.8711048158640227; 0.8416988416988418; 0.9083333333333333; 0.8237318840579709; 0.8127490039840637; 0.8869565217391304; 0.8018115942028986; 0.8531583264971289; 0.8843537414965986; 0.8477891156462587
ensemble_model_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; 4; ica_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.91129032 0.89516129 0.87704918 0.86065574 0.93442623]; 0.8333333333333334; 0.8382352941176471; 0.8884540117416829; 0.926905132192846; 0.9706840390879479; 0.9234527687296417; 0.8440366972477064; 0.8598130841121495; 0.8319683977261779; 0.8533333333333335; 0.8807339449541285; 0.8351038145823273; 0.8950276243093923; 0.9292543021032504; 0.8874728424343907
ensemble_model_v2_N8_B192_E200_nb_zones_4_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.88983051 0.8559322  0.84745763 0.88135593 0.84482759]; 0.8469387755102041; 0.8571428571428571; 0.9030612244897959; 0.9400324149108589; 0.9863945578231292; 0.9370748299319728; 0.8484848484848486; 0.8; 0.8505494505494505; 0.8461538461538461; 0.7938144329896907; 0.856503176090805; 0.9047141424272819; 0.9092741935483871; 0.90298420421221
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; 6; ica_diff; svd; 812; 270; 270; 0.6005917159763313; 0.1997041420118343; 0.1997041420118343; [0.66463415 0.79012346 0.69753086 0.78395062 0.64814815]; 0.6518518518518519; 0.6444444444444445; 0.6930473372781065; 0.632952691680261; 0.47783251231527096; 0.7229064039408867; 0.5765765765765766; 0.44755244755244755; 0.6647211056659875; 0.5636363636363636; 0.45255474452554745; 0.6473300038417211; 0.6066350710900474; 0.46647230320699706; 0.6964493648167117
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; 6; ica_diff; svd; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.86627907 0.87790698 0.80813953 0.85465116 0.80813953]; 0.8146853146853147; 0.8496503496503497; 0.922486033519553; 0.9822485207100593; 0.9651162790697675; 0.9825581395348837; 0.8113879003558719; 0.8769230769230769; 0.8198717948717948; 0.8522336769759451; 0.8378378378378378; 0.850078339208774; 0.9216654904728299; 0.922316384180791; 0.9224841589412243
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.83152174 0.89673913 0.86956522 0.90659341 0.84065934]; 0.839344262295082; 0.8229508196721311; 0.8879423328964613; 0.927038626609442; 0.9432314410480349; 0.925764192139738; 0.8501529051987767; 0.879746835443038; 0.8378326013949884; 0.8137931034482758; 0.7712418300653595; 0.8231209150326797; 0.8896061975468045; 0.8959687906371911; 0.8878787150015546
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; 6; ica_diff; svdn; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.57446809 0.55851064 0.51075269 0.59139785 0.5483871 ]; 0.5305466237942122; 0.5755627009646302; 0.5976863753213367; 0.646341463414634; 0.6809421841541756; 0.6274089935760172; 0.5465838509316769; 0.5751633986928104; 0.5312525854223547; 0.6228571428571428; 0.6526946107784432; 0.5694028609447772; 0.6219806763285025; 0.6543837357052097; 0.5970228171373904
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; 6; ica_diff; svdn; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.52298851 0.62643678 0.59195402 0.53488372 0.65116279]; 0.5694444444444444; 0.59375; 0.8300970873786407; 0.9953703703703705; 0.9930715935334873; 0.9953810623556583; 0.5974025974025974; 0.6666666666666666; 0.5733333333333333; 0.6188925081433224; 0.6551724137931034; 0.5933204726308174; 0.8343475321162948; 0.861731843575419; 0.8303149576003817
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.51546392 0.55729167 0.52083333 0.55729167 0.54166667]; 0.5375; 0.496875; 0.799625468164794; 0.987551867219917; 0.9896049896049897; 0.9875259875259875; 0.5647058823529413; 0.5783132530120482; 0.5359098732592709; 0.4921135646687697; 0.5064935064935064; 0.49722265686121103; 0.8019740900678594; 0.8114856429463171; 0.799625468164794
svm_model_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; 6; ica_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.90555556 0.93820225 0.88764045 0.87078652 0.92134831]; 0.8282828282828283; 0.8249158249158249; 0.8761776581426649; 0.9104972375690606; 0.9237668161434978; 0.9091928251121076; 0.825938566552901; 0.8344827586206897; 0.8284255898366607; 0.8181818181818181; 0.8357142857142857; 0.8255004549590538; 0.876010781671159; 0.8891928864569083; 0.876384522698653
ensemble_model_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; 6; ica_diff; svdne; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.87096774 0.9076087  0.86956522 0.86956522 0.8423913 ]; 0.8566775244299675; 0.8143322475570033; 0.88671875; 0.9184357541899442; 0.8915401301518439; 0.9208242950108461; 0.8513513513513513; 0.875; 0.8577453987730062; 0.8213166144200628; 0.803680981595092; 0.8150349352419903; 0.8847682119205298; 0.8697916666666666; 0.8867187499999999
ensemble_model_v2_N8_B192_E200_nb_zones_6_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 782; 260; 260; 0.6006144393241167; 0.19969278033794163; 0.19969278033794163; [0.74050633 0.79487179 0.85897436 0.81410256 0.81410256]; 0.8615384615384616; 0.8615384615384616; 0.8963133640552995; 0.9207547169811321; 0.9360613810741688; 0.9194373401534526; 0.8536585365853658; 0.8333333333333334; 0.8606965174129354; 0.8656716417910447; 0.8656716417910447; 0.8614072494669509; 0.8968678380443087; 0.901689708141321; 0.8963133640552995
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; 8; ica_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.6440678  0.65677966 0.65677966 0.6440678  0.65254237]; 0.648854961832061; 0.7175572519083969; 0.6627670396744659; 0.5295454545454545; 0.3949152542372881; 0.6491525423728814; 0.5337837837837838; 0.39303482587064675; 0.6548507462686566; 0.5904059040590406; 0.43478260869565216; 0.7006448928645724; 0.5418106427090532; 0.40205128205128204; 0.6606623716008175
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; 8; ica_diff; svd; 1146; 382; 382; 0.6; 0.2; 0.2; [0.83478261 0.85652174 0.86521739 0.85087719 0.8377193 ]; 0.856020942408377; 0.8272251308900523; 0.9366492146596859; 1.0; 1.0; 1.0; 0.854881266490765; 0.8526315789473684; 0.8560032894736842; 0.8307692307692307; 0.8350515463917526; 0.8271002412809828; 0.9368146214099217; 0.9373040752351097; 0.9366478403457816
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 1312; 437; 437; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; [0.88636364 0.88167939 0.85496183 0.86259542 0.84732824]; 0.8032036613272311; 0.8192219679633868; 0.8924977127172918; 0.9478390461997019; 0.9695121951219512; 0.9466463414634146; 0.8027522935779818; 0.8177570093457944; 0.8034973387536148; 0.8114558472553699; 0.8056872037914692; 0.8187728054355576; 0.8930359581247156; 0.9074930619796485; 0.8926605581391456
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; 8; ica_diff; svdn; 1092; 364; 364; 0.6; 0.2; 0.2; [0.59090909 0.58256881 0.60091743 0.56880734 0.55504587]; 0.5879120879120879; 0.5412087912087912; 0.634065934065934; 0.7210231814548361; 0.826007326007326; 0.6804029304029304; 0.6511627906976745; 0.7692307692307693; 0.5879120879120879; 0.6143187066974596; 0.726775956284153; 0.5401835582525738; 0.684957426679281; 0.7947310647639956; 0.6338891847472343
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; 8; ica_diff; svdn; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.5546875  0.52734375 0.53515625 0.54296875 0.5703125 ]; 0.5492957746478874; 0.5774647887323944; 0.8255159474671669; 1.0; 1.0; 1.0; 0.5807860262008733; 0.6073059360730594; 0.5476143206935344; 0.5871559633027523; 0.624390243902439; 0.5791634477430747; 0.8288868445262191; 0.8468045112781954; 0.8255558136915322
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.625      0.58796296 0.56944444 0.49065421 0.55140187]; 0.505586592178771; 0.5418994413407822; 0.7879464285714286; 0.96398891966759; 0.9702602230483272; 0.9637546468401487; 0.5203252032520326; 0.5333333333333333; 0.5054307116104868; 0.5444444444444445; 0.5536723163841808; 0.5420295283578362; 0.7902869757174394; 0.8; 0.7879598662207359
svm_model_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; 8; ica_diff; svdne; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.85169492 0.86016949 0.85042735 0.84615385 0.89316239]; 0.8618925831202046; 0.8414322250639387; 0.8578732106339468; 0.8665568369028007; 0.8960817717206133; 0.8620102214650767; 0.8744186046511628; 0.9082125603864735; 0.8589975845410628; 0.8351063829787235; 0.8177083333333334; 0.8410149706867672; 0.8623762376237624; 0.8833671399594321; 0.857662951423015
ensemble_model_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; 8; ica_diff; svdne; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.8553719  0.82644628 0.83884298 0.83884298 0.84583333]; 0.8805970149253731; 0.8606965174129353; 0.8767395626242545; 0.8862559241706162; 0.9288079470198676; 0.880794701986755; 0.8793969849246231; 0.8663366336633663; 0.8806683168316831; 0.8634146341463415; 0.8509615384615384; 0.8610477795400475; 0.8804243008678883; 0.9003944773175543; 0.8765499440695987
ensemble_model_v2_N8_B192_E200_nb_zones_8_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.87606838 0.81196581 0.875      0.81896552 0.88793103]; 0.8530927835051546; 0.8350515463917526; 0.8783505154639175; 0.902127659574468; 0.9106529209621993; 0.9012027491408934; 0.8619854721549637; 0.9035532994923858; 0.852300209955617; 0.8358974358974359; 0.8489583333333334; 0.8351934523809524; 0.8806875631951466; 0.8970133882595263; 0.8783312555332718
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; 10; ica_diff; svd; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.73666667 0.68       0.71666667 0.68       0.66107383]; 0.7608200455580866; 0.7517084282460137; 0.7348484848484849; 0.6350877192982456; 0.4833110814419226; 0.7222963951935915; 0.7355163727959697; 0.6854460093896714; 0.7586522082346587; 0.7373493975903614; 0.6769911504424779; 0.7539885329677178; 0.6772540983606558; 0.5563973063973064; 0.7348484848484849
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; 10; ica_diff; svd; 1340; 446; 446; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.80970149 0.8619403  0.84701493 0.86567164 0.80970149]; 0.8475336322869955; 0.8766816143497758; 0.9009856630824373; 0.9270833333333334; 0.9298507462686567; 0.9268656716417911; 0.8612244897959183; 0.9590909090909091; 0.849014481094127; 0.891089108910891; 0.9656652360515021; 0.8725039795280985; 0.9055151774262505; 0.9430097951914514; 0.9007204070637148
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.83793103 0.82758621 0.81724138 0.83448276 0.80344828]; 0.8768898488120951; 0.8617710583153347; 0.8914141414141414; 0.9095709570957096; 0.9503448275862069; 0.9055172413793104; 0.85785536159601; 0.7962962962962963; 0.8718323586744641; 0.8602620087336244; 0.7975708502024291; 0.8663780176938073; 0.8913226621735467; 0.8905723905723906; 0.8914141414141414
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; 10; ica_diff; svdn; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.63548387 0.63870968 0.56818182 0.51948052 0.56168831]; 0.5889423076923077; 0.5288461538461539; 0.6060606060606061; 0.683008356545961; 0.7940414507772021; 0.6314766839378239; 0.6225165562913907; 0.6911764705882353; 0.5908712541620422; 0.5739130434782608; 0.6226415094339622; 0.5270070292267851; 0.654357459379616; 0.7457912457912458; 0.606060606060606
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; 10; ica_diff; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.57094595 0.54761905 0.60204082 0.53741497 0.58163265]; 0.5553097345132744; 0.5486725663716814; 0.8244949494949495; 0.9918032786885246; 0.9864130434782609; 0.9918478260869564; 0.588957055214724; 0.631578947368421; 0.5546287593984962; 0.5952380952380952; 0.6696428571428571; 0.549733709273183; 0.8302808302808303; 0.8585858585858586; 0.8244949494949495
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.52941176 0.53289474 0.54934211 0.53947368 0.55263158]; 0.5456674473067916; 0.5901639344262295; 0.82996632996633; 0.977139124755062; 0.9829172141918529; 0.9770039421813403; 0.5610859728506786; 0.5794392523364486; 0.5455881707691632; 0.6187363834422658; 0.6666666666666666; 0.5903426791277258; 0.8338815789473685; 0.8535353535353535; 0.82996632996633
svm_model_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; 10; ica_diff; svdne; 1518; 506; 506; 0.6; 0.2; 0.2; [0.84868421 0.85855263 0.85197368 0.87171053 0.84768212]; 0.8251748251748252; 0.8461538461538461; 0.8497474747474747; 0.8606451612903225; 0.8787878787878788; 0.8577075098814229; 0.8299319727891157; 0.8755980861244019; 0.8264354066985646; 0.8565217391304347; 0.8954545454545455; 0.8448564593301436; 0.854345165238678; 0.8813131313131313; 0.8497474747474747
ensemble_model_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; 10; ica_diff; svdne; 1510; 503; 503; 0.6001589825119237; 0.19992050874403816; 0.19992050874403816; [0.87417219 0.86754967 0.87086093 0.8410596  0.89072848]; 0.7990762124711316; 0.8244803695150116; 0.8699494949494949; 0.9054404145077721; 0.9258278145695364; 0.9033112582781457; 0.7923627684964201; 0.7793427230046949; 0.7987622705932564; 0.8224299065420562; 0.8; 0.8248826291079813; 0.8707653701380176; 0.8762626262626263; 0.8699494949494949
ensemble_model_v2_N8_B192_E200_nb_zones_10_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 1384; 461; 461; 0.6001734605377277; 0.19991326973113616; 0.19991326973113616; [0.86690647 0.85971223 0.89492754 0.85507246 0.86594203]; 0.841648590021692; 0.8199566160520607; 0.8742411101474414; 0.908843537414966; 0.9653179190751445; 0.9031791907514451; 0.8329519450800916; 0.7878787878787878; 0.8417654808959157; 0.8151447661469933; 0.7991266375545851; 0.8198219394669477; 0.8769100169779287; 0.8967013888888888; 0.8742605731272867
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; 12; ica_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.68055556 0.69722222 0.71388889 0.70555556 0.69832402]; 0.7024221453287197; 0.698961937716263; 0.7184343434343434; 0.6588720770288858; 0.5328142380422692; 0.7241379310344827; 0.6386554621848739; 0.5170068027210885; 0.7056864999520935; 0.6390041493775934; 0.5422535211267606; 0.6962968285905913; 0.6539058458354889; 0.531986531986532; 0.7184343434343433
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; 12; ica_diff; svd; 1896; 632; 632; 0.6; 0.2; 0.2; [0.82368421 0.85263158 0.85263158 0.85185185 0.83862434]; 0.8875; 0.8625; 0.9179292929292929; 0.9295774647887324; 0.939873417721519; 0.9287974683544304; 0.888888888888889; 0.8780487804878049; 0.8877423389618512; 0.8619246861924686; 0.8803418803418803; 0.8629351678132166; 0.9187161317215506; 0.9276094276094277; 0.917929292929293
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svd; 8; 192; 200; zones; ica_diff; svd; 1776; 592; 592; 0.6; 0.2; 0.2; [0.80337079 0.81460674 0.78932584 0.81073446 0.81073446]; 0.96; 0.9366666666666666; 0.9023569023569024; 0.8886426592797784; 0.9031531531531531; 0.8868243243243243; 0.9562043795620437; 0.9290780141843972; 0.958249698916098; 0.9377049180327869; 0.89937106918239; 0.9390472367188545; 0.9026845637583892; 0.9057239057239057; 0.9023569023569024
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; 12; ica_diff; svdn; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.61560694 0.5982659  0.61046512 0.59011628 0.59593023]; 0.5920245398773006; 0.50920245398773; 0.6397306397306397; 0.7108371854134565; 0.802784222737819; 0.6734338747099768; 0.6615776081424937; 0.7222222222222222; 0.5768645357686454; 0.5480225988700564; 0.6643835616438356; 0.5238584474885845; 0.6822568671121009; 0.7735690235690236; 0.6397306397306397
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; 12; ica_diff; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.58791209 0.60497238 0.5359116  0.59116022 0.5718232 ]; 0.6099290780141844; 0.5531914893617021; 0.8952020202020202; 0.9927817878956134; 0.9867549668874173; 0.9928256070640177; 0.6381578947368421; 0.7185185185185186; 0.6143613000755858; 0.6227544910179641; 0.7074829931972789; 0.546334089191232; 0.897908979089791; 0.9217171717171717; 0.8952020202020202
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svdn; 8; 192; 200; zones; ica_diff; svdn; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.54395604 0.5521978  0.56318681 0.56353591 0.50552486]; 0.5714285714285714; 0.5571428571428572; 0.875; 0.9708310401761145; 0.9713656387665198; 0.9708149779735683; 0.5945945945945946; 0.6567164179104478; 0.5749335514209774; 0.5974025974025974; 0.6301369863013698; 0.5538744632999386; 0.8773234200743494; 0.8939393939393939; 0.875
svm_model_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; 12; ica_diff; svdne; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.81791908 0.79190751 0.85174419 0.86627907 0.8372093 ]; 0.9263803680981595; 0.9325153374233128; 0.8619528619528619; 0.8403171007927519; 0.8607888631090487; 0.8364269141531322; 0.9277108433734939; 0.9808917197452229; 0.9283156823578186; 0.9385474860335196; 0.9940828402366864; 0.9301624392266234; 0.8664495114006515; 0.8956228956228957; 0.861952861952862
ensemble_model_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; 12; ica_diff; svdne; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.85135135 0.86486486 0.81891892 0.83695652 0.87771739]; 0.8528301886792453; 0.879245283018868; 0.8846801346801347; 0.8912694161756829; 0.9014084507042254; 0.890032502708559; 0.8641114982578397; 0.9253731343283582; 0.8519995442634157; 0.8873239436619719; 0.9618320610687023; 0.8801697618776347; 0.8876127973748975; 0.9107744107744108; 0.8846801346801347
ensemble_model_v2_N8_B192_E200_nb_zones_12_ica_diff_svdne; 8; 192; 200; zones; ica_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.8559322  0.85227273 0.82670455 0.84659091 0.82386364]; 0.8501628664495114; 0.8469055374592834; 0.8846801346801347; 0.8985994397759103; 0.9103291713961408; 0.8972758229284904; 0.8606060606060606; 0.9530201342281879; 0.8530923455951066; 0.8597014925373134; 0.9113924050632911; 0.8449579474980885; 0.8881632653061224; 0.9158249158249159; 0.8846801346801347
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; 4; svd_trunc_diff; svd; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.98214286 0.99107143 0.99107143 1.         0.99107143]; 0.510752688172043; 0.5967741935483871; 0.8218884120171673; 1.0; 1.0; 1.0; 0.6403162055335969; 1.0; 0.5666666666666667; 0.7252747252747253; 0.9801980198019802; 0.5606872451951078; 0.847145488029466; 0.9956709956709957; 0.8233674127291148
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; 4; svd_trunc_diff; svd; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [1.         0.96774194 0.95901639 0.99180328 0.99180328]; 0.6911764705882353; 0.6617647058823529; 0.8708414872798435; 1.0; 1.0; 1.0; 0.7509881422924901; 0.95; 0.6961538461538461; 0.7294117647058823; 0.9117647058823529; 0.6617647058823529; 0.8823529411764706; 0.9724950884086444; 0.8712377976156283
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.99264706 0.99264706 0.99264706 0.97014925 0.99253731]; 0.6755555555555556; 0.6666666666666666; 0.8685612788632326; 1.0; 1.0; 1.0; 0.7286245353159851; 0.9074074074074074; 0.6844729344729346; 0.7404844290657439; 0.9304347826086956; 0.6606719367588932; 0.8800648298217179; 0.9679144385026738; 0.8689129714637263
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; 4; svd_trunc_diff; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.84545455 0.84259259 0.87962963 0.82407407 0.85185185]; 0.4166666666666667; 0.4722222222222222; 0.7427937915742794; 0.9418181818181819; 0.955719557195572; 0.940959409594096; 0.5569620253164557; 0.7951807228915663; 0.4439821140231027; 0.5739910313901345; 0.7619047619047619; 0.49032738095238093; 0.7702970297029703; 0.8881278538812786; 0.7468656510785703
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; 4; svd_trunc_diff; svdn; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.79545455 0.77272727 0.81060606 0.70769231 0.80769231]; 0.481651376146789; 0.48623853211009177; 0.7756410256410257; 0.9696048632218844; 0.9725609756097561; 0.9695121951219512; 0.5920577617328521; 0.7130434782608696; 0.468172224567328; 0.5851851851851851; 0.7745098039215687; 0.5036342123056119; 0.7966804979253113; 0.8807339449541285; 0.7758331516361135
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.85344828 0.86842105 0.79824561 0.84210526 0.85087719]; 0.5789473684210527; 0.47368421052631576; 0.8098739495798319; 0.9982547993019197; 1.0; 0.9982517482517482; 0.6666666666666667; 0.8080808080808081; 0.5688755688755689; 0.5689655172413792; 0.6875; 0.47140957446808507; 0.8267942583732057; 0.8981288981288982; 0.8089370605294173
svm_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; 4; svd_trunc_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.97580645 0.95967742 0.95081967 0.97540984 0.96721311]; 0.7058823529411765; 0.6862745098039216; 0.8659491193737769; 0.9790660225442834; 0.990228013029316; 0.9788273615635179; 0.7297297297297297; 0.8526315789473684; 0.7153066151617576; 0.7142857142857143; 0.8247422680412371; 0.6927449657963196; 0.8716026241799438; 0.9318637274549099; 0.867461500438736
ensemble_model_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; 4; svd_trunc_diff; svdne; 680; 226; 226; 0.6007067137809188; 0.19964664310954064; 0.19964664310954064; [0.94852941 0.93382353 0.91176471 0.94117647 0.95588235]; 0.6858407079646017; 0.7300884955752213; 0.8780918727915195; 0.9911242603550295; 0.9852941176470589; 0.9911764705882353; 0.7641196013289037; 0.9504132231404959; 0.6656828020464385; 0.8025889967637541; 0.96875; 0.6935586734693877; 0.8926905132192847; 0.9745331069609507; 0.8740068849721881
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 648; 216; 216; 0.6; 0.2; 0.2; [0.95384615 0.94615385 0.97692308 0.96153846 0.9765625 ]; 0.7314814814814815; 0.6527777777777778; 0.8703703703703703; 0.9891472868217055; 0.9845679012345679; 0.9891975308641976; 0.7339449541284404; 0.8080808080808081; 0.7373737373737375; 0.6781115879828326; 0.7669902912621359; 0.6578314288169087; 0.8722627737226277; 0.908745247148289; 0.8713401325994152
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; 6; svd_trunc_diff; svd; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.97252747 0.96703297 0.94505495 0.97252747 0.95      ]; 0.5596026490066225; 0.6158940397350994; 0.8253968253968254; 0.9834983498349835; 0.9845814977973568; 0.9834801762114537; 0.6210826210826211; 0.7730496453900709; 0.5728602264217436; 0.6741573033707865; 0.8333333333333334; 0.6255274261603376; 0.8366336633663366; 0.9147496617050067; 0.8273618942418953
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; 6; svd_trunc_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [0.9494382  0.96067416 0.98314607 0.95505618 0.97159091]; 0.668918918918919; 0.6790540540540541; 0.8635135135135135; 0.9898762654668166; 0.990990990990991; 0.9898648648648649; 0.6956521739130436; 0.8549618320610687; 0.6880869766365949; 0.7353760445682451; 0.868421052631579; 0.6737938596491228; 0.8713375796178344; 0.9408528198074277; 0.8648487206606859
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.97826087 0.9673913  0.97282609 0.98351648 0.93956044]; 0.6622950819672131; 0.6557377049180327; 0.8630406290956749; 0.9989094874591058; 1.0; 0.9989082969432315; 0.7405541561712846; 0.8909090909090909; 0.6418831168831169; 0.7258485639686685; 0.9144736842105263; 0.6565832473340214; 0.8768414849734827; 0.96; 0.861491344873502
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; 6; svd_trunc_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.7712766  0.73404255 0.7712766  0.73655914 0.67204301]; 0.4583333333333333; 0.5; 0.7083333333333334; 0.8640167364016736; 0.8824786324786325; 0.861111111111111; 0.5764411027568922; 0.7278481012658228; 0.4548331415420023; 0.6213592233009708; 0.7619047619047619; 0.47817460317460314; 0.7425014148273912; 0.8261964735516373; 0.7061791767235993
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; 6; svd_trunc_diff; svdn; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.75595238 0.75595238 0.73214286 0.82142857 0.75903614]; 0.4982078853046595; 0.4336917562724014; 0.7628939828080229; 0.9608540925266904; 0.9665871121718377; 0.9606205250596659; 0.5977011494252875; 0.7172413793103448; 0.4892177045805456; 0.5352941176470588; 0.65; 0.43291366906474815; 0.7838014369693012; 0.8522727272727273; 0.7621190225959014
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 780; 260; 260; 0.6; 0.2; 0.2; [0.76282051 0.71794872 0.73717949 0.73076923 0.75      ]; 0.55; 0.5076923076923077; 0.8015384615384615; 0.9832689832689833; 0.9794871794871794; 0.9833333333333334; 0.6507462686567165; 0.8014705882352942; 0.5378320683111955; 0.5897435897435898; 0.71875; 0.5108901515151515; 0.8188202247191011; 0.8914373088685015; 0.8009818123289876
svm_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; 6; svd_trunc_diff; svdne; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.97674419 0.97674419 0.95930233 0.95930233 0.97093023]; 0.6538461538461539; 0.6678321678321678; 0.8561452513966481; 0.986046511627907; 0.986046511627907; 0.9860465116279071; 0.6796116504854369; 0.7835820895522388; 0.6615278868813825; 0.7368421052631579; 0.8866666666666667; 0.6565686274509804; 0.8653594771241829; 0.927170868347339; 0.8563430943408004
ensemble_model_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; 6; svd_trunc_diff; svdne; 852; 284; 284; 0.6; 0.2; 0.2; [0.96511628 0.95882353 0.95882353 0.97647059 0.98235294]; 0.6443661971830986; 0.7288732394366197; 0.8690140845070422; 0.9906542056074766; 0.9953051643192489; 0.9906103286384977; 0.7055393586005831; 0.9603174603174603; 0.6763612618042998; 0.7890410958904109; 0.9664429530201343; 0.7165548098434005; 0.8810741687979541; 0.9828815977175464; 0.8704394080381891
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.96315789 0.97894737 0.97368421 0.96315789 0.96315789]; 0.6012658227848101; 0.620253164556962; 0.8426042983565107; 0.9968387776606955; 0.9957894736842106; 0.9968421052631579; 0.7056074766355139; 0.9263803680981595; 0.5906411644412366; 0.7073170731707317; 0.90625; 0.6165865384615384; 0.8606603245663123; 0.9636591478696742; 0.8415234514858575
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; 8; svd_trunc_diff; svd; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.96694215 0.97107438 0.9875     0.9625     0.975     ]; 0.6882793017456359; 0.7007481296758105; 0.8713858424725822; 0.9892116182572616; 0.9900332225913622; 0.989202657807309; 0.7072599531615926; 0.7743589743589744; 0.6905775454319143; 0.7489539748953975; 0.7816593886462883; 0.6873413222301208; 0.8777251184834124; 0.9025341130604289; 0.8706548116322552
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; 8; svd_trunc_diff; svd; 1152; 384; 384; 0.6; 0.2; 0.2; [0.96551724 0.96956522 0.97391304 0.9826087  0.93478261]; 0.6536458333333334; 0.6666666666666666; 0.8598958333333333; 0.9930915371329878; 0.9982638888888888; 0.9930555555555555; 0.7334669338677354; 0.9195979899497487; 0.6435827787586581; 0.7377049180327869; 0.9424083769633508; 0.6680953801915199; 0.8745920745920746; 0.9710144927536232; 0.8591969738401238
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 1324; 441; 441; 0.600181323662738; 0.19990933816863102; 0.19990933816863102; [0.98496241 0.95112782 0.96969697 0.93560606 0.94318182]; 0.6575963718820862; 0.6530612244897959; 0.8599274705349048; 0.9962321024868124; 0.9984894259818731; 0.9962235649546828; 0.7177570093457943; 0.909952606635071; 0.6680197815784051; 0.7243243243243244; 0.8854625550660793; 0.6460023055704228; 0.8721555647496898; 0.9581818181818181; 0.8601939832319578
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; 8; svd_trunc_diff; svdn; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.72131148 0.78688525 0.7231405  0.7231405  0.73553719]; 0.5123762376237624; 0.45544554455445546; 0.7903066271018794; 0.9942100909842845; 0.9901153212520593; 0.9942339373970346; 0.5745140388768898; 0.6717171717171717; 0.5154702363440228; 0.49771689497716903; 0.5532994923857868; 0.4578091664827485; 0.7990521327014218; 0.8413173652694611; 0.7907567218504169
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; 8; svd_trunc_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.78455285 0.81147541 0.73770492 0.72131148 0.79508197]; 0.48402948402948404; 0.48157248157248156; 0.7627701375245579; 0.95016077170418; 0.967266775777414; 0.9492635024549918; 0.6167883211678833; 0.8086124401913876; 0.47501329080276444; 0.5965583173996176; 0.78; 0.4866183574879227; 0.7913606911447085; 0.8980392156862745; 0.7625038598116411
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.77391304 0.76086957 0.80869565 0.80434783 0.78070175]; 0.45549738219895286; 0.47643979057591623; 0.7672594142259415; 0.9681857265692176; 0.980836236933798; 0.9677700348432057; 0.5497835497835498; 0.6978021978021978; 0.4664010989010988; 0.5762711864406779; 0.7157894736842105; 0.47768640350877195; 0.787792083929423; 0.8731501057082452; 0.7683555911564001
svm_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; 8; svd_trunc_diff; svdne; 1362; 454; 454; 0.6; 0.2; 0.2; [0.95620438 0.94485294 0.94852941 0.94117647 0.95220588]; 0.6585903083700441; 0.7092511013215859; 0.8497797356828194; 0.9614835948644793; 0.9897209985315712; 0.9603524229074891; 0.6817248459958931; 0.7377777777777778; 0.6592819019893256; 0.7261410788381742; 0.7743362831858407; 0.7095365626455519; 0.8561788274989456; 0.8966431095406361; 0.8499032770901775
ensemble_model_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; 8; svd_trunc_diff; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.99152542 0.98305085 0.97881356 0.97457627 0.97008547]; 0.7372448979591837; 0.7219387755102041; 0.890927624872579; 0.99830220713073; 0.99830220713073; 0.99830220713073; 0.7706013363028952; 0.8871794871794871; 0.7380059872445659; 0.7705263157894736; 0.9384615384615385; 0.723037875829754; 0.8981921979067555; 0.9642492339121552; 0.8910768041381733
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 1094; 364; 364; 0.6004390779363337; 0.19978046103183314; 0.19978046103183314; [0.96363636 0.95454545 0.9587156  0.96788991 0.94954128]; 0.7774725274725275; 0.7252747252747253; 0.8951701427003294; 0.9908424908424908; 0.9890310786106032; 0.9908592321755026; 0.8066825775656324; 0.9037433155080213; 0.7739055560590955; 0.7512437810945273; 0.848314606741573; 0.7279207442310016; 0.9001568217459487; 0.944078947368421; 0.8951163967611336
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; 10; svd_trunc_diff; svd; 1446; 482; 482; 0.6; 0.2; 0.2; [0.96206897 0.97931034 0.95862069 0.97916667 0.97222222]; 0.6451612903225806; 0.6666666666666666; 0.8581649831649831; 0.9883481836874572; 0.9972337482710927; 0.9882434301521439; 0.7263681592039801; 0.9690265486725663; 0.6539693412818899; 0.7479674796747968; 0.9623430962343096; 0.6581626985596327; 0.8741128128502054; 0.9848484848484849; 0.8581649831649831
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; 10; svd_trunc_diff; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.97741935 0.97741935 0.96451613 0.97096774 0.95779221]; 0.6618357487922706; 0.6932367149758454; 0.8876262626262627; 1.0; 1.0; 1.0; 0.7297297297297297; 0.9264705882352942; 0.6656162464985995; 0.7543520309477756; 0.9285714285714286; 0.6897759103641457; 0.8966318234610917; 0.9747474747474747; 0.8876262626262627
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 1488; 496; 496; 0.6; 0.2; 0.2; [0.96644295 0.95302013 0.96644295 0.94630872 0.95608108]; 0.6981981981981982; 0.7207207207207207; 0.890993265993266; 0.9993284083277367; 1.0; 0.9993279569892474; 0.75; 0.9436619718309859; 0.7077617218462289; 0.7801418439716311; 0.9523809523809523; 0.7109322602280348; 0.8999613750482812; 0.9806397306397306; 0.890993265993266
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; 10; svd_trunc_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.78571429 0.78571429 0.81849315 0.79794521 0.73972603]; 0.47368421052631576; 0.43640350877192985; 0.7091750841750841; 0.8665749656121046; 0.860655737704918; 0.8674863387978141; 0.5876288659793815; 0.7037037037037037; 0.4574856546687533; 0.5352622061482821; 0.6948356807511737; 0.45235611198052517; 0.7331015836230206; 0.7988215488215489; 0.7091750841750842
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; 10; svd_trunc_diff; svdn; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.76623377 0.75324675 0.80194805 0.73701299 0.77272727]; 0.4473684210526316; 0.4138755980861244; 0.7941919191919192; 0.9915966386554623; 0.9961038961038962; 0.9915584415584416; 0.5514563106796118; 0.7171717171717171; 0.46085858585858586; 0.5261121856866537; 0.6181818181818182; 0.4025252525252525; 0.8103916246607212; 0.8796296296296297; 0.7941919191919191
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.77816901 0.75704225 0.76595745 0.76241135 0.78014184]; 0.44798301486199577; 0.4968152866242038; 0.769100169779287; 0.967247386759582; 0.9816124469589816; 0.9667609618104667; 0.5373665480427046; 0.6398305084745762; 0.44757482870537324; 0.5849387040280211; 0.7136752136752137; 0.498187817808071; 0.7881619937694703; 0.8598130841121495; 0.7691771103342767
svm_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; 10; svd_trunc_diff; svdne; 1560; 520; 520; 0.6; 0.2; 0.2; [0.97115385 0.95512821 0.96474359 0.9775641  0.98397436]; 0.6813725490196079; 0.6936274509803921; 0.8817340067340067; 0.9835651074589127; 0.9974358974358974; 0.9833333333333334; 0.7302904564315352; 0.8669950738916257; 0.6822780247506909; 0.7433264887063654; 0.8829268292682927; 0.6926949417277424; 0.8898471187769501; 0.9553872053872053; 0.8817340067340068
ensemble_model_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; 10; svd_trunc_diff; svdne; 1428; 476; 476; 0.6; 0.2; 0.2; [0.96153846 0.94755245 0.96853147 0.93356643 0.94366197]; 0.8312236286919831; 0.8628691983122363; 0.9330808080808081; 0.9902370990237099; 0.9943977591036415; 0.9901960784313726; 0.8467432950191572; 0.9020408163265307; 0.8287496658051867; 0.8637316561844863; 0.8995633187772926; 0.8640673736743605; 0.9346485819975339; 0.9570707070707071; 0.9330808080808082
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 1614; 538; 538; 0.6; 0.2; 0.2; [0.97530864 0.97839506 0.95962733 0.96273292 0.97515528]; 0.7296587926509186; 0.7139107611548556; 0.9078282828282829; 0.9956548727498449; 0.9938042131350682; 0.9956629491945477; 0.7405541561712846; 0.8121546961325967; 0.7335773480662984; 0.7360774818401937; 0.76; 0.7114917127071824; 0.909541511771995; 0.9267676767676768; 0.9078282828282829
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; 12; svd_trunc_diff; svd; 1728; 576; 576; 0.6; 0.2; 0.2; [0.97976879 0.97109827 0.96820809 0.98265896 0.98255814]; 0.6975308641975309; 0.7376543209876543; 0.922979797979798; 1.0; 1.0; 1.0; 0.751269035532995; 0.925; 0.7003048780487805; 0.7869674185463659; 0.9573170731707317; 0.7349085365853658; 0.9274097580325267; 0.984006734006734; 0.9229797979797979
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; 12; svd_trunc_diff; svd; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.95454545 0.96875    0.97443182 0.97443182 0.97727273]; 0.775974025974026; 0.814935064935065; 0.9402356902356902; 0.9909399773499433; 0.9943181818181818; 0.9909090909090909; 0.7976539589442815; 0.918918918918919; 0.7813344594594595; 0.8403361344537815; 0.9375; 0.8099662162162162; 0.9423701298701299; 0.9772727272727273; 0.9402356902356902
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svd; 8; 0; 8; zones; svd_trunc_diff; svd; 1830; 610; 610; 0.6; 0.2; 0.2; [0.95081967 0.96174863 0.96994536 0.96448087 0.96448087]; 0.6227106227106227; 0.6117216117216118; 0.9111952861952862; 0.9989071038251366; 0.9989071038251366; 0.9989071038251365; 0.7178082191780821; 0.9097222222222222; 0.6060239018087855; 0.6900584795321637; 0.9147286821705426; 0.6275032299741602; 0.9168309026409145; 0.9789562289562289; 0.9111952861952861
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; 12; svd_trunc_diff; svdn; 1794; 598; 598; 0.6; 0.2; 0.2; [0.75277778 0.75555556 0.73463687 0.74581006 0.69832402]; 0.48109965635738833; 0.47079037800687284; 0.8282828282828283; 0.942296918767507; 0.9375696767001115; 0.9425863991081381; 0.5236593059936908; 0.5804195804195804; 0.48277735777735775; 0.5276073619631902; 0.581081081081081; 0.4688622188622189; 0.8319604612850082; 0.8501683501683501; 0.8282828282828283
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; 12; svd_trunc_diff; svdn; 1836; 612; 612; 0.6; 0.2; 0.2; [0.73369565 0.73097826 0.7826087  0.71857923 0.75136612]; 0.48518518518518516; 0.5296296296296297; 0.8463804713804713; 0.9466882067851373; 0.9575163398692811; 0.9460784313725491; 0.5947521865889213; 0.7846153846153846; 0.4958791208791209; 0.650137741046832; 0.8428571428571429; 0.5175824175824176; 0.8575887631681622; 0.9250841750841751; 0.8463804713804715
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdn; 8; 0; 8; zones; svd_trunc_diff; svdn; 1734; 578; 578; 0.6; 0.2; 0.2; [0.72413793 0.76724138 0.77745665 0.7283237  0.74277457]; 0.4517133956386293; 0.46417445482866043; 0.8438552188552189; 0.9866975130133026; 0.9838523644752019; 0.9867358708189157; 0.5577889447236181; 0.6646706586826348; 0.44272493973092775; 0.5425531914893618; 0.6623376623376623; 0.47188739404308266; 0.8517778665601277; 0.8973063973063973; 0.8438552188552189
svm_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; 12; svd_trunc_diff; svdne; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.95355191 0.93715847 0.93169399 0.96448087 0.96153846]; 0.6861313868613139; 0.6386861313868614; 0.898989898989899; 0.9701573521432447; 0.9781181619256017; 0.9699124726477024; 0.7225806451612903; 0.7887323943661971; 0.6822449850618864; 0.6816720257234726; 0.803030303030303; 0.6444728979940247; 0.9025974025974026; 0.936026936026936; 0.8989898989898989
ensemble_model_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; 12; svd_trunc_diff; svdne; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.96216216 0.96486486 0.97027027 0.96195652 0.95380435]; 0.6452830188679245; 0.5811320754716981; 0.9040404040404041; 0.9875742841707185; 0.9902491874322861; 0.9875406283856988; 0.7251461988304094; 0.9051094890510949; 0.6361484945255474; 0.6782608695652174; 0.9140625; 0.592067746350365; 0.9101654846335697; 0.9722222222222222; 0.9040404040404041
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_trunc_diff_svdne; 8; 0; 8; zones; svd_trunc_diff; svdne; 1698; 566; 566; 0.6; 0.2; 0.2; [0.97647059 0.97352941 0.96470588 0.96470588 0.97337278]; 0.7433628318584071; 0.7286135693215339; 0.9191919191919192; 0.9923213230950975; 0.9893992932862191; 0.9923439340400471; 0.7716535433070867; 0.9363057324840764; 0.7566144047035765; 0.786046511627907; 0.9285714285714286; 0.7126933575978162; 0.9233226837060704; 0.9730639730639731; 0.9191919191919191
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; 4; svd_trunc_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.91071429 0.96428571 0.9375     0.89285714 0.93636364]; 0.7634408602150538; 0.7903225806451613; 0.8795698924731182; 0.9493891797556719; 0.974910394265233; 0.9480286738351255; 0.7349397590361446; 0.8472222222222222; 0.778874269005848; 0.7719298245614035; 0.8148148148148148; 0.7931216931216932; 0.8769230769230769; 0.9236111111111112; 0.8824882864792504
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; 4; svd_trunc_diff; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.94262295 0.96721311 0.97540984 0.93333333 0.975     ]; 0.8118811881188119; 0.8168316831683168; 0.9247524752475248; 0.9983525535420099; 1.0; 0.9983498349834983; 0.8061224489795918; 0.9186046511627907; 0.825681635926223; 0.827906976744186; 0.9175257731958762; 0.8206676485027; 0.9253438113948919; 0.9691358024691358; 0.9263617943643389
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.99180328 0.96721311 0.94262295 0.95901639 0.95901639]; 0.8177339901477833; 0.8029556650246306; 0.9232283464566929; 0.9983633387888707; 1.0; 0.9983606557377049; 0.8514056224899599; 0.9636363636363636; 0.8043988269794722; 0.824561403508772; 0.9306930693069307; 0.8035818287711125; 0.9283088235294118; 0.9786821705426356; 0.9223410852713179
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; 4; svd_trunc_diff; svdn; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.546875   0.59375    0.546875   0.578125   0.57142857]; 0.5566037735849056; 0.5990566037735849; 0.6139359698681732; 0.7144622991347342; 0.9059561128526645; 0.6379310344827587; 0.6780821917808219; 0.868421052631579; 0.5311493018259936; 0.7038327526132404; 0.8706896551724138; 0.5707614942528736; 0.7046109510086456; 0.8907103825136612; 0.6042245869683316
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; 4; svd_trunc_diff; svdn; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.55172414 0.49137931 0.48275862 0.44827586 0.47368421]; 0.5364583333333334; 0.484375; 0.8045738045738046; 1.0; 1.0; 1.0; 0.4971751412429379; 0.4731182795698925; 0.5345389377647443; 0.4923076923076923; 0.5106382978723404; 0.48491098567086405; 0.8021052631578948; 0.8004201680672269; 0.8045310716879345
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.59701493 0.55970149 0.58955224 0.59090909 0.53030303]; 0.5945945945945946; 0.527027027027027; 0.781981981981982; 0.9297458893871451; 0.933933933933934; 0.9294294294294294; 0.6218487394957983; 0.6491228070175439; 0.5930799220272904; 0.5070422535211268; 0.5567010309278351; 0.5303505154639175; 0.7839285714285714; 0.8069852941176471; 0.7824679120764915
svm_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; 4; svd_trunc_diff; svdne; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.93220339 0.93220339 0.96551724 0.93103448 0.93103448]; 0.8195876288659794; 0.8298969072164949; 0.9053497942386831; 0.958904109589041; 0.958904109589041; 0.9589041095890412; 0.8148148148148148; 0.8369565217391305; 0.8204390451832907; 0.8290155440414508; 0.851063829787234; 0.830531914893617; 0.9047619047619048; 0.9142259414225942; 0.9054935375129165
ensemble_model_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; 4; svd_trunc_diff; svdne; 674; 224; 224; 0.6007130124777184; 0.19964349376114082; 0.19964349376114082; [0.97794118 0.96323529 0.97014925 0.97014925 0.97761194]; 0.8348214285714286; 0.8169642857142857; 0.9260249554367201; 0.9925925925925925; 0.9940652818991098; 0.9925816023738873; 0.8438818565400844; 0.8849557522123894; 0.8343697679980866; 0.8326530612244897; 0.85; 0.8144230769230769; 0.9282627484874676; 0.9421052631578948; 0.9257627765064836
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.95522388 0.86567164 0.95454545 0.93939394 0.96212121]; 0.7737556561085973; 0.8099547511312217; 0.8987341772151899; 0.9692307692307691; 0.9487951807228916; 0.9698795180722891; 0.8076923076923077; 0.9210526315789473; 0.7689375307427447; 0.8320000000000001; 0.9369369369369369; 0.8093775593775594; 0.9034482758620691; 0.940754039497307; 0.8984280215701471
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; 6; svd_trunc_diff; svd; 768; 256; 256; 0.6; 0.2; 0.2; [0.94155844 0.92857143 0.94155844 0.93506494 0.92763158]; 0.82421875; 0.80078125; 0.89375; 0.9477806788511749; 0.9453125; 0.9479166666666666; 0.8421052631578948; 0.9022556390977443; 0.821046518735864; 0.8089887640449438; 0.9; 0.8066176470588236; 0.896813353566009; 0.9277864992150706; 0.8939088017070689
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; 6; svd_trunc_diff; svd; 980; 326; 326; 0.6004901960784313; 0.19975490196078433; 0.19975490196078433; [0.93877551 0.93877551 0.95918367 0.94897959 0.94387755]; 0.8282208588957055; 0.803680981595092; 0.9074754901960784; 0.9680741503604531; 0.9591836734693877; 0.9683673469387754; 0.8435754189944134; 0.9556962025316456; 0.8320147679324894; 0.8306878306878307; 0.9345238095238095; 0.7995403857745631; 0.9115407147041594; 0.9534313725490197; 0.9074754901960785
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.9516129  0.96774194 0.92473118 0.96195652 0.96195652]; 0.7922077922077922; 0.7792207792207793; 0.9085603112840467; 0.9903329752953812; 0.9956803455723542; 0.990280777537797; 0.8072289156626505; 0.864516129032258; 0.7917351886991355; 0.8023255813953488; 0.9139072847682119; 0.7817944067153162; 0.9122588674548848; 0.953185955786736; 0.9086757722012593
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; 6; svd_trunc_diff; svdn; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.5872093  0.54651163 0.51744186 0.52352941 0.53529412]; 0.543859649122807; 0.5403508771929825; 0.5561009817671809; 0.5053191489361702; 0.4439252336448598; 0.5654205607476636; 0.4628099173553719; 0.38095238095238093; 0.5491718426501035; 0.46963562753036436; 0.3945578231292517; 0.5451049985211476; 0.48992747784045126; 0.42105263157894735; 0.55782745215311
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; 6; svd_trunc_diff; svdn; 794; 264; 264; 0.6006051437216339; 0.19969742813918306; 0.19969742813918306; [0.65       0.5125     0.56962025 0.59493671 0.64556962]; 0.5; 0.5681818181818182; 0.813161875945537; 0.9987421383647799; 1.0; 0.9987405541561714; 0.5147058823529411; 0.5109489051094891; 0.49956894074372094; 0.5869565217391304; 0.6044776119402985; 0.5676234213547646; 0.8160833953834699; 0.8203592814371258; 0.8130848394953214
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1014; 338; 338; 0.6; 0.2; 0.2; [0.54901961 0.56862745 0.53960396 0.55445545 0.54950495]; 0.5710059171597633; 0.5355029585798816; 0.7769230769230769; 0.9268292682926829; 0.9368836291913215; 0.92603550295858; 0.56973293768546; 0.5714285714285714; 0.5710084033613445; 0.5395894428152492; 0.5542168674698795; 0.5358293639674979; 0.7786259541984734; 0.7883472057074911; 0.7769769008513898
svm_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; 6; svd_trunc_diff; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.94505495 0.96111111 0.94444444 0.91111111 0.91666667]; 0.8366666666666667; 0.8133333333333334; 0.8994673768308922; 0.9486607142857143; 0.9423503325942351; 0.9490022172949003; 0.842443729903537; 0.903448275862069; 0.8388209121245829; 0.8292682926829269; 0.918918918918919; 0.8147226173541963; 0.9016286644951139; 0.9301075268817204; 0.8997503333617045
ensemble_model_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; 6; svd_trunc_diff; svdne; 964; 321; 321; 0.6002490660024906; 0.19987546699875466; 0.19987546699875466; [0.93814433 0.97938144 0.94270833 0.94270833 0.96354167]; 0.794392523364486; 0.7725856697819314; 0.902241594022416; 0.9814814814814816; 0.9896265560165975; 0.9813278008298756; 0.8070175438596491; 0.8466257668711656; 0.7935660479925448; 0.7794561933534743; 0.8543046357615894; 0.7771523178807946; 0.9045592705167174; 0.9346733668341709; 0.9025218686022707
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.87096774 0.92473118 0.89130435 0.88586957 0.91304348]; 0.8831168831168831; 0.8474025974025974; 0.9214285714285714; 0.9586056644880173; 0.9523809523809523; 0.9588744588744588; 0.8881987577639752; 0.910828025477707; 0.8825663306196483; 0.853582554517134; 0.8838709677419355; 0.8471642420409023; 0.9224855861627161; 0.9302325581395349; 0.9213825976076264
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; 8; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.89166667 0.92083333 0.92083333 0.90756303 0.93277311]; 0.8115577889447236; 0.8391959798994975; 0.8865461847389559; 0.9270746018440905; 0.9247491638795987; 0.927257525083612; 0.8251748251748252; 0.9567567567567568; 0.821101383073214; 0.8672199170124482; 0.9675925925925926; 0.8272028897028897; 0.8925855513307984; 0.93993993993994; 0.8863848743002821
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; 8; svd_trunc_diff; svd; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.94117647 0.95798319 0.9279661  0.92372881 0.93644068]; 0.7842639593908629; 0.7944162436548223; 0.8955375253549696; 0.9652777777777778; 0.9391891891891891; 0.9662162162162161; 0.8123620309050773; 0.9292929292929293; 0.7835240156668728; 0.8137931034482759; 0.9315789473684211; 0.799122807017544; 0.8990196078431373; 0.9357142857142857; 0.895780529953917
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.92916667 0.91176471 0.87394958 0.92016807 0.92857143]; 0.8740554156171285; 0.8463476070528967; 0.93202416918429; 0.9796264855687606; 0.9681208053691275; 0.9798657718120806; 0.8780487804878049; 0.9278350515463918; 0.8752475750342796; 0.8604118993135011; 0.9038461538461539; 0.8434574684574684; 0.9333333333333333; 0.9468937875751503; 0.9319489180790732
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; 8; svd_trunc_diff; svdn; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.55241935 0.58064516 0.52845528 0.61382114 0.62195122]; 0.5888077858880778; 0.5571776155717761; 0.5963035019455253; 0.6231313926042487; 0.6418152350081038; 0.6118314424635333; 0.6132723112128147; 0.6411483253588517; 0.5879008953526932; 0.5882352941176471; 0.6190476190476191; 0.5557924662402274; 0.613953488372093; 0.637065637065637; 0.5959837989249753
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; 8; svd_trunc_diff; svdn; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.5        0.564      0.536      0.60483871 0.55645161]; 0.5469879518072289; 0.5445783132530121; 0.8034682080924855; 0.9751004016064257; 0.9743178170144462; 0.9751203852327447; 0.5252525252525252; 0.52; 0.546046511627907; 0.5552941176470588; 0.5315315315315315; 0.5455585118797553; 0.8025169409486932; 0.7933014354066986; 0.8035372356470932
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.53017241 0.56465517 0.53913043 0.57391304 0.53043478]; 0.5390625; 0.5338541666666666; 0.7939646201873048; 0.9650959860383943; 0.9584055459272097; 0.9653379549393414; 0.5541561712846347; 0.5699481865284974; 0.5389007948349294; 0.5601965601965602; 0.5846153846153846; 0.5330484330484331; 0.7969230769230768; 0.805181347150259; 0.7939177373159862
svm_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; 8; svd_trunc_diff; svdne; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.94090909 0.92727273 0.92727273 0.93636364 0.9       ]; 0.8387978142076503; 0.8142076502732241; 0.9033842794759825; 0.9542124542124542; 0.9472727272727273; 0.9545454545454546; 0.8475452196382429; 0.9060773480662984; 0.8395251605196355; 0.8181818181818183; 0.8742857142857143; 0.8167240089753178; 0.9044792228818131; 0.9249448123620309; 0.9036171146043416
ensemble_model_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; 8; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.925      0.95833333 0.9375     0.91596639 0.92436975]; 0.821608040201005; 0.8442211055276382; 0.9252008032128514; 0.9866666666666667; 0.9899665551839465; 0.9866220735785953; 0.827250608272506; 0.8585858585858586; 0.8217929292929294; 0.8622222222222223; 0.9107981220657277; 0.8391828448166476; 0.9277049975739933; 0.9474727452923687; 0.9249062607438445
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 1092; 364; 364; 0.6; 0.2; 0.2; [0.93636364 0.92201835 0.94954128 0.88990826 0.94495413]; 0.8516483516483516; 0.8708791208791209; 0.9313186813186813; 0.9781021897810219; 0.9816849816849816; 0.978021978021978; 0.8608247422680412; 0.8789473684210526; 0.8503932244404113; 0.8733153638814016; 0.8852459016393442; 0.8707997463997826; 0.9326145552560647; 0.941240478781284; 0.931219573463894
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; 10; svd_trunc_diff; svd; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.93       0.94630872 0.93959732 0.95973154 0.9295302 ]; 0.8914027149321267; 0.9004524886877828; 0.9393939393939394; 0.9645776566757492; 0.9490616621983914; 0.9651474530831098; 0.8904109589041096; 0.9112149532710281; 0.8920109854074438; 0.9067796610169491; 0.9385964912280702; 0.8992047876701098; 0.9394449116904963; 0.9402356902356902; 0.9393939393939394
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; 10; svd_trunc_diff; svd; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.94482759 0.94482759 0.97222222 0.94791667 0.94444444]; 0.8369098712446352; 0.8454935622317596; 0.9271885521885522; 0.9826989619377163; 0.9833795013850416; 0.9826869806094183; 0.8362068965517241; 0.8362068965517241; 0.836906867079281; 0.8448275862068965; 0.8376068376068376; 0.8455275567344532; 0.9270965023177413; 0.9259259259259259; 0.9271885521885522
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.92657343 0.94055944 0.90559441 0.92605634 0.92957746]; 0.8568421052631578; 0.8610526315789474; 0.9292929292929293; 0.9762900976290098; 0.9817671809256662; 0.976157082748948; 0.8656126482213439; 0.8622047244094488; 0.8564417287205615; 0.8583690987124465; 0.9049773755656109; 0.863906010617451; 0.9301745635910224; 0.9419191919191919; 0.9292929292929293
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; 10; svd_trunc_diff; svdn; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.55696203 0.52848101 0.54113924 0.54746835 0.51898734]; 0.5753768844221105; 0.5226130653266332; 0.5774410774410774; 0.5742574257425743; 0.5506329113924051; 0.5917721518987342; 0.5266106442577031; 0.4845360824742268; 0.57315039417829; 0.5000000000000001; 0.46568627450980393; 0.5240802506569638; 0.5541740674955594; 0.5252525252525253; 0.5774410774410774
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; 10; svd_trunc_diff; svdn; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.54929577 0.5528169  0.5        0.54577465 0.54255319]; 0.576271186440678; 0.5233050847457628; 0.8196443691786621; 0.9992952783650458; 1.0; 0.9992947813822285; 0.5633187772925764; 0.5536480686695279; 0.5759872142510819; 0.5302713987473904; 0.5313807531380753; 0.5232011061827715; 0.8191850594227504; 0.817104149026249; 0.8196443691786621
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.55960265 0.55629139 0.55333333 0.52666667 0.52      ]; 0.5298165137614679; 0.5114678899082569; 0.8017676767676768; 0.9647840531561462; 0.9654255319148937; 0.9647606382978723; 0.5308924485125859; 0.5155555555555555; 0.53028962611901; 0.5170068027210885; 0.5402843601895735; 0.512364402317009; 0.8023499790180445; 0.8047138047138047; 0.8017676767676768
svm_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; 10; svd_trunc_diff; svdne; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.93288591 0.94295302 0.90604027 0.93959732 0.93959732]; 0.8826185101580135; 0.871331828442438; 0.9212962962962963; 0.9467213114754098; 0.9302013422818792; 0.9476510067114093; 0.8980392156862744; 1.0; 0.8785046728971962; 0.8805031446540881; 0.9813084112149533; 0.8749336815900094; 0.923704610363117; 0.9528619528619529; 0.9212962962962963
ensemble_model_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; 10; svd_trunc_diff; svdne; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.93581081 0.94932432 0.93581081 0.9527027  0.91496599]; 0.8396436525612472; 0.8262806236080178; 0.9170875420875421; 0.9677861549006168; 0.9553450608930988; 0.9682002706359946; 0.8636363636363636; 0.9827586206896551; 0.834697282695058; 0.8421052631578948; 0.9585253456221198; 0.8305557762593357; 0.920596533655784; 0.9612794612794613; 0.9170875420875421
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.89666667 0.92666667 0.92333333 0.91275168 0.9261745 ]; 0.8681818181818182; 0.8545454545454545; 0.928030303030303; 0.9670477471418965; 0.9612299465240641; 0.9672459893048128; 0.8711111111111111; 0.8990825688073395; 0.8684602033225887; 0.8565022421524662; 0.8603603603603603; 0.8544921067856847; 0.9282417121275703; 0.930976430976431; 0.9280303030303031
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; 12; svd_trunc_diff; svd; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.91242938 0.92655367 0.92655367 0.92372881 0.94602273]; 0.868421052631579; 0.8552631578947368; 0.9217171717171717; 0.94211123723042; 0.9389140271493213; 0.9423076923076923; 0.8749999999999999; 0.9271523178807947; 0.868804917110332; 0.8674698795180723; 0.9411764705882353; 0.8546941955590184; 0.9229494614747309; 0.9377104377104377; 0.9217171717171717
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; 12; svd_trunc_diff; svd; 1698; 566; 566; 0.6; 0.2; 0.2; [0.91176471 0.94117647 0.92352941 0.89705882 0.92307692]; 0.8967551622418879; 0.8790560471976401; 0.9385521885521886; 0.9584816132858838; 0.9517078916372202; 0.9587750294464076; 0.8874598070739549; 0.8961038961038961; 0.8967005967005967; 0.8864265927977839; 0.8648648648648649; 0.8804843804843805; 0.9380831212892282; 0.930976430976431; 0.9385521885521886
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svd; 8; 46; 54; zones; svd_trunc_diff; svd; 1878; 626; 626; 0.6; 0.2; 0.2; [0.92553191 0.92819149 0.8962766  0.92287234 0.90641711]; 0.7991967871485943; 0.8152610441767069; 0.9364478114478114; 0.9703504043126685; 0.9584664536741214; 0.970713525026624; 0.8062015503875969; 0.8813559322033898; 0.8032733859490231; 0.8345323741007193; 0.8854961832061069; 0.8113921593996637; 0.9368465077373485; 0.9427609427609428; 0.9364478114478115
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; 12; svd_trunc_diff; svdn; 1740; 580; 580; 0.6; 0.2; 0.2; [0.57471264 0.54597701 0.54885057 0.54022989 0.53735632]; 0.5377358490566038; 0.6037735849056604; 0.5972222222222222; 0.6306695464362851; 0.671264367816092; 0.606896551724138; 0.5714285714285714; 0.6447368421052632; 0.5422479391249208; 0.6272189349112426; 0.6385542168674698; 0.6021718452758402; 0.6221871298855112; 0.6632996632996633; 0.5972222222222222
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; 12; svd_trunc_diff; svdn; 1836; 612; 612; 0.6; 0.2; 0.2; [0.57880435 0.57608696 0.57336957 0.56830601 0.58469945]; 0.5888888888888889; 0.5333333333333333; 0.867003367003367; 0.9571815718157182; 0.9618736383442266; 0.9569716775599129; 0.5934065934065935; 0.6183206106870229; 0.5897358449118568; 0.5367647058823528; 0.5251798561151079; 0.5335822944697677; 0.8677824267782427; 0.872895622895623; 0.8670033670033671
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdn; 8; 46; 54; zones; svd_trunc_diff; svdn; 1758; 586; 586; 0.6; 0.2; 0.2; [0.55397727 0.57670455 0.56818182 0.57102273 0.56571429]; 0.5016181229773463; 0.5372168284789643; 0.8354377104377104; 0.9467723669309174; 0.9510807736063709; 0.9465301478953356; 0.5304878048780487; 0.5761589403973509; 0.503269343616397; 0.5342019543973942; 0.5189873417721519; 0.5376393662503143; 0.8371511870054144; 0.8459595959595959; 0.8354377104377104
svm_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; 12; svd_trunc_diff; svdne; 1800; 600; 600; 0.6; 0.2; 0.2; [0.93611111 0.93333333 0.94166667 0.91666667 0.91944444]; 0.8576388888888888; 0.8819444444444444; 0.9297138047138047; 0.9487750556792873; 0.9466666666666667; 0.948888888888889; 0.8540925266903915; 0.8571428571428571; 0.8576254826254827; 0.8827586206896552; 0.8648648648648649; 0.8824324324324325; 0.9294465568229827; 0.9259259259259259; 0.9297138047138047
ensemble_model_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; 12; svd_trunc_diff; svdne; 1734; 578; 578; 0.6; 0.2; 0.2; [0.89367816 0.90517241 0.93641618 0.9017341  0.90751445]; 0.9283489096573209; 0.897196261682243; 0.9486531986531986; 0.9616724738675959; 0.9550173010380623; 0.9619377162629758; 0.9283489096573209; 0.9141104294478528; 0.9285742020656986; 0.8945686900958466; 0.8860759493670886; 0.8970257047448938; 0.9482173174872665; 0.9402356902356902; 0.9486531986531987
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_trunc_diff_svdne; 8; 46; 54; zones; svd_trunc_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.91436464 0.90883978 0.92222222 0.93611111 0.91388889]; 0.8426573426573427; 0.8426573426573427; 0.9393939393939394; 0.96962879640045; 0.9556541019955654; 0.9700665188470067; 0.8598130841121495; 0.9787234042553191; 0.844534115920763; 0.8640483383685801; 0.9862068965517241; 0.840621178772316; 0.9407407407407408; 0.9621212121212122; 0.9393939393939394
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; 4; svd_trunc_diff; svd; 648; 216; 216; 0.6; 0.2; 0.2; [0.90769231 0.85384615 0.9        0.86923077 0.90625   ]; 0.8472222222222222; 0.8518518518518519; 0.8759259259259259; 0.8977777777777779; 0.9351851851851852; 0.8935185185185185; 0.8695652173913044; 0.9649122807017544; 0.8402992776057792; 0.8688524590163934; 0.9814814814814815; 0.8518518518518517; 0.8856655290102389; 0.9505494505494505; 0.8750874593571223
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; 4; svd_trunc_diff; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.92741935 0.85483871 0.84677419 0.86885246 0.90983607]; 0.8536585365853658; 0.8146341463414634; 0.8859649122807017; 0.9213483146067416; 0.9318181818181818; 0.9204545454545454; 0.8717948717948718; 0.8869565217391304; 0.8490338164251208; 0.8207547169811321; 0.8877551020408163; 0.8177093267213428; 0.8905519176800749; 0.9136276391554703; 0.8855266908648638
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.88709677 0.86290323 0.87704918 0.8442623  0.94262295]; 0.8382352941176471; 0.8480392156862745; 0.9031311154598826; 0.9443561208267092; 0.9674267100977199; 0.9429967426710097; 0.8493150684931506; 0.9207920792079208; 0.8390368163029895; 0.8680851063829788; 0.8571428571428571; 0.846218487394958; 0.9085872576177286; 0.9335863377609108; 0.9021467042339908
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; 4; svd_trunc_diff; svdn; 502; 167; 167; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.43137255 0.52       0.42       0.46       0.46      ]; 0.437125748502994; 0.5029940119760479; 0.7691387559808612; 0.9682539682539684; 0.9721115537848606; 0.9681274900398407; 0.4719101123595505; 0.45161290322580644; 0.43526591107236273; 0.46451612903225803; 0.5070422535211268; 0.5035211267605634; 0.7694145758661888; 0.7759036144578313; 0.7691869616232149
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; 4; svd_trunc_diff; svdn; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.60483871 0.48387097 0.4516129  0.54918033 0.50819672]; 0.47317073170731705; 0.5024390243902439; 0.7953216374269005; 1.0; 1.0; 1.0; 0.4953271028037384; 0.5; 0.4722222222222222; 0.5142857142857142; 0.5046728971962616; 0.5023364485981308; 0.798076923076923; 0.7965451055662188; 0.7953022557534065
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.52459016 0.47540984 0.5        0.49180328 0.5       ]; 0.45320197044334976; 0.4827586206896552; 0.78248031496063; 0.9917898193760264; 0.9901639344262295; 0.9918032786885247; 0.463768115942029; 0.4067796610169492; 0.46221335992023926; 0.4878048780487805; 0.47619047619047616; 0.48299319727891155; 0.7835455435847208; 0.7575757575757576; 0.7835009935419771
svm_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; 4; svd_trunc_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.92372881 0.93103448 0.87931034 0.87931034 0.90517241]; 0.845360824742268; 0.8350515463917526; 0.8886597938144329; 0.9154411764705882; 0.8556701030927835; 0.9209621993127148; 0.8295454545454546; 0.8690476190476191; 0.8481601731601731; 0.8608695652173912; 0.9339622641509434; 0.8249356775300172; 0.8863157894736843; 0.8752598752598753; 0.8885501830287107
ensemble_model_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; 4; svd_trunc_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.86440678 0.8559322  0.93220339 0.9137931  0.87931034]; 0.8461538461538461; 0.8205128205128205; 0.8985655737704918; 0.9421768707482993; 0.9453924914675768; 0.9419795221843004; 0.8598130841121495; 0.8761904761904762; 0.8436507936507935; 0.8241206030150755; 0.845360824742268; 0.8206395960446035; 0.9010989010989011; 0.9111111111111111; 0.8983829983829983
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.9        0.93333333 0.9        0.89166667 0.94067797]; 0.8592964824120602; 0.8793969849246231; 0.9126506024096386; 0.9427168576104746; 0.9632107023411371; 0.9414715719063546; 0.8679245283018867; 0.92; 0.8589898989898991; 0.8811881188118813; 0.9270833333333334; 0.8810173948220065; 0.9151219512195121; 0.9474747474747475; 0.9128591302243998
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; 6; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.91052632 0.91578947 0.92105263 0.88421053 0.88829787]; 0.8069620253164557; 0.8481012658227848; 0.8759493670886076; 0.9083245521601686; 0.9092827004219409; 0.9082278481012659; 0.7889273356401384; 0.8142857142857143; 0.8077110389610389; 0.8612716763005781; 0.8514285714285714; 0.8477001013171226; 0.8762626262626262; 0.8795944233206591; 0.8759539752507214
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; 6; svd_trunc_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.85227273 0.86206897 0.87356322 0.8908046  0.88505747]; 0.8275862068965517; 0.8586206896551725; 0.890495867768595; 0.923937360178971; 0.9472477064220184; 0.9220183486238532; 0.8456790123456791; 0.9072847682119205; 0.8241459812282624; 0.8655737704918033; 0.9496402877697842; 0.8622373624279384; 0.8956007879185818; 0.9393939393939394; 0.890495867768595
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.79761905 0.86904762 0.83333333 0.80722892 0.88554217]; 0.8812949640287769; 0.8741007194244604; 0.9152298850574713; 0.9401913875598086; 0.9401913875598086; 0.9401913875598086; 0.8705882352941177; 0.8345864661654135; 0.8793621985999481; 0.8627450980392156; 0.8270676691729323; 0.8721545242416386; 0.9123328380386331; 0.8976608187134503; 0.9149321042719794
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; 6; svd_trunc_diff; svdn; 722; 240; 240; 0.6006655574043261; 0.19966722129783693; 0.19966722129783693; [0.51369863 0.47916667 0.47916667 0.46527778 0.48611111]; 0.5083333333333333; 0.49583333333333335; 0.5965058236272879; 0.7050359712230216; 0.814404432132964; 0.659279778393352; 0.6013513513513514; 0.7739130434782608; 0.5189565217391304; 0.56; 0.6814159292035398; 0.5060622953104312; 0.6548042704626335; 0.7809847198641766; 0.600117156016917
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; 6; svd_trunc_diff; svdn; 980; 326; 326; 0.6004901960784313; 0.19975490196078433; 0.19975490196078433; [0.4744898  0.46938776 0.51020408 0.46938776 0.50510204]; 0.5245398773006135; 0.50920245398773; 0.8069852941176471; 1.0; 1.0; 1.0; 0.523076923076923; 0.5059523809523809; 0.5251280892103677; 0.5031055900621119; 0.47093023255813954; 0.5114391422530957; 0.8063921327596804; 0.7903614457831325; 0.8072754859838356
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.48765432 0.52469136 0.46296296 0.45061728 0.54375   ]; 0.44609665427509293; 0.5055762081784386; 0.7890044576523031; 0.9975308641975309; 1.0; 0.9975247524752475; 0.45018450184501846; 0.41496598639455784; 0.4492862718858035; 0.49042145593869735; 0.48484848484848486; 0.5051979650519797; 0.7883755588673622; 0.7745241581259151; 0.789222863376683
svm_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; 6; svd_trunc_diff; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.93181818 0.93181818 0.875      0.93181818 0.93103448]; 0.839041095890411; 0.8561643835616438; 0.896032831737346; 0.9311475409836065; 0.9703872437357631; 0.928246013667426; 0.8562691131498472; 0.9090909090909091; 0.8349802371541503; 0.8599999999999999; 0.9347826086956522; 0.860248447204969; 0.9014267185473411; 0.9507523939808481; 0.896032831737346
ensemble_model_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; 6; svd_trunc_diff; svdne; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.93975904 0.93373494 0.93975904 0.92168675 0.90361446]; 0.8152173913043478; 0.8405797101449275; 0.9095513748191028; 0.9632352941176471; 0.946987951807229; 0.963855421686747; 0.8222996515679443; 0.8676470588235294; 0.8159663865546218; 0.858974358974359; 0.9241379310344827; 0.8361147670439589; 0.9116607773851589; 0.9267241379310345; 0.9094262089072083
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.81481481 0.80246914 0.77777778 0.86419753 0.85625   ]; 0.8475836431226765; 0.8884758364312267; 0.9049034175334324; 0.9307411907654921; 0.948019801980198; 0.9294554455445545; 0.8581314878892734; 0.9253731343283582; 0.8478717523493643; 0.8897058823529412; 0.9097744360902256; 0.8887107474568775; 0.9075144508670522; 0.9359165424739195; 0.9049953082739969
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; 8; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.85833333 0.83193277 0.84033613 0.85714286 0.81092437]; 0.8438287153652393; 0.8085642317380353; 0.878147029204431; 0.9147540983606558; 0.9362416107382551; 0.912751677852349; 0.8442211055276383; 0.84; 0.8438578680203046; 0.8071065989847717; 0.8412698412698413; 0.8100579975579976; 0.8797216699801194; 0.8984771573604061; 0.8783095077511323
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; 8; svd_trunc_diff; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.89224138 0.92241379 0.8826087  0.87826087 0.88695652]; 0.8411458333333334; 0.8177083333333334; 0.8844953173777316; 0.9213483146067416; 0.9237435008665511; 0.9211438474870017; 0.8471177944862156; 0.9234972677595629; 0.8448332109942094; 0.8349056603773585; 0.9030612244897959; 0.8158923143725576; 0.8878787878787878; 0.9194560669456067; 0.8846762736384348
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 1248; 416; 416; 0.6; 0.2; 0.2; [0.888      0.9        0.88       0.876      0.86290323]; 0.8125; 0.8052884615384616; 0.8942307692307693; 0.9526764934057408; 0.9839743589743589; 0.9511217948717948; 0.8194444444444444; 0.8388625592417062; 0.8121142064501213; 0.8009828009828011; 0.8232323232323232; 0.8061115744601982; 0.8966165413533834; 0.9235237173281704; 0.8944266151110768
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; 8; svd_trunc_diff; svdn; 1278; 426; 426; 0.6; 0.2; 0.2; [0.5078125  0.5625     0.5546875  0.48046875 0.51574803]; 0.4694835680751174; 0.49061032863849763; 0.5122065727699531; 0.4983164983164983; 0.46322378716744916; 0.5336463223787168; 0.446078431372549; 0.4354066985645933; 0.4688554230150155; 0.450632911392405; 0.4063926940639269; 0.4930514194957316; 0.47815168257157203; 0.44611059044048734; 0.51233093021554
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; 8; svd_trunc_diff; svdn; 1254; 418; 418; 0.6; 0.2; 0.2; [0.50396825 0.48412698 0.536      0.46       0.488     ]; 0.49760765550239233; 0.507177033492823; 0.8009569377990431; 1.0; 1.0; 1.0; 0.43548387096774194; 0.41116751269035534; 0.49291407308725904; 0.48756218905472637; 0.47572815533980584; 0.5067320021982048; 0.7948717948717948; 0.7825242718446602; 0.8006960981864811
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.45378151 0.5        0.44957983 0.50423729 0.52542373]; 0.4835443037974684; 0.4759493670886076; 0.7889676113360324; 0.9949664429530202; 1.0; 0.9949409780775716; 0.48223350253807107; 0.475; 0.4836538461538462; 0.4509283819628647; 0.45698924731182794; 0.4749061069095025; 0.7875700458481916; 0.7895812053115424; 0.7889731502987001
svm_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; 8; svd_trunc_diff; svdne; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.932 0.924 0.932 0.94  0.956]; 0.7884615384615384; 0.8076923076923077; 0.8823246878001921; 0.9397967161845192; 0.9616; 0.9384; 0.8061674008810572; 0.8433179723502304; 0.7859805942153162; 0.7989949748743719; 0.8594594594594595; 0.812846612846613; 0.8850305021116847; 0.9182083739045764; 0.8828008694167433
ensemble_model_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; 8; svd_trunc_diff; svdne; 1122; 374; 374; 0.6; 0.2; 0.2; [0.87168142 0.83035714 0.87946429 0.84375    0.85267857]; 0.8663101604278075; 0.8770053475935828; 0.8946524064171123; 0.9133047210300429; 0.948306595365419; 0.909982174688057; 0.8633879781420764; 0.9186046511627907; 0.8701934146903062; 0.8909952606635071; 0.9261083743842364; 0.872410912338317; 0.8991295442908347; 0.938034188034188; 0.8946059591134538
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7875     0.84166667 0.84583333 0.8487395  0.85714286]; 0.8668341708542714; 0.8844221105527639; 0.8900602409638554; 0.9019607843137255; 0.9230769230769231; 0.8996655518394648; 0.8710462287104622; 0.895; 0.8666919191919192; 0.8866995073891626; 0.9230769230769231; 0.8851837817355058; 0.8926996570308672; 0.9174219536757301; 0.8901424082692964
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; 10; svd_trunc_diff; svd; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.89597315 0.88926174 0.89189189 0.87162162 0.87162162]; 0.8385650224215246; 0.8139013452914798; 0.8880471380471381; 0.9248476641841571; 0.9204851752021563; 0.9252021563342319; 0.861003861003861; 0.9449152542372882; 0.8319814366424535; 0.8295687885010268; 0.9619047619047619; 0.8220540758676351; 0.8928283642224013; 0.9326599326599326; 0.888047138047138
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; 10; svd_trunc_diff; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.87419355 0.88064516 0.83870968 0.84516129 0.87987013]; 0.8816425120772947; 0.8695652173913043; 0.8935185185185185; 0.9072929542645242; 0.9483204134366925; 0.9031007751937984; 0.889390519187359; 0.933649289099526; 0.8806177479980388; 0.8761467889908257; 0.9408866995073891; 0.8709172834029837; 0.8986784140969163; 0.9444444444444444; 0.8935185185185185
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 1406; 468; 468; 0.6003415883859948; 0.19982920580700256; 0.19982920580700256; [0.89007092 0.90070922 0.88297872 0.875      0.87142857]; 0.8547008547008547; 0.8482905982905983; 0.898804440649018; 0.9327846364883401; 0.9672830725462305; 0.930298719772404; 0.8559322033898306; 0.8381742738589212; 0.8552104849470817; 0.8375286041189932; 0.820627802690583; 0.8470485952228426; 0.899873257287706; 0.9125964010282777; 0.8988513920035004
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; 10; svd_trunc_diff; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.53355705 0.5        0.45945946 0.53040541 0.50337838]; 0.5044843049327354; 0.45964125560538116; 0.5214646464646465; 0.5970149253731343; 0.6738544474393531; 0.5451482479784366; 0.5553319919517103; 0.6; 0.5013888888888889; 0.5227722772277228; 0.6111111111111112; 0.46425120772946865; 0.57527082555099; 0.6481481481481481; 0.5214646464646465
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; 10; svd_trunc_diff; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.50980392 0.53921569 0.48355263 0.47368421 0.51973684]; 0.5046948356807511; 0.5046948356807511; 0.8223905723905723; 1.0; 1.0; 1.0; 0.48910411622276034; 0.48325358851674644; 0.504299605318281; 0.5300668151447662; 0.5483870967741935; 0.5038586201574317; 0.8231349538977368; 0.8265993265993266; 0.8223905723905723
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 1452; 484; 484; 0.6; 0.2; 0.2; [0.50684932 0.52068966 0.52068966 0.50689655 0.5137931 ]; 0.46320346320346323; 0.5064935064935064; 0.7962962962962963; 0.9945054945054944; 0.9972451790633609; 0.9944903581267218; 0.4678111587982832; 0.45041322314049587; 0.46384297520661155; 0.4818181818181818; 0.4818181818181818; 0.5053719008264463; 0.7950889077053345; 0.7904040404040404; 0.7962962962962963
svm_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; 10; svd_trunc_diff; svdne; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.86392405 0.89556962 0.88216561 0.84394904 0.86305732]; 0.8827930174563591; 0.8753117206982544; 0.8876262626262627; 0.8941469489414694; 0.9123252858958069; 0.891994917407878; 0.8914549653579676; 0.9897435897435898; 0.8856484939009212; 0.8908296943231441; 0.9902912621359223; 0.8720687079910381; 0.8930716860232278; 0.9385521885521886; 0.8876262626262627
ensemble_model_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; 10; svd_trunc_diff; svdne; 1404; 468; 468; 0.6; 0.2; 0.2; [0.88297872 0.87234043 0.85       0.80714286 0.85714286]; 0.8568376068376068; 0.8547008547008547; 0.8769230769230769; 0.8962711864406779; 0.9415954415954416; 0.891025641025641; 0.8738229755178907; 0.9872340425531915; 0.8562779654826044; 0.8716981132075472; 0.9956896551724138; 0.855895675043834; 0.886435331230284; 0.9615055603079555; 0.876995307908034
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.88709677 0.88709677 0.83766234 0.8474026  0.87012987]; 0.8918269230769231; 0.8701923076923077; 0.8977272727272727; 0.908860759493671; 0.9300518134715026; 0.9067357512953368; 0.8984198645598194; 0.9660194174757282; 0.8925335182616736; 0.882608695652174; 0.9666666666666667; 0.8692556634304208; 0.9021345146999596; 0.9427609427609428; 0.8977272727272728
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; 12; svd_trunc_diff; svd; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.875      0.88297872 0.86702128 0.875      0.85106383]; 0.8911290322580645; 0.9032258064516129; 0.9002525252525253; 0.9025157232704403; 0.9159574468085107; 0.9010638297872341; 0.8949416342412452; 0.9426229508196722; 0.8919463960447568; 0.9069767441860465; 0.9285714285714286; 0.9028103044496487; 0.9021873710276516; 0.92003367003367; 0.9002525252525253
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; 12; svd_trunc_diff; svd; 1716; 572; 572; 0.6; 0.2; 0.2; [0.89825581 0.84883721 0.88372093 0.87426901 0.85087719]; 0.8454545454545455; 0.8393939393939394; 0.9027777777777778; 0.9260337798485732; 0.9265734265734266; 0.925990675990676; 0.8271186440677966; 0.7349397590361446; 0.8461284161034381; 0.8203389830508474; 0.7378048780487805; 0.8387819570966794; 0.8998699609882964; 0.8737373737373737; 0.9027777777777778
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svd; 8; 96; 104; zones; svd_trunc_diff; svd; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.86931818 0.86931818 0.88       0.87714286 0.88285714]; 0.819935691318328; 0.8456591639871383; 0.8964646464646465; 0.9210233592880979; 0.9441277080957811; 0.9190421892816418; 0.8303030303030303; 0.9256756756756757; 0.824801028021887; 0.8636363636363635; 0.9325153374233128; 0.8412576687116564; 0.9008064516129032; 0.9402356902356902; 0.8964646464646466
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; 12; svd_trunc_diff; svdn; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.51453488 0.48245614 0.4619883  0.45906433 0.47660819]; 0.5030120481927711; 0.46686746987951805; 0.5218855218855218; 0.6258246936852027; 0.7757009345794392; 0.5362149532710281; 0.5905707196029777; 0.7345679012345679; 0.5084604212055193; 0.5755395683453237; 0.7058823529411765; 0.46096586782861293; 0.6138681169272603; 0.76010101010101; 0.5218855218855218
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; 12; svd_trunc_diff; svdn; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.45786517 0.53932584 0.48033708 0.55337079 0.50282486]; 0.4882943143812709; 0.4882943143812709; 0.8712121212121212; 1.0; 1.0; 1.0; 0.48135593220338985; 0.46710526315789475; 0.4886546723952739; 0.48829431438127086; 0.4965986394557823; 0.4884308986752596; 0.8709949409780776; 0.8695286195286195; 0.8712121212121211
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdn; 8; 96; 104; zones; svd_trunc_diff; svdn; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.5        0.51675978 0.55307263 0.46348315 0.48314607]; 0.511864406779661; 0.535593220338983; 0.8796296296296297; 0.9972051425377305; 0.9988801791713325; 0.9972004479283315; 0.48201438848920863; 0.46206896551724136; 0.5110344827586207; 0.5387205387205387; 0.5333333333333333; 0.5356321839080459; 0.8790186125211507; 0.8745791245791246; 0.8796296296296297
svm_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; 12; svd_trunc_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.88135593 0.9180791  0.88135593 0.90625    0.87215909]; 0.8295081967213115; 0.8295081967213115; 0.8817340067340067; 0.9029072956664838; 0.9320498301245753; 0.8997734994337485; 0.8433734939759036; 0.8588957055214724; 0.8273351767043982; 0.8243243243243243; 0.8591549295774648; 0.8314179555862785; 0.8853529171766625; 0.9132996632996633; 0.8817340067340067
ensemble_model_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; 12; svd_trunc_diff; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.8511236  0.83426966 0.8988764  0.87921348 0.84745763]; 0.8862876254180602; 0.8695652173913043; 0.9137205387205387; 0.9281045751633986; 0.9583802024746907; 0.9257592800899889; 0.8903225806451613; 0.8961038961038961; 0.8859829825347065; 0.8745980707395498; 0.9379310344827586; 0.871562919838782; 0.9165649165649165; 0.9478114478114478; 0.9137205387205386
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_trunc_diff_svdne; 8; 96; 104; zones; svd_trunc_diff; svdne; 1682; 560; 560; 0.6002855103497502; 0.1998572448251249; 0.1998572448251249; [0.85502959 0.85119048 0.86011905 0.8422619  0.85416667]; 0.9077809798270894; 0.8731988472622478; 0.9086700336700336; 0.9175920514319111; 0.9334126040428062; 0.9161712247324614; 0.9179487179487178; 0.9728260869565217; 0.9035909575886903; 0.8720930232558141; 0.9202453987730062; 0.8758835689517206; 0.9112474437627811; 0.9377104377104377; 0.9086700336700337
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; 4; svd_trunc_diff; svd; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.9453125  0.92063492 0.95238095 0.9047619  0.92063492]; 0.8; 0.8380952380952381; 0.8849809885931559; 0.9248747913188647; 0.8765822784810127; 0.9287974683544303; 0.8157894736842105; 0.9489795918367347; 0.8093112244897961; 0.8454545454545456; 0.93; 0.8422727272727273; 0.8844317096466093; 0.9007782101167315; 0.8853333429765813
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; 4; svd_trunc_diff; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.94262295 0.89344262 0.90983607 0.88333333 0.875     ]; 0.8465346534653465; 0.806930693069307; 0.899009900990099; 0.9487179487179488; 0.976897689768977; 0.9471947194719472; 0.8646288209606987; 0.9166666666666666; 0.8413120567375886; 0.8020304568527918; 0.8977272727272727; 0.8172846889952154; 0.9028571428571428; 0.9498997995991983; 0.8996074340461745
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.89285714 0.875      0.8125     0.82727273 0.88181818]; 0.8864864864864865; 0.8810810810810811; 0.9071274298056156; 0.9193245778611632; 0.8812949640287769; 0.922661870503597; 0.8852459016393441; 0.9204545454545454; 0.8880623242736645; 0.8877551020408163; 0.9157894736842105; 0.8801169590643275; 0.905701754385965; 0.89587852494577; 0.9070790474191215
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; 4; svd_trunc_diff; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.47580645 0.45081967 0.48360656 0.50819672 0.52459016]; 0.45098039215686275; 0.4852941176470588; 0.7666666666666667; 0.9658536585365853; 0.9705882352941176; 0.9656862745098039; 0.4343434343434343; 0.46236559139784944; 0.4519035164196455; 0.4976076555023924; 0.5252525252525253; 0.48643578643578644; 0.767123287671233; 0.7871485943775101; 0.7671375155795597
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; 4; svd_trunc_diff; svdn; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.54310345 0.44827586 0.42241379 0.5        0.53508772]; 0.484375; 0.515625; 0.8004158004158004; 1.0; 1.0; 1.0; 0.4705882352941177; 0.5057471264367817; 0.48620689655172417; 0.5373134328358209; 0.5454545454545454; 0.5146627565982405; 0.8012422360248447; 0.8147368421052632; 0.8005922403544796
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.525      0.47457627 0.47457627 0.47457627 0.46610169]; 0.5126903553299492; 0.45685279187817257; 0.7890466531440162; 0.9915397631133671; 0.9898648648648649; 0.9915540540540541; 0.5428571428571428; 0.48717948717948717; 0.5185897435897436; 0.47290640394088673; 0.5217391304347826; 0.4608695652173913; 0.7928286852589642; 0.7881188118811882; 0.7890698009509891
svm_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; 4; svd_trunc_diff; svdne; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.80645161 0.82258065 0.80645161 0.89344262 0.8442623 ]; 0.8975609756097561; 0.8292682926829268; 0.8499025341130604; 0.8567251461988304; 0.9512987012987013; 0.8409090909090909; 0.8934010152284265; 0.9565217391304348; 0.9030396306271643; 0.8401826484018264; 0.8598130841121495; 0.8278657257295441; 0.86; 0.9329388560157791; 0.8508624915917046
ensemble_model_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; 4; svd_trunc_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.83050847 0.83898305 0.8220339  0.81355932 0.86440678]; 0.9081632653061225; 0.8622448979591837; 0.8727087576374746; 0.8742138364779876; 0.9423728813559322; 0.864406779661017; 0.9108910891089109; 0.9019607843137255; 0.9084272006675009; 0.8643216080402011; 0.8269230769230769; 0.8645484949832777; 0.8794599807135969; 0.9101796407185628; 0.8719297371991983
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.91818182 0.91818182 0.88888889 0.87037037 0.92592593]; 0.850828729281768; 0.8342541436464088; 0.9072847682119205; 0.9485714285714285; 0.9154411764705882; 0.9503676470588236; 0.847457627118644; 0.872093023255814; 0.8518359853121175; 0.85; 0.9444444444444444; 0.8348595848595848; 0.9068736141906875; 0.9129464285714286; 0.9073465767311292
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; 6; svd_trunc_diff; svd; 776; 258; 258; 0.6006191950464397; 0.1996904024767802; 0.1996904024767802; [0.82692308 0.83333333 0.84615385 0.85064935 0.85714286]; 0.7635658914728682; 0.8372093023255814; 0.8444272445820433; 0.883054892601432; 0.9536082474226805; 0.8737113402061857; 0.7874564459930314; 0.8968253968253969; 0.7665945165945165; 0.8551724137931035; 0.9253731343283582; 0.833654309099663; 0.8579505300353356; 0.9367283950617284; 0.8441405950463922
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; 6; svd_trunc_diff; svd; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.88829787 0.89361702 0.85106383 0.88297872 0.85483871]; 0.8557692307692307; 0.8301282051282052; 0.8879641485275288; 0.919202518363064; 0.9339019189765458; 0.917910447761194; 0.8615384615384615; 0.8974358974358975; 0.8557692307692307; 0.8463768115942029; 0.8795180722891566; 0.8267453375144412; 0.8921749845964264; 0.9152970922882427; 0.8876096356382848
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [0.86516854 0.86516854 0.88764045 0.87640449 0.90340909]; 0.847972972972973; 0.8716216216216216; 0.8905405405405405; 0.9115341545352743; 0.9166666666666666; 0.911036036036036; 0.8504983388704319; 0.8951048951048951; 0.849513231866173; 0.8812499999999999; 0.9591836734693877; 0.8722092863991234; 0.8929986789960371; 0.9209809264305178; 0.8907853693814787
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; 6; svd_trunc_diff; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.51648352 0.52197802 0.54395604 0.51648352 0.54444444]; 0.4966887417218543; 0.5099337748344371; 0.5509259259259259; 0.6380133715377269; 0.73568281938326; 0.5825991189427313; 0.5891891891891893; 0.6987179487179487; 0.48976993326308393; 0.5842696629213483; 0.7074829931972789; 0.5150318191792846; 0.6170332769317541; 0.7225891677675033; 0.5506985573936853
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; 6; svd_trunc_diff; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.45930233 0.46511628 0.50581395 0.51162791 0.55882353]; 0.4965034965034965; 0.541958041958042; 0.8076923076923077; 1.0; 1.0; 1.0; 0.5167785234899329; 0.5620437956204379; 0.4991427031793465; 0.5371024734982331; 0.5846153846153846; 0.5455128205128206; 0.808895066018068; 0.8362068965517241; 0.8084304237527014
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.53723404 0.50531915 0.5        0.5        0.52688172]; 0.5032051282051282; 0.46153846153846156; 0.791933418693982; 0.997867803837953; 0.997867803837953; 0.9978678038379529; 0.4884488448844885; 0.5103448275862069; 0.5036754078050796; 0.45098039215686275; 0.4394904458598726; 0.46168070680090406; 0.7899159663865547; 0.7924773022049286; 0.7919402945917184
svm_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; 6; svd_trunc_diff; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.90340909 0.90909091 0.85227273 0.90340909 0.90804598]; 0.7842465753424658; 0.8013698630136986; 0.859781121751026; 0.9056179775280898; 0.9179954441913439; 0.9043280182232346; 0.81524926686217; 0.8853503184713376; 0.7760084925690022; 0.8187500000000001; 0.9225352112676056; 0.804600938967136; 0.8678272082527401; 0.9119241192411924; 0.859276976747668
ensemble_model_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; 6; svd_trunc_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.86111111 0.83333333 0.85       0.86666667 0.83888889]; 0.8466666666666667; 0.8633333333333333; 0.878; 0.8978723404255319; 0.9377777777777778; 0.8933333333333334; 0.8516129032258065; 0.868421052631579; 0.8463726884779517; 0.8646864686468646; 0.891156462585034; 0.8638788848872883; 0.8821635544108178; 0.9145527369826435; 0.8780486720865281
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.9     0.93125 0.875   0.89375 0.88125]; 0.8345864661654135; 0.849624060150376; 0.9114114114114115; 0.9583333333333333; 0.9775; 0.9575; 0.8428571428571429; 0.8676470588235294; 0.8338235294117647; 0.8518518518518519; 0.8582089552238806; 0.8495590230664859; 0.9136163982430454; 0.9313432835820895; 0.9112909771384767
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; 8; svd_trunc_diff; svd; 1176; 392; 392; 0.6; 0.2; 0.2; [0.90677966 0.86016949 0.82627119 0.91025641 0.82478632]; 0.8673469387755102; 0.8673469387755102; 0.8663265306122448; 0.8717532467532467; 0.9132653061224489; 0.8656462585034013; 0.8796296296296298; 0.9090909090909091; 0.8643815201192251; 0.8645833333333334; 0.8924731182795699; 0.8685666562271637; 0.8720703125; 0.9084435401831129; 0.8661972050966742
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; 8; svd_trunc_diff; svd; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.83203125 0.875      0.8203125  0.87890625 0.83203125]; 0.8661971830985915; 0.8450704225352113; 0.8705440900562852; 0.8852213053263316; 0.921875; 0.88046875; 0.8652482269503546; 0.8472222222222222; 0.866468253968254; 0.8290155440414507; 0.7920792079207921; 0.8424681753889676; 0.8711484593837536; 0.8818525519848771; 0.8706283244095708
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.83482143 0.8963964  0.84684685 0.85135135 0.86486486]; 0.8567567567567568; 0.8243243243243243; 0.8698704103671706; 0.891820580474934; 0.9118705035971223; 0.889388489208633; 0.8752941176470589; 0.9841269841269841; 0.8539419451021661; 0.8441247002398082; 0.9565217391304348; 0.8250350631136045; 0.87822132390096; 0.9354144241119483; 0.869657374569517
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; 8; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.47478992 0.44537815 0.46218487 0.5        0.52941176]; 0.4494949494949495; 0.5; 0.7901109989909183; 1.0; 1.0; 1.0; 0.4630541871921182; 0.47474747474747475; 0.4494949494949495; 0.49746192893401014; 0.47804878048780486; 0.5008044949559443; 0.7909547738693467; 0.7885771543086172; 0.7901219104876418
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; 8; svd_trunc_diff; svdn; 1212; 404; 404; 0.6; 0.2; 0.2; [0.45081967 0.50413223 0.44214876 0.52479339 0.52066116]; 0.5074257425742574; 0.4628712871287129; 0.7940594059405941; 1.0; 1.0; 1.0; 0.47769028871391084; 0.4642857142857143; 0.5061813186813188; 0.4506329113924051; 0.4494949494949495; 0.4626115524173776; 0.7907444668008048; 0.786; 0.7939803921568628
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.46363636 0.50909091 0.46818182 0.48636364 0.5       ]; 0.48360655737704916; 0.48633879781420764; 0.7903930131004366; 0.9936536718041705; 0.9963636363636363; 0.9936363636363638; 0.4676056338028169; 0.4585635359116022; 0.4833358220098551; 0.4689265536723164; 0.46111111111111114; 0.48593189964157707; 0.7880794701986756; 0.7837541163556532; 0.7903569713157201
svm_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; 8; svd_trunc_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.86       0.816      0.83870968 0.86290323 0.87096774]; 0.8599033816425121; 0.8309178743961353; 0.8518339768339769; 0.8613477924089853; 0.8938906752411575; 0.8561093247588425; 0.8619047619047618; 0.8537735849056604; 0.8600551092845133; 0.8186528497409328; 0.7745098039215687; 0.830112044817927; 0.8536003814973772; 0.8622350674373795; 0.8518138586703339
ensemble_model_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; 8; svd_trunc_diff; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.88135593 0.8940678  0.86440678 0.83050847 0.88034188]; 0.8163265306122449; 0.8392857142857143; 0.8792048929663608; 0.9177419354838711; 0.966044142614601; 0.9134125636672327; 0.8011049723756906; 0.7923497267759563; 0.8148351504693179; 0.8405063291139241; 0.8691099476439791; 0.84002761063791; 0.8813219829744617; 0.9138110072689511; 0.8798284265573985
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.84188034 0.8362069  0.83189655 0.87068966 0.84482759]; 0.8578811369509044; 0.8656330749354005; 0.8858471074380165; 0.9030612244897959; 0.9139414802065404; 0.9018932874354562; 0.8563968668407311; 0.8817204301075269; 0.8587706628149575; 0.8725490196078433; 0.898989898989899; 0.8648388648388649; 0.8876461616675141; 0.9046632124352332; 0.885905241645011
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; 10; svd_trunc_diff; svd; 1608; 536; 536; 0.6; 0.2; 0.2; [0.90993789 0.87888199 0.88819876 0.8757764  0.871875  ]; 0.8515625; 0.8229166666666666; 0.8754208754208754; 0.8938547486033519; 0.8955223880597015; 0.8936567164179104; 0.8683602771362586; 0.9740932642487047; 0.8509209776740905; 0.8440366972477064; 0.9633507853403142; 0.8236443045872556; 0.8806451612903226; 0.9191919191919192; 0.8754208754208753
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; 10; svd_trunc_diff; svd; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.87414966 0.8707483  0.87414966 0.83561644 0.89383562]; 0.8263736263736263; 0.8351648351648352; 0.8762626262626263; 0.9090909090909092; 0.9549795361527967; 0.9045020463847202; 0.8429423459244534; 0.8945147679324894; 0.8234041729570702; 0.8351648351648353; 0.8715596330275229; 0.8366236983703015; 0.8823058446757406; 0.9276094276094277; 0.8762626262626263
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.86148649 0.84459459 0.88513514 0.84121622 0.8277027 ]; 0.8482142857142857; 0.8504464285714286; 0.8787878787878788; 0.899672131147541; 0.927027027027027; 0.8966216216216216; 0.8600823045267489; 0.9166666666666666; 0.8469696969696969; 0.8577494692144374; 0.9181818181818182; 0.851634768740032; 0.8839645447219984; 0.9234006734006734; 0.8787878787878788
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; 10; svd_trunc_diff; svdn; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.51973684 0.53289474 0.52317881 0.47350993 0.55629139]; 0.531322505800464; 0.4895591647331787; 0.5193602693602694; 0.5108695652173914; 0.4966974900924703; 0.52443857331572; 0.5024630541871921; 0.4880382775119617; 0.5300551747920168; 0.4527363184079602; 0.4099099099099099; 0.49203629466787363; 0.4991228070175439; 0.47895622895622897; 0.5193602693602694
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; 10; svd_trunc_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.48657718 0.51006711 0.48993289 0.48310811 0.48310811]; 0.49213483146067416; 0.501123595505618; 0.8114478114478114; 1.0; 1.0; 1.0; 0.4405940594059406; 0.4218009478672986; 0.4886782517114271; 0.5066666666666667; 0.48717948717948717; 0.5018835824523029; 0.8085470085470086; 0.7962962962962963; 0.8114478114478114
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.5221519  0.48417722 0.49681529 0.48726115 0.50636943]; 0.5236907730673317; 0.5311720698254364; 0.8354377104377104; 0.9923664122137404; 0.9911054637865311; 0.9923761118170267; 0.5397590361445783; 0.5463414634146342; 0.5231707317073171; 0.5323383084577114; 0.5459183673469388; 0.531495769039323; 0.8363331938049393; 0.8409090909090909; 0.8354377104377104
svm_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; 10; svd_trunc_diff; svdne; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.8474026  0.87254902 0.88888889 0.85294118 0.86928105]; 0.8293838862559242; 0.8246445497630331; 0.8522727272727273; 0.8756822316555487; 0.9425587467362925; 0.8661879895561357; 0.8341013824884793; 0.8701923076923077; 0.8299559669302661; 0.8384279475982532; 0.897196261682243; 0.8235981308411215; 0.8618654073199529; 0.9217171717171717; 0.8522727272727273
ensemble_model_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; 10; svd_trunc_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.88926174 0.86241611 0.84563758 0.86577181 0.85810811]; 0.8513513513513513; 0.8603603603603603; 0.8787878787878788; 0.8934753661784288; 0.9018817204301075; 0.8924731182795699; 0.8653061224489796; 0.9298245614035088; 0.8491715399610136; 0.8658008658008658; 0.9259259259259259; 0.8620857699805069; 0.8826405867970659; 0.9116161616161617; 0.8787878787878789
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.87586207 0.84137931 0.87241379 0.87241379 0.82986111]; 0.8599137931034483; 0.8469827586206896; 0.8888888888888888; 0.916010498687664; 0.9640883977900553; 0.9116022099447514; 0.8571428571428571; 0.8297872340425532; 0.8603084641828487; 0.8418708240534521; 0.8253275109170306; 0.8467063086500047; 0.8912685337726524; 0.9107744107744108; 0.888888888888889
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; 12; svd_trunc_diff; svd; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.84463277 0.86723164 0.83898305 0.84745763 0.82102273]; 0.8914473684210527; 0.9144736842105263; 0.8636363636363636; 0.8576034390112842; 0.9027149321266968; 0.8501131221719457; 0.9048991354466859; 0.9936708860759493; 0.8872464019420843; 0.9182389937106918; 1.0; 0.9177215189873418; 0.8717339667458432; 0.9267676767676768; 0.8636363636363636
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; 12; svd_trunc_diff; svd; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.84195402 0.89884393 0.84682081 0.84971098 0.86705202]; 0.8043478260869565; 0.8509316770186336; 0.877104377104377; 0.8975664968873798; 0.9157043879907621; 0.8954965357967667; 0.8355091383812011; 0.9696969696969697; 0.8001351090523066; 0.8628571428571428; 0.9617834394904459; 0.8536189924724957; 0.8832; 0.9292929292929293; 0.8771043771043772
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svd; 8; 146; 154; zones; svd_trunc_diff; svd; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.89402174 0.84782609 0.85869565 0.88315217 0.85597826]; 0.8171641791044776; 0.7947761194029851; 0.8901515151515151; 0.9163558870538092; 0.9347826086956522; 0.9146739130434783; 0.8338983050847457; 0.924812030075188; 0.8179615705931496; 0.8242811501597445; 0.9555555555555556; 0.7935672514619884; 0.8949698189134808; 0.936026936026936; 0.8901515151515151
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; 12; svd_trunc_diff; svdn; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; [0.5        0.49705882 0.53235294 0.4852071  0.51775148]; 0.49117647058823527; 0.5294117647058824; 0.5193602693602694; 0.6370569762225213; 0.8372641509433962; 0.522995283018868; 0.600461893764434; 0.8125; 0.5090277777777779; 0.6551724137931035; 0.8444444444444444; 0.5097222222222223; 0.6346769033909148; 0.835016835016835; 0.5193602693602694
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; 12; svd_trunc_diff; svdn; 1788; 596; 596; 0.6; 0.2; 0.2; [0.45251397 0.47765363 0.49162011 0.51117318 0.48595506]; 0.5238095238095238; 0.4965986394557823; 0.8787878787878788; 1.0; 1.0; 1.0; 0.4814814814814815; 0.47794117647058826; 0.5206161578555473; 0.5286624203821656; 0.5253164556962026; 0.4942758749069248; 0.87858347386172; 0.877104377104377; 0.8787878787878789
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdn; 8; 146; 154; zones; svd_trunc_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.4747191  0.46610169 0.45480226 0.42655367 0.53389831]; 0.4735099337748344; 0.5165562913907285; 0.8657407407407407; 0.9920814479638009; 0.989841986455982; 0.992099322799097; 0.44982698961937717; 0.436241610738255; 0.4730227661534412; 0.5067567567567568; 0.49019607843137253; 0.516910119752599; 0.8644283892902677; 0.8560606060606061; 0.8657407407407407
svm_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; 12; svd_trunc_diff; svdne; 1806; 602; 602; 0.6; 0.2; 0.2; [0.88121547 0.83701657 0.87292818 0.84722222 0.86666667]; 0.8456140350877193; 0.8912280701754386; 0.8724747474747475; 0.8787234042553191; 0.9147286821705426; 0.8737541528239202; 0.858974358974359; 0.9305555555555556; 0.8447104018912529; 0.8949152542372881; 0.9361702127659575; 0.8916962174940899; 0.8781664656212305; 0.9191919191919192; 0.8724747474747474
ensemble_model_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; 12; svd_trunc_diff; svdne; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.89071038 0.86538462 0.8489011  0.87637363 0.84065934]; 0.8664259927797834; 0.8339350180505415; 0.8842592592592593; 0.8992654774396642; 0.9407244785949506; 0.8946212952799122; 0.8692579505300354; 0.8978102189781022; 0.866762252346194; 0.8413793103448276; 0.8714285714285714; 0.833524504692388; 0.8890681726502623; 0.9276094276094277; 0.8842592592592593
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_trunc_diff_svdne; 8; 146; 154; zones; svd_trunc_diff; svdne; 1812; 604; 604; 0.6; 0.2; 0.2; [0.85164835 0.89502762 0.83701657 0.84530387 0.84530387]; 0.8617021276595744; 0.8687943262411347; 0.8930976430976431; 0.9051172707889126; 0.9370860927152318; 0.901766004415011; 0.8612099644128113; 0.8344827586206897; 0.8624968537628996; 0.8634686346863468; 0.8540145985401459; 0.8683866096149006; 0.8953871499176276; 0.914983164983165; 0.8930976430976432
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svd; 8; 192; 200; 4; svd_trunc_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.49019607843137253; 0.4803921568627451; 0.49411764705882355; 0.6666666666666666; 1.0; 0.5; 0.6578947368421052; 1.0; 0.5; 0.6490066225165563; 1.0; 0.5; 0.6614173228346457; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svd; 8; 192; 200; 4; svd_trunc_diff; svd; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.5 0.5 0.5 0.5 0.5]; 0.4476744186046512; 0.48255813953488375; 0.48607888631090485; 0.6666666666666666; 1.0; 0.5; 0.6184738955823293; 1.0; 0.5; 0.6509803921568628; 1.0; 0.5; 0.6541764246682279; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.49074074 0.53773585 0.53773585 0.51886792 0.54716981]; 0.536723163841808; 0.519774011299435; 0.6467268623024831; 0.6217616580310881; 0.45112781954887216; 0.7255639097744361; 0.3880597014925373; 0.2736842105263158; 0.5575738125802311; 0.37037037037037035; 0.2840909090909091; 0.5184499489274771; 0.5221374045801527; 0.38084632516703787; 0.6503773959931298
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; 4; svd_trunc_diff; svdn; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.53846154 0.60769231 0.43846154 0.5703125  0.5234375 ]; 0.4744186046511628; 0.4930232558139535; 0.5576208178438662; 0.5766666666666667; 0.5356037151702786; 0.6068111455108359; 0.44878048780487806; 0.39316239316239315; 0.48229548229548225; 0.4577114427860696; 0.45098039215686275; 0.49097692174214813; 0.5268389662027833; 0.488929889298893; 0.5581353566344652
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; 4; svd_trunc_diff; svdn; 484; 161; 161; 0.6004962779156328; 0.19975186104218362; 0.19975186104218362; [0.57142857 0.53061224 0.48958333 0.53125    0.53125   ]; 0.5962732919254659; 0.5341614906832298; 0.825062034739454; 0.9979381443298969; 1.0; 0.9979338842975207; 0.5859872611464968; 0.5348837209302325; 0.6007751937984498; 0.5762711864406781; 0.5730337078651685; 0.5295724094881398; 0.8278388278388278; 0.8129496402877698; 0.8254979563906716
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.58474576 0.53389831 0.51694915 0.51694915 0.46610169]; 0.47959183673469385; 0.5153061224489796; 0.7922606924643585; 0.9881956155143339; 0.9932203389830508; 0.9881355932203391; 0.4631578947368421; 0.4230769230769231; 0.48327759197324416; 0.48087431693989074; 0.4583333333333333; 0.5141666666666667; 0.7888198757763976; 0.7696969696969697; 0.7924460207827764
svm_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; 4; svd_trunc_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.6440678  0.50862069 0.5862069  0.5862069  0.59482759]; 0.5412371134020618; 0.5360824742268041; 0.6134020618556701; 0.6838709677419353; 0.7285223367697594; 0.6632302405498283; 0.5615763546798029; 0.5588235294117647; 0.5402813299232736; 0.5500000000000002; 0.5789473684210527; 0.5369484316852738; 0.6334310850439884; 0.6639344262295082; 0.6130875450649615
ensemble_model_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; 4; svd_trunc_diff; svdne; 506; 168; 168; 0.6009501187648456; 0.1995249406175772; 0.1995249406175772; [0.55882353 0.54901961 0.58823529 0.61       0.53      ]; 0.5178571428571429; 0.5357142857142857; 0.8111638954869359; 1.0; 1.0; 1.0; 0.547486033519553; 0.5632183908045977; 0.5161770966368666; 0.5714285714285714; 0.5842696629213483; 0.5326411605745982; 0.8166089965397925; 0.8251748251748252; 0.8108924973331754
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.5483871  0.56451613 0.57377049 0.52459016 0.53278689]; 0.5735294117647058; 0.5441176470588235; 0.8170254403131115; 0.9886178861788618; 0.990228013029316; 0.988599348534202; 0.5084745762711864; 0.45; 0.5711538461538461; 0.507936507936508; 0.46601941747572817; 0.544890896856676; 0.8093781855249745; 0.7784313725490196; 0.8169500612745098
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svd; 8; 192; 200; 6; svd_trunc_diff; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.5 0.5 0.5 0.5 0.5]; 0.45569620253164556; 0.49050632911392406; 0.4892541087231353; 0.6666666666666666; 1.0; 0.5; 0.6260869565217391; 1.0; 0.5; 0.6581740976645436; 1.0; 0.5; 0.6570458404074704; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svd; 8; 192; 200; 6; svd_trunc_diff; svd; 780; 260; 260; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.48846153846153845; 0.5230769230769231; 0.5023076923076923; 0.6666666666666666; 1.0; 0.5; 0.6563307493540051; 1.0; 0.5; 0.686868686868687; 1.0; 0.5; 0.6687147977470559; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 930; 310; 310; 0.6; 0.2; 0.2; [0.5        0.52150538 0.58602151 0.52688172 0.52688172]; 0.5483870967741935; 0.5645161290322581; 0.6870967741935484; 0.8157894736842105; 1.0; 0.7741935483870968; 0.6153846153846153; 0.7088607594936709; 0.545219853431046; 0.6197183098591549; 0.7801418439716312; 0.5823786142935079; 0.7391070467993545; 0.8992146596858639; 0.6900653451101075
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; 6; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.51041667 0.55208333 0.53684211 0.54210526 0.55789474]; 0.5440251572327044; 0.5; 0.5987421383647799; 0.6042654028436019; 0.5345911949685535; 0.649895178197065; 0.5425867507886436; 0.49710982658959535; 0.5485549132947978; 0.4301075268817205; 0.39473684210526316; 0.495561192136969; 0.5569444444444444; 0.5; 0.5996192893401016
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; 6; svd_trunc_diff; svdn; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.51162791 0.55813953 0.51176471 0.50588235 0.49411765]; 0.5352112676056338; 0.5563380281690141; 0.8178621659634318; 0.9988304093567251; 1.0; 0.9988290398126464; 0.5217391304347826; 0.5034965034965035; 0.5354361950106631; 0.5298507462686568; 0.5259259259259259; 0.5549092716877951; 0.8148677626876338; 0.8085106382978723; 0.8177839105017953
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.50561798 0.49438202 0.5        0.47191011 0.52247191]; 0.597972972972973; 0.5304054054054054; 0.8225371120107963; 0.9943883277216611; 0.9955056179775281; 0.9943820224719102; 0.617363344051447; 0.6193548387096774; 0.5969114619080302; 0.5288135593220339; 0.4936708860759494; 0.5330673270959456; 0.8243152972611889; 0.8139841688654353; 0.8227379407863089
svm_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; 6; svd_trunc_diff; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.54210526 0.64736842 0.62105263 0.57446809 0.54255319]; 0.526984126984127; 0.5365079365079365; 0.6852791878172588; 0.7822318526543878; 0.7632135306553911; 0.7875264270613108; 0.54434250764526; 0.5527950310559007; 0.5263975155279503; 0.535031847133758; 0.535031847133758; 0.5365032653390308; 0.6828644501278773; 0.6750948166877371; 0.6853181089808112
ensemble_model_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; 6; svd_trunc_diff; svdne; 828; 276; 276; 0.6; 0.2; 0.2; [0.53012048 0.54819277 0.55421687 0.57228916 0.5304878 ]; 0.4927536231884058; 0.5688405797101449; 0.8123188405797102; 1.0; 1.0; 1.0; 0.49640287769784175; 0.49640287769784175; 0.49272698629417633; 0.5475285171102661; 0.5142857142857142; 0.5696428571428571; 0.8108108108108107; 0.8008658008658008; 0.8123688538535699
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.5625     0.50568182 0.53409091 0.46022727 0.5       ]; 0.565068493150685; 0.5753424657534246; 0.8194254445964432; 0.9852104664391355; 0.9863325740318907; 0.9851936218678815; 0.5512367491166077; 0.5777777777777777; 0.5659589525831563; 0.5838926174496644; 0.5878378378378378; 0.5751689189189189; 0.8191780821917808; 0.8282548476454293; 0.81953282922812
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svd; 8; 192; 200; 8; svd_trunc_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.5 0.5 0.5 0.5 0.5]; 0.47317073170731705; 0.5317073170731708; 0.5009746588693957; 0.6666666666666666; 1.0; 0.5; 0.6423841059602649; 1.0; 0.5; 0.694267515923567; 1.0; 0.5; 0.6675324675324675; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svd; 8; 192; 200; 8; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.5 0.5 0.5 0.5 0.5]; 0.4797979797979798; 0.5050505050505051; 0.49697275479313824; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 1230; 410; 410; 0.6; 0.2; 0.2; [0.51219512 0.50406504 0.56910569 0.47560976 0.49186992]; 0.5048780487804878; 0.4878048780487805; 0.6565853658536586; 0.8086785009861933; 1.0; 0.7634146341463415; 0.5898989898989899; 0.7336683417085427; 0.5113839338874466; 0.573170731707317; 0.6878048780487804; 0.4878048780487805; 0.7192982456140352; 0.8851815505397449; 0.6579157025249647
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; 8; svd_trunc_diff; svdn; 1106; 368; 368; 0.6004343105320304; 0.1997828447339848; 0.1997828447339848; [0.56306306 0.54054054 0.54504505 0.49545455 0.55      ]; 0.532608695652174; 0.5489130434782609; 0.5673181324647123; 0.5090909090909091; 0.43037974683544306; 0.58499095840868; 0.475609756097561; 0.4; 0.5410404624277456; 0.4939024390243902; 0.44505494505494503; 0.5477962897317735; 0.49905719673161536; 0.4268817204301075; 0.5687040181097905
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; 8; svd_trunc_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.51626016 0.58196721 0.55737705 0.51639344 0.49180328]; 0.5356265356265356; 0.5356265356265356; 0.8143418467583498; 1.0; 1.0; 1.0; 0.5310173697270472; 0.5095238095238095; 0.5364877930867779; 0.5166240409207161; 0.507537688442211; 0.5350188442211055; 0.8125; 0.8029411764705883; 0.8143642890226958
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.53225806 0.49596774 0.54435484 0.46774194 0.53225806]; 0.549636803874092; 0.5641646489104116; 0.8175217812197483; 0.9911218724778047; 0.9903225806451613; 0.9911290322580645; 0.5528846153846154; 0.5476190476190477; 0.5496715927750411; 0.533678756476684; 0.5421052631578948; 0.5625324522067501; 0.8152866242038216; 0.8156862745098039; 0.8174989689948639
svm_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; 8; svd_trunc_diff; svdne; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.5862069  0.53448276 0.55652174 0.56956522 0.54782609]; 0.5364583333333334; 0.4765625; 0.5858480749219563; 0.5939629990262901; 0.5285961871750433; 0.6386481802426343; 0.35036496350364965; 0.2681564245810056; 0.5194440659490394; 0.3578274760383387; 0.27450980392156865; 0.490032679738562; 0.506815365551425; 0.42604166666666665; 0.585681955994456
ensemble_model_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; 8; svd_trunc_diff; svdne; 1140; 380; 380; 0.6; 0.2; 0.2; [0.53070175 0.5877193  0.53947368 0.60087719 0.61403509]; 0.5605263157894737; 0.5815789473684211; 0.828421052631579; 1.0; 1.0; 1.0; 0.5793450881612091; 0.5867346938775511; 0.5596716947648624; 0.5870129870129869; 0.6348314606741573; 0.5847424630103459; 0.8303850156087408; 0.8453389830508474; 0.8285272321111977
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.53211009 0.5        0.46788991 0.52293578 0.59633028]; 0.5757575757575758; 0.5344352617079889; 0.8138766519823789; 0.9862511457378553; 0.9871559633027523; 0.9862385321100917; 0.5574712643678161; 0.5574712643678161; 0.5750319284802043; 0.5369863013698629; 0.5104166666666666; 0.5359100877192982; 0.8126385809312638; 0.8046103183315039; 0.8139073691105033
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svd; 8; 192; 200; 10; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.5 0.5 0.5 0.5 0.5]; 0.4745762711864407; 0.5254237288135594; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6436781609195402; 1.0; 0.5; 0.688888888888889; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svd; 8; 192; 200; 10; svd_trunc_diff; svd; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.5 0.5 0.5 0.5 0.5]; 0.5148936170212766; 0.4851063829787234; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6797752808988764; 1.0; 0.5; 0.653295128939828; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 1446; 482; 482; 0.6; 0.2; 0.2; [0.5137931  0.4862069  0.52758621 0.55555556 0.53125   ]; 0.5182795698924731; 0.5483870967741935; 0.67003367003367; 0.6806569343065695; 0.5159059474412172; 0.7579529737206085; 0.3812154696132597; 0.2974137931034483; 0.5178056089980762; 0.4230769230769231; 0.33047210300429186; 0.5488567411573183; 0.5697036223929748; 0.43686868686868685; 0.6700336700336701
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; 10; svd_trunc_diff; svdn; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.58802817 0.5106383  0.58865248 0.52836879 0.5106383 ]; 0.5340425531914894; 0.4957446808510638; 0.5531462585034014; 0.5563012677106636; 0.5283286118980169; 0.5786118980169971; 0.5100671140939598; 0.44881889763779526; 0.5415390784485273; 0.43971631205673756; 0.42857142857142855; 0.4909655561829475; 0.5246494798733605; 0.4927782497875956; 0.5531976355320957
ensemble_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; 10; svd_trunc_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.54276316 0.53642384 0.54635762 0.55298013 0.49668874]; 0.49537037037037035; 0.5578703703703703; 0.8257575757575758; 0.9966865473823724; 0.9947089947089947; 0.9966931216931217; 0.5112107623318386; 0.5158371040723982; 0.49488537668074883; 0.5419664268585133; 0.5355450236966824; 0.5573652720293366; 0.8254637436762224; 0.8240740740740741; 0.8257575757575757
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 1342; 447; 447; 0.6001788908765653; 0.19991055456171736; 0.19991055456171736; [0.48148148 0.49253731 0.52985075 0.46268657 0.47014925]; 0.5100671140939598; 0.4988814317673378; 0.7960644007155635; 0.9902912621359224; 0.9880774962742176; 0.9903129657228018; 0.4942263279445727; 0.5169082125603864; 0.5105374396135266; 0.47417840375586856; 0.4297872340425532; 0.5026294660778804; 0.7925386715195631; 0.7825696316262354; 0.7960043171488257
svm_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; 10; svd_trunc_diff; svdne; 1470; 490; 490; 0.6; 0.2; 0.2; [0.54081633 0.60204082 0.58843537 0.60884354 0.56122449]; 0.5143487858719646; 0.565121412803532; 0.6102693602693603; 0.6705501618122978; 0.7047619047619048; 0.6537414965986396; 0.5278969957081545; 0.5466666666666666; 0.5145614035087719; 0.5954825462012321; 0.6359649122807017; 0.5646491228070175; 0.6293034427542034; 0.6616161616161617; 0.6102693602693603
ensemble_model_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; 10; svd_trunc_diff; svdne; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.63225806 0.54193548 0.57096774 0.58709677 0.61612903]; 0.5786924939467313; 0.5472154963680388; 0.8480639730639731; 1.0; 1.0; 1.0; 0.5934579439252335; 0.616504854368932; 0.5787838281506495; 0.5797752808988764; 0.6231884057971014; 0.5470310961024343; 0.8510111432108955; 0.8678451178451179; 0.8480639730639731
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.48726115 0.58598726 0.57961783 0.55095541 0.56687898]; 0.511166253101737; 0.5905707196029777; 0.8320707070707071; 0.9764181007010835; 0.975796178343949; 0.9764331210191083; 0.5491990846681922; 0.5687203791469194; 0.508318522906793; 0.60431654676259; 0.65625; 0.5935278436018957; 0.8353281056541477; 0.8518518518518519; 0.8320707070707071
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svd; 8; 192; 200; 12; svd_trunc_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.5 0.5 0.5 0.5 0.5]; 0.49480968858131485; 0.5051903114186851; 0.5; 0.6666666666666666; 1.0; 0.5; 0.662037037037037; 1.0; 0.5; 0.6712643678160919; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svd; 8; 192; 200; 12; svd_trunc_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.5 0.5 0.5 0.5 0.5]; 0.4755700325732899; 0.5244299674267101; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6445916114790287; 1.0; 0.5; 0.688034188034188; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_trunc_diff_svd; 8; 192; 200; zones; svd_trunc_diff; svd; 1912; 637; 637; 0.6001255492780917; 0.19993722536095418; 0.19993722536095418; [0.55729167 0.53926702 0.54188482 0.56020942 0.53926702]; 0.5517241379310345; 0.5; 0.7356902356902357; 0.8241379310344827; 1.0; 0.7866108786610879; 0.6413793103448275; 0.7948717948717948; 0.5496098104793756; 0.6081081081081082; 0.782608695652174; 0.5024154589371981; 0.7838953888506539; 0.9587542087542088; 0.7356902356902357
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; 12; svd_trunc_diff; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.53651685 0.55337079 0.50564972 0.54519774 0.52542373]; 0.5415282392026578; 0.5514950166112956; 0.5517676767676768; 0.5540540540540541; 0.5546786922209695; 0.5535512965050733; 0.5273972602739727; 0.5099337748344371; 0.5416335540838852; 0.5484949832775919; 0.5466666666666666; 0.5514790286975717; 0.550063371356147; 0.547979797979798; 0.5517676767676768
ensemble_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; 12; svd_trunc_diff; svdn; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.51933702 0.53314917 0.53867403 0.55801105 0.54166667]; 0.5422535211267606; 0.5422535211267606; 0.8893097643097643; 0.9983379501385041; 0.9966814159292036; 0.9983407079646018; 0.5454545454545454; 0.5571428571428572; 0.5424603174603175; 0.5486111111111112; 0.5486111111111112; 0.5421626984126984; 0.8894493484657419; 0.8905723905723906; 0.8893097643097643
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdn; 8; 192; 200; zones; svd_trunc_diff; svdn; 1894; 631; 631; 0.600126742712294; 0.19993662864385298; 0.19993662864385298; [0.51052632 0.57631579 0.51322751 0.5026455  0.49470899]; 0.5933609958506224; 0.5394190871369294; 0.898989898989899; 0.9836411609498681; 0.9841605068637803; 0.9836325237592397; 0.5701754385964911; 0.5416666666666666; 0.5931473829201102; 0.5316455696202532; 0.5206611570247934; 0.5394972451790634; 0.8983050847457629; 0.8922558922558923; 0.898989898989899
svm_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; 12; svd_trunc_diff; svdne; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.55851064 0.52393617 0.51329787 0.54255319 0.51861702]; 0.5282258064516129; 0.5483870967741935; 0.6721380471380471; 0.7043010752688172; 0.6968085106382979; 0.7074468085106382; 0.5482625482625483; 0.5916666666666667; 0.5302083333333334; 0.5942028985507247; 0.640625; 0.5453125; 0.6747390396659708; 0.6801346801346801; 0.6721380471380471
ensemble_model_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; 12; svd_trunc_diff; svdne; 1860; 620; 620; 0.6; 0.2; 0.2; [0.59139785 0.5672043  0.6155914  0.55645161 0.55913978]; 0.562015503875969; 0.5310077519379846; 0.9010942760942761; 0.9994620763851533; 0.9989247311827957; 0.9994623655913979; 0.5568627450980391; 0.5107913669064749; 0.5663200532011365; 0.48945147679324896; 0.48739495798319327; 0.5278701408621003; 0.9000425350914505; 0.8905723905723906; 0.9010942760942762
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_trunc_diff_svdne; 8; 192; 200; zones; svd_trunc_diff; svdne; 1842; 614; 614; 0.6; 0.2; 0.2; [0.61891892 0.63043478 0.59782609 0.5923913  0.57880435]; 0.5355805243445693; 0.4868913857677903; 0.8703703703703703; 0.9744981009224092; 0.9750271444082519; 0.9744842562432139; 0.5474452554744526; 0.5813953488372093; 0.5370744860128076; 0.4790874524714828; 0.45652173913043476; 0.4879507920458376; 0.8705882352941177; 0.8720538720538721; 0.8703703703703703
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; 4; ipca_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [1.         1.         1.         0.99107143 1.        ]; 0.6117021276595744; 0.5904255319148937; 0.8407643312101911; 1.0; 1.0; 1.0; 0.7306273062730627; 0.9705882352941176; 0.5783173734610123; 0.6831275720164609; 0.9880952380952381; 0.6286630036630036; 0.861111111111111; 0.9914712153518124; 0.8414015696209379
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; 4; ipca_diff; svd; 684; 228; 228; 0.6; 0.2; 0.2; [0.99275362 0.99275362 1.         1.         1.        ]; 0.5789473684210527; 0.6578947368421053; 0.8464912280701754; 0.9985358711566619; 0.9970760233918129; 0.9985380116959064; 0.6546762589928058; 0.9285714285714286; 0.621978021978022; 0.7346938775510206; 0.9557522123893806; 0.6604848018468642; 0.8605577689243028; 0.976491862567812; 0.8502561527489827
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 674; 224; 224; 0.6007130124777184; 0.19964349376114082; 0.19964349376114082; [1.         0.99264706 1.         1.         1.        ]; 0.5803571428571429; 0.6339285714285714; 0.8431372549019608; 1.0; 1.0; 1.0; 0.6544117647058825; 0.8640776699029126; 0.6014603225547621; 0.7050359712230215; 0.9245283018867925; 0.6487048289094979; 0.8562091503267973; 0.9597069597069597; 0.8461729242979243
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; 4; ipca_diff; svdn; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.79850746 0.81343284 0.85820896 0.80597015 0.84848485]; 0.4189189189189189; 0.47297297297297297; 0.7284172661870504; 0.9169139465875371; 0.9251497005988024; 0.9161676646706587; 0.568561872909699; 0.8252427184466019; 0.4462348046014522; 0.608695652173913; 0.8348623853211009; 0.4793780953154177; 0.7625786163522014; 0.8882783882783882; 0.7312416676374274
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; 4; ipca_diff; svdn; 570; 190; 190; 0.6; 0.2; 0.2; [0.94736842 0.92105263 0.93859649 0.90350877 0.92982456]; 0.46842105263157896; 0.5210526315789473; 0.7968421052631579; 0.9982425307557118; 0.9964912280701754; 0.9982456140350877; 0.6130268199233717; 0.9090909090909091; 0.49866310160427807; 0.6617100371747212; 0.9468085106382979; 0.5254875886524822; 0.824385805277525; 0.9700214132762313; 0.7997104995987782
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.87719298 0.89285714 0.90178571 0.88392857 0.92857143]; 0.4919786096256685; 0.5080213903743316; 0.8002136752136753; 1.0; 1.0; 1.0; 0.6215139442231075; 0.7878787878787878; 0.47348484848484845; 0.6290322580645161; 0.8210526315789474; 0.5029176201372998; 0.823751178133836; 0.92; 0.7983947939262472
svm_model_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; 4; ipca_diff; svdne; 624; 208; 208; 0.6; 0.2; 0.2; [0.98412698 0.96825397 0.99193548 0.94354839 0.99193548]; 0.6298076923076923; 0.6346153846153846; 0.8519230769230769; 0.9984; 1.0; 0.9983974358974359; 0.688259109311741; 0.7456140350877193; 0.6174878686076894; 0.680672268907563; 0.7570093457943925; 0.6309799204219487; 0.8612612612612611; 0.8968105065666041; 0.8507721171886276
ensemble_model_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; 4; ipca_diff; svdne; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [1.         0.99090909 0.98148148 0.99074074 1.        ]; 0.5911602209944752; 0.574585635359116; 0.8333333333333334; 1.0; 1.0; 1.0; 0.704; 0.8979591836734694; 0.5634374231620358; 0.6484018264840182; 0.8658536585365854; 0.5995934959349594; 0.8509378084896349; 0.9535398230088495; 0.8335981053370239
ensemble_model_v2_N8_B0_E8_nb_zones_4_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.99253731 0.99253731 1.         0.97727273 0.99242424]; 0.6199095022624435; 0.5882352941176471; 0.8417721518987342; 1.0; 1.0; 1.0; 0.631578947368421; 0.6923076923076923; 0.6239316239316239; 0.6224066390041494; 0.635593220338983; 0.5847869014316275; 0.8455428067078552; 0.8646209386281588; 0.8417307591691517
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; 6; ipca_diff; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.99479167 1.         1.         0.99473684 0.99473684]; 0.5299684542586751; 0.5236593059936908; 0.8102143757881463; 0.9989484752891693; 0.9978991596638656; 0.9989495798319328; 0.6725274725274725; 0.9745222929936306; 0.5341361464968153; 0.6666666666666666; 1.0; 0.5451807228915663; 0.8380849919311457; 0.9936224489795918; 0.8122725711232124
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; 6; ipca_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [1.         1.         1.         0.99438202 1.        ]; 0.5641891891891891; 0.6283783783783784; 0.8385135135135136; 1.0; 1.0; 1.0; 0.6861313868613139; 1.0; 0.5838709677419355; 0.7453703703703703; 1.0; 0.5925925925925926; 0.8619295205083767; 1.0; 0.8371934604904632
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 852; 284; 284; 0.6; 0.2; 0.2; [1.         0.98823529 0.99411765 1.         0.99411765]; 0.6338028169014085; 0.6197183098591549; 0.85; 0.9988276670574443; 1.0; 0.9988262910798121; 0.7204301075268817; 0.8993288590604027; 0.6200347999005718; 0.6896551724137931; 0.916030534351145; 0.6410218031232849; 0.8645899554990465; 0.9631728045325779; 0.8506340213139081
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; 6; ipca_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.80851064 0.86702128 0.79255319 0.86021505 0.83870968]; 0.48717948717948717; 0.47435897435897434; 0.7301282051282051; 0.8966986155484559; 0.8995726495726496; 0.8963675213675214; 0.603960396039604; 0.7922077922077922; 0.4910406049646556; 0.6132075471698114; 0.8552631578947368; 0.4838815789473684; 0.7617430673457837; 0.8695090439276486; 0.7311921809969032
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; 6; ipca_diff; svdn; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.94117647 0.91764706 0.87647059 0.93529412 0.92352941]; 0.48056537102473496; 0.4911660777385159; 0.7937853107344632; 0.9988221436984689; 0.9976470588235294; 0.9988235294117647; 0.5972602739726027; 0.7956204379562044; 0.49027597240275966; 0.6129032258064516; 0.8142857142857143; 0.49455544455544453; 0.8158890290037831; 0.9216524216524217; 0.7948598242715892
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.90340909 0.84659091 0.84090909 0.86931818 0.84659091]; 0.44368600682593856; 0.49146757679180886; 0.781718963165075; 0.990909090909091; 0.990909090909091; 0.9909090909090911; 0.5653333333333334; 0.726027397260274; 0.44464635169136146; 0.6068601583113457; 0.7876712328767124; 0.4924750722206691; 0.8041615667074664; 0.8975409836065574; 0.7818767588332515
svm_model_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; 6; ipca_diff; svdne; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.97311828 0.97826087 0.9673913  0.97826087 0.99456522]; 0.6644951140065146; 0.5960912052117264; 0.8483072916666666; 0.9935064935064934; 0.9956616052060737; 0.9934924078091106; 0.6850152905198778; 0.8057553956834532; 0.6766872216512504; 0.6395348837209303; 0.6875; 0.5920493197278911; 0.8539184952978056; 0.8960526315789473; 0.8487995116657624
ensemble_model_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; 6; ipca_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.97395833 0.97916667 0.97916667 0.97368421 0.97368421]; 0.6352201257861635; 0.5283018867924528; 0.8278894472361809; 0.9916317991631799; 0.9916317991631799; 0.9916317991631799; 0.6914893617021277; 0.8496732026143791; 0.6430184194890077; 0.6192893401015228; 0.7770700636942676; 0.5313921747042767; 0.8412514484356893; 0.9213197969543148; 0.8288191024572569
ensemble_model_v2_N8_B0_E8_nb_zones_6_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 804; 268; 268; 0.6; 0.2; 0.2; [0.99382716 0.99382716 1.         1.         1.        ]; 0.5895522388059702; 0.6268656716417911; 0.8432835820895522; 1.0; 1.0; 1.0; 0.6726190476190477; 0.8188405797101449; 0.5824972129319955; 0.6932515337423314; 0.837037037037037; 0.6252854358117517; 0.8567530695770806; 0.9303703703703704; 0.8426287942077415
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; 8; ipca_diff; svd; 1224; 408; 408; 0.6; 0.2; 0.2; [0.98780488 0.98780488 0.98360656 0.99180328 0.96721311]; 0.4950980392156863; 0.5612745098039216; 0.8112745098039216; 1.0; 1.0; 1.0; 0.6411149825783972; 0.9484536082474226; 0.5162828788900664; 0.703150912106136; 0.9953051643192489; 0.541242325749368; 0.8396501457725949; 0.9892051030421982; 0.8114487807081706
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; 8; ipca_diff; svd; 1104; 368; 368; 0.6; 0.2; 0.2; [0.98198198 0.9954955  0.99545455 1.         0.99090909]; 0.6766304347826086; 0.6875; 0.8728260869565218; 1.0; 1.0; 1.0; 0.7301587301587302; 0.9415204678362573; 0.6941104877252353; 0.7657841140529531; 0.9740932642487047; 0.672760917838638; 0.8850687622789783; 0.9836244541484717; 0.8733057335677422
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.97826087 0.9826087  0.96052632 0.99561404 0.96491228]; 0.6377952755905512; 0.6482939632545932; 0.8541448058761805; 0.9947643979057592; 0.9965034965034965; 0.9947552447552448; 0.7025862068965517; 0.8578947368421053; 0.6383714521906861; 0.7086956521739132; 0.8716577540106952; 0.6523237223661724; 0.8657004830917875; 0.9441517386722866; 0.854521010401974
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; 8; ipca_diff; svdn; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.81355932 0.80084746 0.85470085 0.76495726 0.84188034]; 0.5063938618925832; 0.5038363171355499; 0.7459100204498977; 0.9080267558528429; 0.9250425894378195; 0.9063032367972743; 0.6116700201207242; 0.76; 0.5004188481675393; 0.610441767068273; 0.8085106382978723; 0.5150927575725814; 0.7731629392971247; 0.8687179487179487; 0.7462855798635616
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; 8; ipca_diff; svdn; 1218; 406; 406; 0.6; 0.2; 0.2; [0.86885246 0.89344262 0.84016393 0.86065574 0.90082645]; 0.49014778325123154; 0.4876847290640394; 0.7763546798029557; 0.9682151589242055; 0.9753694581280788; 0.9679802955665024; 0.6159554730983302; 0.8177339901477833; 0.49014778325123154; 0.6204379562043795; 0.8374384236453202; 0.4876847290640395; 0.8038029386343993; 0.916256157635468; 0.7763546798029557
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.84920635 0.86111111 0.87301587 0.79761905 0.836     ]; 0.4630071599045346; 0.4892601431980907; 0.7686068702290076; 0.9638932496075353; 0.9761526232114467; 0.9634340222575517; 0.5886654478976234; 0.805; 0.4778424657534247; 0.6232394366197183; 0.8119266055045872; 0.47561504404582594; 0.7969861866889912; 0.9092645654250239; 0.7687409576410154
svm_model_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; 8; ipca_diff; svdne; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.98648649 0.97272727 0.99090909 0.97272727 0.98181818]; 0.6566757493188011; 0.670299727520436; 0.8627450980392157; 0.995475113122172; 0.9981851179673321; 0.9954627949183302; 0.7162162162162162; 0.8548387096774194; 0.6539386918552843; 0.72686230248307; 0.8797814207650273; 0.6708689712520789; 0.8734939759036144; 0.9456521739130435; 0.8625640782228973
ensemble_model_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; 8; ipca_diff; svdne; 1266; 422; 422; 0.6; 0.2; 0.2; [0.98818898 0.97244094 0.97244094 0.99206349 0.99206349]; 0.6327014218009479; 0.6563981042654028; 0.8530805687203792; 0.9921507064364208; 0.9984202211690363; 0.9921011058451815; 0.6723044397463003; 0.7293577981651376; 0.62938478143551; 0.672686230248307; 0.7303921568627451; 0.6587740600827487; 0.8584474885844747; 0.8909952606635071; 0.8530805687203791
ensemble_model_v2_N8_B0_E8_nb_zones_8_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 1182; 394; 394; 0.6; 0.2; 0.2; [0.9789916  0.99152542 0.98305085 0.98305085 0.98305085]; 0.6928934010152284; 0.682741116751269; 0.8751269035532995; 1.0; 1.0; 1.0; 0.7463312368972747; 0.9035532994923858; 0.6928934010152284; 0.7609942638623326; 0.9386792452830188; 0.6616473149492017; 0.8872593950504124; 0.968; 0.8736907216494845
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; 10; ipca_diff; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.98675497 0.99337748 0.98013245 0.99668874 0.98333333]; 0.5576036866359447; 0.5483870967741935; 0.835016835016835; 0.9973474801061007; 0.9973474801061007; 0.9973474801061007; 0.6842105263157896; 0.9541284403669725; 0.55576792388719; 0.6754966887417219; 0.9444444444444444; 0.550203873598369; 0.8558823529411765; 0.9797979797979798; 0.835016835016835
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; 10; ipca_diff; svd; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.99013158 0.98355263 0.99006623 0.99006623 1.        ]; 0.6218097447795824; 0.5893271461716937; 0.8560606060606061; 0.9986807387862797; 1.0; 0.9986789960369882; 0.7194492254733218; 1.0; 0.6328828828828829; 0.7121951219512196; 0.9864864864864865; 0.5769753006595112; 0.8738938053097345; 0.9974747474747475; 0.856060606060606
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 1382; 460; 460; 0.6003475238922676; 0.1998262380538662; 0.1998262380538662; [0.99280576 0.99637681 0.98188406 0.99637681 0.99637681]; 0.6739130434782609; 0.658695652173913; 0.8653344917463076; 0.9978276611151339; 0.9971056439942113; 0.9978292329956584; 0.7440273037542662; 0.9083333333333333; 0.6632575757575758; 0.7201426024955436; 0.9223744292237442; 0.6707307830766024; 0.8773734177215189; 0.9643478260869566; 0.8654204408212561
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; 10; ipca_diff; svdn; 1598; 532; 532; 0.6003005259203607; 0.19984973703981967; 0.19984973703981967; [0.85625    0.834375   0.859375   0.8625     0.83333333]; 0.4910025706940874; 0.48586118251928023; 0.8169191919191919; 0.9768605378361477; 0.9774718397997497; 0.976846057571965; 0.6221374045801527; 0.806930693069307; 0.4783316566950813; 0.6000000000000001; 0.8021390374331551; 0.49760417218192404; 0.8341593595120093; 0.9208754208754208; 0.816919191919192
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; 10; ipca_diff; svdn; 1458; 486; 486; 0.6; 0.2; 0.2; [0.80821918 0.84589041 0.8390411  0.85273973 0.83448276]; 0.4923747276688453; 0.49673202614379086; 0.7992424242424242; 0.9911019849418207; 0.9931412894375857; 0.9910836762688615; 0.6003430531732418; 0.7709251101321586; 0.4953763481695276; 0.5996533795493935; 0.7456896551724138; 0.4939902020355461; 0.8180083937428463; 0.9023569023569024; 0.7992424242424242
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 1422; 474; 474; 0.6; 0.2; 0.2; [0.85314685 0.85211268 0.88380282 0.83802817 0.8415493 ]; 0.4578059071729958; 0.5063291139240507; 0.7869198312236287; 0.9901408450704225; 0.9887482419127989; 0.9901547116736991; 0.5874799357945426; 0.7922077922077922; 0.46606274384052165; 0.6225806451612903; 0.8008298755186722; 0.5012733068580486; 0.8103642508449118; 0.9120879120879121; 0.7871307294222205
svm_model_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; 10; ipca_diff; svdne; 1406; 468; 468; 0.6003415883859948; 0.19982920580700256; 0.19982920580700256; [0.96099291 0.9893617  0.9822695  0.97142857 0.97142857]; 0.7414529914529915; 0.7350427350427351; 0.8911187019641332; 0.9929078014184398; 0.9957325746799431; 0.9928876244665717; 0.7584830339321358; 0.8225108225108225; 0.7424790399473944; 0.7549407114624506; 0.809322033898305; 0.7344023962594974; 0.8944973107157633; 0.923931623931624; 0.8911466993378256
ensemble_model_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; 10; ipca_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.99       0.97651007 0.98657718 0.99328859 0.97315436]; 0.5859728506787331; 0.5904977375565611; 0.8438552188552189; 0.9953114534494307; 0.9959785522788204; 0.9953083109919572; 0.6579439252336449; 0.8380952380952381; 0.5979269293924466; 0.679646017699115; 0.8275862068965517; 0.5780788177339902; 0.8569224836097185; 0.9351851851851852; 0.8438552188552187
ensemble_model_v2_N8_B0_E8_nb_zones_10_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.97535211 0.97535211 0.97535211 0.97535211 0.9858156 ]; 0.6546610169491526; 0.6186440677966102; 0.8530906011854361; 0.9971870604781998; 1.0; 0.997179125528914; 0.6987060998151571; 0.8253275109170306; 0.6595773357054289; 0.686411149825784; 0.7975708502024291; 0.6098965362123258; 0.8632242806464329; 0.9240506329113924; 0.8528494455975824
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; 12; ipca_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.99444444 0.975      0.97777778 0.99162011 0.99162011]; 0.5172413793103449; 0.5344827586206896; 0.8817340067340067; 0.996662958843159; 0.9977728285077951; 0.9966592427616926; 0.675925925925926; 1.0; 0.5138888888888888; 0.6793349168646081; 0.9930555555555556; 0.5376236681887367; 0.894002263296869; 0.9974747474747475; 0.8817340067340067
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; 12; ipca_diff; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.98882682 0.97765363 0.97765363 0.99162011 0.98033708]; 0.6836734693877551; 0.673469387755102; 0.9175084175084175; 0.996100278551532; 1.0; 0.9960850111856823; 0.7409470752089136; 0.9568345323741008; 0.6977721048967278; 0.7460317460317462; 0.9096774193548387; 0.659874680900441; 0.9225908372827805; 0.9831649831649831; 0.9175084175084175
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svd; 8; 0; 8; zones; ipca_diff; svd; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.98830409 0.99122807 0.99415205 0.99707602 0.99411765]; 0.6317365269461078; 0.6676646706586826; 0.9002525252525253; 0.9982445874780573; 0.9988290398126464; 0.9982435597189695; 0.7064439140811456; 0.9367088607594937; 0.6473317031070196; 0.750561797752809; 0.9488636363636364; 0.6516470080552359; 0.9078896230081617; 0.9831649831649831; 0.9002525252525253
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; 12; ipca_diff; svdn; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.80810811 0.85135135 0.84324324 0.86141304 0.8423913 ]; 0.5169811320754717; 0.5018867924528302; 0.8657407407407407; 0.9681597409606045; 0.971830985915493; 0.9680390032502708; 0.6; 0.7058823529411765; 0.5118559051527588; 0.5741935483870967; 0.689922480620155; 0.5067259461924304; 0.8715263793797825; 0.9107744107744108; 0.8657407407407408
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; 12; ipca_diff; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.86312849 0.84636872 0.86312849 0.84916201 0.81284916]; 0.47440273037542663; 0.5119453924914675; 0.8661616161616161; 0.9883138564273789; 0.9921787709497206; 0.9882681564245809; 0.6051282051282051; 0.8740740740740741; 0.5034927332395687; 0.655421686746988; 0.8607594936708861; 0.4822315986872949; 0.8777863182167565; 0.9612794612794613; 0.866161616161616
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svdn; 8; 0; 8; zones; ipca_diff; svdn; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.88736264 0.8543956  0.86813187 0.87569061 0.8480663 ]; 0.5035714285714286; 0.525; 0.8796296296296297; 0.9922907488986784; 0.9922907488986784; 0.9922907488986783; 0.603988603988604; 0.7737226277372263; 0.5092389362462356; 0.6376021798365124; 0.8181818181818182; 0.5185799601857997; 0.8871349644830309; 0.9461279461279462; 0.8796296296296297
svm_model_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; 12; ipca_diff; svdne; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.96857143 0.96857143 0.97988506 0.98563218 0.98850575]; 0.6550632911392406; 0.6550632911392406; 0.9036195286195287; 0.9936962750716332; 0.9942660550458715; 0.9936926605504587; 0.6706948640483383; 0.6809815950920245; 0.6542162877420907; 0.6929577464788733; 0.803921568627451; 0.6596294959701672; 0.9058000822706707; 0.9267676767676768; 0.9036195286195288
ensemble_model_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; 12; ipca_diff; svdne; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.95833333 0.98603352 0.97206704 0.98044693 0.97206704]; 0.6198630136986302; 0.6712328767123288; 0.9048821548821548; 0.9894853348090757; 0.9977678571428571; 0.9893973214285714; 0.6873239436619719; 0.8413793103448276; 0.6213699272812574; 0.7303370786516854; 0.8843537414965986; 0.6697630776448511; 0.9102462271644162; 0.9646464646464646; 0.9048821548821548
ensemble_model_v2_N8_B0_E8_nb_zones_12_ipca_diff_svdne; 8; 0; 8; zones; ipca_diff; svdne; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.9701087  0.97826087 0.9701087  0.9673913  0.97826087]; 0.6567164179104478; 0.6455223880597015; 0.9175084175084175; 0.9951325040562466; 1.0; 0.995108695652174; 0.6805555555555556; 0.7538461538461538; 0.659531772575251; 0.6779661016949152; 0.7246376811594203; 0.643088071348941; 0.919407894736842; 0.9410774410774411; 0.9175084175084176
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; 4; ipca_diff; svd; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.98461538 0.94615385 0.96923077 0.9921875  0.96875   ]; 0.8046511627906977; 0.8232558139534883; 0.9182156133828996; 0.9875389408099688; 0.9814241486068112; 0.9876160990712075; 0.8396946564885496; 0.9166666666666666; 0.7899122807017545; 0.844262295081967; 0.9196428571428571; 0.8190447295423023; 0.9233449477351916; 0.954954954954955; 0.9170168248863066
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; 4; ipca_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.96610169 0.97457627 0.97413793 0.99137931 0.94827586]; 0.7989690721649485; 0.7938144329896907; 0.9125514403292181; 0.9897610921501707; 0.9931506849315068; 0.9897260273972602; 0.8059701492537313; 0.9529411764705882; 0.8159201295196977; 0.8319327731092436; 0.9428571428571428; 0.7804173354735152; 0.9170731707317074; 0.975103734439834; 0.9130620713015497
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.95535714 0.96428571 0.9375     0.95535714 0.88181818]; 0.8548387096774194; 0.8387096774193549; 0.9376344086021505; 0.998211091234347; 1.0; 0.9982078853046594; 0.8695652173913043; 0.8910891089108911; 0.8514269073966221; 0.84375; 0.8617021276595744; 0.8384597594819612; 0.9394572025052191; 0.9493670886075949; 0.9374028425494115
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; 4; ipca_diff; svdn; 684; 228; 228; 0.6; 0.2; 0.2; [0.52173913 0.53623188 0.60294118 0.58823529 0.54411765]; 0.5131578947368421; 0.49122807017543857; 0.6008771929824561; 0.6566265060240963; 0.6374269005847953; 0.6666666666666666; 0.43654822335025384; 0.39090909090909093; 0.5090138674884437; 0.4774774774774775; 0.4491525423728814; 0.4927580893682589; 0.579870729455217; 0.5508771929824562; 0.6008771929824561
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; 4; ipca_diff; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.61290323 0.60483871 0.58064516 0.5483871  0.58196721]; 0.5048543689320388; 0.5097087378640777; 0.7961165048543689; 0.9886914378029079; 0.9902912621359223; 0.9886731391585761; 0.5405405405405405; 0.5882352941176471; 0.5056561085972852; 0.5213270142180094; 0.5238095238095238; 0.5094295143800094; 0.8003802281368821; 0.8158914728682171; 0.796078032153953
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.66949153 0.50862069 0.59482759 0.53448276 0.60344828]; 0.5463917525773195; 0.5051546391752577; 0.7938144329896907; 0.9724137931034483; 0.9690721649484536; 0.9725085910652921; 0.5217391304347826; 0.5517241379310345; 0.5468901063486948; 0.5555555555555555; 0.5882352941176471; 0.5006393861892584; 0.7959183673469388; 0.8125; 0.7940051020408163
svm_model_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; 4; ipca_diff; svdne; 512; 170; 170; 0.6009389671361502; 0.19953051643192488; 0.19953051643192488; [0.98076923 0.93137255 0.98039216 0.97058824 0.93137255]; 0.8117647058823529; 0.7764705882352941; 0.8967136150234741; 0.963855421686747; 0.9375; 0.96484375; 0.8333333333333334; 0.9195402298850575; 0.8091677053039745; 0.8155339805825242; 0.9333333333333333; 0.7666666666666666; 0.9017857142857142; 0.9330254041570438; 0.8961069741548943
ensemble_model_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; 4; ipca_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.95       0.98333333 0.95833333 0.93333333 0.91525424]; 0.864321608040201; 0.8391959798994975; 0.9317269076305221; 0.9850746268656716; 0.9933110367892977; 0.9849498327759197; 0.8755760368663595; 0.9313725490196079; 0.8625934910046493; 0.8532110091743119; 0.8454545454545455; 0.8384576098059244; 0.9344894026974951; 0.949119373776908; 0.931260717816289
ensemble_model_v2_N8_B46_E54_nb_zones_4_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 690; 230; 230; 0.6; 0.2; 0.2; [0.89855072 0.94927536 0.92028986 0.92028986 0.93478261]; 0.8347826086956521; 0.808695652173913; 0.9043478260869565; 0.9580838323353293; 0.927536231884058; 0.9594202898550727; 0.8347826086956521; 0.9142857142857143; 0.8411428571428571; 0.8307692307692307; 0.9152542372881356; 0.8058414043583535; 0.9050086355785837; 0.9225352112676056; 0.9045665747059677
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; 6; ipca_diff; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.93548387 0.94623656 0.91847826 0.96195652 0.91304348]; 0.7857142857142857; 0.775974025974026; 0.8883116883116883; 0.9595628415300546; 0.9502164502164502; 0.95995670995671; 0.8058823529411765; 0.9194630872483222; 0.7899202228694442; 0.8034188034188033; 0.8980891719745223; 0.7735478972455394; 0.8929016189290161; 0.93359375; 0.8884289993523315
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; 6; ipca_diff; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.92771084 0.94578313 0.95180723 0.96385542 0.93902439]; 0.822463768115942; 0.8152173913043478; 0.908695652173913; 0.9682151589242054; 0.9565217391304348; 0.9685990338164252; 0.8454258675078865; 0.9781021897810219; 0.8235834689912304; 0.8271186440677966; 0.9384615384615385; 0.8219704952581665; 0.9118881118881119; 0.9574155653450808; 0.9093229471932842
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 912; 304; 304; 0.6; 0.2; 0.2; [0.91847826 0.92307692 0.95054945 0.92857143 0.92307692]; 0.8092105263157895; 0.7631578947368421; 0.9144736842105263; 1.0; 1.0; 1.0; 0.8176100628930817; 0.9090909090909091; 0.8147939017504235; 0.7869822485207102; 0.8364779874213837; 0.7596183040555194; 0.9170918367346939; 0.9485488126649076; 0.9145631202432148
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; 6; ipca_diff; svdn; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; [0.60606061 0.51515152 0.57070707 0.58585859 0.60204082]; 0.5440729483282675; 0.5075987841945289; 0.6913730255164034; 0.804780876494024; 0.8178137651821862; 0.8016194331983805; 0.5879120879120878; 0.6114285714285714; 0.5394805194805196; 0.5371428571428571; 0.5987261146496815; 0.5115723596504221; 0.7043073341094296; 0.7324455205811138; 0.691222760290557
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; 6; ipca_diff; svdn; 870; 290; 290; 0.6; 0.2; 0.2; [0.52873563 0.52873563 0.53448276 0.52298851 0.48275862]; 0.4827586206896552; 0.5586206896551724; 0.8082758620689655; 1.0; 1.0; 1.0; 0.4827586206896552; 0.5035971223021583; 0.4835866406212778; 0.5675675675675677; 0.5833333333333334; 0.5587899543378996; 0.8090659340659341; 0.8203342618384402; 0.808391174635067
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 978; 326; 326; 0.6; 0.2; 0.2; [0.50510204 0.53061224 0.51020408 0.57142857 0.48969072]; 0.4662576687116564; 0.5061349693251533; 0.7889570552147239; 0.9907881269191402; 0.9897750511247444; 0.9907975460122699; 0.49122807017543857; 0.5029940119760479; 0.4653334839754453; 0.5222551928783382; 0.546583850931677; 0.5066252587991719; 0.792270531400966; 0.802937576499388; 0.7889226627884394
svm_model_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; 6; ipca_diff; svdne; 1008; 336; 336; 0.6; 0.2; 0.2; [0.97029703 0.94554455 0.94554455 0.96039604 0.945     ]; 0.8482142857142857; 0.8333333333333334; 0.9166666666666666; 0.9672943508424182; 0.9682539682539683; 0.9672619047619049; 0.8360128617363344; 0.8441558441558441; 0.8479020979020978; 0.849462365591398; 0.8449197860962567; 0.8318558662024909; 0.9172576832151299; 0.9183431952662722; 0.9166566275732558
ensemble_model_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; 6; ipca_diff; svdne; 858; 286; 286; 0.6; 0.2; 0.2; [0.89534884 0.91860465 0.88372093 0.9244186  0.93529412]; 0.8566433566433567; 0.8951048951048951; 0.9279720279720279; 0.9621749408983452; 0.9487179487179487; 0.9627039627039627; 0.8655737704918033; 0.9496402877697842; 0.8591738853814906; 0.9013157894736843; 0.9647887323943662; 0.8955888106416275; 0.9292096219931271; 0.952112676056338; 0.9281396713615024
ensemble_model_v2_N8_B46_E54_nb_zones_6_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.86470588 0.92352941 0.88235294 0.94705882 0.88235294]; 0.8975265017667845; 0.8480565371024735; 0.9258474576271186; 0.9606674612634089; 0.9482352941176471; 0.9611764705882353; 0.9055374592833876; 0.952054794520548; 0.8957354264573543; 0.8501742160278745; 0.9242424242424242; 0.8528496889424042; 0.9267271458478715; 0.9445234708392604; 0.9259784254617058
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; 8; ipca_diff; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.91322314 0.875      0.88333333 0.92916667 0.88333333]; 0.845; 0.8025; 0.8891108891108891; 0.9323308270676691; 0.9284525790349417; 0.9326123128119801; 0.8622222222222222; 0.8899082568807339; 0.8405585240447625; 0.8132387706855793; 0.8730964467005076; 0.8035432972418795; 0.8927536231884059; 0.9094488188976378; 0.888801488556324
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; 8; ipca_diff; svd; 1318; 439; 439; 0.6001821493624773; 0.1999089253187614; 0.1999089253187614; [0.9469697  0.92424242 0.93181818 0.93181818 0.9351145 ]; 0.8132118451025057; 0.7494305239179955; 0.895264116575592; 0.9710806697108069; 0.9681335356600911; 0.9711684370257967; 0.836; 0.920704845814978; 0.8094090266810741; 0.7817460317460317; 0.9425837320574163; 0.7582483877678386; 0.900776531492666; 0.9534246575342465; 0.8954225921640351
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 1122; 374; 374; 0.6; 0.2; 0.2; [0.9159292  0.9375     0.92857143 0.94196429 0.94196429]; 0.8288770053475936; 0.8663101604278075; 0.9203208556149732; 0.9684400360685301; 0.9572192513368984; 0.9688057040998218; 0.8391959798994975; 0.8520408163265306; 0.8277058014216921; 0.8648648648648649; 0.8888888888888888; 0.8671248568155784; 0.9206180074587108; 0.9220917822838848; 0.920317059416326
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; 8; ipca_diff; svdn; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.55217391 0.59130435 0.60434783 0.55217391 0.56140351]; 0.49214659685863876; 0.5052356020942408; 0.6119246861924686; 0.6875543951261968; 0.6881533101045296; 0.6872822299651568; 0.5101010101010102; 0.5519125683060109; 0.49454924897712604; 0.5445783132530121; 0.601063829787234; 0.5067174819039263; 0.6214285714285714; 0.6444444444444445; 0.6122946110536596
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; 8; ipca_diff; svdn; 1282; 427; 427; 0.600187265917603; 0.1999063670411985; 0.1999063670411985; [0.58139535 0.57421875 0.6328125  0.58984375 0.62109375]; 0.45901639344262296; 0.5175644028103045; 0.7851123595505618; 0.9829192546583851; 0.9875195007800313; 0.982839313572543; 0.459016393442623; 0.494949494949495; 0.46144854660138507; 0.5381165919282512; 0.5454545454545454; 0.5166886253842775; 0.7875983341045811; 0.8035882908404155; 0.7852667545195579
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 1260; 420; 420; 0.6; 0.2; 0.2; [0.52380952 0.48412698 0.56746032 0.53968254 0.54761905]; 0.5095238095238095; 0.48333333333333334; 0.7838095238095238; 0.9753772835583797; 0.9746031746031746; 0.9753968253968254; 0.5422222222222222; 0.5545454545454546; 0.5072727272727273; 0.4771084337349398; 0.4852941176470588; 0.4833877995642702; 0.7862523540489642; 0.7922201138519924; 0.7837773609412926
svm_model_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; 8; ipca_diff; svdne; 1122; 374; 374; 0.6; 0.2; 0.2; [0.9159292  0.91071429 0.91071429 0.90625    0.91517857]; 0.839572192513369; 0.8502673796791443; 0.9048128342245989; 0.9432234432234431; 0.9180035650623886; 0.9447415329768271; 0.8369565217391305; 0.9166666666666666; 0.8466828478964401; 0.8666666666666666; 0.9333333333333333; 0.8465549348230913; 0.9053191489361703; 0.920995670995671; 0.9050010067451928
ensemble_model_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; 8; ipca_diff; svdne; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.93103448 0.94827586 0.91810345 0.92672414 0.90086207]; 0.8212435233160622; 0.8160621761658031; 0.8995859213250518; 0.9523809523809523; 0.9310344827586207; 0.9534482758620689; 0.8509719222462203; 0.933649289099526; 0.8096817874069059; 0.8174807197943446; 0.9464285714285714; 0.8310124508519003; 0.9023162134944612; 0.9343065693430657; 0.8998357101597136
ensemble_model_v2_N8_B46_E54_nb_zones_8_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 1096; 365; 365; 0.6002190580503833; 0.19989047097480833; 0.19989047097480833; [0.90909091 0.88636364 0.90909091 0.92201835 0.88073394]; 0.7917808219178082; 0.8027397260273973; 0.8953997809419496; 0.9599254426840633; 0.9397810218978102; 0.9607664233576642; 0.8080808080808082; 0.8938547486033519; 0.7937015678500631; 0.8285714285714286; 0.9015544041450777; 0.7967074346306785; 0.8988883006881949; 0.9228260869565217; 0.8951878779153469
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; 10; ipca_diff; svd; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.92517007 0.93537415 0.91836735 0.8869863  0.93150685]; 0.8263736263736263; 0.8307692307692308; 0.898989898989899; 0.9421487603305785; 0.9331514324693042; 0.9427012278308322; 0.8391038696537679; 0.9537037037037037; 0.8325003874167054; 0.8566108007448789; 0.9623430962343096; 0.8237641407097474; 0.903225806451613; 0.9427609427609428; 0.898989898989899
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; 10; ipca_diff; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.92123288 0.95205479 0.9        0.94482759 0.94482759]; 0.7787418655097614; 0.8568329718004338; 0.9128787878787878; 0.9734151329243353; 0.9821182943603851; 0.9731774415405777; 0.7857142857142857; 0.8025751072961373; 0.7784805361042091; 0.8595744680851064; 0.8859649122807017; 0.8571455462691062; 0.9142146705346043; 0.9284511784511784; 0.9128787878787878
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.93225806 0.9483871  0.93831169 0.92857143 0.94480519]; 0.78125; 0.8389423076923077; 0.9212962962962963; 0.9812540400775696; 0.9831606217616581; 0.9812176165803109; 0.7785888077858881; 0.7766990291262136; 0.7812066574202496; 0.840855106888361; 0.8428571428571429; 0.8389042995839113; 0.921395544346364; 0.9225589225589226; 0.9212962962962963
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; 10; ipca_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.55782313 0.5170068  0.5890411  0.54794521 0.56164384]; 0.5416666666666666; 0.5219298245614035; 0.5778619528619529; 0.6081632653061224; 0.610655737704918; 0.6065573770491803; 0.5654885654885655; 0.5738396624472574; 0.5403444887578753; 0.5281385281385281; 0.5570776255707762; 0.5232645511820125; 0.584334852880232; 0.5934343434343434; 0.5778619528619529
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; 10; ipca_diff; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.56993007 0.58741259 0.60839161 0.56993007 0.60211268]; 0.5168776371308017; 0.4873417721518987; 0.7996632996632996; 0.9971949509116409; 0.9957983193277311; 0.9971988795518207; 0.5316973415132924; 0.5555555555555556; 0.5173611111111112; 0.511066398390342; 0.5291666666666667; 0.4868055555555556; 0.802653399668325; 0.8148148148148148; 0.7996632996632996
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.58156028 0.57092199 0.58928571 0.55714286 0.54642857]; 0.5128205128205128; 0.5064102564102564; 0.7747863247863248; 0.95177304964539; 0.9558404558404558; 0.9515669515669516; 0.5230125523012552; 0.5165289256198347; 0.5126892415709793; 0.5074626865671642; 0.5173913043478261; 0.5065948118377785; 0.7764106915570641; 0.7793867120954003; 0.7747705430116796
svm_model_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; 10; ipca_diff; svdne; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.92758621 0.92361111 0.9375     0.94444444 0.95486111]; 0.7687366167023555; 0.8115631691648822; 0.8914141414141414; 0.9573590096286106; 0.9653259361997226; 0.957004160887656; 0.8021978021978022; 0.8902439024390244; 0.7618640326674759; 0.8204081632653062; 0.9095022624434389; 0.8165397491078983; 0.8963855421686747; 0.9393939393939394; 0.8914141414141414
ensemble_model_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; 10; ipca_diff; svdne; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.88961039 0.90196078 0.92810458 0.91176471 0.94117647]; 0.8507109004739336; 0.8767772511848341; 0.922979797979798; 0.9551451187335093; 0.9451697127937336; 0.9556135770234987; 0.8538283062645012; 0.9387755102040817; 0.8565558966949612; 0.891213389121339; 0.9424778761061947; 0.87174914213473; 0.9245360824742268; 0.9436026936026936; 0.922979797979798
ensemble_model_v2_N8_B46_E54_nb_zones_10_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.89236111 0.89236111 0.92307692 0.8986014  0.91608392]; 0.8768577494692145; 0.9150743099787686; 0.9326599326599326; 0.9561527581329562; 0.9428172942817294; 0.9567642956764295; 0.8821138211382114; 0.9819004524886877; 0.8829502262443439; 0.9256505576208178; 0.996; 0.9097647058823529; 0.9345335515548282; 0.9612794612794613; 0.9326599326599327
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; 12; ipca_diff; svd; 1836; 612; 612; 0.6; 0.2; 0.2; [0.95652174 0.96195652 0.92934783 0.95628415 0.94808743]; 0.7925925925925926; 0.7925925925925926; 0.9212962962962963; 0.9587231700605393; 0.94880174291939; 0.9591503267973857; 0.8372093023255814; 0.9664429530201343; 0.7724776748571747; 0.8028169014084506; 0.9421487603305785; 0.8066448499639468; 0.9235173824130879; 0.9503367003367004; 0.9212962962962963
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; 12; ipca_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.92196532 0.89884393 0.91907514 0.9017341  0.92196532]; 0.8359133126934984; 0.8606811145510835; 0.9330808080808081; 0.9642647920328062; 0.9514450867052023; 0.9647398843930635; 0.848137535816619; 0.9079754601226994; 0.8352377300613497; 0.8703170028818444; 0.94375; 0.8614455521472392; 0.9338327091136079; 0.9444444444444444; 0.9330808080808081
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svd; 8; 46; 54; zones; ipca_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.94662921 0.94382022 0.8988764  0.91853933 0.92134831]; 0.8187919463087249; 0.8456375838926175; 0.9326599326599326; 0.9657534246575342; 0.950561797752809; 0.9662921348314608; 0.8322981366459627; 0.9370629370629371; 0.8233701782088879; 0.8662790697674418; 0.9612903225806452; 0.8407850214301827; 0.9338296112489661; 0.9503367003367004; 0.9326599326599326
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; 12; ipca_diff; svdn; 1734; 578; 578; 0.6; 0.2; 0.2; [0.58908046 0.57183908 0.57803468 0.60404624 0.54624277]; 0.5264797507788161; 0.46417445482866043; 0.6304713804713805; 0.6834285714285714; 0.6897347174163783; 0.6805074971164937; 0.5555555555555556; 0.5864197530864198; 0.5259142790589332; 0.4787878787878788; 0.4968553459119497; 0.46447705567202424; 0.6374896779521058; 0.6498316498316499; 0.6304713804713806
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; 12; ipca_diff; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.55586592 0.5758427  0.55898876 0.51123596 0.59831461]; 0.48484848484848486; 0.5218855218855218; 0.8758417508417509; 1.0; 1.0; 1.0; 0.511182108626198; 0.5194805194805194; 0.4835164835164835; 0.5644171779141104; 0.6433566433566433; 0.5262237762237763; 0.8781495249896737; 0.8947811447811448; 0.875841750841751
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svdn; 8; 46; 54; zones; ipca_diff; svdn; 1638; 546; 546; 0.6; 0.2; 0.2; [0.53658537 0.55792683 0.55487805 0.53353659 0.54294479]; 0.5230352303523035; 0.5474254742547425; 0.8371212121212122; 0.97323600973236; 0.9768009768009768; 0.9731379731379732; 0.5243243243243243; 0.5271739130434783; 0.5230464159811986; 0.5522788203753352; 0.5567567567567567; 0.5474001175088132; 0.8378718056137411; 0.8417508417508418; 0.837121212121212
svm_model_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; 12; ipca_diff; svdne; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.93641618 0.9132948  0.94767442 0.91860465 0.92732558]; 0.8803680981595092; 0.8680981595092024; 0.9263468013468014; 0.9457092819614711; 0.9396751740139211; 0.9460556844547563; 0.8737864077669903; 0.8766233766233766; 0.8801721534279674; 0.870870870870871; 0.8430232558139535; 0.8695635759589249; 0.9256900212314224; 0.9175084175084175; 0.9263468013468013
ensemble_model_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; 12; ipca_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.9241573  0.91853933 0.90168539 0.92090395 0.93502825]; 0.9; 0.9133333333333333; 0.9448653198653199; 0.9571183533447684; 0.9425675675675675; 0.9577702702702704; 0.9044585987261146; 0.9594594594594594; 0.9007823613086771; 0.9192546583850931; 0.9736842105263158; 0.9125177809388336; 0.9450733752620546; 0.9486531986531986; 0.9448653198653199
ensemble_model_v2_N8_B46_E54_nb_zones_12_ipca_diff_svdne; 8; 46; 54; zones; ipca_diff; svdne; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.92245989 0.93582888 0.9327957  0.91666667 0.93010753]; 0.84375; 0.8515625; 0.9478114478114478; 0.9753218884120172; 0.9753218884120172; 0.9753218884120172; 0.8449612403100775; 0.8790322580645161; 0.8448191593352883; 0.8571428571428571; 0.8636363636363636; 0.8511730205278594; 0.948073701842546; 0.9528619528619529; 0.9478114478114478
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; 4; ipca_diff; svd; 658; 219; 219; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.96212121 0.93939394 0.96212121 0.93939394 0.93846154]; 0.8082191780821918; 0.771689497716895; 0.8941605839416058; 0.9634146341463415; 0.9604863221884499; 0.9635258358662613; 0.8205128205128205; 0.8888888888888888; 0.8093093093093092; 0.8161764705882353; 0.9568965517241379; 0.7600016739203214; 0.9001721170395868; 0.945750452079566; 0.8936855391152894
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; 4; ipca_diff; svd; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.8968254  0.91129032 0.90322581 0.83064516 0.87903226]; 0.8454106280193237; 0.8309178743961353; 0.9034749034749034; 0.9480314960629921; 0.9678456591639871; 0.9469453376205788; 0.8632478632478633; 0.8559322033898306; 0.843696438773567; 0.8309178743961353; 0.8775510204081632; 0.8332709230481182; 0.9070631970260222; 0.9259962049335864; 0.9030766879284828
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.8984375 0.921875  0.921875  0.859375  0.9296875]; 0.8356807511737089; 0.8262910798122066; 0.9090056285178236; 0.9620637329286799; 0.990625; 0.9609375000000001; 0.8535564853556487; 0.9026548672566371; 0.8313274336283186; 0.8451882845188284; 0.8938053097345132; 0.8219026548672566; 0.9146877748460862; 0.9523809523809523; 0.9079212454212454
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; 4; ipca_diff; svdn; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.53333333 0.51694915 0.50847458 0.46610169 0.53389831]; 0.5126903553299492; 0.4416243654822335; 0.7677484787018256; 0.9612141652613827; 0.9628378378378378; 0.9611486486486486; 0.5247524752475249; 0.5353535353535354; 0.5125747268604411; 0.42708333333333337; 0.47126436781609193; 0.44472309299895507; 0.7679837892603849; 0.7863070539419087; 0.7681535269709543
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; 4; ipca_diff; svdn; 606; 202; 202; 0.6; 0.2; 0.2; [0.54918033 0.52459016 0.54918033 0.46666667 0.49166667]; 0.5495049504950495; 0.5198019801980198; 0.8138613861386138; 1.0; 1.0; 1.0; 0.5333333333333333; 0.48148148148148145; 0.5545705279747832; 0.5314009661835749; 0.5555555555555556; 0.5204962243797195; 0.8134920634920635; 0.803921568627451; 0.8139607843137255
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.59482759 0.56034483 0.52586207 0.51754386 0.47368421]; 0.5260416666666666; 0.5625; 0.8135416666666667; 0.993006993006993; 0.9861111111111112; 0.9930555555555556; 0.4972375690607735; 0.4639175257731959; 0.5266956049918612; 0.5116279069767442; 0.4631578947368421; 0.5614758545849159; 0.8064864864864865; 0.7770833333333333; 0.8135416666666666
svm_model_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; 4; ipca_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.88135593 0.92372881 0.78813559 0.84745763 0.87288136]; 0.8571428571428571; 0.8673469387755102; 0.8727087576374746; 0.8826446280991735; 0.9050847457627119; 0.8796610169491527; 0.8727272727272728; 0.9504950495049505; 0.8541948931735278; 0.875; 0.9479166666666666; 0.8689583333333333; 0.8789932236205226; 0.9227642276422764; 0.8726066036170566
ensemble_model_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; 4; ipca_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.87704918 0.84166667 0.90833333 0.86666667 0.875     ]; 0.885; 0.88; 0.908183632734531; 0.9258649093904449; 0.9335548172757475; 0.925249169435216; 0.8878048780487805; 0.91; 0.885; 0.8857142857142858; 0.8691588785046729; 0.8808159983921213; 0.9099804305283757; 0.9153543307086615; 0.9080820236539259
ensemble_model_v2_N8_B96_E104_nb_zones_4_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.94067797 0.96610169 0.88983051 0.89655172 0.95689655]; 0.8153846153846154; 0.8666666666666667; 0.923155737704918; 0.9780033840947546; 0.9863481228668942; 0.9778156996587031; 0.8317757009345795; 0.9270833333333334; 0.8170770202020202; 0.8712871287128713; 0.9361702127659575; 0.8690752053928799; 0.9255213505461768; 0.9648033126293996; 0.9235781269029351
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; 6; ipca_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.94382022 0.94382022 0.90340909 0.92045455 0.89772727]; 0.8095238095238095; 0.8571428571428571; 0.8899456521739131; 0.9307359307359307; 0.9728506787330317; 0.9276018099547512; 0.8169934640522876; 0.8389261744966443; 0.8091182596621153; 0.8618421052631579; 0.8972602739726028; 0.857413920770085; 0.894393741851369; 0.9308005427408412; 0.889890067288788
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; 6; ipca_diff; svd; 852; 284; 284; 0.6; 0.2; 0.2; [0.8372093  0.9        0.90588235 0.83529412 0.8       ]; 0.8661971830985915; 0.8450704225352113; 0.893661971830986; 0.917562724014337; 0.9014084507042254; 0.9190140845070424; 0.8848484848484849; 0.9733333333333334; 0.8598009950248756; 0.8523489932885906; 0.9621212121212122; 0.8527711323763956; 0.8969283276450511; 0.9279661016949152; 0.893758331746334
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 864; 288; 288; 0.6; 0.2; 0.2; [0.89655172 0.88505747 0.90116279 0.9244186  0.9127907 ]; 0.8472222222222222; 0.8020833333333334; 0.9041666666666667; 0.9568261376896149; 0.9490740740740741; 0.9571759259259258; 0.8616352201257862; 0.9194630872483222; 0.8446236299550964; 0.811881188118812; 0.8541666666666666; 0.8020833333333334; 0.9066305818673884; 0.9241379310344827; 0.9040270074752833
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; 6; ipca_diff; svdn; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.56395349 0.45348837 0.52906977 0.48837209 0.45348837]; 0.5629370629370629; 0.48951048951048953; 0.5216480446927374; 0.48635235732009924; 0.4558139534883721; 0.5186046511627906; 0.5762711864406779; 0.5704697986577181; 0.5626071621025817; 0.35964912280701755; 0.3178294573643411; 0.4742013528859923; 0.4845748683220466; 0.4548022598870056; 0.5209094172363206
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; 6; ipca_diff; svdn; 794; 264; 264; 0.6006051437216339; 0.19969742813918306; 0.19969742813918306; [0.51875    0.55       0.5443038  0.53797468 0.52531646]; 0.42045454545454547; 0.5151515151515151; 0.7874432677760969; 1.0; 1.0; 1.0; 0.4269662921348315; 0.41007194244604317; 0.4210359712230216; 0.4754098360655738; 0.5132743362831859; 0.5149153138369571; 0.7846743295019157; 0.7889060092449923; 0.7874693493476075
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.52439024 0.5        0.48170732 0.5304878  0.51829268]; 0.4835164835164835; 0.5201465201465202; 0.7957540263543191; 0.9914945321992709; 0.9951219512195122; 0.9914634146341463; 0.4758364312267658; 0.48854961832061067; 0.4837114288786152; 0.5201465201465202; 0.5107913669064749; 0.5203210565875658; 0.7956043956043956; 0.7985294117647059; 0.7957661636083005
svm_model_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; 6; ipca_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.921875   0.921875   0.91666667 0.95833333 0.94270833]; 0.809375; 0.821875; 0.89875; 0.9527896995708154; 0.925; 0.9541666666666666; 0.8355795148247979; 0.9393939393939394; 0.8051808406647116; 0.8394366197183099; 0.9085365853658537; 0.8196529080675423; 0.902291917973462; 0.9245982694684796; 0.8984558983246317
ensemble_model_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; 6; ipca_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.89473684 0.92105263 0.89473684 0.86842105 0.90957447]; 0.8449367088607594; 0.8639240506329114; 0.910126582278481; 0.9488752556237219; 0.9789029535864979; 0.9472573839662448; 0.8635097493036211; 0.8857142857142857; 0.8400202634245187; 0.8708708708708709; 0.9235668789808917; 0.8642991627608861; 0.9149700598802395; 0.9478908188585607; 0.909345926225146
ensemble_model_v2_N8_B96_E104_nb_zones_6_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.89583333 0.90972222 0.875      0.92361111 0.91549296]; 0.8577405857740585; 0.8535564853556485; 0.9188963210702341; 0.9624664879356568; 1.0; 0.9610027855153203; 0.8661417322834646; 0.9090909090909091; 0.8570878274268104; 0.8547717842323651; 0.9279279279279279; 0.8584952139639639; 0.9218372280419017; 0.9678510998307953; 0.9194627399980422
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; 8; ipca_diff; svd; 1176; 392; 392; 0.6; 0.2; 0.2; [0.86440678 0.88983051 0.87288136 0.86752137 0.88888889]; 0.8086734693877551; 0.8418367346938775; 0.8903061224489796; 0.9338983050847458; 0.9370748299319728; 0.9336734693877551; 0.8201438848920864; 0.868020304568528; 0.8083691266432383; 0.8442211055276382; 0.9081081081081082; 0.8453584018801411; 0.8922305764411027; 0.9175257731958762; 0.89058106841612
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; 8; ipca_diff; svd; 1110; 370; 370; 0.6; 0.2; 0.2; [0.85585586 0.8963964  0.86486486 0.85585586 0.8963964 ]; 0.9027027027027027; 0.8810810810810811; 0.9059459459459459; 0.9151624548736463; 0.9135135135135135; 0.9153153153153153; 0.9021739130434783; 0.9378531073446328; 0.904159714294078; 0.8854166666666666; 0.8854166666666666; 0.8809105805243446; 0.9064516129032258; 0.9123376623376623; 0.9059528484474489
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 1034; 344; 344; 0.6004645760743321; 0.1997677119628339; 0.1997677119628339; [0.87980769 0.89423077 0.9223301  0.89320388 0.87378641]; 0.8808139534883721; 0.8546511627906976; 0.9117305458768873; 0.9418493803622499; 0.9555125725338491; 0.9410058027079304; 0.889487870619946; 0.9428571428571428; 0.8797125950972104; 0.8611111111111112; 0.9627329192546584; 0.8611478803923566; 0.9146067415730336; 0.9542790152403282; 0.9121222464003711
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; 8; ipca_diff; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.53043478 0.47826087 0.4826087  0.58695652 0.53913043]; 0.5221932114882507; 0.47780678851174935; 0.5302713987473904; 0.5154639175257733; 0.4782608695652174; 0.5504347826086957; 0.47262247838616717; 0.43157894736842106; 0.5214889555494955; 0.45054945054945056; 0.42487046632124353; 0.47822470684483226; 0.4938132733408324; 0.4582463465553236; 0.5302713987473904
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; 8; ipca_diff; svdn; 1170; 390; 390; 0.6; 0.2; 0.2; [0.47435897 0.47435897 0.49145299 0.49145299 0.48290598]; 0.5076923076923077; 0.5333333333333333; 0.8082051282051282; 1.0; 1.0; 1.0; 0.5406698564593301; 0.5485436893203883; 0.5052501055297594; 0.5284974093264249; 0.5368421052631579; 0.5334210526315789; 0.8105369807497467; 0.8154943934760448; 0.8081599934356487
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.53125    0.515625   0.48828125 0.53149606 0.50393701]; 0.508235294117647; 0.4988235294117647; 0.7977422389463782; 0.9937304075235109; 0.9937304075235109; 0.9937304075235109; 0.4939467312348669; 0.4766355140186916; 0.5084599371041325; 0.4792176039119805; 0.5077720207253886; 0.4995756655351081; 0.7950428979980935; 0.7980861244019138; 0.7977479650686721
svm_model_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; 8; ipca_diff; svdne; 1318; 439; 439; 0.6001821493624773; 0.1999089253187614; 0.1999089253187614; [0.87878788 0.87121212 0.85227273 0.88636364 0.89312977]; 0.8473804100227791; 0.8747152619589977; 0.8720400728597449; 0.880180859080633; 0.8861911987860395; 0.8793626707132018; 0.8577494692144374; 0.8977777777777778; 0.8460851505711319; 0.8806941431670282; 0.9227272727272727; 0.8746056454960566; 0.8756086764054891; 0.8958333333333334; 0.8719093406593408
ensemble_model_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; 8; ipca_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.884      0.888      0.89919355 0.89919355 0.9233871 ]; 0.8188405797101449; 0.8381642512077294; 0.9015444015444015; 0.9520865533230294; 0.9903536977491961; 0.95016077170418; 0.8306997742663657; 0.8720379146919431; 0.81779235636075; 0.8487584650112867; 0.8867924528301887; 0.8369605828507379; 0.9064220183486239; 0.9454545454545454; 0.901159599893777
ensemble_model_v2_N8_B96_E104_nb_zones_8_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.90434783 0.86956522 0.85217391 0.89565217 0.85964912]; 0.8900523560209425; 0.8743455497382199; 0.924163179916318; 0.9534292972057579; 0.980836236933798; 0.9520905923344948; 0.8944723618090452; 0.898989898989899; 0.8897123407992974; 0.8723404255319149; 0.8677248677248677; 0.8742769416344546; 0.9258312020460358; 0.9417273673257024; 0.924070834030885
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; 10; ipca_diff; svd; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.87671233 0.91438356 0.86643836 0.86896552 0.87241379]; 0.8826086956521739; 0.9; 0.9015151515151515; 0.9125326370757181; 0.9601648351648352; 0.9079670329670332; 0.8689320388349514; 0.8325581395348837; 0.8795443758898909; 0.902127659574468; 0.8653061224489796; 0.902420503084955; 0.9030654515327258; 0.9175084175084175; 0.9015151515151515
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; 10; ipca_diff; svd; 1464; 488; 488; 0.6; 0.2; 0.2; [0.87414966 0.84353741 0.85616438 0.8390411  0.84246575]; 0.9210526315789473; 0.9298245614035088; 0.930976430976431; 0.9353099730458221; 0.9480874316939891; 0.9344262295081968; 0.9142857142857143; 0.897196261682243; 0.9196725110064108; 0.9327731092436975; 0.9173553719008265; 0.9306403027728432; 0.9310924369747899; 0.9326599326599326; 0.9309764309764309
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.89160839 0.91608392 0.95454545 0.93006993 0.9084507 ]; 0.8016877637130801; 0.7974683544303798; 0.8977272727272727; 0.9633724948168624; 0.9761904761904762; 0.9628851540616247; 0.8192307692307692; 0.8729508196721312; 0.7995188880969352; 0.8048780487804879; 0.8608695652173913; 0.799287241625089; 0.9011793411956079; 0.9326599326599326; 0.8977272727272727
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; 10; ipca_diff; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.45637584 0.53020134 0.52702703 0.50337838 0.47635135]; 0.5358744394618834; 0.5179372197309418; 0.5555555555555556; 0.5345080763582966; 0.49056603773584906; 0.5727762803234501; 0.483790523690773; 0.4511627906976744; 0.5329407027081446; 0.49648711943793916; 0.4588744588744589; 0.520134903855834; 0.5178082191780822; 0.4772727272727273; 0.5555555555555556
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; 10; ipca_diff; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.50641026 0.52564103 0.53525641 0.45806452 0.5516129 ]; 0.5219512195121951; 0.4902439024390244; 0.8295454545454546; 1.0; 1.0; 1.0; 0.4948453608247423; 0.46601941747572817; 0.5222253950123739; 0.47880299251870323; 0.47058823529411764; 0.49014848657909765; 0.8272921108742004; 0.8164983164983165; 0.8295454545454545
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.44326241 0.5035461  0.50714286 0.53928571 0.46071429]; 0.47435897435897434; 0.5277777777777778; 0.7974358974358975; 0.9950035688793719; 0.9928774928774928; 0.9950142450142451; 0.4853556485355649; 0.4793388429752066; 0.4741826958238865; 0.5055928411633109; 0.5044642857142857; 0.5268223067915692; 0.7962166809974204; 0.7928082191780822; 0.7974280003740241
svm_model_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; 10; ipca_diff; svdne; 1542; 514; 514; 0.6; 0.2; 0.2; [0.89032258 0.86363636 0.87987013 0.89285714 0.92207792]; 0.8585131894484412; 0.8273381294964028; 0.8905723905723906; 0.918918918918919; 0.9481193255512321; 0.9163424124513618; 0.8564476885644768; 0.8585365853658536; 0.8585135757017947; 0.8301886792452831; 0.8301886792452831; 0.8272894615738611; 0.8928276999175597; 0.9116161616161617; 0.8905723905723907
ensemble_model_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; 10; ipca_diff; svdne; 1622; 540; 540; 0.6002960769800149; 0.1998519615099926; 0.1998519615099926; [0.87730061 0.89197531 0.90740741 0.89197531 0.88580247]; 0.8620689655172413; 0.8673740053050398; 0.9137205387205387; 0.9358255451713395; 0.9260172626387176; 0.936498150431566; 0.8725490196078431; 0.956989247311828; 0.8633113775826156; 0.8762376237623762; 0.9267015706806283; 0.866576591791927; 0.9151841125362019; 0.930976430976431; 0.9137205387205387
ensemble_model_v2_N8_B96_E104_nb_zones_10_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.91830065 0.89215686 0.90196078 0.90196078 0.90196078]; 0.8486997635933806; 0.851063829787234; 0.9132996632996633; 0.9486011711125569; 0.9529411764705882; 0.9483660130718954; 0.8683127572016461; 0.9254385964912281; 0.8422064777327936; 0.8531468531468531; 0.9384615384615385; 0.8573886639676113; 0.9159869494290375; 0.9452861952861953; 0.9132996632996633
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; 12; ipca_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.87570621 0.90960452 0.86931818 0.87784091 0.90056818]; 0.8660130718954249; 0.8758169934640523; 0.9141414141414141; 0.9297358066329399; 0.937641723356009; 0.9291383219954649; 0.8722741433021807; 0.9210526315789473; 0.8663704716336296; 0.8875739644970413; 0.974025974025974; 0.875170881749829; 0.9163248564397047; 0.9402356902356902; 0.9141414141414143
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; 12; ipca_diff; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.87359551 0.87359551 0.88764045 0.87359551 0.90677966]; 0.8896321070234113; 0.8729096989966555; 0.9284511784511784; 0.9440993788819875; 0.9403824521934758; 0.9443194600674916; 0.8938906752411576; 0.952054794520548; 0.891060076998836; 0.8855421686746989; 0.9607843137254902; 0.8708031157668548; 0.9295774647887324; 0.9444444444444444; 0.9284511784511784
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svd; 8; 96; 104; zones; ipca_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.89444444 0.86944444 0.84722222 0.87709497 0.88826816]; 0.8448275862068966; 0.8586206896551725; 0.9019360269360269; 0.9194520547945204; 0.9342984409799554; 0.9181514476614697; 0.8387096774193549; 0.8540145985401459; 0.8453079528648442; 0.8655737704918034; 0.8627450980392157; 0.8583798482896808; 0.9032793690327937; 0.9158249158249159; 0.901936026936027
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; 12; ipca_diff; svdn; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.52840909 0.57670455 0.51142857 0.54285714 0.49142857]; 0.5466237942122186; 0.5241157556270096; 0.5395622895622896; 0.5070422535211268; 0.47206385404789053; 0.5410490307867731; 0.5284280936454849; 0.4968553459119497; 0.5477697782191328; 0.48251748251748255; 0.45394736842105265; 0.5225711684872558; 0.5067628494138864; 0.4730639730639731; 0.5395622895622896
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; 12; ipca_diff; svdn; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.51396648 0.46368715 0.53351955 0.54213483 0.46629213]; 0.511864406779661; 0.5559322033898305; 0.8842592592592593; 1.0; 1.0; 1.0; 0.4857142857142857; 0.4657534246575342; 0.5114002022616531; 0.5371024734982331; 0.5100671140939598; 0.5564034200606786; 0.8829289059174117; 0.872895622895623; 0.8842592592592593
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svdn; 8; 96; 104; zones; ipca_diff; svdn; 1684; 561; 561; 0.6001425516749822; 0.1999287241625089; 0.1999287241625089; [0.49112426 0.48224852 0.4672619  0.48809524 0.4702381 ]; 0.5491329479768786; 0.476878612716763; 0.8573232323232324; 0.9988109393579072; 0.997624703087886; 0.998812351543943; 0.5593220338983051; 0.5625; 0.5488970588235295; 0.4753623188405797; 0.4823529411764706; 0.47697192513368986; 0.8576228475430492; 0.8594276094276094; 0.8573232323232323
svm_model_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; 12; ipca_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.88983051 0.90909091 0.84375    0.87215909 0.82386364]; 0.8306188925081434; 0.8371335504885994; 0.890993265993266; 0.9146275149537793; 0.9545970488081725; 0.9108967082860385; 0.8404907975460122; 0.9133333333333333; 0.8324628450106157; 0.8502994011976047; 0.9044585987261147; 0.8355626326963906; 0.896358543417367; 0.9427609427609428; 0.890993265993266
ensemble_model_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; 12; ipca_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.88121547 0.87016575 0.87016575 0.88121547 0.875     ]; 0.8556338028169014; 0.8380281690140845; 0.9006734006734006; 0.918889493739793; 0.9336283185840708; 0.9175884955752213; 0.8498168498168498; 0.8656716417910447; 0.8561691542288556; 0.847682119205298; 0.8533333333333334; 0.8371144278606966; 0.9021558872305141; 0.9158249158249159; 0.9006734006734006
ensemble_model_v2_N8_B96_E104_nb_zones_12_ipca_diff_svdne; 8; 96; 104; zones; ipca_diff; svdne; 1716; 572; 572; 0.6; 0.2; 0.2; [0.88662791 0.88953488 0.88081395 0.85964912 0.89766082]; 0.896969696969697; 0.9; 0.9225589225589226; 0.9324090121317157; 0.9405594405594405; 0.9318181818181819; 0.9011627906976745; 0.9337349397590361; 0.8967455186600058; 0.9009009009009008; 0.9146341463414634; 0.9000881575080811; 0.9235880398671096; 0.936026936026936; 0.9225589225589225
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; 4; ipca_diff; svd; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.87962963 0.93518519 0.92592593 0.93518519 0.90566038]; 0.8324022346368715; 0.7932960893854749; 0.8950892857142857; 0.948176583493282; 0.9182156133828996; 0.949814126394052; 0.854368932038835; 0.9361702127659575; 0.8269086357947435; 0.8021390374331552; 0.8620689655172413; 0.7951649175412294; 0.8971553610503281; 0.9111111111111111; 0.8950174389636272
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; 4; ipca_diff; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.79787234 0.85106383 0.85106383 0.89361702 0.89130435]; 0.8653846153846154; 0.9294871794871795; 0.8884615384615384; 0.8851774530271399; 0.905982905982906; 0.8824786324786325; 0.8609271523178809; 0.9701492537313433; 0.8783330538319637; 0.935672514619883; 0.9302325581395349; 0.9294019933554817; 0.8913857677902621; 0.9224806201550387; 0.8887212261080536
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.87931034 0.89473684 0.9122807  0.84210526 0.89473684]; 0.8736842105263158; 0.8157894736842105; 0.9023109243697479; 0.9417808219178082; 0.9615384615384616; 0.9405594405594406; 0.8857142857142858; 0.8942307692307693; 0.8715339892665472; 0.8241206030150753; 0.8541666666666666; 0.8153812056737588; 0.9063444108761328; 0.9259259259259259; 0.9018041646797011
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; 4; ipca_diff; svdn; 642; 214; 214; 0.6; 0.2; 0.2; [0.61538462 0.515625   0.5546875  0.5078125  0.5546875 ]; 0.5093457943925234; 0.5046728971962616; 0.5504672897196262; 0.5645161290322581; 0.5451713395638629; 0.5794392523364486; 0.4723618090452262; 0.47; 0.5069298245614036; 0.49523809523809526; 0.5098039215686274; 0.5049019607843137; 0.532555879494655; 0.5239005736137667; 0.549884473278547
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; 4; ipca_diff; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.47321429 0.45535714 0.48214286 0.43636364 0.59090909]; 0.5027027027027027; 0.5513513513513514; 0.8110151187904968; 1.0; 1.0; 1.0; 0.5106382978723404; 0.5106382978723404; 0.5025718961889174; 0.502994011976048; 0.49411764705882355; 0.5470588235294118; 0.8079034028540066; 0.8052516411378556; 0.8109413856009108
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 700; 233; 233; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.53571429 0.49285714 0.49285714 0.45       0.52142857]; 0.4721030042918455; 0.49356223175965663; 0.7864493996569468; 0.9886685552407932; 0.9971428571428571; 0.9885714285714284; 0.4938271604938272; 0.5309734513274337; 0.4738200589970501; 0.504201680672269; 0.5263157894736842; 0.494250331711632; 0.7902274641954506; 0.8128249566724437; 0.7867180810526905
svm_model_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; 4; ipca_diff; svdne; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.81034483 0.80172414 0.83333333 0.87719298 0.8245614 ]; 0.8638743455497382; 0.8743455497382199; 0.8472803347280334; 0.8466453674121406; 0.9233449477351916; 0.8327526132404182; 0.8761904761904762; 0.9292929292929293; 0.8613855950812471; 0.8681318681318682; 0.8876404494382022; 0.8751927737387091; 0.8565815324165028; 0.9178947368421052; 0.8477207571944413
ensemble_model_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; 4; ipca_diff; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.84090909 0.83076923 0.8        0.87692308 0.86923077]; 0.7972350230414746; 0.880184331797235; 0.8655616942909761; 0.888888888888889; 0.9325153374233128; 0.8834355828220859; 0.7904761904761904; 0.8924731182795699; 0.8091397849462366; 0.8839285714285714; 0.9339622641509434; 0.8813955464898862; 0.8694096601073346; 0.9257142857142857; 0.8674917239623122
ensemble_model_v2_N8_B146_E154_nb_zones_4_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.88793103 0.87719298 0.86842105 0.88596491 0.78947368]; 0.7473684210526316; 0.8473684210526315; 0.8834033613445378; 0.9433333333333334; 0.9895104895104895; 0.9405594405594406; 0.75; 0.6990291262135923; 0.7518134136815088; 0.8263473053892216; 0.7931034482758621; 0.8431536658855039; 0.8842544316996873; 0.8907563025210085; 0.8834033613445378
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; 6; ipca_diff; svd; 802; 267; 267; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.89506173 0.90625    0.93125    0.8875     0.9375    ]; 0.8576779026217228; 0.8277153558052435; 0.8862275449101796; 0.9190476190476191; 0.9625935162094763; 0.915211970074813; 0.8613138686131387; 0.9672131147540983; 0.8663651780667043; 0.8345323741007195; 0.9508196721311475; 0.8374788015828152; 0.8908045977011494; 0.9612403100775194; 0.8887243518549681
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; 6; ipca_diff; svd; 1024; 341; 341; 0.6002344665885111; 0.19988276670574442; 0.19988276670574442; [0.86407767 0.85436893 0.89215686 0.85294118 0.88235294]; 0.8856304985337243; 0.8592375366568915; 0.8827667057444314; 0.8916586768935763; 0.908203125; 0.8896484375; 0.8954423592493297; 0.9709302325581395; 0.8848734003027383; 0.8636363636363635; 0.9743589743589743; 0.8682605682605683; 0.8868778280542987; 0.9333333333333333; 0.8835257890685143
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.91208791 0.87222222 0.89444444 0.83888889 0.91111111]; 0.83; 0.8533333333333334; 0.9067909454061251; 0.9518716577540108; 0.9866962305986696; 0.9501108647450112; 0.8530259365994237; 0.9024390243902439; 0.8225430416068866; 0.858974358974359; 0.9115646258503401; 0.8544751233826865; 0.9121706398996235; 0.9540682414698163; 0.9060881747889622
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; 6; ipca_diff; svdn; 966; 322; 322; 0.6; 0.2; 0.2; [0.40206186 0.5        0.44845361 0.56770833 0.5       ]; 0.5372670807453416; 0.5062111801242236; 0.5614906832298137; 0.6252354048964218; 0.6873706004140787; 0.5879917184265011; 0.5962059620596206; 0.6790123456790124; 0.5363811728395061; 0.552112676056338; 0.6363636363636364; 0.511634199134199; 0.6047032474804032; 0.6758448060075094; 0.5623367063329778
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; 6; ipca_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.52247191 0.58988764 0.52808989 0.5505618  0.6011236 ]; 0.5135135135135135; 0.4560810810810811; 0.791497975708502; 0.9954954954954955; 0.9932584269662922; 0.995505617977528; 0.5231788079470199; 0.5486111111111112; 0.514437134502924; 0.48562300319488816; 0.5205479452054794; 0.4569406392694063; 0.7944111776447106; 0.8122448979591836; 0.7916646176542906
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.52040816 0.55102041 0.50515464 0.53608247 0.44845361]; 0.5092592592592593; 0.5; 0.7983970406905055; 0.9938524590163934; 0.9958932238193019; 0.9938398357289527; 0.5046728971962617; 0.5192307692307693; 0.5096153846153846; 0.5060975609756098; 0.5286624203821656; 0.5008581562988672; 0.7987692307692308; 0.81125; 0.7985690389294404
svm_model_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; 6; ipca_diff; svdne; 722; 240; 240; 0.6006655574043261; 0.19966722129783693; 0.19966722129783693; [0.90410959 0.86805556 0.88194444 0.82638889 0.88888889]; 0.8625; 0.8833333333333333; 0.8818635607321131; 0.8954838709677418; 0.961218836565097; 0.8878116343490305; 0.8607594936708861; 0.8869565217391304; 0.8634782608695653; 0.9041095890410958; 0.9103448275862069; 0.8762250453720508; 0.8911042944785276; 0.9355877616747182; 0.8800141906480304
ensemble_model_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; 6; ipca_diff; svdne; 814; 271; 271; 0.6002949852507374; 0.19985250737463126; 0.19985250737463126; [0.85365854 0.87195122 0.7962963  0.7962963  0.85185185]; 0.8782287822878229; 0.8154981549815498; 0.8672566371681416; 0.8803945745992603; 0.8771498771498771; 0.8808353808353808; 0.8945686900958466; 0.9395973154362416; 0.8714380019804159; 0.8015873015873016; 0.8632478632478633; 0.8212343212343213; 0.8691860465116278; 0.888558692421991; 0.8674125819357393
ensemble_model_v2_N8_B146_E154_nb_zones_6_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.8622449  0.88265306 0.84183673 0.87628866 0.89175258]; 0.84; 0.8153846153846154; 0.8905289052890529; 0.935546875; 0.9815573770491803; 0.9323770491803279; 0.8404907975460123; 0.8954248366013072; 0.8430612555099558; 0.8275862068965518; 0.8520710059171598; 0.8138560157790927; 0.8951707891637222; 0.9382716049382716; 0.8907044299201161
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; 8; ipca_diff; svd; 1236; 412; 412; 0.6; 0.2; 0.2; [0.85080645 0.89112903 0.89112903 0.86178862 0.91056911]; 0.8495145631067961; 0.8810679611650486; 0.8825242718446602; 0.9012810851544838; 0.9676375404530745; 0.8940129449838188; 0.8634361233480177; 0.9116279069767442; 0.8466768976508086; 0.8807785888077858; 0.9141414141414141; 0.8823043519305201; 0.8895985401459853; 0.9456838021338506; 0.8824628923205697
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; 8; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.88235294 0.86554622 0.8697479  0.88655462 0.88559322]; 0.8762626262626263; 0.8131313131313131; 0.8813131313131313; 0.9084967320261438; 0.936026936026936; 0.9057239057239057; 0.8868360277136258; 0.9504950495049505; 0.8747320608349496; 0.8287037037037037; 0.895; 0.8122959183673469; 0.88750598372427; 0.9307228915662651; 0.8810118522871976
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 1312; 437; 437; 0.6001829826166514; 0.19990850869167429; 0.19990850869167429; [0.875      0.86259542 0.8740458  0.86259542 0.88549618]; 0.8741418764302059; 0.8627002288329519; 0.8970722781335773; 0.9188790560471976; 0.9496951219512195; 0.9161585365853658; 0.8822269807280514; 0.9406392694063926; 0.8739893594738386; 0.86784140969163; 0.8914027149321267; 0.86236802413273; 0.901185770750988; 0.9361313868613139; 0.8969647759994643
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; 8; ipca_diff; svdn; 1082; 360; 360; 0.6004439511653719; 0.1997780244173141; 0.1997780244173141; [0.5        0.52314815 0.50462963 0.47222222 0.49074074]; 0.5111111111111111; 0.5027777777777778; 0.5732519422863485; 0.6349206349206349; 0.6654343807763401; 0.6173752310536045; 0.5440414507772022; 0.5737704918032787; 0.5100490877095489; 0.5513784461152882; 0.5913978494623656; 0.49972191323692994; 0.5992704533611255; 0.6318681318681318; 0.5726605233331691
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; 8; ipca_diff; svdn; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.4796748  0.52439024 0.47560976 0.54508197 0.53688525]; 0.5049019607843137; 0.5220588235294118; 0.8055827619980411; 1.0; 1.0; 1.0; 0.495; 0.5129533678756477; 0.5053138932401494; 0.5368171021377671; 0.5113122171945701; 0.52303578774167; 0.806057645334636; 0.8033106134371957; 0.8055961934181052
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.5        0.50420168 0.51260504 0.55042017 0.54237288]; 0.51010101010101; 0.4898989898989899; 0.797979797979798; 0.9966386554621849; 0.9983164983164983; 0.9966329966329965; 0.4947916666666667; 0.48223350253807107; 0.5099609723745632; 0.4739583333333333; 0.47643979057591623; 0.4894394074830801; 0.7957099080694586; 0.7932790224032586; 0.7979421164120502
svm_model_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; 8; ipca_diff; svdne; 1170; 390; 390; 0.6; 0.2; 0.2; [0.80769231 0.85897436 0.87179487 0.84188034 0.88461538]; 0.8923076923076924; 0.8666666666666667; 0.8651282051282051; 0.8704980842911877; 0.9709401709401709; 0.8555555555555556; 0.9009433962264152; 0.9455445544554455; 0.8903254687170844; 0.8645833333333333; 0.9325842696629213; 0.8719525121899512; 0.8755324183625178; 0.9585492227979274; 0.8660766418558165
ensemble_model_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; 8; ipca_diff; svdne; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.84234234 0.85       0.87272727 0.89545455 0.9       ]; 0.8283378746594006; 0.8583106267029973; 0.8932461873638344; 0.9296264118158123; 0.9709618874773139; 0.9264972776769509; 0.8363636363636364; 0.8518518518518519; 0.8276113191843528; 0.8594594594594595; 0.8833333333333333; 0.8587789661319073; 0.8971668415529905; 0.9293478260869565; 0.8931673628251376
ensemble_model_v2_N8_B146_E154_nb_zones_8_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 1096; 365; 365; 0.6002190580503833; 0.19989047097480833; 0.19989047097480833; [0.87272727 0.87727273 0.87727273 0.8440367  0.88990826]; 0.8383561643835616; 0.8465753424657534; 0.8849945235487404; 0.9170305676855895; 0.958029197080292; 0.9133211678832115; 0.8498727735368956; 0.8882978723404256; 0.8368043034018512; 0.8486486486486486; 0.8820224719101124; 0.8474283482545215; 0.889937106918239; 0.9288840262582057; 0.8849463990940152
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; 10; ipca_diff; svd; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.85855263 0.86513158 0.8807947  0.87086093 0.86754967]; 0.8863109048723898; 0.877030162412993; 0.8796296296296297; 0.8839848675914249; 0.9260237780713342; 0.8784676354029062; 0.8857808857808858; 0.95; 0.8905844155844156; 0.8924949290060851; 0.9523809523809523; 0.8711904761904762; 0.8859649122807017; 0.9351851851851852; 0.8796296296296295
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; 10; ipca_diff; svd; 1336; 445; 445; 0.6001796945193172; 0.1999101527403414; 0.1999101527403414; [0.85447761 0.87313433 0.83208955 0.81578947 0.83458647]; 0.8561797752808988; 0.8876404494382022; 0.8827493261455526; 0.8938628158844766; 0.9266467065868264; 0.8899700598802395; 0.8476190476190476; 0.8054298642533937; 0.8558399321266968; 0.8858447488584476; 0.8778280542986425; 0.8875747414350356; 0.8836379848417298; 0.8927927927927928; 0.8827763247118086
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.83860759 0.85759494 0.82484076 0.84076433 0.84394904]; 0.8902743142144638; 0.8728179551122195; 0.8943602693602694; 0.9031055900621119; 0.9237611181702668; 0.9008894536213468; 0.8916256157635468; 0.905; 0.8903109452736319; 0.8782816229116945; 0.9154228855721394; 0.8727114427860696; 0.8969199178644764; 0.9191919191919192; 0.8943602693602694
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; 10; ipca_diff; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.50671141 0.47986577 0.47986577 0.46308725 0.50675676]; 0.5427927927927928; 0.5337837837837838; 0.5824915824915825; 0.624031007751938; 0.6491935483870968; 0.6088709677419355; 0.5518763796909493; 0.573394495412844; 0.5433344158480149; 0.5642105263157895; 0.5929203539823009; 0.5326987091012423; 0.5993537964458804; 0.6245791245791246; 0.5824915824915825
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; 10; ipca_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.51388889 0.46527778 0.52083333 0.48611111 0.52097902]; 0.4946695095948827; 0.48187633262260127; 0.797979797979798; 1.0; 1.0; 1.0; 0.48812095032397407; 0.5067264573991032; 0.4952331473987385; 0.5335892514395394; 0.5650406504065041; 0.4775875897772431; 0.8018166804293971; 0.8173400673400674; 0.797979797979798
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.53448276 0.50344828 0.55172414 0.54137931 0.55902778]; 0.5043103448275862; 0.4849137931034483; 0.7971380471380471; 0.9910406616126809; 0.9930939226519337; 0.9910220994475138; 0.528688524590164; 0.5397489539748954; 0.5032078103207811; 0.47702407002188185; 0.48444444444444446; 0.4849000464900047; 0.7988313856427379; 0.8055555555555556; 0.7971380471380471
svm_model_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; 10; ipca_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.88194444 0.85763889 0.88541667 0.88888889 0.92361111]; 0.8333333333333334; 0.8547008547008547; 0.8775252525252525; 0.9055374592833877; 0.9652777777777778; 0.8993055555555555; 0.8427419354838711; 0.842741935483871; 0.8327346041055719; 0.8488888888888889; 0.8681818181818182; 0.8554618768328446; 0.8827085852478839; 0.9217171717171717; 0.8775252525252525
ensemble_model_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; 10; ipca_diff; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.86       0.87666667 0.85333333 0.88255034 0.88590604]; 0.8636363636363636; 0.8636363636363636; 0.8863636363636364; 0.9024707412223667; 0.9278074866310161; 0.8997326203208555; 0.8770491803278688; 0.963963963963964; 0.8627159269361103; 0.8765432098765432; 0.9770642201834863; 0.8646582362178692; 0.892515923566879; 0.9436026936026936; 0.8863636363636365
ensemble_model_v2_N8_B146_E154_nb_zones_10_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.87908497 0.89802632 0.84868421 0.90460526 0.83881579]; 0.8571428571428571; 0.8524590163934426; 0.8956228956228957; 0.9219143576826196; 0.961892247043364; 0.9185282522996058; 0.8653421633554084; 0.9158878504672897; 0.8570049580974946; 0.8590604026845639; 0.9014084507042254; 0.8525733842306173; 0.9003215434083601; 0.9427609427609428; 0.8956228956228957
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; 12; ipca_diff; svd; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.84636872 0.82960894 0.89106145 0.82402235 0.85195531]; 0.89419795221843; 0.863481228668942; 0.8699494949494949; 0.8732694355697551; 0.9162011173184358; 0.8670391061452514; 0.9051987767584099; 0.9736842105263158; 0.8910974244120942; 0.8709677419354839; 0.9574468085106383; 0.8668812989921613; 0.8771371769383698; 0.9284511784511784; 0.8699494949494949
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; 12; ipca_diff; svd; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.85294118 0.87433155 0.86898396 0.88770053 0.84677419]; 0.8464566929133859; 0.8070866141732284; 0.8686868686868687; 0.8844169246646029; 0.917558886509636; 0.8800856531049251; 0.8550185873605947; 0.8984375; 0.8460441468253969; 0.8016194331983806; 0.7857142857142857; 0.8069196428571428; 0.8728606356968215; 0.9015151515151515; 0.8686868686868687
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svd; 8; 146; 154; zones; ipca_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.81666667 0.84444444 0.80555556 0.82681564 0.86312849]; 0.9; 0.8931034482758621; 0.8922558922558923; 0.8965153115100316; 0.9454342984409799; 0.89086859688196; 0.9118541033434651; 0.9933774834437086; 0.8959693172614227; 0.8983606557377048; 0.9856115107913669; 0.8967792653294583; 0.8987341772151899; 0.9562289562289562; 0.8922558922558923
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; 12; ipca_diff; svdn; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.49709302 0.54360465 0.51461988 0.51461988 0.56432749]; 0.44410876132930516; 0.44410876132930516; 0.5105218855218855; 0.5994962216624686; 0.6942823803967327; 0.5361726954492415; 0.5233160621761658; 0.5804597701149425; 0.4367267003440955; 0.5257731958762887; 0.6496815286624203; 0.45415110915879636; 0.5784704603117072; 0.6717171717171717; 0.5105218855218856
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; 12; ipca_diff; svdn; 1758; 586; 586; 0.6; 0.2; 0.2; [0.5        0.47727273 0.49715909 0.55397727 0.48285714]; 0.4854368932038835; 0.49514563106796117; 0.8674242424242424; 1.0; 1.0; 1.0; 0.4952380952380952; 0.4875; 0.48536073825503356; 0.47297297297297297; 0.4697986577181208; 0.4942743288590604; 0.8670325031658929; 0.8644781144781145; 0.8674242424242424
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svdn; 8; 146; 154; zones; ipca_diff; svdn; 1680; 560; 560; 0.6; 0.2; 0.2; [0.50892857 0.50297619 0.49702381 0.5297619  0.47619048]; 0.47413793103448276; 0.46839080459770116; 0.8417508417508418; 0.9952267303102627; 0.9928571428571429; 0.9952380952380953; 0.48450704225352115; 0.48314606741573035; 0.47392597488433574; 0.48467966573816157; 0.5117647058823529; 0.46936549900859215; 0.8426778242677824; 0.8476430976430976; 0.8417508417508418
svm_model_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; 12; ipca_diff; svdne; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.85082873 0.84254144 0.84530387 0.88950276 0.87569061]; 0.8904593639575972; 0.8374558303886925; 0.8611111111111112; 0.8662083553675305; 0.9049723756906077; 0.8602209944751381; 0.905775075987842; 0.9612903225806452; 0.8829889112903226; 0.8413793103448276; 0.953125; 0.847530241935484; 0.8685258964143426; 0.9175084175084175; 0.861111111111111
ensemble_model_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; 12; ipca_diff; svdne; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.89244186 0.84883721 0.88372093 0.86627907 0.81686047]; 0.8658536585365854; 0.8628048780487805; 0.8834175084175084; 0.8962472406181016; 0.9441860465116279; 0.8906976744186046; 0.8764044943820225; 0.9285714285714286; 0.8642857142857143; 0.8717948717948719; 0.95625; 0.8650297619047619; 0.890035728463676; 0.9436026936026936; 0.8834175084175083
ensemble_model_v2_N8_B146_E154_nb_zones_12_ipca_diff_svdne; 8; 146; 154; zones; ipca_diff; svdne; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.85428571 0.88       0.87643678 0.85632184 0.8591954 ]; 0.9050632911392406; 0.8386075949367089; 0.9031986531986532; 0.9168062534896706; 0.9415137614678899; 0.9145642201834862; 0.9096385542168675; 0.9617834394904459; 0.9054200216320154; 0.859504132231405; 0.9811320754716981; 0.8376997956976325; 0.9074818986323412; 0.9494949494949495; 0.9031986531986532
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; 4; ipca_diff; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.5 0.5 0.5 0.5 0.5]; 0.551219512195122; 0.4195121951219512; 0.49415204678362573; 0.6666666666666666; 1.0; 0.5; 0.7106918238993711; 1.0; 0.5; 0.5910652920962199; 1.0; 0.5; 0.6614481409001957; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; 4; ipca_diff; svd; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.5 0.5 0.5 0.5 0.5]; 0.45549738219895286; 0.4816753926701571; 0.4874476987447699; 0.6666666666666666; 1.0; 0.5; 0.6258992805755396; 1.0; 0.5; 0.6501766784452296; 1.0; 0.5; 0.6554149085794655; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 570; 190; 190; 0.6; 0.2; 0.2; [0.46491228 0.54385965 0.47368421 0.57894737 0.45614035]; 0.5368421052631579; 0.48947368421052634; 0.6505263157894737; 0.7949790794979079; 1.0; 0.7421052631578947; 0.6363636363636364; 0.8105263157894737; 0.5368421052631579; 0.6072874493927125; 0.7894736842105263; 0.48947368421052634; 0.7247097844112769; 0.92; 0.6505263157894737
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; 4; ipca_diff; svdn; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.525      0.46610169 0.47457627 0.48305085 0.53389831]; 0.4365482233502538; 0.5025380710659898; 0.49391480730223125; 0.5722713864306784; 0.6554054054054054; 0.5101351351351351; 0.47393364928909953; 0.5617977528089888; 0.4475655430711611; 0.5462962962962963; 0.6082474226804123; 0.5041237113402062; 0.5484162895927601; 0.6286307053941909; 0.496855035236778
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; 4; ipca_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.48484848 0.48484848 0.51515152 0.41666667 0.54545455]; 0.44545454545454544; 0.4863636363636364; 0.7863636363636364; 1.0; 1.0; 1.0; 0.4873949579831933; 0.5321100917431193; 0.4462352260517398; 0.4694835680751174; 0.4716981132075472; 0.48584905660377364; 0.7884788478847885; 0.8036697247706422; 0.7865195470700059
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.43283582 0.50746269 0.47761194 0.47014925 0.47014925]; 0.5336322869955157; 0.4798206278026906; 0.8010752688172043; 0.9970149253731343; 0.9970149253731343; 0.9970149253731342; 0.5357142857142857; 0.5555555555555556; 0.5342995169082125; 0.4956521739130435; 0.5327102803738317; 0.4818723815662262; 0.802491103202847; 0.82; 0.8013427561837455
svm_model_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; 4; ipca_diff; svdne; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.45689655 0.43965517 0.44736842 0.45614035 0.47368421]; 0.4712041884816754; 0.46596858638743455; 0.49267782426778245; 0.2694300518134715; 0.18118466898954705; 0.5087108013937283; 0.24060150375939846; 0.16326530612244897; 0.47948211542681585; 0.3289473684210526; 0.24752475247524752; 0.47931793179317933; 0.27719821162444114; 0.19135802469135801; 0.49780667192014705
ensemble_model_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; 4; ipca_diff; svdne; 642; 214; 214; 0.6; 0.2; 0.2; [0.53076923 0.5859375  0.6484375  0.5625     0.6328125 ]; 0.514018691588785; 0.5420560747663551; 0.8074766355140187; 0.9937888198757764; 0.9968847352024922; 0.9937694704049844; 0.509433962264151; 0.5; 0.5141509433962265; 0.5333333333333333; 0.56; 0.5431578947368422; 0.8067542213883678; 0.8128544423440454; 0.8075362784733165
ensemble_model_v2_N8_B192_E200_nb_zones_4_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 666; 222; 222; 0.6; 0.2; 0.2; [0.61940299 0.57462687 0.68656716 0.53787879 0.56060606]; 0.509009009009009; 0.49099099099099097; 0.7774774774774775; 0.9620637329286797; 0.9519519519519519; 0.9624624624624626; 0.5198237885462554; 0.4609375; 0.5177027925531915; 0.4694835680751174; 0.42735042735042733; 0.49462759462759465; 0.7752502274795269; 0.7370242214532872; 0.7792263964409293
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svd; 8; 192; 200; 6; ipca_diff; svd; 806; 268; 268; 0.6005961251862891; 0.19970193740685543; 0.19970193740685543; [0.5 0.5 0.5 0.5 0.5]; 0.48880597014925375; 0.4962686567164179; 0.4970193740685544; 0.6666666666666666; 1.0; 0.5; 0.6566416040100251; 1.0; 0.5; 0.6633416458852868; 1.0; 0.5; 0.6640119462419114; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svd; 8; 192; 200; 6; ipca_diff; svd; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.5 0.5 0.5 0.5 0.5]; 0.5622775800711743; 0.501779359430605; 0.5128022759601707; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_6_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.53608247 0.5257732  0.52061856 0.59278351 0.55670103]; 0.4674922600619195; 0.49226006191950467; 0.6621287128712872; 0.7236842105263158; 0.5670103092783505; 0.7835051546391752; 0.328125; 0.2641509433962264; 0.46439254486884485; 0.39259259259259255; 0.3271604938271605; 0.49277279349743125; 0.5754276827371695; 0.45905707196029777; 0.6616273014122477
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; 6; ipca_diff; svdn; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.53846154 0.55       0.52222222 0.46111111 0.54444444]; 0.48; 0.49; 0.6657789613848203; 0.7843575418994414; 0.7782705099778271; 0.7860310421286031; 0.48684210526315785; 0.4805194805194805; 0.4799857676570005; 0.4631578947368421; 0.4748201438848921; 0.4889628669735019; 0.6617250673854448; 0.6599462365591398; 0.6657250971713904
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; 6; ipca_diff; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.47282609 0.4673913  0.5        0.47282609 0.52747253]; 0.5065359477124183; 0.5065359477124183; 0.8026143790849674; 1.0; 1.0; 1.0; 0.48464163822525597; 0.4551282051282051; 0.5075641025641026; 0.529595015576324; 0.5345911949685535; 0.5053908355795148; 0.8028720626631854; 0.7945736434108527; 0.8027101021287067
ensemble_model_v2_N8_B192_E200_nb_zones_6_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 888; 296; 296; 0.6; 0.2; 0.2; [0.50561798 0.50561798 0.46629213 0.53370787 0.53977273]; 0.47635135135135137; 0.47297297297297297; 0.7858108108108108; 0.9932126696832579; 0.9887387387387387; 0.9932432432432433; 0.46735395189003437; 0.43312101910828027; 0.47915043761169407; 0.4693877551020409; 0.46308724832214765; 0.4730402228005296; 0.7842069434989788; 0.768; 0.7860547945205479
svm_model_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; 6; ipca_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.60215054 0.55376344 0.58695652 0.63586957 0.58152174]; 0.538961038961039; 0.512987012987013; 0.6168831168831169; 0.7167300380228135; 0.816017316017316; 0.6774891774891775; 0.5562500000000001; 0.5894039735099338; 0.5399249166912726; 0.5341614906832297; 0.5408805031446541; 0.5120509898273606; 0.6517119244391972; 0.7150259067357513; 0.6166275367012091
ensemble_model_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; 6; ipca_diff; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.57142857 0.54444444 0.58888889 0.45555556 0.55555556]; 0.5366666666666666; 0.57; 0.8215712383488681; 1.0; 1.0; 1.0; 0.5017921146953405; 0.4827586206896552; 0.5349276974416018; 0.568561872909699; 0.5246913580246914; 0.5739398819108964; 0.8189189189189188; 0.7994722955145118; 0.8217791585099441
ensemble_model_v2_N8_B192_E200_nb_zones_6_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 834; 278; 278; 0.6; 0.2; 0.2; [0.54761905 0.4702381  0.53614458 0.53614458 0.5060241 ]; 0.5611510791366906; 0.5575539568345323; 0.8165467625899281; 0.988009592326139; 0.988009592326139; 0.9880095923261392; 0.5642857142857143; 0.5602836879432624; 0.5611637417818501; 0.5591397849462366; 0.5571428571428572; 0.5575569358178054; 0.8169418521177314; 0.8151862464183381; 0.8165526607814234
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svd; 8; 192; 200; 8; ipca_diff; svd; 1296; 432; 432; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.48842592592592593; 0.5277777777777778; 0.5032407407407408; 0.6666666666666666; 1.0; 0.5; 0.6562986003110419; 1.0; 0.5; 0.6909090909090909; 1.0; 0.5; 0.6695411148752696; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svd; 8; 192; 200; 8; ipca_diff; svd; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.5 0.5 0.5 0.5 0.5]; 0.5204819277108433; 0.5060240963855421; 0.5052986512524085; 0.6666666666666666; 1.0; 0.5; 0.6846275752773375; 1.0; 0.5; 0.6719999999999999; 1.0; 0.5; 0.67136; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_8_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 1224; 408; 408; 0.6; 0.2; 0.2; [0.48373984 0.58130081 0.54098361 0.51639344 0.51639344]; 0.5245098039215687; 0.5343137254901961; 0.671078431372549; 0.8100595632031766; 1.0; 0.7655228758169934; 0.5958333333333333; 0.7258883248730964; 0.5311906079341786; 0.6259842519685038; 0.7293577981651376; 0.5199420569773057; 0.7314925970388155; 0.8899707887049659; 0.6695658484492253
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; 8; ipca_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.48275862 0.48275862 0.52608696 0.5173913  0.52173913]; 0.5104166666666666; 0.4895833333333333; 0.7986472424557752; 0.997398091934085; 0.9965337954939342; 0.9974003466204506; 0.5026455026455027; 0.5; 0.5103092783505154; 0.47593582887700536; 0.4362745098039216; 0.4931372549019608; 0.7968503937007875; 0.7816683831101957; 0.7988257793574113
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; 8; ipca_diff; svdn; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.47345133 0.50442478 0.54464286 0.46875    0.52678571]; 0.5401069518716578; 0.5106951871657754; 0.8103632478632479; 1.0; 1.0; 1.0; 0.558974358974359; 0.545; 0.5397413793103448; 0.45373134328358217; 0.4634146341463415; 0.5055168408826946; 0.8080043266630612; 0.806695464362851; 0.810324476367472
ensemble_model_v2_N8_B192_E200_nb_zones_8_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.54700855 0.46551724 0.55172414 0.49568966 0.42241379]; 0.5193798449612403; 0.4909560723514212; 0.7980371900826446; 0.993127147766323; 0.9948364888123924; 0.9931153184165233; 0.5105263157894737; 0.521505376344086; 0.5194591558337345; 0.48563968668407315; 0.458128078817734; 0.49265099593060613; 0.7970939283860923; 0.7917525773195876; 0.798050201703272
svm_model_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; 8; ipca_diff; svdne; 1274; 424; 424; 0.6003770028275212; 0.1998114985862394; 0.1998114985862394; [0.58203125 0.515625   0.5984252  0.55905512 0.54330709]; 0.5849056603773585; 0.5518867924528302; 0.5937794533459001; 0.616692426584235; 0.6263736263736264; 0.6106750392464678; 0.6302521008403362; 0.7142857142857143; 0.5861148197596797; 0.5905172413793103; 0.6431924882629108; 0.5514540640366686; 0.6141450313339303; 0.6471698113207547; 0.5938297267526561
ensemble_model_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; 8; ipca_diff; svdne; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.56504065 0.54471545 0.57317073 0.60655738 0.54508197]; 0.5637254901960784; 0.5367647058823529; 0.8202742409402547; 1.0; 1.0; 1.0; 0.5761904761904761; 0.6019900497512438; 0.5642800490302113; 0.5190839694656489; 0.5151515151515151; 0.5361471861471861; 0.8200098087297696; 0.8260869565217391; 0.8203250316589279
ensemble_model_v2_N8_B192_E200_nb_zones_8_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.61157025 0.62809917 0.525      0.59583333 0.52083333]; 0.5586034912718204; 0.5660847880299252; 0.8110667996011964; 0.9769357495881383; 0.9850498338870431; 0.9767441860465115; 0.5229110512129379; 0.5271739130434783; 0.5562136846323382; 0.5915492957746479; 0.5727272727272728; 0.5653691612255148; 0.8115365489806066; 0.8111332007952287; 0.8110666003976142
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svd; 8; 192; 200; 10; ipca_diff; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.5 0.5 0.5 0.5 0.5]; 0.4759825327510917; 0.5240174672489083; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6449704142011834; 1.0; 0.5; 0.6876790830945559; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_10_ipca_diff_svd; 8; 192; 200; 10; ipca_diff; svd; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.5 0.5 0.5 0.5 0.5]; 0.5397196261682243; 0.4602803738317757; 0.5; 0.6666666666666666; 1.0; 0.5; 0.7010622154779971; 1.0; 0.5; 0.6304; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_10_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 1602; 534; 534; 0.6; 0.2; 0.2; [0.54347826 0.525      0.553125   0.571875   0.51875   ]; 0.5038759689922481; 0.5090439276485789; 0.688973063973064; 0.8177641653905053; 1.0; 0.7771535580524345; 0.6049382716049383; 0.7736842105263158; 0.5086695164306705; 0.6058091286307054; 0.7411167512690355; 0.5047689019503072; 0.747523061154766; 0.9208754208754208; 0.688973063973064
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; 10; ipca_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.48639456 0.53401361 0.58219178 0.54452055 0.5239726 ]; 0.4868421052631579; 0.5394736842105263; 0.5294612794612794; 0.4734375; 0.4139344262295082; 0.5396174863387978; 0.4030612244897959; 0.34051724137931033; 0.48945504926108374; 0.4776119402985074; 0.42857142857142855; 0.5375615763546798; 0.4609450337512054; 0.40235690235690236; 0.5294612794612794
ensemble_model_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; 10; ipca_diff; svdn; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.53289474 0.47697368 0.55592105 0.49013158 0.52960526]; 0.4883177570093458; 0.4976635514018692; 0.8173400673400674; 1.0; 1.0; 1.0; 0.47228915662650606; 0.4537037037037037; 0.48864430468204056; 0.4964871194379391; 0.5; 0.49768518518518523; 0.8162574089754445; 0.8114478114478114; 0.8173400673400673
ensemble_model_v2_N8_B192_E200_nb_zones_10_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.5        0.50324675 0.51960784 0.52287582 0.50980392]; 0.5273159144893111; 0.5368171021377672; 0.8308080808080808; 0.9947780678851176; 0.9934810951760105; 0.9947848761408083; 0.4884318766066838; 0.45454545454545453; 0.5268010291595198; 0.5323741007194246; 0.5235849056603774; 0.5369120700550691; 0.8280581693755347; 0.8148148148148148; 0.8308080808080809
svm_model_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; 10; ipca_diff; svdne; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.51006711 0.58389262 0.54697987 0.53716216 0.51351351]; 0.5348314606741573; 0.5303370786516854; 0.5606060606060606; 0.5674931129476584; 0.5545087483176312; 0.5773889636608345; 0.4938875305623472; 0.4469026548672566; 0.5362367155614822; 0.5173210161662817; 0.5114155251141552; 0.5300440457429183; 0.5448997384481256; 0.5260942760942761; 0.5606060606060606
ensemble_model_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; 10; ipca_diff; svdne; 1388; 462; 462; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.5971223  0.55395683 0.56834532 0.52517986 0.58695652]; 0.5562770562770563; 0.5541125541125541; 0.8222318339100346; 1.0; 1.0; 1.0; 0.5012165450121655; 0.4724770642201835; 0.551812302601895; 0.5118483412322276; 0.4426229508196721; 0.5607610166942397; 0.8149482215218371; 0.782871972318339; 0.8222318339100345
ensemble_model_v2_N8_B192_E200_nb_zones_10_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.57792208 0.5487013  0.59090909 0.50649351 0.59477124]; 0.5178997613365155; 0.5751789976133651; 0.8257575757575758; 0.9780077619663649; 0.9830949284785435; 0.977893368010403; 0.5049019607843138; 0.47685185185185186; 0.5192141032658274; 0.5594059405940593; 0.5566502463054187; 0.5746214194490056; 0.8244274809160306; 0.8181818181818182; 0.8257575757575759
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svd; 8; 192; 200; 12; ipca_diff; svd; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.5 0.5 0.5 0.5 0.5]; 0.5377906976744186; 0.4622093023255814; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6994328922495274; 1.0; 0.5; 0.6322067594433399; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N8_B192_E200_nb_zones_12_ipca_diff_svd; 8; 192; 200; 12; ipca_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.47249190938511326; 0.5275080906148867; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6417582417582418; 1.0; 0.5; 0.6906779661016949; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N8_B192_E200_nb_zones_12_ipca_diff_svd; 8; 192; 200; zones; ipca_diff; svd; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.51142857 0.50285714 0.52       0.54285714 0.55714286]; 0.5335463258785943; 0.5047923322683706; 0.7007575757575758; 0.6940298507462687; 0.5314285714285715; 0.7657142857142858; 0.3865546218487395; 0.2967741935483871; 0.5312984891792568; 0.33476394849785407; 0.2468354430379747; 0.5072886892609227; 0.6073992269464384; 0.46296296296296297; 0.7007575757575758
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; 12; ipca_diff; svdn; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.48918919 0.55675676 0.53804348 0.5298913  0.51630435]; 0.4699248120300752; 0.48872180451127817; 0.5265151515151515; 0.5522703273495249; 0.5672451193058569; 0.5401301518438179; 0.5052631578947367; 0.4931506849315068; 0.46740867579908674; 0.5036496350364963; 0.575; 0.49640410958904113; 0.5413779046066042; 0.5589225589225589; 0.5265151515151515
ensemble_model_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; 12; ipca_diff; svdn; 1818; 606; 606; 0.6; 0.2; 0.2; [0.44505495 0.53571429 0.49450549 0.49725275 0.51381215]; 0.5376344086021505; 0.5340501792114696; 0.890993265993266; 1.0; 1.0; 1.0; 0.5597269624573379; 0.5578231292517006; 0.5364873222016079; 0.5289855072463768; 0.553030303030303; 0.5350185528756957; 0.8914956011730205; 0.8956228956228957; 0.890993265993266
ensemble_model_v2_N8_B192_E200_nb_zones_12_ipca_diff_svdn; 8; 192; 200; zones; ipca_diff; svdn; 1758; 586; 586; 0.6; 0.2; 0.2; [0.52840909 0.55113636 0.50852273 0.50284091 0.53714286]; 0.5275080906148867; 0.511326860841424; 0.8699494949494949; 0.9931584948688711; 0.9908987485779295; 0.9931740614334471; 0.5437499999999998; 0.58; 0.5289937106918239; 0.5175718849840256; 0.5094339622641509; 0.5113836477987421; 0.870548806032677; 0.8745791245791246; 0.8699494949494949
svm_model_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; 12; ipca_diff; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.54285714 0.55142857 0.57428571 0.55142857 0.52873563]; 0.5063694267515924; 0.5477707006369427; 0.5669191919191919; 0.5793103448275861; 0.5766590389016019; 0.5812356979405033; 0.5079365079365079; 0.5298013245033113; 0.5072319505952139; 0.5696969696969697; 0.5766871165644172; 0.5466217039775728; 0.5685534591194968; 0.5707070707070707; 0.5669191919191919
ensemble_model_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; 12; ipca_diff; svdne; 1854; 618; 618; 0.6; 0.2; 0.2; [0.5672043  0.55107527 0.52972973 0.57027027 0.57567568]; 0.5632183908045977; 0.5134099616858238; 0.8985690235690236; 1.0; 1.0; 1.0; 0.5128205128205129; 0.47244094488188976; 0.5608473381125867; 0.4549356223175965; 0.39552238805970147; 0.5166588318251263; 0.8961654459284791; 0.8754208754208754; 0.8985690235690236
ensemble_model_v2_N8_B192_E200_nb_zones_12_ipca_diff_svdne; 8; 192; 200; zones; ipca_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.51902174 0.55978261 0.56521739 0.54347826 0.56830601]; 0.5650557620817844; 0.5390334572490706; 0.882996632996633; 0.9799457994579946; 0.9836779107725789; 0.9798694232861805; 0.5301204819277108; 0.5038167938931297; 0.5635025998451156; 0.5118110236220473; 0.47101449275362317; 0.5408507578271933; 0.8816013628620102; 0.8712121212121212; 0.8829966329966329
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; 4; svd_reconstruct; svd; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.68333333 0.72881356 0.71186441 0.75423729 0.75423729]; 0.7360406091370558; 0.7309644670050761; 0.8935091277890467; 1.0; 1.0; 1.0; 0.7758620689655172; 0.9; 0.7335051546391752; 0.774468085106383; 0.8921568627450981; 0.7250257997936016; 0.9008498583569405; 0.9578313253012049; 0.8928500888801106
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; 4; svd_reconstruct; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.91666667 0.89393939 0.90151515 0.87878788 0.92424242]; 0.7454545454545455; 0.7909090909090909; 0.9009090909090909; 0.9892802450229708; 0.9787878787878788; 0.9893939393939394; 0.7666666666666667; 0.9387755102040817; 0.7644697223151556; 0.8244274809160305; 0.9557522123893806; 0.7862873211479614; 0.9056277056277057; 0.966728280961183; 0.9019687916433822
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 618; 206; 206; 0.6; 0.2; 0.2; [0.91129032 0.89516129 0.86290323 0.90322581 0.92622951]; 0.7475728155339806; 0.8106796116504854; 0.903883495145631; 0.9870129870129871; 0.9838187702265372; 0.9870550161812297; 0.7719298245614035; 0.9072164948453608; 0.756360541000662; 0.8470588235294119; 0.9310344827586207; 0.793295019157088; 0.9099181073703367; 0.9578544061302682; 0.9031398014903311
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; 4; svd_reconstruct; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.78947368 0.87719298 0.85087719 0.85714286 0.86607143]; 0.8351063829787234; 0.7872340425531915; 0.851380042462845; 0.8836424957841486; 0.9257950530035336; 0.8780918727915195; 0.8426395939086294; 0.8924731182795699; 0.8357102433503113; 0.8214285714285715; 0.8679245283018868; 0.7754256787850897; 0.8619329388560157; 0.9066390041493776; 0.8500586325094713
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; 4; svd_reconstruct; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.75       0.7704918  0.80327869 0.75409836 0.77868852]; 0.8235294117647058; 0.8284313725490197; 0.8401960784313726; 0.8562500000000001; 0.8954248366013072; 0.8496732026143791; 0.8181818181818182; 0.7714285714285715; 0.8251082251082251; 0.8167539267015707; 0.7572815533980582; 0.8291358262039797; 0.8415937803692907; 0.8424124513618677; 0.8401785576967442
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 534; 178; 178; 0.6; 0.2; 0.2; [0.90740741 0.89814815 0.85849057 0.87735849 0.83962264]; 0.7865168539325843; 0.8146067415730337; 0.8719101123595505; 0.9196261682242992; 0.9213483146067416; 0.9194756554307116; 0.7956989247311828; 0.891566265060241; 0.793151553582752; 0.8047337278106509; 0.8; 0.8139784946236559; 0.8719101123595505; 0.8919540229885058; 0.8723506378678794
svm_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; 4; svd_reconstruct; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.87096774 0.91129032 0.86065574 0.83606557 0.89344262]; 0.8137254901960784; 0.8333333333333334; 0.8561643835616438; 0.8726655348047538; 0.8371335504885994; 0.8778501628664495; 0.8190476190476191; 0.7747747747747747; 0.8174949142691078; 0.8333333333333334; 0.7870370370370371; 0.8362268518518519; 0.8534396809571285; 0.8136882129277566; 0.8574489451735557
ensemble_model_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; 4; svd_reconstruct; svdne; 516; 172; 172; 0.6; 0.2; 0.2; [0.83653846 0.88461538 0.90384615 0.8627451  0.8627451 ]; 0.8372093023255814; 0.8197674418604651; 0.8895348837209303; 0.9299610894941635; 0.9263565891472868; 0.9302325581395348; 0.8494623655913979; 0.9186046511627907; 0.8372093023255813; 0.824858757062147; 0.948051948051948; 0.8319207108680793; 0.8916761687571265; 0.9287410926365796; 0.8903386556576977
ensemble_model_v2_N8_B0_E8_nb_zones_4_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 600; 200; 200; 0.6; 0.2; 0.2; [0.86666667 0.90833333 0.875      0.93333333 0.875     ]; 0.79; 0.815; 0.904; 0.9718076285240465; 0.9766666666666667; 0.9716666666666666; 0.80188679245283; 0.8415841584158416; 0.7894789478947893; 0.8310502283105023; 0.8921568627450981; 0.8134253701480592; 0.90715667311412; 0.9324055666003976; 0.9038285378273618
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; 6; svd_reconstruct; svd; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.73837209 0.75581395 0.70588235 0.7        0.72352941]; 0.7816901408450704; 0.75; 0.9015471167369902; 0.9917355371900827; 0.9836065573770492; 0.9918032786885246; 0.8050314465408805; 0.927536231884058; 0.7856859241612071; 0.7905604719764011; 0.881578947368421; 0.7400318979266347; 0.9069148936170213; 0.9511854951185496; 0.9011246624528918
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; 6; svd_reconstruct; svd; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.85204082 0.87244898 0.84536082 0.81958763 0.84020619]; 0.8179012345679012; 0.7839506172839507; 0.9204685573366215; 1.0; 1.0; 1.0; 0.8289855072463769; 0.7944444444444444; 0.8208333333333333; 0.7756410256410255; 0.7658227848101266; 0.7835138020436174; 0.9209074187614961; 0.9103030303030303; 0.9206471236835101
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.84482759 0.8255814  0.8255814  0.8372093  0.81976744]; 0.8362369337979094; 0.794425087108014; 0.9066852367688022; 0.9674418604651163; 0.9651972157772621; 0.9675174013921113; 0.8438538205980067; 0.9202898550724637; 0.8393395584087151; 0.8078175895765473; 0.8732394366197183; 0.7952404079650316; 0.9087193460490464; 0.9381153305203939; 0.9069886997429556
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; 6; svd_reconstruct; svdn; 942; 314; 314; 0.6; 0.2; 0.2; [0.75789474 0.82978723 0.80851064 0.69680851 0.80851064]; 0.8694267515923567; 0.8471337579617835; 0.8363057324840765; 0.8323353293413174; 0.8853503184713376; 0.821656050955414; 0.8571428571428571; 0.82; 0.8673170731707317; 0.8378378378378378; 0.8378378378378378; 0.8466297622924128; 0.8378548895899054; 0.8634590377113134; 0.8368481206034719
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; 6; svd_reconstruct; svdn; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.84883721 0.81976744 0.81764706 0.82941176 0.81764706]; 0.8556338028169014; 0.778169014084507; 0.8459915611814346; 0.8715083798882682; 0.9133489461358314; 0.8653395784543326; 0.851985559566787; 0.855072463768116; 0.8556184236648798; 0.7675276752767527; 0.7482014388489209; 0.7775489952865295; 0.8482328482328482; 0.8693181818181818; 0.846218979488478
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.88372093 0.9127907  0.88372093 0.88372093 0.86470588]; 0.7762237762237763; 0.8111888111888111; 0.8615384615384616; 0.9095022624434389; 0.9370629370629371; 0.9067599067599067; 0.7837837837837838; 0.8; 0.775886524822695; 0.8111888111888111; 0.8529411764705882; 0.8131372549019608; 0.8649386084583902; 0.8929577464788733; 0.8617566510172143
svm_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; 6; svd_reconstruct; svdne; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.85869565 0.84782609 0.86263736 0.89010989 0.87362637]; 0.8585526315789473; 0.7861842105263158; 0.8561103810775296; 0.8731428571428571; 0.8358862144420132; 0.8785557986870897; 0.8643533123028391; 0.8954248366013072; 0.8583084447907198; 0.7882736156351792; 0.8066666666666666; 0.7864502164502165; 0.8539026017344896; 0.8421052631578947; 0.8560920016576875
ensemble_model_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; 6; svd_reconstruct; svdne; 972; 324; 324; 0.6; 0.2; 0.2; [0.92857143 0.89690722 0.87628866 0.87628866 0.89690722]; 0.7592592592592593; 0.7716049382716049; 0.8641975308641975; 0.9278131634819532; 0.8991769547325102; 0.9300411522633744; 0.7214285714285714; 0.643312101910828; 0.7557877874823602; 0.7643312101910827; 0.7058823529411765; 0.7750190985485103; 0.8567708333333333; 0.8093480934809348; 0.8644014321184105
ensemble_model_v2_N8_B0_E8_nb_zones_6_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.8875  0.875   0.85625 0.86875 0.85   ]; 0.8120300751879699; 0.8458646616541353; 0.8956456456456456; 0.9392405063291138; 0.9275; 0.94; 0.8148148148148148; 0.7801418439716312; 0.8140709219858155; 0.844106463878327; 0.8222222222222222; 0.8462256149279049; 0.8949357520786092; 0.8757396449704142; 0.89594909077789
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; 8; svd_reconstruct; svd; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.80555556 0.796      0.76       0.748      0.776     ]; 0.7434052757793765; 0.7146282973621103; 0.8844678811121764; 0.9879518072289157; 0.9824281150159745; 0.9880191693290736; 0.7802874743326489; 0.9405940594059405; 0.7493667971448308; 0.7707129094412332; 0.9049773755656109; 0.7024886877828054; 0.8929364726788095; 0.9580552907530981; 0.8840421101788635
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; 8; svd_reconstruct; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.86324786 0.85470085 0.8974359  0.84188034 0.86206897]; 0.7892030848329049; 0.781491002570694; 0.9141829393627955; 1.0; 1.0; 1.0; 0.7980295566502462; 0.8709677419354839; 0.7926267281105992; 0.8123620309050772; 0.8803827751196173; 0.7735247208931422; 0.9176122348297976; 0.9499489274770173; 0.9139610200983848
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.86956522 0.82608696 0.82173913 0.83043478 0.86956522]; 0.7963446475195822; 0.8093994778067886; 0.9055323590814196; 0.9737762237762239; 0.9686956521739131; 0.9739130434782608; 0.7833333333333334; 0.8245614035087719; 0.7990731545845746; 0.8206388206388207; 0.8391959798994975; 0.8081849464714879; 0.9052851909994767; 0.9153439153439153; 0.9056637187430184
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; 8; svd_reconstruct; svdn; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.832      0.832      0.788      0.81451613 0.78225806]; 0.8120481927710843; 0.8024096385542169; 0.8420038535645472; 0.8753709198813056; 0.9470304975922953; 0.8651685393258426; 0.8427419354838709; 0.95; 0.8032051282051282; 0.8136363636363637; 0.8905472636815921; 0.8050867159529456; 0.8563922942206655; 0.9367816091954023; 0.8414528201015772
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; 8; svd_reconstruct; svdn; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.8559322  0.87288136 0.84745763 0.88559322 0.84322034]; 0.8040712468193384; 0.7811704834605598; 0.8463886063072228; 0.882303132938188; 0.8830508474576271; 0.8822033898305084; 0.7957559681697612; 0.75; 0.8050518134715026; 0.7806122448979592; 0.7536945812807881; 0.7821104485351309; 0.8451282051282052; 0.8298086606243706; 0.8465590065711781
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.81932773 0.83193277 0.83193277 0.82352941 0.82773109]; 0.8459595959595959; 0.8358585858585859; 0.8607467204843592; 0.8776508972267536; 0.9042016806722689; 0.8739495798319328; 0.8455696202531645; 0.8146341463414634; 0.847107649086962; 0.8189415041782729; 0.786096256684492; 0.8332395159020547; 0.8606060606060606; 0.8632218844984803; 0.8607566708924562
svm_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; 8; svd_reconstruct; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.84322034 0.86864407 0.90254237 0.86440678 0.88888889]; 0.8188775510204082; 0.8035714285714286; 0.8583078491335372; 0.8907563025210086; 0.8998302207130731; 0.8896434634974533; 0.8136482939632546; 0.8157894736842105; 0.8187858259510162; 0.7901907356948229; 0.8285714285714286; 0.8059907834101383; 0.8565531475748194; 0.870020964360587; 0.8586215932914046
ensemble_model_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; 8; svd_reconstruct; svdne; 1158; 386; 386; 0.6; 0.2; 0.2; [0.88362069 0.84913793 0.86206897 0.86637931 0.84347826]; 0.8134715025906736; 0.8160621761658031; 0.8849740932642487; 0.9310043668122271; 0.9205526770293609; 0.9317789291882556; 0.8043478260869565; 0.8176795580110497; 0.8137178277860128; 0.8155844155844156; 0.7810945273631841; 0.8175742907086191; 0.8830347734457324; 0.8720083246618107; 0.8849205709996361
ensemble_model_v2_N8_B0_E8_nb_zones_8_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.90350877 0.90707965 0.87168142 0.87610619 0.87168142]; 0.7718832891246684; 0.8116710875331565; 0.8806998939554613; 0.9389587073608617; 0.9240282685512368; 0.939929328621908; 0.7675675675675675; 0.7634408602150538; 0.7717727861284692; 0.8033240997229917; 0.7397959183673469; 0.8146493403991432; 0.8780487804878049; 0.8544303797468354; 0.8808399233488975
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; 10; svd_reconstruct; svd; 1422; 474; 474; 0.6; 0.2; 0.2; [0.69230769 0.73943662 0.73239437 0.69014085 0.73943662]; 0.7848101265822784; 0.7489451476793249; 0.8945147679324894; 0.979677645409951; 0.9831223628691983; 0.9796061884669479; 0.8191489361702129; 0.9166666666666666; 0.7759009009009008; 0.7767354596622889; 0.9282511210762332; 0.7589462776695907; 0.9009508716323296; 0.9586846543001686; 0.8944605703933275
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; 10; svd_reconstruct; svd; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.86217949 0.88387097 0.85483871 0.84193548 0.8483871 ]; 0.7961165048543689; 0.8228155339805825; 0.9339225589225589; 1.0; 1.0; 1.0; 0.8028169014084507; 0.855; 0.7977830188679246; 0.8298368298368298; 0.839622641509434; 0.8223113207547169; 0.9347735770668882; 0.946969696969697; 0.9339225589225589
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.84693878 0.87755102 0.83333333 0.87328767 0.84246575]; 0.8; 0.8065934065934066; 0.9078282828282829; 0.9728629579375848; 0.9781718963165075; 0.9727148703956343; 0.7917620137299772; 0.8084112149532711; 0.8004711676426106; 0.8232931726907632; 0.8506224066390041; 0.8038158762166984; 0.9090909090909092; 0.9217171717171717; 0.9078282828282829
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; 10; svd_reconstruct; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.83892617 0.86577181 0.82094595 0.82094595 0.83108108]; 0.8116591928251121; 0.8116591928251121; 0.8312289562289562; 0.8491909385113269; 0.8840970350404312; 0.8429919137466305; 0.8018867924528301; 0.8095238095238095; 0.811541565778854; 0.8212765957446808; 0.8177966101694916; 0.8112792574656982; 0.8355883558835587; 0.8577441077441077; 0.8312289562289561
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; 10; svd_reconstruct; svdn; 1518; 506; 506; 0.6; 0.2; 0.2; [0.85197368 0.88815789 0.89802632 0.85526316 0.84768212]; 0.7902097902097902; 0.7599067599067599; 0.8480639730639731; 0.8897637795275589; 0.8932806324110671; 0.8893280632411067; 0.8; 0.8108108108108109; 0.7894633764198982; 0.7643020594965675; 0.8067632850241546; 0.7614897506201854; 0.8502695976773122; 0.8627946127946128; 0.8480639730639731
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.81208054 0.80201342 0.81543624 0.83557047 0.80405405]; 0.8513513513513513; 0.8378378378378378; 0.8602693602693603; 0.872870249017038; 0.8951612903225806; 0.8696236559139785; 0.8583690987124463; 0.8810572687224669; 0.8506668832091597; 0.8378378378378378; 0.8571428571428571; 0.8382630585273758; 0.8637110016420361; 0.8855218855218855; 0.8602693602693602
svm_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; 10; svd_reconstruct; svdne; 1592; 530; 530; 0.6003016591251885; 0.19984917043740574; 0.19984917043740574; [0.85625    0.82389937 0.86792453 0.87421384 0.83962264]; 0.8367346938775511; 0.8239795918367347; 0.8455387205387206; 0.85; 0.8329145728643216; 0.8530150753768844; 0.8454106280193238; 0.8663366336633663; 0.8357998957790516; 0.8235294117647058; 0.8473684210526315; 0.8246743095362168; 0.8448202959830866; 0.8409090909090909; 0.8455387205387205
ensemble_model_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; 10; svd_reconstruct; svdne; 1364; 454; 454; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; [0.83211679 0.83211679 0.84191176 0.84926471 0.86029412]; 0.8083700440528634; 0.7665198237885462; 0.8565140845070423; 0.9019896831245394; 0.8973607038123167; 0.9024926686217009; 0.8120950323974082; 0.8355555555555556; 0.8086074721009219; 0.7773109243697479; 0.8222222222222222; 0.7670063076176613; 0.8580139372822299; 0.8701413427561837; 0.8565618994482673
ensemble_model_v2_N8_B0_E8_nb_zones_10_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.87179487 0.84516129 0.8483871  0.86129032 0.89032258]; 0.8155339805825242; 0.8155339805825242; 0.8880471380471381; 0.925; 0.9059278350515464; 0.9265463917525772; 0.8347826086956521; 0.8767123287671232; 0.8114131592022145; 0.8155339805825242; 0.8704663212435233; 0.8187948044573781; 0.8887959866220735; 0.8947811447811448; 0.8880471380471381
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; 12; svd_reconstruct; svd; 1824; 608; 608; 0.6; 0.2; 0.2; [0.7295082  0.74043716 0.76373626 0.71703297 0.71428571]; 0.8260869565217391; 0.7898550724637681; 0.946969696969697; 0.9889135254988913; 0.9780701754385965; 0.9890350877192983; 0.8356164383561644; 0.9037037037037037; 0.8277383766745469; 0.8141025641025641; 0.900709219858156; 0.7873916469661151; 0.9476744186046511; 0.9604377104377104; 0.946969696969697
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; 12; svd_reconstruct; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.8547486  0.81460674 0.86797753 0.81741573 0.80898876]; 0.8552188552188552; 0.8653198653198653; 0.9537037037037037; 0.9847887323943662; 0.9809203142536476; 0.984848484848485; 0.8571428571428572; 0.8775510204081632; 0.8554421768707483; 0.8684210526315789; 0.88; 0.8651700680272109; 0.9537815126050421; 0.9553872053872053; 0.9537037037037036
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svd; 8; 0; 8; zones; svd_reconstruct; svd; 1806; 602; 602; 0.6; 0.2; 0.2; [0.83977901 0.83425414 0.90883978 0.88333333 0.83888889]; 0.7964912280701755; 0.7824561403508772; 0.9297138047138047; 0.9736989367655288; 0.9634551495016611; 0.9739756367663344; 0.823170731707317; 0.9; 0.7907407407407406; 0.7960526315789473; 0.8962962962962963; 0.7881481481481482; 0.9309632079371641; 0.9478114478114478; 0.9297138047138046
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; 12; svd_reconstruct; svdn; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.79032258 0.79569892 0.80913978 0.80376344 0.78648649]; 0.9111969111969112; 0.9073359073359073; 0.8425925925925926; 0.8334182373917474; 0.8805166846071044; 0.8240043057050592; 0.9068825910931174; 0.8615384615384616; 0.9113893858079904; 0.9008264462809916; 0.8449612403100775; 0.9070960047704233; 0.8474714518760196; 0.8745791245791246; 0.8425925925925926
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; 12; svd_reconstruct; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.79545455 0.84090909 0.80113636 0.82102273 0.82102273]; 0.8636363636363636; 0.8376623376623377; 0.8526936026936027; 0.8548931383577052; 0.8636363636363636; 0.8534090909090909; 0.8662420382165605; 0.918918918918919; 0.8657094594594594; 0.8546511627906975; 0.91875; 0.834375; 0.8563218390804598; 0.8779461279461279; 0.8526936026936026
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svdn; 8; 0; 8; zones; svd_reconstruct; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.84104046 0.82080925 0.86705202 0.85549133 0.81976744]; 0.7777777777777778; 0.8333333333333334; 0.8640572390572391; 0.8893879842784952; 0.9166666666666666; 0.8859953703703703; 0.7818181818181817; 0.8113207547169812; 0.7783876500857633; 0.8402366863905325; 0.8606060606060606; 0.8328187535734706; 0.8681094324213966; 0.8947811447811448; 0.8640572390572391
svm_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; 12; svd_reconstruct; svdne; 1788; 596; 596; 0.6; 0.2; 0.2; [0.82681564 0.79888268 0.87150838 0.82402235 0.87921348]; 0.8095238095238095; 0.8469387755102041; 0.8417508417508418; 0.8373743347131875; 0.7919463087248322; 0.8461968680089486; 0.8181818181818181; 0.8873239436619719; 0.812083024462565; 0.8623853211009175; 0.9276315789473685; 0.8440974796145293; 0.8383490971625108; 0.8207070707070707; 0.8417508417508417
ensemble_model_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; 12; svd_reconstruct; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.80874317 0.84972678 0.8489011  0.85989011 0.89285714]; 0.8514492753623188; 0.8333333333333334; 0.9015151515151515; 0.9181969949916527; 0.9046052631578947; 0.9194078947368421; 0.8298755186721992; 0.7407407407407407; 0.8490937746256896; 0.8067226890756302; 0.6808510638297872; 0.8367218282111899; 0.8971880492091389; 0.8594276094276094; 0.9015151515151515
ensemble_model_v2_N8_B0_E8_nb_zones_12_svd_reconstruct_svdne; 8; 0; 8; zones; svd_reconstruct; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.85635359 0.83425414 0.83611111 0.85277778 0.82777778]; 0.8741258741258742; 0.8181818181818182; 0.9002525252525253; 0.9173599556295065; 0.9168514412416852; 0.9174057649667406; 0.8767123287671234; 0.9014084507042254; 0.8743153364632238; 0.8219178082191781; 0.8333333333333334; 0.8180751173708921; 0.9007121910347716; 0.9048821548821548; 0.9002525252525253
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; 4; svd_reconstruct; svd; 642; 214; 214; 0.6; 0.2; 0.2; [0.82307692 0.8046875  0.8671875  0.8203125  0.796875  ]; 0.7616822429906542; 0.6635514018691588; 0.8177570093457944; 0.8938053097345133; 0.9439252336448598; 0.8878504672897196; 0.7999999999999998; 0.9272727272727272; 0.7569055944055945; 0.7096774193548386; 0.9361702127659575; 0.6930851063829787; 0.8348856900931414; 0.939047619047619; 0.8199825251201397
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; 4; svd_reconstruct; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.91525424 0.90677966 0.89830508 0.88983051 0.87288136]; 0.826530612244898; 0.7908163265306123; 0.8818737270875764; 0.9308600337268128; 0.9355932203389831; 0.9305084745762711; 0.8425925925925926; 0.91; 0.8247916666666667; 0.7980295566502463; 0.8901098901098901; 0.7974358974358973; 0.8853754940711462; 0.9218106995884774; 0.8822763175361742
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.87068966 0.8362069  0.79824561 0.85087719 0.85964912]; 0.7591623036649214; 0.8324607329842932; 0.8765690376569037; 0.9298245614035088; 0.9233449477351916; 0.9303135888501742; 0.7472527472527474; 0.7157894736842105; 0.7589364035087719; 0.8181818181818181; 0.8275862068965517; 0.8320623342175066; 0.8728448275862069; 0.8635394456289979; 0.876328244375074
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; 4; svd_reconstruct; svdn; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.8        0.74545455 0.79090909 0.76363636 0.71296296]; 0.7802197802197802; 0.7747252747252747; 0.7719298245614035; 0.8006279434850863; 0.9306569343065694; 0.7682481751824818; 0.8; 0.9876543209876543; 0.8007578535631341; 0.7783783783783783; 0.9230769230769231; 0.7932692307692308; 0.7964774951076321; 0.9399538106235565; 0.7799977821385006
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; 4; svd_reconstruct; svdn; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.72222222 0.7962963  0.75       0.83018868 0.68867925]; 0.8089887640449438; 0.7640449438202247; 0.8486547085201793; 0.9005059021922429; 0.996268656716418; 0.8899253731343284; 0.839622641509434; 0.9175257731958762; 0.7982690594374443; 0.7920792079207921; 0.8602150537634409; 0.7595192915876028; 0.8659384309831183; 0.9519650655021834; 0.8457982009538567
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.703125   0.6796875  0.69047619 0.71428571 0.76984127]; 0.7819905213270142; 0.7393364928909952; 0.8238636363636364; 0.8729446935724963; 0.9211356466876972; 0.8659305993690852; 0.8099173553719008; 0.9158878504672897; 0.7800593098490294; 0.7555555555555555; 0.8415841584158416; 0.7435193519351935; 0.8362676056338029; 0.9047619047619048; 0.8243206887274683
svm_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; 4; svd_reconstruct; svdne; 524; 174; 174; 0.6009174311926605; 0.19954128440366972; 0.19954128440366972; [0.85849057 0.8490566  0.81730769 0.76923077 0.83653846]; 0.8160919540229885; 0.8390804597701149; 0.8256880733944955; 0.8496732026143791; 0.9923664122137404; 0.8244274809160305; 0.8279569892473118; 0.9058823529411765; 0.8181097157964309; 0.8541666666666666; 0.9111111111111111; 0.8365079365079364; 0.8464646464646464; 0.9588100686498856; 0.8253820458191956
ensemble_model_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; 4; svd_reconstruct; svdne; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.87068966 0.85087719 0.87719298 0.85964912 0.89473684]; 0.7473684210526316; 0.8315789473684211; 0.8497899159663865; 0.8877005347593582; 0.8706293706293706; 0.8898601398601398; 0.7176470588235294; 0.648936170212766; 0.746343085106383; 0.831578947368421; 0.7821782178217822; 0.8349093336299922; 0.8447339847991313; 0.8087318087318087; 0.8502257769773693
ensemble_model_v2_N8_B46_E54_nb_zones_4_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.87068966 0.85344828 0.90517241 0.87931034 0.87719298]; 0.7916666666666666; 0.7708333333333334; 0.8835758835758836; 0.9531772575250836; 0.986159169550173; 0.9515570934256056; 0.8113207547169812; 0.8775510204081632; 0.7898393399913157; 0.7634408602150536; 0.7634408602150538; 0.7706093189964157; 0.8875502008032129; 0.9208333333333333; 0.8836531811894882
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; 6; svd_reconstruct; svd; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.76404494 0.81460674 0.78651685 0.77840909 0.76136364]; 0.7898305084745763; 0.7796610169491526; 0.8380758807588076; 0.8733031674208145; 0.871331828442438; 0.8735891647855529; 0.7999999999999999; 0.8493150684931506; 0.7904293463271121; 0.7811447811447811; 0.8111888111888111; 0.7805944055944055; 0.8397048960429242; 0.855191256830601; 0.838213907985193
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; 6; svd_reconstruct; svd; 846; 282; 282; 0.6; 0.2; 0.2; [0.84705882 0.85882353 0.82941176 0.82142857 0.79166667]; 0.776595744680851; 0.7730496453900709; 0.8822695035460993; 0.9554285714285714; 0.9881796690307328; 0.9539007092198581; 0.7725631768953068; 0.84251968503937; 0.7825501651003302; 0.7922077922077921; 0.8591549295774648; 0.7724346076458752; 0.8863013698630137; 0.934971098265896; 0.8832237106928366
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.83157895 0.83684211 0.83684211 0.87368421 0.87894737]; 0.7689873417721519; 0.8069620253164557; 0.8754740834386852; 0.9329073482428115; 0.9221052631578948; 0.9336842105263158; 0.762214983713355; 0.7222222222222222; 0.7702020202020202; 0.8025889967637541; 0.7654320987654321; 0.8080407247073913; 0.8733118971061093; 0.8498122653316645; 0.8757362731511452
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; 6; svd_reconstruct; svdn; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.73809524 0.80952381 0.82142857 0.83928571 0.80120482]; 0.7921146953405018; 0.8064516129032258; 0.8044412607449857; 0.8362156663275688; 0.9809069212410502; 0.8078758949880669; 0.8129032258064516; 0.9333333333333333; 0.7965277777777778; 0.830188679245283; 0.9295774647887324; 0.8042047907885268; 0.8305400372439479; 0.9612068965517241; 0.8048891625615764
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; 6; svd_reconstruct; svdn; 906; 302; 302; 0.6; 0.2; 0.2; [0.71428571 0.75824176 0.78021978 0.81111111 0.72777778]; 0.8079470198675497; 0.8013245033112583; 0.8443708609271523; 0.8835820895522387; 0.9801324503311258; 0.8708609271523179; 0.8294117647058824; 0.9038461538461539; 0.8046628029504741; 0.8369565217391305; 0.927710843373494; 0.7873848334514528; 0.8628137769994162; 0.9535483870967741; 0.8414000438885232
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 864; 288; 288; 0.6; 0.2; 0.2; [0.81609195 0.75287356 0.72093023 0.79069767 0.78488372]; 0.7743055555555556; 0.78125; 0.84375; 0.8944504896626768; 0.9513888888888888; 0.8877314814814815; 0.8082595870206489; 0.9319727891156463; 0.7709509335649153; 0.8049535603715171; 0.9154929577464789; 0.783088944626664; 0.8576850094876661; 0.9403606102635229; 0.8436156319745988
svm_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; 6; svd_reconstruct; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.87931034 0.88505747 0.86781609 0.82758621 0.85632184]; 0.7655172413793103; 0.7862068965517242; 0.8386206896551724; 0.886214442013129; 0.9310344827586207; 0.8804597701149426; 0.7733333333333333; 0.8111888111888111; 0.7661386232814805; 0.7960526315789473; 0.852112676056338; 0.7875428245146555; 0.8458498023715416; 0.8916666666666667; 0.8389840182648401
ensemble_model_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; 6; svd_reconstruct; svdne; 996; 332; 332; 0.6; 0.2; 0.2; [0.84       0.8        0.825      0.83333333 0.77272727]; 0.8162650602409639; 0.8253012048192772; 0.8536144578313253; 0.8742393509127788; 0.8654618473895582; 0.8755020080321286; 0.8271954674220964; 0.8342857142857143; 0.8152320291173795; 0.8209876543209876; 0.8636363636363636; 0.827885597548519; 0.8538785327720987; 0.8585247883917775; 0.8536321420950483
ensemble_model_v2_N8_B46_E54_nb_zones_6_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.84895833 0.83854167 0.86458333 0.859375   0.80526316]; 0.799373040752351; 0.7899686520376176; 0.8602756892230576; 0.9063136456211812; 0.9290187891440501; 0.9039665970772444; 0.7922077922077922; 0.7530864197530864; 0.800110088857435; 0.7744107744107744; 0.7666666666666667; 0.7886587771203156; 0.8594833018273471; 0.8621997471554994; 0.8602924201616006
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; 8; svd_reconstruct; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.7892562  0.7892562  0.81404959 0.81666667 0.82916667]; 0.7960199004975125; 0.7860696517412935; 0.8477611940298507; 0.890649762282092; 0.9320066334991708; 0.8855721393034826; 0.8144796380090498; 0.8737864077669902; 0.7940360610263523; 0.8009259259259259; 0.8606965174129353; 0.7860696517412935; 0.8567415730337079; 0.905940594059406; 0.847470297029703
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; 8; svd_reconstruct; svd; 1260; 420; 420; 0.6; 0.2; 0.2; [0.78571429 0.82142857 0.82539683 0.83730159 0.80555556]; 0.8357142857142857; 0.8047619047619048; 0.8585714285714285; 0.8843106180665611; 0.8857142857142857; 0.8841269841269841; 0.8304668304668305; 0.8622448979591837; 0.8373724489795917; 0.8169642857142857; 0.8318181818181818; 0.803409090909091; 0.8597071327350024; 0.869980879541109; 0.8586147281956019
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.73043478 0.8        0.79824561 0.77631579 0.79385965]; 0.7795275590551181; 0.8372703412073491; 0.8955928646379853; 0.9542709232096634; 0.9667832167832168; 0.9536713286713286; 0.7878787878787877; 0.9176470588235294; 0.7929467521605797; 0.8577981651376146; 0.9077669902912622; 0.8310263522884882; 0.9000502260170768; 0.9451476793248945; 0.8958515014578544
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; 8; svd_reconstruct; svdn; 1266; 422; 422; 0.6; 0.2; 0.2; [0.72440945 0.7519685  0.77559055 0.73412698 0.77380952]; 0.7654028436018957; 0.7630331753554502; 0.7649289099526067; 0.8034414295168764; 0.9589257503949447; 0.7654028436018957; 0.8016032064128258; 0.970873786407767; 0.7701591154261058; 0.8007968127490039; 0.9436619718309859; 0.7613046701260193; 0.802547770700637; 0.9581749049429658; 0.7654768664601406
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; 8; svd_reconstruct; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.7125     0.74789916 0.69747899 0.73529412 0.73109244]; 0.7783375314861462; 0.7732997481108312; 0.8690835850956697; 0.9340836012861735; 0.9748322147651006; 0.931208053691275; 0.7843137254901961; 0.7619047619047619; 0.7793481028775145; 0.7540983606557377; 0.7301587301587301; 0.7713293650793651; 0.8711595639246779; 0.8834170854271357; 0.8690546577488857
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 1092; 364; 364; 0.6; 0.2; 0.2; [0.80454545 0.74311927 0.76146789 0.77981651 0.72018349]; 0.7335164835164835; 0.771978021978022; 0.8368131868131868; 0.9019279128248116; 0.9853479853479854; 0.892857142857143; 0.7519181585677749; 0.8076923076923077; 0.7335164835164835; 0.7821522309711285; 0.8186813186813187; 0.771978021978022; 0.8488549618320611; 0.9164835164835164; 0.8368131868131867
svm_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; 8; svd_reconstruct; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.87704918 0.81967213 0.83196721 0.84297521 0.83471074]; 0.7209876543209877; 0.725925925925926; 0.8213228035538006; 0.8865131578947368; 0.8865131578947368; 0.8865131578947367; 0.7640918580375783; 0.8591549295774648; 0.713431631455399; 0.7623126338329764; 0.9518716577540107; 0.741990874748565; 0.8325624421831638; 0.8928571428571429; 0.8216741509963513
ensemble_model_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; 8; svd_reconstruct; svdne; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.86016949 0.84615385 0.79059829 0.83760684 0.83333333]; 0.8; 0.8307692307692308; 0.8575819672131147; 0.8905228758169934; 0.9300341296928327; 0.8856655290102389; 0.7903225806451613; 0.8258426966292135; 0.8020722917108332; 0.8486238532110092; 0.8767772511848341; 0.826656782016998; 0.8631889763779528; 0.8994871794871795; 0.857624858934992
ensemble_model_v2_N8_B46_E54_nb_zones_8_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.83333333 0.84583333 0.85       0.84583333 0.85714286]; 0.7894736842105263; 0.8270676691729323; 0.8712424849699398; 0.9140495867768594; 0.9232053422370617; 0.9131886477462436; 0.8037383177570093; 0.9052631578947369; 0.7947368421052632; 0.854122621564482; 0.9395348837209302; 0.8175935288169869; 0.8782567503552818; 0.9233067729083665; 0.8709275800025704
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; 10; svd_reconstruct; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.83333333 0.82653061 0.83333333 0.81292517 0.80952381]; 0.7439293598233996; 0.695364238410596; 0.8173400673400674; 0.8812664907651715; 0.908843537414966; 0.8775510204081632; 0.7859778597785978; 0.9508928571428571; 0.7461887866500312; 0.7578947368421054; 0.9432314410480349; 0.6925978633811603; 0.834855403348554; 0.9234006734006734; 0.8173400673400674
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; 10; svd_reconstruct; svd; 1458; 486; 486; 0.6; 0.2; 0.2; [0.80479452 0.82191781 0.85273973 0.77739726 0.81034483]; 0.8191721132897604; 0.8344226579520697; 0.8623737373737373; 0.8903394255874673; 0.9355281207133059; 0.8847736625514404; 0.8375733855185911; 0.9385964912280702; 0.8199475962633858; 0.8509803921568627; 0.9393939393939394; 0.8337320574162681; 0.8719153936545241; 0.9368686868686869; 0.8623737373737372
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.79861111 0.79166667 0.81944444 0.79166667 0.80208333]; 0.8311965811965812; 0.7863247863247863; 0.8720538720538721; 0.9169435215946845; 0.9583333333333334; 0.9131944444444445; 0.8483685220729367; 0.9020408163265307; 0.8277020225130411; 0.7925311203319502; 0.8565022421524664; 0.7894756108721516; 0.8787878787878789; 0.9276094276094277; 0.8720538720538721
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; 10; svd_reconstruct; svdn; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.72368421 0.75       0.73355263 0.76644737 0.76644737]; 0.8084112149532711; 0.8014018691588785; 0.7756734006734006; 0.7980132450331126; 0.9513157894736842; 0.7592105263157896; 0.8262711864406781; 0.9466019417475728; 0.8133910609638765; 0.8289738430583502; 0.9279279279279279; 0.796488235808624; 0.8083423229054297; 0.9461279461279462; 0.7756734006734007
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; 10; svd_reconstruct; svdn; 1394; 464; 464; 0.6003445305770887; 0.19982773471145565; 0.19982773471145565; [0.76785714 0.8        0.78776978 0.79856115 0.76618705]; 0.7823275862068966; 0.7392241379310345; 0.8268733850129198; 0.8806366047745358; 0.9526542324246772; 0.8708751793400287; 0.8061420345489443; 0.9130434782608695; 0.7834448160535117; 0.7746741154562383; 0.8888888888888888; 0.7379227053140096; 0.843335931410756; 0.9319552110249785; 0.8268733850129198
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.75838926 0.74161074 0.78378378 0.79054054 0.80067568]; 0.7825112107623319; 0.7533632286995515; 0.8388047138047138; 0.8924205378973106; 0.9838274932614556; 0.8814016172506738; 0.8008213552361395; 0.874439461883408; 0.7825112107623319; 0.767932489451477; 0.8161434977578476; 0.7533632286995515; 0.8525221409318444; 0.9318181818181818; 0.8388047138047138
svm_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; 10; svd_reconstruct; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.79865772 0.82885906 0.83892617 0.81543624 0.80067568]; 0.8536036036036037; 0.831081081081081; 0.8253367003367004; 0.8262792166771952; 0.8790322580645161; 0.8151881720430108; 0.8545861297539149; 0.9227053140096618; 0.8579771295786707; 0.8520710059171598; 0.9113924050632911; 0.8252614199229499; 0.8364209696491919; 0.8930976430976431; 0.8253367003367004
ensemble_model_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; 10; svd_reconstruct; svdne; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.8        0.82758621 0.8137931  0.82758621 0.8137931 ]; 0.796976241900648; 0.8336933045356372; 0.8404882154882155; 0.8645833333333333; 0.9158620689655173; 0.856551724137931; 0.8065843621399177; 0.8949771689497716; 0.8019967811961974; 0.850485436893204; 0.8975409836065574; 0.830049030616064; 0.8506109578242018; 0.9082491582491582; 0.8404882154882155
ensemble_model_v2_N8_B46_E54_nb_zones_10_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.85855263 0.82236842 0.86513158 0.85761589 0.87748344]; 0.727906976744186; 0.7651162790697674; 0.8438552188552189; 0.9043151969981239; 0.9538258575197889; 0.8990765171503958; 0.759753593429158; 0.8726415094339622; 0.7298987363683573; 0.7917525773195877; 0.8807339449541285; 0.763480180024234; 0.8556981719175418; 0.9259259259259259; 0.843855218855219
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; 12; svd_reconstruct; svd; 1722; 574; 574; 0.6; 0.2; 0.2; [0.84104046 0.81104651 0.76453488 0.84302326 0.80523256]; 0.7553516819571865; 0.7889908256880734; 0.8400673400673401; 0.8753372908796546; 0.9419279907084785; 0.8658536585365854; 0.7837837837837837; 0.9006211180124224; 0.7575394746688617; 0.8130081300813008; 0.9036144578313253; 0.7872109556237372; 0.8533950617283951; 0.930976430976431; 0.8400673400673401
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; 12; svd_reconstruct; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.84916201 0.83426966 0.88764045 0.8511236  0.85674157]; 0.7575757575757576; 0.7373737373737373; 0.8745791245791246; 0.9195652173913043; 0.9494949494949495; 0.9169472502805835; 0.76; 0.7862068965517242; 0.7582350272232306; 0.75; 0.7697368421052632; 0.7365925589836662; 0.8784665579119086; 0.9065656565656566; 0.8745791245791246
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svd; 8; 46; 54; zones; svd_reconstruct; svd; 1728; 576; 576; 0.6; 0.2; 0.2; [0.82369942 0.79479769 0.80057803 0.84104046 0.81976744]; 0.8734567901234568; 0.8302469135802469; 0.8859427609427609; 0.9014084507042254; 0.9259259259259259; 0.8987268518518519; 0.86984126984127; 0.8509316770186336; 0.8733185992455132; 0.8275862068965518; 0.8098159509202454; 0.8303738139694394; 0.8875051888750518; 0.8998316498316499; 0.885942760942761
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; 12; svd_reconstruct; svdn; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.84180791 0.78248588 0.80508475 0.81534091 0.79545455]; 0.7311475409836066; 0.7245901639344262; 0.7920875420875421; 0.8399999999999999; 0.9750849377123443; 0.8142695356738392; 0.7630057803468209; 0.88; 0.7335483870967743; 0.7692307692307692; 0.9032258064516129; 0.7216129032258065; 0.8210144927536231; 0.9537037037037037; 0.7920875420875421
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; 12; svd_reconstruct; svdn; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; [0.75       0.75294118 0.76470588 0.76627219 0.76627219]; 0.7941176470588235; 0.8205882352941176; 0.8379629629629629; 0.8643162393162394; 0.9540094339622641; 0.8502358490566037; 0.8205128205128205; 0.9411764705882353; 0.7941176470588235; 0.8455696202531645; 0.9823529411764705; 0.8205882352941176; 0.8550997365449754; 0.9562289562289562; 0.837962962962963
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svdn; 8; 46; 54; zones; svd_reconstruct; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.74293785 0.75706215 0.75423729 0.71751412 0.7740113 ]; 0.801980198019802; 0.8316831683168316; 0.8556397306397306; 0.8792924037460979; 0.9548022598870056; 0.8689265536723163; 0.8285714285714285; 0.9354838709677419; 0.798823016564952; 0.8449848024316109; 0.9391891891891891; 0.8341107236268526; 0.8681276432141485; 0.9503367003367004; 0.8556397306397305
svm_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; 12; svd_reconstruct; svdne; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; [0.85       0.86470588 0.85294118 0.83431953 0.84319527]; 0.7; 0.7; 0.8068181818181818; 0.8645778013807753; 0.9599056603773585; 0.8496462264150944; 0.7616822429906542; 0.9588235294117647; 0.7000000000000001; 0.7594339622641509; 0.9470588235294117; 0.7; 0.8321755027422304; 0.9579124579124579; 0.8068181818181819
ensemble_model_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; 12; svd_reconstruct; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.85674157 0.81073446 0.83333333 0.83615819 0.84745763]; 0.8278145695364238; 0.7847682119205298; 0.8737373737373737; 0.8987271721084671; 0.9164785553047404; 0.8967268623024831; 0.8452380952380952; 0.9793103448275862; 0.8336042169997804; 0.8179271708683473; 0.9299363057324841; 0.7787612563145179; 0.88; 0.9259259259259259; 0.8737373737373739
ensemble_model_v2_N8_B46_E54_nb_zones_12_svd_reconstruct_svdne; 8; 46; 54; zones; svd_reconstruct; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.85310734 0.84090909 0.86079545 0.80113636 0.79545455]; 0.8338762214983714; 0.8175895765472313; 0.867003367003367; 0.8838243468593664; 0.9023836549375709; 0.8813847900113506; 0.8370607028753994; 0.8397435897435898; 0.8337790796400069; 0.8181818181818182; 0.8344370860927153; 0.8178595686873833; 0.8694214876033058; 0.8855218855218855; 0.8670033670033669
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; 4; svd_reconstruct; svd; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.91044776 0.91044776 0.86567164 0.86567164 0.87313433]; 0.7533632286995515; 0.7443946188340808; 0.8611111111111112; 0.9364844903988183; 0.9462686567164179; 0.9358208955223881; 0.7791164658634538; 0.8981481481481481; 0.757769726247987; 0.7764705882352942; 0.868421052631579; 0.7415499758570739; 0.8687552921253174; 0.9210053859964094; 0.8612182565044659
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; 4; svd_reconstruct; svd; 666; 222; 222; 0.6; 0.2; 0.2; [0.8880597  0.76865672 0.79104478 0.84848485 0.82575758]; 0.7792792792792793; 0.7972972972972973; 0.8675675675675676; 0.9217134416543573; 0.9369369369369369; 0.9204204204204204; 0.7537688442211057; 0.7352941176470589; 0.7759803921568628; 0.7906976744186046; 0.7657657657657657; 0.7972972972972973; 0.8652612282309807; 0.8644688644688645; 0.8675181201776947
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.96721311 0.95       0.91666667 0.96666667 0.96666667]; 0.775; 0.795; 0.908183632734531; 0.9900332225913622; 0.9900332225913622; 0.9900332225913622; 0.8051948051948052; 0.9393939393939394; 0.7766276627662766; 0.8509090909090908; 0.9915254237288136; 0.7518602728400166; 0.9169675090252708; 0.9806949806949807; 0.9056367465458375
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; 4; svd_reconstruct; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.79365079 0.74603175 0.76984127 0.76984127 0.76190476]; 0.7476190476190476; 0.7619047619047619; 0.7676190476190476; 0.8127490039840638; 0.9714285714285714; 0.7761904761904762; 0.8044280442804428; 0.9819819819819819; 0.7334152334152334; 0.8015873015873015; 0.9805825242718447; 0.7659921967153616; 0.8087774294670846; 0.9754253308128544; 0.7660236059054675
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; 4; svd_reconstruct; svdn; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.80508475 0.88135593 0.8362069  0.82758621 0.89655172]; 0.7525773195876289; 0.7319587628865979; 0.8240740740740741; 0.8906009244992296; 0.9897260273972602; 0.8784246575342465; 0.7999999999999999; 0.9411764705882353; 0.7423273657289002; 0.7699115044247787; 0.9354838709677419; 0.7400191632066433; 0.8466367713004485; 0.9691991786447639; 0.8237748470543408
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.85245902 0.8442623  0.78688525 0.83606557 0.90163934]; 0.7980295566502463; 0.7487684729064039; 0.8543307086614174; 0.9143730886850152; 0.980327868852459; 0.9081967213114754; 0.8340080971659919; 0.9626168224299065; 0.7886000778816198; 0.7951807228915664; 0.9611650485436893; 0.7455825242718447; 0.8713043478260869; 0.9728155339805825; 0.8526752320601516
svm_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; 4; svd_reconstruct; svdne; 570; 190; 190; 0.6; 0.2; 0.2; [0.85087719 0.92105263 0.89473684 0.86842105 0.90350877]; 0.7578947368421053; 0.7736842105263158; 0.8431578947368421; 0.8939929328621907; 0.887719298245614; 0.8947368421052633; 0.7889908256880734; 0.9247311827956989; 0.761334663562798; 0.8018433179723502; 0.9157894736842105; 0.7736842105263158; 0.8511488511488511; 0.9006342494714588; 0.8433988857420187
ensemble_model_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; 4; svd_reconstruct; svdne; 648; 216; 216; 0.6; 0.2; 0.2; [0.86923077 0.82307692 0.86153846 0.86153846 0.78125   ]; 0.7777777777777778; 0.7962962962962963; 0.8740740740740741; 0.9352941176470588; 0.9814814814814815; 0.9320987654320987; 0.7894736842105263; 0.8571428571428571; 0.7799227799227798; 0.8135593220338984; 0.9056603773584906; 0.7982847341337908; 0.881118881118881; 0.9420560747663551; 0.8746977621538198
ensemble_model_v2_N8_B96_E104_nb_zones_4_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 516; 172; 172; 0.6; 0.2; 0.2; [0.79807692 0.73076923 0.73076923 0.75490196 0.79411765]; 0.8081395348837209; 0.8023255813953488; 0.8616279069767442; 0.8992248062015503; 0.8992248062015504; 0.8992248062015504; 0.7975460122699386; 0.8904109589041096; 0.8189428531894285; 0.83; 0.9222222222222223; 0.7964769647696477; 0.8646188850967008; 0.9026128266033254; 0.8624681445089518
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; 6; svd_reconstruct; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.79775281 0.88068182 0.89772727 0.88068182 0.86931818]; 0.7414965986394558; 0.782312925170068; 0.8435374149659864; 0.9010989010989012; 0.9297052154195011; 0.8979591836734694; 0.7724550898203593; 0.8835616438356164; 0.7424564975934839; 0.8060606060606061; 0.9236111111111112; 0.785138888888889; 0.8538754764930114; 0.9192886456908345; 0.843947435159355
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; 6; svd_reconstruct; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.83146067 0.8258427  0.84831461 0.85393258 0.79775281]; 0.8344594594594594; 0.777027027027027; 0.9136302294197031; 0.9851767388825542; 0.9707865168539326; 0.9853932584269662; 0.8492307692307692; 0.9261744966442953; 0.8338355476418755; 0.7999999999999999; 0.9166666666666666; 0.7807017543859648; 0.91644908616188; 0.9512195121951219; 0.9137817991083137
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.88297872 0.87096774 0.85483871 0.87096774 0.88172043]; 0.7548387096774194; 0.7419354838709677; 0.8601804123711341; 0.9378185524974516; 0.9871244635193133; 0.9345493562231759; 0.7967914438502673; 0.9430379746835443; 0.7511242504996669; 0.7837837837837837; 0.90625; 0.7364583333333332; 0.8742028985507246; 0.9617346938775511; 0.8591225552721088
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; 6; svd_reconstruct; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.75806452 0.79032258 0.7311828  0.79032258 0.82065217]; 0.7508090614886731; 0.7508090614886731; 0.7891332470892626; 0.8380414312617701; 0.959051724137931; 0.8146551724137931; 0.7957559681697611; 0.9554140127388535; 0.7474438484746899; 0.7935656836461127; 0.961038961038961; 0.7514872224549645; 0.8200883002207506; 0.9587096774193549; 0.7886933601104557
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; 6; svd_reconstruct; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.79032258 0.87096774 0.8172043  0.83870968 0.82608696]; 0.7249190938511327; 0.6828478964401294; 0.8272962483829237; 0.9149797570850203; 0.9741379310344828; 0.9094827586206896; 0.7733333333333334; 0.9539473684210527; 0.7285660408984244; 0.7461139896373057; 0.972972972972973; 0.6945610206479772; 0.8473413379073756; 0.9698952879581152; 0.8289374138000295
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 846; 282; 282; 0.6; 0.2; 0.2; [0.75882353 0.81176471 0.75294118 0.74404762 0.77380952]; 0.7695035460992907; 0.7198581560283688; 0.8212765957446808; 0.8813186813186814; 0.9479905437352246; 0.8723404255319149; 0.8024316109422494; 0.9295774647887324; 0.7683601609657948; 0.7696793002915452; 0.9103448275862069; 0.7142965013843443; 0.8407079646017699; 0.9366197183098591; 0.8204527162977867
svm_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; 6; svd_reconstruct; svdne; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.79775281 0.76966292 0.8258427  0.79545455 0.82386364]; 0.8169491525423729; 0.8203389830508474; 0.8279132791327913; 0.8338983050847458; 0.8329571106094809; 0.8340857787810384; 0.8291139240506329; 0.8397435897435898; 0.815555248109205; 0.8317460317460318; 0.8675496688741722; 0.8191915011037528; 0.8324538258575197; 0.8413333333333334; 0.8276914600550965
ensemble_model_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; 6; svd_reconstruct; svdne; 1044; 348; 348; 0.6; 0.2; 0.2; [0.83809524 0.88571429 0.82211538 0.875      0.86057692]; 0.7931034482758621; 0.8362068965517241; 0.8695402298850575; 0.9092592592592594; 0.9406130268199234; 0.9061302681992338; 0.8105263157894737; 0.9685534591194969; 0.8070280523110713; 0.8683602771362586; 0.9690721649484536; 0.8189516668898112; 0.8800845219228737; 0.952; 0.8690635838150289
ensemble_model_v2_N8_B96_E104_nb_zones_6_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 858; 286; 286; 0.6; 0.2; 0.2; [0.77325581 0.76744186 0.81976744 0.80232558 0.79411765]; 0.8426573426573427; 0.8006993006993007; 0.8678321678321679; 0.9023569023569024; 0.9370629370629371; 0.8986013986013985; 0.8442906574394465; 0.8187919463087249; 0.8437025424974279; 0.8013937282229966; 0.7718120805369127; 0.8019644344290404; 0.8711656441717791; 0.8789546079779917; 0.8676423111013714
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; 8; svd_reconstruct; svd; 1272; 424; 424; 0.6; 0.2; 0.2; [0.8828125  0.87007874 0.8503937  0.85826772 0.84645669]; 0.75; 0.7924528301886793; 0.8481132075471698; 0.9034690799396682; 0.9418238993710691; 0.8993710691823897; 0.7818930041152263; 0.9004739336492891; 0.7507064503927197; 0.8260869565217391; 0.9247787610619469; 0.7830964512380441; 0.8610871440897326; 0.9301025163094129; 0.8470951932072375
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; 8; svd_reconstruct; svd; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.82758621 0.80172414 0.82758621 0.80869565 0.80434783]; 0.8597402597402597; 0.8103896103896104; 0.8587746625129803; 0.8770144189991519; 0.8944636678200693; 0.874567474048443; 0.8629441624365481; 0.8994708994708994; 0.8604497354497355; 0.8113695090439277; 0.8626373626373627; 0.8130920803334597; 0.8612244897959185; 0.8893572181243414; 0.8592128977008605
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.804 0.852 0.808 0.812 0.832]; 0.8028846153846154; 0.8389423076923077; 0.8683957732949087; 0.9047981721249047; 0.9504; 0.9; 0.8075117370892019; 0.8431372549019608; 0.8036440991490936; 0.8466819221967963; 0.8809523809523809; 0.8385344429033749; 0.8740808823529412; 0.9153031761308951; 0.8684857203760898
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; 8; svd_reconstruct; svdn; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.75619835 0.75       0.79583333 0.74583333 0.75833333]; 0.79; 0.7625; 0.7707292707292708; 0.8014184397163121; 0.940099833610649; 0.767054908485857; 0.8313253012048193; 0.9951923076923077; 0.7814503205128205; 0.7983014861995752; 0.9894736842105263; 0.7733082706766917; 0.8070617906683479; 0.960960960960961; 0.7711085961335213
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; 8; svd_reconstruct; svdn; 1094; 364; 364; 0.6004390779363337; 0.19978046103183314; 0.19978046103183314; [0.73181818 0.77272727 0.77981651 0.74770642 0.76605505]; 0.8296703296703297; 0.7692307692307693; 0.8128430296377607; 0.8441247002398082; 0.9652650822669104; 0.8217550274223034; 0.845; 0.9657142857142857; 0.8347089947089947; 0.8064516129032259; 0.9259259259259259; 0.7629629629629631; 0.8364508393285371; 0.9571899012074643; 0.8128430296377607
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.64227642 0.68032787 0.67213115 0.70491803 0.68032787]; 0.8108108108108109; 0.8427518427518428; 0.8482318271119843; 0.875; 0.9623567921440261; 0.8625204582651391; 0.8188235294117646; 0.8743718592964824; 0.8121859296482412; 0.8532110091743119; 0.9029126213592233; 0.8420035743612037; 0.8598639455782312; 0.9330708661417323; 0.8483981781689054
svm_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; 8; svd_reconstruct; svdne; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.87179487 0.85344828 0.78448276 0.86637931 0.84482759]; 0.7700258397932817; 0.7958656330749354; 0.8238636363636364; 0.852263023057216; 0.8588640275387264; 0.8511187607573151; 0.7935034802784223; 0.8860103626943006; 0.7703247689760162; 0.8141176470588235; 0.8917525773195877; 0.795617221302281; 0.8317710902812038; 0.8708677685950413; 0.8238636363636365
ensemble_model_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; 8; svd_reconstruct; svdne; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.75590551 0.80952381 0.77777778 0.8015873  0.72619048]; 0.85; 0.819047619047619; 0.879162702188392; 0.9083665338645418; 0.9033280507131537; 0.9088748019017433; 0.8590604026845639; 0.9320388349514563; 0.8515334361673169; 0.8429752066115701; 0.918918918918919; 0.8129948129948129; 0.8838060384263494; 0.9121813031161473; 0.8789094435043823
ensemble_model_v2_N8_B96_E104_nb_zones_8_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.80973451 0.82743363 0.80530973 0.79017857 0.76339286]; 0.8293333333333334; 0.8266666666666667; 0.8507462686567164; 0.8712702472293266; 0.9076376554174067; 0.8658969804618116; 0.8454106280193235; 0.8883248730964467; 0.8261849084583356; 0.8433734939759037; 0.9067357512953368; 0.8242469965267893; 0.86013986013986; 0.9034627492130115; 0.8498895544548264
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; 10; svd_reconstruct; svd; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.79391892 0.76351351 0.79591837 0.81632653 0.83333333]; 0.8802660753880266; 0.8048780487804879; 0.8404882154882155; 0.8447937131630648; 0.8751696065128901; 0.83921302578019; 0.8841201716738197; 0.9196428571428571; 0.8805262743864066; 0.8103448275862069; 0.8281938325991189; 0.8047219162995595; 0.8457468457468457; 0.8745791245791246; 0.8404882154882156
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; 10; svd_reconstruct; svd; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.82068966 0.81597222 0.78125    0.82291667 0.83680556]; 0.7944325481798715; 0.8179871520342612; 0.8594276094276094; 0.8971082716879624; 0.9251040221914009; 0.8938973647711512; 0.8132295719844358; 0.9008620689655172; 0.7951118855465884; 0.8355899419729207; 0.9191489361702128; 0.8173330887747615; 0.8673550436854647; 0.9191919191919192; 0.8594276094276094
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.84121622 0.82993197 0.82312925 0.81632653 0.80272109]; 0.8008849557522124; 0.7920353982300885; 0.890993265993266; 0.9488054607508533; 0.9442934782608695; 0.9490489130434782; 0.8282442748091604; 0.9730941704035875; 0.8031409716646758; 0.8206106870229006; 0.9388646288209607; 0.7900601171010634; 0.8969359331476322; 0.9486531986531986; 0.8909932659932659
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; 10; svd_reconstruct; svdn; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.78716216 0.77027027 0.80067568 0.81081081 0.79931973]; 0.7305122494432071; 0.7171492204899778; 0.7706228956228957; 0.8266199649737302; 0.9580514208389715; 0.7990527740189446; 0.7746741154562384; 0.9285714285714286; 0.7309523809523809; 0.7719928186714543; 0.9555555555555556; 0.7166170634920636; 0.8058425365158532; 0.952020202020202; 0.7706228956228955
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; 10; svd_reconstruct; svdn; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.80392157 0.76644737 0.73026316 0.77302632 0.79276316]; 0.775175644028103; 0.7775175644028103; 0.8333333333333334; 0.8796241926012919; 0.9842312746386334; 0.8653088042049933; 0.8072289156626506; 0.8893805309734514; 0.7680733500638401; 0.7983014861995753; 0.9353233830845771; 0.7862457623387487; 0.8517964071856288; 0.9579124579124579; 0.8333333333333334
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.76174497 0.7114094  0.74161074 0.72147651 0.69798658]; 0.8216704288939052; 0.7832957110609481; 0.8329124579124579; 0.8647990255785628; 0.9530201342281879; 0.851006711409396; 0.8404040404040404; 0.9411764705882353; 0.8219395866454688; 0.8102766798418972; 0.9234234234234234; 0.7829786800375036; 0.8497919031403707; 0.9452861952861953; 0.8329124579124579
svm_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; 10; svd_reconstruct; svdne; 1592; 530; 530; 0.6003016591251885; 0.19984917043740574; 0.19984917043740574; [0.80625    0.79245283 0.80503145 0.82075472 0.81132075]; 0.8443877551020408; 0.8545918367346939; 0.8265993265993266; 0.8260355029585799; 0.8768844221105527; 0.815326633165829; 0.851581508515815; 0.8883248730964467; 0.8441624365482233; 0.8571428571428571; 0.8769230769230769; 0.8547051932838736; 0.8352; 0.8787878787878788; 0.8265993265993267
ensemble_model_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; 10; svd_reconstruct; svdne; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.78947368 0.79934211 0.80794702 0.82781457 0.83443709]; 0.839907192575406; 0.8352668213457076; 0.8627946127946128; 0.881074168797954; 0.9101717305151915; 0.8771466314398944; 0.8456375838926175; 0.8957345971563981; 0.8410491167600173; 0.8479657387580299; 0.9; 0.8338862559241705; 0.8684422921711058; 0.9057239057239057; 0.8627946127946128
ensemble_model_v2_N8_B96_E104_nb_zones_10_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.79333333 0.79333333 0.76666667 0.80536913 0.74832215]; 0.8340909090909091; 0.8431818181818181; 0.8834175084175084; 0.9125081011017498; 0.9411764705882353; 0.9097593582887701; 0.8388520971302428; 0.8444444444444444; 0.8338501291989664; 0.8413793103448276; 0.8511627906976744; 0.843359173126615; 0.886055121349239; 0.9065656565656566; 0.8834175084175084
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; 12; svd_reconstruct; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.80508475 0.78125    0.78693182 0.80113636 0.78693182]; 0.8338762214983714; 0.8273615635179153; 0.9503367003367004; 0.9919908466819222; 0.9841089670828603; 0.9920544835414302; 0.8530259365994237; 0.925; 0.8298469387755102; 0.8417910447761194; 0.9591836734693877; 0.832716836734694; 0.951440329218107; 0.9730639730639731; 0.9503367003367003
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; 12; svd_reconstruct; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.85393258 0.8258427  0.83146067 0.83707865 0.8700565 ]; 0.7625418060200669; 0.7558528428093646; 0.8657407407407407; 0.9052517596101787; 0.9403824521934758; 0.9015748031496063; 0.7841945288753799; 0.8486842105263158; 0.761076799140709; 0.7781155015197568; 0.8707482993197279; 0.7577425707124956; 0.8726546906187624; 0.92003367003367; 0.8657407407407407
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svd; 8; 96; 104; zones; svd_reconstruct; svd; 1734; 578; 578; 0.6; 0.2; 0.2; [0.80747126 0.79022989 0.80635838 0.79479769 0.81213873]; 0.8535825545171339; 0.8535825545171339; 0.8863636363636364; 0.9038251366120219; 0.9538638985005767; 0.8985005767012687; 0.863768115942029; 0.9738562091503268; 0.858951914098973; 0.8746666666666666; 0.9761904761904762; 0.8475723622782447; 0.8941176470588235; 0.9595959595959596; 0.8863636363636364
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; 12; svd_reconstruct; svdn; 1876; 625; 625; 0.600127959053103; 0.1999360204734485; 0.1999360204734485; [0.78989362 0.74734043 0.79521277 0.73262032 0.75668449]; 0.856; 0.828; 0.7933501683501684; 0.812215132178669; 0.9498933901918977; 0.7803837953091686; 0.8775510204081631; 0.9847328244274809; 0.8495092693565975; 0.8458781362007168; 0.9915966386554622; 0.8354929758162808; 0.822551499819299; 0.9579124579124579; 0.7933501683501685
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; 12; svd_reconstruct; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.79494382 0.78370787 0.75141243 0.75141243 0.75988701]; 0.8073089700996677; 0.7940199335548173; 0.835016835016835; 0.8650793650793651; 0.9830890642615558; 0.8466741826381059; 0.81875; 0.8972602739726028; 0.8099204595669467; 0.8154761904761904; 0.8838709677419355; 0.7912505523641185; 0.8532934131736527; 0.9595959595959596; 0.835016835016835
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svdn; 8; 96; 104; zones; svd_reconstruct; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.78531073 0.79378531 0.77683616 0.79096045 0.80397727]; 0.7598684210526315; 0.7631578947368421; 0.8341750841750841; 0.8713178294573644; 0.9536199095022625; 0.8591628959276019; 0.7943661971830986; 0.9276315789473685; 0.7598684210526316; 0.8011049723756906; 0.9539473684210527; 0.7631578947368421; 0.8514328808446455; 0.9503367003367004; 0.8341750841750841
svm_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; 12; svd_reconstruct; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.77142857 0.81428571 0.82       0.83142857 0.83908046]; 0.8535031847133758; 0.8312101910828026; 0.8329124579124579; 0.8406417112299466; 0.8993135011441648; 0.8295194508009154; 0.8700564971751412; 0.9390243902439024; 0.8495121951219512; 0.8389057750759878; 0.92; 0.835; 0.8444966705836272; 0.9074074074074074; 0.8329124579124579
ensemble_model_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; 12; svd_reconstruct; svdne; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.83333333 0.79166667 0.84166667 0.79608939 0.82960894]; 0.8413793103448276; 0.8448275862068966; 0.8754208754208754; 0.8882833787465941; 0.9075723830734966; 0.8858574610244988; 0.8525641025641025; 0.9172413793103448; 0.8413793103448275; 0.8534201954397395; 0.903448275862069; 0.8448275862068966; 0.8793806030969845; 0.9082491582491582; 0.8754208754208754
ensemble_model_v2_N8_B96_E104_nb_zones_12_svd_reconstruct_svdne; 8; 96; 104; zones; svd_reconstruct; svdne; 1806; 602; 602; 0.6; 0.2; 0.2; [0.85635359 0.85635359 0.85082873 0.86111111 0.84166667]; 0.7403508771929824; 0.712280701754386; 0.8733164983164983; 0.9220849005910801; 0.9501661129568106; 0.9197120708748616; 0.7430555555555557; 0.781021897810219; 0.7418623002564608; 0.722972972972973; 0.722972972972973; 0.7118514499901362; 0.8768916155419224; 0.9023569023569024; 0.8733164983164983
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; 4; svd_reconstruct; svd; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.76153846 0.77692308 0.86153846 0.859375   0.828125  ]; 0.7534883720930232; 0.7767441860465116; 0.8847583643122676; 0.9630818619582664; 0.9287925696594427; 0.9643962848297214; 0.7623318385650223; 0.8673469387755102; 0.7627332984475841; 0.7837837837837839; 0.8365384615384616; 0.7786295911295912; 0.8838951310861424; 0.8990476190476191; 0.8850954973640999
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; 4; svd_reconstruct; svd; 492; 164; 164; 0.6; 0.2; 0.2; [0.77       0.76530612 0.89795918 0.79591837 0.80612245]; 0.7560975609756098; 0.7195121951219512; 0.8463414634146341; 0.9159663865546218; 0.8861788617886179; 0.9186991869918699; 0.7647058823529411; 0.8125; 0.7574404761904762; 0.7261904761904763; 0.8243243243243243; 0.7288288288288287; 0.8452088452088452; 0.86; 0.8466666666666667
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.85964912 0.8125     0.80357143 0.78571429 0.8125    ]; 0.786096256684492; 0.8235294117647058; 0.907051282051282; 0.974910394265233; 0.9679715302491103; 0.9750889679715302; 0.782608695652174; 0.782608695652174; 0.7860411899313501; 0.8290155440414508; 0.8163265306122449; 0.8238936023847742; 0.9069518716577539; 0.9002123142250531; 0.9070954044243544
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; 4; svd_reconstruct; svdn; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.81617647 0.86029412 0.86029412 0.85820896 0.90298507]; 0.8311111111111111; 0.7955555555555556; 0.8410301953818827; 0.8671328671328672; 0.9171597633136095; 0.8594674556213018; 0.8538461538461539; 0.9736842105263158; 0.8291844476055004; 0.8435374149659864; 0.9538461538461539; 0.7663967611336033; 0.8589440504334122; 0.936426116838488; 0.8376983525368911
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; 4; svd_reconstruct; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.84482759 0.80172414 0.84482759 0.80701754 0.8245614 ]; 0.8125; 0.75; 0.8447916666666667; 0.8922056384742951; 0.9340277777777778; 0.8871527777777777; 0.85; 0.9714285714285714; 0.7960591133004927; 0.7757009345794393; 0.9651162790697675; 0.7702939885914875; 0.859035004730369; 0.9478079331941545; 0.8450058376989483
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.9122807  0.89473684 0.89473684 0.91071429 0.91964286]; 0.8351063829787234; 0.723404255319149; 0.8704883227176221; 0.9340101522842639; 0.9752650176678446; 0.9310954063604241; 0.8544600938967136; 0.9578947368421052; 0.8337860780984719; 0.75; 0.8571428571428571; 0.7275405007363771; 0.8794466403162056; 0.9488272921108742; 0.8708195657171707
svm_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; 4; svd_reconstruct; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.85714286 0.84821429 0.8125     0.82142857 0.85454545]; 0.7903225806451613; 0.7956989247311828; 0.843010752688172; 0.8738574040219379; 0.8566308243727598; 0.8763440860215055; 0.782122905027933; 0.7216494845360825; 0.7934090119309627; 0.7934782608695652; 0.7373737373737373; 0.7997213514454893; 0.8395604395604396; 0.8042105263157895; 0.8438635049161365
ensemble_model_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; 4; svd_reconstruct; svdne; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.89473684 0.89473684 0.84210526 0.79464286 0.86607143]; 0.8138297872340425; 0.7978723404255319; 0.8524416135881104; 0.8808664259927798; 0.8621908127208481; 0.8833922261484098; 0.8186528497409326; 0.8315789473684211; 0.8136389360498019; 0.806122448979592; 0.8404255319148937; 0.7978723404255319; 0.8525980911983033; 0.8516949152542372; 0.8524432023079697
ensemble_model_v2_N8_B146_E154_nb_zones_4_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.78571429 0.84126984 0.80952381 0.80952381 0.87096774]; 0.8564593301435407; 0.8277511961722488; 0.8671128107074569; 0.8809135399673735; 0.8598726114649682; 0.8837579617834395; 0.8529411764705882; 0.8613861386138614; 0.8566189952328566; 0.8363636363636364; 0.8; 0.8308510638297872; 0.8659594985535197; 0.8471698113207548; 0.8673833552727804
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; 6; svd_reconstruct; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.87634409 0.81182796 0.86413043 0.89130435 0.81521739]; 0.8051948051948052; 0.7662337662337663; 0.8311688311688312; 0.8629550321199144; 0.8722943722943723; 0.8614718614718615; 0.8125000000000001; 0.8024691358024691; 0.8053441569423305; 0.7735849056603775; 0.727810650887574; 0.770380145587672; 0.8346055979643765; 0.8272383354350568; 0.831289850448452
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; 6; svd_reconstruct; svd; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.87790698 0.88372093 0.85465116 0.90116279 0.86046512]; 0.8006993006993007; 0.7657342657342657; 0.9057262569832403; 0.9870435806831566; 0.9744186046511628; 0.9872093023255815; 0.8118811881188118; 0.924812030075188; 0.8088112437957639; 0.7859424920127795; 0.8661971830985915; 0.7664319248826292; 0.9078498293515359; 0.9432624113475178; 0.9062942042982431
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 786; 262; 262; 0.6; 0.2; 0.2; [0.91772152 0.82278481 0.86708861 0.84615385 0.82692308]; 0.7977099236641222; 0.8015267175572519; 0.8809160305343512; 0.9333333333333332; 0.9083969465648855; 0.9351145038167938; 0.8191126279863481; 0.9090909090909091; 0.7968531468531469; 0.8115942028985507; 0.875; 0.8031716417910447; 0.8830584707646177; 0.9019908116385911; 0.8809801851191433
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; 6; svd_reconstruct; svdn; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.85294118 0.87647059 0.8452381  0.8452381  0.89880952]; 0.8291814946619217; 0.8469750889679716; 0.8591749644381224; 0.8840736728060672; 0.966824644549763; 0.8732227488151658; 0.8451612903225806; 0.8972602739726028; 0.8264079147640792; 0.8676923076923077; 0.9096774193548387; 0.8397593445980543; 0.8729139922978176; 0.9405255878284924; 0.8567928085555346
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; 6; svd_reconstruct; svdn; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.82941176 0.79411765 0.80588235 0.82352941 0.80588235]; 0.8127208480565371; 0.8692579505300353; 0.8651129943502824; 0.8868980963045913; 0.9317647058823529; 0.8811764705882352; 0.8215488215488215; 0.953125; 0.8249495967741935; 0.8840125391849529; 0.9657534246575342; 0.866088391160884; 0.873426110006627; 0.9427753934191703; 0.866087836179599
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.8372093  0.83139535 0.78488372 0.8372093  0.80588235]; 0.8216783216783217; 0.8496503496503497; 0.8538461538461538; 0.8732083792723263; 0.9230769230769231; 0.865967365967366; 0.8477611940298508; 0.9102564102564102; 0.8128205128205128; 0.8413284132841328; 0.926829268292683; 0.859120155618734; 0.8618638466622603; 0.9209039548022598; 0.8544962987307699
svm_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; 6; svd_reconstruct; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.84408602 0.76344086 0.82065217 0.79347826 0.79347826]; 0.8344155844155844; 0.8116883116883117; 0.811038961038961; 0.8026030368763558; 0.8008658008658008; 0.8030303030303031; 0.8349514563106796; 0.8775510204081632; 0.8362910381543921; 0.8361581920903957; 0.8862275449101796; 0.8048159001146642; 0.8164037854889591; 0.8337628865979382; 0.8108605008905921
ensemble_model_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; 6; svd_reconstruct; svdne; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.81914894 0.82795699 0.83333333 0.86021505 0.82258065]; 0.8129032258064516; 0.8161290322580645; 0.8498711340206185; 0.869757174392936; 0.8454935622317596; 0.8733905579399142; 0.8253012048192772; 0.85625; 0.8114583333333332; 0.8277945619335346; 0.8954248366013072; 0.8171391698930103; 0.8514977692797959; 0.8575096277278562; 0.8498414891550019
ensemble_model_v2_N8_B146_E154_nb_zones_6_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.84782609 0.79347826 0.8423913  0.84782609 0.82065217]; 0.7908496732026143; 0.7745098039215687; 0.8492167101827677; 0.8964059196617337; 0.9217391304347826; 0.8934782608695652; 0.7922077922077922; 0.7973856209150327; 0.7908496732026143; 0.7795527156549521; 0.8299319727891157; 0.776601206520344; 0.8525845564773452; 0.8789473684210526; 0.849447777474775
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; 8; svd_reconstruct; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.75819672 0.80327869 0.80737705 0.77868852 0.7892562 ]; 0.8103448275862069; 0.7438423645320197; 0.8359605911330049; 0.8758169934640523; 0.8801313628899836; 0.8752052545155994; 0.7830985915492957; 0.7202072538860104; 0.8061130166143666; 0.7204301075268816; 0.6633663366336634; 0.7434478741991847; 0.8293182983085596; 0.8057768924302788; 0.8356369842268353
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; 8; svd_reconstruct; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.79508197 0.77459016 0.78688525 0.81147541 0.76859504]; 0.8054187192118226; 0.8201970443349754; 0.8354679802955665; 0.8541666666666669; 0.8752052545155994; 0.8505747126436782; 0.7937336814621411; 0.7638190954773869; 0.8046148617483553; 0.8123393316195373; 0.7707317073170732; 0.8206892367431137; 0.8346534653465346; 0.8321816386969397; 0.8354615174802299
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 1152; 384; 384; 0.6; 0.2; 0.2; [0.80603448 0.82608696 0.78695652 0.79130435 0.85652174]; 0.8255208333333334; 0.8359375; 0.8609375; 0.8817946505608283; 0.8871527777777778; 0.8810763888888888; 0.8345679012345679; 0.8802083333333334; 0.8255208333333335; 0.8524590163934427; 0.8792270531400966; 0.8322688938016867; 0.8658965344048217; 0.884102564102564; 0.8605698005698006
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; 8; svd_reconstruct; svdn; 1206; 402; 402; 0.6; 0.2; 0.2; [0.87603306 0.88842975 0.90909091 0.8625     0.90833333]; 0.7711442786069652; 0.8109452736318408; 0.8532338308457711; 0.899604743083004; 0.9436152570480929; 0.8946932006633499; 0.8050847457627117; 0.9743589743589743; 0.7770345596432553; 0.842323651452282; 0.9530516431924883; 0.8019226469930696; 0.8670572329878324; 0.9515331355093967; 0.8526434446315752
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; 8; svd_reconstruct; svdn; 1304; 434; 434; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.80916031 0.78625954 0.81538462 0.76538462 0.78461538]; 0.8778801843317973; 0.8617511520737328; 0.8393186003683242; 0.8370165745856354; 0.9294478527607362; 0.8190184049079755; 0.8898128898128899; 0.9511111111111111; 0.8750770866560341; 0.8666666666666668; 0.9558823529411765; 0.8670716112531969; 0.853299705758722; 0.938945420906568; 0.8397751852470512
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.83189655 0.82758621 0.81896552 0.82758621 0.82173913]; 0.8341968911917098; 0.8497409326424871; 0.8746113989637305; 0.904153354632588; 0.9775474956822107; 0.8963730569948187; 0.8558558558558559; 0.9090909090909091; 0.8274268104776579; 0.8564356435643564; 0.9010416666666666; 0.8500053694158076; 0.8847619047619049; 0.9479591836734694; 0.873453276047261
svm_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; 8; svd_reconstruct; svdne; 1212; 404; 404; 0.6; 0.2; 0.2; [0.8647541  0.7892562  0.8553719  0.82644628 0.83884298]; 0.801980198019802; 0.7846534653465347; 0.8183168316831683; 0.8420221169036335; 0.8795379537953796; 0.834983498349835; 0.8113207547169811; 0.8431372549019608; 0.8015686274509805; 0.7933491686460807; 0.8391959798994975; 0.7854516484863341; 0.8261487446707722; 0.8642220019821606; 0.8183622373906846
ensemble_model_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; 8; svd_reconstruct; svdne; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.84782609 0.83043478 0.84210526 0.8245614  0.8377193 ]; 0.8031496062992126; 0.7847769028871391; 0.8525708289611752; 0.892361111111111; 0.8986013986013986; 0.8916083916083917; 0.810126582278481; 0.7804878048780488; 0.8050166297117517; 0.7842105263157894; 0.7967914438502673; 0.7849936600694637; 0.8541774779449921; 0.8537344398340249; 0.852557241148435
ensemble_model_v2_N8_B146_E154_nb_zones_8_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.84615385 0.80769231 0.84615385 0.79741379 0.81034483]; 0.8350515463917526; 0.7938144329896907; 0.8424304840370752; 0.8591304347826086; 0.8473413379073756; 0.8610634648370498; 0.836734693877551; 0.8817204301075269; 0.8368998190141596; 0.817351598173516; 0.895; 0.7905851063829787; 0.8454545454545455; 0.8637770897832817; 0.8424743619522781
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; 10; svd_reconstruct; svd; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.83116883 0.80194805 0.78246753 0.81168831 0.80718954]; 0.8353221957040573; 0.847255369928401; 0.819023569023569; 0.8272251308900523; 0.9245773732119635; 0.8068920676202862; 0.847682119205298; 0.8888888888888888; 0.8336070060207991; 0.8518518518518519; 0.9064039408866995; 0.8490353037766831; 0.8348694316436251; 0.914983164983165; 0.819023569023569
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; 10; svd_reconstruct; svd; 1494; 498; 498; 0.6; 0.2; 0.2; [0.81333333 0.87       0.84899329 0.83557047 0.82550336]; 0.8095238095238095; 0.8253968253968254; 0.8973063973063973; 0.9413427561837456; 0.891566265060241; 0.9444444444444444; 0.8306451612903225; 0.9196428571428571; 0.8077476958525345; 0.8425357873210634; 0.9493087557603687; 0.8273329493087558; 0.8983333333333333; 0.9074074074074074; 0.8973063973063973
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.81456954 0.84437086 0.81125828 0.82781457 0.83      ]; 0.8410138248847926; 0.8087557603686636; 0.8960437710437711; 0.9355057705363204; 0.9137931034482759; 0.937002652519894; 0.8470066518847005; 0.880184331797235; 0.8410138248847925; 0.8167770419426048; 0.8525345622119815; 0.8087557603686636; 0.8960875052587295; 0.8964646464646465; 0.8960437710437712
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; 10; svd_reconstruct; svdn; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.88741722 0.85666667 0.87333333 0.88333333 0.87333333]; 0.7963386727688787; 0.7322654462242563; 0.835016835016835; 0.881679389312977; 0.9227696404793608; 0.8761651131824234; 0.8304761904761905; 0.9688888888888889; 0.7910482180293501; 0.7701375245579568; 0.9245283018867925; 0.7378197064989518; 0.849577897160399; 0.9318181818181818; 0.8350168350168349
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; 10; svd_reconstruct; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.8557047  0.84563758 0.82214765 0.7972973  0.82094595]; 0.8471910112359551; 0.8314606741573034; 0.8392255892255892; 0.8555891238670695; 0.9528936742934051; 0.8391655450874833; 0.8589211618257262; 0.9118942731277533; 0.8458553934446106; 0.8373101952277657; 0.8853211009174312; 0.8325283918684072; 0.8529638183217861; 0.9326599326599326; 0.8392255892255892
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.79865772 0.82214765 0.83221477 0.83221477 0.86912752]; 0.8239277652370203; 0.8397291196388262; 0.8577441077441077; 0.8823895457373988; 0.9516778523489933; 0.8731543624161074; 0.8251121076233184; 0.8761904761904762; 0.82650725526262; 0.8553971486761711; 0.9012875536480687; 0.83635806253832; 0.8671383647798742; 0.9284511784511784; 0.8577441077441077
svm_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; 10; svd_reconstruct; svdne; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.80921053 0.82236842 0.81788079 0.83774834 0.84768212]; 0.8352668213457076; 0.8167053364269141; 0.8312289562289562; 0.8402291534054742; 0.8718626155878467; 0.8342140026420078; 0.8305489260143198; 0.7909090909090909; 0.8362128392934081; 0.8149882903981264; 0.8246445497630331; 0.8168677294269711; 0.8340918494000829; 0.8484848484848485; 0.8312289562289563
ensemble_model_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; 10; svd_reconstruct; svdne; 1506; 502; 502; 0.6; 0.2; 0.2; [0.8013245  0.84437086 0.81788079 0.84666667 0.80333333]; 0.774712643678161; 0.8045977011494253; 0.8337542087542088; 0.8635778635778636; 0.8911022576361222; 0.8592297476759628; 0.772093023255814; 0.7980769230769231; 0.7756904439173162; 0.8179871520342612; 0.8414096916299559; 0.8029163842765163; 0.8388412892696858; 0.8653198653198653; 0.8337542087542088
ensemble_model_v2_N8_B146_E154_nb_zones_10_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.77891156 0.75684932 0.80821918 0.84931507 0.86643836]; 0.8030634573304157; 0.8446389496717724; 0.8484848484848485; 0.8636052090472928; 0.8618331053351573; 0.8638850889192887; 0.8255813953488372; 0.9383259911894273; 0.8039456042903659; 0.8588469184890656; 0.9391304347826087; 0.8440145565983528; 0.8547215496368039; 0.8914141414141414; 0.8484848484848485
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; 12; svd_reconstruct; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.79213483 0.84550562 0.83426966 0.80898876 0.85310734]; 0.8260869565217391; 0.8561872909698997; 0.9196127946127947; 0.9435294117647058; 0.9021372328458943; 0.9460067491563555; 0.8231292517006802; 0.8897058823529411; 0.8313560086611331; 0.8739002932551321; 0.9141104294478528; 0.8504375676651029; 0.9182012847965738; 0.9023569023569024; 0.9196127946127945
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; 12; svd_reconstruct; svd; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.81534091 0.81534091 0.81534091 0.79428571 0.84      ]; 0.8709677419354839; 0.8774193548387097; 0.9326599326599326; 0.951015531660693; 0.9066059225512528; 0.9533029612756264; 0.8773006134969327; 0.9285714285714286; 0.8713369963369964; 0.8841463414634148; 0.9294871794871795; 0.8770812520812521; 0.9312714776632302; 0.9124579124579124; 0.9326599326599326
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svd; 8; 146; 154; zones; svd_reconstruct; svd; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.78197674 0.8255814  0.75581395 0.78488372 0.81871345]; 0.8753799392097265; 0.8601823708206687; 0.9179292929292929; 0.9350180505415162; 0.9045401629802096; 0.9371362048894063; 0.8655737704918033; 0.8741721854304636; 0.8752883399062431; 0.8700564971751412; 0.8651685393258427; 0.8597365875437162; 0.9159844894442051; 0.8947811447811448; 0.9179292929292929
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; 12; svd_reconstruct; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.82485876 0.8079096  0.84180791 0.8220339  0.82768362]; 0.8745874587458746; 0.8613861386138614; 0.8371212121212122; 0.8445569620253165; 0.9423728813559322; 0.8265536723163842; 0.8750000000000001; 0.910958904109589; 0.8758616176598901; 0.8727272727272727; 0.9171974522292994; 0.8592836576214989; 0.8516673054810272; 0.9351851851851852; 0.837121212121212
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; 12; svd_reconstruct; svdn; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.81318681 0.80494505 0.84615385 0.84615385 0.83241758]; 0.8453237410071942; 0.8381294964028777; 0.8421717171717171; 0.8548305513404149; 0.9285714285714286; 0.8423076923076923; 0.8634920634920635; 0.9927007299270073; 0.8474141947507378; 0.8623853211009175; 1.0; 0.8357664233576643; 0.8568155784650631; 0.9444444444444444; 0.8421717171717171
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svdn; 8; 146; 154; zones; svd_reconstruct; svdn; 1872; 624; 624; 0.6; 0.2; 0.2; [0.86702128 0.87967914 0.89839572 0.87700535 0.87967914]; 0.7142857142857143; 0.6984126984126984; 0.8543771043771043; 0.900100908173562; 0.9529914529914529; 0.8942307692307692; 0.7777777777777777; 0.9402985074626866; 0.6989628130533772; 0.7414965986394557; 0.923728813559322; 0.711864406779661; 0.8669230769230769; 0.9486531986531986; 0.8543771043771043
svm_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; 12; svd_reconstruct; svdne; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.81395349 0.84011628 0.85087719 0.82748538 0.81578947]; 0.8398791540785498; 0.8338368580060423; 0.8324915824915825; 0.8415300546448088; 0.8984830805134189; 0.8308051341890316; 0.8203389830508474; 0.8066666666666666; 0.8370349907918968; 0.8433048433048432; 0.8176795580110497; 0.8355064456721916; 0.8392568659127625; 0.8745791245791246; 0.8324915824915826
ensemble_model_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; 12; svd_reconstruct; svdne; 1800; 600; 600; 0.6; 0.2; 0.2; [0.84722222 0.86944444 0.81944444 0.82222222 0.86111111]; 0.7708333333333334; 0.7395833333333334; 0.835016835016835; 0.864397622906537; 0.8888888888888888; 0.8605555555555555; 0.7898089171974522; 0.8551724137931035; 0.7702435495538944; 0.7540983606557377; 0.8041958041958042; 0.7400289365806607; 0.8412955465587045; 0.8745791245791246; 0.835016835016835
ensemble_model_v2_N8_B146_E154_nb_zones_12_svd_reconstruct_svdne; 8; 146; 154; zones; svd_reconstruct; svdne; 1876; 625; 625; 0.600127959053103; 0.1999360204734485; 0.1999360204734485; [0.78457447 0.81914894 0.80585106 0.78342246 0.82620321]; 0.828; 0.82; 0.8594276094276094; 0.8733264675592173; 0.9040511727078892; 0.8688699360341152; 0.8138528138528139; 0.7642276422764228; 0.8269957109019909; 0.8034934497816595; 0.7244094488188977; 0.8215543179053838; 0.8609492089925063; 0.8703703703703703; 0.8594276094276094
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; 4; svd_reconstruct; svd; 630; 210; 210; 0.6; 0.2; 0.2; [0.76984127 0.8015873  0.6984127  0.73809524 0.71428571]; 0.6904761904761905; 0.7952380952380952; 0.7438095238095238; 0.6933333333333332; 0.5777777777777777; 0.7444444444444445; 0.6560846560846562; 0.5299145299145299; 0.7111938240970498; 0.7675675675675676; 0.7029702970297029; 0.7918521209919157; 0.7007786429365963; 0.5909943714821764; 0.7461741683329645
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; 4; svd_reconstruct; svd; 564; 188; 188; 0.6; 0.2; 0.2; [0.6754386  0.71052632 0.67857143 0.66964286 0.74107143]; 0.8297872340425532; 0.7606382978723404; 0.7861702127659574; 0.7316017316017316; 0.599290780141844; 0.7801418439716311; 0.7894736842105262; 0.7142857142857143; 0.8186813186813188; 0.7272727272727272; 0.6521739130434783; 0.7583786231884059; 0.741976893453145; 0.631004366812227; 0.7823071626592256
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 692; 230; 230; 0.6006944444444444; 0.1996527777777778; 0.1996527777777778; [0.70714286 0.70289855 0.74637681 0.73913043 0.73913043]; 0.7478260869565218; 0.7695652173913043; 0.7760416666666666; 0.7495741056218059; 0.6358381502890174; 0.7875722543352601; 0.6547619047619048; 0.5555555555555556; 0.724342663273961; 0.6900584795321637; 0.5728155339805825; 0.7509746961241495; 0.7213822894168466; 0.6094890510948905; 0.7683206844878426
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; 4; svd_reconstruct; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.76612903 0.71774194 0.63114754 0.70491803 0.73770492]; 0.5980392156862745; 0.6274509803921569; 0.7837573385518591; 0.8968903436988543; 0.8925081433224755; 0.8973941368078175; 0.6019417475728156; 0.5585585585585585; 0.6018599244405696; 0.6082474226804124; 0.6210526315789474; 0.6270400772573635; 0.781404549950544; 0.7699805068226121; 0.7838114714859623
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; 4; svd_reconstruct; svdn; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.69827586 0.71551724 0.71052632 0.71929825 0.63157895]; 0.6649214659685864; 0.6963350785340314; 0.7782426778242678; 0.8381294964028776; 0.8118466898954704; 0.843205574912892; 0.6483516483516483; 0.6629213483146067; 0.6647940074906369; 0.7339449541284403; 0.7766990291262136; 0.6894858781994704; 0.7782426778242678; 0.7766179540709812; 0.7782460839537296
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.64285714 0.68548387 0.77419355 0.65322581 0.68548387]; 0.6376811594202898; 0.5603864734299517; 0.7461389961389961; 0.8353140916808149; 0.7909967845659164; 0.8440514469453377; 0.6376811594202899; 0.673469387755102; 0.6394869874555327; 0.5991189427312775; 0.6415094339622641; 0.5583784793573696; 0.7429130009775171; 0.7378640776699029; 0.7460913478560648
svm_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; 4; svd_reconstruct; svdne; 576; 192; 192; 0.6; 0.2; 0.2; [0.70689655 0.79310345 0.70689655 0.69298246 0.76315789]; 0.65625; 0.7239583333333334; 0.746875; 0.7256637168141593; 0.5694444444444444; 0.7847222222222222; 0.6206896551724137; 0.5094339622641509; 0.6733216322948662; 0.624113475177305; 0.5176470588235295; 0.7027487630566245; 0.6831812255541069; 0.5469728601252609; 0.7464594030356034
ensemble_model_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; 4; svd_reconstruct; svdne; 612; 204; 204; 0.6; 0.2; 0.2; [0.76612903 0.74590164 0.8442623  0.81967213 0.80327869]; 0.7450980392156863; 0.6372549019607843; 0.7686274509803922; 0.7916666666666666; 0.6830065359477124; 0.8202614379084967; 0.7078651685393257; 0.6057692307692307; 0.7478846153846154; 0.5316455696202532; 0.4117647058823529; 0.6372549019607843; 0.7268518518518519; 0.61328125; 0.7692390501968505
ensemble_model_v2_N8_B192_E200_nb_zones_4_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.66363636 0.70909091 0.75454545 0.73636364 0.68181818]; 0.6830601092896175; 0.726775956284153; 0.7489082969432315; 0.7227272727272727; 0.5781818181818181; 0.7781818181818181; 0.6375; 0.53125; 0.690912356321839; 0.6621621621621622; 0.5632183908045977; 0.7191091954022989; 0.6925133689839573; 0.5655021834061136; 0.7489082969432315
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; 6; svd_reconstruct; svd; 852; 284; 284; 0.6; 0.2; 0.2; [0.81976744 0.79411765 0.8        0.75882353 0.75882353]; 0.6866197183098591; 0.6936619718309859; 0.7725352112676056; 0.7920792079207921; 0.6572769953051644; 0.8274647887323944; 0.6615969581749049; 0.5686274509803921; 0.6965274659482114; 0.6533864541832669; 0.5694444444444444; 0.6954365079365079; 0.7354627354627354; 0.6210235131396957; 0.7753611109457446
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; 6; svd_reconstruct; svd; 782; 260; 260; 0.6006144393241167; 0.19969278033794163; 0.19969278033794163; [0.74050633 0.73717949 0.73076923 0.75       0.78205128]; 0.7576923076923077; 0.7423076923076923; 0.7680491551459293; 0.7261146496815287; 0.5831202046035806; 0.7800511508951407; 0.7385892116182571; 0.6496350364963503; 0.7638419084920776; 0.6968325791855204; 0.616; 0.7376296296296296; 0.7229357798165138; 0.6033690658499234; 0.7685566438648693
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 834; 278; 278; 0.6; 0.2; 0.2; [0.66071429 0.69047619 0.70481928 0.74096386 0.76506024]; 0.7410071942446043; 0.7302158273381295; 0.7561151079136691; 0.7192982456140352; 0.5899280575539568; 0.7697841726618705; 0.7142857142857142; 0.6293706293706294; 0.7443149443149444; 0.7058823529411765; 0.6122448979591837; 0.737420158903256; 0.7153652392947104; 0.6025459688826026; 0.7588132479844931
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; 6; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.703125   0.63020833 0.71354167 0.703125   0.70833333]; 0.625; 0.625; 0.678125; 0.7150259067357513; 0.71875; 0.7135416666666666; 0.5833333333333334; 0.5957446808510638; 0.621894686794247; 0.5945945945945946; 0.55; 0.625; 0.6675274370561652; 0.6619718309859155; 0.6777502622573045
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; 6; svd_reconstruct; svdn; 1004; 334; 334; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.73762376 0.6980198  0.71       0.67       0.7       ]; 0.6616766467065869; 0.6017964071856288; 0.7858851674641149; 0.8840579710144928; 0.850597609561753; 0.8884462151394422; 0.6834733893557422; 0.7134502923976608; 0.6604061277939224; 0.6295264623955432; 0.6932515337423313; 0.6039357083916335; 0.7871581450653984; 0.7918660287081339; 0.7858851674641147
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.69473684 0.67368421 0.66315789 0.61702128 0.57978723]; 0.5873015873015873; 0.6063492063492063; 0.7277918781725888; 0.798154555940023; 0.7315010570824524; 0.8150105708245242; 0.5911949685534591; 0.6103896103896104; 0.5878035008469792; 0.6309523809523809; 0.6127167630057804; 0.6056541561507776; 0.717948717948718; 0.6825; 0.7284922680412372
svm_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; 6; svd_reconstruct; svdne; 852; 284; 284; 0.6; 0.2; 0.2; [0.72093023 0.72352941 0.66470588 0.7        0.67647059]; 0.7464788732394366; 0.7323943661971831; 0.7190140845070423; 0.6096423017107309; 0.460093896713615; 0.7053990610328638; 0.7073170731707317; 0.6214285714285714; 0.7447420634920635; 0.680672268907563; 0.5827338129496403; 0.7292979409575787; 0.6459627329192545; 0.5163120567375886; 0.7175965878093538
ensemble_model_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; 6; svd_reconstruct; svdne; 816; 272; 272; 0.6; 0.2; 0.2; [0.78658537 0.73170732 0.75609756 0.72839506 0.75925926]; 0.7389705882352942; 0.7426470588235294; 0.7713235294117647; 0.7400611620795107; 0.5931372549019608; 0.7916666666666667; 0.7193675889328064; 0.6946564885496184; 0.7373991662606247; 0.7200000000000001; 0.6521739130434783; 0.7439974042829332; 0.7312013828867762; 0.6248153618906942; 0.770680008910208
ensemble_model_v2_N8_B192_E200_nb_zones_6_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 864; 288; 288; 0.6; 0.2; 0.2; [0.77011494 0.73563218 0.75581395 0.69767442 0.81395349]; 0.7604166666666666; 0.8159722222222222; 0.8548611111111111; 0.8919254658385093; 0.8310185185185185; 0.8993055555555556; 0.7578947368421053; 0.7448275862068966; 0.7605256812153365; 0.78714859437751; 0.7538461538461538; 0.8104673807205452; 0.8439133681852127; 0.7991513437057991; 0.8538730797655871
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; 8; svd_reconstruct; svd; 1182; 394; 394; 0.6; 0.2; 0.2; [0.66806723 0.68644068 0.65677966 0.67372881 0.68220339]; 0.7690355329949239; 0.7868020304568528; 0.7771573604060914; 0.7124183006535948; 0.5532994923857868; 0.7766497461928934; 0.7362318840579711; 0.6381909547738693; 0.770377528668986; 0.7627118644067796; 0.6818181818181818; 0.7873376623376623; 0.7285095856524427; 0.5961538461538461; 0.7777103242989191
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; 8; svd_reconstruct; svd; 1096; 365; 365; 0.6002190580503833; 0.19989047097480833; 0.19989047097480833; [0.77727273 0.72727273 0.75909091 0.76146789 0.74311927]; 0.6986301369863014; 0.6794520547945205; 0.7393209200438116; 0.7230255839822024; 0.593065693430657; 0.7728102189781022; 0.6706586826347306; 0.6511627906976745; 0.6960477165923604; 0.6377708978328173; 0.5628415300546448; 0.6797724133789708; 0.6940874035989718; 0.5980066445182725; 0.7377898878062651
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 1118; 372; 372; 0.6004296455424275; 0.19978517722878625; 0.19978517722878625; [0.81696429 0.80357143 0.74107143 0.74553571 0.73423423]; 0.7473118279569892; 0.7338709677419355; 0.776047261009667; 0.7685950413223142; 0.6654740608228981; 0.7996422182468694; 0.7098765432098766; 0.6149732620320856; 0.7480271715565833; 0.6876971608832808; 0.5767195767195767; 0.7364472200537774; 0.7408328154133003; 0.6374331550802139; 0.7766453801291037
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; 8; svd_reconstruct; svdn; 1340; 446; 446; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.63059701 0.62313433 0.67537313 0.60074627 0.64179104]; 0.6412556053811659; 0.6076233183856502; 0.6890681003584229; 0.7404193781634129; 0.764179104477612; 0.7320895522388059; 0.6624472573839663; 0.6855895196506551; 0.6400297828668022; 0.631578947368421; 0.6696428571428571; 0.6073439510939511; 0.702401372212693; 0.7292965271593945; 0.6888141788186511
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; 8; svd_reconstruct; svdn; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.69196429 0.66216216 0.63963964 0.66666667 0.69369369]; 0.6108108108108108; 0.6351351351351351; 0.791036717062635; 0.9067357512953369; 0.9442446043165468; 0.9028776978417266; 0.6363636363636364; 0.6774193548387096; 0.6104488078541374; 0.6456692913385828; 0.6473684210526316; 0.6347953216374269; 0.7999999999999999; 0.8304721030042919; 0.7907795297630154
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.65517241 0.69396552 0.65086207 0.68534483 0.67826087]; 0.6139896373056994; 0.6580310880829016; 0.7533678756476684; 0.8329048843187661; 0.8393782383419689; 0.8316062176165803; 0.5962059620596206; 0.5882352941176471; 0.6132131244457583; 0.6842105263157894; 0.7114427860696517; 0.6557213930348258; 0.7563971340839305; 0.7642192347466391; 0.753345339076331
svm_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; 8; svd_reconstruct; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.70512821 0.74358974 0.69396552 0.72844828 0.68534483]; 0.75; 0.7036082474226805; 0.7185567010309278; 0.6506276150627615; 0.5343642611683849; 0.713058419243986; 0.7033639143730887; 0.5609756097560976; 0.7613621218179395; 0.6607669616519174; 0.5517241379310345; 0.7109972041006524; 0.6633785450061652; 0.5434343434343434; 0.7222434875066454
ensemble_model_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; 8; svd_reconstruct; svdne; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.80708661 0.71031746 0.74603175 0.71428571 0.75793651]; 0.7261904761904762; 0.7785714285714286; 0.7787821122740247; 0.7462981243830208; 0.5990491283676703; 0.7963549920760696; 0.7043701799485861; 0.6462264150943396; 0.7269593613933238; 0.7680798004987531; 0.7162790697674418; 0.7800907543959159; 0.7420965058236272; 0.6323251417769377; 0.7797641034555186
ensemble_model_v2_N8_B192_E200_nb_zones_8_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.69354839 0.73790323 0.76612903 0.73387097 0.7195122 ]; 0.7257281553398058; 0.7087378640776699; 0.7565470417070805; 0.7552320291173795; 0.6704361873990307; 0.7827140549273021; 0.654434250764526; 0.5487179487179488; 0.7167552877230297; 0.6721311475409837; 0.5565610859728507; 0.7206889199497761; 0.7198660714285714; 0.6231884057971014; 0.7570664521682684
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; 10; svd_reconstruct; svd; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.75477707 0.7388535  0.75477707 0.71656051 0.76923077]; 0.7599009900990099; 0.6831683168316832; 0.7643097643097643; 0.7326416600159616; 0.5854591836734694; 0.7863520408163266; 0.7172011661807579; 0.6243654822335025; 0.7566271855611957; 0.6701030927835052; 0.6280193236714976; 0.6845680374702666; 0.7177419354838709; 0.5993265993265994; 0.7643097643097644
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; 10; svd_reconstruct; svd; 1588; 529; 529; 0.600151171579743; 0.1999244142101285; 0.1999244142101285; [0.74842767 0.75471698 0.72641509 0.70440252 0.71835443]; 0.7563451776649747; 0.7614213197969543; 0.7622053872053872; 0.7228381374722838; 0.6158690176322418; 0.7638539042821159; 0.705521472392638; 0.6182795698924731; 0.7490436311000827; 0.7344632768361581; 0.625; 0.7694892473118279; 0.722085587801279; 0.6178451178451179; 0.7622053872053872
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 1404; 468; 468; 0.6; 0.2; 0.2; [0.70567376 0.73758865 0.73571429 0.74642857 0.78214286]; 0.7371794871794872; 0.7222222222222222; 0.7611111111111111; 0.7466887417218542; 0.6424501424501424; 0.782051282051282; 0.6962962962962963; 0.6; 0.7377682403433478; 0.6596858638743456; 0.5338983050847458; 0.7238457042665107; 0.7197994987468671; 0.6121057118499573; 0.7614941584099829
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; 10; svd_reconstruct; svdn; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.66339869 0.66776316 0.65131579 0.69078947 0.63815789]; 0.6604215456674473; 0.6510538641686182; 0.6725589225589226; 0.711217183770883; 0.783180026281209; 0.6819973718791066; 0.6827133479212255; 0.7188940092165899; 0.659447004608295; 0.6781857451403888; 0.7476190476190476; 0.6526113671274961; 0.7003081664098614; 0.7651515151515151; 0.6725589225589226
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; 10; svd_reconstruct; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.66556291 0.66887417 0.66333333 0.67       0.65      ]; 0.6238532110091743; 0.6697247706422018; 0.8068181818181818; 0.9040050858232676; 0.9454787234042553; 0.8996010638297872; 0.652542372881356; 0.6754385964912281; 0.6213731443994602; 0.68; 0.7355769230769231; 0.6726130229419702; 0.8160320641282565; 0.8569023569023569; 0.8068181818181818
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 1554; 518; 518; 0.6; 0.2; 0.2; [0.66666667 0.71794872 0.63870968 0.66774194 0.66774194]; 0.6496350364963503; 0.6155717761557178; 0.7815656565656566; 0.8606294155427104; 0.8622908622908623; 0.8603603603603603; 0.6828193832599119; 0.7142857142857143; 0.6458026509572902; 0.6238095238095238; 0.6752577319587629; 0.6187348567627916; 0.7865076100370217; 0.8047138047138047; 0.7815656565656566
svm_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; 10; svd_reconstruct; svdne; 1470; 490; 490; 0.6; 0.2; 0.2; [0.68027211 0.70068027 0.70408163 0.73129252 0.64285714]; 0.7196467991169978; 0.7549668874172185; 0.7247474747474747; 0.6474576271186442; 0.5197278911564626; 0.7170068027210883; 0.6817042606516291; 0.5528455284552846; 0.7353599622952751; 0.6706231454005935; 0.5458937198067633; 0.7383940143749264; 0.6586638830897704; 0.5311447811447811; 0.7247474747474748
ensemble_model_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; 10; svd_reconstruct; svdne; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.72535211 0.72535211 0.74647887 0.78169014 0.76408451]; 0.7230443974630021; 0.7082452431289641; 0.7476754015215553; 0.7243697478991596; 0.6070422535211267; 0.7690140845070422; 0.7133479212253829; 0.6626016260162602; 0.7255739407614341; 0.6650485436893203; 0.5982532751091703; 0.704864342472618; 0.7100534239922293; 0.6168776371308017; 0.747896904932886
ensemble_model_v2_N8_B192_E200_nb_zones_10_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.71283784 0.74662162 0.77364865 0.71959459 0.74829932]; 0.732739420935412; 0.7193763919821826; 0.7622053872053872; 0.7478260869565218; 0.6400541271989174; 0.7841677943166441; 0.6825396825396826; 0.5707964601769911; 0.7338287233620382; 0.6612903225806451; 0.5515695067264574; 0.7182626294694234; 0.7196029776674938; 0.6102693602693603; 0.7622053872053872
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; 12; svd_reconstruct; svd; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.72701149 0.70689655 0.77873563 0.70977011 0.75144509]; 0.7648902821316614; 0.7304075235109718; 0.7929292929292929; 0.7657466383581033; 0.622554660529344; 0.8095512082853856; 0.7126436781609196; 0.58125; 0.7654677672955975; 0.6324786324786325; 0.46540880503144655; 0.7295794025157232; 0.742138364779874; 0.5959595959595959; 0.792929292929293
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; 12; svd_reconstruct; svd; 1770; 590; 590; 0.6; 0.2; 0.2; [0.72316384 0.73728814 0.75988701 0.76836158 0.74011299]; 0.7425742574257426; 0.7425742574257426; 0.7680976430976431; 0.7413228552717746; 0.63954802259887; 0.7768361581920903; 0.6722689075630252; 0.5594405594405595; 0.7328452797202798; 0.7132352941176471; 0.60625; 0.7506774475524475; 0.7295041728031418; 0.6254208754208754; 0.7680976430976431
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svd; 8; 192; 200; zones; svd_reconstruct; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.77873563 0.73850575 0.80172414 0.7716763  0.77456647]; 0.6375; 0.696875; 0.7731481481481481; 0.7770177838577291; 0.6543778801843319; 0.8122119815668203; 0.6107382550335572; 0.5548780487804879; 0.6396185115697312; 0.6689419795221843; 0.6282051282051282; 0.6952001250781739; 0.737457379444715; 0.6372053872053872; 0.7731481481481481
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; 12; svd_reconstruct; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.63186813 0.64364641 0.68508287 0.63259669 0.62154696]; 0.6773049645390071; 0.6595744680851063; 0.6763468013468014; 0.6798679867986799; 0.6821192052980133; 0.6788079470198676; 0.6566037735849056; 0.635036496350365; 0.676138937830355; 0.6712328767123288; 0.6758620689655173; 0.6590989176944375; 0.6762105263157895; 0.6759259259259259; 0.6763468013468014
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; 12; svd_reconstruct; svdn; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.60982659 0.67630058 0.68023256 0.68313953 0.63372093]; 0.6809815950920245; 0.6779141104294478; 0.8143939393939394; 0.8593939393939393; 0.8225058004640371; 0.8654292343387471; 0.6886227544910181; 0.7098765432098766; 0.6811577838000603; 0.670846394984326; 0.6524390243902439; 0.6780713640469739; 0.8085106382978723; 0.7836700336700336; 0.8143939393939394
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svdn; 8; 192; 200; zones; svd_reconstruct; svdn; 1800; 600; 600; 0.6; 0.2; 0.2; [0.63333333 0.66111111 0.69722222 0.65833333 0.65277778]; 0.6006944444444444; 0.6319444444444444; 0.8026094276094277; 0.8702928870292888; 0.9244444444444444; 0.8622222222222222; 0.6483180428134557; 0.75177304964539; 0.6037776812852801; 0.6728395061728395; 0.7414965986394558; 0.6296135475466783; 0.8170113148653921; 0.8813131313131313; 0.8026094276094276
svm_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; 12; svd_reconstruct; svdne; 1782; 594; 594; 0.6; 0.2; 0.2; [0.72905028 0.74719101 0.69101124 0.72191011 0.71910112]; 0.7003367003367004; 0.7575757575757576; 0.7234848484848485; 0.6593406593406593; 0.5387205387205387; 0.7216610549943883; 0.611353711790393; 0.4827586206896552; 0.6953266787658803; 0.712; 0.5855263157894737; 0.7617286751361161; 0.6604651162790697; 0.5378787878787878; 0.7234848484848485
ensemble_model_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; 12; svd_reconstruct; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.71142857 0.73142857 0.73714286 0.7        0.75287356]; 0.7770700636942676; 0.7929936305732485; 0.7542087542087542; 0.7036303630363037; 0.6098398169336384; 0.7431350114416476; 0.75; 0.6402439024390244; 0.7834552845528454; 0.7547169811320754; 0.6666666666666666; 0.7876016260162602; 0.716504854368932; 0.6212121212121212; 0.7542087542087542
ensemble_model_v2_N8_B192_E200_nb_zones_12_svd_reconstruct_svdne; 8; 192; 200; zones; svd_reconstruct; svdne; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.73563218 0.7283237  0.70231214 0.75144509 0.75433526]; 0.7701863354037267; 0.717391304347826; 0.7605218855218855; 0.728494623655914; 0.625866050808314; 0.766743648960739; 0.7375886524822693; 0.6303030303030303; 0.7737502412661649; 0.6566037735849057; 0.554140127388535; 0.713433700057904; 0.7203931203931203; 0.617003367003367; 0.7605218855218856
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; 4; ica_diff; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.60714286 0.60909091 0.60909091 0.61818182 0.61818182]; 0.5978260869565217; 0.6413043478260869; 0.625; 0.7050359712230215; 0.8876811594202898; 0.6286231884057971; 0.6754385964912282; 0.8555555555555555; 0.6033096926713948; 0.753731343283582; 0.9099099099099099; 0.5713933111193386; 0.7103274559193954; 0.8867924528301887; 0.6149537884918438
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; 4; ica_diff; svd; 722; 240; 240; 0.6006655574043261; 0.19966722129783693; 0.19966722129783693; [0.9109589  0.92361111 0.9375     0.94444444 0.90972222]; 0.5458333333333333; 0.525; 0.8094841930116472; 0.9916434540389972; 0.9861495844875346; 0.9916897506925207; 0.5855513307984791; 0.6470588235294118; 0.5466699076324745; 0.5403225806451613; 0.5929203539823009; 0.5287436415580795; 0.8136696501220505; 0.8431703204047217; 0.8099267037163183
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.78571429 0.875      0.85714286 0.82727273 0.86363636]; 0.5297297297297298; 0.5621621621621622; 0.8056155507559395; 0.9782608695652174; 0.9712230215827338; 0.9784172661870503; 0.5953488372093023; 0.735632183908046; 0.5412854797091251; 0.6124401913875598; 0.6956521739130435; 0.5628798503973819; 0.8155737704918031; 0.8708971553610503; 0.8064507098766873
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; 4; ica_diff; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.9047619  0.86507937 0.9047619  0.85714286 0.88888889]; 0.49523809523809526; 0.5476190476190477; 0.7971428571428572; 0.9805825242718447; 0.9619047619047619; 0.980952380952381; 0.5826771653543307; 0.7551020408163265; 0.5114795918367346; 0.6303501945525293; 0.7788461538461539; 0.549800435413643; 0.8113374667847653; 0.8858800773694391; 0.7984747478779654
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; 4; ica_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.9469697  0.9469697  0.89393939 0.93939394 0.93939394]; 0.5590909090909091; 0.6; 0.8318181818181818; 1.0; 1.0; 1.0; 0.5975103734439834; 0.6206896551724138; 0.5555371352785146; 0.630252100840336; 0.6756756756756757; 0.5993057277460947; 0.8375768217734855; 0.8563734290843806; 0.831501631669262
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.87288136 0.85344828 0.81896552 0.87931034 0.92241379]; 0.6494845360824743; 0.5721649484536082; 0.8443298969072165; 1.0; 1.0; 1.0; 0.6964285714285715; 0.7722772277227723; 0.6442031299904184; 0.6375545851528385; 0.6822429906542056; 0.559512299924804; 0.8541062801932366; 0.8857715430861723; 0.8430980857681393
svm_model_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; 4; ica_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.75423729 0.76271186 0.8559322  0.81896552 0.8362069 ]; 0.5897435897435898; 0.5743589743589743; 0.7366803278688525; 0.853582554517134; 0.9351535836177475; 0.8395904436860068; 0.5652173913043479; 0.5148514851485149; 0.5925321255529808; 0.5202312138728324; 0.5232558139534884; 0.5689673565180285; 0.7427427427427428; 0.7729166666666667; 0.7372647849462366
ensemble_model_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; 4; ica_diff; svdne; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.89344262 0.85245902 0.92622951 0.90163934 0.90163934]; 0.5566502463054187; 0.625615763546798; 0.8238188976377953; 0.9786535303776682; 0.9770491803278688; 0.9786885245901639; 0.6538461538461537; 0.8095238095238095; 0.5476190476190477; 0.703125; 0.8256880733944955; 0.6096525473355456; 0.8408888888888888; 0.9113680154142582; 0.8218811908057208
ensemble_model_v2_N16_B0_E16_nb_zones_4_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.921875   0.9140625  0.859375   0.91269841 0.85714286]; 0.4811320754716981; 0.5330188679245284; 0.7886792452830189; 0.9760765550239234; 0.9622641509433962; 0.9764150943396227; 0.5736434108527132; 0.6607142857142857; 0.47035714285714286; 0.5822784810126582; 0.6509433962264151; 0.5330188679245284; 0.8003565062388591; 0.8376865671641791; 0.7881180927423947
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; 6; ica_diff; svd; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.73469388 0.62244898 0.60204082 0.64948454 0.60824742]; 0.6215384615384615; 0.56; 0.6223862238622386; 0.7238095238095238; 0.9344262295081968; 0.6434426229508197; 0.6771653543307086; 0.7962962962962963; 0.6220745285162462; 0.655421686746988; 0.8242424242424242; 0.5558712121212122; 0.7013618677042801; 0.8846625766871166; 0.6217394264446681
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; 6; ica_diff; svd; 900; 300; 300; 0.6; 0.2; 0.2; [0.88333333 0.87777778 0.87222222 0.84444444 0.88333333]; 0.5566666666666666; 0.5466666666666666; 0.8186666666666667; 0.9966555183946488; 0.9933333333333333; 0.9966666666666666; 0.6434316353887399; 0.7272727272727273; 0.5377104377104377; 0.6179775280898876; 0.7236842105263158; 0.5442745376955904; 0.8327183271832718; 0.8826597131681877; 0.8171825168842303
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.88888889 0.84831461 0.88202247 0.81460674 0.87078652]; 0.5050505050505051; 0.4612794612794613; 0.778600269179004; 0.9751693002257336; 0.968609865470852; 0.9753363228699552; 0.6352357320099256; 0.8205128205128205; 0.48827059465357336; 0.5979899497487438; 0.7880794701986755; 0.45568357071577614; 0.8049792531120332; 0.9017264276228419; 0.7769205125835902
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; 6; ica_diff; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.82417582 0.88461538 0.8        0.82222222 0.83333333]; 0.4850498338870432; 0.5182724252491694; 0.798140770252324; 0.9955849889624724; 0.9977876106194691; 0.995575221238938; 0.5658263305322129; 0.6688741721854304; 0.4844370860927153; 0.5892351274787535; 0.7323943661971831; 0.5297191956772079; 0.8118811881188119; 0.8805369127516779; 0.7990069583469297
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; 6; ica_diff; svdn; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.92168675 0.93373494 0.89156627 0.91566265 0.90361446]; 0.6231884057971014; 0.605072463768116; 0.8451519536903039; 0.9987937273823884; 0.9975903614457832; 0.9987951807228916; 0.6790123456790125; 0.7692307692307693; 0.6176980913823018; 0.6402640264026402; 0.751937984496124; 0.6140642303433002; 0.8530219780219779; 0.9039301310043668; 0.8454902453582985
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.92307692 0.86263736 0.91208791 0.9010989  0.86813187]; 0.5214521452145214; 0.594059405940594; 0.8218997361477572; 0.9977973568281938; 0.9956043956043956; 0.9978021978021978; 0.5337620578778134; 0.6058394160583942; 0.5288233224870283; 0.6238532110091743; 0.6580645161290323; 0.5925457715780297; 0.8253557567917206; 0.8540829986613119; 0.8223600949093296
svm_model_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; 6; ica_diff; svdne; 762; 254; 254; 0.6; 0.2; 0.2; [0.87012987 0.88157895 0.91447368 0.84868421 0.82236842]; 0.5354330708661418; 0.562992125984252; 0.768503937007874; 0.9178255372945638; 0.952755905511811; 0.9146981627296588; 0.6488095238095238; 0.8195488721804511; 0.5213446840241098; 0.615916955017301; 0.8165137614678899; 0.5944637772856691; 0.7923728813559322; 0.9004815409309791; 0.7709517441903737
ensemble_model_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; 6; ica_diff; svdne; 764; 254; 254; 0.60062893081761; 0.19968553459119498; 0.19968553459119498; [0.8961039  0.85714286 0.89473684 0.91447368 0.94078947]; 0.5551181102362205; 0.5551181102362205; 0.8168238993710691; 0.9908015768725361; 0.9869109947643979; 0.9908376963350786; 0.5461847389558232; 0.544; 0.5549457364341086; 0.5637065637065638; 0.5793650793650794; 0.5553075396825398; 0.8163908589440504; 0.8183254344391785; 0.8168309488314829
ensemble_model_v2_N16_B0_E16_nb_zones_6_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.88421053 0.84736842 0.87368421 0.84574468 0.87234043]; 0.5428571428571428; 0.546031746031746; 0.8052030456852792; 0.9787234042553192; 0.9725158562367865; 0.9788583509513742; 0.6043956043956045; 0.7692307692307693; 0.5619409660107334; 0.6246719160104985; 0.7212121212121212; 0.5372727272727273; 0.8178041543026705; 0.882202304737516; 0.8058810265825945
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; 8; ica_diff; svd; 1136; 378; 378; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.53947368 0.58333333 0.60087719 0.59734513 0.57964602]; 0.5873015873015873; 0.6058201058201058; 0.6020084566596194; 0.6725146198830408; 0.8098591549295775; 0.6056338028169015; 0.6303317535545024; 0.6717171717171717; 0.5830808080808081; 0.6443914081145585; 0.7336956521739131; 0.60911586732407; 0.6591217745586238; 0.7663157894736842; 0.6013107609788804
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; 8; ica_diff; svd; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.88135593 0.80932203 0.88135593 0.86440678 0.82905983]; 0.5561224489795918; 0.5459183673469388; 0.8134556574923547; 0.9880546075085324; 0.9830220713073005; 0.9881154499151105; 0.6692015209125475; 0.8712871287128713; 0.5461698801459093; 0.6496062992125984; 0.8505154639175257; 0.5489951056961366; 0.8340888485947415; 0.934010152284264; 0.812962087401088
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.86324786 0.85775862 0.79310345 0.84482759 0.86637931]; 0.5271317829457365; 0.537467700258398; 0.7933884297520661; 0.9673539518900343; 0.9690189328743546; 0.9672977624784853; 0.5793103448275863; 0.6631578947368421; 0.5295484905156291; 0.5788235294117647; 0.6507936507936508; 0.54004329004329; 0.8023715415019763; 0.8458333333333333; 0.7938183060109288
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; 8; ica_diff; svdn; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.87096774 0.86178862 0.90243902 0.86178862 0.85365854]; 0.6048780487804878; 0.5585365853658537; 0.8304093567251462; 0.9959382615759544; 0.9951298701298701; 0.9959415584415584; 0.6048780487804878; 0.6048780487804878; 0.6048780487804878; 0.5486284289276808; 0.5365853658536586; 0.5585365853658537; 0.8295788442703231; 0.8255360623781677; 0.8304093567251462
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; 8; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8875     0.87916667 0.89915966 0.89915966 0.91596639]; 0.5100502512562815; 0.5552763819095478; 0.8105527638190955; 0.9957947855340622; 0.9916247906197655; 0.9958123953098827; 0.5390070921985816; 0.6031746031746031; 0.5145059618743829; 0.607538802660754; 0.6650485436893204; 0.5512742718446602; 0.8172564226854095; 0.8497983870967742; 0.8106707366345595
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.94347826 0.9173913  0.93478261 0.94782609 0.93421053]; 0.5209424083769634; 0.6020942408376964; 0.8247907949790795; 1.0; 1.0; 1.0; 0.585034013605442; 0.6789473684210526; 0.521765350877193; 0.6481481481481481; 0.7650273224043715; 0.6086443144685174; 0.8342404750123701; 0.8901795142555439; 0.8254006379567874
svm_model_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; 8; ica_diff; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.79338843 0.78512397 0.80578512 0.83057851 0.81818182]; 0.6650124069478908; 0.6426799007444168; 0.7633928571428571; 0.82842287694974; 0.7900826446280992; 0.8363636363636364; 0.6952595936794582; 0.7897435897435897; 0.6689102564102565; 0.68; 0.7391304347826086; 0.6399733806566105; 0.7669760625305326; 0.7795431976166832; 0.7634088634267758
ensemble_model_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; 8; ica_diff; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.87295082 0.87295082 0.85245902 0.85950413 0.7892562 ]; 0.654320987654321; 0.6222222222222222; 0.8405725567620927; 0.9748743718592965; 0.9572368421052632; 0.9753289473684211; 0.6634615384615385; 0.647887323943662; 0.6546728286384976; 0.5984251968503937; 0.5816326530612245; 0.6209598672004687; 0.8377699648417881; 0.8200589970501475; 0.8406538790999003
ensemble_model_v2_N16_B0_E16_nb_zones_8_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 1236; 412; 412; 0.6; 0.2; 0.2; [0.875      0.86290323 0.84677419 0.87398374 0.84552846]; 0.5946601941747572; 0.5606796116504854; 0.8121359223300971; 0.9686746987951808; 0.9757281553398058; 0.9684466019417476; 0.6806883365200765; 0.7911111111111111; 0.5746999405822935; 0.6343434343434343; 0.8306878306878307; 0.5812631978551261; 0.828988068935042; 0.9089147286821705; 0.8119476367146261
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; 10; ica_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.63605442 0.67687075 0.70748299 0.69387755 0.70408163]; 0.5275938189845475; 0.5496688741721855; 0.6388888888888888; 0.7349397590361447; 0.8299319727891157; 0.7006802721088435; 0.610909090909091; 0.7368421052631579; 0.5261988304093568; 0.6179775280898877; 0.7333333333333333; 0.5508771929824562; 0.6873177842565598; 0.7937710437710438; 0.6388888888888888
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; 10; ica_diff; svd; 1424; 474; 474; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.82867133 0.86713287 0.85211268 0.8415493  0.83098592]; 0.540084388185654; 0.5780590717299579; 0.8170320404721754; 0.9886845827439886; 0.9817415730337079; 0.9887640449438203; 0.6134751773049646; 0.7688888888888888; 0.5511111111111111; 0.6551724137931034; 0.7661290322580645; 0.5689052240936341; 0.8303362001563721; 0.8962025316455696; 0.8170987384428354
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 1374; 458; 458; 0.6; 0.2; 0.2; [0.86231884 0.86231884 0.87226277 0.81751825 0.83211679]; 0.6026200873362445; 0.5938864628820961; 0.825764192139738; 0.9773226042428675; 0.9723435225618632; 0.977438136826783; 0.6270491803278687; 0.6860986547085202; 0.6047514550138345; 0.6381322957198444; 0.6978723404255319; 0.5910886365804789; 0.8315745040101309; 0.8602620087336245; 0.8257641921397381
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; 10; ica_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.92176871 0.9047619  0.91836735 0.89726027 0.91438356]; 0.49230769230769234; 0.5340659340659341; 0.8135521885521886; 1.0; 1.0; 1.0; 0.5882352941176471; 0.7432432432432432; 0.49823106368170744; 0.6074074074074074; 0.703862660944206; 0.529859258400031; 0.8274250097389949; 0.8939393939393939; 0.8135521885521886
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; 10; ica_diff; svdn; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.9248366  0.90849673 0.88888889 0.89144737 0.92763158]; 0.5152941176470588; 0.48705882352941177; 0.8207070707070707; 0.9986893840104849; 0.9986893840104849; 0.9986893840104849; 0.5296803652968036; 0.5576923076923077; 0.516173342786246; 0.488262910798122; 0.4792626728110599; 0.48722749025168377; 0.8217573221757322; 0.8265993265993266; 0.8207070707070707
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.9295302  0.93288591 0.9295302  0.93288591 0.91610738]; 0.5485327313769752; 0.49887133182844245; 0.821969696969697; 0.9993284083277367; 0.9986577181208054; 0.9993288590604027; 0.6587030716723549; 0.8976744186046511; 0.5584863321093432; 0.6348684210526316; 0.8464912280701754; 0.4883618931048552; 0.8423406634364519; 0.9511784511784511; 0.8219696969696969
svm_model_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; 10; ica_diff; svdne; 1394; 464; 464; 0.6003445305770887; 0.19982773471145565; 0.19982773471145565; [0.8        0.80714286 0.81654676 0.81294964 0.76978417]; 0.6379310344827587; 0.6400862068965517; 0.7596899224806202; 0.8314436885865457; 0.7890961262553802; 0.8400286944045912; 0.6093023255813954; 0.5900900900900901; 0.635954135954136; 0.6297117516629711; 0.5772357723577236; 0.6441224733348252; 0.7468239564428312; 0.7064377682403433; 0.7598740267303705
ensemble_model_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; 10; ica_diff; svdne; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.86842105 0.875      0.86184211 0.87748344 0.85430464]; 0.6093023255813953; 0.6255813953488372; 0.8531144781144782; 0.9867197875166003; 0.9802110817941952; 0.9868073878627968; 0.5692307692307692; 0.5260663507109005; 0.6077820338029388; 0.6004962779156328; 0.5525114155251142; 0.6269666082364909; 0.8481948673336234; 0.8207070707070707; 0.853114478114478
ensemble_model_v2_N16_B0_E16_nb_zones_10_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [0.86942675 0.89808917 0.875      0.86538462 0.86217949]; 0.6133004926108374; 0.5714285714285714; 0.8409090909090909; 0.9698524695317511; 0.9667519181585678; 0.9699488491048593; 0.6878727634194831; 0.8480392156862745; 0.6121384197243254; 0.6666666666666665; 0.8613861386138614; 0.5728499320520286; 0.8537151702786377; 0.9284511784511784; 0.8409090909090908
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; 12; ica_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.65833333 0.66944444 0.66111111 0.68156425 0.65642458]; 0.5344827586206896; 0.5103448275862069; 0.6439393939393939; 0.7104325699745546; 0.77728285077951; 0.6831848552338529; 0.5768025078369905; 0.6388888888888888; 0.5351978691019786; 0.5534591194968553; 0.6027397260273972; 0.5097031963470319; 0.6748654880860877; 0.7390572390572391; 0.643939393939394
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; 12; ica_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.78813559 0.8079096  0.86931818 0.85795455 0.85227273]; 0.5228758169934641; 0.5261437908496732; 0.8695286195286195; 0.9891117478510029; 0.9784580498866213; 0.9892290249433107; 0.5966850828729281; 0.7248322147651006; 0.5280212029239516; 0.5938375350140056; 0.6751592356687898; 0.5221433762236567; 0.8741883116883118; 0.9065656565656566; 0.8695286195286196
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svd; 16; 0; 16; zones; ica_diff; svd; 1842; 614; 614; 0.6; 0.2; 0.2; [0.85135135 0.88858696 0.88043478 0.9076087  0.88315217]; 0.5767790262172284; 0.48314606741573035; 0.8796296296296297; 0.9808847624249044; 0.9750271444082519; 0.9809989142236699; 0.6195286195286194; 0.6388888888888888; 0.5714769647696477; 0.46923076923076923; 0.4959349593495935; 0.4840785907859078; 0.8802345058626467; 0.8846801346801347; 0.8796296296296297
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; 12; ica_diff; svdn; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.88068182 0.89204545 0.89714286 0.88285714 0.88571429]; 0.5144694533762058; 0.5144694533762058; 0.8716329966329966; 0.9982886480319452; 0.9977194982896237; 0.9982896237172179; 0.6343825665859564; 0.8291139240506329; 0.5093282038553818; 0.6253101736972705; 0.8235294117647058; 0.5193596425912137; 0.8812767613857533; 0.9528619528619529; 0.8716329966329966
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; 12; ica_diff; svdn; 1882; 627; 627; 0.6001275510204082; 0.19993622448979592; 0.19993622448979592; [0.91005291 0.90957447 0.88031915 0.90957447 0.89893617]; 0.5708502024291497; 0.6072874493927125; 0.9141414141414141; 0.9994683678894205; 0.9989373007438895; 0.9994686503719448; 0.636986301369863; 0.7209302325581395; 0.5638549467875443; 0.6711864406779661; 0.8389830508474576; 0.61716594402838; 0.9173419773095625; 0.9528619528619529; 0.9141414141414141
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svdn; 16; 0; 16; zones; ica_diff; svdn; 1860; 620; 620; 0.6; 0.2; 0.2; [0.93010753 0.91935484 0.91397849 0.93010753 0.8844086 ]; 0.562015503875969; 0.6356589147286822; 0.9124579124579124; 0.999462654486835; 1.0; 0.9994623655913978; 0.5533596837944664; 0.5645161290322581; 0.5621088107847857; 0.6618705035971223; 0.6865671641791045; 0.6336061627347135; 0.9130434782608695; 0.9191919191919192; 0.9124579124579124
svm_model_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; 12; ica_diff; svdne; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.80232558 0.84593023 0.78197674 0.78488372 0.77325581]; 0.5884146341463414; 0.6189024390243902; 0.7664141414141414; 0.8204503956177723; 0.7837209302325582; 0.8284883720930234; 0.5794392523364487; 0.5568862275449101; 0.5890021199836353; 0.6153846153846154; 0.6211180124223602; 0.6189422397441142; 0.7575360419397117; 0.7297979797979798; 0.7664141414141413
ensemble_model_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; 12; ica_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.87016575 0.84530387 0.85555556 0.85       0.84722222]; 0.6748251748251748; 0.6293706293706294; 0.8977272727272727; 0.9755283648498332; 0.9722838137472284; 0.9756097560975608; 0.7350427350427351; 0.8775510204081632; 0.6689913375422112; 0.6845238095238094; 0.8273381294964028; 0.6347575001223511; 0.9022132796780683; 0.9436026936026936; 0.8977272727272727
ensemble_model_v2_N16_B0_E16_nb_zones_12_ica_diff_svdne; 16; 0; 16; zones; ica_diff; svdne; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.87431694 0.87704918 0.87431694 0.90163934 0.87912088]; 0.5182481751824818; 0.5693430656934306; 0.8737373737373737; 0.9723756906077348; 0.962800875273523; 0.9726477024070023; 0.5657894736842105; 0.688; 0.5319194630872484; 0.6424242424242425; 0.7114093959731543; 0.5557046979865772; 0.8772504091653027; 0.9023569023569024; 0.8737373737373737
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; 4; ica_diff; svd; 636; 212; 212; 0.6; 0.2; 0.2; [0.796875   0.8359375  0.765625   0.8015873  0.77777778]; 0.7877358490566038; 0.7311320754716981; 0.7867924528301887; 0.7869415807560137; 0.720125786163522; 0.8050314465408805; 0.7738693467336684; 0.7549019607843137; 0.7865418894830659; 0.7298578199052133; 0.6814159292035398; 0.7346473585411638; 0.7721774193548386; 0.7185741088180112; 0.7871807925494231
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; 4; ica_diff; svd; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.93636364 0.95454545 0.93518519 0.92592593 0.88888889]; 0.7734806629834254; 0.7734806629834254; 0.8995584988962473; 0.9834254143646408; 0.9816176470588235; 0.9834558823529411; 0.7980295566502463; 0.9; 0.7741758241758241; 0.8093023255813954; 0.9354838709677419; 0.7688782991202346; 0.9053069719042665; 0.9560439560439561; 0.8993080090641067
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.94642857 0.98214286 0.97321429 0.91818182 0.96363636]; 0.8108108108108109; 0.8162162162162162; 0.9233261339092873; 0.996389891696751; 0.9928057553956835; 0.9964028776978417; 0.8372093023255814; 0.9090909090909091; 0.8033826638477801; 0.8089887640449439; 0.8571428571428571; 0.8196605374823197; 0.925026399155227; 0.9501084598698482; 0.9234413267091176
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; 4; ica_diff; svdn; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.91346154 0.95192308 0.93137255 0.92156863 0.95098039]; 0.6549707602339181; 0.6081871345029239; 0.8422897196261683; 0.9825918762088974; 0.9883268482490273; 0.9824902723735408; 0.7445887445887447; 0.9555555555555556; 0.6382716049382717; 0.6995515695067265; 0.8297872340425532; 0.5837247858524455; 0.8609680741503605; 0.9478458049886621; 0.8389831434581864
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; 4; ica_diff; svdn; 526; 175; 175; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.9245283  0.88679245 0.91509434 0.92307692 0.93269231]; 0.6171428571428571; 0.5657142857142857; 0.8310502283105022; 0.9905482041587901; 0.9961977186311787; 0.9904942965779466; 0.6824644549763033; 0.8089887640449438; 0.6137967076038672; 0.6161616161616161; 0.8026315789473685; 0.5932349813928762; 0.8422174840085287; 0.9228971962616822; 0.8331003838451267
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.90322581 0.95901639 0.92622951 0.91803279 0.94262295]; 0.6127450980392157; 0.6176470588235294; 0.8431372549019608; 0.9951219512195122; 1.0; 0.9950980392156863; 0.6748971193415638; 0.7592592592592593; 0.603587962962963; 0.6666666666666667; 0.8297872340425532; 0.6330754352030947; 0.8534798534798533; 0.9173228346456693; 0.8434270423228347
svm_model_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; 4; ica_diff; svdne; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.99180328 1.         0.99180328 1.         0.96721311]; 0.6502463054187192; 0.7142857142857143; 0.8730314960629921; 1.0; 1.0; 1.0; 0.7078189300411523; 0.86; 0.6533009708737864; 0.7456140350877193; 0.8415841584158416; 0.7149097262667443; 0.8806660499537464; 0.9407114624505929; 0.8732969076958846
ensemble_model_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; 4; ica_diff; svdne; 594; 198; 198; 0.6; 0.2; 0.2; [0.99166667 0.975      1.         1.         0.98305085]; 0.6818181818181818; 0.6414141414141414; 0.8646464646464647; 1.0; 1.0; 1.0; 0.7341772151898734; 0.8877551020408163; 0.6838775510204081; 0.714859437751004; 0.8811881188118812; 0.6364703480657344; 0.8759259259259258; 0.9536290322580645; 0.8644663379913804
ensemble_model_v2_N16_B42_E58_nb_zones_4_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.9921875 1.        0.9921875 1.        1.       ]; 0.6384976525821596; 0.6009389671361502; 0.8480300187617261; 1.0; 1.0; 1.0; 0.7240143369175628; 0.9711538461538461; 0.6461273817925194; 0.6931407942238268; 0.96; 0.6215929203539823; 0.8645484949832776; 0.9866412213740458; 0.8503316807977239
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; 6; ica_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.86111111 0.85393258 0.78089888 0.79775281 0.75842697]; 0.8013468013468014; 0.8148148148148148; 0.8142664872139973; 0.8085106382978724; 0.7668161434977578; 0.8183856502242153; 0.7773584905660378; 0.7253521126760564; 0.7981599273057702; 0.7876447876447876; 0.7183098591549296; 0.8107678328032711; 0.7985401459854015; 0.7493150684931507; 0.8131495977386388
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; 6; ica_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.9375     0.95833333 0.97916667 0.96354167 0.92708333]; 0.684375; 0.66875; 0.869375; 0.9979123173277662; 0.9958333333333333; 0.9979166666666667; 0.6833855799373041; 0.6687116564417178; 0.6846742995584386; 0.6645569620253163; 0.6862745098039216; 0.6694845602911823; 0.8688010043942247; 0.8693467336683417; 0.8693748593714843
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.95789474 0.98421053 0.99473684 0.98404255 0.9787234 ]; 0.746031746031746; 0.7714285714285715; 0.9016497461928934; 0.9968186638388122; 0.9936575052854123; 0.9968287526427062; 0.7727272727272727; 0.8292682926829268; 0.7424487158778872; 0.8054054054054054; 0.8869047619047619; 0.7631802721088436; 0.9069069069069069; 0.937888198757764; 0.9008507141648743
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; 6; ica_diff; svdn; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.83333333 0.87037037 0.9382716  0.90123457 0.8875    ]; 0.6877323420074349; 0.6840148698884758; 0.8558692421991084; 0.9695493300852619; 0.9851485148514851; 0.969059405940594; 0.697841726618705; 0.6830985915492958; 0.6880059886880336; 0.679245283018868; 0.7258064516129032; 0.6870411568409344; 0.8577712609970675; 0.8731343283582089; 0.8559458624039566
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; 6; ica_diff; svdn; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.86363636 0.91477273 0.89655172 0.90229885 0.87931034]; 0.697594501718213; 0.6941580756013745; 0.8646978021978022; 0.9775280898876405; 0.9954233409610984; 0.977116704805492; 0.7124183006535947; 0.7841726618705036; 0.7012968572510414; 0.6920415224913495; 0.746268656716418; 0.6979750926894192; 0.8673400673400673; 0.9070422535211268; 0.865719518181475
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 942; 314; 314; 0.6; 0.2; 0.2; [0.85789474 0.86702128 0.88297872 0.86170213 0.90957447]; 0.6687898089171974; 0.6815286624203821; 0.8605095541401274; 0.9842931937172774; 0.9978768577494692; 0.9840764331210191; 0.7028571428571428; 0.7192982456140351; 0.6638449270028217; 0.6875000000000001; 0.7482993197278912; 0.6855269053729276; 0.8652307692307692; 0.8910012674271229; 0.8603533865944832
svm_model_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; 6; ica_diff; svdne; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.96969697 0.98484848 0.95454545 0.96938776 0.98979592]; 0.7378048780487805; 0.7164634146341463; 0.8891595615103532; 0.9969543147208122; 0.9959432048681541; 0.9969574036511156; 0.7860696517412936; 0.9239766081871345; 0.7295042276604462; 0.7714987714987716; 0.9457831325301205; 0.713632307005801; 0.8985507246376812; 0.9710843373493976; 0.88825152828061
ensemble_model_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; 6; ica_diff; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [1.         0.98295455 0.98850575 0.99425287 0.96551724]; 0.7731958762886598; 0.738831615120275; 0.9024725274725275; 1.0; 1.0; 1.0; 0.7814569536423841; 0.855072463768116; 0.777209434498437; 0.7724550898203593; 0.86; 0.7349645390070921; 0.9059602649006622; 0.9434482758620689; 0.9026406905986131
ensemble_model_v2_N16_B42_E58_nb_zones_6_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.98255814 0.99418605 0.99411765 0.98235294 0.98235294]; 0.704225352112676; 0.7007042253521126; 0.8811533052039381; 1.0; 1.0; 1.0; 0.746987951807229; 0.7948717948717948; 0.6943108974358974; 0.721311475409836; 0.7971014492753623; 0.7033452451856264; 0.8866532528504361; 0.9167822468793343; 0.8806450464068568
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; 8; ica_diff; svd; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.7992126  0.78571429 0.79365079 0.8015873  0.82936508]; 0.7904761904761904; 0.8023809523809524; 0.8025689819219791; 0.8151515151515152; 0.8526148969889065; 0.8066561014263075; 0.7743589743589744; 0.7365853658536585; 0.7892229154849688; 0.7960687960687961; 0.7534883720930232; 0.8035734543391945; 0.8039678790741616; 0.8097050428163654; 0.802568981921979
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; 8; ica_diff; svd; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.90178571 0.90540541 0.94144144 0.95045045 0.91891892]; 0.6648648648648648; 0.6837837837837838; 0.8612311015118791; 0.9857651245551601; 0.9964028776978417; 0.985611510791367; 0.7256637168141593; 0.9213483146067416; 0.6742158239700375; 0.7645875251509054; 0.9644670050761421; 0.6643144273935624; 0.8760250844187168; 0.9752953813104189; 0.8606118600363168
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.94354839 0.96774194 0.94758065 0.96370968 0.96774194]; 0.7409200968523002; 0.7457627118644068; 0.89351403678606; 0.9935897435897436; 1.0; 0.9935483870967742; 0.7756813417190775; 0.9068627450980392; 0.7429050567595459; 0.7732181425485961; 0.8731707317073171; 0.7466815196998123; 0.8994515539305301; 0.956268221574344; 0.8937560972866899
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; 8; ica_diff; svdn; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.83070866 0.86507937 0.84126984 0.84920635 0.87301587]; 0.6571428571428571; 0.7; 0.8334919124643198; 0.9387442572741196; 0.971473851030111; 0.9366085578446909; 0.6909871244635193; 0.7488372093023256; 0.6549064095292116; 0.7149321266968327; 0.7596153846153846; 0.7005624092888244; 0.8419150858175248; 0.8842504743833017; 0.8333466112374524
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; 8; ica_diff; svdn; 1266; 422; 422; 0.6; 0.2; 0.2; [0.86614173 0.84251969 0.84645669 0.84126984 0.87698413]; 0.6800947867298578; 0.6777251184834123; 0.8578199052132701; 0.9774669774669775; 0.9936808846761453; 0.9770932069510269; 0.6938775510204082; 0.7149532710280374; 0.6795920201294032; 0.6600000000000001; 0.6407766990291263; 0.6768698309960447; 0.8590225563909774; 0.8679962013295347; 0.8578391602674164
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.83333333 0.80737705 0.82377049 0.80327869 0.86065574]; 0.7297297297297297; 0.7444717444717445; 0.8791748526522594; 0.974481658692185; 1.0; 0.9738134206219313; 0.7608695652173912; 0.8974358974358975; 0.7364537977745524; 0.7729257641921398; 0.8634146341463415; 0.7435885051919826; 0.8867403314917128; 0.9525222551928784; 0.8796757617427807
svm_model_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; 8; ica_diff; svdne; 1206; 402; 402; 0.6; 0.2; 0.2; [0.97933884 0.99173554 0.97933884 0.975      0.9875    ]; 0.6716417910447762; 0.6741293532338308; 0.8681592039800995; 0.9983416252072969; 0.9983416252072969; 0.9983416252072969; 0.7203389830508474; 0.8374384236453202; 0.6699754932296953; 0.7242105263157894; 0.8269230769230769; 0.6686161776367961; 0.8769159312587087; 0.9309664694280079; 0.8675916684489438
ensemble_model_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; 8; ica_diff; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.98760331 0.97520661 0.98347107 0.99586777 0.97520661]; 0.7096774193548387; 0.7593052109181141; 0.8938492063492064; 1.0; 1.0; 1.0; 0.759753593429158; 0.8851674641148325; 0.7028930104079316; 0.7949260042283298; 0.9215686274509803; 0.7572667257857917; 0.9013824884792626; 0.9607072691552063; 0.8931792858802083
ensemble_model_v2_N16_B42_E58_nb_zones_8_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.97131148 0.99180328 0.96721311 0.9795082  0.99173554]; 0.7192118226600985; 0.7487684729064039; 0.8931034482758621; 0.9991783073130649; 0.9983579638752053; 0.9991789819376027; 0.7615062761506276; 0.8708133971291866; 0.7145945158234766; 0.782051282051282; 0.9384615384615385; 0.7559606270506745; 0.8996763754045307; 0.9605133267522211; 0.8932360144085589
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; 10; ica_diff; svd; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.88535032 0.8343949  0.87579618 0.85031847 0.81528662]; 0.7543424317617866; 0.7543424317617866; 0.8202861952861953; 0.8544183089637634; 0.8560509554140128; 0.8541401273885351; 0.7659574468085107; 0.8181818181818182; 0.7554323725055433; 0.7724137931034483; 0.8195121951219512; 0.753190440995319; 0.8243521184697656; 0.8434343434343434; 0.8202861952861953
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; 10; ica_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.93243243 0.92567568 0.93243243 0.91891892 0.93537415]; 0.7416481069042317; 0.7861915367483296; 0.9010942760942761; 0.9845117845117846; 0.9891745602165088; 0.9844384303112315; 0.7542372881355933; 0.8725490196078431; 0.7526010404161665; 0.8208955223880596; 0.8979591836734694; 0.7749599839935974; 0.905736060970718; 0.9503367003367004; 0.9010942760942761
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.94178082 0.96232877 0.96896552 0.97586207 0.98275862]; 0.7678958785249458; 0.735357917570499; 0.9019360269360269; 0.9972489683631361; 0.9972489683631361; 0.9972489683631363; 0.8014842300556587; 0.9037656903765691; 0.7626936559990953; 0.7671755725190839; 0.9054054054054054; 0.7414056315729957; 0.907429479539134; 0.9612794612794613; 0.9019360269360268
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; 10; ica_diff; svdn; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.87086093 0.87086093 0.8807947  0.84768212 0.83      ]; 0.7142857142857143; 0.7327188940092166; 0.8627946127946128; 0.944801026957638; 0.9761273209549072; 0.9429708222811671; 0.7383966244725739; 0.8495145631067961; 0.7208099131323453; 0.7689243027888446; 0.8464912280701754; 0.7266436722875149; 0.8713496448303077; 0.9292929292929293; 0.8627946127946128
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; 10; ica_diff; svdn; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.88571429 0.875      0.88928571 0.88129496 0.85251799]; 0.6602150537634408; 0.6494623655913978; 0.849957007738607; 0.9802816901408451; 0.997134670487106; 0.9799426934097422; 0.7178571428571429; 0.881578947368421; 0.6644181656673329; 0.7145359019264449; 0.8607594936708861; 0.6452920275371975; 0.8631909055272443; 0.9466895958727429; 0.849957007738607
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.875      0.88194444 0.89930556 0.86111111 0.9020979 ]; 0.7100213219616205; 0.7078891257995735; 0.8707912457912458; 0.9768076398362893; 0.9958275382475661; 0.9763560500695411; 0.7312252964426877; 0.7773109243697479; 0.7090017825311944; 0.7318982387475537; 0.8095238095238095; 0.7093837535014006; 0.8763592428513894; 0.9158249158249159; 0.8707912457912458
svm_model_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; 10; ica_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.96732026 0.96405229 0.9379085  0.96078431 0.97712418]; 0.7021276595744681; 0.6548463356973995; 0.8808922558922558; 0.9927963326784545; 0.9908496732026144; 0.99281045751634; 0.7136363636363636; 0.7810945273631841; 0.7058625789969074; 0.690677966101695; 0.7342342342342343; 0.650699206669356; 0.8839688396883969; 0.9074074074074074; 0.880892255892256
ensemble_model_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; 10; ica_diff; svdne; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.96258503 0.96917808 0.96917808 0.96917808 0.97945205]; 0.6520787746170679; 0.6520787746170679; 0.8627946127946128; 0.9945054945054945; 0.9904240766073872; 0.9945280437756497; 0.7345575959933222; 0.9606986899563319; 0.6514019765571133; 0.7234782608695651; 0.9122807017543859; 0.6526469010955336; 0.8760456273764258; 0.9696969696969697; 0.8627946127946127
ensemble_model_v2_N16_B42_E58_nb_zones_10_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 1594; 531; 531; 0.6001506024096386; 0.1999246987951807; 0.1999246987951807; [0.975      0.95625    0.97484277 0.98113208 0.96855346]; 0.7289002557544757; 0.7135549872122762; 0.9057239057239057; 0.9962406015037594; 0.9974905897114178; 0.9962358845671268; 0.7705627705627706; 0.8944723618090452; 0.725882014237856; 0.7554585152838428; 0.9010416666666666; 0.7168524916247905; 0.9109697933227345; 0.9646464646464646; 0.9057239057239057
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; 12; ica_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.81521739 0.80706522 0.84153005 0.8579235  0.80054645]; 0.8413284132841329; 0.8450184501845018; 0.8396464646464646; 0.8335208098987626; 0.8080697928026173; 0.8386041439476554; 0.8401486988847584; 0.849624060150376; 0.8414786967418546; 0.8521126760563381; 0.8768115942028986; 0.844420834695434; 0.8365508365508366; 0.8207070707070707; 0.8396464646464646
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; 12; ica_diff; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.90659341 0.94230769 0.93681319 0.93646409 0.9558011 ]; 0.8107142857142857; 0.8214285714285714; 0.9436026936026936; 0.9831430125067971; 0.9955947136563876; 0.9829295154185022; 0.8348909657320872; 0.9571428571428572; 0.8107142857142858; 0.8407643312101911; 0.9428571428571428; 0.8214285714285714; 0.9458367016976557; 0.9848484848484849; 0.9436026936026936
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svd; 16; 42; 58; zones; ica_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.9640884  0.94751381 0.96111111 0.96666667 0.93611111]; 0.7972027972027972; 0.7902097902097902; 0.9427609427609428; 0.9900332225913622; 0.991130820399113; 0.9900221729490022; 0.8013698630136987; 0.7905405405405406; 0.7974441833137486; 0.7931034482758622; 0.8333333333333334; 0.7916666666666666; 0.9430485762144054; 0.9478114478114478; 0.9427609427609427
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; 12; ica_diff; svdn; 1702; 567; 567; 0.6001410437235543; 0.19992947813822284; 0.19992947813822284; [0.90643275 0.87058824 0.87058824 0.86470588 0.89117647]; 0.6943620178041543; 0.771513353115727; 0.8922558922558923; 0.9565217391304348; 0.982373678025852; 0.955346650998825; 0.7267904509283819; 0.845679012345679; 0.6999823633156966; 0.8010335917312662; 0.8857142857142857; 0.7669312169312169; 0.8980891719745222; 0.9494949494949495; 0.8922558922558922
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; 12; ica_diff; svdn; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.85135135 0.88648649 0.85597826 0.86956522 0.86141304]; 0.6954887218045113; 0.6992481203007519; 0.9141414141414141; 0.9770911028236549; 0.9945770065075922; 0.9766811279826464; 0.7054545454545454; 0.782258064516129; 0.700988187187642; 0.7468354430379747; 0.8309859154929577; 0.6896865061335756; 0.9173419773095625; 0.9528619528619529; 0.9141414141414141
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svdn; 16; 42; 58; zones; ica_diff; svdn; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.85028249 0.85227273 0.84375    0.83238636 0.88068182]; 0.6840390879478827; 0.7166123778501629; 0.8943602693602694; 0.9627984453081622; 0.9841089670828603; 0.9619750283768445; 0.6734006734006733; 0.6666666666666666; 0.6836518046709129; 0.7306501547987616; 0.7515923566878981; 0.715796178343949; 0.8963238331268071; 0.9132996632996633; 0.8943602693602694
svm_model_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; 12; ica_diff; svdne; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.99112426 0.96745562 0.96745562 0.97928994 0.96449704]; 0.7346938775510204; 0.6763848396501457; 0.906986531986532; 0.9887905604719763; 0.991715976331361; 0.9887573964497042; 0.7858823529411765; 0.9277777777777778; 0.7246250852079072; 0.7218045112781956; 0.8834355828220859; 0.6861622358554874; 0.9122667725287814; 0.9671717171717171; 0.906986531986532
ensemble_model_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; 12; ica_diff; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.97752809 0.97740113 0.95762712 0.97457627 0.96610169]; 0.7649006622516556; 0.7980132450331126; 0.9427609427609428; 0.9977401129943502; 0.9966139954853274; 0.997742663656885; 0.793002915451895; 0.912751677852349; 0.7668333552660438; 0.8200589970501475; 0.9084967320261438; 0.7965302452077028; 0.9445350734094616; 0.9747474747474747; 0.9427609427609427
ensemble_model_v2_N16_B42_E58_nb_zones_12_ica_diff_svdne; 16; 42; 58; zones; ica_diff; svdne; 1722; 574; 574; 0.6; 0.2; 0.2; [0.96531792 0.97093023 0.97383721 0.98255814 0.96802326]; 0.7339449541284404; 0.7339449541284404; 0.9246632996632996; 0.9970913321698661; 0.9953542392566783; 0.997096399535424; 0.7716535433070866; 0.930379746835443; 0.7403378024118044; 0.7830423940149626; 0.9289940828402367; 0.7271552692682196; 0.9284286285485805; 0.9772727272727273; 0.9246632996632997
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; 4; ica_diff; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.89393939 0.79545455 0.78030303 0.89393939 0.85606061]; 0.8636363636363636; 0.8818181818181818; 0.860909090909091; 0.8514548238897395; 0.8424242424242424; 0.853030303030303; 0.8809523809523809; 0.9024390243902439; 0.8584360070404827; 0.8849557522123894; 0.8771929824561403; 0.8819927176431646; 0.8647214854111406; 0.8624338624338624; 0.860860458421434
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; 4; ica_diff; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.84821429 0.95454545 0.92727273 0.86363636 0.90909091]; 0.8315217391304348; 0.8478260869565217; 0.9152173913043479; 0.966131907308378; 0.9818840579710145; 0.9655797101449276; 0.837696335078534; 0.9195402298850575; 0.8360587747363433; 0.851063829787234; 0.8791208791208791; 0.8481625900980738; 0.9170212765957446; 0.9493392070484582; 0.9156567279877482
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.86065574 0.81967213 0.82786885 0.83606557 0.89166667]; 0.8217821782178217; 0.7970297029702971; 0.9041501976284585; 0.966996699669967; 0.9638157894736842; 0.9671052631578948; 0.8269230769230769; 0.8865979381443299; 0.8242513500245457; 0.7980295566502463; 0.8804347826086957; 0.8038537549407115; 0.9046214355948868; 0.9330628803245437; 0.9048744074069731
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; 4; ica_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.62711864 0.60344828 0.61206897 0.68965517 0.61206897]; 0.5721649484536082; 0.5824742268041238; 0.790721649484536; 0.9355371900826447; 0.9725085910652921; 0.9329896907216495; 0.5911330049261084; 0.5454545454545454; 0.5762987012987013; 0.5846153846153845; 0.5588235294117647; 0.5837595907928389; 0.7976071784646063; 0.7952286282306164; 0.7905479329589912
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; 4; ica_diff; svdn; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.61764706 0.63970588 0.63970588 0.62686567 0.61940299]; 0.5777777777777777; 0.6133333333333333; 0.8348134991119005; 0.9940476190476192; 0.9881656804733728; 0.9940828402366864; 0.6153846153846154; 0.6972477064220184; 0.5813824739006644; 0.6588235294117647; 0.7241379310344828; 0.60977538753559; 0.8415672913117547; 0.8774422735346359; 0.8348134991119005
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 446; 148; 148; 0.601078167115903; 0.19946091644204852; 0.19946091644204852; [0.57777778 0.53333333 0.64444444 0.56818182 0.56818182]; 0.4594594594594595; 0.6081081081081081; 0.8032345013477089; 0.9821428571428572; 0.9865470852017937; 0.9820627802690584; 0.5; 0.5714285714285714; 0.46520146520146516; 0.618421052631579; 0.6911764705882353; 0.6143382352941176; 0.8078947368421053; 0.850415512465374; 0.8044728480962041
svm_model_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; 4; ica_diff; svdne; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.93650794 0.91269841 0.87301587 0.96774194 0.94354839]; 0.8365384615384616; 0.8701923076923077; 0.9117082533589251; 0.9495934959349593; 0.9329073482428115; 0.9504792332268371; 0.8333333333333333; 0.8585858585858586; 0.8375498100268742; 0.8789237668161435; 0.9074074074074074; 0.8687037037037038; 0.9117082533589251; 0.9134615384615384; 0.9117116121426466
ensemble_model_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; 4; ica_diff; svdne; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.91346154 0.86538462 0.88235294 0.93137255 0.89215686]; 0.8947368421052632; 0.8830409356725146; 0.9310747663551402; 0.9577464788732395; 0.9260700389105059; 0.9591439688715954; 0.896551724137931; 0.8863636363636364; 0.8949890470974808; 0.8913043478260869; 0.8913043478260869; 0.8823610346725371; 0.9309941520467836; 0.9107551487414187; 0.9315112259220221
ensemble_model_v2_N16_B92_E108_nb_zones_4_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.95535714 0.92857143 0.91071429 0.9375     0.94545455]; 0.8010752688172043; 0.8333333333333334; 0.9193548387096774; 0.9873417721518988; 0.978494623655914; 0.9874551971326164; 0.8177339901477831; 0.8736842105263158; 0.7994794679005205; 0.8472906403940887; 0.8514851485148515; 0.8316249271986023; 0.921793534932221; 0.9305263157894736; 0.9191093117408906
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; 6; ica_diff; svd; 726; 242; 242; 0.6; 0.2; 0.2; [0.91780822 0.88356164 0.9109589  0.875      0.88194444]; 0.8553719008264463; 0.8181818181818182; 0.8760330578512396; 0.9017980636237898; 0.8980716253443526; 0.9022038567493111; 0.8727272727272726; 0.9302325581395349; 0.8500720312821568; 0.8267716535433072; 0.9130434782608695; 0.8226634714138994; 0.8801916932907348; 0.9077429983525536; 0.8759278839192288
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; 6; ica_diff; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.89204545 0.90340909 0.84482759 0.89655172 0.90229885]; 0.9072164948453608; 0.9072164948453608; 0.9402472527472527; 0.9621993127147767; 0.9610983981693364; 0.9622425629290619; 0.9114754098360655; 0.9084967320261438; 0.9071469167377095; 0.9120521172638436; 0.9523809523809523; 0.9067460317460317; 0.9414141414141413; 0.9484396200814111; 0.9401447057291618
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.91176471 0.90588235 0.9        0.85294118 0.87647059]; 0.8621908127208481; 0.8480565371024735; 0.9138418079096046; 0.9519230769230769; 0.9317647058823529; 0.9529411764705882; 0.8704318936877077; 0.903448275862069; 0.8611444277861069; 0.8634920634920634; 0.918918918918919; 0.8446446446446446; 0.9157458563535911; 0.9233983286908078; 0.9137048950044298
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; 6; ica_diff; svdn; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.65340909 0.63068182 0.59770115 0.61494253 0.60344828]; 0.5945017182130584; 0.5876288659793815; 0.6717032967032966; 0.7468354430379747; 0.8100686498855835; 0.7254004576659039; 0.6168831168831168; 0.6643356643356644; 0.5956813456813457; 0.6129032258064516; 0.6690140845070423; 0.589540599300501; 0.6947637292464879; 0.7534626038781164; 0.672371628914535
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; 6; ica_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.56741573 0.59550562 0.57303371 0.64044944 0.53932584]; 0.5945945945945946; 0.625; 0.8373819163292847; 0.9887133182844243; 0.9842696629213483; 0.9887640449438203; 0.6319018404907975; 0.6821192052980133; 0.5927837405800411; 0.6686567164179104; 0.6829268292682927; 0.6179785661492978; 0.8442146089204914; 0.8592105263157894; 0.8368074792243767
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.56470588 0.67647059 0.65294118 0.64705882 0.61904762]; 0.5425531914893617; 0.5957446808510638; 0.8130311614730878; 0.9753810082063307; 0.9811320754716981; 0.9752358490566038; 0.6006191950464396; 0.6643835616438356; 0.5380741337630943; 0.632258064516129; 0.6901408450704225; 0.5950704225352113; 0.8223418573351279; 0.8581460674157303; 0.8126444622792938
svm_model_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; 6; ica_diff; svdne; 972; 324; 324; 0.6; 0.2; 0.2; [0.90816327 0.90206186 0.89690722 0.90206186 0.87628866]; 0.8858024691358025; 0.8888888888888888; 0.9012345679012346; 0.9094693028095734; 0.8991769547325102; 0.9104938271604938; 0.8868501529051988; 0.9006211180124224; 0.8858933810921007; 0.8902439024390244; 0.8848484848484849; 0.888965122927387; 0.9009900990099009; 0.896551724137931; 0.9012461590986686
ensemble_model_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; 6; ica_diff; svdne; 822; 274; 274; 0.6; 0.2; 0.2; [0.93975904 0.8902439  0.91463415 0.91463415 0.91463415]; 0.8540145985401459; 0.8759124087591241; 0.9343065693430657; 0.9803439803439805; 0.9708029197080292; 0.9805352798053528; 0.8571428571428571; 0.8695652173913043; 0.8539002557544757; 0.8811188811188813; 0.9197080291970803; 0.8759124087591241; 0.9347826086956521; 0.9402332361516035; 0.9342979046255093
ensemble_model_v2_N16_B92_E108_nb_zones_6_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.92528736 0.93103448 0.89655172 0.89655172 0.94252874]; 0.9103448275862069; 0.8827586206896552; 0.9296551724137931; 0.9507042253521125; 0.9310344827586207; 0.9517241379310344; 0.913907284768212; 0.92; 0.91; 0.8881578947368421; 0.9310344827586207; 0.882758620689655; 0.9300411522633745; 0.9287671232876712; 0.9296613394216134
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; 8; ica_diff; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.88034188 0.85897436 0.87606838 0.85470085 0.89655172]; 0.8637532133676092; 0.8611825192802056; 0.8735868448098664; 0.8836820083682008; 0.9041095890410958; 0.8809931506849316; 0.8651399491094148; 0.8854166666666666; 0.864028130287648; 0.8601036269430052; 0.8383838383838383; 0.8616002961552699; 0.8753799392097265; 0.8870636550308009; 0.8735729797787748
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; 8; ica_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.89516129 0.90650407 0.92682927 0.91869919 0.93089431]; 0.8878048780487805; 0.8951219512195122; 0.9381091617933723; 0.9691558441558441; 0.9691558441558441; 0.9691558441558441; 0.885; 0.9030612244897959; 0.8884465000953652; 0.8968824940047962; 0.9166666666666666; 0.8952265372168284; 0.9380185456320156; 0.9458661417322834; 0.9381840361171069
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92436975 0.89495798 0.90336134 0.94537815 0.92016807]; 0.8459595959595959; 0.8308080808080808; 0.9192734611503531; 0.9731543624161074; 0.9747899159663865; 0.9731092436974791; 0.8571428571428571; 0.9384615384615385; 0.8473402219670876; 0.8501118568232662; 0.9313725490196079; 0.8276654411764706; 0.9225556631171347; 0.9587525150905433; 0.9191535854804943
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; 8; ica_diff; svdn; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.59734513 0.61061947 0.63716814 0.6875     0.63839286]; 0.592; 0.5893333333333334; 0.6764392324093816; 0.7576736672051696; 0.8330373001776199; 0.7335701598579041; 0.6382978723404256; 0.7219251336898396; 0.592345545568324; 0.6401869158878506; 0.7248677248677249; 0.5882403140467657; 0.7094303494494975; 0.7891373801916933; 0.6763189569048115
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; 8; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.60833333 0.62083333 0.64166667 0.65       0.57563025]; 0.5839598997493735; 0.6115288220551378; 0.8326653306613226; 0.989139515455305; 0.988313856427379; 0.9891485809682806; 0.6157407407407408; 0.6855670103092784; 0.5866859441790294; 0.6469248291571753; 0.7171717171717171; 0.6123172018694407; 0.8384912959381045; 0.8748738647830474; 0.8329593204512253
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.63362069 0.625      0.625      0.56034483 0.625     ]; 0.5647668393782384; 0.5777202072538861; 0.7986542443064182; 0.9509306260575295; 0.9689655172413794; 0.9500000000000001; 0.5902439024390245; 0.6648351648351648; 0.5701626804567981; 0.6218097447795824; 0.6802030456852792; 0.5755512582923751; 0.8077113198220466; 0.8519290928050052; 0.799037516597775
svm_model_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; 8; ica_diff; svdne; 1152; 384; 384; 0.6; 0.2; 0.2; [0.92241379 0.92608696 0.90434783 0.92608696 0.92608696]; 0.8567708333333334; 0.8723958333333334; 0.9005208333333333; 0.9244135534317984; 0.9236111111111112; 0.9244791666666666; 0.8635235732009926; 0.8923076923076924; 0.8562067562067562; 0.8778054862842893; 0.8979591836734694; 0.8718519322622666; 0.90230179028133; 0.9120992761116856; 0.9004357870589906
ensemble_model_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; 8; ica_diff; svdne; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.92857143 0.936      0.916      0.908      0.92      ]; 0.8561151079136691; 0.8609112709832134; 0.9156279961649089; 0.9527687296416937; 0.9345047923322684; 0.9536741214057507; 0.8678414096916299; 0.9471153846153846; 0.8563328119249172; 0.8705357142857142; 0.9330143540669856; 0.860737946264262; 0.9173708920187794; 0.9367209971236817; 0.9156279961649089
ensemble_model_v2_N16_B92_E108_nb_zones_8_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 1298; 432; 432; 0.6003700277520814; 0.1998149861239593; 0.1998149861239593; [0.91153846 0.93846154 0.93461538 0.91538462 0.91860465]; 0.8518518518518519; 0.8495370370370371; 0.9172062904717854; 0.9612403100775193; 0.9553158705701078; 0.9614791987673342; 0.8476190476190476; 0.8725490196078431; 0.8529411764705882; 0.8532731376975169; 0.84; 0.849951690821256; 0.9168601950766372; 0.9155844155844156; 0.9172018018881488
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; 10; ica_diff; svd; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.8590604  0.89597315 0.85472973 0.84459459 0.875     ]; 0.8587443946188341; 0.8430493273542601; 0.8754208754208754; 0.8891910265125765; 0.8814016172506739; 0.8901617250673854; 0.8584269662921349; 0.8603603603603603; 0.8587516087516087; 0.8444444444444443; 0.8482142857142857; 0.8430260617760617; 0.874894336432798; 0.8712121212121212; 0.8754208754208753
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; 10; ica_diff; svd; 1464; 488; 488; 0.6; 0.2; 0.2; [0.8877551  0.88095238 0.88356164 0.9109589  0.9109589 ]; 0.9078947368421053; 0.9078947368421053; 0.9377104377104377; 0.9562243502051985; 0.9549180327868853; 0.9562841530054645; 0.9153225806451613; 1.0; 0.9082969432314411; 0.9149797570850201; 0.9868995633187773; 0.907546697958948; 0.9396411092985317; 0.9696969696969697; 0.9377104377104377
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 1340; 446; 446; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.92537313 0.8619403  0.90671642 0.91791045 0.89925373]; 0.8475336322869955; 0.8295964125560538; 0.907258064516129; 0.9523809523809526; 0.9402985074626866; 0.9529850746268658; 0.8726591760299626; 0.9588477366255144; 0.8365667254556144; 0.8403361344537815; 0.9615384615384616; 0.8379120879120879; 0.9112730390055722; 0.9482604817127565; 0.9070735351858111
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; 10; ica_diff; svdn; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.61034483 0.61458333 0.70833333 0.60763889 0.59027778]; 0.6038543897216274; 0.5952890792291221; 0.6477272727272727; 0.7030147530468249; 0.7600554785020804; 0.6789181692094313; 0.6232179226069247; 0.6594827586206896; 0.6042094644167277; 0.6242544731610338; 0.6680851063829787; 0.5948184152604549; 0.672150411280846; 0.7222222222222222; 0.6477272727272728
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; 10; ica_diff; svdn; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.56129032 0.57741935 0.60967742 0.6461039  0.59415584]; 0.5807228915662651; 0.619277108433735; 0.8362794612794613; 0.9630110317975341; 0.9598965071151359; 0.963130659767141; 0.6133333333333333; 0.6699029126213593; 0.5813629395642681; 0.6473214285714286; 0.69377990430622; 0.6187346123472848; 0.8405084050840509; 0.8627946127946128; 0.8362794612794613
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.60443038 0.65189873 0.61392405 0.62025316 0.63607595]; 0.5577889447236181; 0.6256281407035176; 0.8215488215488216; 0.939076923076923; 0.9658227848101266; 0.9373417721518987; 0.580952380952381; 0.6288659793814433; 0.5595310289064079; 0.6574712643678161; 0.7009803921568627; 0.6236860723670912; 0.829032258064516; 0.8653198653198653; 0.8215488215488216
svm_model_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; 10; ica_diff; svdne; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.9137931  0.94482759 0.92708333 0.94791667 0.94444444]; 0.8626609442060086; 0.8648068669527897; 0.914983164983165; 0.9485949280328992; 0.9584487534626038; 0.9480609418282548; 0.8590308370044053; 0.8333333333333334; 0.8627873563218392; 0.8577878103837472; 0.8189655172413793; 0.8646109637488948; 0.9142614601018675; 0.9065656565656566; 0.914983164983165
ensemble_model_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; 10; ica_diff; svdne; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; [0.92335766 0.92335766 0.9270073  0.91605839 0.92335766]; 0.9057017543859649; 0.9100877192982456; 0.9443470639789658; 0.9681245366938472; 0.9532846715328467; 0.9686131386861314; 0.9094736842105262; 0.935064935064935; 0.9053102453102453; 0.9133192389006342; 0.96; 0.9107359307359307; 0.9447104919460165; 0.950920245398773; 0.9443470639789657
ensemble_model_v2_N16_B92_E108_nb_zones_10_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 1416; 472; 472; 0.6; 0.2; 0.2; [0.92253521 0.91197183 0.95422535 0.92553191 0.94326241]; 0.8389830508474576; 0.8220338983050848; 0.9152542372881356; 0.9717912552891396; 0.9731638418079096; 0.9717514124293785; 0.8538461538461539; 0.8987854251012146; 0.8360593792172739; 0.8299595141700404; 0.8991228070175439; 0.8245614035087719; 0.9177631578947368; 0.9433643279797126; 0.9151825887986923
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; 12; ica_diff; svd; 1692; 564; 564; 0.6; 0.2; 0.2; [0.87058824 0.86094675 0.8964497  0.84023669 0.87573964]; 0.9152046783625731; 0.9239766081871345; 0.8859427609427609; 0.8703481392557022; 0.8569739952718676; 0.8723404255319149; 0.9169054441260744; 0.898876404494382; 0.9159016168813373; 0.9192546583850932; 0.9024390243902439; 0.9231296245546724; 0.8840393667094565; 0.8695286195286195; 0.8859427609427608
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; 12; ica_diff; svd; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.90571429 0.88285714 0.90857143 0.87714286 0.88793103]; 0.8853503184713376; 0.856687898089172; 0.9322390572390572; 0.9540757749712974; 0.9508009153318078; 0.9542334096109839; 0.890909090909091; 0.9423076923076923; 0.8857108081791626; 0.8695652173913043; 0.9493670886075949; 0.8560938007140538; 0.9333884981381878; 0.9494949494949495; 0.9322390572390572
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svd; 16; 92; 108; zones; ica_diff; svd; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.87771739 0.94293478 0.9048913  0.86141304 0.88858696]; 0.8731343283582089; 0.8507462686567164; 0.9313973063973064; 0.9511793746571585; 0.9423913043478261; 0.9516304347826088; 0.8776978417266187; 0.953125; 0.8765625; 0.868421052631579; 0.9428571428571428; 0.8464285714285714; 0.9322245322245322; 0.9436026936026936; 0.9313973063973064
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; 12; ica_diff; svdn; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.59782609 0.63043478 0.60869565 0.61684783 0.60655738]; 0.5724907063197026; 0.5613382899628253; 0.821969696969697; 0.9020618556701031; 0.9521218715995647; 0.8966267682263329; 0.5787545787545787; 0.5851851851851851; 0.5724433388612492; 0.5661764705882353; 0.5746268656716418; 0.561387506909895; 0.8297786720321931; 0.8678451178451179; 0.821969696969697
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; 12; ica_diff; svdn; 1752; 584; 584; 0.6; 0.2; 0.2; [0.61363636 0.60571429 0.60857143 0.6        0.63714286]; 0.6474358974358975; 0.6185897435897436; 0.8754208754208754; 0.9617798060467768; 0.9623287671232876; 0.96175799086758; 0.6496815286624205; 0.68; 0.6486419753086421; 0.6382978723404255; 0.6481481481481481; 0.6174074074074074; 0.8764607679465778; 0.8838383838383839; 0.8754208754208754
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svdn; 16; 92; 108; zones; ica_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.58146067 0.5480226  0.59322034 0.56497175 0.55932203]; 0.6258278145695364; 0.5860927152317881; 0.8497474747474747; 0.9346512904997254; 0.9604966139954854; 0.9328442437923251; 0.6412698412698412; 0.7062937062937062; 0.6298764128952807; 0.617737003058104; 0.6352201257861635; 0.5833443286273475; 0.8550548112058465; 0.8863636363636364; 0.8497474747474747
svm_model_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; 12; ica_diff; svdne; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.93502825 0.91242938 0.89830508 0.91525424 0.92897727]; 0.8947368421052632; 0.9111842105263158; 0.9162457912457912; 0.9205448354143019; 0.917420814479638; 0.9208144796380091; 0.8987341772151899; 0.9726027397260274; 0.8976937749263048; 0.9198813056379822; 0.9810126582278481; 0.9083145482920062; 0.9175983436853001; 0.9326599326599326; 0.9162457912457912
ensemble_model_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; 12; ica_diff; svdne; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.92178771 0.88826816 0.91620112 0.88764045 0.90449438]; 0.8508474576271187; 0.8677966101694915; 0.9255050505050505; 0.9462242562929062; 0.9260918253079508; 0.9473684210526316; 0.8580645161290323; 0.9637681159420289; 0.8576802363149636; 0.8856304985337243; 0.9617834394904459; 0.8613265023539187; 0.9262192580241768; 0.9351851851851852; 0.9255050505050505
ensemble_model_v2_N16_B92_E108_nb_zones_12_ica_diff_svdne; 16; 92; 108; zones; ica_diff; svdne; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.94827586 0.94252874 0.92528736 0.92241379 0.94797688]; 0.8056426332288401; 0.7648902821316614; 0.9196127946127947; 0.9690721649484536; 0.9735327963176065; 0.9689298043728424; 0.8109756097560975; 0.875; 0.8087574850299403; 0.7787610619469026; 0.7904191616766467; 0.7636306334699023; 0.9208454206382097; 0.9351851851851852; 0.9196127946127945
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; 4; ica_diff; svd; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.81818182 0.8        0.77777778 0.83333333 0.83333333]; 0.8176795580110497; 0.8011049723756906; 0.8101545253863135; 0.8089053803339518; 0.8014705882352942; 0.8106617647058824; 0.7975460122699387; 0.7303370786516854; 0.8162554958475818; 0.783132530120482; 0.6989247311827957; 0.8040078201368523; 0.8018433179723502; 0.7665198237885462; 0.8102510623367509
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; 4; ica_diff; svd; 648; 216; 216; 0.6; 0.2; 0.2; [0.86153846 0.86153846 0.9        0.88461538 0.8984375 ]; 0.875; 0.8842592592592593; 0.9166666666666666; 0.9415384615384614; 0.9444444444444444; 0.941358024691358; 0.8841201716738198; 0.9716981132075472; 0.8767581475128646; 0.8826291079812206; 0.94; 0.8881034482758621; 0.9178832116788321; 0.9490566037735849; 0.9172555746140653
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 600; 200; 200; 0.6; 0.2; 0.2; [0.93333333 0.875      0.94166667 0.88333333 0.9       ]; 0.825; 0.815; 0.923; 0.9916527545909849; 0.99; 0.9916666666666666; 0.8241206030150754; 0.8282828282828283; 0.8250325032503251; 0.8294930875576038; 0.8333333333333334; 0.8134057971014493; 0.9241379310344827; 0.9250493096646942; 0.9229709022968502
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; 4; ica_diff; svdn; 474; 158; 158; 0.6; 0.2; 0.2; [0.53125    0.58333333 0.54255319 0.58510638 0.4787234 ]; 0.569620253164557; 0.5379746835443038; 0.6974683544303798; 0.810077519379845; 0.8818565400843882; 0.7932489451476794; 0.6179775280898877; 0.6875; 0.5681089743589743; 0.5921787709497207; 0.6708860759493671; 0.5379746835443038; 0.7262313860252004; 0.8005050505050505; 0.6972068399733374
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; 4; ica_diff; svdn; 570; 190; 190; 0.6; 0.2; 0.2; [0.61403509 0.57017544 0.60526316 0.5877193  0.56140351]; 0.5421052631578948; 0.5631578947368421; 0.82; 0.9982486865148862; 1.0; 0.9982456140350877; 0.5396825396825398; 0.5795454545454546; 0.544674688057041; 0.6028708133971292; 0.6847826086956522; 0.5668811002661935; 0.8235294117647058; 0.8580645161290322; 0.8207848353841037
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 450; 150; 150; 0.6; 0.2; 0.2; [0.52222222 0.63333333 0.5        0.53333333 0.53333333]; 0.5466666666666666; 0.48; 0.7986666666666666; 0.9889135254988914; 0.9911111111111112; 0.9888888888888889; 0.569620253164557; 0.625; 0.5496794871794871; 0.5125; 0.5189873417721519; 0.4778035300410055; 0.8036410923276983; 0.8218085106382979; 0.7986047900785072
svm_model_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; 4; ica_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.83898305 0.80172414 0.86206897 0.86206897 0.89655172]; 0.8762886597938144; 0.8298969072164949; 0.8536082474226804; 0.8661417322834645; 0.9450171821305842; 0.8539518900343642; 0.8899082568807339; 0.8981481481481481; 0.8734926787252368; 0.8216216216216217; 0.8; 0.8292929292929293; 0.8631984585741811; 0.9068825910931174; 0.852600959412105
ensemble_model_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; 4; ica_diff; svdne; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.80909091 0.86363636 0.85454545 0.86363636 0.82407407]; 0.8076923076923077; 0.7967032967032966; 0.893640350877193; 0.9541284403669725; 0.948905109489051; 0.9543795620437956; 0.8258706467661691; 0.8469387755102041; 0.8044217687074829; 0.8042328042328043; 0.8260869565217391; 0.7963768115942028; 0.8962566844919786; 0.9030172413793104; 0.893472906403941
ensemble_model_v2_N16_B142_E158_nb_zones_4_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 678; 226; 226; 0.6; 0.2; 0.2; [0.97058824 0.95588235 0.95588235 0.96323529 0.94776119]; 0.8362831858407079; 0.8407079646017699; 0.9336283185840708; 0.9970414201183432; 0.9941002949852508; 0.9970501474926254; 0.8355555555555555; 0.8468468468468469; 0.8364669016842929; 0.8407079646017699; 0.8407079646017699; 0.8407079646017699; 0.9334516415261755; 0.9342806394316163; 0.9336306195394413
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; 6; ica_diff; svd; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.80113636 0.80681818 0.77272727 0.82954545 0.75862069]; 0.8664383561643836; 0.8493150684931506; 0.8221614227086184; 0.7890345649582837; 0.7539863325740319; 0.7984054669703873; 0.8650519031141868; 0.8561643835616438; 0.8664383561643836; 0.8417266187050358; 0.8181818181818182; 0.8486882245271508; 0.8150782361308677; 0.7870879120879121; 0.8220180704853729
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; 6; ica_diff; svd; 822; 274; 274; 0.6; 0.2; 0.2; [0.86144578 0.85365854 0.88414634 0.8597561  0.81707317]; 0.864963503649635; 0.8284671532846716; 0.8941605839416058; 0.9269461077844311; 0.9416058394160584; 0.9257907542579076; 0.862453531598513; 0.8592592592592593; 0.8648814281907807; 0.8373702422145328; 0.8832116788321168; 0.8284671532846715; 0.8959081119885139; 0.9136163982430454; 0.894217223866792
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.8988764  0.86931818 0.82954545 0.86363636 0.84659091]; 0.8605442176870748; 0.8843537414965986; 0.9217687074829932; 0.956140350877193; 0.9886621315192744; 0.9546485260770975; 0.856140350877193; 0.8079470198675497; 0.8620154679757329; 0.880281690140845; 0.8620689655172413; 0.8840546169868087; 0.9223497636731938; 0.926729986431479; 0.921755170569082
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; 6; ica_diff; svdn; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.61764706 0.58235294 0.65294118 0.6        0.57647059]; 0.5618374558303887; 0.5547703180212014; 0.7570621468926554; 0.8953229398663698; 0.9458823529411765; 0.8894117647058825; 0.5782312925170067; 0.6204379562043796; 0.5636436356364364; 0.5935483870967743; 0.6301369863013698; 0.5522947705229476; 0.7709720372836217; 0.8177966101694916; 0.7570621468926554
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; 6; ica_diff; svdn; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.64285714 0.61309524 0.55357143 0.57738095 0.65060241]; 0.6308243727598566; 0.5555555555555556; 0.8330945558739254; 0.9928400954653938; 0.9928400954653938; 0.9928400954653938; 0.6227106227106227; 0.6159420289855072; 0.6306660499537465; 0.5664335664335665; 0.574468085106383; 0.555349984582177; 0.8332140300644238; 0.833810888252149; 0.8330945558739254
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.58426966 0.58426966 0.61235955 0.64044944 0.56741573]; 0.5506756756756757; 0.5506756756756757; 0.8090418353576249; 0.9810901001112347; 0.9910112359550561; 0.9808988764044944; 0.5907692307692307; 0.6442953020134228; 0.5500388074692963; 0.5830721003134796; 0.6739130434782609; 0.5584755090809026; 0.816591056383668; 0.860655737704918; 0.8096612021857922
svm_model_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; 6; ica_diff; svdne; 828; 276; 276; 0.6; 0.2; 0.2; [0.87951807 0.84939759 0.88554217 0.87951807 0.87804878]; 0.855072463768116; 0.8913043478260869; 0.8840579710144928; 0.891041162227603; 0.8888888888888888; 0.8913043478260869; 0.8717948717948717; 0.9645390070921985; 0.8526398739164697; 0.8993288590604027; 0.9781021897810219; 0.8919287927322376; 0.8885793871866295; 0.9219653179190751; 0.8839477752386073
ensemble_model_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; 6; ica_diff; svdne; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.87096774 0.84782609 0.82065217 0.8423913  0.84782609]; 0.8729641693811075; 0.8729641693811075; 0.91015625; 0.9347826086956522; 0.9327548806941431; 0.9349240780911062; 0.88; 0.9533333333333334; 0.8747558386411891; 0.8753993610223643; 0.9133333333333333; 0.873864118895966; 0.9114249037227213; 0.9329829172141918; 0.9103624263490313
ensemble_model_v2_N16_B142_E158_nb_zones_6_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 846; 282; 282; 0.6; 0.2; 0.2; [0.9        0.87647059 0.94117647 0.875      0.88095238]; 0.8404255319148937; 0.8297872340425532; 0.9042553191489362; 0.9518348623853211; 0.9810874704491725; 0.9503546099290779; 0.8442906574394463; 0.8591549295774648; 0.8402917505030181; 0.8248175182481752; 0.8248175182481752; 0.8296501384344324; 0.9059233449477351; 0.9259259259259259; 0.9043471437539234
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; 8; ica_diff; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.82051282 0.82478632 0.82905983 0.81623932 0.82327586]; 0.8097686375321337; 0.8149100257069408; 0.8206577595066804; 0.8286919831223629; 0.8407534246575342; 0.8261986301369864; 0.7743902439024389; 0.671957671957672; 0.805978835978836; 0.7954545454545454; 0.693069306930693; 0.819796685550908; 0.8128686327077749; 0.7774358974358975; 0.820746784969236
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; 8; ica_diff; svd; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.84322034 0.9017094  0.85042735 0.88888889 0.9017094 ]; 0.8; 0.8205128205128205; 0.891905737704918; 0.9460154241645243; 0.9419795221843004; 0.9462457337883959; 0.8160377358490566; 0.8737373737373737; 0.7988478535353535; 0.8325358851674642; 0.8923076923076924; 0.8205128205128205; 0.8949726231956197; 0.9182839632277835; 0.8918244071020726
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.86864407 0.84322034 0.86440678 0.8940678  0.81355932]; 0.8778625954198473; 0.8854961832061069; 0.9084435401831129; 0.9287469287469287; 0.9610169491525423; 0.926271186440678; 0.8793969849246231; 0.875; 0.8779145077720207; 0.8946135831381732; 0.9227053140096618; 0.8833956677575191; 0.9120234604105572; 0.9358074222668004; 0.9080481899775694
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; 8; ica_diff; svdn; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.51171875 0.578125   0.6015625  0.56640625 0.53515625]; 0.5563380281690141; 0.6525821596244131; 0.6571294559099438; 0.7267683772538142; 0.81875; 0.6921875000000001; 0.5970149253731344; 0.6896551724137931; 0.5623163754445647; 0.6796536796536796; 0.7405660377358491; 0.6529932992417562; 0.6919511167298777; 0.7781990521327015; 0.6583660070319961
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; 8; ica_diff; svdn; 1110; 370; 370; 0.6; 0.2; 0.2; [0.52702703 0.60810811 0.62162162 0.54054054 0.62162162]; 0.5945945945945946; 0.572972972972973; 0.8335135135135135; 1.0; 1.0; 1.0; 0.6212121212121212; 0.6212121212121212; 0.5925828047921071; 0.605; 0.6335078534031413; 0.5709438708356489; 0.838405036726128; 0.8463983050847458; 0.8332433026527482
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 1118; 372; 372; 0.6004296455424275; 0.19978517722878625; 0.19978517722878625; [0.56696429 0.5625     0.51339286 0.52232143 0.59009009]; 0.5349462365591398; 0.553763440860215; 0.8012889366272825; 0.9723461195361285; 0.9749552772808586; 0.9722719141323792; 0.5483028720626631; 0.5965909090909091; 0.5380913729128015; 0.5931372549019608; 0.6173469387755102; 0.5501507421150278; 0.8064853556485356; 0.8281417830290011; 0.8012889366272826
svm_model_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; 8; ica_diff; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.89919355 0.91056911 0.88211382 0.8902439  0.91869919]; 0.8414634146341463; 0.8097560975609757; 0.8825536062378168; 0.9195402298850575; 0.9090909090909091; 0.9204545454545455; 0.8602150537634409; 0.9433962264150944; 0.8378597293691633; 0.8227272727272729; 0.9329896907216495; 0.8160318823978618; 0.8864813942534149; 0.9207436399217221; 0.8827019170482397
ensemble_model_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; 8; ica_diff; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.8647541  0.84016393 0.87704918 0.87295082 0.88842975]; 0.8325123152709359; 0.8448275862068966; 0.8857142857142857; 0.9196499602227525; 0.9490968801313628; 0.9170771756978654; 0.8349514563106796; 0.8557213930348259; 0.8327387452979008; 0.8577878103837473; 0.9047619047619048; 0.842687074829932; 0.8901515151515151; 0.9215686274509803; 0.8855367889730148
ensemble_model_v2_N16_B142_E158_nb_zones_8_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.89495798 0.91596639 0.91176471 0.89495798 0.91596639]; 0.7929292929292929; 0.8560606060606061; 0.8955600403632694; 0.9452495974235106; 0.9865546218487395; 0.9428571428571428; 0.8119266055045872; 0.8676470588235294; 0.7905943627450981; 0.8606356968215161; 0.8844221105527639; 0.8559166390327271; 0.9008145663632008; 0.9418837675350702; 0.895230501653714
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; 10; ica_diff; svd; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.86163522 0.8164557  0.86392405 0.86075949 0.84177215]; 0.8110831234256927; 0.7934508816120907; 0.8345959595959596; 0.8504435994930291; 0.8482932996207333; 0.8508217446270544; 0.7978436657681941; 0.7789473684210526; 0.80976353928299; 0.7875647668393781; 0.7342995169082126; 0.796097126875159; 0.8316916488222699; 0.8173400673400674; 0.8345959595959597
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; 10; ica_diff; svd; 1410; 470; 470; 0.6; 0.2; 0.2; [0.86170213 0.85460993 0.83333333 0.85815603 0.85460993]; 0.8851063829787233; 0.9085106382978724; 0.9221276595744681; 0.940771349862259; 0.9687943262411347; 0.9390070921985815; 0.8888888888888888; 0.9113924050632911; 0.8848807518878687; 0.9106029106029107; 0.9358974358974359; 0.9086266840504129; 0.9243489045059943; 0.9506802721088435; 0.9221033387801458
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 1596; 532; 532; 0.6; 0.2; 0.2; [0.890625   0.871875   0.890625   0.89937107 0.88679245]; 0.8717948717948718; 0.8205128205128205; 0.9124579124579124; 0.9445843828715365; 0.9398496240601504; 0.9448621553884712; 0.8730964467005077; 0.9247311827956989; 0.8741302972802023; 0.8300970873786406; 0.8382352941176471; 0.8196552814674257; 0.9131161236424394; 0.92003367003367; 0.9124579124579124
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; 10; ica_diff; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.63513514 0.57094595 0.57482993 0.5952381  0.55102041]; 0.6186252771618626; 0.5565410199556541; 0.7857744107744108; 0.9107491856677524; 0.9484396200814111; 0.907055630936228; 0.6293103448275862; 0.6606334841628959; 0.6194471768640566; 0.5726495726495726; 0.5826086956521739; 0.5560102301790281; 0.7936765301986218; 0.8240740740740741; 0.7857744107744107
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; 10; ica_diff; svdn; 1602; 534; 534; 0.6; 0.2; 0.2; [0.58385093 0.546875   0.565625   0.578125   0.609375  ]; 0.6459948320413437; 0.6201550387596899; 0.8787878787878788; 0.9975031210986267; 0.9975031210986267; 0.9975031210986267; 0.6459948320413437; 0.6443298969072165; 0.6459991453448; 0.6388206388206388; 0.6735751295336787; 0.6202927194060146; 0.8797996661101836; 0.8872053872053872; 0.8787878787878788
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.57792208 0.53571429 0.56493506 0.50649351 0.52597403]; 0.5263157894736842; 0.6028708133971292; 0.8207070707070707; 0.9602053915275994; 0.9714285714285714; 0.9597402597402598; 0.5580357142857144; 0.6038647342995169; 0.5270508505620808; 0.6192660550458715; 0.6398104265402843; 0.6025139089223162; 0.8255528255528256; 0.8484848484848485; 0.8207070707070708
svm_model_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; 10; ica_diff; svdne; 1578; 526; 526; 0.6; 0.2; 0.2; [0.87341772 0.86708861 0.86708861 0.89240506 0.87898089]; 0.8045112781954887; 0.8270676691729323; 0.8623737373737373; 0.8923444976076556; 0.9455006337135615; 0.8859315589353614; 0.8097560975609757; 0.8177339901477833; 0.8042751583391978; 0.8337349397590361; 0.8826530612244898; 0.8280260380014075; 0.869042851421706; 0.9132996632996633; 0.8623737373737373
ensemble_model_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; 10; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.86013986 0.88461538 0.83566434 0.88111888 0.86363636]; 0.8816067653276956; 0.8731501057082452; 0.8964646464646465; 0.9114441416893734; 0.9356643356643357; 0.9090909090909092; 0.8875502008032129; 0.9324894514767933; 0.8814989630265322; 0.8790322580645161; 0.923728813559322; 0.8732568118429521; 0.900081234768481; 0.9326599326599326; 0.8964646464646464
ensemble_model_v2_N16_B142_E158_nb_zones_10_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.83783784 0.83445946 0.82094595 0.84459459 0.81756757]; 0.8794642857142857; 0.8861607142857143; 0.8947811447811448; 0.9051667756703728; 0.9351351351351351; 0.902027027027027; 0.888888888888889; 0.9391304347826087; 0.8778220981252493; 0.8874172185430463; 0.9220183486238532; 0.8870961308336658; 0.8987034035656402; 0.9335016835016835; 0.8947811447811448
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; 12; ica_diff; svd; 1638; 546; 546; 0.6; 0.2; 0.2; [0.84146341 0.81707317 0.82926829 0.81097561 0.76993865]; 0.9105691056910569; 0.8590785907859079; 0.8367003367003367; 0.8135384615384615; 0.8070818070818071; 0.815018315018315; 0.9043478260869565; 0.8571428571428571; 0.9098548510313216; 0.8452380952380952; 0.7593582887700535; 0.8604483751542575; 0.8317432784041631; 0.8072390572390572; 0.8367003367003366
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; 12; ica_diff; svd; 1680; 560; 560; 0.6; 0.2; 0.2; [0.8422619  0.85714286 0.84821429 0.85714286 0.88690476]; 0.882183908045977; 0.8936781609195402; 0.9204545454545454; 0.9357266936884772; 0.9619047619047619; 0.9339285714285714; 0.8870523415977961; 0.9147727272727273; 0.8818049682875263; 0.896358543417367; 0.9302325581395349; 0.8940935517970401; 0.9227625664078464; 0.9503367003367004; 0.9204545454545454
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svd; 16; 142; 158; zones; ica_diff; svd; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.86141304 0.86684783 0.89402174 0.88315217 0.85597826]; 0.8619402985074627; 0.8731343283582089; 0.9128787878787878; 0.9271948608137044; 0.941304347826087; 0.9260869565217391; 0.8692579505300353; 0.9461538461538461; 0.8643812709030101; 0.8768115942028986; 0.8768115942028986; 0.8730211817168338; 0.9147095179233623; 0.9343434343434344; 0.9128787878787878
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; 12; ica_diff; svdn; 1874; 624; 624; 0.6002562459961563; 0.19987187700192185; 0.19987187700192185; [0.59574468 0.62765957 0.64171123 0.60962567 0.63101604]; 0.549800796812749; 0.6135458167330677; 0.6691919191919192; 0.7209302325581395; 0.7940234791889007; 0.6926360725720384; 0.6062717770034843; 0.725; 0.5571564885496183; 0.6711864406779662; 0.7557251908396947; 0.6070292620865141; 0.7029478458049887; 0.7828282828282829; 0.6691919191919192
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; 12; ica_diff; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.58938547 0.54748603 0.58379888 0.62011173 0.56703911]; 0.5699658703071673; 0.5426621160409556; 0.8880471380471381; 0.9966480446927374; 0.9966480446927374; 0.9966480446927375; 0.6227544910179641; 0.6709677419354839; 0.5637447405329593; 0.5649350649350648; 0.6304347826086957; 0.5474754558204769; 0.890625; 0.9116161616161617; 0.8880471380471381
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svdn; 16; 142; 158; zones; ica_diff; svdn; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.53513514 0.53783784 0.54594595 0.5326087  0.53804348]; 0.5509433962264151; 0.5471698113207547; 0.8817340067340067; 0.977395048439182; 0.9837486457204767; 0.9772481040086675; 0.5608856088560885; 0.6031746031746031; 0.5533858627383808; 0.6078431372549019; 0.6690647482014388; 0.5408815804499257; 0.8845995893223818; 0.9065656565656566; 0.8817340067340068
svm_model_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; 12; ica_diff; svdne; 1676; 558; 558; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.88095238 0.85714286 0.88690476 0.85928144 0.85628743]; 0.9057142857142857; 0.8857142857142857; 0.8872053872053872; 0.8878665899942496; 0.9212410501193318; 0.8836515513126492; 0.9054441260744985; 0.8633879781420765; 0.907741893262655; 0.8742138364779873; 0.8323353293413174; 0.8833807794247571; 0.8886118038237739; 0.8998316498316499; 0.8872053872053872
ensemble_model_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; 12; ica_diff; svdne; 1758; 586; 586; 0.6; 0.2; 0.2; [0.88636364 0.87215909 0.87215909 0.86647727 0.90285714]; 0.8673139158576052; 0.8640776699029126; 0.9019360269360269; 0.9154453213077791; 0.9237770193401593; 0.9146757679180887; 0.8722741433021807; 0.9210526315789473; 0.8681696278913845; 0.8670886075949368; 0.8726114649681529; 0.8639373114314448; 0.9033596018249689; 0.9166666666666666; 0.9019360269360268
ensemble_model_v2_N16_B142_E158_nb_zones_12_ica_diff_svdne; 16; 142; 158; zones; ica_diff; svdne; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.86416185 0.86705202 0.88953488 0.91569767 0.86046512]; 0.7975460122699386; 0.8343558282208589; 0.8973063973063973; 0.9300225733634312; 0.9559164733178654; 0.9280742459396752; 0.8047337278106509; 0.8047337278106509; 0.7972713225040516; 0.8353658536585366; 0.8726114649681529; 0.835714016507745; 0.8999179655455292; 0.9234006734006734; 0.8973063973063974
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; 4; ica_diff; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.7        0.775      0.74166667 0.75       0.72033898]; 0.6984924623115578; 0.7185929648241206; 0.7279116465863453; 0.7124304267161411; 0.6421404682274248; 0.7408026755852843; 0.6153846153846154; 0.48484848484848486; 0.6974242424242425; 0.6266666666666667; 0.49473684210526314; 0.7089068825910931; 0.6792899408284023; 0.5821501014198783; 0.7264627246662015
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; 4; ica_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.85245902 0.90163934 0.86885246 0.86065574 0.90983607]; 0.8916256157635468; 0.8522167487684729; 0.9163385826771654; 0.9483568075117371; 0.9934426229508196; 0.9459016393442624; 0.9009009009009009; 0.8928571428571429; 0.8914835164835164; 0.85; 0.8762886597938144; 0.8532386695195487; 0.9198868991517436; 0.9494163424124513; 0.9159432309671818
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.87037037 0.88888889 0.91666667 0.94339623 0.93396226]; 0.8539325842696629; 0.8314606741573034; 0.929372197309417; 0.9870129870129871; 0.9925373134328358; 0.9869402985074626; 0.8555555555555555; 0.8555555555555555; 0.8539141414141415; 0.8214285714285714; 0.8414634146341463; 0.8321900406504064; 0.9289740698985344; 0.9363636363636364; 0.9294650040225263
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; 4; ica_diff; svdn; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.66981132 0.53773585 0.62264151 0.63207547 0.67924528]; 0.5965909090909091; 0.6477272727272727; 0.7426303854875284; 0.8315412186379929; 0.8754716981132076; 0.8226415094339623; 0.6358974358974359; 0.7209302325581395; 0.5993540051679587; 0.696078431372549; 0.7473684210526316; 0.6391163092917479; 0.7628004179728318; 0.8183856502242153; 0.7417616324515571
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; 4; ica_diff; svdn; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.60606061 0.65384615 0.61538462 0.54615385 0.56153846]; 0.5806451612903226; 0.5529953917050692; 0.8268876611418048; 1.0; 1.0; 1.0; 0.5844748858447488; 0.5925925925925926; 0.5806999660210669; 0.5726872246696035; 0.5701754385964912; 0.5520780105603815; 0.8287795992714027; 0.8302919708029197; 0.8268560225761811
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.57462687 0.50746269 0.65671642 0.62686567 0.60606061]; 0.5720720720720721; 0.6036036036036037; 0.8219424460431655; 0.9777777777777777; 0.9880239520958084; 0.9775449101796407; 0.624505928853755; 0.7053571428571429; 0.5708603896103897; 0.6615384615384615; 0.7413793103448276; 0.5971047495120365; 0.8333333333333334; 0.8807829181494662; 0.821300549983824
svm_model_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; 4; ica_diff; svdne; 688; 229; 229; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.89130435 0.86231884 0.85507246 0.89855072 0.89705882]; 0.8122270742358079; 0.8733624454148472; 0.8638743455497382; 0.8796561604584526; 0.8924418604651163; 0.877906976744186; 0.8377358490566037; 0.8951612903225806; 0.8047235023041475; 0.8744588744588746; 0.926605504587156; 0.875802752293578; 0.8693467336683417; 0.8994800693240901; 0.8636240416919221
ensemble_model_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; 4; ica_diff; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.81451613 0.88709677 0.84677419 0.84677419 0.88709677]; 0.8106796116504854; 0.8592233009708737; 0.8604651162790697; 0.879746835443038; 0.896774193548387; 0.8774193548387097; 0.8186046511627908; 0.9166666666666666; 0.8174242424242424; 0.8542713567839196; 0.9139784946236559; 0.8640688933295271; 0.8623326959847036; 0.9038076152304609; 0.861847522436994
ensemble_model_v2_N16_B184_E200_nb_zones_4_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.88 0.9  0.9  0.89 0.85]; 0.8253012048192772; 0.8674698795180723; 0.9170673076923077; 0.9645669291338583; 0.98; 0.9639999999999999; 0.8284023668639053; 0.813953488372093; 0.8257267441860465; 0.8658536585365854; 0.8987341772151899; 0.8689073184926523; 0.9179548156956006; 0.9301204819277108; 0.9170986102684118
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; 6; ica_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.8045977  0.83908046 0.87356322 0.86781609 0.85632184]; 0.7620689655172413; 0.7758620689655172; 0.8186206896551724; 0.845138055222089; 0.8091954022988506; 0.8517241379310345; 0.7112970711297072; 0.6296296296296297; 0.7535244922341697; 0.7430830039525691; 0.6619718309859155; 0.7735534830605253; 0.8015094339622642; 0.7457865168539326; 0.8173377028714107
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; 6; ica_diff; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.87096774 0.8172043  0.84782609 0.82065217 0.89130435]; 0.9090909090909091; 0.8636363636363636; 0.9071428571428571; 0.9205658324265507; 0.9155844155844156; 0.920995670995671; 0.9113924050632912; 0.9536423841059603; 0.9099422111612604; 0.8627450980392157; 0.9361702127659575; 0.8692827111733978; 0.9072031148604801; 0.9270557029177718; 0.9075482076929826
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.88764045 0.87640449 0.85227273 0.89772727 0.91477273]; 0.8707482993197279; 0.8639455782312925; 0.9014945652173914; 0.9266155531215772; 0.9570135746606335; 0.9242081447963801; 0.8758169934640523; 0.9370629370629371; 0.8725049784652433; 0.8773006134969326; 0.89937106918239; 0.8607966457023061; 0.906148867313916; 0.9408602150537635; 0.9010619756587499
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; 6; ica_diff; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.63978495 0.55376344 0.55434783 0.53804348 0.57065217]; 0.5909090909090909; 0.5844155844155844; 0.7922077922077922; 0.9316770186335404; 0.974025974025974; 0.9285714285714285; 0.5800000000000001; 0.5209580838323353; 0.5973584745402811; 0.5586206896551724; 0.5225806451612903; 0.584819734345351; 0.794344473007712; 0.7882653061224489; 0.7922808012093726
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; 6; ica_diff; svdn; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.6125  0.60625 0.525   0.575   0.59375]; 0.5789473684210527; 0.6165413533834586; 0.8340840840840841; 0.991172761664565; 0.9825; 0.99125; 0.6216216216216216; 0.6814814814814815; 0.5773819621147867; 0.6458333333333334; 0.7153846153846154; 0.6187217194570136; 0.8395061728395062; 0.869172932330827; 0.8341366910529697
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 846; 282; 282; 0.6; 0.2; 0.2; [0.61764706 0.56470588 0.59411765 0.5297619  0.57738095]; 0.524822695035461; 0.5319148936170213; 0.8049645390070922; 0.9892729439809297; 0.9810874704491725; 0.9893617021276595; 0.5963855421686747; 0.6387096774193548; 0.512268224536449; 0.5510204081632654; 0.5625; 0.53125; 0.8122866894197952; 0.8240997229916898; 0.8044917219609613
svm_model_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; 6; ica_diff; svdne; 858; 286; 286; 0.6; 0.2; 0.2; [0.95930233 0.86627907 0.87790698 0.90116279 0.89411765]; 0.8216783216783217; 0.8216783216783217; 0.8678321678321679; 0.903010033444816; 0.9440559440559441; 0.8986013986013986; 0.8294314381270903; 0.8671328671328671; 0.8216783216783217; 0.8338762214983713; 0.8827586206896552; 0.8208119344583027; 0.8742514970059879; 0.9163179916317992; 0.8676961627163203
ensemble_model_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; 6; ica_diff; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.86413043 0.89130435 0.83152174 0.82065217 0.89673913]; 0.8660130718954249; 0.8790849673202614; 0.8962140992167101; 0.9112814895947426; 0.9043478260869565; 0.9119565217391306; 0.8714733542319749; 0.879746835443038; 0.8655490933971947; 0.8825396825396825; 0.9266666666666666; 0.88; 0.8972204266321914; 0.9036458333333334; 0.8961946444153578
ensemble_model_v2_N16_B184_E200_nb_zones_6_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.78645833 0.8125     0.78125    0.77604167 0.79166667]; 0.85; 0.890625; 0.9; 0.9200415368639668; 0.9229166666666667; 0.9197916666666666; 0.8545454545454545; 0.8650306748466258; 0.8497127896526122; 0.8895899053627759; 0.9215686274509803; 0.8919220382763884; 0.9006211180124224; 0.9108040201005025; 0.9000537513437836
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; 8; ica_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.84166667 0.82083333 0.81092437 0.8697479  0.84033613]; 0.8316582914572864; 0.8015075376884422; 0.8326633165829146; 0.8378143972246315; 0.8090452261306532; 0.8433835845896147; 0.8174386920980926; 0.8287292817679558; 0.8314153321282175; 0.8132387706855791; 0.7962962962962963; 0.801994301994302; 0.8286155429747811; 0.8098591549295775; 0.8326404208382827
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; 8; ica_diff; svd; 1096; 365; 365; 0.6002190580503833; 0.19989047097480833; 0.19989047097480833; [0.85       0.87272727 0.83636364 0.81192661 0.85779817]; 0.8849315068493151; 0.9095890410958904; 0.9184008762322016; 0.9349736379613357; 0.9708029197080292; 0.9324817518248175; 0.8877005347593583; 0.8924731182795699; 0.8847840451733046; 0.9105691056910569; 0.9385474860335196; 0.9101339580705232; 0.9207868155236575; 0.9485213581599123; 0.9184008762322015
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 1140; 380; 380; 0.6; 0.2; 0.2; [0.8377193  0.81140351 0.80263158 0.86403509 0.86403509]; 0.8789473684210526; 0.8973684210526316; 0.9052631578947369; 0.9183147033533964; 0.9368421052631579; 0.9166666666666667; 0.885; 0.9725274725274725; 0.8827283827283828; 0.9051094890510949; 0.9587628865979382; 0.8960481099656359; 0.9088145896656535; 0.9482029598308668; 0.9054431989930015
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; 8; ica_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.59349593 0.6147541  0.61885246 0.53688525 0.65163934]; 0.5823095823095823; 0.5626535626535627; 0.6218074656188605; 0.6910688140556369; 0.7725040916530278; 0.6546644844517185; 0.6082949308755761; 0.673469387755102; 0.5855498597543283; 0.5936073059360731; 0.6280193236714976; 0.5615096618357489; 0.6559428060768543; 0.7238658777120316; 0.6222069114587555
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; 8; ica_diff; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.60176991 0.55752212 0.55752212 0.60176991 0.55357143]; 0.6835106382978723; 0.5824468085106383; 0.85; 0.9946524064171123; 0.9893617021276596; 0.9946808510638299; 0.7173396674584324; 0.7864583333333334; 0.6812726449275364; 0.6161369193154034; 0.6810810810810811; 0.5839960379227396; 0.8555327868852458; 0.8873538788522848; 0.8499602195113394
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.59677419 0.5766129  0.59677419 0.58870968 0.5483871 ]; 0.5254237288135594; 0.559322033898305; 0.8034849951597289; 0.9776714513556619; 0.9887096774193549; 0.9774193548387097; 0.5663716814159292; 0.6597938144329897; 0.5330932542484583; 0.6176470588235294; 0.6774193548387096; 0.5529953917050691; 0.8139321723189733; 0.8612997090203686; 0.8035967144135658
svm_model_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; 8; ica_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.88888889 0.85042735 0.86206897 0.85344828 0.88793103]; 0.8788659793814433; 0.8969072164948454; 0.8757731958762887; 0.8775834658187598; 0.9484536082474226; 0.8676975945017181; 0.8822055137844611; 0.8502415458937198; 0.8809218779192356; 0.8936170212765957; 0.8842105263157894; 0.8966507177033494; 0.8814559763895722; 0.9152196118488254; 0.8754037705446001
ensemble_model_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; 8; ica_diff; svdne; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.84920635 0.88095238 0.85714286 0.8452381  0.908     ]; 0.8520286396181385; 0.8568019093078759; 0.8821564885496184; 0.9065071054599851; 0.9634340222575517; 0.9006359300476948; 0.8385416666666666; 0.7853658536585366; 0.8506268520629131; 0.8469387755102041; 0.8217821782178217; 0.855591549938404; 0.8831045906294368; 0.9005791505791506; 0.8823650469876885
ensemble_model_v2_N16_B184_E200_nb_zones_8_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.79338843 0.85123967 0.82644628 0.79752066 0.84583333]; 0.8830845771144279; 0.9029850746268657; 0.8886679920477137; 0.8874388254486133; 0.9006622516556292; 0.8857615894039735; 0.8822055137844612; 0.9411764705882353; 0.8868673050615595; 0.9073634204275536; 0.9227053140096618; 0.9023782980304719; 0.8905180840664711; 0.9128256513026052; 0.8888585850201388
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; 10; ica_diff; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.80479452 0.83561644 0.85172414 0.86206897 0.83448276]; 0.8351409978308026; 0.8329718004338394; 0.8392255892255892; 0.8344179320318149; 0.7936726272352133; 0.842503438789546; 0.8347826086956521; 0.8495575221238938; 0.8354170589342873; 0.8378947368421052; 0.8468085106382979; 0.832696290717379; 0.8352027610008629; 0.8148148148148148; 0.8392255892255893
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; 10; ica_diff; svd; 1446; 482; 482; 0.6; 0.2; 0.2; [0.84827586 0.86206897 0.90689655 0.85416667 0.85763889]; 0.853763440860215; 0.8494623655913979; 0.8994107744107744; 0.9310580204778158; 0.9432918395573997; 0.9301521438450899; 0.8595041322314049; 0.896551724137931; 0.8538552612105963; 0.8559670781893005; 0.8927038626609443; 0.8493691727097825; 0.9018480492813141; 0.9242424242424242; 0.8994107744107744
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 1410; 470; 470; 0.6; 0.2; 0.2; [0.83333333 0.82269504 0.83333333 0.83333333 0.86170213]; 0.8872340425531915; 0.9085106382978724; 0.9055319148936171; 0.9116409537166901; 0.9219858156028369; 0.9106382978723403; 0.8937875751503006; 0.9214876033057852; 0.8861823981441206; 0.9109730848861285; 0.9649122807017544; 0.9101420907641004; 0.9078073089700996; 0.9302127659574468; 0.9055319148936171
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; 10; ica_diff; svdn; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.62337662 0.62337662 0.57142857 0.59090909 0.62091503]; 0.5966587112171837; 0.6181384248210023; 0.6687710437710438; 0.7286729857819905; 0.7997399219765929; 0.7022106631989598; 0.6572008113590263; 0.7534883720930232; 0.5924304605563155; 0.6595744680851064; 0.7598039215686274; 0.6217624259005927; 0.7031308940022633; 0.7845117845117845; 0.6687710437710437
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; 10; ica_diff; svdn; 1482; 494; 494; 0.6; 0.2; 0.2; [0.61409396 0.61824324 0.60135135 0.64527027 0.58108108]; 0.5816554809843401; 0.5771812080536913; 0.8371212121212122; 0.9925625422582827; 0.99055330634278; 0.9925775978407556; 0.6160164271047228; 0.7009345794392523; 0.5865187918655489; 0.637236084452975; 0.7124463519313304; 0.5711764469937026; 0.8443908323281062; 0.8838383838383839; 0.8371212121212122
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.57638889 0.54861111 0.55208333 0.56643357 0.56293706]; 0.6021276595744681; 0.574468085106383; 0.8181818181818182; 0.9688149688149688; 0.9735376044568245; 0.9686629526462395; 0.647834274952919; 0.7818181818181819; 0.6129090909090908; 0.6587030716723549; 0.772; 0.5609999999999999; 0.83125; 0.8956228956228957; 0.8181818181818181
svm_model_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; 10; ica_diff; svdne; 1596; 532; 532; 0.6; 0.2; 0.2; [0.8375     0.809375   0.85625    0.83962264 0.90880503]; 0.9025641025641026; 0.9; 0.8665824915824916; 0.853836784409257; 0.8784461152882206; 0.849624060150376; 0.9112149532710281; 0.9798994974874372; 0.9009445131416244; 0.9055690072639225; 0.9790575916230366; 0.901589097319056; 0.8723318566250504; 0.9116161616161617; 0.8665824915824917
ensemble_model_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; 10; ica_diff; svdne; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.90764331 0.89490446 0.8566879  0.9044586  0.88461538]; 0.8514851485148515; 0.8168316831683168; 0.8872053872053872; 0.9170792079207921; 0.9451530612244898; 0.9145408163265305; 0.8529411764705881; 0.8571428571428571; 0.8514570007107322; 0.8168316831683169; 0.8208955223880597; 0.8168517020807293; 0.8896210873146623; 0.9090909090909091; 0.8872053872053872
ensemble_model_v2_N16_B184_E200_nb_zones_10_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 1404; 468; 468; 0.6; 0.2; 0.2; [0.84751773 0.86524823 0.84285714 0.83214286 0.84285714]; 0.8611111111111112; 0.8760683760683761; 0.8841880341880342; 0.896358543417367; 0.9116809116809117; 0.8945868945868946; 0.8712871287128714; 0.9016393442622951; 0.8593018149882903; 0.882591093117409; 0.9316239316239316; 0.8760683760683761; 0.888339513803049; 0.9135593220338983; 0.8839348334307423
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; 12; ica_diff; svd; 1794; 598; 598; 0.6; 0.2; 0.2; [0.81111111 0.81111111 0.84916201 0.84636872 0.86871508]; 0.7731958762886598; 0.7766323024054983; 0.8228114478114478; 0.8296122209165687; 0.7870680044593088; 0.83835005574136; 0.7518796992481203; 0.6802721088435374; 0.7741638321995464; 0.7547169811320753; 0.6944444444444444; 0.7757936507936509; 0.8114643976712943; 0.7626262626262627; 0.8228114478114478
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; 12; ica_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.87359551 0.85393258 0.84831461 0.86516854 0.88483146]; 0.8758389261744967; 0.8825503355704698; 0.9221380471380471; 0.9365524985962942; 0.9370786516853933; 0.9365168539325842; 0.8868501529051989; 0.9863945578231292; 0.8773032391764652; 0.8936170212765957; 0.9735099337748344; 0.8813127900166688; 0.924086992203529; 0.9478114478114478; 0.9221380471380469
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svd; 16; 184; 200; zones; ica_diff; svd; 1806; 602; 602; 0.6; 0.2; 0.2; [0.88674033 0.8839779  0.85082873 0.85555556 0.81944444]; 0.8491228070175438; 0.8385964912280702; 0.8943602693602694; 0.9119565217391304; 0.929125138427464; 0.9102990033222592; 0.8693009118541034; 0.9225806451612903; 0.8420595533498759; 0.8345323741007195; 0.8923076923076924; 0.8429280397022332; 0.8974254188802615; 0.9242424242424242; 0.8943602693602695
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; 12; ica_diff; svdn; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.60755814 0.59593023 0.61046512 0.59302326 0.5377907 ]; 0.6615853658536586; 0.600609756097561; 0.6961279461279462; 0.7505197505197505; 0.8395348837209302; 0.7209302325581395; 0.6991869918699186; 0.7413793103448276; 0.6564039408866995; 0.6430517711171662; 0.7662337662337663; 0.6101283773697567; 0.7285714285714285; 0.8156565656565656; 0.696127946127946
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; 12; ica_diff; svdn; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.59831461 0.6011236  0.55337079 0.61516854 0.61581921]; 0.6220735785953178; 0.5719063545150501; 0.8939393939393939; 0.9937817976257772; 0.9887514060742407; 0.9938132733408325; 0.6412698412698413; 0.6917808219178082; 0.6236681887366818; 0.6097560975609756; 0.6535947712418301; 0.5699480705524218; 0.8955223880597014; 0.9090909090909091; 0.8939393939393939
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svdn; 16; 184; 200; zones; ica_diff; svdn; 1734; 578; 578; 0.6; 0.2; 0.2; [0.56896552 0.57471264 0.56647399 0.61849711 0.5982659 ]; 0.5794392523364486; 0.5389408099688473; 0.8556397306397306; 0.9657142857142857; 0.9746251441753172; 0.9653979238754326; 0.6131805157593123; 0.7278911564625851; 0.5909570724841662; 0.6185567010309277; 0.6896551724137931; 0.525099695050434; 0.8620828307197427; 0.9023569023569024; 0.8556397306397306
svm_model_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; 12; ica_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.89265537 0.92329545 0.91193182 0.90625    0.91193182]; 0.755700325732899; 0.739413680781759; 0.8707912457912458; 0.9173913043478261; 0.9580022701475596; 0.9137343927355278; 0.7634069400630915; 0.7857142857142857; 0.7556022408963585; 0.7575757575757576; 0.8169934640522876; 0.7396655631949749; 0.8765581021310815; 0.9175084175084175; 0.8707912457912458
ensemble_model_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; 12; ica_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.85393258 0.88764045 0.87921348 0.88135593 0.88418079]; 0.79; 0.87; 0.8792087542087542; 0.900697799248524; 0.9448198198198198; 0.8958333333333334; 0.7947882736156353; 0.7770700636942676; 0.7906329339450359; 0.8612099644128114; 0.8461538461538461; 0.8689367956883881; 0.882904936760506; 0.9107744107744108; 0.8792087542087543
ensemble_model_v2_N16_B184_E200_nb_zones_12_ica_diff_svdne; 16; 184; 200; zones; ica_diff; svdne; 1788; 596; 596; 0.6; 0.2; 0.2; [0.84078212 0.86312849 0.80446927 0.83240223 0.86235955]; 0.9455782312925171; 0.9319727891156463; 0.890993265993266; 0.8788701792504073; 0.9049217002237137; 0.8752796420581654; 0.9483870967741935; 0.9671052631578947; 0.9448202372127501; 0.9324324324324325; 0.971830985915493; 0.9332839140103781; 0.8941561095218634; 0.9208754208754208; 0.890993265993266
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; 4; svd_trunc_diff; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [1. 1. 1. 1. 1.]; 0.7064676616915423; 0.6766169154228856; 0.8767395626242545; 1.0; 1.0; 1.0; 0.766798418972332; 0.8738738738738738; 0.6869369369369369; 0.6829268292682926; 0.8860759493670886; 0.7135297779622327; 0.8832391713747646; 0.9532520325203252; 0.8783769890228086
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; 4; svd_trunc_diff; svd; 522; 174; 174; 0.6; 0.2; 0.2; [1.         0.99038462 1.         1.         1.        ]; 0.6724137931034483; 0.5747126436781609; 0.8494252873563218; 1.0; 1.0; 1.0; 0.7420814479638008; 0.9425287356321839; 0.6724137931034482; 0.6754385964912281; 0.9390243902439024; 0.5945121951219512; 0.8650875386199792; 0.9767441860465116; 0.8508720930232557
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.97368421 0.98245614 0.99122807 0.98245614 0.99107143]; 0.544973544973545; 0.5502645502645502; 0.8181818181818182; 0.998236331569665; 0.9964788732394366; 0.9982394366197183; 0.6532258064516129; 0.9; 0.5611111111111111; 0.6502057613168726; 0.8777777777777778; 0.5651515151515152; 0.8374291115311909; 0.9547413793103449; 0.8207316855057948
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; 4; svd_trunc_diff; svdn; 686; 228; 228; 0.6007005253940455; 0.19964973730297722; 0.19964973730297722; [0.88405797 0.7826087  0.84782609 0.86764706 0.875     ]; 0.5350877192982456; 0.5394736842105263; 0.7705779334500875; 0.929655172413793; 0.9825072886297376; 0.9256559766763848; 0.6602564102564102; 0.865546218487395; 0.5199290725464498; 0.6601941747572816; 0.9107142857142857; 0.5458743842364532; 0.8053491827637445; 0.9442508710801394; 0.7696606468076754
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; 4; svd_trunc_diff; svdn; 540; 180; 180; 0.6; 0.2; 0.2; [0.89814815 0.91666667 0.92592593 0.92592593 0.91666667]; 0.5444444444444444; 0.5333333333333333; 0.8155555555555556; 1.0; 1.0; 1.0; 0.6525423728813559; 0.8279569892473119; 0.5346681497960697; 0.6410256410256411; 0.8241758241758241; 0.5300654401777998; 0.8356435643564357; 0.9295154185022027; 0.8145334940044645
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.92857143 0.88095238 0.85714286 0.86290323 0.89516129]; 0.5048076923076923; 0.5769230769230769; 0.8051823416506718; 0.9811912225705329; 1.0; 0.9808306709265175; 0.6308243727598566; 0.8301886792452831; 0.49842767295597484; 0.6879432624113475; 0.8290598290598291; 0.540903540903541; 0.8306922435362801; 0.9291044776119403; 0.8015087605451006
svm_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; 4; svd_trunc_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [1.         1.         1.         0.99152542 0.98305085]; 0.7868020304568528; 0.7817258883248731; 0.9127789046653144; 0.9983136593591906; 1.0; 0.9983108108108107; 0.8055555555555555; 0.8285714285714286; 0.7838509316770187; 0.7839195979899497; 0.8297872340425532; 0.7838256558562281; 0.9146825396825398; 0.9313131313131313; 0.9127034088337551
ensemble_model_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; 4; svd_trunc_diff; svdne; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.98412698 1.         0.99206349 0.99193548 0.99193548]; 0.7644230769230769; 0.7211538461538461; 0.8973128598848369; 1.0; 1.0; 1.0; 0.7741935483870969; 0.8316831683168316; 0.7663088738780419; 0.7156862745098038; 0.7525773195876289; 0.7231355066406613; 0.8978032473734479; 0.9197651663405088; 0.8977356905148872
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.96721311 0.98360656 0.95901639 0.98360656 0.96666667]; 0.6881188118811881; 0.6732673267326733; 0.8715415019762845; 0.9983525535420099; 0.9967105263157895; 0.9983552631578947; 0.7622641509433963; 0.9711538461538461; 0.6794544740973312; 0.738095238095238; 0.9393939393939394; 0.6784348337746396; 0.8843416370106763; 0.980276134122288; 0.8713261858730252
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; 6; svd_trunc_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.99425287 0.98275862 0.97701149 1.         0.98850575]; 0.6448275862068965; 0.5517241379310345; 0.8393103448275862; 1.0; 1.0; 1.0; 0.7518072289156627; 0.9936305732484076; 0.6133566400076624; 0.6813725490196079; 0.9652777777777778; 0.554556697108067; 0.8623744831659774; 0.9918478260869565; 0.8369603276093046
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; 6; svd_trunc_diff; svd; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.98780488 0.98170732 0.98780488 0.98170732 0.98170732]; 0.6886446886446886; 0.6923076923076923; 0.876281112737921; 1.0; 1.0; 1.0; 0.7231270358306189; 0.8604651162790697; 0.6975936692506459; 0.7218543046357615; 0.8861788617886179; 0.7097560975609757; 0.881735479356193; 0.9516616314199395; 0.8785296793463334
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [1.         0.98913043 0.98351648 0.97802198 0.95054945]; 0.7072368421052632; 0.7894736842105263; 0.8981603153745072; 0.9978165938864628; 1.0; 0.9978118161925601; 0.7278287461773699; 0.7828947368421053; 0.7072368421052632; 0.8036809815950919; 0.8562091503267973; 0.7890317274812795; 0.9012109623964308; 0.9278215223097113; 0.8981212874706451
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; 6; svd_trunc_diff; svdn; 996; 332; 332; 0.6; 0.2; 0.2; [0.925      0.935      0.89       0.91919192 0.9040404 ]; 0.5813253012048193; 0.5240963855421686; 0.8018072289156627; 0.9683168316831684; 0.9819277108433735; 0.967871485943775; 0.7061310782241015; 0.912568306010929; 0.5435324751531154; 0.6638297872340425; 0.9230769230769231; 0.516753185464842; 0.8315412186379928; 0.9552941176470588; 0.7980174291938997
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; 6; svd_trunc_diff; svdn; 894; 298; 298; 0.6; 0.2; 0.2; [0.83333333 0.85       0.88202247 0.85955056 0.84269663]; 0.5838926174496645; 0.5671140939597316; 0.8194630872483222; 0.9823008849557523; 0.9932885906040269; 0.9821029082774049; 0.7033492822966507; 0.9245283018867925; 0.5593864531016697; 0.6950354609929078; 0.9130434782608695; 0.5368137099333545; 0.8458452722063037; 0.9621903520208605; 0.8151200722759905
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1004; 334; 334; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.82178218 0.78217822 0.77       0.825      0.735     ]; 0.5179640718562875; 0.5329341317365269; 0.7930622009569378; 0.9714285714285714; 0.9820717131474104; 0.9711155378486056; 0.5660377358490566; 0.603448275862069; 0.5142241379310345; 0.5438596491228069; 0.5961538461538461; 0.5368409680207433; 0.7997685185185185; 0.8305288461538461; 0.7932406135531135
svm_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; 6; svd_trunc_diff; svdne; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.96276596 0.96276596 0.95744681 0.94148936 0.9787234 ]; 0.6869009584664537; 0.670926517571885; 0.8627075351213283; 0.9851063829787234; 0.9851063829787234; 0.9851063829787234; 0.7379679144385026; 0.9452054794520548; 0.703141661881716; 0.7296587926509186; 0.9144736842105263; 0.6777337365152011; 0.8731563421828908; 0.9635416666666666; 0.8646029135338344
ensemble_model_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; 6; svd_trunc_diff; svdne; 828; 276; 276; 0.6; 0.2; 0.2; [0.9939759  1.         0.98795181 0.9939759  1.        ]; 0.717391304347826; 0.7717391304347826; 0.8978260869565218; 1.0; 1.0; 1.0; 0.7515923566878981; 0.9007633587786259; 0.7262437483548302; 0.8025078369905956; 0.920863309352518; 0.7706506327784488; 0.9034907597535935; 0.9649122807017544; 0.8984044162129461
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 798; 266; 266; 0.6; 0.2; 0.2; [1.      0.9875  0.99375 0.99375 1.     ]; 0.6654135338345865; 0.6766917293233082; 0.868421052631579; 1.0; 1.0; 1.0; 0.7100977198697069; 0.9316239316239316; 0.6939998852750531; 0.7440476190476191; 0.9328358208955224; 0.6747512437810945; 0.8785565579458708; 0.9738461538461538; 0.8707466063348416
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; 8; svd_trunc_diff; svd; 1164; 388; 388; 0.6; 0.2; 0.2; [0.98717949 0.98290598 0.97844828 0.98275862 0.98706897]; 0.5335051546391752; 0.5747422680412371; 0.8190721649484536; 0.9957007738607051; 0.9948453608247423; 0.9957044673539519; 0.652591170825336; 0.918918918918919; 0.5505924643855679; 0.6904315196998125; 0.9435897435897436; 0.5728311412249236; 0.8416779431664412; 0.9698544698544699; 0.8203055580356193
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; 8; svd_trunc_diff; svd; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.99561404 1.         0.99115044 1.         0.99557522]; 0.7427055702917772; 0.7320954907161804; 0.8944856839872747; 0.9991173874669019; 1.0; 0.9991166077738516; 0.7728337236533959; 0.8870967741935484; 0.7445955075156224; 0.7720090293453725; 0.8636363636363636; 0.7251142712036568; 0.9006490264603095; 0.9494736842105264; 0.89407444894287
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.98672566 0.99115044 0.99557522 0.98660714 0.99107143]; 0.7093333333333334; 0.6933333333333334; 0.8800639658848614; 0.9991111111111112; 0.9982238010657194; 0.9991119005328597; 0.7625272331154684; 0.9510869565217391; 0.7137633735488278; 0.7578947368421054; 0.9574468085106383; 0.6926271475708272; 0.8907236522583777; 0.9807486631016042; 0.8803849585433633
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; 8; svd_trunc_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.8        0.89495798 0.91176471 0.86134454 0.85294118]; 0.4987405541561713; 0.5340050377833753; 0.7734138972809668; 0.9459016393442623; 0.9681208053691275; 0.9446308724832215; 0.6059405940594059; 0.8010471204188482; 0.5097468611802979; 0.6336633663366337; 0.8247422680412371; 0.5404499517546086; 0.7982062780269059; 0.9072375127420998; 0.7750117911969205
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; 8; svd_trunc_diff; svdn; 1272; 424; 424; 0.6; 0.2; 0.2; [0.80078125 0.81496063 0.81889764 0.81889764 0.85826772]; 0.5306603773584906; 0.5754716981132075; 0.8084905660377358; 0.9790535298681149; 0.9921383647798742; 0.9787735849056604; 0.6280373831775701; 0.8076923076923077; 0.5357905982905983; 0.660377358490566; 0.8101851851851852; 0.5709579772079771; 0.8275276125743416; 0.9188679245283019; 0.808490566037736
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.86363636 0.8625     0.9125     0.87916667 0.88333333]; 0.5175; 0.555; 0.8146853146853147; 1.0; 1.0; 1.0; 0.5970772442588727; 0.7447916666666666; 0.5262419871794872; 0.644; 0.7777777777777778; 0.5469199769717905; 0.8298945437872536; 0.905; 0.8147754491017964
svm_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; 8; svd_trunc_diff; svdne; 1236; 412; 412; 0.6; 0.2; 0.2; [0.97983871 0.97580645 0.96774194 0.96747967 0.9796748 ]; 0.6941747572815534; 0.7257281553398058; 0.875242718446602; 0.9853658536585367; 0.9805825242718447; 0.9854368932038835; 0.6941747572815533; 0.7079207920792079; 0.6944365865157944; 0.7328605200945627; 0.7788944723618091; 0.727475405194989; 0.875544794188862; 0.887144259077527; 0.8753684792025483
ensemble_model_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; 8; svd_trunc_diff; svdne; 1230; 410; 410; 0.6; 0.2; 0.2; [0.97154472 0.97560976 0.97560976 0.96747967 0.97154472]; 0.6439024390243903; 0.7; 0.8673170731707317; 0.9975589910496337; 0.9967479674796748; 0.997560975609756; 0.6983471074380164; 0.8894736842105263; 0.660645933014354; 0.7700934579439253; 0.8956521739130435; 0.6728260869565218; 0.8790035587188613; 0.9545893719806763; 0.8664572475666927
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.98046875 0.984375   0.96484375 0.96484375 0.9296875 ]; 0.7112676056338029; 0.6901408450704225; 0.8789868667917449; 0.9976580796252927; 0.9984375; 0.99765625; 0.757396449704142; 0.909952606635071; 0.7131158382012565; 0.7338709677419355; 0.8666666666666667; 0.6925925925925926; 0.8870402802101576; 0.9547596606974552; 0.8793406146624531
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; 10; svd_trunc_diff; svd; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.97931034 0.99310345 0.99305556 0.99305556 1.        ]; 0.8004291845493562; 0.796137339055794; 0.9208754208754208; 1.0; 1.0; 1.0; 0.7991360691144708; 0.8371040723981901; 0.8022255055868501; 0.8133595284872298; 0.8448979591836735; 0.7934897035737372; 0.9221854304635762; 0.9377104377104377; 0.920875420875421
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; 10; svd_trunc_diff; svd; 1530; 510; 510; 0.6; 0.2; 0.2; [0.96732026 0.98366013 0.99019608 0.96732026 0.9869281 ]; 0.6997635933806147; 0.7304964539007093; 0.8964646464646465; 0.9967384213959557; 0.9986928104575163; 0.996732026143791; 0.7292110874200426; 0.868020304568528; 0.7105588248506358; 0.7807692307692308; 0.8982300884955752; 0.7181505772427115; 0.9024583663758923; 0.9579124579124579; 0.8964646464646465
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.97972973 0.96621622 0.96283784 0.97635135 0.97278912]; 0.7461024498886414; 0.7305122494432071; 0.8985690235690236; 0.9959459459459459; 0.9972936400541272; 0.9959404600811907; 0.7755905511811024; 0.8794642857142857; 0.7463988095238094; 0.7641325536062378; 0.8711111111111111; 0.7301984126984127; 0.9036385445821671; 0.9511784511784511; 0.8985690235690237
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; 10; svd_trunc_diff; svdn; 1588; 529; 529; 0.600151171579743; 0.1999244142101285; 0.1999244142101285; [0.86477987 0.86477987 0.86163522 0.86477987 0.87341772]; 0.5406091370558376; 0.5076142131979695; 0.8017676767676768; 0.9417475728155339; 0.9773299748110831; 0.9395465994962218; 0.6678899082568808; 0.91; 0.5348969072164949; 0.6433823529411765; 0.9020618556701031; 0.5135309278350515; 0.8279137742053343; 0.9537037037037037; 0.8017676767676769
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; 10; svd_trunc_diff; svdn; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.88275862 0.88541667 0.875      0.88541667 0.88541667]; 0.5224839400428265; 0.5267665952890792; 0.8131313131313131; 1.0; 1.0; 1.0; 0.6301824212271974; 0.8597285067873304; 0.5396203509546408; 0.6497622820919176; 0.8333333333333334; 0.5094268476621417; 0.8340807174887893; 0.9393939393939394; 0.8131313131313131
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.77333333 0.83333333 0.85666667 0.81208054 0.79530201]; 0.4727272727272727; 0.4954545454545455; 0.7866161616161617; 0.9653368214519293; 0.9866310160427807; 0.964572192513369; 0.5063829787234042; 0.5534883720930233; 0.47452196382428935; 0.5595238095238095; 0.6266666666666667; 0.4924031007751939; 0.7974430683180185; 0.8400673400673401; 0.7866161616161614
svm_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; 10; svd_trunc_diff; svdne; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.96206897 0.98263889 0.97916667 0.98263889 0.95833333]; 0.5802997858672377; 0.6338329764453962; 0.8404882154882155; 0.9916897506925207; 0.9930651872399445; 0.9916782246879334; 0.6512455516014234; 0.820627802690583; 0.5906417701977504; 0.702608695652174; 0.8278688524590164; 0.6246967580680732; 0.8531576908175126; 0.9267676767676768; 0.8404882154882155
ensemble_model_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; 10; svd_trunc_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.98       0.96979866 0.96979866 0.97651007 0.95973154]; 0.6832579185520362; 0.6945701357466063; 0.882996632996633; 0.9979879275653923; 0.9973190348525469; 0.9979892761394101; 0.7142857142857143; 0.7847533632286996; 0.6823310195138932; 0.7193347193347193; 0.7899543378995434; 0.6954255994430452; 0.8870836718115354; 0.9191919191919192; 0.882996632996633
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.99657534 0.9760274  0.98630137 0.97931034 0.97241379]; 0.6717391304347826; 0.6956521739130435; 0.8754208754208754; 0.9965776865160849; 1.0; 0.9965659340659341; 0.721915285451197; 0.8270042194092827; 0.6668653384041929; 0.7378277153558053; 0.8834080717488789; 0.7011977067605154; 0.8833727344365643; 0.9436026936026936; 0.8754208754208753
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; 12; svd_trunc_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.99719101 0.99438202 0.97752809 0.99438202 0.98033708]; 0.6778523489932886; 0.7449664429530202; 0.9234006734006734; 0.9943693693693694; 0.9921348314606742; 0.9943820224719101; 0.7142857142857143; 0.8391608391608392; 0.6840965486126777; 0.7877094972067038; 0.9096774193548387; 0.7380554928942026; 0.9263157894736841; 0.9629629629629629; 0.9234006734006733
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; 12; svd_trunc_diff; svd; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.97428571 0.96571429 0.97142857 0.96857143 0.98563218]; 0.7261146496815286; 0.697452229299363; 0.9221380471380471; 0.9977142857142857; 0.9988558352402745; 0.9977116704805492; 0.785; 0.9874213836477987; 0.7227429498884155; 0.7582697201017812; 0.9612903225806452; 0.7007709474538446; 0.9272512780180888; 0.9924242424242424; 0.9221380471380471
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svd; 16; 0; 16; zones; svd_trunc_diff; svd; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.97142857 0.98285714 0.97413793 0.95402299 0.97126437]; 0.7436708860759493; 0.7088607594936709; 0.9225589225589226; 0.993689041881813; 0.9931192660550459; 0.9936926605504587; 0.7780821917808219; 0.8819875776397516; 0.7409937888198759; 0.7486338797814208; 0.8838709677419355; 0.7121218192746944; 0.9256265157639451; 0.9638047138047138; 0.9225589225589225
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; 12; svd_trunc_diff; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.8603352  0.82960894 0.86235955 0.80337079 0.83707865]; 0.5574324324324325; 0.5641891891891891; 0.8358585858585859; 0.9295010845986985; 0.9607623318385651; 0.9271300448430493; 0.6614987080103358; 0.8648648648648649; 0.5574324324324325; 0.6614173228346457; 0.8513513513513513; 0.5641891891891891; 0.8506891271056661; 0.9351851851851852; 0.8358585858585859
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; 12; svd_trunc_diff; svdn; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.81818182 0.79829545 0.80681818 0.81428571 0.84571429]; 0.4870967741935484; 0.5096774193548387; 0.8468013468013468; 0.9704735376044568; 0.9920273348519362; 0.9698177676537585; 0.5912596401028277; 0.7516339869281046; 0.4904666749927147; 0.6122448979591837; 0.7643312101910829; 0.5063486116314891; 0.8586956521739131; 0.930976430976431; 0.8468013468013468
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdn; 16; 0; 16; zones; svd_trunc_diff; svdn; 1818; 606; 606; 0.6; 0.2; 0.2; [0.82967033 0.8543956  0.85164835 0.85989011 0.83977901]; 0.5232974910394266; 0.5304659498207885; 0.8657407407407407; 0.9703504043126685; 0.9900990099009901; 0.9697469746974696; 0.6167146974063401; 0.7482517482517482; 0.5175082270670506; 0.6180758017492712; 0.7794117647058824; 0.536559029206088; 0.874656188605108; 0.9368686868686869; 0.8657407407407407
svm_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; 12; svd_trunc_diff; svdne; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.97687861 0.99421965 0.97109827 0.96820809 0.97398844]; 0.8606811145510835; 0.8730650154798761; 0.9532828282828283; 0.9856569133677568; 0.9930635838150289; 0.985549132947977; 0.8623853211009175; 0.9215686274509803; 0.8637254901960784; 0.8831908831908831; 0.9117647058823529; 0.8709150326797384; 0.9541511771995044; 0.9722222222222222; 0.9532828282828283
ensemble_model_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; 12; svd_trunc_diff; svdne; 1746; 582; 582; 0.6; 0.2; 0.2; [0.98571429 0.99428571 0.97428571 0.98850575 0.97988506]; 0.6984126984126984; 0.7333333333333333; 0.9217171717171717; 0.9960022844089093; 0.9988545246277205; 0.9959908361970219; 0.7545219638242894; 0.954248366013072; 0.705519244734931; 0.7857142857142858; 0.9506172839506173; 0.7269426289034132; 0.926482213438735; 0.9865319865319865; 0.9217171717171717
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_trunc_diff_svdne; 16; 0; 16; zones; svd_trunc_diff; svdne; 1758; 586; 586; 0.6; 0.2; 0.2; [0.98011364 0.98579545 0.98295455 0.98579545 0.98571429]; 0.6407766990291263; 0.6375404530744336; 0.9057239057239057; 0.9994314951677089; 1.0; 0.9994311717861205; 0.7101827676240208; 0.8343558282208589; 0.6295066812337171; 0.6956521739130436; 0.8767123287671232; 0.650012606101353; 0.9107569721115538; 0.9621212121212122; 0.9057239057239057
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; 4; svd_trunc_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.98360656 1.         0.99180328 0.98360656 1.        ]; 0.7931034482758621; 0.7980295566502463; 0.9183070866141733; 1.0; 1.0; 1.0; 0.8157894736842106; 0.9117647058823529; 0.792516016307513; 0.8075117370892019; 0.9052631578947369; 0.8044834307992204; 0.9210275927687916; 0.9641434262948207; 0.9188421411629746
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; 4; svd_trunc_diff; svd; 534; 178; 178; 0.6; 0.2; 0.2; [0.98148148 0.99074074 0.97169811 0.98113208 0.98113208]; 0.7303370786516854; 0.797752808988764; 0.9056179775280899; 1.0; 1.0; 1.0; 0.7714285714285714; 0.9418604651162791; 0.7372345803842264; 0.8317757009345795; 0.898989898989899; 0.7849379874696331; 0.9123173277661795; 0.9668141592920354; 0.9046399563583465
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 468; 156; 156; 0.6; 0.2; 0.2; [0.93617021 0.92553191 0.9787234  0.9787234  0.94565217]; 0.8782051282051282; 0.8525641025641025; 0.9461538461538461; 1.0; 1.0; 1.0; 0.87248322147651; 0.9558823529411765; 0.8870320855614974; 0.8654970760233918; 0.8604651162790697; 0.8516611295681064; 0.9467005076142132; 0.961340206185567; 0.9462313275825796
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; 4; svd_trunc_diff; svdn; 588; 196; 196; 0.6; 0.2; 0.2; [0.60169492 0.61016949 0.68644068 0.60169492 0.61206897]; 0.6275510204081632; 0.6071428571428571; 0.6438775510204081; 0.6699834162520729; 0.6870748299319728; 0.66156462585034; 0.6294416243654822; 0.6966292134831461; 0.6333613357135356; 0.6451612903225807; 0.6422018348623854; 0.6027101128334915; 0.6568338249754179; 0.6788617886178862; 0.6437341729974676
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; 4; svd_trunc_diff; svdn; 684; 228; 228; 0.6; 0.2; 0.2; [0.67391304 0.65217391 0.63235294 0.63235294 0.60294118]; 0.5745614035087719; 0.5701754385964912; 0.8210526315789474; 0.9868613138686131; 0.9883040935672515; 0.986842105263158; 0.6311787072243347; 0.7757009345794392; 0.5861975747277361; 0.6573426573426573; 0.8245614035087719; 0.5701754385964912; 0.8346839546191249; 0.9147424511545293; 0.8221892498406962
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.625      0.5625     0.5703125  0.63492063 0.61111111]; 0.589622641509434; 0.5613207547169812; 0.8132075471698114; 0.9717868338557993; 0.9748427672955975; 0.9716981132075472; 0.5915492957746479; 0.63; 0.5917857142857144; 0.593886462882096; 0.6181818181818182; 0.5590909090909091; 0.8166666666666667; 0.8352272727272727; 0.8132903280929596
svm_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; 4; svd_trunc_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.98461538 0.98461538 0.97692308 0.98461538 0.97692308]; 0.8564814814814815; 0.8518518518518519; 0.9417744916820703; 1.0; 1.0; 1.0; 0.858447488584475; 0.9306930693069307; 0.8609987085665088; 0.8677685950413223; 0.9130434782608695; 0.8476108480413259; 0.9432943294329433; 0.9685767097966729; 0.9417744916820703
ensemble_model_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; 4; svd_trunc_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.99180328 0.98333333 0.98333333 0.975      0.96666667]; 0.875; 0.835; 0.9401197604790419; 0.9966666666666666; 0.9933554817275747; 0.9966777408637874; 0.8815165876777251; 0.9587628865979382; 0.8774396957261535; 0.8390243902439024; 0.9347826086956522; 0.8423913043478262; 0.9409448818897638; 0.9755102040816327; 0.9408801020408164
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 660; 220; 220; 0.6; 0.2; 0.2; [0.91666667 0.96212121 0.97727273 0.9469697  0.9469697 ]; 0.8545454545454545; 0.8409090909090909; 0.9236363636363636; 0.973561430793157; 0.9484848484848485; 0.9742424242424242; 0.8620689655172413; 0.9433962264150944; 0.8576630254882488; 0.8571428571428572; 0.9130434782608695; 0.8374741200828157; 0.9249999999999999; 0.9401088929219601; 0.9236063590292861
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; 6; svd_trunc_diff; svd; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.98170732 1.         1.         0.99390244 0.98780488]; 0.8095238095238095; 0.8205128205128205; 0.9231332357247438; 0.9951456310679612; 1.0; 0.9951219512195122; 0.8266666666666668; 0.9051094890510949; 0.809172391584371; 0.8403908794788273; 0.9626865671641791; 0.8230699022871255; 0.9266247379454927; 0.973568281938326; 0.9232804913341264
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; 6; svd_trunc_diff; svd; 864; 288; 288; 0.6; 0.2; 0.2; [0.97126437 0.97701149 0.95348837 0.98255814 0.94767442]; 0.8715277777777778; 0.8333333333333334; 0.9284722222222223; 0.9788235294117646; 0.9629629629629629; 0.9791666666666665; 0.8737201365187713; 0.9411764705882353; 0.8751934984520124; 0.8509316770186335; 0.9448275862068966; 0.8325536532433083; 0.9296928327645051; 0.9551192145862553; 0.9287287957387947
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.98888889 0.96111111 0.98333333 0.98888889 0.97191011]; 0.8394648829431438; 0.8127090301003345; 0.93048128342246; 1.0; 1.0; 1.0; 0.8389261744966442; 0.9057971014492754; 0.8442028985507246; 0.8400000000000001; 0.8963414634146342; 0.8037262872628728; 0.9327296248382925; 0.9600532623169108; 0.930362201628254
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; 6; svd_trunc_diff; svdn; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [0.60240964 0.63855422 0.64457831 0.66463415 0.65853659]; 0.5927272727272728; 0.6145454545454545; 0.6656976744186046; 0.6967418546365916; 0.6731234866828087; 0.7070217917675544; 0.6137931034482759; 0.6180555555555556; 0.5914705258693809; 0.6131386861313869; 0.6461538461538462; 0.6161803713527851; 0.6622613803230543; 0.6564774381368268; 0.6656842923630433
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; 6; svd_trunc_diff; svdn; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.63297872 0.61170213 0.69148936 0.61170213 0.62903226]; 0.6057692307692307; 0.5480769230769231; 0.7829705505761844; 0.9209694415173868; 0.9317697228144989; 0.920042643923241; 0.6306306306306305; 0.6645569620253164; 0.6050057537399309; 0.5865102639296188; 0.6134969325153374; 0.5450034998147157; 0.7911275415896487; 0.8126582278481013; 0.7826244507116153
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.57647059 0.59411765 0.6547619  0.58928571 0.57142857]; 0.604982206405694; 0.5373665480427047; 0.8086770981507824; 0.9669811320754718; 0.9715639810426541; 0.966824644549763; 0.645367412140575; 0.7062937062937062; 0.6031468531468531; 0.5859872611464969; 0.6571428571428571; 0.5377912867274569; 0.8176271186440678; 0.8553191489361702; 0.8085440252526785
svm_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; 6; svd_trunc_diff; svdne; 912; 304; 304; 0.6; 0.2; 0.2; [0.95108696 0.95054945 0.95054945 0.95604396 0.97802198]; 0.819078947368421; 0.7960526315789473; 0.906578947368421; 0.9721293199554069; 0.956140350877193; 0.9725877192982457; 0.8184818481848185; 0.9465648854961832; 0.8345541190486696; 0.8268156424581005; 0.896969696969697; 0.7866143448877262; 0.9088575096277278; 0.9414893617021277; 0.9069425975177305
ensemble_model_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; 6; svd_trunc_diff; svdne; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.96703297 0.96153846 0.95054945 0.97802198 0.96666667]; 0.804635761589404; 0.8377483443708609; 0.9173280423280423; 0.9809203142536476; 0.9625550660792952; 0.9812775330396476; 0.8115015974440893; 0.8758620689655172; 0.8073577860751153; 0.8473520249221185; 0.9006622516556292; 0.837748344370861; 0.9180327868852459; 0.9333333333333333; 0.9174540682414698
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.95604396 0.94444444 0.93888889 0.96111111 0.93888889]; 0.8333333333333334; 0.8633333333333333; 0.9174434087882823; 0.9620253164556963; 0.926829268292683; 0.9634146341463414; 0.8387096774193549; 0.9420289855072463; 0.8413848631239935; 0.8714733542319749; 0.9144736842105263; 0.8626422475106684; 0.9172229639519359; 0.9271255060728745; 0.9175706373991179
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; 8; svd_trunc_diff; svd; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.96610169 0.97881356 0.96186441 0.95762712 0.98290598]; 0.8775510204081632; 0.8903061224489796; 0.9383282364933742; 0.9743150684931506; 0.966044142614601; 0.9745331069609507; 0.8793969849246231; 0.8928571428571429; 0.8775510204081632; 0.8958837772397094; 0.9024390243902439; 0.8897221859919133; 0.9388580090955029; 0.9383838383838384; 0.9383277216610549
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; 8; svd_trunc_diff; svd; 1068; 356; 356; 0.6; 0.2; 0.2; [0.94392523 0.94392523 0.93457944 0.92056075 0.97641509]; 0.9157303370786517; 0.8932584269662921; 0.952808988764045; 0.9847908745247149; 0.9700374531835206; 0.9850187265917603; 0.9222797927461138; 0.9468085106382979; 0.9138804457953393; 0.8978494623655915; 0.9597701149425287; 0.894720222306429; 0.9535911602209945; 0.9631696428571429; 0.9527386675824175
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.92276423 0.96311475 0.93852459 0.95901639 0.94262295]; 0.8157248157248157; 0.8108108108108109; 0.9135559921414538; 0.9801652892561984; 0.9705400981996727; 0.9803600654664484; 0.8414376321353064; 0.9521531100478469; 0.8119351408825093; 0.8300220750551875; 0.9641025641025641; 0.8169569424286405; 0.9176029962546817; 0.9655172413793104; 0.9137086696612517
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; 8; svd_trunc_diff; svdn; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.61504425 0.61061947 0.625      0.67857143 0.62946429]; 0.56951871657754; 0.6203208556149733; 0.6335470085470085; 0.6888708367181153; 0.7544483985765125; 0.6592526690391459; 0.5839793281653747; 0.6384180790960452; 0.5730161461470074; 0.6697674418604651; 0.6857142857142857; 0.6111498257839721; 0.6650390624999999; 0.7175974710221286; 0.632363199216373
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; 8; svd_trunc_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.64705882 0.66525424 0.62711864 0.59745763 0.66949153]; 0.5964467005076142; 0.616751269035533; 0.8263959390862944; 0.9732441471571907; 0.9847715736040609; 0.9729272419627749; 0.6410835214446953; 0.6826923076923077; 0.5913461538461539; 0.6253101736972705; 0.6774193548387096; 0.6199596774193548; 0.8325171400587661; 0.8629441624365483; 0.8263959390862945
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.55       0.5875     0.59166667 0.59166667 0.60504202]; 0.568922305764411; 0.5714285714285714; 0.8086172344689379; 0.9676348547717843; 0.9732888146911519; 0.9674457429048414; 0.5612244897959183; 0.5365853658536586; 0.5698390746794066; 0.5558441558441558; 0.5194174757281553; 0.5731802404547512; 0.8072653884964682; 0.7920792079207921; 0.8088185086257105
svm_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; 8; svd_trunc_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.94537815 0.93697479 0.96638655 0.94117647 0.95378151]; 0.8560606060606061; 0.8585858585858586; 0.9354187689202825; 0.9873417721518987; 0.9831932773109243; 0.9873949579831933; 0.8633093525179856; 0.9375; 0.8584558823529411; 0.8703703703703703; 0.9494949494949495; 0.8585858585858587; 0.9370698131760078; 0.9675126903553299; 0.9356119118777653
ensemble_model_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; 8; svd_trunc_diff; svdne; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.97058824 0.97478992 0.94117647 0.95762712 0.96186441]; 0.8632911392405064; 0.8430379746835444; 0.9347165991902834; 0.9890664423885618; 0.9915682967959528; 0.9890387858347386; 0.8689320388349514; 0.9086294416243654; 0.8634056299030918; 0.8434343434343434; 0.8978494623655914; 0.8460539177856665; 0.9354031046569854; 0.9569672131147541; 0.934983606557377
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.96551724 0.92241379 0.9137931  0.95258621 0.9612069 ]; 0.9093264248704663; 0.8652849740932642; 0.9446169772256728; 0.9824868651488617; 0.9672413793103448; 0.9827586206896552; 0.9184149184149184; 0.9800995024875622; 0.9062659674599972; 0.8767772511848342; 0.9438775510204082; 0.8640440386680988; 0.946312092323131; 0.9651995905834186; 0.9443799000037513
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; 10; svd_trunc_diff; svd; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.96381579 0.96710526 0.93092105 0.95723684 0.95723684]; 0.8457943925233645; 0.7570093457943925; 0.9116161616161617; 0.9730820995962315; 0.9513157894736842; 0.9736842105263158; 0.8630705394190872; 0.9674418604651163; 0.8452232776503985; 0.7944664031620554; 0.9436619718309859; 0.7578774975434; 0.9151172190784156; 0.9528619528619529; 0.9116161616161615
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; 10; svd_trunc_diff; svd; 1618; 539; 539; 0.6001483679525222; 0.19992581602373888; 0.19992581602373888; [0.9382716  0.94135802 0.93518519 0.92592593 0.94409938]; 0.9023746701846965; 0.9472295514511874; 0.9574915824915825; 0.9723618090452262; 0.9567367119901112; 0.972805933250927; 0.9008042895442359; 0.9333333333333333; 0.9038525963149079; 0.9502487562189056; 0.9597989949748744; 0.9465661641541039; 0.9573299535276723; 0.9537037037037037; 0.9574915824915825
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 1568; 522; 522; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.97133758 0.96815287 0.98726115 0.96496815 0.94871795]; 0.7673267326732673; 0.7673267326732673; 0.9111952861952862; 0.9852090032154341; 0.9770408163265306; 0.9853316326530611; 0.8016877637130801; 0.9134615384615384; 0.762853218210361; 0.7956521739130435; 0.9336734693877551; 0.7721251962323391; 0.9152269987946967; 0.9587542087542088; 0.9111952861952862
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; 10; svd_trunc_diff; svdn; 1560; 520; 520; 0.6; 0.2; 0.2; [0.60897436 0.60897436 0.59935897 0.66346154 0.6474359 ]; 0.6029411764705882; 0.6151960784313726; 0.6359427609427609; 0.6531130876747141; 0.658974358974359; 0.6499999999999999; 0.5846153846153846; 0.5757575757575758; 0.6021645021645021; 0.59846547314578; 0.5571428571428572; 0.6169552669552669; 0.6326963906581741; 0.627104377104377; 0.6359427609427609
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; 10; svd_trunc_diff; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.62056738 0.62056738 0.63928571 0.61428571 0.58571429]; 0.6367521367521367; 0.5982905982905983; 0.8145299145299145; 0.9463276836158191; 0.9544159544159544; 0.9458689458689459; 0.66796875; 0.7184873949579832; 0.6353306540007306; 0.6370656370656371; 0.7236842105263158; 0.6014254385964912; 0.8225674570727719; 0.8613013698630136; 0.8146097293001076
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 1632; 544; 544; 0.6; 0.2; 0.2; [0.58231707 0.60736196 0.61349693 0.62576687 0.62576687]; 0.5564516129032258; 0.6075268817204301; 0.8278619528619529; 0.940389294403893; 0.9473039215686274; 0.9399509803921569; 0.555256064690027; 0.5628415300546448; 0.5565530401595975; 0.6217616580310881; 0.6349206349206349; 0.6070778037991152; 0.8296543107038733; 0.8383838383838383; 0.8278619528619529
svm_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; 10; svd_trunc_diff; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.9527027  0.94217687 0.93197279 0.97278912 0.94557823]; 0.8407079646017699; 0.8252212389380531; 0.9225589225589226; 0.9770992366412214; 0.9565217391304348; 0.9775815217391305; 0.8506224066390041; 0.8798283261802575; 0.8394575420855626; 0.8308351177730192; 0.8858447488584474; 0.8270425461030434; 0.9230125523012552; 0.9284511784511784; 0.9225589225589225
ensemble_model_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; 10; svd_trunc_diff; svdne; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.98089172 0.94585987 0.94904459 0.96178344 0.94267516]; 0.8337468982630273; 0.8635235732009926; 0.9330808080808081; 0.9760207388204796; 0.9592356687898089; 0.9764331210191083; 0.8466819221967964; 0.9296482412060302; 0.8349221598187014; 0.874141876430206; 0.9362745098039216; 0.862609616711006; 0.9342159702110053; 0.9503367003367004; 0.9330808080808082
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 1372; 457; 457; 0.600174978127734; 0.199912510936133; 0.199912510936133; [0.99275362 0.98540146 0.98540146 0.99635036 0.98175182]; 0.7592997811816192; 0.7461706783369803; 0.899825021872266; 0.9978150036416606; 0.9985422740524781; 0.9978134110787172; 0.7587719298245614; 0.7972350230414746; 0.7611175115207374; 0.7613168724279835; 0.7838983050847458; 0.744890329012961; 0.9010799136069114; 0.9157155399473222; 0.8998804378027806
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; 12; svd_trunc_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.94722222 0.95555556 0.93888889 0.94722222 0.93854749]; 0.8269896193771626; 0.8512110726643599; 0.9398148148148148; 0.971687429218573; 0.9543937708565072; 0.9721913236929921; 0.851190476190476; 0.9930555555555556; 0.8275622605363984; 0.8700906344410877; 0.993103448275862; 0.8507183908045977; 0.9412248253185368; 0.9638047138047138; 0.9398148148148148
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; 12; svd_trunc_diff; svd; 1912; 637; 637; 0.6001255492780917; 0.19993722536095418; 0.19993722536095418; [0.9296875  0.94764398 0.93979058 0.95549738 0.93455497]; 0.8793103448275862; 0.8706896551724138; 0.9617003367003367; 0.9825119236883944; 0.9696652719665272; 0.9827405857740585; 0.888888888888889; 0.9824561403508771; 0.8810585786500149; 0.8837209302325583; 0.9661016949152542; 0.8690157597383289; 0.9620358781810597; 0.9705387205387206; 0.9617003367003367
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svd; 16; 42; 58; zones; svd_trunc_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.95505618 0.9494382  0.96067416 0.91292135 0.95786517]; 0.9463087248322147; 0.9362416107382551; 0.9654882154882155; 0.973096737263881; 0.9550561797752809; 0.9735955056179775; 0.9448275862068966; 0.9072847682119205; 0.9468396630175249; 0.9328621908127208; 0.8979591836734694; 0.935734558724152; 0.9646551724137931; 0.9419191919191919; 0.9654882154882155
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; 12; svd_trunc_diff; svdn; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.62716763 0.58381503 0.61271676 0.60982659 0.6416185 ]; 0.5479876160990712; 0.6006191950464397; 0.7575757575757576; 0.8288800454803865; 0.8427745664739884; 0.8260115606936417; 0.5730994152046783; 0.6282051282051282; 0.5506295102103486; 0.6366197183098592; 0.6766467065868264; 0.5979387379087977; 0.765472312703583; 0.7912457912457912; 0.7575757575757573
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; 12; svd_trunc_diff; svdn; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.66       0.62571429 0.62571429 0.62857143 0.61494253]; 0.5414012738853503; 0.554140127388535; 0.819023569023569; 0.9178852643419572; 0.9336384439359268; 0.9164759725400458; 0.595505617977528; 0.6666666666666666; 0.5397849462365591; 0.6111111111111112; 0.7096774193548387; 0.5560965713126396; 0.8275862068965517; 0.8686868686868687; 0.819023569023569
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdn; 16; 42; 58; zones; svd_trunc_diff; svdn; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.61049724 0.65469613 0.61325967 0.60773481 0.60773481]; 0.558303886925795; 0.6113074204946997; 0.8451178451178452; 0.9267217630853996; 0.9292817679558011; 0.9265193370165746; 0.5487364620938627; 0.5428571428571428; 0.558141858141858; 0.6014492753623188; 0.5804195804195804; 0.6116383616383616; 0.8445945945945947; 0.8417508417508418; 0.845117845117845
svm_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; 12; svd_trunc_diff; svdne; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.93785311 0.96892655 0.94915254 0.93220339 0.94034091]; 0.8157894736842105; 0.7796052631578947; 0.930976430976431; 0.9764503159103963; 0.9615384615384616; 0.9768099547511313; 0.8169934640522877; 0.8802816901408451; 0.8197704747000522; 0.8069164265129682; 0.8641975308641975; 0.7736480612067466; 0.9314954051796157; 0.9385521885521886; 0.9309764309764311
ensemble_model_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; 12; svd_trunc_diff; svdne; 1682; 560; 560; 0.6002855103497502; 0.1998572448251249; 0.1998572448251249; [0.95857988 0.95238095 0.92857143 0.93452381 0.9672619 ]; 0.8645533141210374; 0.8472622478386167; 0.9368686868686869; 0.9697336561743342; 0.9524375743162902; 0.9702734839476814; 0.8733153638814015; 0.9418604651162791; 0.8652159468438538; 0.864450127877238; 0.9657142857142857; 0.8462292358803987; 0.9378624689312344; 0.9528619528619529; 0.9368686868686869
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_trunc_diff_svdne; 16; 42; 58; zones; svd_trunc_diff; svdne; 1734; 578; 578; 0.6; 0.2; 0.2; [0.95977011 0.97988506 0.97687861 0.95953757 0.97976879]; 0.8473520249221184; 0.8193146417445483; 0.9541245791245792; 0.9988465974625144; 0.9988465974625144; 0.9988465974625145; 0.8537313432835821; 0.8614457831325302; 0.8468519238243296; 0.8198757763975155; 0.8516129032258064; 0.8203847648659153; 0.9544123797574235; 0.9604377104377104; 0.9541245791245792
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; 4; svd_trunc_diff; svd; 588; 196; 196; 0.6; 0.2; 0.2; [0.95762712 0.91525424 0.95762712 0.95762712 0.94827586]; 0.8214285714285714; 0.8316326530612245; 0.9020408163265307; 0.954248366013072; 0.9931972789115646; 0.9523809523809524; 0.8258706467661693; 0.8829787234042553; 0.8238423028785982; 0.852017937219731; 0.95; 0.8291666666666666; 0.9073359073359074; 0.9631147540983607; 0.9022890843662534
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; 4; svd_trunc_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.88709677 0.8852459  0.85245902 0.89344262 0.8442623 ]; 0.8725490196078431; 0.8774509803921569; 0.9117647058823529; 0.9395348837209303; 0.9901960784313726; 0.9362745098039216; 0.8807339449541284; 0.9320388349514563; 0.8719600115351341; 0.8898678414096917; 0.9351851851851852; 0.8738425925925926; 0.9174311926605506; 0.9671179883945842; 0.9109943818712484
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.890625   0.8828125  0.8984375  0.90625    0.92063492]; 0.8820754716981132; 0.8490566037735849; 0.9274952919020716; 0.9695121951219512; 0.9968652037617555; 0.9686520376175549; 0.8717948717948718; 0.8333333333333334; 0.8803030303030304; 0.8315789473684212; 0.8494623655913979; 0.8491009306948586; 0.9260326609029779; 0.9377431906614786; 0.9278132011701554
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; 4; svd_trunc_diff; svdn; 520; 173; 173; 0.6004618937644342; 0.1997690531177829; 0.1997690531177829; [0.53846154 0.55769231 0.5        0.51923077 0.42307692]; 0.5028901734104047; 0.5202312138728323; 0.6270207852193995; 0.7169117647058825; 0.75; 0.7038461538461538; 0.5376344086021505; 0.5434782608695652; 0.5001341921631777; 0.5699481865284973; 0.6043956043956044; 0.5156124363441437; 0.6500541711809317; 0.6772009029345373; 0.6258344940204602
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; 4; svd_trunc_diff; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.58035714 0.54464286 0.53571429 0.57272727 0.48181818]; 0.5405405405405406; 0.4864864864864865; 0.8056155507559395; 1.0; 1.0; 1.0; 0.5685279187817259; 0.5490196078431373; 0.539570044885424; 0.5077720207253886; 0.5697674418604651; 0.49195442800093964; 0.8097251585623679; 0.8218884120171673; 0.8055094233998881
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 606; 202; 202; 0.6; 0.2; 0.2; [0.54098361 0.5        0.43442623 0.49166667 0.50833333]; 0.4603960396039604; 0.48514851485148514; 0.7891089108910891; 1.0; 1.0; 1.0; 0.4293193717277487; 0.41; 0.45990196078431367; 0.49514563106796117; 0.4636363636363636; 0.4872529644268775; 0.7876370887337987; 0.7699805068226121; 0.7894168127674429
svm_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; 4; svd_trunc_diff; svdne; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.88596491 0.87719298 0.89473684 0.86607143 0.84821429]; 0.8617021276595744; 0.8936170212765957; 0.8757961783439491; 0.8794567062818336; 0.9151943462897526; 0.8745583038869258; 0.8539325842696629; 0.8172043010752689; 0.8612337294850029; 0.8924731182795699; 0.8736842105263158; 0.8938313525749858; 0.8772298006295908; 0.8874734607218684; 0.8757961783439491
ensemble_model_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; 4; svd_trunc_diff; svdne; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.9140625  0.87301587 0.91269841 0.92857143 0.92857143]; 0.8571428571428571; 0.8380952380952381; 0.9068441064638784; 0.9478527607361963; 0.9778481012658228; 0.9462025316455696; 0.8598130841121494; 0.8846153846153846; 0.8574020319303339; 0.8495575221238938; 0.897196261682243; 0.8369476454042283; 0.9102564102564102; 0.9430740037950665; 0.9067750971356284
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.90151515 0.86153846 0.85384615 0.92307692 0.90769231]; 0.8617511520737328; 0.8341013824884793; 0.9116022099447514; 0.9541284403669725; 0.9570552147239264; 0.9539877300613497; 0.8739495798319327; 0.9541284403669725; 0.8613234794427456; 0.8487394957983193; 0.9181818181818182; 0.8329226847918437; 0.9150442477876106; 0.9486238532110092; 0.9114653461988502
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; 6; svd_trunc_diff; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.83707865 0.84269663 0.85955056 0.83707865 0.81460674]; 0.8783783783783784; 0.8918918918918919; 0.8785425101214575; 0.8761061946902655; 0.8898876404494382; 0.8741573033707866; 0.8758620689655173; 0.9202898550724637; 0.8810310034855992; 0.8926174496644296; 0.910958904109589; 0.8921461187214611; 0.8793565683646113; 0.8998628257887518; 0.8788822761081874
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; 6; svd_trunc_diff; svd; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.86470588 0.82352941 0.85882353 0.86470588 0.875     ]; 0.8581560283687943; 0.8652482269503546; 0.9135977337110481; 0.949074074074074; 0.9669811320754716; 0.9481132075471697; 0.8561151079136692; 0.85; 0.8580985915492958; 0.8623188405797101; 0.85; 0.8651408450704225; 0.9139633286318759; 0.9204545454545454; 0.9136171032357473
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.90555556 0.93820225 0.91573034 0.91573034 0.92134831]; 0.8383838383838383; 0.8518518518518519; 0.9118438761776582; 0.9572836801752465; 0.9798206278026906; 0.9562780269058296; 0.8333333333333334; 0.8275862068965517; 0.8381352087114338; 0.8552631578947368; 0.8666666666666667; 0.8517006802721089; 0.9129568106312291; 0.9271255060728745; 0.911884900687444
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; 6; svd_trunc_diff; svdn; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.53658537 0.55487805 0.5304878  0.47560976 0.52439024]; 0.5531135531135531; 0.48717948717948717; 0.5519765739385066; 0.580335731414868; 0.5902439024390244; 0.5731707317073171; 0.5611510791366906; 0.5454545454545454; 0.5534965034965035; 0.5205479452054794; 0.5588235294117647; 0.48744096178617435; 0.5641025641025641; 0.5747460087082729; 0.5517747768799858
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; 6; svd_trunc_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.54301075 0.47826087 0.52173913 0.51630435 0.55434783]; 0.511400651465798; 0.511400651465798; 0.8040364583333334; 0.998914223669924; 0.9978308026030369; 0.9989154013015185; 0.5341614906832298; 0.5375; 0.5102465986394558; 0.5161290322580646; 0.5; 0.511904761904762; 0.8061815840309078; 0.8015364916773368; 0.8040795041168141
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.46666667 0.49444444 0.50555556 0.44444444 0.51123596]; 0.5150501672240803; 0.5150501672240803; 0.7981283422459893; 0.9866666666666666; 0.9888641425389755; 0.9866369710467707; 0.5214521452145214; 0.5524475524475524; 0.5166083916083916; 0.5307443365695792; 0.5256410256410257; 0.5145687645687645; 0.8002645502645502; 0.8088235294117647; 0.7981283422459893
svm_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; 6; svd_trunc_diff; svdne; 742; 247; 247; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.87333333 0.93918919 0.90540541 0.94594595 0.93918919]; 0.8623481781376519; 0.8623481781376519; 0.9053398058252428; 0.9344042838018741; 0.9407008086253369; 0.9339622641509433; 0.8671875; 0.8409090909090909; 0.8639328063241106; 0.8617886178861789; 0.8688524590163934; 0.8624262295081966; 0.9063250600480384; 0.9056; 0.9053368248772504
ensemble_model_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; 6; svd_trunc_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.921875   0.9        0.86842105 0.88947368 0.88947368]; 0.861198738170347; 0.8454258675078864; 0.9167717528373266; 0.9602446483180429; 0.9894957983193278; 0.9590336134453782; 0.8624999999999999; 0.9139072847682119; 0.8635801484082023; 0.851063829787234; 0.9032258064516129; 0.8466746316208681; 0.9190184049079754; 0.9578005115089514; 0.9173330915753712
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.86170213 0.88829787 0.90425532 0.88297872 0.84574468]; 0.865814696485623; 0.9137380191693291; 0.9252873563218391; 0.9486081370449678; 0.9425531914893617; 0.9489361702127659; 0.8609271523178808; 0.8904109589041096; 0.8673611680748092; 0.9072164948453608; 0.9295774647887324; 0.915081130055185; 0.9233791748526522; 0.9300791556728232; 0.925435617440372
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; 8; svd_trunc_diff; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.92173913 0.9        0.9122807  0.91666667 0.92105263]; 0.8818897637795275; 0.8398950131233596; 0.9113326337880377; 0.9467455621301775; 0.9790209790209791; 0.94493006993007; 0.8854961832061068; 0.8529411764705882; 0.884097706879362; 0.8319559228650139; 0.8342541436464088; 0.8396270718232044; 0.9128416709644147; 0.9247648902821317; 0.9112760173223092
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; 8; svd_trunc_diff; svd; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.872      0.848      0.90725806 0.88709677 0.83467742]; 0.8454106280193237; 0.8719806763285024; 0.9213320463320464; 0.9622331691297209; 0.9421221864951769; 0.9630225080385854; 0.8584070796460177; 0.941747572815534; 0.845873786407767; 0.8879492600422833; 0.958904109589041; 0.8666315419740077; 0.9239384041063928; 0.9455587392550143; 0.9210720525543363
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.89256198 0.9214876  0.925      0.89583333 0.89583333]; 0.8453865336658354; 0.8503740648379052; 0.9067796610169492; 0.9467649467649467; 0.9601328903654485; 0.9460132890365448; 0.8434343434343434; 0.893048128342246; 0.8483932230496276; 0.8712446351931331; 0.9485981308411215; 0.8432830226398121; 0.9102256361017763; 0.9451645064805583; 0.9067796610169492
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; 8; svd_trunc_diff; svdn; 1176; 392; 392; 0.6; 0.2; 0.2; [0.50423729 0.51271186 0.56779661 0.57692308 0.52991453]; 0.5433673469387755; 0.5382653061224489; 0.5448979591836735; 0.618364418938307; 0.7329931972789115; 0.5476190476190476; 0.6183368869936035; 0.7323232323232324; 0.5414193481203791; 0.6021978021978023; 0.7098445595854922; 0.5408519280339521; 0.6151855047454702; 0.72829417773238; 0.5450849074186874
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; 8; svd_trunc_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.5203252  0.4795082  0.51229508 0.56967213 0.47131148]; 0.5356265356265356; 0.5257985257985258; 0.81237721021611; 1.0; 1.0; 1.0; 0.5356265356265356; 0.529126213592233; 0.5357073854030816; 0.5187032418952618; 0.5048543689320388; 0.5260590252620393; 0.8118226600985222; 0.8054740957966764; 0.8124112828440441
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 1088; 362; 362; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.51834862 0.55963303 0.59174312 0.5412844  0.52777778]; 0.4889502762430939; 0.5193370165745856; 0.7941501103752759; 0.987108655616943; 0.9852941176470589; 0.9871323529411765; 0.47293447293447294; 0.48255813953488375; 0.4886474908200734; 0.5372340425531914; 0.5519125683060109; 0.5189730439295417; 0.7942636514065086; 0.8008898776418243; 0.7942017843849867
svm_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; 8; svd_trunc_diff; svdne; 1116; 372; 372; 0.6; 0.2; 0.2; [0.89732143 0.88839286 0.85714286 0.88288288 0.91891892]; 0.8602150537634409; 0.8709677419354839; 0.8908602150537634; 0.9123404255319149; 0.9605734767025089; 0.9077060931899641; 0.8555555555555556; 0.8700564971751412; 0.8606692742285962; 0.8730158730158729; 0.8505154639175257; 0.8718869454419089; 0.8938839519079979; 0.9203444564047363; 0.8908918844859341
ensemble_model_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; 8; svd_trunc_diff; svdne; 1272; 424; 424; 0.6; 0.2; 0.2; [0.91796875 0.88582677 0.90551181 0.89370079 0.91338583]; 0.8561320754716981; 0.8608490566037735; 0.9278301886792453; 0.9734085414987913; 0.949685534591195; 0.9740566037735848; 0.8629213483146068; 0.9142857142857143; 0.8566755674232309; 0.8680089485458613; 0.8981481481481481; 0.8601317663817662; 0.9282700421940928; 0.9322033898305084; 0.9278219217583544
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.87931034 0.87931034 0.89130435 0.82608696 0.8826087 ]; 0.8723958333333334; 0.8828125; 0.9073881373569199; 0.9267015706806283; 0.9202772963604853; 0.927209705372617; 0.8693333333333333; 0.9209039548022598; 0.8759109145991976; 0.888888888888889; 0.9230769230769231; 0.8821733821733821; 0.9075804776739357; 0.9209694415173867; 0.9075556354555073
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; 10; svd_trunc_diff; svd; 1482; 494; 494; 0.6; 0.2; 0.2; [0.87919463 0.90202703 0.89864865 0.89189189 0.88513514]; 0.8590604026845637; 0.8478747203579419; 0.8935185185185185; 0.9168937329700272; 0.9082321187584346; 0.9176788124156545; 0.8577878103837472; 0.8878504672897196; 0.8602342465203963; 0.8577405857740587; 0.8798283261802575; 0.8464562191648951; 0.8940979489326077; 0.898989898989899; 0.8935185185185186
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; 10; svd_trunc_diff; svd; 1376; 458; 458; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.88768116 0.86594203 0.91666667 0.88686131 0.86131387]; 0.87117903930131; 0.8580786026200873; 0.9066317626527051; 0.9332344213649851; 0.9142441860465116; 0.934593023255814; 0.8742004264392325; 0.8798283261802575; 0.8710252742012399; 0.8631578947368421; 0.8874458874458875; 0.8578198600225032; 0.9066317626527051; 0.9019097222222222; 0.9066566154970761
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.90202703 0.89527027 0.90878378 0.89527027 0.89115646]; 0.8596881959910914; 0.8307349665924276; 0.9053030303030303; 0.9424364123159304; 0.952638700947226; 0.9418132611637349; 0.851764705882353; 0.8116591928251121; 0.8593694194214055; 0.8264840182648402; 0.8008849557522124; 0.8309357514187071; 0.9045396690708528; 0.8973063973063973; 0.9053030303030303
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; 10; svd_trunc_diff; svdn; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.53618421 0.56907895 0.54276316 0.54934211 0.51644737]; 0.4602803738317757; 0.4976635514018692; 0.6641414141414141; 0.7643908969210175; 0.7513157894736842; 0.7684210526315789; 0.47139588100686497; 0.4975845410628019; 0.46146195378931953; 0.5253863134657836; 0.5384615384615384; 0.49628390932738753; 0.6652684563758389; 0.6675084175084175; 0.6641414141414141
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; 10; svd_trunc_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.52580645 0.52597403 0.55194805 0.56818182 0.5487013 ]; 0.49160671462829736; 0.513189448441247; 0.8253367003367004; 1.0; 1.0; 1.0; 0.5023474178403756; 0.4885844748858447; 0.4917669849176698; 0.4754521963824289; 0.46464646464646464; 0.5108620451086204; 0.8237791932059448; 0.8164983164983165; 0.8253367003367003
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.57876712 0.48630137 0.5862069  0.56896552 0.50689655]; 0.4772234273318872; 0.4685466377440347; 0.7849326599326599; 0.9827467218771567; 0.9793672627235214; 0.9828060522696012; 0.4968684759916493; 0.497907949790795; 0.476431452372875; 0.46854663774403477; 0.4864864864864865; 0.4691846658373855; 0.7861029719547928; 0.7904040404040404; 0.7849326599326599
svm_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; 10; svd_trunc_diff; svdne; 1620; 540; 540; 0.6; 0.2; 0.2; [0.90740741 0.91358025 0.92592593 0.91358025 0.90432099]; 0.8571428571428571; 0.791005291005291; 0.8888888888888888; 0.9185829707893101; 0.9123456790123456; 0.9191358024691358; 0.8755760368663594; 0.9644670050761421; 0.8523992483944246; 0.8114558472553699; 0.9392265193370166; 0.7970244271811987; 0.8927701056051991; 0.9250841750841751; 0.888888888888889
ensemble_model_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; 10; svd_trunc_diff; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.88333333 0.89333333 0.88       0.82885906 0.89597315]; 0.8704545454545455; 0.875; 0.9103535353535354; 0.931618144888287; 0.9197860962566845; 0.9324866310160428; 0.870748299319728; 0.8847926267281107; 0.8706474344402886; 0.8752834467120182; 0.8654708520179372; 0.8751317393730239; 0.9097075031793133; 0.9031986531986532; 0.9103535353535352
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.91197183 0.90492958 0.91549296 0.94366197 0.91549296]; 0.8160676532769556; 0.8202959830866807; 0.904480135249366; 0.9626556016597511; 0.9802816901408451; 0.9619718309859154; 0.8191268191268192; 0.8565217391304348; 0.8171497584541063; 0.8374760994263862; 0.8866396761133604; 0.8172136433664147; 0.9077551020408163; 0.93681550126369; 0.9043704308693343
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; 12; svd_trunc_diff; svd; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.88068182 0.86079545 0.88920455 0.88068182 0.86363636]; 0.801948051948052; 0.8214285714285714; 0.8981481481481481; 0.9288939051918736; 0.9352272727272727; 0.9284090909090909; 0.8075709779179812; 0.8533333333333334; 0.8032489451476794; 0.8377581120943953; 0.8987341772151899; 0.8193670886075949; 0.9003294892915981; 0.92003367003367; 0.8981481481481481
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; 12; svd_trunc_diff; svd; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.87790698 0.90406977 0.88304094 0.86842105 0.87426901]; 0.8700906344410876; 0.8489425981873112; 0.9090909090909091; 0.9285299244625218; 0.9323220536756126; 0.9282380396732789; 0.8760806916426512; 0.8941176470588236; 0.8694190719766168; 0.8529411764705883; 0.9006211180124224; 0.8503105590062112; 0.9102990033222592; 0.9225589225589226; 0.9090909090909091
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svd; 16; 92; 108; zones; svd_trunc_diff; svd; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.88728324 0.87572254 0.86627907 0.87790698 0.87790698]; 0.8773006134969326; 0.8926380368098159; 0.92003367003367; 0.9334875650665125; 0.9361948955916474; 0.9332946635730859; 0.888268156424581; 0.9520958083832335; 0.8754189733740068; 0.8936170212765958; 0.9245283018867925; 0.8934018754942945; 0.9213576158940396; 0.9368686868686869; 0.92003367003367
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; 12; svd_trunc_diff; svdn; 1882; 627; 627; 0.6001275510204082; 0.19993622448979592; 0.19993622448979592; [0.57407407 0.56382979 0.5        0.55585106 0.53989362]; 0.5020242914979757; 0.5506072874493927; 0.5416666666666666; 0.5576823590274186; 0.5727948990435706; 0.5456960680127523; 0.528735632183908; 0.5702479338842975; 0.5033779351961171; 0.5963636363636363; 0.6507936507936508; 0.548537321264594; 0.5589307411907655; 0.5808080808080808; 0.5416666666666667
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; 12; svd_trunc_diff; svdn; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.54891304 0.54619565 0.52445652 0.5326087  0.53825137]; 0.5092936802973977; 0.5241635687732342; 0.8905723905723906; 1.0; 1.0; 1.0; 0.5217391304347826; 0.549618320610687; 0.510316406682155; 0.5395683453237409; 0.5434782608695652; 0.5236475273813475; 0.8913043478260868; 0.8973063973063973; 0.8905723905723906
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdn; 16; 92; 108; zones; svd_trunc_diff; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.52222222 0.55277778 0.55277778 0.55307263 0.5027933 ]; 0.5482758620689655; 0.5413793103448276; 0.8796296296296297; 0.9877232142857142; 0.9855233853006682; 0.987750556792873; 0.5559322033898306; 0.5694444444444444; 0.5484208523592085; 0.5429553264604811; 0.541095890410959; 0.5413812785388129; 0.87973086627418; 0.8804713804713805; 0.8796296296296298
svm_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; 12; svd_trunc_diff; svdne; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.91489362 0.90159574 0.90957447 0.90159574 0.91489362]; 0.7580645161290323; 0.8104838709677419; 0.8893097643097643; 0.917981072555205; 0.9287234042553192; 0.9170212765957447; 0.8013245033112583; 0.968; 0.7563577235772356; 0.833922261484099; 0.959349593495935; 0.8116747967479675; 0.894250100522718; 0.936026936026936; 0.8893097643097643
ensemble_model_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; 12; svd_trunc_diff; svdne; 1794; 598; 598; 0.6; 0.2; 0.2; [0.88611111 0.93333333 0.92178771 0.90502793 0.90502793]; 0.7663230240549829; 0.8041237113402062; 0.8952020202020202; 0.9313399778516057; 0.9375696767001115; 0.930880713489409; 0.7901234567901234; 0.920863309352518; 0.772931654676259; 0.8376068376068376; 0.9671052631578947; 0.7965022718667172; 0.8996372430471584; 0.9393939393939394; 0.8952020202020202
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_trunc_diff_svdne; 16; 92; 108; zones; svd_trunc_diff; svdne; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.88031915 0.88829787 0.90957447 0.85904255 0.90425532]; 0.8629032258064516; 0.9112903225806451; 0.928030303030303; 0.9384697699304442; 0.9329787234042554; 0.9388297872340426; 0.8776978417266187; 0.9384615384615385; 0.8590612777053456; 0.9133858267716536; 0.9830508474576272; 0.9146023468057366; 0.9287796751353602; 0.9385521885521886; 0.9280303030303031
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; 4; svd_trunc_diff; svd; 680; 226; 226; 0.6007067137809188; 0.19964664310954064; 0.19964664310954064; [0.94117647 0.96323529 0.97058824 0.95588235 0.92647059]; 0.8362831858407079; 0.8053097345132744; 0.9098939929328622; 0.9688888888888889; 0.961764705882353; 0.9691176470588235; 0.8582375478927203; 0.9491525423728814; 0.8310577526679223; 0.8267716535433071; 0.9210526315789473; 0.8042763157894737; 0.9142857142857143; 0.951048951048951; 0.9094530469530471
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; 4; svd_trunc_diff; svd; 642; 214; 214; 0.6; 0.2; 0.2; [0.83846154 0.890625   0.859375   0.7265625  0.875     ]; 0.8364485981308412; 0.822429906542056; 0.8878504672897196; 0.9275808936825887; 0.9376947040498442; 0.9267912772585669; 0.8087431693989071; 0.7326732673267327; 0.8309384035748707; 0.819047619047619; 0.7543859649122807; 0.8271929824561405; 0.8848368522072936; 0.8600746268656716; 0.8879024819721617
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.85454545 0.75454545 0.78703704 0.78703704 0.83333333]; 0.8397790055248618; 0.7845303867403315; 0.8852097130242825; 0.9343065693430658; 0.9411764705882353; 0.9338235294117647; 0.8397790055248618; 0.8172043010752689; 0.8404203323558163; 0.7719298245614036; 0.8048780487804879; 0.7862774082286278; 0.8844444444444444; 0.8903803131991052; 0.8852773025690516
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; 4; svd_trunc_diff; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.5        0.42982456 0.52631579 0.5        0.48214286]; 0.5319148936170213; 0.4574468085106383; 0.613588110403397; 0.7128712871287128; 0.7632508833922261; 0.6925795053003534; 0.56; 0.6153846153846154; 0.5344964314036479; 0.4395604395604395; 0.47058823529411764; 0.45859508852084524; 0.631578947368421; 0.6797385620915033; 0.6152315998863314
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; 4; svd_trunc_diff; svdn; 508; 169; 169; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.40196078 0.50980392 0.48039216 0.42156863 0.45      ]; 0.48520710059171596; 0.5562130177514792; 0.8085106382978723; 1.0; 1.0; 1.0; 0.4528301886792452; 0.42857142857142855; 0.484873949579832; 0.5562130177514794; 0.6351351351351351; 0.5649359886201991; 0.80622009569378; 0.8179611650485437; 0.8087501677777281
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.6        0.47222222 0.5462963  0.48148148 0.55555556]; 0.5277777777777778; 0.48333333333333334; 0.7960088691796009; 0.988929889298893; 0.988929889298893; 0.988929889298893; 0.5685279187817259; 0.6363636363636364; 0.5301383399209486; 0.4624277456647399; 0.4878048780487805; 0.48369835739173717; 0.7982456140350878; 0.8253968253968254; 0.7966463519608855
svm_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; 4; svd_trunc_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.83898305 0.83050847 0.77966102 0.78813559 0.79310345]; 0.8979591836734694; 0.8775510204081632; 0.8387755102040816; 0.8213166144200628; 0.891156462585034; 0.8061224489795918; 0.911504424778761; 0.9903846153846154; 0.8919314381270903; 0.8878504672897196; 0.9895833333333334; 0.8797916666666667; 0.8534322820037106; 0.9311740890688259; 0.8380150280735077
ensemble_model_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; 4; svd_trunc_diff; svdne; 504; 168; 168; 0.6; 0.2; 0.2; [0.7745098  0.82352941 0.84       0.88       0.85      ]; 0.8571428571428571; 0.8869047619047619; 0.8833333333333333; 0.8910891089108911; 0.8928571428571429; 0.8908730158730158; 0.875; 0.9032258064516129; 0.8516129032258065; 0.888888888888889; 0.926829268292683; 0.8878332387975042; 0.8870967741935485; 0.9016393442622951; 0.883023061961656
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.89285714 0.94642857 0.91964286 0.86607143 0.88181818]; 0.8333333333333334; 0.8172043010752689; 0.8956989247311828; 0.9424460431654677; 0.9390681003584229; 0.942652329749104; 0.8426395939086294; 0.9120879120879121; 0.8349913244650087; 0.8333333333333334; 0.9340659340659341; 0.8196645459803354; 0.8986415882967606; 0.9327548806941431; 0.8960149669995235
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; 6; svd_trunc_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.84831461 0.84090909 0.86363636 0.86931818 0.86363636]; 0.8673469387755102; 0.8435374149659864; 0.863265306122449; 0.8801652892561984; 0.9659863945578231; 0.8684807256235827; 0.8785046728971961; 0.9215686274509803; 0.8650396328744264; 0.8506493506493505; 0.9632352941176471; 0.8518708116157856; 0.8741390106449592; 0.9561643835616438; 0.8638930025916327
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; 6; svd_trunc_diff; svd; 840; 280; 280; 0.6; 0.2; 0.2; [0.86904762 0.85714286 0.91071429 0.83928571 0.80357143]; 0.8357142857142857; 0.8178571428571428; 0.87; 0.903954802259887; 0.9523809523809523; 0.8988095238095238; 0.8244274809160306; 0.8120300751879699; 0.8345864661654135; 0.8222996515679443; 0.7763157894736842; 0.821751644736842; 0.8730822873082288; 0.8879432624113475; 0.8698709117812132
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 918; 306; 306; 0.6; 0.2; 0.2; [0.80434783 0.88586957 0.86413043 0.77173913 0.88461538]; 0.8790849673202614; 0.8790849673202614; 0.8941176470588236; 0.9083333333333333; 0.9498910675381264; 0.9041394335511982; 0.877887788778878; 0.869281045751634; 0.8790849673202614; 0.8854489164086687; 0.8827160493827161; 0.8788580246913581; 0.8978562421185372; 0.9198966408268734; 0.8938107542758705
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; 6; svd_trunc_diff; svdn; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; [0.50505051 0.51515152 0.56060606 0.52525253 0.52040816]; 0.44376899696048633; 0.5349544072948328; 0.5103280680437424; 0.3168604651162791; 0.22064777327935223; 0.5242914979757084; 0.2766798418972332; 0.20833333333333334; 0.4488871635610766; 0.3952569169960475; 0.2976190476190476; 0.5401138716356109; 0.3249581239530988; 0.23373493975903614; 0.5127008032128514
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; 6; svd_trunc_diff; svdn; 870; 290; 290; 0.6; 0.2; 0.2; [0.52873563 0.56321839 0.48275862 0.50574713 0.58045977]; 0.5; 0.4827586206896552; 0.7965517241379311; 1.0; 1.0; 1.0; 0.5214521452145214; 0.5563380281690141; 0.50114198705748; 0.5283018867924528; 0.5316455696202531; 0.4779439969313387; 0.8021462105969148; 0.8136054421768707; 0.7963132105989248
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 778; 259; 259; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.52564103 0.5        0.47435897 0.54487179 0.51298701]; 0.4826254826254826; 0.4980694980694981; 0.7932098765432098; 0.9948453608247424; 0.9922879177377892; 0.9948586118251929; 0.5; 0.5114503816793893; 0.4822876908396947; 0.49612403100775193; 0.5161290322580645; 0.49880525686977306; 0.794162826420891; 0.8027950310559007; 0.7932686811721221
svm_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; 6; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.86979167 0.78125    0.84895833 0.84895833 0.79473684]; 0.8996865203761756; 0.8652037617554859; 0.8615288220551378; 0.8604206500956023; 0.9394572025052192; 0.8475991649269311; 0.9030303030303031; 0.8922155688622755; 0.9000551528521904; 0.8561872909698997; 0.8590604026845637; 0.8648243189893408; 0.8680597014925374; 0.9144654088050315; 0.8617270864249876
ensemble_model_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; 6; svd_trunc_diff; svdne; 996; 332; 332; 0.6; 0.2; 0.2; [0.875      0.9        0.875      0.88888889 0.88383838]; 0.8524096385542169; 0.8463855421686747; 0.8909638554216868; 0.9232227488151659; 0.9779116465863453; 0.9186746987951807; 0.8595988538681948; 0.8982035928143712; 0.8521320994374886; 0.8632707774798929; 0.9415204678362573; 0.8434310413715449; 0.8981429375351716; 0.9545454545454546; 0.8905008826125331
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 912; 304; 304; 0.6; 0.2; 0.2; [0.88043478 0.84615385 0.85714286 0.88461538 0.90659341]; 0.8223684210526315; 0.8223684210526315; 0.9032894736842105; 0.9567147613762486; 0.9451754385964912; 0.9572368421052632; 0.8439306358381503; 0.8795180722891566; 0.8165706303474768; 0.8333333333333333; 0.8766233766233766; 0.8216450216450216; 0.9064290260980267; 0.9175257731958762; 0.902983316705465
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; 8; svd_trunc_diff; svd; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.8173913  0.78695652 0.84347826 0.85217391 0.84347826]; 0.8903394255874674; 0.8642297650130548; 0.8559498956158664; 0.8539325842696629; 0.9252173913043479; 0.8417391304347827; 0.8975609756097561; 0.9019607843137255; 0.8895278781903823; 0.8571428571428571; 0.8478260869565217; 0.8636115359405725; 0.8633663366336634; 0.9055036344755971; 0.8556899074791418
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; 8; svd_trunc_diff; svd; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.87815126 0.90756303 0.89495798 0.90254237 0.91101695]; 0.8050632911392405; 0.8253164556962025; 0.8861336032388664; 0.93476465730801; 0.954468802698145; 0.933389544688027; 0.8153477218225419; 0.8994708994708994; 0.8089587507063235; 0.8522483940042825; 0.908675799086758; 0.8151333540888336; 0.8926014319809069; 0.9340659340659341; 0.8854945054945055
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.85384615 0.84108527 0.83333333 0.82945736 0.87984496]; 0.8604651162790697; 0.8465116279069768; 0.8870817843866171; 0.9135254988913525; 0.9566563467492261; 0.9094427244582043; 0.8678414096916299; 0.9471153846153846; 0.863197331947332; 0.8607594936708861; 0.9444444444444444; 0.8460539979231568; 0.8934677772906618; 0.9523364485981308; 0.8874436401955534
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; 8; svd_trunc_diff; svdn; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.496      0.528      0.50403226 0.52419355 0.50403226]; 0.4855072463768116; 0.5144927536231884; 0.543918918918919; 0.5782366957903097; 0.5852090032154341; 0.5731511254019293; 0.4916467780429594; 0.5228426395939086; 0.48722777140985757; 0.5225653206650831; 0.5116279069767442; 0.5146079233376183; 0.5497856121962839; 0.558027079303675; 0.5439461022722614
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; 8; svd_trunc_diff; svdn; 1270; 423; 423; 0.6001890359168242; 0.1999054820415879; 0.1999054820415879; [0.46456693 0.51968504 0.48031496 0.49606299 0.50787402]; 0.45390070921985815; 0.508274231678487; 0.7920604914933838; 0.9992119779353822; 0.9984251968503937; 0.9992125984251968; 0.4900662251655629; 0.5362318840579711; 0.4556159420289856; 0.5229357798165137; 0.5615763546798029; 0.5103336318853561; 0.7961075069508805; 0.8220095693779904; 0.7924240190494061
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.47131148 0.54918033 0.58196721 0.4338843  0.54958678]; 0.5456790123456791; 0.49876543209876545; 0.8050345508390918; 0.9934426229508198; 0.9967105263157895; 0.993421052631579; 0.5555555555555556; 0.5693069306930693; 0.5457372091888992; 0.5108433734939759; 0.5380710659898477; 0.4998047637641546; 0.8072230356271352; 0.8212512413108243; 0.8051300367496221
svm_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; 8; svd_trunc_diff; svdne; 1254; 418; 418; 0.6; 0.2; 0.2; [0.86507937 0.8452381  0.904      0.884      0.888     ]; 0.8564593301435407; 0.8660287081339713; 0.8727272727272727; 0.8846153846153846; 0.9170653907496013; 0.8803827751196172; 0.8760330578512396; 0.986046511627907; 0.8526291671440028; 0.8861788617886179; 0.9864253393665159; 0.858694903185796; 0.8831282952548329; 0.9454374412041392; 0.8714528978172594
ensemble_model_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; 8; svd_trunc_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.888      0.872      0.90322581 0.86290323 0.85080645]; 0.8429951690821256; 0.8526570048309179; 0.888030888030888; 0.9169278996865204; 0.9405144694533762; 0.914790996784566; 0.853273137697517; 0.8873239436619719; 0.8416719220797422; 0.8571428571428571; 0.9014778325123153; 0.8535825181518922; 0.8918918918918919; 0.9219653179190751; 0.8879652508357465
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 1064; 354; 354; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.84579439 0.85981308 0.86792453 0.84433962 0.86792453]; 0.8361581920903954; 0.8418079096045198; 0.8927765237020316; 0.9297597042513863; 0.9454887218045113; 0.9285714285714286; 0.8342857142857142; 0.8202247191011236; 0.8362487231869254; 0.8418079096045197; 0.8370786516853933; 0.8418347803881511; 0.8936170212765958; 0.8986486486486487; 0.8927632383514736
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; 10; svd_trunc_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.87586207 0.8862069  0.86206897 0.90344828 0.86206897]; 0.8315334773218143; 0.8704103671706264; 0.8834175084175084; 0.9062710721510451; 0.926896551724138; 0.9041379310344828; 0.8488372093023256; 0.9439655172413793; 0.831290117928049; 0.8790322580645161; 0.9437229437229437; 0.8705683684131961; 0.8889779559118236; 0.9335016835016835; 0.8834175084175084
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; 10; svd_trunc_diff; svd; 1530; 510; 510; 0.6; 0.2; 0.2; [0.89215686 0.87581699 0.91176471 0.90849673 0.81372549]; 0.8392434988179669; 0.817966903073286; 0.8787878787878788; 0.9092063492063492; 0.9359477124183007; 0.9065359477124183; 0.8482142857142857; 0.8878504672897196; 0.838662075750123; 0.8277404921700224; 0.8851674641148325; 0.8187519563564817; 0.8834008097165992; 0.9183501683501684; 0.8787878787878788
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.80612245 0.82191781 0.86986301 0.82876712 0.84589041]; 0.9102844638949672; 0.899343544857768; 0.8985690235690236; 0.8990825688073395; 0.9384404924760602; 0.8946648426812586; 0.9125799573560767; 0.9145299145299145; 0.9101797554712352; 0.8968609865470852; 0.8968609865470852; 0.8992851941282434; 0.9012699713232283; 0.9259259259259259; 0.8985690235690236
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; 10; svd_trunc_diff; svdn; 1584; 528; 528; 0.6; 0.2; 0.2; [0.50314465 0.50314465 0.49050633 0.45253165 0.52531646]; 0.5075757575757576; 0.49747474747474746; 0.8341750841750841; 1.0; 1.0; 1.0; 0.5255474452554744; 0.5294117647058824; 0.5068933823529411; 0.4804177545691906; 0.4791666666666667; 0.49693627450980393; 0.8343145500420522; 0.835016835016835; 0.8341750841750842
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; 10; svd_trunc_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.51712329 0.50684932 0.5137931  0.52758621 0.53448276]; 0.47288503253796094; 0.5010845986984815; 0.8009259259259259; 1.0; 1.0; 1.0; 0.4587973273942093; 0.4364406779661017; 0.47377589453860636; 0.4724770642201835; 0.4577777777777778; 0.500075329566855; 0.7977768277041472; 0.7853535353535354; 0.800925925925926
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 1422; 474; 474; 0.6; 0.2; 0.2; [0.4965035  0.42957746 0.46126761 0.46830986 0.53873239]; 0.48523206751054854; 0.5358649789029536; 0.7978902953586497; 0.9894588896697118; 0.9901547116736991; 0.989451476793249; 0.5080645161290321; 0.5316455696202531; 0.4852320675105485; 0.523809523809524; 0.5170940170940171; 0.5356303418803419; 0.7988240235195296; 0.8045685279187818; 0.7979071595822865
svm_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; 10; svd_trunc_diff; svdne; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.84516129 0.87096774 0.88064516 0.89354839 0.90322581]; 0.8159806295399515; 0.8280871670702179; 0.8606902356902357; 0.8841309823677582; 0.9058064516129032; 0.8812903225806451; 0.8340611353711791; 0.9502487562189055; 0.8194640007509622; 0.8511530398322851; 0.9575471698113207; 0.8245447291842674; 0.8688069758224336; 0.9225589225589226; 0.8606902356902357
ensemble_model_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; 10; svd_trunc_diff; svdne; 1614; 538; 538; 0.6; 0.2; 0.2; [0.85802469 0.86728395 0.86024845 0.89130435 0.89130435]; 0.84251968503937; 0.884514435695538; 0.9019360269360269; 0.9207129686539643; 0.9281288723667905; 0.9200743494423791; 0.8543689320388348; 0.8888888888888888; 0.8406193078324224; 0.8860103626943004; 0.9344262295081968; 0.8864050339460174; 0.903917525773196; 0.9225589225589226; 0.9019360269360269
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.88064516 0.8516129  0.85483871 0.90584416 0.85064935]; 0.7831325301204819; 0.8337349397590361; 0.8745791245791246; 0.9127432517263026; 0.9404915912031048; 0.9100905562742562; 0.7727272727272727; 0.7463414634146341; 0.7826945412311266; 0.8270676691729324; 0.7857142857142857; 0.8343205574912891; 0.875209380234506; 0.8796296296296297; 0.8745791245791247
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; 12; svd_trunc_diff; svd; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; [0.9        0.87941176 0.88529412 0.86686391 0.87869822]; 0.8294117647058824; 0.7970588235294118; 0.877104377104377; 0.9072512647554807; 0.9516509433962265; 0.9027122641509434; 0.8388888888888889; 0.9041916167664671; 0.8307085251462394; 0.816; 0.884393063583815; 0.7954899449655601; 0.8838504375497216; 0.9351851851851852; 0.877104377104377
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; 12; svd_trunc_diff; svd; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.87837838 0.82432432 0.86141304 0.84782609 0.87771739]; 0.8759398496240601; 0.8533834586466166; 0.9057239057239057; 0.9174809989142237; 0.9164859002169198; 0.9175704989154013; 0.8817204301075268; 0.9318181818181818; 0.8763568521031208; 0.8686868686868686; 0.9626865671641791; 0.8525554047942108; 0.9073614557485525; 0.9234006734006734; 0.9057239057239057
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svd; 16; 142; 158; zones; svd_trunc_diff; svd; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.87845304 0.86740331 0.85635359 0.86740331 0.89502762]; 0.8551236749116607; 0.7915194346289752; 0.9048821548821548; 0.9328358208955224; 0.9668508287292817; 0.9303867403314917; 0.8600682593856656; 0.863013698630137; 0.854864513548645; 0.7986348122866894; 0.8540145985401459; 0.7934456554344566; 0.9082047116165719; 0.9410774410774411; 0.904882154882155
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; 12; svd_trunc_diff; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.54494382 0.50561798 0.5        0.56179775 0.50561798]; 0.540268456375839; 0.5268456375838926; 0.875; 0.989247311827957; 0.9820224719101124; 0.9893258426966293; 0.5387205387205387; 0.5228758169934641; 0.5407482533243182; 0.5087108013937283; 0.503448275862069; 0.5262339418526031; 0.8736707783921736; 0.8644781144781145; 0.8750000000000001
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; 12; svd_trunc_diff; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.51666667 0.45833333 0.51111111 0.45530726 0.51117318]; 0.4724137931034483; 0.5448275862068965; 0.8800505050505051; 1.0; 1.0; 1.0; 0.42696629213483145; 0.3986013986013986; 0.4714095428381142; 0.5217391304347826; 0.4897959183673469; 0.5455972598829743; 0.8781530568619068; 0.8644781144781145; 0.8800505050505051
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdn; 16; 142; 158; zones; svd_trunc_diff; svdn; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.50265957 0.53989362 0.51861702 0.52659574 0.54521277]; 0.5524193548387096; 0.5443548387096774; 0.9010942760942761; 0.9941333333333334; 0.9914893617021276; 0.9941489361702128; 0.5542168674698796; 0.5476190476190477; 0.5524980483996877; 0.5349794238683128; 0.5327868852459017; 0.5441712204007286; 0.9007182087029996; 0.8973063973063973; 0.9010942760942761
svm_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; 12; svd_trunc_diff; svdne; 1860; 620; 620; 0.6; 0.2; 0.2; [0.87634409 0.89247312 0.83602151 0.86827957 0.84677419]; 0.7906976744186046; 0.8682170542635659; 0.8632154882154882; 0.8802425467407782; 0.9365591397849462; 0.8725806451612903; 0.8085106382978724; 0.890625; 0.7914663461538463; 0.8794326241134751; 0.9538461538461539; 0.867548076923077; 0.8721981911128588; 0.9335016835016835; 0.8632154882154881
ensemble_model_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; 12; svd_trunc_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.91061453 0.8547486  0.87430168 0.87709497 0.82960894]; 0.8361774744027304; 0.8327645051194539; 0.8859427609427609; 0.9052287581699346; 0.9284916201117318; 0.9027932960893855; 0.8431372549019609; 0.9555555555555556; 0.8448663853727145; 0.8635097493036211; 0.9810126582278481; 0.8201359587435536; 0.8916433426629348; 0.9385521885521886; 0.885942760942761
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_trunc_diff_svdne; 16; 142; 158; zones; svd_trunc_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.83615819 0.8559322  0.81073446 0.83898305 0.83333333]; 0.8943894389438944; 0.9207920792079208; 0.9095117845117845; 0.9127811300054856; 0.9401129943502825; 0.9101694915254238; 0.9041916167664671; 0.949685534591195; 0.8915094339622641; 0.9205298013245033; 0.9652777777777778; 0.9228904612159329; 0.9125660837738918; 0.9444444444444444; 0.9095117845117845
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; 4; svd_trunc_diff; svd; 648; 216; 216; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5185185185185185; 0.5462962962962963; 0.512962962962963; 0.6666666666666666; 1.0; 0.5; 0.6829268292682926; 1.0; 0.5; 0.7065868263473054; 1.0; 0.5; 0.6780905752753977; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; 4; svd_trunc_diff; svd; 526; 175; 175; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.5 0.5 0.5 0.5 0.5]; 0.4342857142857143; 0.5257142857142857; 0.4920091324200913; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 672; 224; 224; 0.6; 0.2; 0.2; [0.50735294 0.49253731 0.55970149 0.56716418 0.55223881]; 0.5044642857142857; 0.5848214285714286; 0.6910714285714286; 0.8255528255528255; 1.0; 0.7886904761904762; 0.587360594795539; 0.7053571428571429; 0.5044642857142858; 0.6736842105263158; 0.7868852459016393; 0.5650112504018001; 0.7470760233918129; 0.8964912280701754; 0.6873365231259968
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; 4; svd_trunc_diff; svdn; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.49206349 0.51587302 0.43650794 0.4516129  0.49193548]; 0.5336538461538461; 0.5; 0.7802303262955854; 0.9539473684210527; 0.9265175718849841; 0.9552715654952076; 0.576419213973799; 0.584070796460177; 0.5288775034932465; 0.42857142857142855; 0.47560975609756095; 0.4957413859852884; 0.7752698724239451; 0.7775590551181102; 0.7801652953493172
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; 4; svd_trunc_diff; svdn; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.55555556 0.46527778 0.46527778 0.50694444 0.50704225]; 0.5104602510460251; 0.5355648535564853; 0.8093645484949833; 1.0; 1.0; 1.0; 0.5617977528089887; 0.6; 0.506140350877193; 0.5542168674698796; 0.6160714285714286; 0.5403191788526434; 0.8152350081037277; 0.8439597315436241; 0.8094798657718121
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.58208955 0.52238806 0.54477612 0.39393939 0.46969697]; 0.42342342342342343; 0.509009009009009; 0.7774774774774775; 0.9849397590361446; 0.9819819819819819; 0.9849849849849851; 0.4018691588785046; 0.39090909090909093; 0.4231331168831169; 0.4976958525345622; 0.46956521739130436; 0.5104835432750914; 0.7744292237442921; 0.7598566308243727; 0.7775732429484182
svm_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; 4; svd_trunc_diff; svdne; 522; 174; 174; 0.6; 0.2; 0.2; [0.48113208 0.50961538 0.58653846 0.52884615 0.52884615]; 0.5229885057471264; 0.5862068965517241; 0.6574712643678161; 0.6989473684210527; 0.6360153256704981; 0.7260536398467433; 0.366412213740458; 0.32; 0.4983838383838384; 0.5384615384615384; 0.47191011235955055; 0.5888962326503634; 0.6089238845144357; 0.5458823529411765; 0.6549636483807005
ensemble_model_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; 4; svd_trunc_diff; svdne; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.53846154 0.57692308 0.51960784 0.54901961 0.62745098]; 0.6023391812865497; 0.5906432748538012; 0.8387850467289719; 1.0; 1.0; 1.0; 0.6091954022988506; 0.6162790697674418; 0.6022571819425445; 0.5625; 0.5625; 0.5889423076923077; 0.8372641509433963; 0.8392434988179669; 0.838790340633002
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 600; 200; 200; 0.6; 0.2; 0.2; [0.55       0.59166667 0.60833333 0.60833333 0.625     ]; 0.52; 0.47; 0.794; 0.9933110367892976; 0.99; 0.9933333333333334; 0.5102040816326531; 0.45454545454545453; 0.5272727272727272; 0.4752475247524753; 0.45714285714285713; 0.47067669172932325; 0.7931726907630523; 0.7669902912621359; 0.794835351816635
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; 6; svd_trunc_diff; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5063694267515924; 0.49363057324840764; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6723044397463002; 1.0; 0.5; 0.6609808102345416; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; 6; svd_trunc_diff; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.5 0.5 0.5 0.5 0.5]; 0.4870967741935484; 0.5129032258064516; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 930; 310; 310; 0.6; 0.2; 0.2; [0.55913978 0.51612903 0.51612903 0.53763441 0.58064516]; 0.4870967741935484; 0.5258064516129032; 0.6851612903225807; 0.8363309352517986; 1.0; 0.8043010752688172; 0.5782493368700266; 0.6770186335403726; 0.47944891408562257; 0.5994550408719346; 0.7189542483660131; 0.528266933100204; 0.7370689655172413; 0.8780487804878049; 0.6841605770143304
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; 6; svd_trunc_diff; svdn; 876; 292; 292; 0.6; 0.2; 0.2; [0.51136364 0.51136364 0.51136364 0.5        0.51724138]; 0.4897260273972603; 0.4726027397260274; 0.5273972602739726; 0.4927916120576671; 0.4292237442922374; 0.5582191780821917; 0.41106719367588934; 0.34210526315789475; 0.49605263157894736; 0.34745762711864403; 0.2751677852348993; 0.4767447317782888; 0.4488817891373802; 0.38024357239512857; 0.5292341301642771
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; 6; svd_trunc_diff; svdn; 996; 332; 332; 0.6; 0.2; 0.2; [0.515      0.505      0.53       0.47474747 0.5       ]; 0.5542168674698795; 0.48493975903614456; 0.8078313253012048; 1.0; 1.0; 1.0; 0.5316455696202531; 0.49411764705882355; 0.5557007988380538; 0.4605678233438486; 0.4591194968553459; 0.48389500854327994; 0.8041743400859424; 0.7920193470374849; 0.8077743794010953
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.52604167 0.45833333 0.51578947 0.49473684 0.50526316]; 0.5440251572327044; 0.48427672955974843; 0.8006289308176101; 0.9916142557651991; 0.9916142557651991; 0.991614255765199; 0.48763250883392223; 0.44805194805194803; 0.5410991447576814; 0.4421768707482993; 0.39156626506024095; 0.4885462904248573; 0.7929457870672763; 0.7616060225846926; 0.8007273492494711
svm_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; 6; svd_trunc_diff; svdne; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.59574468 0.61702128 0.58510638 0.63297872 0.60638298]; 0.5335463258785943; 0.5175718849840255; 0.7017879948914432; 0.8225469728601252; 0.8382978723404255; 0.8191489361702128; 0.5034013605442177; 0.45121951219512196; 0.5376902930103127; 0.4738675958188154; 0.425; 0.5196895424836602; 0.6965562053281351; 0.6750629722921915; 0.7021687918455776
ensemble_model_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; 6; svd_trunc_diff; svdne; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.62254902 0.58823529 0.64705882 0.53960396 0.57920792]; 0.5355029585798816; 0.5532544378698225; 0.817966903073286; 1.0; 1.0; 1.0; 0.5227963525835866; 0.5548387096774193; 0.5369821963687642; 0.5840220385674931; 0.585635359116022; 0.5507794629975015; 0.8196721311475411; 0.8293838862559242; 0.8179938299204149
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1098; 366; 366; 0.6; 0.2; 0.2; [0.60909091 0.69090909 0.61818182 0.62727273 0.66055046]; 0.5136612021857924; 0.45901639344262296; 0.766120218579235; 0.9528985507246377; 0.9581056466302368; 0.9526411657559198; 0.5109890109890111; 0.5; 0.513888888888889; 0.4530386740331492; 0.4530386740331492; 0.458951769449007; 0.766120218579235; 0.7652838427947598; 0.7661211336512093
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; 8; svd_trunc_diff; svd; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.5 0.5 0.5 0.5 0.5]; 0.4872448979591837; 0.4897959183673469; 0.4954128440366973; 0.6666666666666666; 1.0; 0.5; 0.6552315608919382; 1.0; 0.5; 0.6575342465753424; 1.0; 0.5; 0.6625766871165644; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; 8; svd_trunc_diff; svd; 1152; 384; 384; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.5130208333333334; 0.5026041666666666; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.51724138 0.58189655 0.53017241 0.57327586 0.51724138]; 0.5103626943005182; 0.4948186528497409; 0.660455486542443; 0.6936936936936936; 0.5310344827586206; 0.7655172413793103; 0.32258064516129037; 0.23195876288659795; 0.5118127147766323; 0.3252595155709343; 0.22815533980582525; 0.5140776699029127; 0.5494505494505495; 0.40816326530612246; 0.6641656662665066
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; 8; svd_trunc_diff; svdn; 1106; 368; 368; 0.6004343105320304; 0.1997828447339848; 0.1997828447339848; [0.51801802 0.56306306 0.52252252 0.52272727 0.47727273]; 0.48641304347826086; 0.48097826086956524; 0.508686210640608; 0.5939675174013922; 0.6943942133815552; 0.5253164556962026; 0.5733634311512414; 0.6864864864864865; 0.48531974597548366; 0.5838779956427015; 0.6907216494845361; 0.46892404313307257; 0.5876993166287018; 0.6920600858369099; 0.5064696033580154
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; 8; svd_trunc_diff; svdn; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.53278689 0.54918033 0.5        0.51239669 0.51239669]; 0.5037037037037037; 0.5259259259259259; 0.8060217176702863; 1.0; 1.0; 1.0; 0.47792207792207797; 0.46; 0.5031707317073171; 0.5223880597014926; 0.5072463768115942; 0.5263504611330698; 0.8037943085371942; 0.7931034482758621; 0.8060472730993554
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.59016393 0.52868852 0.52066116 0.49586777 0.56198347]; 0.4900990099009901; 0.5173267326732673; 0.798219584569733; 0.9942196531791908; 0.9917627677100495; 0.9942339373970345; 0.4824120603015075; 0.4383561643835616; 0.49485375786745645; 0.48548812664907653; 0.467005076142132; 0.51611123372324; 0.7947686116700201; 0.772238514173998; 0.7985316694994115
svm_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; 8; svd_trunc_diff; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.55833333 0.525      0.5        0.4875     0.50840336]; 0.5413533834586466; 0.581453634085213; 0.7550100200400801; 0.8836820083682009; 0.8814691151919867; 0.8839732888146912; 0.5295629820051414; 0.5508021390374331; 0.5419105034809807; 0.581453634085213; 0.5771144278606966; 0.5814865068596412; 0.7534039334341907; 0.756838905775076; 0.7550299583384795
ensemble_model_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; 8; svd_trunc_diff; svdne; 1084; 361; 361; 0.6002214839424141; 0.1998892580287929; 0.1998892580287929; [0.60550459 0.53211009 0.56018519 0.59722222 0.55092593]; 0.4930747922437673; 0.5207756232686981; 0.8028792912513842; 1.0; 1.0; 1.0; 0.4601769911504424; 0.4431818181818182; 0.49186117936117935; 0.5014409221902019; 0.4702702702702703; 0.5220669533169533; 0.7988700564971751; 0.7829457364341085; 0.8028792912513842
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1294; 431; 431; 0.6001855287569573; 0.19990723562152132; 0.19990723562152132; [0.58846154 0.61153846 0.63178295 0.60852713 0.62790698]; 0.5011600928074246; 0.5661252900232019; 0.7959183673469388; 0.9706790123456791; 0.9721792890262752; 0.9706336939721792; 0.5011600928074246; 0.542713567839196; 0.5041154046092532; 0.5961123110151189; 0.6160714285714286; 0.5640743616287096; 0.7990867579908676; 0.8177570093457944; 0.7960792413211476
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svd; 16; 184; 200; 10; svd_trunc_diff; svd; 1382; 460; 460; 0.6003475238922676; 0.1998262380538662; 0.1998262380538662; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.49130434782608695; 0.498262380538662; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6588921282798833; 1.0; 0.5; 0.6651203247318064; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svd; 16; 184; 200; 10; svd_trunc_diff; svd; 1402; 467; 467; 0.6001712328767124; 0.19991438356164384; 0.19991438356164384; [0.5 0.5 0.5 0.5 0.5]; 0.5010706638115632; 0.5053533190578159; 0.5012842465753424; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 1302; 434; 434; 0.6; 0.2; 0.2; [0.5610687  0.51923077 0.51923077 0.58076923 0.59615385]; 0.5023041474654378; 0.5023041474654378; 0.6834101382488479; 0.8362235067437379; 1.0; 0.804147465437788; 0.5662650602409638; 0.6650943396226415; 0.5059705932347442; 0.5714285714285713; 0.663594470046083; 0.5023041474654377; 0.731535756154748; 0.8666666666666667; 0.6842507645259939
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; 10; svd_trunc_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.55704698 0.54026846 0.5033557  0.53040541 0.5472973 ]; 0.4786516853932584; 0.5280898876404494; 0.5921717171717171; 0.591155934833204; 0.5127860026917901; 0.6453566621803499; 0.3626373626373626; 0.3235294117647059; 0.46674395899438614; 0.48780487804878053; 0.4149377593360996; 0.5383512326092262; 0.5302956858943286; 0.4604377104377104; 0.5921717171717171
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; 10; svd_trunc_diff; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.52013423 0.55033557 0.48322148 0.48322148 0.55067568]; 0.5427927927927928; 0.545045045045045; 0.8295454545454546; 1.0; 1.0; 1.0; 0.5438202247191011; 0.5170940170940171; 0.5442612942612942; 0.5345622119815668; 0.5523809523809524; 0.5454212454212455; 0.8288973384030418; 0.8257575757575758; 0.8295454545454545
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.53103448 0.54137931 0.48263889 0.53125    0.50694444]; 0.5579399141630901; 0.5021459227467812; 0.8097643097643098; 0.9903181189488243; 0.9916897506925207; 0.9903047091412742; 0.5502183406113538; 0.5338983050847458; 0.5582535003684598; 0.4956521739130435; 0.4956521739130435; 0.502063375092115; 0.8087986463620981; 0.8047138047138047; 0.8097643097643098
svm_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; 10; svd_trunc_diff; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.56164384 0.56849315 0.56506849 0.60958904 0.56164384]; 0.5283842794759825; 0.5131004366812227; 0.6245791245791246; 0.7037279267495095; 0.736986301369863; 0.6897260273972603; 0.5893536121673005; 0.670995670995671; 0.527127791444972; 0.5893186003683241; 0.7048458149779736; 0.5147605698266491; 0.6566589684372595; 0.718013468013468; 0.6245791245791246
ensemble_model_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; 10; svd_trunc_diff; svdne; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.5777027  0.58783784 0.63513514 0.60810811 0.60544218]; 0.5211581291759465; 0.512249443207127; 0.8148148148148148; 0.9959349593495935; 0.9945872801082544; 0.9959404600811909; 0.5211581291759466; 0.5294117647058824; 0.5212848297213621; 0.5269978401727862; 0.5350877192982456; 0.5118877510518378; 0.8157453936348408; 0.8198653198653199; 0.8148148148148149
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.57236842 0.52960526 0.59210526 0.56622517 0.5794702 ]; 0.5604651162790698; 0.5837209302325581; 0.8333333333333334; 0.9814569536423841; 0.9775725593667546; 0.9815303430079155; 0.5714285714285713; 0.5971563981042654; 0.5611352766777035; 0.5866050808314088; 0.5799086757990868; 0.5837932004587851; 0.8338926174496645; 0.8367003367003367; 0.8333333333333334
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svd; 16; 184; 200; 12; svd_trunc_diff; svd; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.5 0.5 0.5 0.5 0.5]; 0.49508196721311476; 0.5049180327868853; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6622807017543859; 1.0; 0.5; 0.6710239651416123; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svd; 16; 184; 200; 12; svd_trunc_diff; svd; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.5 0.5 0.5 0.5 0.5]; 0.5174418604651163; 0.48255813953488375; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6819923371647509; 1.0; 0.5; 0.6509803921568628; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_trunc_diff_svd; 16; 184; 200; zones; svd_trunc_diff; svd; 1770; 590; 590; 0.6; 0.2; 0.2; [0.55367232 0.53954802 0.5480226  0.49435028 0.53954802]; 0.5346534653465347; 0.5346534653465347; 0.7276936026936027; 0.82903981264637; 1.0; 0.7937853107344632; 0.6094182825484764; 0.7189542483660131; 0.5328104575163399; 0.6178861788617885; 0.76; 0.5368627450980392; 0.7741710296684119; 0.9335016835016835; 0.7276936026936025
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; 12; svd_trunc_diff; svdn; 1716; 572; 572; 0.6; 0.2; 0.2; [0.53197674 0.56104651 0.54360465 0.50877193 0.56140351]; 0.5303030303030303; 0.5787878787878787; 0.6515151515151515; 0.6563706563706564; 0.5944055944055944; 0.6888111888111887; 0.5047923322683706; 0.47305389221556887; 0.5310054737151464; 0.5223367697594502; 0.4662576687116564; 0.5774402116013372; 0.6163113994439295; 0.5597643097643098; 0.6515151515151515
ensemble_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; 12; svd_trunc_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.56741573 0.53954802 0.50847458 0.52542373 0.51694915]; 0.5298013245033113; 0.543046357615894; 0.8821548821548821; 1.0; 1.0; 1.0; 0.5298013245033112; 0.49079754601226994; 0.5331685571787969; 0.5106382978723404; 0.5179856115107914; 0.5412013947124509; 0.8811544991511036; 0.8737373737373737; 0.8821548821548821
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdn; 16; 184; 200; zones; svd_trunc_diff; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.51966292 0.50561798 0.54237288 0.53672316 0.5       ]; 0.4850498338870432; 0.5149501661129569; 0.8682659932659933; 0.9932279909706547; 0.992108229988726; 0.9932356257046223; 0.4709897610921501; 0.42857142857142855; 0.4892857142857143; 0.46715328467153283; 0.45714285714285713; 0.5111801242236025; 0.8661821291150065; 0.8526936026936027; 0.8682659932659933
svm_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; 12; svd_trunc_diff; svdne; 1706; 568; 568; 0.6002814919071077; 0.19985925404644617; 0.19985925404644617; [0.57894737 0.5380117  0.59064327 0.56470588 0.57058824]; 0.5432835820895522; 0.5373134328358209; 0.6452020202020202; 0.6958499147242752; 0.7174677608440797; 0.6864009378663541; 0.5203761755485894; 0.4797687861271676; 0.5454399486191394; 0.5016077170418006; 0.48148148148148145; 0.5355384286020124; 0.6471326915027208; 0.6506734006734006; 0.6452020202020201
ensemble_model_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; 12; svd_trunc_diff; svdne; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.56593407 0.55494505 0.55769231 0.59392265 0.55524862]; 0.5642857142857143; 0.6142857142857143; 0.9015151515151515; 0.9977973568281938; 0.9977973568281938; 0.9977973568281938; 0.5878378378378378; 0.6041666666666666; 0.5631127450980391; 0.5939849624060151; 0.5808823529411765; 0.6133578431372549; 0.9015979814970564; 0.9023569023569024; 0.9015151515151514
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_trunc_diff_svdne; 16; 184; 200; zones; svd_trunc_diff; svdne; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.61627907 0.56140351 0.57309942 0.56725146 0.54385965]; 0.5692771084337349; 0.5572289156626506; 0.8691077441077442; 0.9876977152899824; 0.9848130841121495; 0.9877336448598131; 0.5971830985915493; 0.6272189349112426; 0.5682106944494862; 0.5637982195845698; 0.5828220858895705; 0.5576832322938977; 0.8703626511046268; 0.8787878787878788; 0.8691077441077442
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; 4; ipca_diff; svd; 726; 242; 242; 0.6; 0.2; 0.2; [0.97945205 0.97945205 0.99315068 0.98611111 0.98611111]; 0.48760330578512395; 0.5454545454545454; 0.8057851239669421; 0.9986244841815681; 1.0; 0.9986225895316804; 0.6416184971098265; 0.9736842105263158; 0.514185855263158; 0.6892655367231638; 0.991869918699187; 0.5379517660722826; 0.8353188507358094; 0.9933333333333333; 0.8073224043715848
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; 4; ipca_diff; svd; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.9921875  0.9921875  0.97619048 0.97619048 0.99206349]; 0.7393364928909952; 0.6872037914691943; 0.8835227272727273; 0.9968553459119497; 1.0; 0.9968454258675079; 0.759825327510917; 0.7909090909090909; 0.7370387038703871; 0.725; 0.7699115044247787; 0.6808741195593282; 0.8886877828054298; 0.9092592592592592; 0.8829242032730404
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [1.         1.         0.99074074 1.         1.        ]; 0.6292134831460674; 0.7359550561797753; 0.8733183856502242; 1.0; 1.0; 1.0; 0.6972477064220183; 0.9382716049382716; 0.6547028127784141; 0.7892376681614349; 0.9072164948453608; 0.7190403461881125; 0.8843398157625384; 0.968609865470852; 0.8733183856502242
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; 4; ipca_diff; svdn; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.96268657 0.94776119 0.93181818 0.98484848 0.9469697 ]; 0.5565610859728507; 0.497737556561086; 0.7965641952983725; 0.976401179941003; 0.9969879518072289; 0.9759036144578314; 0.7134502923976608; 0.9838709677419355; 0.49709012304622546; 0.6563467492260062; 0.9724770642201835; 0.5040956749672346; 0.8324646314221892; 0.9893805309734514; 0.7922873080005889
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; 4; ipca_diff; svdn; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.9765625  0.9765625  0.9921875  0.984375   0.98412698]; 0.5235849056603774; 0.4858490566037736; 0.8022598870056498; 1.0; 1.0; 1.0; 0.6813880126182965; 0.9908256880733946; 0.5099759508328138; 0.6495176848874598; 0.9805825242718447; 0.49946557406252784; 0.8341232227488152; 0.9943502824858758; 0.8022598870056498
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.87903226 0.87096774 0.88709677 0.91935484 0.8852459 ]; 0.5; 0.441747572815534; 0.7825242718446602; 0.9903846153846153; 1.0; 0.9902912621359223; 0.6113207547169811; 0.7641509433962265; 0.49207547169811316; 0.5306122448979592; 0.7386363636363636; 0.47948767334360554; 0.8024691358024691; 0.904572564612326; 0.7853033601050246
svm_model_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; 4; ipca_diff; svdne; 600; 200; 200; 0.6; 0.2; 0.2; [1.         0.98333333 1.         1.         0.99166667]; 0.69; 0.65; 0.865; 0.9950248756218906; 1.0; 0.995; 0.6990291262135923; 0.75; 0.6923076923076922; 0.6818181818181818; 0.7425742574257426; 0.6490649064906491; 0.8688046647230321; 0.8993963782696177; 0.8652051473853057
ensemble_model_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; 4; ipca_diff; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.99122807 1.         1.         1.         0.99107143]; 0.7486631016042781; 0.6684491978609626; 0.8835470085470085; 1.0; 1.0; 1.0; 0.8016877637130801; 0.9313725490196079; 0.7303921568627452; 0.7047619047619047; 0.9487179487179487; 0.7083039284874146; 0.89197224975223; 0.9761388286334056; 0.8849115195798606
ensemble_model_v2_N16_B0_E16_nb_zones_4_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 520; 173; 173; 0.6004618937644342; 0.1997690531177829; 0.1997690531177829; [1.         1.         0.99038462 1.         1.        ]; 0.7052023121387283; 0.7572254335260116; 0.8926096997690531; 1.0; 1.0; 1.0; 0.743718592964824; 0.8409090909090909; 0.7028074866310161; 0.8141592920353982; 0.9019607843137255; 0.7256282794808063; 0.9015873015873016; 0.9466666666666667; 0.8904006410256411
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; 6; ipca_diff; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.98387097 0.98924731 0.98913043 0.98369565 0.97826087]; 0.5324675324675324; 0.564935064935065; 0.8142857142857143; 0.9913232104121475; 0.9891774891774892; 0.9913419913419914; 0.6470588235294118; 0.9361702127659575; 0.5638934896165116; 0.6794258373205742; 0.9530201342281879; 0.577138997931704; 0.8363844393592678; 0.9720744680851063; 0.8178900259207258
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; 6; ipca_diff; svd; 792; 264; 264; 0.6; 0.2; 0.2; [1.         1.         0.99367089 0.98734177 1.        ]; 0.7272727272727273; 0.6628787878787878; 0.878030303030303; 1.0; 1.0; 1.0; 0.7352941176470588; 0.78125; 0.7288602941176471; 0.6855123674911662; 0.751937984496124; 0.6648578811369509; 0.8804751299183371; 0.9081163859111792; 0.8783460490275535
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [1.         0.9787234  0.99468085 0.9787234  0.98924731]; 0.657051282051282; 0.7019230769230769; 0.8713188220230473; 0.9989327641408752; 0.997867803837953; 0.9989339019189765; 0.7191601049868767; 0.8670886075949367; 0.6543235245766892; 0.742382271468144; 0.8993288590604027; 0.7104006258492198; 0.8802858844550328; 0.9523195876288659; 0.8718340940688859
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; 6; ipca_diff; svdn; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; [0.93434343 0.96969697 0.92424242 0.93434343 0.91836735]; 0.5227963525835866; 0.49240121580547114; 0.7904009720534629; 0.9791044776119402; 0.9959514170040485; 0.978744939271255; 0.6534216335540839; 0.925; 0.5335059171597634; 0.6345733041575492; 0.8787878787878788; 0.4912232076866223; 0.8198433420365536; 0.9584859584859585; 0.7912139586867519
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; 6; ipca_diff; svdn; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.89473684 0.87894737 0.93617021 0.92021277 0.92553191]; 0.5414012738853503; 0.5; 0.80470737913486; 0.9936708860759494; 0.9978813559322034; 0.9936440677966102; 0.6727272727272727; 0.891566265060241; 0.5201074568544448; 0.6357308584686774; 0.8896103896103896; 0.5073051948051948; 0.8312259483232546; 0.9545454545454546; 0.8035547785547785
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 852; 284; 284; 0.6; 0.2; 0.2; [0.86627907 0.87058824 0.89411765 0.88823529 0.87058824]; 0.46830985915492956; 0.49295774647887325; 0.7922535211267606; 1.0; 1.0; 1.0; 0.6215538847117795; 0.8378378378378378; 0.45200715421303655; 0.6363636363636364; 0.8344370860927153; 0.46985012199372606; 0.8208864602307225; 0.9324137931034483; 0.7892284792855372
svm_model_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; 6; ipca_diff; svdne; 978; 326; 326; 0.6; 0.2; 0.2; [0.98469388 0.98979592 0.98469388 1.         0.99484536]; 0.6533742331288344; 0.6595092024539877; 0.8625766871165644; 1.0; 1.0; 1.0; 0.6986666666666667; 0.7751479289940828; 0.6487204613123281; 0.7008086253369273; 0.8125; 0.662274096385542; 0.8700696055684455; 0.9168704156479217; 0.8623760945234683
ensemble_model_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; 6; ipca_diff; svdne; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.99509804 0.98039216 0.98529412 0.9950495  0.9950495 ]; 0.7041420118343196; 0.6538461538461539; 0.8711583924349882; 0.9990147783251232; 0.9980314960629921; 0.9990157480314961; 0.7607655502392345; 0.888268156424581; 0.6925617511682653; 0.7125307125307125; 0.90625; 0.6666081460674158; 0.8815217391304349; 0.9574970484061394; 0.871056216510762
ensemble_model_v2_N16_B0_E16_nb_zones_6_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [1.         1.         1.         1.         0.98809524]; 0.6892857142857143; 0.6392857142857142; 0.8659058487874465; 1.0; 1.0; 1.0; 0.7387387387387387; 0.8661971830985915; 0.6867217799550929; 0.7122507122507123; 0.8928571428571429; 0.6392857142857142; 0.8768020969855832; 0.9516358463726885; 0.865660555518247
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; 8; ipca_diff; svd; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.9954955  0.99545455 0.98181818 0.98636364 0.99090909]; 0.6348773841961853; 0.6021798365122616; 0.8453159041394336; 0.9963702359346642; 0.9963702359346642; 0.9963702359346642; 0.7341269841269842; 0.9296482412060302; 0.6076812634601579; 0.6919831223628692; 0.9425287356321839; 0.6189327615984754; 0.8634615384615385; 0.9718614718614719; 0.8444833675096832
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; 8; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.9875     0.99166667 1.         0.99166667 0.99579832]; 0.6791979949874687; 0.6516290726817042; 0.8652304609218436; 0.9983333333333333; 1.0; 0.998330550918197; 0.752895752895753; 0.9420289855072463; 0.6689311594202898; 0.7269155206286836; 0.9487179487179487; 0.6581825037707391; 0.8792096991468343; 0.978021978021978; 0.8648903859959136
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.97826087 0.99130435 0.97826087 0.99565217 0.97368421]; 0.6649214659685864; 0.643979057591623; 0.8593096234309623; 0.9956483899042646; 0.9965156794425087; 0.9956445993031359; 0.7450199203187252; 0.9444444444444444; 0.6542874396135265; 0.7154811715481172; 0.9144385026737968; 0.6495269436445907; 0.8736496007515265; 0.9697601668404588; 0.8589619302198096
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; 8; ipca_diff; svdn; 1002; 334; 334; 0.6; 0.2; 0.2; [0.95544554 0.98       0.945      0.985      0.965     ]; 0.45209580838323354; 0.48502994011976047; 0.7772455089820359; 0.983218163869694; 0.9940119760479041; 0.9830339321357286; 0.6047516198704103; 0.8974358974358975; 0.47961682512244314; 0.6416666666666667; 0.88; 0.4651572327044025; 0.8098159509202454; 0.9519230769230769; 0.7778708463374335
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; 8; ipca_diff; svdn; 1230; 410; 410; 0.6; 0.2; 0.2; [0.95121951 0.95528455 0.92276423 0.92276423 0.95528455]; 0.4926829268292683; 0.5; 0.791219512195122; 0.9879129734085413; 0.9967479674796748; 0.9878048780487804; 0.6426116838487972; 0.9166666666666666; 0.4947411003236246; 0.6531302876480541; 0.9146919431279621; 0.4874967253328253; 0.8227009113504556; 0.9640776699029127; 0.7903721682847897
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.87815126 0.89830508 0.91101695 0.88135593 0.91525424]; 0.5304568527918782; 0.5; 0.8060913705583757; 1.0; 1.0; 1.0; 0.6435452793834298; 0.8391959798994975; 0.5272902976420564; 0.6189555125725339; 0.8040201005025126; 0.4968818451230511; 0.8277727682596933; 0.9282103134479271; 0.8055934339920574
svm_model_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; 8; ipca_diff; svdne; 1182; 394; 394; 0.6; 0.2; 0.2; [0.99579832 1.         1.         0.99152542 0.99152542]; 0.5482233502538071; 0.5761421319796954; 0.8228426395939086; 0.9966159052453468; 0.9966159052453468; 0.9966159052453468; 0.6307053941908713; 0.7450980392156863; 0.5409700722394221; 0.651356993736952; 0.7878787878787878; 0.5750618429189858; 0.8371441903873075; 0.9033232628398792; 0.8221836375611883
ensemble_model_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; 8; ipca_diff; svdne; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.99565217 0.97826087 0.98695652 0.99565217 0.97826087]; 0.6997389033942559; 0.720626631853786; 0.8830897703549061; 0.998263888888889; 1.0; 0.9982608695652173; 0.7331786542923434; 0.88268156424581; 0.71094862526016; 0.7517401392111368; 0.8709677419354839; 0.7248239724905845; 0.8887785501489573; 0.9521276595744681; 0.8843630101151029
ensemble_model_v2_N16_B0_E16_nb_zones_8_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 1170; 390; 390; 0.6; 0.2; 0.2; [0.98290598 1.         0.9957265  0.99145299 0.99145299]; 0.717948717948718; 0.7; 0.882051282051282; 0.9974424552429668; 1.0; 0.9974358974358974; 0.7522522522522522; 0.8608247422680413; 0.7186776772564696; 0.7322654462242563; 0.8421052631578947; 0.7035526315789473; 0.8880233690360272; 0.9411764705882353; 0.8824129039995202
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; 10; ipca_diff; svd; 1578; 526; 526; 0.6; 0.2; 0.2; [0.99050633 0.99050633 0.99050633 0.99367089 0.99363057]; 0.631578947368421; 0.6541353383458647; 0.8775252525252525; 0.9962025316455696; 0.9974651457541192; 0.9961977186311788; 0.7231638418079096; 0.8888888888888888; 0.6083788706739526; 0.7148760330578512; 0.9453551912568307; 0.676381299332119; 0.8878612716763005; 0.9696969696969697; 0.8775252525252525
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; 10; ipca_diff; svd; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.99019608 0.98026316 0.98355263 0.98684211 0.98355263]; 0.6838407494145199; 0.6861826697892272; 0.8867845117845118; 1.0; 1.0; 1.0; 0.7495361781076068; 0.957345971563981; 0.6870063191153238; 0.7581227436823104; 0.9722222222222222; 0.6827935755660874; 0.8971319311663479; 0.9873737373737373; 0.8867845117845119
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.98333333 0.99       0.98       0.99328859 0.97986577]; 0.7818181818181819; 0.7545454545454545; 0.9132996632996633; 0.9986631016042781; 0.9986631016042781; 0.9986631016042781; 0.7974683544303798; 0.8513513513513513; 0.781180262831639; 0.778688524590164; 0.8715596330275229; 0.7555996363335813; 0.9161920260374288; 0.9478114478114478; 0.9132996632996633
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; 10; ipca_diff; svdn; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.88       0.92333333 0.88333333 0.88255034 0.91275168]; 0.5068181818181818; 0.48863636363636365; 0.7845117845117845; 0.9548387096774194; 0.9893048128342246; 0.9532085561497327; 0.6413223140495867; 0.8699551569506726; 0.5017978549730322; 0.6376811594202899; 0.9124423963133641; 0.49433779008493317; 0.8155619596541788; 0.9528619528619529; 0.7845117845117844
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; 10; ipca_diff; svdn; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.90522876 0.92105263 0.89144737 0.91447368 0.90131579]; 0.46604215456674475; 0.47540983606557374; 0.7967171717171717; 0.979961215255333; 0.9960578186596584; 0.9796320630749015; 0.6334405144694535; 0.933649289099526; 0.4714542741793927; 0.6387096774193548; 0.9166666666666666; 0.4701816745655608; 0.826819648619577; 0.9705387205387206; 0.7967171717171717
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.91503268 0.90522876 0.90789474 0.86184211 0.88815789]; 0.4624413145539906; 0.47417840375586856; 0.7937710437710438; 0.9762363519588954; 0.9973753280839895; 0.9757217847769029; 0.6044905008635579; 0.7918552036199095; 0.4495861383953206; 0.5956678700361011; 0.8048780487804879; 0.4861494316300629; 0.8178438661710037; 0.9259259259259259; 0.7937710437710438
svm_model_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; 10; ipca_diff; svdne; 1542; 514; 514; 0.6; 0.2; 0.2; [0.98064516 0.95779221 0.97727273 0.98376623 0.98376623]; 0.6426858513189448; 0.6618705035971223; 0.8686868686868687; 0.9857697283311773; 0.9883268482490273; 0.9857328145265888; 0.657471264367816; 0.7079207920792079; 0.6446580704582086; 0.6887417218543047; 0.7255813953488373; 0.6598204006447157; 0.8718159408381265; 0.8930976430976431; 0.8686868686868687
ensemble_model_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; 10; ipca_diff; svdne; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.99675325 0.99673203 0.99019608 0.99673203 0.9869281 ]; 0.7559241706161137; 0.7582938388625592; 0.9132996632996633; 0.9993476842791911; 1.0; 0.9993472584856398; 0.7867494824016563; 0.9090909090909091; 0.7573623559539053; 0.7838983050847458; 0.8685446009389671; 0.757238807646517; 0.917202572347267; 0.9604377104377104; 0.9132996632996633
ensemble_model_v2_N16_B0_E16_nb_zones_10_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.97315436 0.98657718 0.99662162 0.98986486 0.98986486]; 0.6098654708520179; 0.5829596412556054; 0.8468013468013468; 0.9973082099596231; 0.9986522911051213; 0.9973045822102425; 0.6813186813186812; 0.8340807174887892; 0.6098654708520179; 0.6542750929368031; 0.7892376681614349; 0.5829596412556054; 0.8583657587548638; 0.9284511784511784; 0.8468013468013468
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; 12; ipca_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.99431818 0.98863636 0.98863636 0.99147727 0.99714286]; 0.7119741100323624; 0.6990291262135923; 0.9212962962962963; 0.9971542401821286; 0.9965870307167235; 0.9971558589306029; 0.768831168831169; 0.8757396449704142; 0.6950126796280642; 0.7319884726224783; 0.9071428571428571; 0.7168850380388841; 0.9248694254720772; 0.9688552188552189; 0.9212962962962963
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; 12; ipca_diff; svd; 1770; 590; 590; 0.6; 0.2; 0.2; [0.98587571 0.98587571 0.99435028 0.99435028 0.98305085]; 0.7095709570957096; 0.7293729372937293; 0.928030303030303; 0.9994353472614342; 1.0; 0.9994350282485877; 0.7485714285714286; 0.8791946308724832; 0.7123245881635143; 0.7657142857142857; 0.8701298701298701; 0.7270112437897671; 0.9307972480777013; 0.968013468013468; 0.9280303030303031
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svd; 16; 0; 16; zones; ipca_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.99166667 0.99722222 0.98055556 0.98055556 0.99162011]; 0.8200692041522492; 0.7474048442906575; 0.9473905723905723; 1.0; 1.0; 1.0; 0.8333333333333334; 0.8666666666666667; 0.8182254196642686; 0.750853242320819; 0.7913669064748201; 0.7490167865707434; 0.9479816895547233; 0.9587542087542088; 0.9473905723905723
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; 12; ipca_diff; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.90112994 0.93220339 0.92937853 0.9180791  0.90677966]; 0.5445544554455446; 0.5478547854785478; 0.8842592592592593; 1.0; 1.0; 1.0; 0.6387434554973822; 0.8243243243243243; 0.5508718395815171; 0.6549118387909321; 0.8387096774193549; 0.540976460331299; 0.892114554727344; 0.9570707070707071; 0.8842592592592593
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; 12; ipca_diff; svdn; 1806; 602; 602; 0.6; 0.2; 0.2; [0.9281768  0.90055249 0.9198895  0.88611111 0.93333333]; 0.5508771929824562; 0.5543859649122806; 0.8926767676767676; 1.0; 1.0; 1.0; 0.6613756613756614; 0.9259259259259259; 0.5696296296296297; 0.6784810126582278; 0.8933333333333333; 0.5355555555555556; 0.9011244668476153; 0.9781144781144782; 0.8926767676767677
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svdn; 16; 0; 16; zones; ipca_diff; svdn; 1746; 582; 582; 0.6; 0.2; 0.2; [0.87428571 0.88285714 0.90285714 0.92241379 0.92528736]; 0.44761904761904764; 0.4857142857142857; 0.843013468013468; 0.979131415679639; 0.9942726231386025; 0.9788087056128293; 0.5934579439252337; 0.8246753246753247; 0.4558159232072276; 0.6334841628959276; 0.8695652173913043; 0.47699040090344436; 0.8588724933787363; 0.9553872053872053; 0.843013468013468
svm_model_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; 12; ipca_diff; svdne; 1878; 626; 626; 0.6; 0.2; 0.2; [0.98404255 0.98670213 0.99202128 0.98670213 0.98663102]; 0.642570281124498; 0.5823293172690763; 0.9175084175084175; 0.9984034060670569; 0.9989350372736954; 0.9984025559105432; 0.6147186147186148; 0.6120689655172413; 0.6406209489240342; 0.5873015873015872; 0.556390977443609; 0.5842299714804252; 0.9170194750211685; 0.9116161616161617; 0.9175084175084176
ensemble_model_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; 12; ipca_diff; svdne; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.97443182 0.99715909 0.99142857 0.99142857 0.98285714]; 0.572347266881029; 0.684887459807074; 0.9006734006734006; 0.9971477467199087; 0.9965792474344356; 0.9971493728620296; 0.6545454545454545; 0.8456375838926175; 0.5833126191068025; 0.7574257425742574; 0.9444444444444444; 0.6735645041014169; 0.9071597167584579; 0.9705387205387206; 0.9006734006734006
ensemble_model_v2_N16_B0_E16_nb_zones_12_ipca_diff_svdne; 16; 0; 16; zones; ipca_diff; svdne; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.98603352 0.98324022 0.99441341 0.98314607 0.99157303]; 0.7491525423728813; 0.711864406779661; 0.9322390572390572; 0.9988801791713325; 0.9988801791713325; 0.9988801791713325; 0.783625730994152; 0.881578947368421; 0.7449852778800147; 0.7477744807121661; 0.8811188811188811; 0.7168752300331248; 0.9346855983772819; 0.9696969696969697; 0.9322390572390573
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; 4; ipca_diff; svd; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [1.         0.98484848 0.98484848 0.99242424 1.        ]; 0.7818181818181819; 0.7954545454545454; 0.9156079854809437; 1.0; 1.0; 1.0; 0.813953488372093; 0.875; 0.7725; 0.8051948051948051; 0.8773584905660378; 0.7983283680900364; 0.9192006950477846; 0.9497307001795332; 0.9152323225668308
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; 4; ipca_diff; svd; 682; 227; 227; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; [0.94202899 0.97058824 0.98529412 0.98529412 0.96323529]; 0.7797356828193832; 0.7797356828193832; 0.9119718309859155; 1.0; 1.0; 1.0; 0.7844827586206897; 0.9285714285714286; 0.7976190476190477; 0.8015873015873015; 0.8487394957983193; 0.7762215997510116; 0.9142367066895368; 0.9551971326164874; 0.9127196735746796
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.96268657 0.96268657 0.97014925 0.95522388 0.97014925]; 0.8071748878923767; 0.820627802690583; 0.9247311827956989; 0.9985096870342772; 1.0; 0.9985074626865671; 0.8036529680365296; 0.8888888888888888; 0.8154121863799283; 0.8245614035087719; 0.912621359223301; 0.8271440129449839; 0.924865831842576; 0.962756052141527; 0.9261103231346668
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; 4; ipca_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.62096774 0.63709677 0.66935484 0.67741935 0.73387097]; 0.5; 0.5388349514563107; 0.6463178294573644; 0.7319422150882825; 0.7354838709677419; 0.7306451612903225; 0.5654008438818565; 0.6320754716981132; 0.4960377358490566; 0.517766497461929; 0.5666666666666667; 0.5419540229885057; 0.6546830652790917; 0.6837944664031621; 0.6470303130494897
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; 4; ipca_diff; svdn; 606; 202; 202; 0.6; 0.2; 0.2; [0.75409836 0.68032787 0.7295082  0.61666667 0.73333333]; 0.5841584158415841; 0.5346534653465347; 0.800990099009901; 0.9626016260162602; 0.976897689768977; 0.9620462046204621; 0.6499999999999999; 0.7572815533980582; 0.5806609787192312; 0.6083333333333333; 0.6952380952380952; 0.5280314187530682; 0.8164383561643835; 0.8747553816046967; 0.800103141704152
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.59482759 0.55172414 0.53448276 0.5877193  0.57894737]; 0.5625; 0.5520833333333334; 0.8072916666666666; 0.9739130434782608; 0.9722222222222222; 0.9739583333333334; 0.6181818181818182; 0.6238532110091743; 0.5528904609262739; 0.5520833333333334; 0.5638297872340425; 0.5523230568823274; 0.812563323201621; 0.8167006109979633; 0.8070709878017535
svm_model_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; 4; ipca_diff; svdne; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.96226415 0.97169811 0.97169811 0.95283019 0.96226415]; 0.8125; 0.7897727272727273; 0.9036281179138322; 0.9710982658959537; 0.9509433962264151; 0.9716981132075472; 0.835820895522388; 0.9767441860465116; 0.8161498708010336; 0.8159203980099502; 0.9213483146067416; 0.7882603641999225; 0.9077090119435395; 0.95; 0.9037330316742082
ensemble_model_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; 4; ipca_diff; svdne; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.99137931 0.98275862 0.98275862 1.         1.        ]; 0.8341968911917098; 0.8497409326424871; 0.9368530020703933; 1.0; 1.0; 1.0; 0.8241758241758242; 0.7575757575757576; 0.8362346872985171; 0.8263473053892216; 0.75; 0.8452970297029703; 0.9343379978471475; 0.9022869022869023; 0.9367104614527295
ensemble_model_v2_N16_B42_E58_nb_zones_4_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.96666667 0.98333333 0.94166667 0.99152542 0.94067797]; 0.8181818181818182; 0.8737373737373737; 0.9375; 0.9983193277310924; 0.9966442953020134; 0.9983221476510067; 0.8217821782178217; 0.8645833333333334; 0.8195465686274511; 0.8858447488584474; 0.9238095238095239; 0.8705069124423963; 0.9389763779527559; 0.9559118236472945; 0.9373879605051888
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; 6; ipca_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.98295455 0.94252874 0.97126437 0.95977011 0.97701149]; 0.8206896551724138; 0.8103448275862069; 0.9139118457300276; 0.9789719626168224; 0.9610091743119266; 0.9793577981651375; 0.8404907975460122; 0.9383561643835616; 0.8198725266362251; 0.8242811501597445; 0.9555555555555556; 0.8197132616487456; 0.9163879598662207; 0.9553695955369595; 0.9144194916460308
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; 6; ipca_diff; svd; 1004; 334; 334; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.94554455 0.96534653 0.965      0.945      0.955     ]; 0.8203592814371258; 0.8143712574850299; 0.9168660287081339; 0.9828456104944502; 0.9701195219123506; 0.9830677290836654; 0.8360655737704918; 0.9386503067484663; 0.8231263229648764; 0.8385416666666666; 0.9415204678362573; 0.811251031464141; 0.9201608271108559; 0.9581339712918661; 0.916866028708134
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.98255814 0.97674419 0.99418605 0.99411765 0.99411765]; 0.8350877192982457; 0.8140350877192982; 0.9284712482468443; 0.9976689976689977; 1.0; 0.9976635514018692; 0.8395904436860068; 0.8601398601398601; 0.8349995075347187; 0.8100358422939068; 0.849624060150376; 0.8162593984962406; 0.9286713286713286; 0.9431818181818182; 0.9286546210022666
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; 6; ipca_diff; svdn; 832; 277; 277; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [0.5952381  0.57831325 0.62650602 0.60240964 0.59638554]; 0.516245487364621; 0.5090252707581228; 0.6421356421356421; 0.7347417840375586; 0.7524038461538461; 0.7283653846153847; 0.5592105263157895; 0.6538461538461539; 0.5242019884877027; 0.5526315789473685; 0.6268656716417911; 0.5127335351215948; 0.6602739726027397; 0.7088235294117647; 0.6433636060656558
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; 6; ipca_diff; svdn; 864; 288; 288; 0.6; 0.2; 0.2; [0.68965517 0.70689655 0.61627907 0.69186047 0.65116279]; 0.4895833333333333; 0.5798611111111112; 0.8138888888888889; 1.0; 1.0; 1.0; 0.5637982195845698; 0.6884057971014492; 0.49753623188405793; 0.6738544474393531; 0.7961783439490446; 0.5583945154859726; 0.8295165394402035; 0.8968363136176066; 0.8130745382954793
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.64210526 0.64736842 0.58421053 0.65263158 0.63684211]; 0.5284810126582279; 0.5474683544303798; 0.7869785082174463; 0.9533678756476685; 0.968421052631579; 0.9526315789473684; 0.5706051873198846; 0.6305732484076433; 0.529123102191243; 0.56; 0.610738255033557; 0.5508781095527067; 0.7941356139279169; 0.8322663252240717; 0.7875438991913118
svm_model_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; 6; ipca_diff; svdne; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [1.         0.96470588 0.95833333 0.98809524 0.98214286]; 0.7402135231316725; 0.7295373665480427; 0.8918918918918919; 0.9964497041420118; 0.9976303317535545; 0.9964454976303317; 0.778115501519757; 0.9411764705882353; 0.7464503042596349; 0.7840909090909092; 0.9324324324324325; 0.7180959154643366; 0.9003931847968546; 0.9730878186968839; 0.8915439093484421
ensemble_model_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; 6; ipca_diff; svdne; 816; 272; 272; 0.6; 0.2; 0.2; [0.96341463 0.93292683 0.9695122  0.93209877 0.95061728]; 0.8125; 0.7830882352941176; 0.9169117647058823; 0.996309963099631; 0.9926470588235294; 0.9963235294117647; 0.8222996515679442; 0.8613138686131386; 0.8121384157880508; 0.8; 0.8368794326241135; 0.781035136159385; 0.9189964157706092; 0.934402332361516; 0.9167560623231912
ensemble_model_v2_N16_B42_E58_nb_zones_6_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.99444444 0.96666667 0.96666667 0.95555556 0.98333333]; 0.81; 0.8066666666666666; 0.9226666666666666; 0.9988901220865705; 1.0; 0.9988888888888888; 0.8235294117647058; 0.8866666666666667; 0.81; 0.8079470198675497; 0.8652482269503546; 0.8099826040412151; 0.9239842726081259; 0.951417004048583; 0.9230075797581518
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; 8; ipca_diff; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.95081967 0.97540984 0.97540984 0.95081967 0.96694215]; 0.8078817733990148; 0.8004926108374384; 0.9098522167487685; 0.9800995024875622; 0.9704433497536946; 0.9802955665024631; 0.8296943231441047; 0.926829268292683; 0.8066982162358938; 0.8250539956803457; 0.9271844660194175; 0.7985922330097087; 0.9139633286318758; 0.9529411764705882; 0.9096389050669772
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; 8; ipca_diff; svd; 1094; 364; 364; 0.6004390779363337; 0.19978046103183314; 0.19978046103183314; [0.95909091 0.94090909 0.96788991 0.95412844 0.96788991]; 0.8104395604395604; 0.7912087912087912; 0.9034028540065862; 0.9708920187793427; 0.9451553930530164; 0.9716636197440586; 0.827930174563591; 0.9325842696629213; 0.8130663283798477; 0.820754716981132; 0.9456521739130435; 0.7894927536231884; 0.906878306878307; 0.9427942794279428; 0.9034891440951324
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.95217391 0.93913043 0.93478261 0.95217391 0.94736842]; 0.8534031413612565; 0.8821989528795812; 0.926255230125523; 0.9642857142857143; 0.9407665505226481; 0.9651567944250872; 0.8606965174129354; 0.8826530612244898; 0.85261685319289; 0.8854961832061069; 0.883248730964467; 0.8821649060227741; 0.9263707571801566; 0.9172699069286453; 0.9263598211891904
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; 8; ipca_diff; svdn; 1200; 400; 400; 0.6; 0.2; 0.2; [0.6125     0.59166667 0.58333333 0.59166667 0.6125    ]; 0.5375; 0.5275; 0.7445; 0.8890688259109312; 0.915; 0.8858333333333335; 0.5542168674698794; 0.5693069306930693; 0.5371787178717872; 0.5531914893617021; 0.5763546798029556; 0.5267560201045235; 0.753497346840328; 0.7771144278606965; 0.74433610840271
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; 8; ipca_diff; svdn; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.62692308 0.54263566 0.63953488 0.63953488 0.62790698]; 0.5162790697674419; 0.5465116279069767; 0.8057620817843866; 0.9884169884169884; 0.9907120743034056; 0.9883900928792568; 0.5737704918032787; 0.6635071090047393; 0.5189681663745158; 0.6060606060606061; 0.684931506849315; 0.5438875543725248; 0.8165057067603161; 0.8643122676579925; 0.8057620817843867
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.62068966 0.65086207 0.61206897 0.68695652 0.64347826]; 0.5558441558441558; 0.5116883116883116; 0.788681204569055; 0.9581881533101045; 0.9515570934256056; 0.9584775086505192; 0.5692695214105794; 0.5794871794871795; 0.5555330634278004; 0.5179487179487179; 0.5233160621761658; 0.5116580310880829; 0.7896640826873386; 0.7908902691511387; 0.7886743012422361
svm_model_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; 8; ipca_diff; svdne; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.93243243 0.94594595 0.93693694 0.95495495 0.95454545]; 0.8726287262872628; 0.8644986449864499; 0.9225352112676056; 0.9572490706319703; 0.9296028880866426; 0.9584837545126353; 0.877284595300261; 0.9081081081081082; 0.8725323149236193; 0.8711340206185566; 0.9135135135135135; 0.8643654524089308; 0.9225771521386031; 0.922077922077922; 0.9225357072428656
ensemble_model_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; 8; ipca_diff; svdne; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.97580645 0.95564516 0.95528455 0.95528455 0.95934959]; 0.8613138686131386; 0.8223844282238443; 0.9333657587548638; 0.9943411479385611; 0.9967585089141004; 0.9943273905996758; 0.8626506024096386; 0.8905472636815921; 0.8619402985074628; 0.8290398126463701; 0.885; 0.8240165876777251; 0.9341029341029341; 0.9538310412573674; 0.9335629194726143
ensemble_model_v2_N16_B42_E58_nb_zones_8_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.93801653 0.96666667 0.97916667 0.94166667 0.93333333]; 0.8425; 0.855; 0.9325674325674326; 0.9882550335570469; 0.9800332778702163; 0.9883527454242929; 0.8524590163934426; 0.9333333333333333; 0.8447154471544716; 0.867579908675799; 0.9047619047619048; 0.8523809523809524; 0.9343704423918328; 0.9552683896620279; 0.9324534719394476
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; 10; ipca_diff; svd; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.95422535 0.97183099 0.9471831  0.96478873 0.94366197]; 0.8308668076109936; 0.8160676532769556; 0.9129332206255283; 0.9725158562367865; 0.971830985915493; 0.9725352112676058; 0.8373983739837398; 0.9155555555555556; 0.8347939068100358; 0.8361581920903955; 0.891566265060241; 0.8118545611015491; 0.9156429156429157; 0.9442567567567568; 0.9129067201719486
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; 10; ipca_diff; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.94932432 0.96283784 0.97972973 0.95918367 0.95578231]; 0.8577777777777778; 0.86; 0.936026936026936; 0.9828649760109663; 0.9715447154471545; 0.9830623306233063; 0.8552036199095022; 0.8790697674418605; 0.8586838198911431; 0.869022869022869; 0.8893617021276595; 0.8586343394359228; 0.9361880772460118; 0.9385521885521886; 0.936026936026936
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 1500; 500; 500; 0.6; 0.2; 0.2; [0.92666667 0.96       0.95       0.94       0.98666667]; 0.8310502283105022; 0.8242009132420092; 0.9187710437710438; 0.9715061058344641; 0.9546666666666667; 0.972; 0.8391304347826086; 0.9323671497584541; 0.8363134450090972; 0.8469184890656064; 0.922077922077922; 0.8185268837442751; 0.92080426754206; 0.9444444444444444; 0.9187710437710438
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; 10; ipca_diff; svdn; 1548; 516; 516; 0.6; 0.2; 0.2; [0.59677419 0.56129032 0.54516129 0.62258065 0.58441558]; 0.5628019323671497; 0.5628019323671497; 0.7613636363636364; 0.8736906962415281; 0.9160206718346253; 0.8675710594315246; 0.6056644880174292; 0.7473118279569892; 0.5797962648556876; 0.6457925636007829; 0.7236842105263158; 0.5446378041878892; 0.7813343617431546; 0.8526936026936027; 0.7613636363636364
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; 10; ipca_diff; svdn; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.60062893 0.57861635 0.59748428 0.66139241 0.66139241]; 0.5544303797468354; 0.5518987341772152; 0.8476430976430976; 0.9943360604153556; 0.9962168978562421; 0.9943253467843632; 0.5981735159817351; 0.7237569060773481; 0.5674859296741881; 0.6257928118393233; 0.6915887850467289; 0.5391645582692208; 0.8552000000000001; 0.8998316498316499; 0.8476430976430976
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 1530; 510; 510; 0.6; 0.2; 0.2; [0.66339869 0.70915033 0.65686275 0.64052288 0.69281046]; 0.47754137115839246; 0.508274231678487; 0.789983164983165; 0.955012853470437; 0.9712418300653595; 0.954248366013072; 0.5443298969072166; 0.5665236051502146; 0.46747232889089674; 0.5418502202643172; 0.6473684210526316; 0.5211091032301784; 0.7999999999999999; 0.8400673400673401; 0.7899831649831649
svm_model_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; 10; ipca_diff; svdne; 1352; 450; 450; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.96691176 0.96296296 0.97037037 0.95925926 0.97037037]; 0.8733333333333333; 0.8711111111111111; 0.9356127886323268; 0.9776119402985075; 0.9689349112426036; 0.9778106508875739; 0.8810020876826722; 0.9055793991416309; 0.8721445382804929; 0.8711111111111112; 0.9245283018867925; 0.8740288568257492; 0.9360951961216394; 0.9473684210526315; 0.9356647587137604
ensemble_model_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; 10; ipca_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.92156863 0.97385621 0.92810458 0.94771242 0.93137255]; 0.8628841607565012; 0.8486997635933806; 0.9297138047138047; 0.9698593436034829; 0.9464052287581699; 0.9705882352941178; 0.8781512605042018; 0.9631336405529954; 0.8602075969755268; 0.8590308370044052; 0.9466019417475728; 0.8511811552055837; 0.9310771770532398; 0.9494949494949495; 0.9297138047138047
ensemble_model_v2_N16_B42_E58_nb_zones_10_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.95302013 0.96959459 0.93581081 0.93243243 0.96959459]; 0.8523489932885906; 0.8210290827740492; 0.9221380471380471; 0.9731958762886598; 0.9554655870445344; 0.9736842105263159; 0.8636363636363635; 0.9675925925925926; 0.8560906685906686; 0.8479087452471483; 0.9653679653679653; 0.816017316017316; 0.9249492900608519; 0.9595959595959596; 0.9221380471380471
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; 12; ipca_diff; svd; 1800; 600; 600; 0.6; 0.2; 0.2; [0.94722222 0.94722222 0.94166667 0.96944444 0.94722222]; 0.7569444444444444; 0.7638888888888888; 0.9217171717171717; 0.9729119638826185; 0.9577777777777777; 0.9733333333333334; 0.7852760736196319; 0.8951048951048951; 0.7578972751386543; 0.7988165680473371; 0.9310344827586207; 0.7627200385821076; 0.9236453201970443; 0.946969696969697; 0.9217171717171717
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; 12; ipca_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.95027624 0.95027624 0.925      0.93611111 0.95      ]; 0.8321678321678322; 0.8286713286713286; 0.9372895622895623; 0.9708520179372198; 0.9600886917960089; 0.9711751662971175; 0.8509316770186335; 0.9513888888888888; 0.8313282472613457; 0.8414239482200647; 0.9154929577464789; 0.8292742566510173; 0.9383022774327122; 0.9537037037037037; 0.9372895622895623
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svd; 16; 42; 58; zones; ipca_diff; svd; 1794; 598; 598; 0.6; 0.2; 0.2; [0.96666667 0.95833333 0.93854749 0.95810056 0.95810056]; 0.8831615120274914; 0.9003436426116839; 0.960016835016835; 0.9820627802690582; 0.9765886287625418; 0.9821627647714604; 0.8866666666666666; 0.8926174496644296; 0.882928443142074; 0.8982456140350877; 0.9014084507042254; 0.9003686548823141; 0.9598986914309836; 0.9570707070707071; 0.9600168350168351
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; 12; ipca_diff; svdn; 1788; 596; 596; 0.6; 0.2; 0.2; [0.62849162 0.63407821 0.67318436 0.65083799 0.64044944]; 0.564625850340136; 0.54421768707483; 0.7781986531986532; 0.8577563070316693; 0.8937360178970917; 0.8517897091722595; 0.6404494382022471; 0.7354838709677419; 0.5547922951961012; 0.6298342541436465; 0.8201438848920863; 0.5584590392202367; 0.7958155753583883; 0.8644781144781145; 0.7781986531986532
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; 12; ipca_diff; svdn; 1612; 537; 537; 0.6001489203276247; 0.19992553983618763; 0.19992553983618763; [0.56481481 0.60248447 0.64596273 0.58074534 0.59627329]; 0.5261780104712042; 0.5680628272251309; 0.8493265993265994; 0.9925742574257426; 0.9950372208436724; 0.9925558312655086; 0.5370843989769821; 0.5865921787709497; 0.5297492913559182; 0.6024096385542168; 0.6157635467980296; 0.5648650136224784; 0.8521882741535922; 0.8686868686868687; 0.8493265993265995
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svdn; 16; 42; 58; zones; ipca_diff; svdn; 1818; 606; 606; 0.6; 0.2; 0.2; [0.65659341 0.63461538 0.69230769 0.65659341 0.65469613]; 0.5555555555555556; 0.5448028673835126; 0.867003367003367; 0.9644225506294472; 0.9691969196919692; 0.9642464246424642; 0.5894039735099338; 0.6402877697841727; 0.5558581706063721; 0.5836065573770491; 0.6357142857142857; 0.544475847893114; 0.8701725554642564; 0.8914141414141414; 0.867003367003367
svm_model_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; 12; ipca_diff; svdne; 1800; 600; 600; 0.6; 0.2; 0.2; [0.95277778 0.95277778 0.95833333 0.94444444 0.93888889]; 0.9166666666666666; 0.9236111111111112; 0.9553872053872053; 0.9660633484162896; 0.9488888888888889; 0.9666666666666668; 0.9205298013245032; 0.972027972027972; 0.9170484687726067; 0.9276315789473685; 0.9724137931034482; 0.9232698336146613; 0.9553496208930077; 0.9545454545454546; 0.9553872053872053
ensemble_model_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; 12; ipca_diff; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.95505618 0.94382022 0.95224719 0.96629213 0.94915254]; 0.8193979933110368; 0.8160535117056856; 0.9385521885521886; 0.9788450543167525; 0.9628796400449944; 0.9791901012373453; 0.8333333333333334; 0.9375; 0.8235887096774194; 0.8433048433048432; 0.9548387096774194; 0.810752688172043; 0.9397689768976898; 0.9587542087542088; 0.9385521885521887
ensemble_model_v2_N16_B42_E58_nb_zones_12_ipca_diff_svdne; 16; 42; 58; zones; ipca_diff; svdne; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.93859649 0.9502924  0.92690058 0.9619883  0.93823529]; 0.844311377245509; 0.8323353293413174; 0.9364478114478114; 0.9743589743589743; 0.9566744730679156; 0.9748243559718968; 0.8624338624338624; 0.9644970414201184; 0.8428545813161198; 0.8469945355191257; 0.9393939393939394; 0.8336022951407567; 0.9376290788930194; 0.9553872053872053; 0.9364478114478115
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; 4; ipca_diff; svd; 686; 228; 228; 0.6007005253940455; 0.19964973730297722; 0.19964973730297722; [0.94927536 0.89855072 0.95652174 0.91911765 0.95588235]; 0.8289473684210527; 0.8333333333333334; 0.8966725043782837; 0.9396170839469808; 0.9300291545189504; 0.9402332361516034; 0.8186046511627908; 0.8; 0.8279661016949152; 0.8288288288288289; 0.8761904761904762; 0.8364692218350755; 0.8942652329749103; 0.8942652329749103; 0.8966189178573182
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; 4; ipca_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.95689655 0.93965517 0.92241379 0.98275862 0.97413793]; 0.8341968911917098; 0.8808290155440415; 0.9337474120082816; 0.9843478260869565; 0.9758620689655172; 0.9844827586206896; 0.8545454545454546; 0.8785046728971962; 0.8287872201695283; 0.8899521531100479; 0.9207920792079208; 0.8788743004735255; 0.9362549800796812; 0.9437751004016064; 0.9334260117392649
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.95689655 0.9137931  0.94827586 0.9137931  0.97368421]; 0.90625; 0.828125; 0.9282744282744283; 0.9679715302491103; 0.9411764705882353; 0.9688581314878891; 0.9150943396226416; 0.9897959183673469; 0.9044724272687799; 0.8405797101449275; 0.9666666666666667; 0.8362745098039215; 0.929663608562691; 0.9559748427672956; 0.9285028853011735
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; 4; ipca_diff; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.54545455 0.60909091 0.57407407 0.5        0.50925926]; 0.5469613259668509; 0.574585635359116; 0.5640176600441501; 0.4869565217391305; 0.4117647058823529; 0.5661764705882352; 0.4383561643835617; 0.3368421052631579; 0.5579559363525092; 0.5095541401273885; 0.4444444444444444; 0.5738705738705738; 0.48230668414154654; 0.4026258205689278; 0.565455449259965
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; 4; ipca_diff; svdn; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.52272727 0.51538462 0.48461538 0.48461538 0.53076923]; 0.4700460829493088; 0.5299539170506913; 0.8001841620626151; 1.0; 1.0; 1.0; 0.47004608294930883; 0.5257731958762887; 0.4753865979381443; 0.5853658536585366; 0.631578947368421; 0.5245273377618804; 0.8053811659192824; 0.8361266294227188; 0.8005769759135452
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.49180328 0.45833333 0.475      0.5        0.58333333]; 0.445; 0.535; 0.7864271457085829; 0.9833887043189369; 0.9833887043189369; 0.9833887043189369; 0.4422110552763819; 0.42718446601941745; 0.44555099589630665; 0.5181347150259067; 0.5555555555555556; 0.5368686868686868; 0.7847082494969819; 0.7894736842105263; 0.78646912556983
svm_model_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; 4; ipca_diff; svdne; 546; 182; 182; 0.6; 0.2; 0.2; [0.80909091 0.89090909 0.87272727 0.87962963 0.89814815]; 0.8241758241758241; 0.8516483516483516; 0.889010989010989; 0.9230769230769231; 0.9230769230769231; 0.9230769230769231; 0.8490566037735849; 0.9; 0.8158536585365853; 0.8556149732620321; 0.9195402298850575; 0.8545069570477919; 0.8931216931216932; 0.9173913043478261; 0.8886956521739131
ensemble_model_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; 4; ipca_diff; svdne; 546; 182; 182; 0.6; 0.2; 0.2; [0.92727273 0.89090909 0.93636364 0.88888889 0.94444444]; 0.8736263736263736; 0.8516483516483516; 0.9373626373626374; 0.9871559633027523; 0.9853479853479854; 0.9871794871794872; 0.8743169398907102; 0.8421052631578947; 0.8750756200846945; 0.8508287292817679; 0.875; 0.8523936170212765; 0.9372937293729373; 0.9342105263157895; 0.9373695803385114
ensemble_model_v2_N16_B92_E108_nb_zones_4_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 552; 184; 184; 0.6; 0.2; 0.2; [0.89285714 0.9        0.91818182 0.86363636 0.94545455]; 0.8913043478260869; 0.8586956521739131; 0.9380434782608695; 0.9803921568627451; 0.9963768115942029; 0.980072463768116; 0.9038461538461539; 0.94; 0.8866666666666667; 0.8470588235294119; 0.8571428571428571; 0.8585714285714287; 0.9392971246006391; 0.9586956521739131; 0.9380434782608696
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; 6; ipca_diff; svd; 748; 249; 249; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.89333333 0.90666667 0.93333333 0.89333333 0.92567568]; 0.7911646586345381; 0.8353413654618473; 0.9229534510433387; 0.9959839357429718; 0.9946524064171123; 0.9959893048128342; 0.7903225806451613; 0.8235294117647058; 0.7925339366515837; 0.8392156862745097; 0.8699186991869918; 0.8357530003871467; 0.9232; 0.9366883116883117; 0.9231060606060606
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; 6; ipca_diff; svd; 876; 292; 292; 0.6; 0.2; 0.2; [0.91477273 0.88636364 0.92045455 0.91954023 0.90804598]; 0.8356164383561644; 0.8047945205479452; 0.8972602739726028; 0.9485714285714285; 0.9474885844748858; 0.9486301369863013; 0.8481012658227848; 0.8322981366459627; 0.8359963965672562; 0.7985865724381627; 0.7483443708609272; 0.8067962989056409; 0.8982360922659431; 0.8826666666666667; 0.8976713615023475
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 900; 300; 300; 0.6; 0.2; 0.2; [0.93888889 0.9        0.87777778 0.90555556 0.95555556]; 0.8733333333333333; 0.87; 0.932; 0.9722530521642619; 0.9733333333333334; 0.9722222222222222; 0.8774193548387096; 0.9315068493150684; 0.8748443337484433; 0.8913649025069639; 0.9195402298850575; 0.8605637657361795; 0.935031847133758; 0.9532467532467532; 0.931417897171322
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; 6; ipca_diff; svdn; 980; 326; 326; 0.6004901960784313; 0.19975490196078433; 0.19975490196078433; [0.56122449 0.54591837 0.53061224 0.54591837 0.56632653]; 0.5521472392638037; 0.49693251533742333; 0.5416666666666666; 0.6300675675675675; 0.7612244897959184; 0.5530612244897959; 0.6473429951690822; 0.8023952095808383; 0.5458516928407336; 0.5816326530612245; 0.7307692307692307; 0.5065610859728507; 0.6241206030150753; 0.7638376383763837; 0.5424804797498524
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; 6; ipca_diff; svdn; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.56470588 0.58235294 0.54117647 0.5        0.54705882]; 0.5159010600706714; 0.48056537102473496; 0.7994350282485876; 1.0; 1.0; 1.0; 0.5226480836236934; 0.4934210526315789; 0.5177028927280032; 0.480565371024735; 0.4722222222222222; 0.48071542765787373; 0.8; 0.7877947295423023; 0.7996527604546044
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 882; 294; 294; 0.6; 0.2; 0.2; [0.5        0.4375     0.47159091 0.49431818 0.5       ]; 0.5034013605442177; 0.5340136054421769; 0.7959183673469388; 0.9807037457434733; 0.9795918367346939; 0.9807256235827664; 0.4895104895104895; 0.5147058823529411; 0.5041883842144452; 0.5537459283387622; 0.5629139072847682; 0.5332052053906359; 0.796472184531886; 0.8063186813186813; 0.7960164835164836
svm_model_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; 6; ipca_diff; svdne; 858; 286; 286; 0.6; 0.2; 0.2; [0.9244186  0.87209302 0.86627907 0.88372093 0.85882353]; 0.8356643356643356; 0.8531468531468531; 0.8944055944055944; 0.928735632183908; 0.9417249417249417; 0.9277389277389279; 0.840677966101695; 0.9185185185185185; 0.8400539612460143; 0.8636363636363636; 0.9568345323741008; 0.8559682865952136; 0.8974881194840462; 0.9402560455192034; 0.8951624106550624
ensemble_model_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; 6; ipca_diff; svdne; 968; 322; 322; 0.6004962779156328; 0.19975186104218362; 0.19975186104218362; [0.89175258 0.87113402 0.8814433  0.87113402 0.86979167]; 0.8913043478260869; 0.8385093167701864; 0.9075682382133995; 0.9359504132231405; 0.9359504132231405; 0.9359504132231407; 0.8859934853420195; 0.8717948717948718; 0.8907167130058696; 0.8374999999999999; 0.788235294117647; 0.841486068111455; 0.9065830721003135; 0.8925925925925926; 0.9076429297127553
ensemble_model_v2_N16_B92_E108_nb_zones_6_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 894; 298; 298; 0.6; 0.2; 0.2; [0.86666667 0.85555556 0.8258427  0.92134831 0.87640449]; 0.8691275167785235; 0.8791946308724832; 0.9100671140939597; 0.9317919075144508; 0.901565995525727; 0.9340044742729307; 0.8641114982578397; 0.8671328671328671; 0.8690503045341754; 0.8838709677419355; 0.9133333333333333; 0.878963963963964; 0.908344733242134; 0.8972972972972973; 0.9099819819819821
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; 8; ipca_diff; svd; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.93636364 0.92727273 0.92272727 0.94545455 0.95909091]; 0.8278688524590164; 0.8469945355191257; 0.9044759825327511; 0.9494584837545126; 0.9563636363636364; 0.9490909090909092; 0.8061538461538461; 0.7443181818181818; 0.8247906698564593; 0.8303030303030302; 0.7653631284916201; 0.8452484091655963; 0.9007373794668179; 0.8773480662983425; 0.9041540762991173
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; 8; ipca_diff; svd; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.9254386  0.92477876 0.90265487 0.93362832 0.90707965]; 0.8673740053050398; 0.843501326259947; 0.9114528101802757; 0.9476534296028881; 0.9275618374558304; 0.9487632508833922; 0.8691099476439792; 0.9273743016759777; 0.8702528074036454; 0.8578313253012049; 0.8640776699029126; 0.841395560097655; 0.9123359580052494; 0.9137749737118822; 0.9114329414013956
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.8853211  0.88990826 0.90366972 0.91284404 0.89449541]; 0.8650137741046832; 0.8787878787878788; 0.9229074889867841; 0.9566820276497696; 0.9522935779816514; 0.9568807339449542; 0.868632707774799; 0.9152542372881356; 0.8662292691817021; 0.888888888888889; 0.9263157894736842; 0.8764526924247034; 0.924487594390507; 0.9396929824561403; 0.9228332168917871
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; 8; ipca_diff; svdn; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.60169492 0.55555556 0.56410256 0.59401709 0.62820513]; 0.558974358974359; 0.5076923076923077; 0.5665983606557377; 0.5844827586206897; 0.5784982935153583; 0.5887372013651877; 0.5784313725490196; 0.5870646766169154; 0.5580826028587222; 0.5223880597014925; 0.5223880597014925; 0.5072257758824923; 0.5705583756345177; 0.5688259109311741; 0.5665706318141347
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; 8; ipca_diff; svdn; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.53225806 0.48790323 0.5        0.51209677 0.50806452]; 0.5205811138014528; 0.5520581113801453; 0.8126815101645692; 0.9967845659163987; 1.0; 0.996774193548387; 0.5416666666666667; 0.5625; 0.5202743902439024; 0.5520581113801453; 0.5507246376811594; 0.5520613479667933; 0.8147438966012446; 0.8222222222222222; 0.8126630024787154
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.45       0.5        0.5        0.53781513 0.48739496]; 0.542713567839196; 0.5376884422110553; 0.8062248995983936; 0.9833055091819699; 0.9849498327759197; 0.9832775919732442; 0.5309278350515464; 0.5202020202020202; 0.54260101010101; 0.5233160621761658; 0.554945054945055; 0.5390466015466016; 0.8042596348884382; 0.810838445807771; 0.8063067968683826
svm_model_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; 8; ipca_diff; svdne; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.90243902 0.96311475 0.93032787 0.95081967 0.94672131]; 0.828009828009828; 0.8378378378378378; 0.9037328094302554; 0.9517684887459807; 0.9689034369885434; 0.9509001636661211; 0.8333333333333334; 0.8578431372549019; 0.8279363469525741; 0.8450704225352113; 0.9; 0.8388888888888888; 0.9062200956937798; 0.9330049261083744; 0.9038188195674095
ensemble_model_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; 8; ipca_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.88655462 0.89915966 0.88235294 0.88655462 0.8559322 ]; 0.8712121212121212; 0.8560606060606061; 0.9131313131313131; 0.9470198675496689; 0.9629629629629629; 0.946127946127946; 0.8746928746928748; 0.8599033816425121; 0.8717506326201978; 0.8519480519480519; 0.82; 0.8564285714285714; 0.914; 0.913086913086913; 0.9131318120082165
ensemble_model_v2_N16_B92_E108_nb_zones_8_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 1230; 410; 410; 0.6; 0.2; 0.2; [0.91056911 0.8902439  0.90243902 0.90243902 0.87804878]; 0.8731707317073171; 0.8780487804878049; 0.9258536585365854; 0.9590163934426229; 0.9512195121951219; 0.959349593495935; 0.8725490196078431; 0.8811881188118812; 0.8732863670982483; 0.8815165876777251; 0.9029126213592233; 0.8779268989149058; 0.9258536585365853; 0.927663734115347; 0.9258571835133698
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; 10; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.89930556 0.93055556 0.90625    0.91319444 0.91958042]; 0.8528784648187633; 0.8251599147121536; 0.9002525252525253; 0.9416553595658074; 0.9652294853963839; 0.9401947148817802; 0.8516129032258065; 0.8497854077253219; 0.8528588055575761; 0.8284518828451883; 0.8389830508474576; 0.8250709245653597; 0.9019445593711213; 0.9175084175084175; 0.9002525252525252
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; 10; ipca_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.89655172 0.91724138 0.87931034 0.87931034 0.88965517]; 0.9071274298056156; 0.896328293736501; 0.9330808080808081; 0.9530386740331492; 0.9517241379310345; 0.9531034482758621; 0.9033707865168539; 0.9013452914798207; 0.9069226457399104; 0.8987341772151898; 0.8875; 0.896664798206278; 0.9328263624841571; 0.9292929292929293; 0.9330808080808081
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 1512; 504; 504; 0.6; 0.2; 0.2; [0.88486842 0.89735099 0.93377483 0.94039735 0.91059603]; 0.8842592592592593; 0.8379629629629629; 0.9132996632996633; 0.9422043010752688; 0.9272486772486772; 0.9431216931216931; 0.8863636363636364; 0.874439461883408; 0.8845881519943357; 0.8267326732673267; 0.7990430622009569; 0.8367412620421825; 0.9116638078902229; 0.8947811447811448; 0.9132996632996634
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; 10; ipca_diff; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.59060403 0.5704698  0.58108108 0.52364865 0.5777027 ]; 0.5381165919282511; 0.5358744394618834; 0.5618686868686869; 0.5662983425414364; 0.5525606469002695; 0.5768194070080862; 0.5095238095238095; 0.5071090047393365; 0.5365332257739236; 0.5529157667386609; 0.5446808510638298; 0.5353736008873651; 0.5534105534105536; 0.5429292929292929; 0.5618686868686869
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; 10; ipca_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.54934211 0.53642384 0.50662252 0.52980132 0.52649007]; 0.5162037037037037; 0.5092592592592593; 0.8198653198653199; 0.9953734302709848; 0.996031746031746; 0.9953703703703703; 0.5324384787472035; 0.5265486725663717; 0.5157015207492053; 0.4803921568627451; 0.47572815533980584; 0.5077755820946817; 0.8192567567567567; 0.8164983164983165; 0.8198653198653199
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 1440; 480; 480; 0.6; 0.2; 0.2; [0.54513889 0.48958333 0.51388889 0.56597222 0.53819444]; 0.5021367521367521; 0.49572649572649574; 0.7929292929292929; 0.9840388619014573; 0.9847222222222223; 0.9840277777777777; 0.5010706638115632; 0.4957627118644068; 0.5021917007597896; 0.506276150627615; 0.521551724137931; 0.49594535359438924; 0.7937971500419111; 0.7971380471380471; 0.7929292929292929
svm_model_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; 10; ipca_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.94966443 0.93959732 0.92905405 0.94932432 0.94256757]; 0.8340807174887892; 0.8251121076233184; 0.9057239057239057; 0.952191235059761; 0.9663072776280324; 0.9514824797843667; 0.8010752688172044; 0.7028301886792453; 0.8279108208353491; 0.8106796116504853; 0.7136752136752137; 0.8308942106111917; 0.9021834061135371; 0.8695286195286195; 0.9057239057239057
ensemble_model_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; 10; ipca_diff; svdne; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [0.87898089 0.92948718 0.93269231 0.92948718 0.91346154]; 0.7813267813267813; 0.7542997542997543; 0.9002525252525253; 0.9695044472681068; 0.9769526248399488; 0.9692701664532651; 0.7963386727688788; 0.8877551020408163; 0.7851097785085598; 0.7797356828193832; 0.8388625592417062; 0.7510639326820775; 0.9038539553752536; 0.9377104377104377; 0.9002525252525252
ensemble_model_v2_N16_B92_E108_nb_zones_10_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.92465753 0.90068493 0.92808219 0.89310345 0.9137931 ]; 0.8217391304347826; 0.841304347826087; 0.8968855218855218; 0.9380165289256197; 0.9354395604395604; 0.9381868131868132; 0.8319672131147541; 0.9144144144144144; 0.8248542660307367; 0.8576998050682261; 0.9243697478991597; 0.838311000075706; 0.9001222992254382; 0.9292929292929293; 0.8968855218855218
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; 12; ipca_diff; svd; 1886; 628; 628; 0.6002546148949713; 0.19987269255251433; 0.19987269255251433; [0.95238095 0.88888889 0.92063492 0.8962766  0.89893617]; 0.8408163265306122; 0.8367346938775511; 0.9179292929292929; 0.9391395592864638; 0.9490986214209968; 0.9384941675503711; 0.8517110266159696; 0.9105691056910569; 0.8405304544848727; 0.8400000000000001; 0.860655737704918; 0.8368319338931094; 0.9193881769326168; 0.936026936026936; 0.917929292929293
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; 12; ipca_diff; svd; 1706; 568; 568; 0.6002814919071077; 0.19985925404644617; 0.19985925404644617; [0.92105263 0.9005848  0.91812865 0.89411765 0.92647059]; 0.835820895522388; 0.835820895522388; 0.9179292929292929; 0.9503214494447692; 0.9531066822977726; 0.9501758499413833; 0.8253968253968254; 0.7344632768361582; 0.8419151827218766; 0.8160535117056856; 0.7721518987341772; 0.8324036329829079; 0.9161290322580644; 0.8964646464646465; 0.9179292929292932
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svd; 16; 92; 108; zones; ipca_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.91576087 0.91847826 0.89344262 0.90437158 0.92622951]; 0.8413284132841329; 0.8523985239852399; 0.930976430976431; 0.9564281871974178; 0.9694656488549618; 0.955834242093784; 0.8436363636363635; 0.8226950354609929; 0.8421167484997273; 0.8484848484848485; 0.8615384615384616; 0.8527550463720677; 0.9316096747289407; 0.9402356902356902; 0.930976430976431
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; 12; ipca_diff; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.56388889 0.5        0.56944444 0.54748603 0.58659218]; 0.5827586206896552; 0.5655172413793104; 0.5707070707070707; 0.5841850457235072; 0.6046770601336303; 0.5695991091314031; 0.5783972125435541; 0.5886524822695035; 0.5829168451615975; 0.5855263157894737; 0.5973154362416108; 0.5646151649293161; 0.583673469387755; 0.6018518518518519; 0.5707070707070707
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; 12; ipca_diff; svdn; 1836; 612; 612; 0.6; 0.2; 0.2; [0.51902174 0.52173913 0.54076087 0.52185792 0.55737705]; 0.5296296296296297; 0.5111111111111111; 0.890993265993266; 1.0; 1.0; 1.0; 0.5415162454873647; 0.6; 0.5344827586206897; 0.5285714285714286; 0.5103448275862069; 0.5111724137931035; 0.8917676556623484; 0.8981481481481481; 0.890993265993266
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svdn; 16; 92; 108; zones; ipca_diff; svdn; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.54285714 0.53142857 0.57183908 0.51436782 0.51724138]; 0.5126582278481012; 0.5379746835443038; 0.8678451178451179; 0.9919908466819223; 0.9942660550458715; 0.9919724770642201; 0.5246913580246912; 0.5483870967741935; 0.5133239831697054; 0.5548780487804877; 0.5652173913043478; 0.5374474053295932; 0.8691666666666665; 0.8779461279461279; 0.8678451178451178
svm_model_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; 12; ipca_diff; svdne; 1894; 631; 631; 0.600126742712294; 0.19993662864385298; 0.19993662864385298; [0.94210526 0.92368421 0.8994709  0.9047619  0.90740741]; 0.8340248962655602; 0.9128630705394191; 0.9250841750841751; 0.9383236689509753; 0.9398099260823654; 0.9382259767687434; 0.84; 0.9545454545454546; 0.8436849410131854; 0.9219330855018587; 0.9465648854961832; 0.9096460791117281; 0.9263245033112583; 0.9419191919191919; 0.9250841750841752
ensemble_model_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; 12; ipca_diff; svdne; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.89367816 0.87861272 0.9132948  0.91618497 0.89884393]; 0.8850931677018633; 0.8509316770186336; 0.9250841750841751; 0.9463976945244956; 0.9480369515011547; 0.9463048498845267; 0.8770764119601329; 0.9166666666666666; 0.8881086142322097; 0.8762886597938143; 0.9550561797752809; 0.8386392009987516; 0.9265676567656765; 0.9452861952861953; 0.925084175084175
ensemble_model_v2_N16_B92_E108_nb_zones_12_ipca_diff_svdne; 16; 92; 108; zones; ipca_diff; svdne; 1922; 640; 640; 0.6002498438475953; 0.19987507807620236; 0.19987507807620236; [0.91709845 0.89322917 0.89322917 0.92708333 0.890625  ]; 0.8502202643171806; 0.8590308370044053; 0.9276094276094277; 0.9449064449064448; 0.9458896982310093; 0.9448491155046824; 0.8617886178861789; 0.9724770642201835; 0.854882599906702; 0.8796992481203008; 0.9915254237288136; 0.8535608770020214; 0.9293924466338259; 0.9528619528619529; 0.9276094276094277
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; 4; ipca_diff; svd; 690; 230; 230; 0.6; 0.2; 0.2; [0.91304348 0.96376812 0.92028986 0.89855072 0.9057971 ]; 0.8565217391304348; 0.8173913043478261; 0.8895652173913043; 0.9204892966360857; 0.8724637681159421; 0.9246376811594204; 0.8583690987124464; 0.8771929824561403; 0.8566999395039323; 0.8235294117647057; 0.8521739130434782; 0.8173913043478261; 0.887111111111111; 0.8693379790940766; 0.8895301006581494
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; 4; ipca_diff; svd; 724; 241; 241; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.87671233 0.86986301 0.86111111 0.88888889 0.86805556]; 0.8672199170124482; 0.8257261410788381; 0.8971807628524047; 0.9307479224376731; 0.9281767955801105; 0.9309392265193369; 0.8814814814814814; 0.9015151515151515; 0.8636016124548233; 0.8173913043478261; 0.8392857142857143; 0.8266196013289038; 0.8985270049099837; 0.905940594059406; 0.8971369636963695
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.91538462 0.88461538 0.90769231 0.875      0.90625   ]; 0.8; 0.7953488372093023; 0.9089219330855018; 0.9829457364341085; 0.9814241486068112; 0.9829721362229104; 0.8054298642533937; 0.7946428571428571; 0.800234049930652; 0.7962962962962963; 0.819047619047619; 0.7958874458874459; 0.9094269870609981; 0.9111111111111111; 0.9089137645107794
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; 4; ipca_diff; svdn; 488; 162; 162; 0.6009852216748769; 0.19950738916256158; 0.19950738916256158; [0.45918367 0.56122449 0.54081633 0.5        0.58333333]; 0.5864197530864198; 0.47530864197530864; 0.541871921182266; 0.5801526717557252; 0.6229508196721312; 0.5491803278688525; 0.5988023952095809; 0.6410256410256411; 0.5883699633699634; 0.46540880503144655; 0.4805194805194805; 0.47555385790679905; 0.5623529411764706; 0.5989974937343359; 0.5428401512255214
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; 4; ipca_diff; svdn; 540; 180; 180; 0.6; 0.2; 0.2; [0.46296296 0.53703704 0.50925926 0.53703704 0.51851852]; 0.5666666666666667; 0.43333333333333335; 0.8; 1.0; 1.0; 1.0; 0.6099999999999999; 0.648936170212766; 0.5628401781296388; 0.48484848484848486; 0.5517241379310345; 0.4371523915461624; 0.8081023454157783; 0.8403547671840355; 0.7999101230129533
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.55384615 0.49230769 0.54615385 0.55384615 0.49230769]; 0.49074074074074076; 0.5370370370370371; 0.7929759704251387; 0.9787878787878789; 0.9938461538461538; 0.9784615384615385; 0.5089285714285714; 0.5229357798165137; 0.4904398525250794; 0.5726495726495727; 0.6504854368932039; 0.5420568777386374; 0.7996422182468692; 0.8324022346368715; 0.793265337501922
svm_model_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; 4; ipca_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.84745763 0.85344828 0.80172414 0.87931034 0.82758621]; 0.8969072164948454; 0.8917525773195877; 0.8639175257731959; 0.8480801335559266; 0.872852233676976; 0.8436426116838488; 0.8979591836734695; 0.9887640449438202; 0.9039058319957196; 0.8975609756097561; 0.9787234042553191; 0.8943617021276595; 0.8679999999999999; 0.9156118143459916; 0.8650639716891249
ensemble_model_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; 4; ipca_diff; svdne; 594; 198; 198; 0.6; 0.2; 0.2; [0.91666667 0.91666667 0.87288136 0.88983051 0.88135593]; 0.8131313131313131; 0.8888888888888888; 0.9161616161616162; 0.959731543624161; 0.9629629629629629; 0.9595959595959596; 0.814070351758794; 0.801980198019802; 0.8133612330305194; 0.8791208791208791; 0.9090909090909091; 0.890909090909091; 0.9150460593654043; 0.9197530864197531; 0.9162257495590829
ensemble_model_v2_N16_B142_E158_nb_zones_4_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 528; 176; 176; 0.6; 0.2; 0.2; [0.9245283  0.94339623 0.94339623 0.94339623 0.94230769]; 0.8863636363636364; 0.8181818181818182; 0.9295454545454546; 0.9814126394052044; 1.0; 0.9810606060606061; 0.8936170212765958; 0.9545454545454546; 0.8863636363636364; 0.8415841584158414; 0.9239130434782609; 0.8131469979296065; 0.9331896551724138; 0.9752252252252253; 0.9291263740805025
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; 6; ipca_diff; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.81325301 0.77710843 0.8313253  0.86746988 0.79268293]; 0.8913043478260869; 0.8623188405797102; 0.9115942028985508; 0.9346246973365618; 0.9323671497584541; 0.9347826086956522; 0.8993288590604026; 0.9436619718309859; 0.889741433676687; 0.87248322147651; 0.9285714285714286; 0.8613445378151261; 0.9142053445850915; 0.9339080459770115; 0.9113984674329502
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; 6; ipca_diff; svd; 930; 310; 310; 0.6; 0.2; 0.2; [0.84946237 0.91397849 0.87634409 0.90322581 0.92473118]; 0.8387096774193549; 0.8612903225806452; 0.8980645161290323; 0.9309245483528161; 0.9419354838709677; 0.9301075268817204; 0.861111111111111; 0.9226190476190477; 0.8310278336686787; 0.8700906344410877; 0.9290322580645162; 0.8612903225806453; 0.903186274509804; 0.9352791878172588; 0.8974296201553484
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.92105263 0.84736842 0.88297872 0.80851064 0.85106383]; 0.8343949044585988; 0.8535031847133758; 0.8893129770992366; 0.9182795698924732; 0.9046610169491526; 0.9194915254237288; 0.8289473684210527; 0.7730061349693251; 0.8368341933124771; 0.8476821192052979; 0.8258064516129032; 0.8531547981334956; 0.8867187500000001; 0.8620253164556962; 0.8894525559260579
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; 6; ipca_diff; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.45698925 0.51075269 0.54347826 0.54347826 0.5       ]; 0.5487012987012987; 0.4448051948051948; 0.5272727272727272; 0.5505376344086022; 0.5541125541125541; 0.5476190476190477; 0.5255972696245734; 0.5099337748344371; 0.547960517990467; 0.42424242424242425; 0.4090909090909091; 0.44480519480519487; 0.5210526315789474; 0.516297262059974; 0.5272301316768175
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; 6; ipca_diff; svdn; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.52380952 0.49404762 0.53571429 0.58928571 0.47590361]; 0.5519713261648745; 0.5017921146953405; 0.8108882521489972; 1.0; 1.0; 1.0; 0.5247148288973384; 0.4928571428571429; 0.5521839671120247; 0.47940074906367036; 0.5289256198347108; 0.5049691390312794; 0.8070175438596492; 0.8117647058823529; 0.8109102859020703
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 798; 266; 266; 0.6; 0.2; 0.2; [0.525      0.50625    0.51875    0.4625     0.51265823]; 0.5639097744360902; 0.4699248120300752; 0.8052631578947368; 0.9974937343358395; 0.9974937343358395; 0.9974937343358398; 0.5503875968992248; 0.5378787878787878; 0.563715513342379; 0.45977011494252873; 0.48; 0.4704964539007092; 0.80334092634776; 0.8064024390243902; 0.8052783708475066
svm_model_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; 6; ipca_diff; svdne; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.92307692 0.94505495 0.86813187 0.8956044  0.88461538]; 0.8613861386138614; 0.8481848184818482; 0.8858839050131926; 0.9066959385290889; 0.9076923076923077; 0.9065934065934065; 0.874251497005988; 0.9358974358974359; 0.859105180533752; 0.8622754491017964; 0.9230769230769231; 0.8458922030350602; 0.8904369854338189; 0.9165580182529335; 0.8855153242132492
ensemble_model_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; 6; ipca_diff; svdne; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.91237113 0.88659794 0.8814433  0.87113402 0.88659794]; 0.8297213622291022; 0.8297213622291022; 0.8886138613861386; 0.9269311064718163; 0.9154639175257732; 0.9278350515463917; 0.8377581120943952; 0.8875; 0.8302530674846625; 0.8467966573816156; 0.926829268292683; 0.8281945083601779; 0.8913043478260869; 0.9122373300370828; 0.8885845881907842
ensemble_model_v2_N16_B142_E158_nb_zones_6_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.86206897 0.90804598 0.86781609 0.90229885 0.86206897]; 0.8586206896551725; 0.8586206896551725; 0.9; 0.9269988412514485; 0.9195402298850575; 0.9275862068965516; 0.8722741433021807; 0.9271523178807947; 0.8556624898756491; 0.8646864686468646; 0.9290780141843972; 0.8605121614546147; 0.902488231338265; 0.922971114167813; 0.8999364561157184
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; 8; ipca_diff; svd; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.85123967 0.88429752 0.89166667 0.88333333 0.90833333]; 0.827930174563591; 0.8329177057356608; 0.8733798604187437; 0.9049919484702095; 0.9335548172757475; 0.9019933554817277; 0.8198433420365535; 0.8134715025906736; 0.8274088282184137; 0.8295165394402036; 0.8190954773869347; 0.8328150654261406; 0.8741328047571854; 0.8873239436619719; 0.8735038690641875
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; 8; ipca_diff; svd; 1224; 408; 408; 0.6; 0.2; 0.2; [0.90650407 0.89837398 0.9057377  0.87704918 0.88934426]; 0.8700980392156863; 0.8357843137254902; 0.8975490196078432; 0.9273469387755102; 0.9281045751633987; 0.9272875816993464; 0.8792710706150341; 0.9698492462311558; 0.8724844317280182; 0.8559139784946236; 0.9476190476190476; 0.8323953823953824; 0.9018318459370597; 0.940254652301665; 0.8975071102528934
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 1078; 359; 359; 0.6002227171492205; 0.19988864142538976; 0.19988864142538976; [0.83796296 0.875      0.87962963 0.84722222 0.91121495]; 0.8607242339832869; 0.8384401114206128; 0.9014476614699332; 0.9373297002724795; 0.9573283858998145; 0.9359925788497216; 0.8587570621468927; 0.8837209302325582; 0.8616465613729636; 0.8520408163265306; 0.8882978723404256; 0.835961801667289; 0.9041689225771521; 0.92880978865406; 0.9014171574262496
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; 8; ipca_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.47154472 0.53688525 0.58196721 0.52459016 0.55737705]; 0.48157248157248156; 0.5135135135135135; 0.7175834970530451; 0.8678343949044586; 0.8919803600654664; 0.8641571194762684; 0.491566265060241; 0.5; 0.48152709359605905; 0.5330188679245284; 0.5678391959798995; 0.5146888287591806; 0.7255369928400955; 0.7495069033530573; 0.717708441891793
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; 8; ipca_diff; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.6        0.59565217 0.57391304 0.52608696 0.56086957]; 0.5169712793733682; 0.4595300261096606; 0.7954070981210856; 1.0; 1.0; 1.0; 0.5169712793733681; 0.5051020408163265; 0.5172569027611044; 0.43902439024390244; 0.4426229508196721; 0.4588114754098361; 0.7939011566771819; 0.7914046121593291; 0.7953904557678142
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.5173913  0.51304348 0.53508772 0.56140351 0.50438596]; 0.5170603674540682; 0.49606299212598426; 0.7964323189926548; 0.989492119089317; 0.9877622377622378; 0.9895104895104896; 0.5282051282051282; 0.5754189944134078; 0.5203827645334366; 0.52; 0.5531914893617021; 0.49680299856686144; 0.7991718426501034; 0.8221512247071352; 0.7968046712987589
svm_model_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; 8; ipca_diff; svdne; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.84955752 0.86283186 0.84955752 0.86607143 0.87946429]; 0.8266666666666667; 0.8453333333333334; 0.8614072494669509; 0.8795074758135445; 0.8880994671403197; 0.8783303730017762; 0.8257372654155496; 0.8191489361702128; 0.826686767550347; 0.8520408163265306; 0.8520408163265306; 0.8450148215710865; 0.8633017875920084; 0.866948257655755; 0.8613535690862199
ensemble_model_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; 8; ipca_diff; svdne; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.84146341 0.8902439  0.86178862 0.8699187  0.8647541 ]; 0.8606356968215159; 0.8410757946210269; 0.8709677419354839; 0.8916030534351144; 0.9511400651465798; 0.8843648208469056; 0.8677494199535962; 0.9121951219512195; 0.8605093256814921; 0.8498845265588915; 0.8975609756097561; 0.8409373505499761; 0.8785648574057039; 0.9326171875; 0.8709074195817026
ensemble_model_v2_N16_B142_E158_nb_zones_8_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 1086; 362; 362; 0.6; 0.2; 0.2; [0.89908257 0.84862385 0.88990826 0.88425926 0.89814815]; 0.850828729281768; 0.8121546961325967; 0.8850828729281768; 0.9206642066420664; 0.9189686924493554; 0.9208103130755064; 0.8556149732620321; 0.9696969696969697; 0.8604830026149823; 0.8357487922705313; 0.9453551912568307; 0.8106664224440578; 0.8888888888888888; 0.9337822671156004; 0.8858247570616087
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; 10; ipca_diff; svd; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.8415493  0.84042553 0.85106383 0.87588652 0.88297872]; 0.8531914893617021; 0.8063829787234043; 0.8545918367346939; 0.8736111111111112; 0.8909348441926346; 0.8711048158640227; 0.8528784648187634; 0.851063829787234; 0.8531914893617021; 0.8034557235421166; 0.7914893617021277; 0.8063829787234043; 0.8558178752107927; 0.8630952380952381; 0.854591836734694
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; 10; ipca_diff; svd; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.83653846 0.84193548 0.82258065 0.87741935 0.86451613]; 0.9004854368932039; 0.9004854368932039; 0.8973063973063973; 0.8978562421185372; 0.9175257731958762; 0.8956185567010309; 0.9082774049217002; 0.9806763285024155; 0.9000942618121834; 0.9053117782909931; 0.9560975609756097; 0.9007540944974667; 0.9010543390105435; 0.9351851851851852; 0.8973063973063973
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.90540541 0.87162162 0.83783784 0.90202703 0.89527027]; 0.8035714285714286; 0.8035714285714286; 0.8792087542087542; 0.9277813923227066; 0.9635135135135136; 0.925; 0.808695652173913; 0.8340807174887892; 0.8037070254110613; 0.811965811965812; 0.8444444444444444; 0.8033881415047334; 0.8835699797160242; 0.9166666666666666; 0.8792087542087541
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; 10; ipca_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.50322581 0.54545455 0.51948052 0.48701299 0.57142857]; 0.5419664268585132; 0.47002398081534774; 0.5538720538720538; 0.6014760147601476; 0.6342412451361867; 0.5797665369649805; 0.5609195402298851; 0.580952380952381; 0.5416839199447896; 0.49658314350797267; 0.5265700483091788; 0.4704278812974465; 0.5760000000000001; 0.6060606060606061; 0.5538720538720538
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; 10; ipca_diff; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.49679487 0.50641026 0.5        0.50645161 0.5483871 ]; 0.4902439024390244; 0.5; 0.8257575757575758; 1.0; 1.0; 1.0; 0.4889975550122249; 0.4854368932038835; 0.4902674662097849; 0.49631449631449637; 0.4950980392156863; 0.49997620407386256; 0.8254637436762224; 0.8240740740740741; 0.8257575757575757
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.48979592 0.47619048 0.47945205 0.50684932 0.49315068]; 0.5021929824561403; 0.48464912280701755; 0.8026094276094277; 0.9952218430034131; 0.9959016393442623; 0.9952185792349727; 0.507592190889371; 0.5223214285714286; 0.5025400246305419; 0.4924406047516199; 0.49137931034482757; 0.4845289408866995; 0.803683549602344; 0.8080808080808081; 0.8026094276094276
svm_model_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; 10; ipca_diff; svdne; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.88562092 0.87828947 0.88815789 0.87171053 0.84868421]; 0.8594847775175644; 0.8618266978922716; 0.8737373737373737; 0.8899696048632217; 0.961892247043364; 0.8810775295663601; 0.8598130841121495; 0.9292929292929293; 0.8642097834237572; 0.8752642706131077; 0.9039301310043668; 0.85853072206784; 0.8821681068342498; 0.9452861952861953; 0.8737373737373737
ensemble_model_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; 10; ipca_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.93137255 0.86601307 0.88235294 0.84640523 0.87254902]; 0.8463356973995272; 0.817966903073286; 0.8737373737373737; 0.90125; 0.9424836601307189; 0.8967320261437908; 0.8571428571428571; 0.8904109589041096; 0.8447152833736234; 0.8261851015801354; 0.8970588235294118; 0.820675530486167; 0.8799039231385108; 0.9250841750841751; 0.8737373737373738
ensemble_model_v2_N16_B142_E158_nb_zones_10_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.86912752 0.89597315 0.86912752 0.89932886 0.86486486]; 0.8288288288288288; 0.831081081081081; 0.8901515151515151; 0.9279161205766712; 0.9516129032258065; 0.9260752688172043; 0.834782608695652; 0.8930232558139535; 0.8307911038895095; 0.845360824742268; 0.8951965065502183; 0.8289936021123184; 0.8943747470659652; 0.9301346801346801; 0.8901515151515151
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; 12; ipca_diff; svd; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.86065574 0.87978142 0.86612022 0.89010989 0.88736264]; 0.84; 0.8872727272727273; 0.8796296296296297; 0.8914050437467834; 0.9485213581599123; 0.884446878422782; 0.8472222222222222; 0.9037037037037037; 0.8411375661375662; 0.8956228956228957; 0.95; 0.8861111111111111; 0.886867088607595; 0.9436026936026936; 0.8796296296296297
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; 12; ipca_diff; svd; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.84357542 0.87988827 0.86235955 0.84550562 0.81460674]; 0.9054054054054054; 0.9358108108108109; 0.8973063973063973; 0.8938005390835578; 0.929372197309417; 0.8895739910313901; 0.9125; 0.9012345679012346; 0.9058411645476322; 0.9288389513108615; 0.9253731343283582; 0.9349087893864013; 0.9000819000819; 0.9250841750841751; 0.8973063973063974
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svd; 16; 142; 158; zones; ipca_diff; svd; 1728; 576; 576; 0.6; 0.2; 0.2; [0.89306358 0.89595376 0.90462428 0.89306358 0.90697674]; 0.7716049382716049; 0.8024691358024691; 0.8926767676767676; 0.93340922026181; 0.9490740740740741; 0.9322916666666666; 0.7909604519774012; 0.9032258064516129; 0.7770566902080549; 0.8288770053475936; 0.9171597633136095; 0.7972895590761596; 0.89738430583501; 0.9385521885521886; 0.8926767676767676
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; 12; ipca_diff; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.51396648 0.55898876 0.54775281 0.55898876 0.51123596]; 0.5959595959595959; 0.5050505050505051; 0.5589225589225589; 0.5604952166572876; 0.5589225589225589; 0.5617283950617283; 0.5652173913043478; 0.5611510791366906; 0.5938666788088517; 0.5116279069767441; 0.4873417721518987; 0.5062608141335033; 0.5548003398470688; 0.5496632996632996; 0.5589225589225589
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; 12; ipca_diff; svdn; 1740; 580; 580; 0.6; 0.2; 0.2; [0.52586207 0.52586207 0.52586207 0.54022989 0.5316092 ]; 0.5534591194968553; 0.4716981132075472; 0.8695286195286195; 1.0; 1.0; 1.0; 0.5170068027210885; 0.5241379310344828; 0.5510863065577039; 0.4939759036144578; 0.47398843930635837; 0.4714769782738688; 0.8689771766694844; 0.8653198653198653; 0.8695286195286195
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svdn; 16; 142; 158; zones; ipca_diff; svdn; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.51453488 0.54360465 0.47674419 0.49418605 0.56976744]; 0.4268292682926829; 0.5152439024390244; 0.8484848484848485; 0.9924637681159421; 0.9953488372093023; 0.9924418604651162; 0.4337349397590361; 0.4311377245508982; 0.4267489864990516; 0.4952380952380952; 0.484472049689441; 0.5146911146650798; 0.84822934232715; 0.8468013468013468; 0.8484848484848485
svm_model_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; 12; ipca_diff; svdne; 1866; 622; 622; 0.6; 0.2; 0.2; [0.8315508  0.85828877 0.86898396 0.88172043 0.8655914 ]; 0.8470588235294118; 0.8431372549019608; 0.8573232323232324; 0.8684210526315789; 0.9196141479099679; 0.8606645230439444; 0.8505747126436781; 0.940677966101695; 0.8535506618829644; 0.8657718120805369; 0.9416058394160584; 0.8352096993690462; 0.8662721893491125; 0.9242424242424242; 0.8573232323232325
ensemble_model_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; 12; ipca_diff; svdne; 1910; 636; 636; 0.6002514142049026; 0.1998742928975487; 0.1998742928975487; [0.86387435 0.87172775 0.87696335 0.86649215 0.88219895]; 0.8454935622317596; 0.8454935622317596; 0.8905723905723906; 0.9041794087665647; 0.9287958115183246; 0.9015706806282722; 0.8615384615384616; 0.9491525423728814; 0.844141488577745; 0.8582677165354331; 0.9478260869565217; 0.8467943994104643; 0.8949919224555736; 0.9326599326599326; 0.8905723905723906
ensemble_model_v2_N16_B142_E158_nb_zones_12_ipca_diff_svdne; 16; 142; 158; zones; ipca_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.87570621 0.84943182 0.88352273 0.86363636 0.86079545]; 0.9055374592833876; 0.9055374592833876; 0.9187710437710438; 0.9261891744122471; 0.9614074914869466; 0.9233825198637912; 0.903010033444816; 0.8653846153846154; 0.9062022414671421; 0.8996539792387543; 0.8609271523178808; 0.9048225505179147; 0.9201489449731072; 0.936026936026936; 0.9187710437710438
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svd; 16; 184; 200; 4; ipca_diff; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.5 0.5 0.5 0.5 0.5]; 0.4846938775510204; 0.5; 0.4969450101832994; 0.6666666666666666; 1.0; 0.5; 0.6529209621993127; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6639455782312925; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svd; 16; 184; 200; 4; ipca_diff; svd; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.5 0.5 0.5 0.5 0.5]; 0.5048076923076923; 0.5144230769230769; 0.5038387715930902; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_4_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.57627119 0.60169492 0.57758621 0.60344828 0.57758621]; 0.5309278350515464; 0.5515463917525774; 0.698559670781893; 0.8354792560801145; 1.0; 0.803082191780822; 0.6160337552742617; 0.6886792452830188; 0.5147941680960548; 0.6233766233766235; 0.8181818181818182; 0.5741852487135506; 0.7489288774635817; 0.8991769547325102; 0.698559670781893
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; 4; ipca_diff; svdn; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.55737705 0.59016393 0.60833333 0.55833333 0.49166667]; 0.5572139303482587; 0.5771144278606966; 0.5755467196819085; 0.5009861932938856; 0.4205298013245033; 0.5811258278145696; 0.47337278106508884; 0.37735849056603776; 0.5676266137040714; 0.5086705202312138; 0.411214953271028; 0.5885862000397694; 0.49705535924617206; 0.4097087378640777; 0.5795997864473137
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; 4; ipca_diff; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.53571429 0.48214286 0.47321429 0.47272727 0.57272727]; 0.5297297297297298; 0.5243243243243243; 0.8110151187904968; 1.0; 1.0; 1.0; 0.5084745762711865; 0.47368421052631576; 0.5312865497076024; 0.5164835164835164; 0.5; 0.5247252747252747; 0.8087431693989071; 0.7922912205567452; 0.8111782900169345
ensemble_model_v2_N16_B184_E200_nb_zones_4_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.515625   0.6015625  0.61904762 0.51587302 0.50793651]; 0.5213270142180095; 0.5118483412322274; 0.7945075757575758; 0.9793977812995246; 0.9747634069400631; 0.9794952681388013; 0.5024630541871922; 0.4722222222222222; 0.5225188781014023; 0.48756218905472637; 0.44954128440366975; 0.5139863284763446; 0.7903381642512077; 0.7659176029962547; 0.7948361961341427
svm_model_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; 4; ipca_diff; svdne; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [0.7238806  0.70454545 0.65151515 0.61363636 0.65151515]; 0.6045454545454545; 0.5181818181818182; 0.6497277676950998; 0.7182481751824816; 0.743202416918429; 0.7084592145015106; 0.6329113924050632; 0.6578947368421053; 0.6025322740814301; 0.5619834710743802; 0.6181818181818182; 0.5181818181818182; 0.6683848797250859; 0.7009009009009008; 0.6493535583115108
ensemble_model_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; 4; ipca_diff; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.56140351 0.58035714 0.55357143 0.625      0.66071429]; 0.6256684491978609; 0.5347593582887701; 0.8322649572649573; 1.0; 1.0; 1.0; 0.5930232558139535; 0.5666666666666667; 0.6235395189003436; 0.5628140703517588; 0.6436781609195402; 0.5418390804597701; 0.8317256162915326; 0.8471615720524017; 0.8325766019257824
ensemble_model_v2_N16_B184_E200_nb_zones_4_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 564; 188; 188; 0.6; 0.2; 0.2; [0.64912281 0.62280702 0.58035714 0.61607143 0.64285714]; 0.5797872340425532; 0.4946808510638298; 0.8053191489361702; 0.9840142095914742; 0.9822695035460993; 0.9840425531914893; 0.6030150753768844; 0.6666666666666666; 0.5833333333333333; 0.5497630331753555; 0.6823529411764706; 0.5110793832095945; 0.8119218910585817; 0.8643326039387309; 0.8069075027975228
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svd; 16; 184; 200; 6; ipca_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.5 0.5 0.5 0.5 0.5]; 0.4952978056426332; 0.5141065830721003; 0.5018796992481203; 0.6666666666666666; 1.0; 0.5; 0.6624737945492662; 1.0; 0.5; 0.6790890269151139; 1.0; 0.5; 0.6683354192740926; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svd; 16; 184; 200; 6; ipca_diff; svd; 990; 330; 330; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.49393939393939396; 0.47878787878787876; 0.49454545454545457; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_6_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.56741573 0.53977273 0.59090909 0.54545455 0.57954545]; 0.5782312925170068; 0.48299319727891155; 0.6755102040816326; 0.7048458149779736; 0.54421768707483; 0.772108843537415; 0.45614035087719296; 0.3561643835616438; 0.5767308404294705; 0.36134453781512604; 0.27388535031847133; 0.4982565437723744; 0.5841325196163906; 0.45026881720430106; 0.6783024526792855
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; 6; ipca_diff; svdn; 982; 327; 327; 0.6002444987775061; 0.19987775061124693; 0.19987775061124693; [0.52525253 0.47959184 0.56632653 0.53061224 0.56632653]; 0.5657492354740061; 0.5382262996941896; 0.5531784841075794; 0.5456431535269709; 0.5356415478615071; 0.5539714867617107; 0.5847953216374268; 0.5952380952380952; 0.5649146451033243; 0.5465465465465466; 0.558282208588957; 0.5382874457578931; 0.5539963392312385; 0.5523114355231143; 0.5531827447885842
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; 6; ipca_diff; svdn; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.50581395 0.51162791 0.49411765 0.51764706 0.56470588]; 0.5316901408450704; 0.4788732394366197; 0.8023909985935302; 1.0; 1.0; 1.0; 0.56957928802589; 0.5906040268456376; 0.5286353467561522; 0.475177304964539; 0.5037593984962406; 0.4803565204401733; 0.8055363321799307; 0.8208744710860366; 0.8024428456411951
ensemble_model_v2_N16_B184_E200_nb_zones_6_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.54901961 0.59313725 0.4754902  0.49009901 0.52970297]; 0.4940828402366864; 0.48520710059171596; 0.7783687943262412; 0.9704724409448819; 0.9704724409448819; 0.9704724409448819; 0.44660194174757284; 0.4011627906976744; 0.4957621182404035; 0.40816326530612246; 0.379746835443038; 0.47876230661040786; 0.7683755404570722; 0.7422434367541766; 0.7780303834824748
svm_model_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; 6; ipca_diff; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.61363636 0.50568182 0.52298851 0.63793103 0.55747126]; 0.5360824742268041; 0.5189003436426117; 0.6517857142857143; 0.7375565610859729; 0.7459954233409611; 0.7345537757437071; 0.4787644787644788; 0.4161073825503356; 0.5390396067681256; 0.46969696969696967; 0.4189189189189189; 0.5206482706482707; 0.6396588486140725; 0.6130790190735694; 0.6521073765727957
ensemble_model_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; 6; ipca_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.56315789 0.64210526 0.61578947 0.62631579 0.58947368]; 0.6044303797468354; 0.5537974683544303; 0.8255372945638433; 0.989451476793249; 0.9873684210526316; 0.9894736842105262; 0.5487364620938627; 0.5277777777777778; 0.5981912144702842; 0.5220338983050847; 0.4873417721518987; 0.5537974683544303; 0.818421052631579; 0.8005148005148005; 0.8251021207542947
ensemble_model_v2_N16_B184_E200_nb_zones_6_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.58333333 0.57303371 0.58426966 0.57865169 0.62921348]; 0.6127946127946128; 0.5858585858585859; 0.8236877523553163; 0.9733333333333334; 0.9820627802690582; 0.9730941704035874; 0.6020761245674741; 0.6041666666666666; 0.6125408496732025; 0.5393258426966292; 0.5; 0.5833333333333334; 0.820054945054945; 0.8133514986376021; 0.8235640471911416
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; 8; ipca_diff; svd; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.5 0.5 0.5 0.5 0.5]; 0.4911392405063291; 0.46582278481012657; 0.49139676113360325; 0.6666666666666666; 1.0; 0.5; 0.6587436332767402; 1.0; 0.5; 0.6355785837651122; 1.0; 0.5; 0.658975229046488; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; 8; ipca_diff; svd; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.4906976744186046; 0.49814126394052044; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6583463338533541; 1.0; 0.5; 0.6650124069478908; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.62903226 0.54878049 0.63414634 0.55691057 0.56910569]; 0.5439024390243903; 0.4878048780487805; 0.6900584795321637; 0.8375254928619987; 1.0; 0.8060064935064934; 0.6128364389233953; 0.7014218009478673; 0.5391531115292101; 0.5731707317073171; 0.7540106951871658; 0.509292343109278; 0.7399836467702371; 0.8925049309664694; 0.6923989009360285
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; 8; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.58333333 0.5625     0.5        0.5375     0.54201681]; 0.5288220551378446; 0.5939849624060151; 0.5576152304609219; 0.507848568790397; 0.4590984974958264; 0.5550918196994992; 0.5346534653465347; 0.5454545454545454; 0.5289461781999095; 0.5803108808290155; 0.5863874345549738; 0.5936744865082562; 0.5285638013881474; 0.5010121457489879; 0.557053691922113
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; 8; ipca_diff; svdn; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.50900901 0.55855856 0.51351351 0.51351351 0.50454545]; 0.5365853658536586; 0.5257452574525745; 0.8104008667388949; 0.996376811594203; 0.9927797833935018; 0.9963898916967509; 0.6068965517241379; 0.7252747252747253; 0.5391079508726567; 0.6031746031746031; 0.6820512820512821; 0.5163129973474802; 0.8232323232323232; 0.8754027926960258; 0.8098325438889966
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1140; 380; 380; 0.6; 0.2; 0.2; [0.53070175 0.57017544 0.5        0.49122807 0.57894737]; 0.5052631578947369; 0.5342105263157895; 0.7863157894736842; 0.9636202307009761; 0.9526315789473684; 0.9640350877192984; 0.49189189189189186; 0.5170454545454546; 0.5060717468805704; 0.544987146529563; 0.5145631067961165; 0.5360171855819663; 0.784729586426299; 0.7773109243697479; 0.7863347870793886
svm_model_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; 8; ipca_diff; svdne; 1122; 374; 374; 0.6; 0.2; 0.2; [0.55309735 0.65625    0.61607143 0.63839286 0.61607143]; 0.5748663101604278; 0.606951871657754; 0.6540106951871658; 0.6925157799819657; 0.6844919786096256; 0.6960784313725491; 0.5691056910569106; 0.546875; 0.5756353021978022; 0.5787965616045846; 0.5674157303370787; 0.6051364365971107; 0.6458675424192666; 0.6337271750805585; 0.6539242904156786
ensemble_model_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; 8; ipca_diff; svdne; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.59756098 0.53688525 0.61065574 0.60655738 0.61065574]; 0.5872235872235873; 0.5552825552825553; 0.8256385068762279; 0.9951060358890701; 0.9983633387888707; 0.9950900163666121; 0.6266666666666667; 0.6878048780487804; 0.5864766964501328; 0.6004415011037528; 0.6445497630331753; 0.5518667182512815; 0.833255049318929; 0.8636806231742941; 0.8252991817556306
ensemble_model_v2_N16_B184_E200_nb_zones_8_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 1052; 350; 350; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.59433962 0.58571429 0.62857143 0.55714286 0.67142857]; 0.5742857142857143; 0.6142857142857143; 0.8179223744292238; 0.9665711556829035; 0.9619771863117871; 0.9667300380228137; 0.5329153605015674; 0.480225988700565; 0.5753731099572189; 0.5454545454545453; 0.5031055900621118; 0.6060501495284104; 0.8081779915814793; 0.7777777777777778; 0.8173798798798798
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svd; 16; 184; 200; 10; ipca_diff; svd; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.5 0.5 0.5 0.5 0.5]; 0.4966139954853273; 0.5033860045146726; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6636500754147813; 1.0; 0.5; 0.6696696696696697; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_10_ipca_diff_svd; 16; 184; 200; 10; ipca_diff; svd; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.5 0.5 0.5 0.5 0.5]; 0.510250569476082; 0.489749430523918; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6757164404223228; 1.0; 0.5; 0.6574923547400612; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_10_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 1510; 503; 503; 0.6001589825119237; 0.19992050874403816; 0.19992050874403816; [0.51986755 0.56953642 0.5        0.56622517 0.55298013]; 0.5704387990762124; 0.5265588914549654; 0.6763468013468014; 0.666077738515901; 0.49933774834437084; 0.7496688741721854; 0.4150943396226415; 0.30985915492957744; 0.5662932138284251; 0.39169139465875363; 0.3; 0.530281690140845; 0.5696698377168439; 0.42845117845117847; 0.6763468013468014
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; 10; ipca_diff; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.55479452 0.57534247 0.55479452 0.55172414 0.53793103]; 0.5282608695652173; 0.5282608695652173; 0.5534511784511784; 0.5531004989308624; 0.532967032967033; 0.5693681318681318; 0.523076923076923; 0.5219298245614035; 0.5282062915910466; 0.4988452655889146; 0.46551724137931033; 0.5288112522686025; 0.5368834570056744; 0.5176767676767676; 0.5534511784511784
ensemble_model_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; 10; ipca_diff; svdn; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.56291391 0.55298013 0.54304636 0.5397351  0.55333333]; 0.5253456221198156; 0.5345622119815668; 0.8194444444444444; 0.986046511627907; 0.9840848806366048; 0.9860742705570291; 0.5778688524590163; 0.6380090497737556; 0.5232298769995538; 0.5843621399176955; 0.6666666666666666; 0.5369532428355958; 0.8269463493344091; 0.8627946127946128; 0.8194444444444444
ensemble_model_v2_N16_B184_E200_nb_zones_10_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.55743243 0.55067568 0.47635135 0.54054054 0.51351351]; 0.5290178571428571; 0.5625; 0.819023569023569; 0.984406779661017; 0.981081081081081; 0.9844594594594595; 0.5362637362637364; 0.5350877192982456; 0.5289074960127592; 0.5585585585585585; 0.5636363636363636; 0.5625199362041466; 0.8188711036225779; 0.8181818181818182; 0.8190235690235691
svm_model_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; 10; ipca_diff; svdne; 1388; 462; 462; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.59352518 0.58633094 0.57913669 0.58273381 0.5942029 ]; 0.5606060606060606; 0.5670995670995671; 0.6500865051903114; 0.7128712871287127; 0.7262247838616714; 0.707492795389049; 0.5245901639344263; 0.5; 0.5588235294117647; 0.5614035087719298; 0.5470085470085471; 0.5673639226270806; 0.6478014801915541; 0.6458333333333334; 0.6500718390804598
ensemble_model_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; 10; ipca_diff; svdne; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.57746479 0.62323944 0.56028369 0.60638298 0.53546099]; 0.6199575371549894; 0.6772823779193206; 0.8586587436332768; 0.998587570621469; 1.0; 0.9985855728429986; 0.6247379454926625; 0.6340425531914894; 0.61998737829066; 0.6885245901639344; 0.691358024691358; 0.676819363222872; 0.8601427971440573; 0.8641350210970464; 0.8586260075596248
ensemble_model_v2_N16_B184_E200_nb_zones_10_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 1536; 512; 512; 0.6; 0.2; 0.2; [0.58766234 0.59415584 0.67857143 0.5751634  0.6372549 ]; 0.5738095238095238; 0.5119047619047619; 0.8127104377104377; 0.9603638726445745; 0.9622395833333334; 0.9602864583333335; 0.544529262086514; 0.5095238095238095; 0.5738095238095238; 0.5199063231850117; 0.5285714285714286; 0.5119047619047619; 0.811360746078847; 0.8055555555555556; 0.8127104377104377
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svd; 16; 184; 200; 12; ipca_diff; svd; 1776; 592; 592; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5133333333333333; 0.4866666666666667; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6784140969162996; 1.0; 0.5; 0.6547085201793722; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N16_B184_E200_nb_zones_12_ipca_diff_svd; 16; 184; 200; 12; ipca_diff; svd; 1706; 568; 568; 0.6002814919071077; 0.19985925404644617; 0.19985925404644617; [0.5 0.5 0.5 0.5 0.5]; 0.5223880597014925; 0.47761194029850745; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svd; 16; 184; 200; zones; ipca_diff; svd; 1726; 575; 575; 0.6001390820584145; 0.19993045897079276; 0.19993045897079276; [0.51734104 0.55491329 0.52312139 0.60755814 0.5377907 ]; 0.56; 0.48; 0.6961279461279462; 0.6884498480243162; 0.5249130938586327; 0.7624565469293163; 0.4210526315789474; 0.3333333333333333; 0.5512820512820512; 0.32669322709163345; 0.24260355029585798; 0.48989151873767256; 0.6019845644983463; 0.4595959595959596; 0.696127946127946
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; 12; ipca_diff; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.50847458 0.5480226  0.53672316 0.54237288 0.57627119]; 0.5181518151815182; 0.4884488448844885; 0.5820707070707071; 0.6222707423580786; 0.6440677966101694; 0.6090395480225989; 0.5602409638554218; 0.58125; 0.5144012237762239; 0.4884488448844885; 0.5174825174825175; 0.48999125874125876; 0.5974868261045805; 0.6203703703703703; 0.5820707070707071
ensemble_model_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; 12; ipca_diff; svdn; 1702; 567; 567; 0.6001410437235543; 0.19992947813822284; 0.19992947813822284; [0.54678363 0.55       0.55882353 0.55588235 0.54411765]; 0.5103857566765578; 0.5281899109792285; 0.8564814814814815; 0.9900293255131964; 0.9917743830787309; 0.9900117508813161; 0.5272206303724928; 0.5287356321839081; 0.509766589098089; 0.4920127795527156; 0.4723926380368098; 0.5264262040758761; 0.8559357836924377; 0.8526936026936027; 0.8564814814814815
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svdn; 16; 184; 200; zones; ipca_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.51136364 0.52272727 0.47727273 0.52840909 0.54829545]; 0.5097402597402597; 0.4967532467532468; 0.8564814814814815; 0.98005698005698; 0.9772727272727273; 0.9801136363636364; 0.4983388704318936; 0.4934210526315789; 0.5095310391363023; 0.5110410094637224; 0.5192307692307693; 0.49645748987854255; 0.8563000421407501; 0.8552188552188552; 0.8564814814814814
svm_model_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; 12; ipca_diff; svdne; 1856; 618; 618; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.60215054 0.59946237 0.62096774 0.64324324 0.64324324]; 0.5269230769230769; 0.5230769230769231; 0.6734006734006734; 0.7023072594259989; 0.6724137931034483; 0.7149784482758621; 0.49382716049382724; 0.47244094488188976; 0.5256941566514712; 0.5156249999999999; 0.49624060150375937; 0.5237108519329821; 0.6590509666080844; 0.6313131313131313; 0.6734006734006734
ensemble_model_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; 12; ipca_diff; svdne; 1698; 566; 566; 0.6; 0.2; 0.2; [0.6        0.60882353 0.6        0.57352941 0.59763314]; 0.6666666666666666; 0.640117994100295; 0.9006734006734006; 0.9994114184814596; 1.0; 0.9994110718492344; 0.7002652519893899; 0.7457627118644068; 0.6630048127223269; 0.6611111111111112; 0.7345679012345679; 0.6441201088093744; 0.90311986863711; 0.9259259259259259; 0.9006734006734007
ensemble_model_v2_N16_B184_E200_nb_zones_12_ipca_diff_svdne; 16; 184; 200; zones; ipca_diff; svdne; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.58423913 0.57880435 0.57377049 0.60382514 0.63934426]; 0.5719557195571956; 0.5608856088560885; 0.8737373737373737; 0.9645776566757494; 0.965103598691385; 0.964558342420938; 0.5245901639344263; 0.5079365079365079; 0.5677613574165298; 0.5258964143426295; 0.45517241379310347; 0.568856048166393; 0.871244635193133; 0.8543771043771043; 0.8737373737373736
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; 4; svd_reconstruct; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.75423729 0.66949153 0.66101695 0.71186441 0.6440678 ]; 0.5612244897959183; 0.576530612244898; 0.8279022403258656; 1.0; 1.0; 1.0; 0.6861313868613139; 0.8867924528301887; 0.5322851153039833; 0.6612244897959184; 0.8526315789473684; 0.5847316310578425; 0.8476104598737602; 0.9475806451612904; 0.8266709810168591
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; 4; svd_reconstruct; svd; 654; 218; 218; 0.6; 0.2; 0.2; [0.88636364 0.91666667 0.88461538 0.88461538 0.86153846]; 0.8211009174311926; 0.8119266055045872; 0.926605504587156; 1.0; 1.0; 1.0; 0.8458498023715415; 0.9224137931034483; 0.8141480730223124; 0.8366533864541832; 0.8823529411764706; 0.8048128342245988; 0.930915371329879; 0.9590747330960854; 0.92556009382077
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.91071429 0.94545455 0.95454545 0.93636364 0.92727273]; 0.7934782608695652; 0.782608695652174; 0.9108695652173913; 0.9927007299270074; 0.9855072463768116; 0.9927536231884058; 0.81; 0.9310344827586207; 0.8005687877710629; 0.8113207547169813; 0.8958333333333334; 0.7774621212121213; 0.9145833333333333; 0.9564270152505446; 0.9109683883194154
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; 4; svd_reconstruct; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.84375    0.875      0.8515625  0.83333333 0.9047619 ]; 0.7830188679245284; 0.7971698113207547; 0.839622641509434; 0.8652246256239601; 0.8176100628930818; 0.8726415094339623; 0.7722772277227724; 0.7572815533980582; 0.7823105014696714; 0.8054298642533937; 0.8165137614678899; 0.7966063952970517; 0.8339843750000001; 0.8056603773584906; 0.839622641509434
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; 4; svd_reconstruct; svdn; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.83333333 0.77358491 0.81132075 0.8490566  0.85849057]; 0.807909604519774; 0.8248587570621468; 0.8747178329571106; 0.9187279151943462; 0.9774436090225563; 0.9135338345864662; 0.8172043010752689; 0.9047619047619048; 0.8125960061443932; 0.8410256410256411; 0.82; 0.8255844155844155; 0.8827877507919746; 0.9288888888888889; 0.8738481141692152
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 552; 184; 184; 0.6; 0.2; 0.2; [0.8125     0.8        0.80909091 0.80909091 0.74545455]; 0.782608695652174; 0.8152173913043478; 0.8760869565217392; 0.930795847750865; 0.9746376811594203; 0.927536231884058; 0.7849462365591398; 0.8488372093023255; 0.7866635026103465; 0.8411214953271029; 0.8823529411764706; 0.8070301291248206; 0.8834355828220859; 0.9310344827586207; 0.8756049606775559
svm_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; 4; svd_reconstruct; svdne; 642; 214; 214; 0.6; 0.2; 0.2; [0.89230769 0.9375     0.890625   0.953125   0.9140625 ]; 0.8037383177570093; 0.8177570093457944; 0.8803738317757009; 0.9248000000000001; 0.9003115264797508; 0.9267912772585669; 0.8306451612903225; 0.9279279279279279; 0.7989154202746435; 0.8446215139442231; 0.954954954954955; 0.8124289337881571; 0.8861209964412811; 0.9171270718232044; 0.8798159078281108
ensemble_model_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; 4; svd_reconstruct; svdne; 512; 170; 170; 0.6009389671361502; 0.19953051643192488; 0.19953051643192488; [0.88461538 0.93137255 0.85294118 0.89215686 0.91176471]; 0.8176470588235294; 0.7705882352941177; 0.8826291079812206; 0.9416342412451363; 0.9453125; 0.94140625; 0.8208092485549133; 0.8255813953488372; 0.8175526024363234; 0.7771428571428571; 0.8; 0.7705882352941177; 0.8839907192575406; 0.892271662763466; 0.8826064196170271
ensemble_model_v2_N16_B0_E16_nb_zones_4_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.88333333 0.90833333 0.95       0.9        0.90677966]; 0.8291457286432161; 0.8090452261306532; 0.9066265060240963; 0.9656301145662848; 0.9866220735785953; 0.9648829431438127; 0.8482142857142857; 0.8962264150943396; 0.8244572935686753; 0.8272727272727274; 0.900990099009901; 0.8076379066478077; 0.9118483412322275; 0.950592885375494; 0.9059086875857063
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; 6; svd_reconstruct; svd; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.6875     0.70526316 0.72105263 0.62631579 0.70526316]; 0.6656151419558359; 0.6340694006309149; 0.8537200504413619; 0.9894067796610169; 0.9810924369747899; 0.9894957983193278; 0.7336683417085429; 0.9733333333333334; 0.6812774451097805; 0.7156862745098039; 0.9733333333333334; 0.6513373253493014; 0.8674285714285714; 0.9780927835051546; 0.8563303423698613
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; 6; svd_reconstruct; svd; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.75842697 0.83146067 0.80898876 0.73295455 0.8125    ]; 0.8033898305084746; 0.8067796610169492; 0.9173441734417345; 0.9920364050056882; 0.9841986455981941; 0.9920993227990971; 0.8129032258064516; 0.9402985074626866; 0.8148697506257534; 0.8288288288288289; 0.9019607843137255; 0.8030930682132007; 0.9198423127463863; 0.958904109589041; 0.9177898564030995
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.88541667 0.85416667 0.86458333 0.9        0.89473684]; 0.779874213836478; 0.8176100628930818; 0.8994974874371859; 0.9658119658119658; 0.9456066945606695; 0.9665271966527197; 0.7891566265060241; 0.8675496688741722; 0.7840742356346909; 0.8379888268156424; 0.8928571428571429; 0.8130952380952382; 0.9015990159901598; 0.9196988707653702; 0.8994720768921192
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; 6; svd_reconstruct; svdn; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.8125     0.80681818 0.74431818 0.81818182 0.8125    ]; 0.7986348122866894; 0.8088737201365188; 0.8062755798090041; 0.8237747653806048; 0.8977272727272727; 0.8079545454545455; 0.8238805970149253; 0.965034965034965; 0.8025174825174826; 0.8313253012048192; 0.9787234042553191; 0.8150195968645018; 0.8253382533825339; 0.9267955801104972; 0.807737412696758
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; 6; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.88541667 0.85789474 0.84210526 0.85263158 0.81052632]; 0.8107255520504731; 0.8201892744479495; 0.8442622950819673; 0.8717948717948717; 0.9285714285714286; 0.8634453781512605; 0.8203592814371258; 0.8404907975460123; 0.8098557883833958; 0.8256880733944955; 0.8333333333333334; 0.8198924731182796; 0.8525373134328358; 0.8913857677902621; 0.8437820558696534
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 822; 274; 274; 0.6; 0.2; 0.2; [0.8373494  0.86585366 0.86585366 0.86585366 0.83536585]; 0.7737226277372263; 0.8321167883211679; 0.8737226277372263; 0.9232585596221959; 0.9513381995133819; 0.9209245742092458; 0.7669172932330827; 0.8031496062992126; 0.7757244630135518; 0.8308823529411764; 0.8432835820895522; 0.8323560767590618; 0.8750902527075812; 0.9017857142857143; 0.8742452926729432
svm_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; 6; svd_reconstruct; svdne; 972; 324; 324; 0.6; 0.2; 0.2; [0.87755102 0.86082474 0.80412371 0.84536082 0.86597938]; 0.8395061728395061; 0.8024691358024691; 0.8419753086419753; 0.8571428571428571; 0.8641975308641975; 0.8559670781893003; 0.8375; 0.8322981366459627; 0.8394619517585642; 0.7922077922077922; 0.7870967741935484; 0.8018324107654132; 0.8407960199004975; 0.8428927680798005; 0.8419842813504137
ensemble_model_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; 6; svd_reconstruct; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.77586207 0.86781609 0.82183908 0.83333333 0.84482759]; 0.8137931034482758; 0.8206896551724138; 0.8751724137931034; 0.9106078665077472; 0.8781609195402299; 0.9137931034482758; 0.7839999999999999; 0.7; 0.81; 0.796875; 0.723404255319149; 0.8180779665857489; 0.8654275092936803; 0.8128491620111732; 0.8744082322317447
ensemble_model_v2_N16_B0_E16_nb_zones_6_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 906; 302; 302; 0.6; 0.2; 0.2; [0.82967033 0.9010989  0.88461538 0.90555556 0.83888889]; 0.7781456953642384; 0.8013245033112583; 0.8682119205298013; 0.9164733178654292; 0.8719646799116998; 0.9205298013245032; 0.7432950191570882; 0.708029197080292; 0.7721964167219642; 0.8026315789473685; 0.8026315789473685; 0.8013157894736843; 0.8605466012613876; 0.8274932614555256; 0.8675226723944296
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; 8; svd_reconstruct; svd; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.66260163 0.64344262 0.60655738 0.6352459  0.67213115]; 0.6781326781326781; 0.6560196560196561; 0.8605108055009824; 0.9893179950698439; 0.9852700490998363; 0.9893617021276596; 0.7578558225508318; 0.9360730593607306; 0.6568663169144078; 0.7222222222222222; 0.9680851063829787; 0.6781064801321286; 0.874447391688771; 0.9715127701375246; 0.8605108055009824
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; 8; svd_reconstruct; svd; 1230; 410; 410; 0.6; 0.2; 0.2; [0.81300813 0.80487805 0.86178862 0.81707317 0.81707317]; 0.8463414634146341; 0.7829268292682927; 0.9219512195121952; 0.9934533551554828; 0.9869918699186991; 0.9934959349593495; 0.856492027334852; 0.912621359223301; 0.8460165619645917; 0.7999999999999999; 0.827906976744186; 0.7806201550387598; 0.9240265906932574; 0.9391891891891891; 0.9217642198411429
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.89655172 0.92672414 0.88793103 0.89224138 0.89224138]; 0.7564766839378239; 0.7849740932642487; 0.8866459627329193; 0.9636678200692042; 0.9603448275862069; 0.9637931034482758; 0.7783018867924528; 0.8823529411764706; 0.76027194797517; 0.8056206088992973; 0.8865979381443299; 0.7844448024054983; 0.8908819133034379; 0.9302809573361083; 0.8868706537452942
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; 8; svd_reconstruct; svdn; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.80241935 0.78225806 0.79268293 0.80081301 0.80487805]; 0.7931873479318735; 0.8369829683698297; 0.8550583657587548; 0.8902255639097744; 0.9594813614262561; 0.8816855753646677; 0.8115299334811531; 0.9242424242424242; 0.7978019632949209; 0.8607068607068605; 0.9539170506912442; 0.8300513088507767; 0.8682581786030062; 0.9515503875968992; 0.8546814437984496
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; 8; svd_reconstruct; svdn; 1300; 433; 433; 0.6001846722068329; 0.19990766389658357; 0.19990766389658357; [0.83461538 0.83461538 0.81153846 0.84230769 0.83846154]; 0.8314087759815243; 0.8198614318706697; 0.8476454293628809; 0.8677014042867701; 0.9030769230769231; 0.8623076923076923; 0.8298368298368298; 0.8018018018018018; 0.8321805217539815; 0.8133971291866029; 0.794392523364486; 0.8195706909059873; 0.8499999999999999; 0.8609576427255985; 0.8476084509924289
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 1308; 436; 436; 0.6; 0.2; 0.2; [0.84351145 0.84732824 0.85114504 0.8740458  0.84230769]; 0.786697247706422; 0.7591743119266054; 0.8495412844036697; 0.9028400597907325; 0.9235474006116208; 0.9006116207951071; 0.7533156498673741; 0.6761904761904762; 0.7827855035819637; 0.7341772151898733; 0.6502242152466368; 0.7617318259331775; 0.8445497630331753; 0.8196872125114996; 0.8494593427607819
svm_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; 8; svd_reconstruct; svdne; 1274; 424; 424; 0.6003770028275212; 0.1998114985862394; 0.1998114985862394; [0.87109375 0.8984375  0.86220472 0.8503937  0.87795276]; 0.8113207547169812; 0.7995283018867925; 0.8491988689915174; 0.8717948717948718; 0.8273155416012559; 0.8783359497645212; 0.7894736842105263; 0.7246376811594203; 0.809323448874641; 0.7880299251870323; 0.7149321266968326; 0.8032788712301898; 0.8391959798994973; 0.784037558685446; 0.8494454586237069
ensemble_model_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; 8; svd_reconstruct; svdne; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.87903226 0.875      0.8902439  0.85772358 0.8495935 ]; 0.8199513381995134; 0.8564476885644768; 0.8852140077821011; 0.913951545530493; 0.8865478119935171; 0.9165316045380876; 0.8310502283105021; 0.91; 0.8222985781990522; 0.8649885583524027; 0.9264705882352942; 0.856955100880932; 0.886100386100386; 0.8991185112634672; 0.885308047902265
ensemble_model_v2_N16_B0_E16_nb_zones_8_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.85775862 0.87931034 0.86637931 0.83478261 0.83478261]; 0.7922077922077922; 0.7896103896103897; 0.8759086188992731; 0.9318181818181819; 0.9221453287197232; 0.9325259515570935; 0.8165137614678899; 0.9518716577540107; 0.7966428995840761; 0.8163265306122448; 0.9625668449197861; 0.7944147355912061; 0.8817417120237506; 0.9359243697478992; 0.8765864148534157
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; 10; svd_reconstruct; svd; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.73333333 0.71666667 0.68       0.74       0.72818792]; 0.5899772209567198; 0.6264236902050114; 0.8514309764309764; 0.9939637826961771; 0.9893190921228304; 0.993991989319092; 0.6989966555183946; 0.9414414414414415; 0.5859280939926101; 0.7162629757785466; 0.9539170506912442; 0.6301116784987753; 0.8676415448068993; 0.9739057239057239; 0.8514309764309765
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; 10; svd_reconstruct; svd; 1500; 500; 500; 0.6; 0.2; 0.2; [0.89666667 0.85666667 0.83       0.83333333 0.84333333]; 0.7831050228310502; 0.7922374429223744; 0.9217171717171717; 1.0; 1.0; 1.0; 0.7557840616966581; 0.6933962264150944; 0.780326431791618; 0.7838479809976248; 0.7300884955752213; 0.7942895308064786; 0.9194805194805195; 0.8939393939393939; 0.9217171717171718
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 1510; 503; 503; 0.6001589825119237; 0.19992050874403816; 0.19992050874403816; [0.81456954 0.85761589 0.79801325 0.87086093 0.85099338]; 0.8314087759815243; 0.8383371824480369; 0.9225589225589226; 0.9725385130609512; 0.9615894039735099; 0.9728476821192054; 0.8282352941176471; 0.8585365853658536; 0.8327770646127515; 0.8484848484848484; 0.8596491228070176; 0.8371416345742406; 0.9226890756302522; 0.9242424242424242; 0.9225589225589226
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; 10; svd_reconstruct; svdn; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.85483871 0.82580645 0.84193548 0.86688312 0.81493506]; 0.8361445783132531; 0.8168674698795181; 0.8362794612794613; 0.8432501599488164; 0.8525226390685641; 0.8415265200517463; 0.8316831683168316; 0.835820895522388; 0.8361347468266146; 0.822429906542056; 0.822429906542056; 0.8166875900869485; 0.8375782881002087; 0.8442760942760943; 0.8362794612794613
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; 10; svd_reconstruct; svdn; 1310; 436; 436; 0.6003666361136571; 0.1998166819431714; 0.1998166819431714; [0.80152672 0.78244275 0.82442748 0.79007634 0.80916031]; 0.8967889908256881; 0.8692660550458715; 0.8547204399633364; 0.840858623242043; 0.867175572519084; 0.8358778625954199; 0.8960739030023094; 0.8699551569506726; 0.8974188930293269; 0.8652482269503545; 0.8133333333333334; 0.8711216429699843; 0.856366107838695; 0.85675430643699; 0.8546978205030178
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 1424; 474; 474; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.84265734 0.7972028  0.82394366 0.8415493  0.79929577]; 0.8037974683544303; 0.8481012658227848; 0.8587689713322091; 0.8841961852861036; 0.9115168539325843; 0.8806179775280899; 0.7928730512249442; 0.7606837606837606; 0.803258547008547; 0.8434782608695653; 0.8083333333333333; 0.8486111111111111; 0.8590660496424064; 0.8608768971332209; 0.8587689713322091
svm_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; 10; svd_reconstruct; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.87162162 0.89527027 0.90878378 0.85472973 0.875     ]; 0.7611607142857143; 0.7790178571428571; 0.8547979797979798; 0.9039391845196959; 0.8837837837837837; 0.9060810810810811; 0.7969639468690702; 0.9051724137931034; 0.7558269476372924; 0.7950310559006211; 0.8888888888888888; 0.7828065134099617; 0.8595848595848596; 0.8888888888888888; 0.8547979797979798
ensemble_model_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; 10; svd_reconstruct; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.89261745 0.88255034 0.85810811 0.84459459 0.85810811]; 0.8385650224215246; 0.8475336322869955; 0.88510101010101; 0.9110367892976587; 0.9177897574123989; 0.910377358490566; 0.8407079646017699; 0.8370044052863436; 0.838593526844085; 0.8495575221238938; 0.8767123287671232; 0.8480477943395088; 0.8862025844101709; 0.8947811447811448; 0.8851010101010102
ensemble_model_v2_N16_B0_E16_nb_zones_10_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.87323944 0.87323944 0.88732394 0.9084507  0.89788732]; 0.8097251585623678; 0.7843551797040169; 0.8833474218089603; 0.940928270042194; 0.9422535211267605; 0.9408450704225351; 0.8109243697478992; 0.8391304347826087; 0.8105117194489175; 0.799212598425197; 0.8353909465020576; 0.7829128645553766; 0.8852867830423939; 0.9002535925612849; 0.8833474218089603
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; 12; svd_reconstruct; svd; 1752; 584; 584; 0.6; 0.2; 0.2; [0.66193182 0.66285714 0.69714286 0.62571429 0.68571429]; 0.7051282051282052; 0.6955128205128205; 0.914983164983165; 0.9914040114613181; 0.9874429223744292; 0.9914383561643837; 0.7553191489361704; 0.9161290322580645; 0.7064721594411342; 0.7506561679790025; 0.910828025477707; 0.6941236901582084; 0.9192645883293366; 0.968013468013468; 0.9149831649831649
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; 12; svd_reconstruct; svd; 1726; 575; 575; 0.6001390820584145; 0.19993045897079276; 0.19993045897079276; [0.82080925 0.84393064 0.83236994 0.81686047 0.81686047]; 0.8369230769230769; 0.8923076923076924; 0.9587542087542088; 0.9941724941724942; 0.9884125144843569; 0.9942062572421784; 0.8454810495626822; 0.838150289017341; 0.8368383024034073; 0.8874598070739551; 0.9078947368421053; 0.8932537268025555; 0.9586497890295358; 0.9562289562289562; 0.9587542087542088
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svd; 16; 0; 16; zones; svd_reconstruct; svd; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.89106145 0.8575419  0.85955056 0.89044944 0.84831461]; 0.7804054054054054; 0.8243243243243243; 0.9351851851851852; 0.9792251544076361; 0.9775784753363229; 0.9792600896860987; 0.7840531561461793; 0.7814569536423841; 0.7803836492349852; 0.8206896551724138; 0.8206896551724138; 0.8242521123544189; 0.9350758853288365; 0.9335016835016835; 0.9351851851851851
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; 12; svd_reconstruct; svdn; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.85635359 0.85833333 0.85833333 0.87222222 0.83055556]; 0.7700348432055749; 0.7491289198606271; 0.8324915824915825; 0.853273137697517; 0.8390677025527192; 0.8557158712541619; 0.7608695652173915; 0.7720588235294118; 0.7701353720296066; 0.7677419354838709; 0.7880794701986755; 0.746980911569926; 0.8312128922815946; 0.8249158249158249; 0.8324915824915824
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; 12; svd_reconstruct; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.83798883 0.8603352  0.82303371 0.84550562 0.85955056]; 0.8108108108108109; 0.777027027027027; 0.8505892255892256; 0.871625344352617; 0.8867713004484304; 0.8693946188340808; 0.8082191780821918; 0.7972972972972973; 0.8108108108108109; 0.7708333333333334; 0.75; 0.777027027027027; 0.8517745302713987; 0.8585858585858586; 0.8505892255892256
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svdn; 16; 0; 16; zones; svd_reconstruct; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.8258427  0.84269663 0.8005618  0.85028249 0.84180791]; 0.7833333333333333; 0.7966666666666666; 0.8619528619528619; 0.8876529477196886; 0.8986486486486487; 0.8862612612612613; 0.7811447811447811; 0.8111888111888111; 0.7845752973141509; 0.8013029315960912; 0.7834394904458599; 0.7973141508173356; 0.8634471273938384; 0.872895622895623; 0.8619528619528619
svm_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; 12; svd_reconstruct; svdne; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.8543956  0.87087912 0.83516484 0.8489011  0.89010989]; 0.8237410071942446; 0.8309352517985612; 0.8539562289562289; 0.8606329816768462; 0.8516483516483516; 0.8620879120879121; 0.8463949843260188; 0.9642857142857143; 0.8227225672877847; 0.8507936507936508; 0.9710144927536232; 0.831935817805383; 0.8574948665297741; 0.8787878787878788; 0.853956228956229
ensemble_model_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; 12; svd_reconstruct; svdne; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.87790698 0.85465116 0.84502924 0.83040936 0.8625731 ]; 0.8398791540785498; 0.797583081570997; 0.8880471380471381; 0.9146198830409357; 0.912485414235706; 0.9148191365227539; 0.8417910447761193; 0.8703703703703703; 0.8405106289721673; 0.8091168091168092; 0.8402366863905325; 0.7966615530718094; 0.8889816360601003; 0.8964646464646465; 0.8880471380471382
ensemble_model_v2_N16_B0_E16_nb_zones_12_svd_reconstruct_svdne; 16; 0; 16; zones; svd_reconstruct; svdne; 1848; 616; 616; 0.6; 0.2; 0.2; [0.84864865 0.88378378 0.89459459 0.87027027 0.86413043]; 0.7651515151515151; 0.7954545454545454; 0.8888888888888888; 0.9201725997842503; 0.9231601731601732; 0.9199134199134199; 0.7720588235294117; 0.860655737704918; 0.7718771646271069; 0.82; 0.8661971830985915; 0.7896559685984761; 0.8911788953009068; 0.9099326599326599; 0.888888888888889
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; 4; svd_reconstruct; svd; 672; 224; 224; 0.6; 0.2; 0.2; [0.78676471 0.82089552 0.76865672 0.80597015 0.79850746]; 0.7455357142857143; 0.7008928571428571; 0.8669642857142857; 0.9613601236476044; 0.9255952380952381; 0.9627976190476191; 0.7673469387755102; 0.8785046728971962; 0.7512181484144101; 0.7452471482889733; 0.875; 0.7008928571428572; 0.870995670995671; 0.9063063063063063; 0.8673124451885514
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; 4; svd_reconstruct; svd; 642; 214; 214; 0.6; 0.2; 0.2; [0.86923077 0.9140625  0.8828125  0.890625   0.8671875 ]; 0.8084112149532711; 0.8317757009345794; 0.9149532710280374; 0.9785276073619631; 0.9937694704049844; 0.9781931464174455; 0.8225108225108226; 0.811965811965812; 0.8080447616530091; 0.8421052631578947; 0.8807339449541285; 0.8308431629532547; 0.9180918091809182; 0.9323583180987203; 0.914553920043624
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.85483871 0.84677419 0.86885246 0.86065574 0.81967213]; 0.7892156862745098; 0.7941176470588235; 0.8855185909980431; 0.9498432601880878; 0.9869706840390879; 0.9478827361563518; 0.8185654008438819; 0.8818181818181818; 0.7813346228239846; 0.8157894736842106; 0.9029126213592233; 0.7930404690954532; 0.8939256572982774; 0.948076923076923; 0.8843970272755133
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; 4; svd_reconstruct; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.84482759 0.84482759 0.81896552 0.86842105 0.79824561]; 0.828125; 0.8072916666666666; 0.8302083333333333; 0.8558139534883721; 0.9583333333333334; 0.8385416666666667; 0.8546255506607929; 0.941747572815534; 0.81918839314934; 0.8310502283105022; 0.9680851063829787; 0.8105731654363874; 0.850595783684693; 0.9567010309278351; 0.8288768312533913
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; 4; svd_reconstruct; svdn; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.875      0.82692308 0.8627451  0.84313725 0.83333333]; 0.7485380116959064; 0.8713450292397661; 0.8481308411214953; 0.8861646234676008; 0.9844357976653697; 0.8735408560311284; 0.7748691099476439; 0.925; 0.7592032967032967; 0.8777777777777778; 1.0; 0.8804347826086957; 0.8619957537154989; 0.9759615384615384; 0.8516171328671329
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 600; 200; 200; 0.6; 0.2; 0.2; [0.725      0.76666667 0.73333333 0.73333333 0.775     ]; 0.805; 0.715; 0.869; 0.9425287356321838; 0.9566666666666667; 0.9416666666666665; 0.8296943231441049; 0.9595959595959596; 0.8065306530653065; 0.7420814479638008; 0.8817204301075269; 0.725906944025726; 0.8762983947119924; 0.943089430894309; 0.8701667626912489
svm_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; 4; svd_reconstruct; svdne; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.8358209  0.84328358 0.86567164 0.85820896 0.81060606]; 0.8108108108108109; 0.8108108108108109; 0.8480215827338129; 0.8769898697539797; 0.907185628742515; 0.872754491017964; 0.7980769230769232; 0.8645833333333334; 0.8172123015873016; 0.823529411764706; 0.8909090909090909; 0.811525974025974; 0.851363236587511; 0.8962962962962963; 0.8493719243719244
ensemble_model_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; 4; svd_reconstruct; svdne; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.8125     0.796875   0.75       0.8046875  0.76984127]; 0.8254716981132075; 0.8254716981132075; 0.8615819209039548; 0.8813008130081301; 0.8495297805642633; 0.8855799373040754; 0.8438818565400844; 0.9259259259259259; 0.8235398860398861; 0.8549019607843137; 0.9316239316239316; 0.8131803868645974; 0.8672086720867209; 0.8823529411764706; 0.861060640472405
ensemble_model_v2_N16_B42_E58_nb_zones_4_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 464; 154; 154; 0.6010362694300518; 0.19948186528497408; 0.19948186528497408; [0.76595745 0.85106383 0.77173913 0.72826087 0.75      ]; 0.7012987012987013; 0.7012987012987013; 0.8173575129533679; 0.8946236559139785; 0.896551724137931; 0.894396551724138; 0.7526881720430108; 0.8974358974358975; 0.6987179487179487; 0.7415730337078651; 0.868421052631579; 0.7034412955465588; 0.8299155609167671; 0.8911917098445595; 0.8173575129533679
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; 6; svd_reconstruct; svd; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.75510204 0.7755102  0.77835052 0.78865979 0.80412371]; 0.7438271604938271; 0.7222222222222222; 0.842786683107275; 0.9164969450101833; 0.9240246406570842; 0.9158110882956879; 0.7621776504297995; 0.8209876543209876; 0.7438271604938272; 0.7398843930635838; 0.8311688311688312; 0.7273491214667686; 0.847942754919499; 0.8854296388542964; 0.8432032199155487
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; 6; svd_reconstruct; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.81666667 0.83333333 0.8        0.84444444 0.83707865]; 0.8127090301003345; 0.8361204013377926; 0.9010695187165776; 0.95152198421646; 0.9398663697104677; 0.9521158129175946; 0.8238993710691823; 0.8733333333333333; 0.8125055928411633; 0.8393442622950819; 0.8888888888888888; 0.8379928315412186; 0.9019867549668874; 0.9165545087483177; 0.9011723406955401
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.8372093  0.89534884 0.91860465 0.90116279 0.90588235]; 0.7622377622377622; 0.7237762237762237; 0.855944055944056; 0.9327251995438998; 0.9533799533799534; 0.9312354312354312; 0.8045977011494253; 0.9271523178807947; 0.7524650478292861; 0.7736389684813754; 0.9440559440559441; 0.7237762237762239; 0.869123252858958; 0.946058091286307; 0.8549243780335354
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; 6; svd_reconstruct; svdn; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.87222222 0.81111111 0.85555556 0.84444444 0.79775281]; 0.7692307692307693; 0.7491638795986622; 0.8088235294117647; 0.8542094455852156; 0.9265033407572383; 0.841870824053452; 0.7889908256880733; 0.9416058394160584; 0.7825313147697577; 0.8021108179419525; 0.9743589743589743; 0.738927738927739; 0.8297619047619047; 0.9393530997304582; 0.809862226257802
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; 6; svd_reconstruct; svdn; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.79255319 0.76344086 0.79569892 0.78494624 0.79569892]; 0.8; 0.8193548387096774; 0.8286082474226805; 0.8611632270168856; 0.9849785407725322; 0.8412017167381975; 0.8109756097560975; 0.9300699300699301; 0.809346342280474; 0.8323353293413174; 0.9144736842105263; 0.8211608927381745; 0.8460648148148148; 0.9605781865965834; 0.8311108379253461
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.82142857 0.80952381 0.82738095 0.78915663 0.75903614]; 0.7841726618705036; 0.8381294964028777; 0.8570402298850575; 0.8946188340807175; 0.9545454545454546; 0.8875598086124402; 0.8051948051948051; 0.8985507246376812; 0.7849896480331264; 0.8580441640378549; 0.918918918918919; 0.8325363825363825; 0.8688200395517469; 0.9360795454545454; 0.85612116807611
svm_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; 6; svd_reconstruct; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.85393258 0.8125     0.86363636 0.88068182 0.82954545]; 0.8061224489795918; 0.8163265306122449; 0.8367346938775511; 0.858085808580858; 0.8843537414965986; 0.8537414965986394; 0.822429906542056; 0.868421052631579; 0.8039288361749444; 0.8353658536585366; 0.9013157894736842; 0.81333395107487; 0.8459563543003852; 0.8845637583892617; 0.8360749826429068
ensemble_model_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; 6; svd_reconstruct; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.76704545 0.76136364 0.8045977  0.81609195 0.85057471]; 0.8109965635738832; 0.7938144329896907; 0.8461538461538461; 0.8782122905027933; 0.8993135011441648; 0.8752860411899314; 0.8208469055374592; 0.8344370860927153; 0.8100756859035005; 0.8026315789473685; 0.8714285714285714; 0.7966414380321666; 0.851261620185923; 0.8804945054945055; 0.8461538461538461
ensemble_model_v2_N16_B42_E58_nb_zones_6_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.8655914  0.85483871 0.83695652 0.77173913 0.81521739]; 0.7922077922077922; 0.7922077922077922; 0.8688311688311688; 0.9174107142857142; 0.8896103896103896; 0.9199134199134198; 0.7714285714285714; 0.7346938775510204; 0.7897071872227152; 0.7808219178082193; 0.75; 0.7916666666666667; 0.8623978201634878; 0.8318002628120894; 0.8684033406486633
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; 8; svd_reconstruct; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.79661017 0.75847458 0.72033898 0.75       0.76271186]; 0.7862595419847328; 0.7684478371501272; 0.8733468972533062; 0.9388429752066116; 0.9627118644067797; 0.9372881355932203; 0.798076923076923; 0.8383838383838383; 0.7858585858585858; 0.782816229116945; 0.841025641025641; 0.768997668997669; 0.878239608801956; 0.91353001017294; 0.8733468972533063
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; 8; svd_reconstruct; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.8553719  0.81404959 0.82644628 0.81666667 0.86666667]; 0.8134328358208955; 0.7960199004975125; 0.8855721393034826; 0.9388097233864209; 0.9286898839137645; 0.939469320066335; 0.8344370860927153; 0.9264705882352942; 0.8117201426024956; 0.8232758620689655; 0.9362745098039216; 0.7938948306595366; 0.8909952606635072; 0.9297725024727992; 0.8853066716568201
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 1146; 382; 382; 0.6; 0.2; 0.2; [0.85652174 0.8173913  0.82608696 0.85964912 0.84210526]; 0.8141361256544503; 0.7617801047120419; 0.8764397905759163; 0.9367521367521369; 0.956369982547993; 0.9354275741710297; 0.828087167070218; 0.8636363636363636; 0.8122529644268776; 0.7741935483870968; 0.8715083798882681; 0.76826650521507; 0.8811681772406847; 0.9210526315789473; 0.876672149122807
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; 8; svd_reconstruct; svdn; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.78899083 0.73394495 0.74311927 0.75229358 0.82568807]; 0.8209366391184573; 0.8677685950413223; 0.7990088105726872; 0.7999999999999999; 0.9247706422018349; 0.7688073394495413; 0.8539325842696629; 0.9595959595959596; 0.807070707070707; 0.879396984924623; 0.9668508287292817; 0.8680407989800254; 0.8264384213029007; 0.9404761904761905; 0.7964712790945975
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; 8; svd_reconstruct; svdn; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.86697248 0.83027523 0.85321101 0.81192661 0.84862385]; 0.7355371900826446; 0.7300275482093664; 0.8215859030837004; 0.8900169204737732; 0.9651376146788991; 0.8807339449541284; 0.7837837837837838; 0.9109947643979057; 0.7258462194082553; 0.7731481481481481; 0.9382022471910112; 0.7339659884603704; 0.8425655976676386; 0.9485776805251641; 0.8207411684222272
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.79237288 0.77966102 0.81779661 0.84745763 0.84188034]; 0.7346938775510204; 0.7933673469387755; 0.836901121304791; 0.8924302788844621; 0.9507640067911715; 0.8853989813242785; 0.7699115044247788; 0.90625; 0.738125; 0.8195991091314031; 0.9292929292929293; 0.7919660522753307; 0.8515769944341374; 0.9376915219611849; 0.8371061882440717
svm_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; 8; svd_reconstruct; svdne; 1152; 384; 384; 0.6; 0.2; 0.2; [0.82327586 0.83043478 0.83043478 0.80434783 0.83478261]; 0.8333333333333334; 0.7942708333333334; 0.8421875; 0.8563734290843806; 0.828125; 0.8611111111111112; 0.8288770053475936; 0.7948717948717948; 0.8339438339438339; 0.7762039660056657; 0.7405405405405405; 0.7923808230340893; 0.8354155350353069; 0.8043933054393305; 0.8420306776159308
ensemble_model_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; 8; svd_reconstruct; svdne; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.8647541  0.85655738 0.86065574 0.88114754 0.81147541]; 0.812807881773399; 0.8078817733990148; 0.8562992125984252; 0.8878048780487804; 0.8950819672131147; 0.8868852459016392; 0.8325991189427313; 0.9264705882352942; 0.8122451951077461; 0.8296943231441049; 0.9090909090909091; 0.8047992616520536; 0.8636788048552754; 0.9042033235581622; 0.8559668748613407
ensemble_model_v2_N16_B42_E58_nb_zones_8_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.80327869 0.83196721 0.83606557 0.85245902 0.83471074]; 0.7906403940886699; 0.8177339901477833; 0.8748768472906404; 0.9215524360033029; 0.916256157635468; 0.9220032840722496; 0.8081264108352145; 0.8689320388349514; 0.7894660194174756; 0.8254716981132075; 0.9162303664921466; 0.8232314623158407; 0.87776708373436; 0.9065606361829026; 0.8751553180914513
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; 10; svd_reconstruct; svd; 1386; 462; 462; 0.6; 0.2; 0.2; [0.85971223 0.84892086 0.83453237 0.7826087  0.83695652]; 0.7121212121212122; 0.7489177489177489; 0.8493506493506493; 0.9297374024130589; 0.9451659451659452; 0.9285714285714287; 0.7495291902071564; 0.8257261410788381; 0.7069807175982425; 0.7786259541984734; 0.8831168831168831; 0.748917748917749; 0.8587662337662337; 0.9081545064377683; 0.8488370785463951
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; 10; svd_reconstruct; svd; 1594; 531; 531; 0.6001506024096386; 0.1999246987951807; 0.1999246987951807; [0.796875   0.81875    0.8427673  0.83647799 0.78930818]; 0.7851662404092071; 0.7698209718670077; 0.8863636363636364; 0.939622641509434; 0.9372647427854455; 0.9397741530740276; 0.7941176470588235; 0.7941176470588235; 0.78475935828877; 0.7643979057591623; 0.7807486631016043; 0.7702762923351159; 0.8865546218487396; 0.8880471380471381; 0.8863636363636364
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.81597222 0.76388889 0.79861111 0.81468531 0.7972028 ]; 0.8446808510638298; 0.8425531914893617; 0.8914141414141414; 0.9246435845213848; 0.9484679665738162; 0.9227019498607242; 0.8443496801705757; 0.8461538461538461; 0.8446870925684485; 0.8432203389830508; 0.8432203389830508; 0.8425503404316964; 0.8931234465617233; 0.9074074074074074; 0.8914141414141414
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; 10; svd_reconstruct; svdn; 1500; 500; 500; 0.6; 0.2; 0.2; [0.66 0.67 0.72 0.68 0.64]; 0.815068493150685; 0.7671232876712328; 0.8169191919191919; 0.8545034642032333; 0.9866666666666667; 0.8320000000000001; 0.8376753507014026; 0.9288888888888889; 0.8118622848200313; 0.7918367346938775; 0.9107981220657277; 0.7709546165884195; 0.8401323042998898; 0.9621212121212122; 0.8169191919191919
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; 10; svd_reconstruct; svdn; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.83445946 0.79054054 0.81418919 0.7972973  0.79931973]; 0.8129175946547884; 0.8285077951002228; 0.8375420875420876; 0.8610253242742433; 0.9431664411366711; 0.847767253044655; 0.8390804597701149; 0.9690265486725663; 0.8118675344259693; 0.8431771894093687; 0.9282511210762332; 0.8291698083257273; 0.8533434650455927; 0.9452861952861953; 0.8375420875420876
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.74516129 0.78709677 0.80322581 0.76623377 0.80194805]; 0.8409638554216867; 0.7975903614457831; 0.8598484848484849; 0.8910065515187612; 0.9676584734799483; 0.8816300129366106; 0.8526785714285714; 0.9227053140096618; 0.8411603493125233; 0.8141592920353982; 0.8846153846153846; 0.7973801560758083; 0.8708801861186505; 0.9452861952861953; 0.8598484848484849
svm_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; 10; svd_reconstruct; svdne; 1554; 518; 518; 0.6; 0.2; 0.2; [0.875      0.83333333 0.82903226 0.81935484 0.83870968]; 0.8004866180048662; 0.7469586374695864; 0.8371212121212122; 0.8699029126213592; 0.8648648648648649; 0.8706563706563707; 0.825531914893617; 0.9238095238095239; 0.79772565742715; 0.7719298245614036; 0.8756218905472637; 0.7497157071783938; 0.8433832456495347; 0.877104377104377; 0.8371212121212122
ensemble_model_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; 10; svd_reconstruct; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.83783784 0.83783784 0.83783784 0.82432432 0.84797297]; 0.8147321428571429; 0.8325892857142857; 0.8522727272727273; 0.8710754843019373; 0.8810810810810811; 0.8695945945945945; 0.8281573498964803; 0.8620689655172413; 0.8129789272030651; 0.8373101952277657; 0.8935185185185185; 0.834690293742018; 0.8562064727570667; 0.8796296296296297; 0.8522727272727273
ensemble_model_v2_N16_B42_E58_nb_zones_10_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 1594; 531; 531; 0.6001506024096386; 0.1999246987951807; 0.1999246987951807; [0.778125   0.796875   0.80503145 0.78616352 0.79874214]; 0.8644501278772379; 0.8542199488491049; 0.8741582491582491; 0.8838352796558081; 0.9021329987452948; 0.8814303638644918; 0.8555858310626704; 0.8219895287958116; 0.8634947643979057; 0.8571428571428571; 0.855; 0.8542015706806283; 0.8750522356874216; 0.8813131313131313; 0.8741582491582491
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; 12; svd_reconstruct; svd; 1752; 584; 584; 0.6; 0.2; 0.2; [0.75       0.75428571 0.77142857 0.75714286 0.75142857]; 0.8076923076923077; 0.8173076923076923; 0.8745791245791246; 0.9008219178082191; 0.9383561643835616; 0.896689497716895; 0.8295454545454545; 0.948051948051948; 0.8094690120006576; 0.8421052631578947; 0.9620253164556962; 0.8154282426434325; 0.8825847123719464; 0.9427609427609428; 0.8745791245791247
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; 12; svd_reconstruct; svd; 1752; 584; 584; 0.6; 0.2; 0.2; [0.81534091 0.84571429 0.84857143 0.81142857 0.83428571]; 0.7467948717948718; 0.7596153846153846; 0.8872053872053872; 0.9344827586206896; 0.928082191780822; 0.9349315068493151; 0.7762039660056657; 0.9194630872483222; 0.7542100712315231; 0.797843665768194; 0.9079754601226994; 0.7526454481821552; 0.8912337662337663; 0.9242424242424242; 0.8872053872053872
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svd; 16; 42; 58; zones; svd_reconstruct; svd; 1706; 568; 568; 0.6002814919071077; 0.19985925404644617; 0.19985925404644617; [0.78947368 0.79239766 0.77192982 0.77941176 0.8       ]; 0.8776119402985074; 0.8865671641791045; 0.9040404040404041; 0.9144170017231477; 0.9331770222743259; 0.9126611957796014; 0.8864265927977839; 0.9467455621301775; 0.8769872388964142; 0.8932584269662921; 0.9578313253012049; 0.8871996863192414; 0.9072416598860863; 0.9385521885521886; 0.9040404040404041
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; 12; svd_reconstruct; svdn; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.73770492 0.80874317 0.75136612 0.81868132 0.74175824]; 0.7890909090909091; 0.7890909090909091; 0.7941919191919192; 0.8086198050282197; 0.8630887185104053; 0.7957283680175247; 0.7835820895522388; 0.7553956834532374; 0.7894625476089716; 0.7819548872180452; 0.7647058823529411; 0.7888277613203556; 0.8030608135320176; 0.8392255892255892; 0.7941919191919191
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; 12; svd_reconstruct; svdn; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.75       0.7849162  0.80167598 0.80167598 0.80446927]; 0.815068493150685; 0.8321917808219178; 0.8606902356902357; 0.8855421686746987; 0.984375; 0.8727678571428572; 0.8223684210526316; 0.8928571428571429; 0.818139097744361; 0.8537313432835821; 0.9407894736842105; 0.8275375939849625; 0.8741923223109084; 0.968013468013468; 0.8606902356902356
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svdn; 16; 42; 58; zones; svd_reconstruct; svdn; 1806; 602; 602; 0.6; 0.2; 0.2; [0.77348066 0.8121547  0.83977901 0.82222222 0.78333333]; 0.7719298245614035; 0.7649122807017544; 0.8834175084175084; 0.9237243556023146; 0.9723145071982281; 0.9197120708748616; 0.809384164222874; 0.9517241379310345; 0.7687192118226601; 0.7963525835866261; 0.9357142857142857; 0.7678571428571429; 0.8922598210812913; 0.9654882154882155; 0.8834175084175084
svm_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; 12; svd_reconstruct; svdne; 1842; 614; 614; 0.6; 0.2; 0.2; [0.85135135 0.89945652 0.86141304 0.83967391 0.87228261]; 0.6928838951310862; 0.6928838951310862; 0.8396464646464646; 0.8826392644672795; 0.8859934853420195; 0.8821932681867535; 0.7354838709677418; 0.8260869565217391; 0.688237276710482; 0.7320261437908496; 0.8682170542635659; 0.6986012807549714; 0.8454361054766735; 0.877104377104377; 0.8396464646464646
ensemble_model_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; 12; svd_reconstruct; svdne; 1794; 598; 598; 0.6; 0.2; 0.2; [0.81666667 0.80833333 0.8547486  0.81284916 0.81843575]; 0.8831615120274914; 0.872852233676976; 0.9002525252525253; 0.9113247863247863; 0.9509476031215162; 0.9074693422519509; 0.8731343283582089; 0.8666666666666667; 0.882051282051282; 0.8854489164086686; 0.9166666666666666; 0.8694444444444444; 0.9037758830694275; 0.9368686868686869; 0.9002525252525252
ensemble_model_v2_N16_B42_E58_nb_zones_12_svd_reconstruct_svdne; 16; 42; 58; zones; svd_reconstruct; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.82702703 0.83243243 0.85869565 0.78532609 0.83152174]; 0.8082706766917294; 0.7781954887218046; 0.8619528619528619; 0.8855042016806722; 0.9143167028199566; 0.8817787418655096; 0.8421052631578948; 0.9927007299270073; 0.8025519153511006; 0.8126984126984128; 0.9922480620155039; 0.7844451988909636; 0.8709677419354838; 0.9318181818181818; 0.8619528619528618
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; 4; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.88333333 0.8        0.79166667 0.825      0.83050847]; 0.8341708542713567; 0.7788944723618091; 0.8674698795180723; 0.9144634525660964; 0.9832775919732442; 0.9080267558528428; 0.8390243902439024; 0.9148936170212766; 0.8383991894630192; 0.7904761904761904; 0.9021739130434783; 0.7875355546525803; 0.8752362948960303; 0.954639175257732; 0.8696874936954023
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; 4; svd_reconstruct; svd; 512; 170; 170; 0.6009389671361502; 0.19953051643192488; 0.19953051643192488; [0.74038462 0.8627451  0.81372549 0.78431373 0.83333333]; 0.7941176470588235; 0.8058823529411765; 0.9131455399061033; 0.988235294117647; 0.984375; 0.98828125; 0.8241206030150754; 0.9761904761904762; 0.796234772978959; 0.8405797101449276; 0.925531914893617; 0.7917133258678611; 0.9192139737991266; 0.9700460829493087; 0.9120565342976208
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.72727273 0.69230769 0.69230769 0.78461538 0.76153846]; 0.8064516129032258; 0.8387096774193549; 0.8729281767955801; 0.9065849923430322; 0.9079754601226994; 0.9064417177914111; 0.7878787878787878; 0.7878787878787878; 0.8049563430919363; 0.8356807511737089; 0.8476190476190476; 0.8389880952380953; 0.8703007518796992; 0.8735849056603774; 0.8729435319668793
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; 4; svd_reconstruct; svdn; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.74576271 0.8559322  0.79661017 0.74137931 0.72413793]; 0.8102564102564103; 0.7948717948717948; 0.7879098360655737; 0.8169014084507042; 0.9897610921501706; 0.7781569965870307; 0.8246445497630333; 0.925531914893617; 0.81425110596166; 0.8076923076923077; 0.8842105263157894; 0.7971052631578947; 0.816651904340124; 0.9564315352697096; 0.7899566583231139
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; 4; svd_reconstruct; svdn; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.86065574 0.8442623  0.83606557 0.90163934 0.90833333]; 0.7970297029702971; 0.7376237623762376; 0.8349802371541502; 0.8871715610510047; 0.944078947368421; 0.8799342105263157; 0.8530465949820788; 0.9916666666666667; 0.7519308943089431; 0.7854251012145749; 0.97; 0.7399019607843136; 0.8576300085251491; 0.9599236641221374; 0.8303716681266424
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.80508475 0.78448276 0.76724138 0.78448276 0.84482759]; 0.7835051546391752; 0.8041237113402062; 0.8556701030927835; 0.900990099009901; 0.9381443298969072; 0.8969072164948454; 0.7941176470588236; 0.8901098901098901; 0.7897151392297024; 0.8347826086956521; 0.9411764705882353; 0.7966751918158568; 0.8653846153846153; 0.9297520661157025; 0.8558225351154644
svm_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; 4; svd_reconstruct; svdne; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.83333333 0.87121212 0.86363636 0.77692308 0.83076923]; 0.8256880733944955; 0.8211009174311926; 0.8324175824175825; 0.849002849002849; 0.9085365853658537; 0.8384146341463415; 0.8272727272727274; 0.8666666666666667; 0.8271386430678467; 0.8186046511627907; 0.8461538461538461; 0.822199730094467; 0.8390501319261214; 0.888268156424581; 0.8333232674014797
ensemble_model_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; 4; svd_reconstruct; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.79166667 0.8220339  0.77966102 0.80508475 0.78813559]; 0.8223350253807107; 0.8223350253807107; 0.8468559837728195; 0.8712241653418122; 0.9256756756756757; 0.8631756756756757; 0.8387096774193548; 0.8425925925925926; 0.8201727007906783; 0.8022598870056498; 0.8352941176470589; 0.8238970588235295; 0.852394916911046; 0.8916155419222904; 0.8472162216653706
ensemble_model_v2_N16_B92_E108_nb_zones_4_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 648; 216; 216; 0.6; 0.2; 0.2; [0.79230769 0.85384615 0.83076923 0.82307692 0.796875  ]; 0.8287037037037037; 0.8194444444444444; 0.862037037037037; 0.8864696734059098; 0.8796296296296297; 0.8873456790123457; 0.8537549407114625; 0.907563025210084; 0.8197608940483411; 0.8202764976958526; 0.9175257731958762; 0.8285107857576021; 0.8661275831087152; 0.8925925925925926; 0.862037037037037
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; 6; svd_reconstruct; svd; 778; 259; 259; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.87179487 0.81410256 0.86538462 0.85897436 0.88961039]; 0.7258687258687259; 0.752895752895753; 0.8464506172839507; 0.9195979899497487; 0.9408740359897172; 0.9177377892030848; 0.7526132404181184; 0.9310344827586207; 0.74523752109959; 0.7935483870967741; 0.9461538461538461; 0.7521466905187835; 0.8571428571428572; 0.9401574803149606; 0.8482935661786604
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; 6; svd_reconstruct; svd; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.78350515 0.82989691 0.84020619 0.79896907 0.82474227]; 0.8142414860681114; 0.8080495356037152; 0.8867574257425742; 0.9379450661241099; 0.9505154639175257; 0.9371134020618557; 0.823529411764706; 0.7777777777777778; 0.818958818958819; 0.8109756097560975; 0.7916666666666666; 0.8087365591397849; 0.8891580860084796; 0.8811524609843937; 0.8869363837489018
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1022; 340; 340; 0.600470035252644; 0.199764982373678; 0.199764982373678; [0.82524272 0.81372549 0.77941176 0.82843137 0.82843137]; 0.8441176470588235; 0.8382352941176471; 0.8848413631022327; 0.9148936170212766; 0.9256360078277887; 0.913894324853229; 0.8417910447761194; 0.8493975903614458; 0.8442390250657803; 0.8318042813455657; 0.8774193548387097; 0.8414123801220575; 0.8844339622641509; 0.9014423076923077; 0.8852039124668435
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; 6; svd_reconstruct; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.81521739 0.74456522 0.76630435 0.81521739 0.8021978 ]; 0.7647058823529411; 0.8137254901960784; 0.792156862745098; 0.8177434908389585; 0.9237472766884531; 0.7941176470588234; 0.7942857142857142; 0.9266666666666666; 0.7678205128205129; 0.8403361344537814; 0.9554140127388535; 0.8099217714700979; 0.8176605504587157; 0.9308093994778068; 0.7919753803671755
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; 6; svd_reconstruct; svdn; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.72959184 0.76530612 0.74742268 0.77319588 0.76804124]; 0.7746913580246914; 0.8148148148148148; 0.8785450061652281; 0.935483870967742; 0.9527720739219713; 0.9342915811088296; 0.8021680216802168; 0.9367088607594937; 0.7785953942351684; 0.8369565217391305; 0.9565217391304348; 0.8156841824486529; 0.8860613071139387; 0.9503722084367245; 0.8789851238262054
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.78888889 0.77222222 0.78333333 0.73033708 0.73595506]; 0.785234899328859; 0.761744966442953; 0.8257372654155496; 0.8696558915537017; 0.9308035714285714; 0.8604910714285714; 0.8241758241758241; 0.9933774834437086; 0.7824030274361399; 0.7942028985507247; 0.9319727891156463; 0.7639996395909356; 0.8441247002398081; 0.9436997319034852; 0.8257372654155496
svm_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; 6; svd_reconstruct; svdne; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.87765957 0.90425532 0.90322581 0.8172043  0.87634409]; 0.7877813504823151; 0.77491961414791; 0.8598971722365039; 0.9136842105263159; 0.9293361884368309; 0.9122055674518201; 0.8103448275862069; 0.8757763975155279; 0.7845548654244308; 0.789156626506024; 0.8451612903225807; 0.7751447477253929; 0.8662576687116564; 0.9016602809706258; 0.859627035698767
ensemble_model_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; 6; svd_reconstruct; svdne; 778; 259; 259; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.84615385 0.82692308 0.80769231 0.76923077 0.83116883]; 0.833976833976834; 0.7837837837837838; 0.8626543209876543; 0.8959156785243741; 0.8740359897172236; 0.8984575835475579; 0.8377358490566038; 0.8671875; 0.8343571087786259; 0.787878787878788; 0.9043478260869565; 0.7959239130434783; 0.8618012422360248; 0.8781645569620253; 0.8630280616135428
ensemble_model_v2_N16_B92_E108_nb_zones_6_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 814; 271; 271; 0.6002949852507374; 0.19985250737463126; 0.19985250737463126; [0.79878049 0.83536585 0.72222222 0.87037037 0.82716049]; 0.8118081180811808; 0.7933579335793358; 0.8502949852507374; 0.8857142857142857; 0.914004914004914; 0.8820638820638821; 0.801556420233463; 0.7923076923076923; 0.8110474631751227; 0.7894736842105262; 0.7664233576642335; 0.7936594400261466; 0.851063829787234; 0.8605341246290801; 0.8503550388541296
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; 8; svd_reconstruct; svd; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.876      0.848      0.856      0.86693548 0.85887097]; 0.744578313253012; 0.744578313253012; 0.8439306358381503; 0.9160419790104948; 0.9807383627608347; 0.9101123595505619; 0.7827868852459016; 0.8842592592592593; 0.7386120416899312; 0.7791666666666667; 0.9033816425120773; 0.7449600520252694; 0.8592528236316247; 0.9455066921606119; 0.8431416955948691
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; 8; svd_reconstruct; svd; 1342; 447; 447; 0.6001788908765653; 0.19991055456171736; 0.19991055456171736; [0.80740741 0.79850746 0.85074627 0.79850746 0.79104478]; 0.8053691275167785; 0.7651006711409396; 0.8680679785330948; 0.9260588657573583; 0.9612518628912071; 0.9232488822652757; 0.8270377733598409; 0.9244444444444444; 0.8045645645645645; 0.7953216374269005; 0.8680851063829788; 0.7595142513046969; 0.8775425487754255; 0.9345711759504863; 0.8672855879752431
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1142; 380; 380; 0.6004206098843323; 0.19978969505783387; 0.19978969505783387; [0.83043478 0.8377193  0.8377193  0.8377193  0.84210526]; 0.8157894736842105; 0.7973684210526316; 0.9185068349106204; 0.9930434782608696; 1.0; 0.9929947460595446; 0.8250000000000001; 0.8638743455497382; 0.8155350563727527; 0.8070175438596491; 0.8563829787234043; 0.7979831560283688; 0.9204720369420215; 0.9442105263157895; 0.9185338345864663
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; 8; svd_reconstruct; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.7920354  0.75663717 0.80088496 0.77433628 0.75446429]; 0.8404255319148937; 0.800531914893617; 0.8053191489361702; 0.8235294117647058; 0.9556737588652482; 0.7952127659574468; 0.854368932038835; 0.9361702127659575; 0.8404255319148937; 0.8329621380846326; 0.935; 0.7913636363636364; 0.8313364055299539; 0.9474789915966386; 0.8034808751086642
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; 8; svd_reconstruct; svdn; 1236; 412; 412; 0.6; 0.2; 0.2; [0.8266129  0.83064516 0.80645161 0.8495935  0.82926829]; 0.7305825242718447; 0.7621359223300971; 0.820873786407767; 0.8789712556732223; 0.9401294498381877; 0.8705501618122977; 0.7836257309941521; 0.9617224880382775; 0.7271666627383506; 0.7958333333333334; 0.9794871794871794; 0.7731537279924376; 0.8406047516198705; 0.952054794520548; 0.8218848153720274
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.76470588 0.80252101 0.80252101 0.75       0.75847458]; 0.7949367088607595; 0.8075949367088607; 0.8588056680161943; 0.9046875; 0.9763912310286678; 0.8971332209106239; 0.812933025404157; 0.9411764705882353; 0.8023190045248868; 0.8318584070796461; 0.912621359223301; 0.8028715261724971; 0.8711316397228638; 0.9563894523326572; 0.8590028069744093
svm_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; 8; svd_reconstruct; svdne; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.79365079 0.82936508 0.86507937 0.82539683 0.82      ]; 0.8090692124105012; 0.7923627684964201; 0.8430343511450382; 0.8726415094339622; 0.8823529411764706; 0.8712241653418124; 0.813953488372093; 0.78125; 0.8111378205128205; 0.7740259740259741; 0.764102564102564; 0.7905334249084249; 0.8423574508864399; 0.8387404580152672; 0.8430343511450382
ensemble_model_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; 8; svd_reconstruct; svdne; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.83333333 0.82916667 0.89166667 0.875      0.8487395 ]; 0.7869674185463659; 0.7944862155388471; 0.8512024048096193; 0.8911222780569514; 0.8881469115191987; 0.8914858096828047; 0.7951807228915662; 0.8505154639175257; 0.7886723661051044; 0.8047619047619048; 0.845; 0.7943592964824121; 0.8536224741251849; 0.8721047331319235; 0.8513066038540973
ensemble_model_v2_N16_B92_E108_nb_zones_8_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.8907563  0.90756303 0.91525424 0.85169492 0.86864407]; 0.7461928934010152; 0.7538071065989848; 0.8656186612576064; 0.9441707717569786; 0.9712837837837838; 0.9425675675675675; 0.7890295358649789; 0.9396984924623115; 0.7442082205901303; 0.7886710239651418; 0.905; 0.7514690721649485; 0.8768014876801488; 0.9515640766902119; 0.8651806112299173
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; 10; svd_reconstruct; svd; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.82894737 0.83223684 0.87171053 0.8410596  0.82119205]; 0.786046511627907; 0.8093023255813954; 0.86489898989899; 0.9082969432314411; 0.9604221635883905; 0.9030343007915568; 0.7982456140350878; 0.8272727272727273; 0.785064935064935; 0.8127853881278538; 0.8476190476190476; 0.8101731601731602; 0.8714457348818583; 0.9158249158249159; 0.86489898989899
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; 10; svd_reconstruct; svd; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.81012658 0.80379747 0.83757962 0.82484076 0.84076433]; 0.8104738154613467; 0.8154613466334164; 0.86489898989899; 0.8937228091982597; 0.9135959339263025; 0.8913595933926303; 0.8041237113402062; 0.8041237113402062; 0.8102744160565766; 0.821256038647343; 0.821256038647343; 0.8152671945814035; 0.866860223973455; 0.8796296296296297; 0.86489898989899
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.82165605 0.83121019 0.81210191 0.82802548 0.82802548]; 0.8213399503722084; 0.7816377171215881; 0.8716329966329966; 0.9107692307692308; 0.9426751592356688; 0.9076433121019108; 0.7954545454545454; 0.7446808510638298; 0.8165264720435428; 0.7777777777777778; 0.7162790697674418; 0.786331024245423; 0.8714707121786768; 0.8703703703703703; 0.8716329966329965
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; 10; svd_reconstruct; svdn; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.83098592 0.80496454 0.82269504 0.74468085 0.80141844]; 0.7893617021276595; 0.7446808510638298; 0.7980442176870748; 0.8415841584158414; 0.9631728045325779; 0.8186968838526912; 0.8216216216216216; 0.957983193277311; 0.7871812518110693; 0.7857142857142858; 0.9482758620689655; 0.7472471747319618; 0.8260710362504577; 0.9591836734693877; 0.7980442176870748
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; 10; svd_reconstruct; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.82993197 0.81632653 0.84589041 0.81849315 0.78767123]; 0.7741228070175439; 0.7872807017543859; 0.872895622895623; 0.9334203655352481; 0.976775956284153; 0.9303278688524591; 0.7944111776447106; 0.8361344537815126; 0.7712782360650683; 0.8008213552361397; 0.8944954128440367; 0.7917855215480687; 0.8801587301587301; 0.9335016835016835; 0.8728956228956228
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.79861111 0.80902778 0.82638889 0.78472222 0.78671329]; 0.7867803837953091; 0.7889125799573561; 0.8371212121212122; 0.8808618504435995; 0.9666203059805285; 0.8692628650904034; 0.8161764705882353; 0.9135802469135802; 0.7820113623948433; 0.805500982318271; 0.9070796460176991; 0.7930459958483558; 0.8529076396807298; 0.9444444444444444; 0.8371212121212122
svm_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; 10; svd_reconstruct; svdne; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.83928571 0.85714286 0.81071429 0.83453237 0.86330935]; 0.8021505376344086; 0.8129032258064516; 0.8306104901117799; 0.8556077904633983; 0.9126074498567335; 0.8459885386819485; 0.7880184331797234; 0.7566371681415929; 0.8009127263302106; 0.8137044967880085; 0.7883817427385892; 0.8138337285121517; 0.8351464435146444; 0.8566523605150215; 0.8305656290085873
ensemble_model_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; 10; svd_reconstruct; svdne; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.83333333 0.80666667 0.85       0.83       0.81879195]; 0.8177676537585421; 0.835990888382688; 0.8707912457912458; 0.9010848755583919; 0.9425901201602136; 0.8965287049399199; 0.8237885462555066; 0.8201754385964912; 0.8176706576868712; 0.8363636363636363; 0.8720379146919431; 0.8373347468196558; 0.8752539618041447; 0.9065656565656566; 0.8707912457912458
ensemble_model_v2_N16_B92_E108_nb_zones_10_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.79166667 0.84935897 0.7724359  0.76129032 0.78064516]; 0.8463414634146341; 0.8609756097560975; 0.8691077441077442; 0.8826060233558697; 0.922879177377892; 0.8772493573264781; 0.8571428571428572; 0.9264705882352942; 0.8467304397487151; 0.87248322147651; 0.9466019417475728; 0.8605558728345707; 0.8763419483101392; 0.9276094276094277; 0.869107744107744
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; 12; svd_reconstruct; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.81179775 0.79213483 0.79775281 0.84831461 0.82485876]; 0.7993311036789298; 0.782608695652174; 0.8505892255892256; 0.8779193205944799; 0.9302587176602924; 0.8706411698537683; 0.8305084745762712; 0.9607843137254902; 0.79546065001343; 0.8082595870206489; 0.9383561643835616; 0.7861715462440684; 0.8622429181218471; 0.9351851851851852; 0.8505892255892256
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; 12; svd_reconstruct; svd; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.84946237 0.86290323 0.84946237 0.85483871 0.84324324]; 0.752895752895753; 0.8262548262548263; 0.8859427609427609; 0.9137380191693291; 0.9235737351991389; 0.9128094725511303; 0.7746478873239436; 0.88; 0.7571641791044775; 0.843205574912892; 0.9029850746268657; 0.8234925373134329; 0.8893425888117599; 0.9166666666666666; 0.8859427609427608
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svd; 16; 92; 108; zones; svd_reconstruct; svd; 1684; 561; 561; 0.6001425516749822; 0.1999287241625089; 0.1999287241625089; [0.78994083 0.79881657 0.79166667 0.76785714 0.79464286]; 0.8236994219653179; 0.7947976878612717; 0.8838383838383839; 0.9171461449942464; 0.9465558194774347; 0.9144893111638954; 0.8423772609819121; 0.9005524861878453; 0.8199732127908924; 0.8033240997229917; 0.8787878787878788; 0.7985099614933869; 0.8889782783588094; 0.9301346801346801; 0.8838383838383839
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; 12; svd_reconstruct; svdn; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.82571429 0.78571429 0.80285714 0.82857143 0.80747126]; 0.732484076433121; 0.7929936305732485; 0.7992424242424242; 0.8289885297184567; 0.9096109839816934; 0.8123569794050343; 0.7692307692307692; 0.9722222222222222; 0.7508169934640523; 0.8370927318295738; 0.9823529411764705; 0.7758986928104575; 0.8220813129429317; 0.9276094276094277; 0.7992424242424243
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; 12; svd_reconstruct; svdn; 1800; 600; 600; 0.6; 0.2; 0.2; [0.81666667 0.79722222 0.81666667 0.81388889 0.80277778]; 0.8229166666666666; 0.8680555555555556; 0.8421717171717171; 0.858695652173913; 0.9655555555555555; 0.841111111111111; 0.8305647840531561; 0.9124087591240876; 0.8270653067143617; 0.879746835443038; 0.9205298013245033; 0.8653743897133466; 0.858008330177963; 0.9537037037037037; 0.8421717171717172
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svdn; 16; 92; 108; zones; svd_reconstruct; svdn; 1752; 584; 584; 0.6; 0.2; 0.2; [0.76704545 0.81428571 0.77714286 0.82       0.78285714]; 0.8237179487179487; 0.7948717948717948; 0.8699494949494949; 0.8980686695278971; 0.9554794520547946; 0.891552511415525; 0.8501362397820164; 0.968944099378882; 0.8189091357821563; 0.815028901734104; 0.9337748344370861; 0.7991855538645058; 0.8800931315483119; 0.9545454545454546; 0.869949494949495
svm_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; 12; svd_reconstruct; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.84857143 0.79428571 0.85714286 0.81428571 0.86206897]; 0.8280254777070064; 0.7834394904458599; 0.8261784511784511; 0.8408966648441772; 0.879862700228833; 0.8335240274599542; 0.8402366863905325; 0.8930817610062893; 0.8271860417934671; 0.7888198757763976; 0.8193548387096774; 0.7838912558328262; 0.834069907593411; 0.8737373737373737; 0.8261784511784512
ensemble_model_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; 12; svd_reconstruct; svdne; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.82162162 0.83783784 0.84054054 0.82972973 0.83513514]; 0.8593155893536122; 0.8935361216730038; 0.8779461279461279; 0.880127863612147; 0.892972972972973; 0.8783783783783784; 0.8571428571428572; 0.8409090909090909; 0.8593858431644692; 0.8955223880597015; 0.916030534351145; 0.8936213277816331; 0.8793677204658902; 0.8897306397306397; 0.8779461279461279
ensemble_model_v2_N16_B92_E108_nb_zones_12_svd_reconstruct_svdne; 16; 92; 108; zones; svd_reconstruct; svdne; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.86666667 0.80555556 0.825      0.84078212 0.83798883]; 0.7827586206896552; 0.803448275862069; 0.8766835016835017; 0.9067385444743936; 0.9365256124721604; 0.903674832962138; 0.8130563798219584; 0.9513888888888888; 0.7839136225266362; 0.8235294117647058; 0.910958904109589; 0.8027016742770167; 0.8834990059642148; 0.9351851851851852; 0.8766835016835016
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; 4; svd_reconstruct; svd; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.8362069  0.78448276 0.76315789 0.78947368 0.8245614 ]; 0.8534031413612565; 0.837696335078534; 0.9110878661087866; 0.9525547445255474; 0.9094076655052264; 0.9547038327526132; 0.8271604938271604; 0.8933333333333333; 0.8604597701149426; 0.8558139534883721; 0.8932038834951457; 0.8329655781112092; 0.9081081081081082; 0.9032258064516129; 0.9108797056697984
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; 4; svd_reconstruct; svd; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.8203125  0.8046875  0.77777778 0.83333333 0.84126984]; 0.8056872037914692; 0.8388625592417062; 0.8721590909090909; 0.9013157894736842; 0.8643533123028391; 0.9053627760252365; 0.8127853881278538; 0.8725490196078431; 0.8078341428314445; 0.8425925925925927; 0.9191919191919192; 0.843524531024531; 0.8705656759348035; 0.8764478764478765; 0.872238808112414
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.79824561 0.8245614  0.83333333 0.85964912 0.88392857]; 0.8042328042328042; 0.7936507936507936; 0.8509513742071881; 0.8785046728971962; 0.8274647887323944; 0.8855633802816901; 0.8159203980099503; 0.8367346938775511; 0.8029827315541601; 0.8020304568527918; 0.8404255319148937; 0.7938969764837626; 0.8488745980707397; 0.8319327731092437; 0.8510727695333453
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; 4; svd_reconstruct; svdn; 684; 228; 228; 0.6; 0.2; 0.2; [0.91304348 0.89130435 0.88970588 0.86764706 0.90441176]; 0.8157894736842105; 0.8201754385964912; 0.8640350877192983; 0.9024390243902439; 0.9736842105263158; 0.8947368421052633; 0.8292682926829269; 0.864406779661017; 0.8140215716486903; 0.8366533864541832; 0.8823529411764706; 0.8173232595790609; 0.8744939271255061; 0.9326424870466321; 0.8629344342541538
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; 4; svd_reconstruct; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.78448276 0.81896552 0.87931034 0.78070175 0.86842105]; 0.8541666666666666; 0.8385416666666666; 0.8791666666666667; 0.9045226130653266; 0.9375; 0.9010416666666667; 0.8803418803418802; 0.9809523809523809; 0.8410509031198685; 0.848780487804878; 0.9775280898876404; 0.847987345914694; 0.888030888030888; 0.9543568464730291; 0.8788520634038787
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.86290323 0.82258065 0.83870968 0.78225806 0.80327869]; 0.8058252427184466; 0.8252427184466019; 0.8776699029126214; 0.9198717948717947; 0.9288025889967637; 0.919093851132686; 0.8113207547169811; 0.8865979381443299; 0.8102714461363851; 0.8378378378378379; 0.9029126213592233; 0.825242718446602; 0.8809073724007561; 0.9155206286836935; 0.878105803785225
svm_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; 4; svd_reconstruct; svdne; 726; 242; 242; 0.6; 0.2; 0.2; [0.82191781 0.81506849 0.83561644 0.875      0.8125    ]; 0.8181818181818182; 0.731404958677686; 0.8165289256198347; 0.8345534407027819; 0.7851239669421488; 0.8443526170798898; 0.824; 0.8046875; 0.8190104166666666; 0.7410358565737052; 0.6838235294117647; 0.738138179800222; 0.8125; 0.7671451355661882; 0.8183924648671421
ensemble_model_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; 4; svd_reconstruct; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.92105263 0.9375     0.91071429 0.90178571 0.90178571]; 0.8128342245989305; 0.7807486631016043; 0.8728632478632479; 0.9246935201401051; 0.9395017793594306; 0.9234875444839857; 0.8; 0.813953488372093; 0.8129173382454526; 0.8000000000000002; 0.9010989010989011; 0.783882783882784; 0.8748685594111463; 0.9082969432314411; 0.8736045385613271
ensemble_model_v2_N16_B142_E158_nb_zones_4_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.83333333 0.83962264 0.81132075 0.80188679 0.81132075]; 0.7740112994350282; 0.751412429378531; 0.8702031602708804; 0.9435336976320582; 0.9736842105263158; 0.9417293233082707; 0.7777777777777778; 0.7692307692307693; 0.7741502683363148; 0.7634408602150536; 0.797752808988764; 0.7511491317671093; 0.8743169398907104; 0.8968609865470852; 0.8700214023644516
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; 6; svd_reconstruct; svd; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.8908046  0.90804598 0.93103448 0.89655172 0.88953488]; 0.7508650519031141; 0.7577854671280276; 0.8789764868603043; 0.9605734767025089; 0.9262672811059908; 0.9619815668202765; 0.7818181818181819; 0.9347826086956522; 0.7587820328246473; 0.7953216374269007; 0.9379310344827586; 0.7571599616858238; 0.8840291583830351; 0.9302649930264993; 0.8793986144830713
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; 6; svd_reconstruct; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.84782609 0.81521739 0.80769231 0.84065934 0.82417582]; 0.819078947368421; 0.8388157894736842; 0.8876478318002629; 0.9228998849252014; 0.8774617067833698; 0.9266958424507659; 0.8275862068965518; 0.868421052631579; 0.819078947368421; 0.855457227138643; 0.90625; 0.8350694444444444; 0.8880157170923378; 0.881664499349805; 0.8877113997413035
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 906; 302; 302; 0.6; 0.2; 0.2; [0.81868132 0.86263736 0.83516484 0.87222222 0.85      ]; 0.8013245033112583; 0.7649006622516556; 0.8768211920529801; 0.937142857142857; 0.9050772626931567; 0.9392935982339956; 0.8192771084337348; 0.951048951048951; 0.8088578088578089; 0.7942028985507247; 0.9319727891156463; 0.769212201009436; 0.8801546391752577; 0.9192462987886945; 0.8774849486120787
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; 6; svd_reconstruct; svdn; 824; 274; 274; 0.6005830903790087; 0.19970845481049562; 0.19970845481049562; [0.79518072 0.80120482 0.81097561 0.81097561 0.81707317]; 0.843065693430657; 0.8613138686131386; 0.8432944606413995; 0.8543478260869566; 0.9538834951456311; 0.837378640776699; 0.8617363344051447; 0.9178082191780822; 0.8378103595890412; 0.8582089552238806; 0.905511811023622; 0.8643205313621511; 0.8565710473649099; 0.9372262773722628; 0.84343118817667
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; 6; svd_reconstruct; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.83516484 0.85714286 0.86263736 0.82417582 0.84444444]; 0.8443708609271523; 0.8112582781456954; 0.8445767195767195; 0.8616684266103485; 0.8986784140969163; 0.855726872246696; 0.8580060422960726; 0.9342105263157895; 0.8437719298245614; 0.8421052631578948; 0.9440993788819876; 0.801836923483547; 0.8566198901769373; 0.9152542372881356; 0.8435331589125241
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.81666667 0.80555556 0.85       0.83707865 0.83707865]; 0.7986577181208053; 0.8288590604026845; 0.8451742627345844; 0.8775510204081634; 0.9598214285714286; 0.8660714285714286; 0.8305084745762712; 0.9423076923076923; 0.7915763813651138; 0.8391167192429022; 0.9432624113475178; 0.8346885305145232; 0.8600847970926712; 0.9530201342281879; 0.8453186347178423
svm_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; 6; svd_reconstruct; svdne; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.85632184 0.7816092  0.8045977  0.81395349 0.8372093 ]; 0.7638888888888888; 0.7951388888888888; 0.8183079056865464; 0.8484848484848486; 0.8729792147806005; 0.8441108545034641; 0.7733333333333333; 0.7532467532467533; 0.764683078115914; 0.7900355871886121; 0.8283582089552238; 0.7972959875944952; 0.8220108695652173; 0.8391123439667129; 0.8183079056865464
ensemble_model_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; 6; svd_reconstruct; svdne; 780; 260; 260; 0.6; 0.2; 0.2; [0.83974359 0.86538462 0.83974359 0.83974359 0.84615385]; 0.8269230769230769; 0.8076923076923077; 0.8515384615384616; 0.8727272727272727; 0.8615384615384616; 0.8743589743589744; 0.8363636363636363; 0.92; 0.8303703703703703; 0.8134328358208955; 0.8650793650793651; 0.8094053541814736; 0.853008377760853; 0.8736349453978159; 0.8518402344591508
ensemble_model_v2_N16_B142_E158_nb_zones_6_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 984; 328; 328; 0.6; 0.2; 0.2; [0.82323232 0.84848485 0.84183673 0.79081633 0.83163265]; 0.8689024390243902; 0.7835365853658537; 0.8682926829268293; 0.899009900990099; 0.9227642276422764; 0.8963414634146342; 0.8708708708708709; 0.9177215189873418; 0.8706254653760238; 0.8033240997229917; 0.8333333333333334; 0.7803030303030304; 0.8732394366197184; 0.9029126213592233; 0.8681229773462783
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; 8; svd_reconstruct; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.76923077 0.75641026 0.75213675 0.77777778 0.83333333]; 0.8461538461538461; 0.9; 0.9230769230769231; 0.9545049063336307; 0.9145299145299145; 0.9564102564102563; 0.8484848484848485; 0.8795811518324608; 0.8468257517956274; 0.9022556390977443; 0.9137055837563451; 0.8998579732253229; 0.9217118997912317; 0.9075025693730729; 0.9230450410836706
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; 8; svd_reconstruct; svd; 1146; 382; 382; 0.6; 0.2; 0.2; [0.77391304 0.74782609 0.80869565 0.82894737 0.77192982]; 0.8691099476439791; 0.8795811518324608; 0.9130890052356021; 0.935064935064935; 0.8795811518324608; 0.9389179755671903; 0.868421052631579; 0.8776595744680851; 0.8692421583680632; 0.8802083333333334; 0.8941798941798942; 0.8797324341365791; 0.9098805646036917; 0.8821052631578947; 0.9129276315789473
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.89915966 0.85294118 0.79831933 0.81092437 0.82352941]; 0.8106060606060606; 0.797979797979798; 0.8607467204843592; 0.8985750209555742; 0.9008403361344538; 0.8983193277310924; 0.8166259168704156; 0.8308457711442786; 0.8102946804439342; 0.8067632850241546; 0.8434343434343434; 0.7979797979797979; 0.863095238095238; 0.8752515090543259; 0.860702677604086
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; 8; svd_reconstruct; svdn; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.8677686  0.83471074 0.84710744 0.83884298 0.83057851]; 0.8610421836228288; 0.8436724565756824; 0.8492063492063492; 0.8593155893536122; 0.9338842975206612; 0.8471074380165289; 0.8634146341463415; 0.8805970149253731; 0.8610905866706073; 0.8531468531468532; 0.8926829268292683; 0.8428061098792805; 0.8588672237697307; 0.9149357072205737; 0.8490101421675009
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; 8; svd_reconstruct; svdn; 1266; 422; 422; 0.6; 0.2; 0.2; [0.78740157 0.83070866 0.81889764 0.81349206 0.82142857]; 0.8199052132701422; 0.8507109004739336; 0.862085308056872; 0.888888888888889; 0.9605055292259084; 0.8799368088467615; 0.8403361344537815; 0.9389671361502347; 0.818765864725835; 0.8627450980392157; 0.9339622641509434; 0.8503144654088051; 0.873643074250977; 0.9508506616257089; 0.8618321749193183
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 1134; 378; 378; 0.6; 0.2; 0.2; [0.82894737 0.85964912 0.81415929 0.80530973 0.81858407]; 0.8465608465608465; 0.8174603174603174; 0.8513227513227514; 0.8737704918032786; 0.9400352733686067; 0.8641975308641976; 0.8535353535353535; 0.9285714285714286; 0.8494897959183674; 0.8384074941451991; 0.895; 0.8126685393258427; 0.862457170827215; 0.928345626975764; 0.8509953427121115
svm_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; 8; svd_reconstruct; svdne; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.75210084 0.81932773 0.75630252 0.83050847 0.8220339 ]; 0.8405063291139241; 0.8683544303797468; 0.8203441295546559; 0.8051948051948051; 0.836424957841484; 0.7976391231028668; 0.845965770171149; 0.8963730569948186; 0.8417508849330531; 0.8767772511848342; 0.9158415841584159; 0.8672472169496742; 0.8279205041202132; 0.8643724696356275; 0.8203441295546559
ensemble_model_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; 8; svd_reconstruct; svdne; 1158; 386; 386; 0.6; 0.2; 0.2; [0.81465517 0.8362069  0.81034483 0.78448276 0.80869565]; 0.7772020725388601; 0.8341968911917098; 0.8476683937823835; 0.8767123287671232; 0.8842832469775475; 0.8756476683937824; 0.770053475935829; 0.75; 0.7770618556701031; 0.8383838383838385; 0.8137254901960784; 0.8354341736694678; 0.8482972136222909; 0.8430769230769231; 0.8477164720096657
ensemble_model_v2_N16_B142_E158_nb_zones_8_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.88888889 0.856      0.848      0.8        0.856     ]; 0.8249400479616307; 0.7937649880095923; 0.862895493767977; 0.897497982243745; 0.8881789137380192; 0.8985623003194888; 0.8395604395604396; 0.8883720930232558; 0.8228989177987566; 0.8054298642533938; 0.8811881188118812; 0.7964080128943126; 0.8661048689138576; 0.8868648130393096; 0.862895493767977
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; 10; svd_reconstruct; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.83774834 0.82119205 0.83443709 0.85761589 0.79333333]; 0.8087557603686636; 0.8064516129032258; 0.9015151515151515; 0.95407813570939; 0.9230769230769231; 0.9555702917771882; 0.8167770419426048; 0.8222222222222222; 0.808240297713982; 0.8133333333333334; 0.8755980861244019; 0.808910154173312; 0.900931414055885; 0.8956228956228957; 0.9015151515151516
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; 10; svd_reconstruct; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.86986301 0.85958904 0.82413793 0.84827586 0.83793103]; 0.8264642082429501; 0.7570498915401301; 0.9036195286195287; 0.9738884968242766; 0.9491059147180193; 0.9745529573590097; 0.8275862068965517; 0.8275862068965517; 0.8264568589067911; 0.7627118644067797; 0.7860262008733624; 0.7572372383677157; 0.9026774330641734; 0.8939393939393939; 0.9036195286195285
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.85472973 0.90540541 0.85810811 0.84693878 0.88435374]; 0.7466666666666667; 0.78; 0.8560606060606061; 0.911825017088175; 0.9037940379403794; 0.9126016260162602; 0.782442748091603; 0.8874458874458875; 0.7428097017138113; 0.8062622309197651; 0.9406392694063926; 0.7841724485560102; 0.8630904723779024; 0.9074074074074074; 0.8560606060606061
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; 10; svd_reconstruct; svdn; 1304; 434; 434; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.79007634 0.85114504 0.78846154 0.73846154 0.81923077]; 0.8824884792626728; 0.8755760368663594; 0.830110497237569; 0.8176795580110497; 0.9079754601226994; 0.7975460122699387; 0.8903225806451612; 0.9627906976744186; 0.8832218328554742; 0.8836206896551725; 0.9624413145539906; 0.87714825908695; 0.8447623054270088; 0.9296296296296296; 0.8306573056573057
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; 10; svd_reconstruct; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.84899329 0.80201342 0.82885906 0.81879195 0.80405405]; 0.8445945945945946; 0.8423423423423423; 0.8421717171717171; 0.8560975609756097; 0.9435483870967742; 0.8413978494623656; 0.8606060606060606; 0.9141630901287554; 0.8409678009885483; 0.8471615720524016; 0.919431279620853; 0.8459817342310274; 0.8553798688777479; 0.9335016835016835; 0.8421717171717171
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.87025316 0.85443038 0.88216561 0.84713376 0.87579618]; 0.7855361596009975; 0.7655860349127181; 0.8716329966329966; 0.9253731343283583; 0.9847522236340533; 0.920584498094028; 0.8036529680365297; 0.9166666666666666; 0.7908692185007975; 0.7965367965367965; 0.8803827751196173; 0.7605038875598087; 0.8815533980582524; 0.9553872053872053; 0.8716329966329965
svm_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; 10; svd_reconstruct; svdne; 1506; 502; 502; 0.6; 0.2; 0.2; [0.8410596  0.83443709 0.81125828 0.83333333 0.86      ]; 0.8275862068965517; 0.8160919540229885; 0.8337542087542088; 0.846153846153846; 0.8764940239043825; 0.8406374501992031; 0.8329621380846326; 0.8779342723004695; 0.8286067757898744; 0.817351598173516; 0.8063063063063063; 0.8162986930592563; 0.8385778504290968; 0.8636363636363636; 0.8337542087542088
ensemble_model_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; 10; svd_reconstruct; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; [0.82758621 0.82068966 0.86551724 0.84722222 0.86458333]; 0.7870967741935484; 0.8086021505376344; 0.843013468013468; 0.8745762711864407; 0.8921161825726142; 0.872060857538036; 0.7852494577006507; 0.8044444444444444; 0.787638888888889; 0.8102345415778252; 0.7916666666666666; 0.8091666666666666; 0.844906444906445; 0.8552188552188552; 0.843013468013468
ensemble_model_v2_N16_B142_E158_nb_zones_10_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.83757962 0.8343949  0.83121019 0.82802548 0.80573248]; 0.7990074441687345; 0.7642679900744417; 0.8619528619528619; 0.9031847133757962; 0.9031847133757962; 0.9031847133757962; 0.7851458885941643; 0.751269035532995; 0.7979646148538762; 0.7721822541966428; 0.7815533980582524; 0.7638731457296338; 0.8612521150592217; 0.8569023569023569; 0.8619528619528619
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; 12; svd_reconstruct; svd; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.86       0.82       0.85632184 0.8591954  0.81321839]; 0.7341772151898734; 0.7563291139240507; 0.9116161616161617; 0.9710914454277286; 0.9438073394495413; 0.9719036697247707; 0.7000000000000001; 0.6363636363636364; 0.7317620650953983; 0.750809061488673; 0.7160493827160493; 0.7573753407086741; 0.9080560420315237; 0.872895622895623; 0.9116161616161617
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; 12; svd_reconstruct; svd; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.84593023 0.85755814 0.84011628 0.80813953 0.81871345]; 0.790273556231003; 0.78419452887538; 0.8560606060606061; 0.8849658314350798; 0.9045401629802096; 0.8824214202561118; 0.7976539589442816; 0.8607594936708861; 0.7929528462506477; 0.8096514745308311; 0.8830409356725146; 0.7801280627729663; 0.8615384615384616; 0.8956228956228957; 0.8560606060606062
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svd; 16; 142; 158; zones; svd_reconstruct; svd; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.81081081 0.8        0.83243243 0.81891892 0.78108108]; 0.844106463878327; 0.8555133079847909; 0.8813131313131313; 0.8906838987614432; 0.894054054054054; 0.8902702702702704; 0.856140350877193; 0.9104477611940298; 0.8428207798218211; 0.8623188405797101; 0.9224806201550387; 0.8567626981372208; 0.8833746898263026; 0.898989898989899; 0.8813131313131314
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; 12; svd_reconstruct; svdn; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.86647727 0.84375    0.78       0.84857143 0.84285714]; 0.8231511254019293; 0.8102893890675241; 0.8362794612794613; 0.8568453930244663; 0.9384264538198404; 0.8432155074116305; 0.8348348348348349; 0.8580246913580247; 0.8216297953434418; 0.8102893890675241; 0.8456375838926175; 0.8117076808351975; 0.8483430799220272; 0.9158249158249159; 0.8362794612794613
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; 12; svd_reconstruct; svdn; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.85555556 0.8547486  0.83798883 0.8547486  0.82681564]; 0.8561643835616438; 0.8184931506849316; 0.8619528619528619; 0.8792120269569724; 0.9464285714285714; 0.8699776785714285; 0.861842105263158; 0.903448275862069; 0.8564860426929393; 0.8262295081967214; 0.8571428571428571; 0.8182266009852217; 0.8707643814026792; 0.9301346801346801; 0.861952861952862
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svdn; 16; 142; 158; zones; svd_reconstruct; svdn; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.84195402 0.83908046 0.84482759 0.84482759 0.86705202]; 0.7899686520376176; 0.8087774294670846; 0.8547979797979798; 0.8822571893651655; 0.9355581127733027; 0.8751438434982739; 0.8057971014492754; 0.9328859060402684; 0.7987958941966048; 0.8364611260053619; 0.9176470588235294; 0.8011054086063956; 0.8652869972666927; 0.9326599326599326; 0.8547979797979797
svm_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; 12; svd_reconstruct; svdne; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.79651163 0.80232558 0.81686047 0.77325581 0.79069767]; 0.8445121951219512; 0.8902439024390244; 0.819023569023569; 0.8095502498611882; 0.8476744186046512; 0.8005813953488372; 0.8579387186629526; 0.9506172839506173; 0.845790569686152; 0.9; 0.9759036144578314; 0.8891863751301503; 0.8293650793650794; 0.8796296296296297; 0.8190235690235691
ensemble_model_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; 12; svd_reconstruct; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.83050847 0.78531073 0.82102273 0.80681818 0.83522727]; 0.8660130718954249; 0.8235294117647058; 0.8409090909090909; 0.8456082924168031; 0.8786848072562359; 0.8395691609977324; 0.8818443804034584; 0.9216867469879518; 0.8608433734939759; 0.8111888111888111; 0.8285714285714286; 0.8239242685025818; 0.8467153284671534; 0.8787878787878788; 0.8409090909090909
ensemble_model_v2_N16_B142_E158_nb_zones_12_svd_reconstruct_svdne; 16; 142; 158; zones; svd_reconstruct; svdne; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.83977901 0.79166667 0.81388889 0.82777778 0.85555556]; 0.794425087108014; 0.7839721254355401; 0.8623737373737373; 0.8873085339168489; 0.9001109877913429; 0.8856825749167592; 0.8249258160237389; 0.9788732394366197; 0.7963331714424479; 0.8176470588235294; 0.9586206896551724; 0.7821272462360369; 0.8694610778443113; 0.9166666666666666; 0.8623737373737372
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; 4; svd_reconstruct; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.77868852 0.74590164 0.78333333 0.66666667 0.71666667]; 0.7711442786069652; 0.8109452736318408; 0.8508946322067594; 0.8777777777777778; 0.7847682119205298; 0.890728476821192; 0.7472527472527473; 0.6666666666666666; 0.7727272727272727; 0.8; 0.7676767676767676; 0.8103089720736779; 0.8355263157894736; 0.757455268389662; 0.8508946322067594
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; 4; svd_reconstruct; svd; 522; 174; 174; 0.6; 0.2; 0.2; [0.83962264 0.81730769 0.75       0.79807692 0.79807692]; 0.7413793103448276; 0.7873563218390804; 0.8367816091954023; 0.8712446351931331; 0.7777777777777778; 0.8850574712643677; 0.6715328467153284; 0.5609756097560976; 0.7315747613997879; 0.7612903225806452; 0.7195121951219512; 0.7836691410392365; 0.8126649076517152; 0.7247058823529412; 0.834263053536021
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.70535714 0.76785714 0.78181818 0.72727273 0.75454545]; 0.7771739130434783; 0.8315217391304348; 0.8221258134490239; 0.8025751072961373; 0.6750902527075813; 0.8339350180505416; 0.7734806629834253; 0.7291666666666666; 0.7793560606060606; 0.8410256410256411; 0.82; 0.8326190476190475; 0.8052256532066507; 0.7167019027484144; 0.8249433789911336
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; 4; svd_reconstruct; svdn; 552; 184; 184; 0.6; 0.2; 0.2; [0.75892857 0.80909091 0.74545455 0.75454545 0.7       ]; 0.7336956521739131; 0.6956521739130435; 0.7597826086956522; 0.8006872852233676; 0.8442028985507246; 0.7898550724637681; 0.7822222222222222; 0.8979591836734694; 0.7222354057902232; 0.7333333333333334; 0.8555555555555555; 0.6990543735224588; 0.7826941986234021; 0.8577586206896551; 0.7589231699939504
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; 4; svd_reconstruct; svdn; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.78813559 0.78813559 0.72033898 0.75       0.75862069]; 0.6615384615384615; 0.7333333333333333; 0.819672131147541; 0.9006849315068493; 0.8976109215017065; 0.901023890784983; 0.6489361702127658; 0.6421052631578947; 0.6610526315789473; 0.7373737373737372; 0.6886792452830188; 0.7375980496078015; 0.8185567010309279; 0.8036437246963563; 0.8198716548792985
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.75454545 0.75454545 0.77777778 0.67592593 0.64814815]; 0.712707182320442; 0.6629834254143646; 0.8156732891832229; 0.9014598540145986; 0.9080882352941176; 0.9007352941176472; 0.7319587628865979; 0.7171717171717171; 0.7122443951712244; 0.6592178770949721; 0.6704545454545454; 0.6631842619745846; 0.8186753528773073; 0.8213507625272332; 0.8155970814873303
svm_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; 4; svd_reconstruct; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.72033898 0.75423729 0.72881356 0.72413793 0.75862069]; 0.7435897435897436; 0.7589743589743589; 0.7438524590163934; 0.7192660550458715; 0.6689419795221843; 0.7389078498293515; 0.7252747252747251; 0.6666666666666666; 0.7447916666666666; 0.7403314917127072; 0.6504854368932039; 0.7654601097509498; 0.724669603524229; 0.6646464646464646; 0.745005145005145
ensemble_model_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; 4; svd_reconstruct; svdne; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.69444444 0.62037037 0.63888889 0.72222222 0.61320755]; 0.7541899441340782; 0.8100558659217877; 0.8035714285714286; 0.8008130081300812; 0.7323420074349443; 0.8178438661710038; 0.6857142857142857; 0.5393258426966292; 0.752996254681648; 0.7536231884057972; 0.65; 0.7946969696969697; 0.7714285714285715; 0.678082191780822; 0.8008314889035114
ensemble_model_v2_N16_B184_E200_nb_zones_4_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.76984127 0.80952381 0.79365079 0.80645161 0.76612903]; 0.7451923076923077; 0.75; 0.8234165067178503; 0.8581687612208259; 0.7635782747603834; 0.8738019169329074; 0.7225130890052356; 0.6831683168316832; 0.7434533172943463; 0.7011494252873562; 0.6354166666666666; 0.7418154761904762; 0.8004338394793926; 0.7235294117647059; 0.8213511720477665
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; 6; svd_reconstruct; svd; 802; 267; 267; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.66666667 0.71875    0.7625     0.64375    0.7125    ]; 0.8014981273408239; 0.7940074906367042; 0.7395209580838323; 0.6694214876033057; 0.6059850374064838; 0.7007481296758103; 0.812720848056537; 0.8333333333333334; 0.8003875968992249; 0.7955390334572491; 0.7588652482269503; 0.7960992907801417; 0.727699530516432; 0.6838235294117647; 0.7405398134863702
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; 6; svd_reconstruct; svd; 966; 322; 322; 0.6; 0.2; 0.2; [0.66494845 0.7628866  0.74742268 0.765625   0.69270833]; 0.8074534161490683; 0.8478260869565217; 0.8360248447204969; 0.8136419001218028; 0.6915113871635611; 0.841614906832298; 0.7832167832167832; 0.8115942028985508; 0.8079710144927537; 0.848297213622291; 0.8154761904761905; 0.8492965367965367; 0.8153846153846154; 0.7389100126742713; 0.8341322292360394
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.81460674 0.80337079 0.78651685 0.80898876 0.82022472]; 0.8074324324324325; 0.7702702702702703; 0.8387314439946019; 0.8596059113300492; 0.7842696629213484; 0.8719101123595505; 0.7912087912087912; 0.7605633802816901; 0.8056063654655203; 0.7553956834532375; 0.7142857142857143; 0.7698945349952062; 0.8246515040352164; 0.7656675749318801; 0.8380476912092555
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; 6; svd_reconstruct; svdn; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.75609756 0.76829268 0.75       0.74390244 0.71341463]; 0.7216117216117216; 0.6996336996336996; 0.7789165446559297; 0.826923076923077; 0.8390243902439024; 0.8243902439024391; 0.7226277372262775; 0.6923076923076923; 0.7230769230769231; 0.7092198581560285; 0.6944444444444444; 0.6999354005167958; 0.7824207492795389; 0.7790530846484935; 0.7789136873167728
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; 6; svd_reconstruct; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.73404255 0.78723404 0.78191489 0.75268817 0.73655914]; 0.7756410256410257; 0.7532051282051282; 0.8647435897435898; 0.928888888888889; 0.8931623931623932; 0.9316239316239316; 0.7839506172839507; 0.8089171974522293; 0.7754263406615985; 0.7687687687687688; 0.7710843373493976; 0.7519805248390824; 0.8644829800899166; 0.8508217446270544; 0.8649427318713946
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.72093023 0.80232558 0.76744186 0.78488372 0.77647059]; 0.7657342657342657; 0.6748251748251748; 0.8195804195804196; 0.8868360277136259; 0.8951048951048951; 0.8857808857808858; 0.7697594501718212; 0.7887323943661971; 0.7658939749608763; 0.6436781609195402; 0.711864406779661; 0.6803369652945924; 0.8180535966149507; 0.841799709724238; 0.8203600437959921
svm_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; 6; svd_reconstruct; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.72916667 0.67894737 0.73157895 0.72631579 0.72105263]; 0.7066246056782335; 0.7728706624605678; 0.7717528373266078; 0.7490445859872612; 0.6176470588235294; 0.7930672268907564; 0.651685393258427; 0.5471698113207547; 0.7071292094578457; 0.7313432835820897; 0.6282051282051282; 0.7706243032329989; 0.7257575757575756; 0.6055625790139064; 0.7713347486264501
ensemble_model_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; 6; svd_reconstruct; svdne; 888; 296; 296; 0.6; 0.2; 0.2; [0.78089888 0.82022472 0.79775281 0.79213483 0.77272727]; 0.7398648648648649; 0.7466216216216216; 0.8189189189189189; 0.8542713567839195; 0.7657657657657657; 0.8693693693693694; 0.7335640138408306; 0.6883116883116883; 0.7420431680995061; 0.7311827956989247; 0.6938775510204082; 0.7462676345706067; 0.8035190615835777; 0.7355704697986577; 0.8194859151714378
ensemble_model_v2_N16_B184_E200_nb_zones_6_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 770; 256; 256; 0.6006240249609984; 0.1996879875195008; 0.1996879875195008; [0.77922078 0.74675325 0.7012987  0.81168831 0.77272727]; 0.80078125; 0.76953125; 0.8034321372854915; 0.8022284122562674; 0.7480519480519481; 0.8155844155844155; 0.7733333333333333; 0.7310924369747899; 0.7962031527939644; 0.7854545454545455; 0.75; 0.7723214285714286; 0.793103448275862; 0.7453703703703703; 0.8040731978034816
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; 8; svd_reconstruct; svd; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.72881356 0.73931624 0.77777778 0.79487179 0.78632479]; 0.8128205128205128; 0.7692307692307693; 0.8283811475409836; 0.828; 0.7064846416382252; 0.8532423208191127; 0.8132992327365729; 0.8112244897959183; 0.81282873974332; 0.7761194029850746; 0.7609756097560976; 0.769676994067238; 0.8131622978248746; 0.7386018237082067; 0.8294045387971084
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; 8; svd_reconstruct; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.81404959 0.8125     0.80833333 0.79583333 0.82083333]; 0.735; 0.76; 0.8451548451548452; 0.9018181818181817; 0.8252911813643927; 0.9101497504159735; 0.7282051282051282; 0.6574074074074074; 0.7417471819645733; 0.7405405405405405; 0.6989795918367347; 0.7588035214085634; 0.8333333333333334; 0.7650542941757157; 0.8461267426389195
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.83057851 0.83884298 0.84297521 0.8553719  0.8375    ]; 0.7587064676616916; 0.7736318407960199; 0.8359840954274353; 0.8672897196261683; 0.7682119205298014; 0.8824503311258277; 0.771764705882353; 0.784688995215311; 0.7576294717009197; 0.7533875338753387; 0.7433155080213903; 0.7716577540106951; 0.822961373390558; 0.767; 0.8355750988142292
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; 8; svd_reconstruct; svdn; 1236; 412; 412; 0.6; 0.2; 0.2; [0.69354839 0.73790323 0.69758065 0.69918699 0.73577236]; 0.8009708737864077; 0.7184466019417476; 0.7407766990291262; 0.740340030911901; 0.7750809061488673; 0.7281553398058253; 0.8084112149532711; 0.8046511627906977; 0.800802738755755; 0.7251184834123223; 0.7846153846153846; 0.7218007798652959; 0.7509328358208954; 0.7830739299610895; 0.7408586704069013
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; 8; svd_reconstruct; svdn; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.71304348 0.64782609 0.7173913  0.71304348 0.67105263]; 0.7303664921465969; 0.7670157068062827; 0.797071129707113; 0.8231046931407942; 0.794425087108014; 0.8292682926829269; 0.7553444180522566; 0.7871287128712872; 0.726897689768977; 0.7664041994750658; 0.8156424581005587; 0.7698901945675207; 0.7968586387434555; 0.7968586387434555; 0.7970709076684885
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.78278689 0.75819672 0.76033058 0.74793388 0.78099174]; 0.698019801980198; 0.6831683168316832; 0.7893175074183977; 0.8530884808013356; 0.841845140032949; 0.8550247116968699; 0.7288888888888889; 0.7663551401869159; 0.6937038858829315; 0.6878048780487804; 0.7580645161290323; 0.6886652855874519; 0.793002915451895; 0.8103277060575969; 0.7894003062307687
svm_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; 8; svd_reconstruct; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.77419355 0.75609756 0.75609756 0.78455285 0.77642276]; 0.7536585365853659; 0.7536585365853659; 0.76364522417154; 0.7401285583103766; 0.6542207792207793; 0.7702922077922078; 0.7247956403269755; 0.6616915422885572; 0.751898402723226; 0.721763085399449; 0.6390243902439025; 0.7536585365853659; 0.7333699835074217; 0.6526418786692759; 0.7632141432181332
ensemble_model_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; 8; svd_reconstruct; svdne; 1146; 382; 382; 0.6; 0.2; 0.2; [0.79565217 0.74782609 0.7826087  0.78947368 0.74122807]; 0.7984293193717278; 0.7827225130890052; 0.7863874345549738; 0.7606177606177607; 0.68760907504363; 0.7835951134380454; 0.8098765432098765; 0.803921568627451; 0.7980282000440626; 0.7762803234501348; 0.7955801104972375; 0.7833621945521013; 0.7748344370860927; 0.732776617954071; 0.7865563762039263
ensemble_model_v2_N16_B184_E200_nb_zones_8_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.79583333 0.85       0.79583333 0.7875     0.79166667]; 0.78; 0.79; 0.816; 0.8246869409660107; 0.7683333333333333; 0.8366666666666667; 0.7671957671957671; 0.7178217821782178; 0.7806280628062806; 0.7961165048543688; 0.7884615384615384; 0.7900641025641024; 0.8071278825995807; 0.7623762376237624; 0.8165416541654166
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; 10; svd_reconstruct; svd; 1542; 514; 514; 0.6; 0.2; 0.2; [0.78387097 0.80519481 0.77272727 0.81168831 0.76298701]; 0.7146282973621103; 0.7793764988009593; 0.8358585858585859; 0.8690563277249452; 0.7704280155642024; 0.8839169909208819; 0.6940874035989718; 0.6428571428571429; 0.7151483781918564; 0.7604166666666666; 0.7053140096618358; 0.778847481021394; 0.8177570093457943; 0.7365319865319865; 0.835858585858586
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; 10; svd_reconstruct; svd; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.81132075 0.82075472 0.77672956 0.80379747 0.75316456]; 0.7670886075949367; 0.7924050632911392; 0.8388047138047138; 0.851033499643621; 0.7528373266078184; 0.8682219419924339; 0.7664974619289341; 0.7330097087378641; 0.7686212564853341; 0.7747252747252749; 0.746031746031746; 0.7904916011712128; 0.8227672373900972; 0.7483164983164983; 0.8388047138047138
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 1338; 446; 446; 0.6; 0.2; 0.2; [0.78731343 0.80223881 0.76865672 0.82089552 0.84586466]; 0.7982062780269058; 0.7286995515695067; 0.816591928251121; 0.8330522765598651; 0.7384155455904334; 0.8520179372197308; 0.8008849557522124; 0.8080357142857143; 0.7981620012870012; 0.734065934065934; 0.7660550458715596; 0.7295187510059551; 0.8045867176301958; 0.7578757875787578; 0.816382040348807
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; 10; svd_reconstruct; svdn; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.77597403 0.79545455 0.74836601 0.75490196 0.7875817 ]; 0.7339667458432304; 0.7268408551068883; 0.7752525252525253; 0.8040842373962986; 0.8213820078226858; 0.7998696219035203; 0.7294685990338163; 0.7122641509433962; 0.7341225060937075; 0.7228915662650601; 0.7177033492822966; 0.7267762029430351; 0.7771285475792988; 0.7836700336700336; 0.7752525252525253
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; 10; svd_reconstruct; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.74671053 0.78145695 0.76821192 0.7781457  0.79139073]; 0.7129629629629629; 0.7106481481481481; 0.7786195286195287; 0.8171617161716173; 0.8187830687830688; 0.8167989417989419; 0.7372881355932204; 0.7699115044247787; 0.7101984706589913; 0.7228381374722838; 0.7912621359223301; 0.7142151387576251; 0.7842493847415916; 0.8047138047138047; 0.7786195286195285
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.78767123 0.76027397 0.78082192 0.80479452 0.75684932]; 0.6615720524017468; 0.6441048034934498; 0.7786195286195287; 0.8631578947368421; 0.8986301369863013; 0.8575342465753424; 0.6918489065606362; 0.7341772151898734; 0.6589438112148461; 0.6625258799171843; 0.7239819004524887; 0.6468010768085228; 0.7901037509976059; 0.8333333333333334; 0.7786195286195285
svm_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; 10; svd_reconstruct; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; [0.72068966 0.75172414 0.73103448 0.79166667 0.75      ]; 0.7569892473118279; 0.7634408602150538; 0.7533670033670034; 0.7161845191555902; 0.6334716459197787; 0.7489626556016598; 0.744920993227991; 0.6707317073170732; 0.7623064929279431; 0.725; 0.6621004566210046; 0.7578794966031852; 0.7238454288407163; 0.6464646464646465; 0.7533670033670035
ensemble_model_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; 10; svd_reconstruct; svdne; 1458; 486; 486; 0.6; 0.2; 0.2; [0.72260274 0.78082192 0.78767123 0.77054795 0.81724138]; 0.7494553376906318; 0.7603485838779956; 0.7904040404040404; 0.7988209285187914; 0.7434842249657064; 0.8127572016460906; 0.7103274559193955; 0.6266666666666667; 0.7470940170940171; 0.736842105263158; 0.6581196581196581; 0.7623931623931623; 0.770718232044199; 0.7045454545454546; 0.7904040404040404
ensemble_model_v2_N16_B184_E200_nb_zones_10_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.77516779 0.76174497 0.77702703 0.73986486 0.76689189]; 0.8183856502242153; 0.8116591928251121; 0.8143939393939394; 0.7949479940564635; 0.7210242587601078; 0.8140161725067386; 0.8111888111888111; 0.7767857142857143; 0.8185730373230374; 0.8046511627906977; 0.7792792792792793; 0.8115146396396397; 0.7999999999999999; 0.7424242424242424; 0.8143939393939393
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; 12; svd_reconstruct; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.7150838  0.76966292 0.75280899 0.76685393 0.81741573]; 0.7878787878787878; 0.7912457912457912; 0.8463804713804713; 0.8449612403100775; 0.734006734006734; 0.8653198653198654; 0.7820069204152249; 0.7197452229299363; 0.7920154686078253; 0.7578125000000001; 0.6928571428571428; 0.785919017288444; 0.8256091734352604; 0.7272727272727273; 0.8463804713804715
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; 12; svd_reconstruct; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.76436782 0.8045977  0.79022989 0.7716763  0.71098266]; 0.78125; 0.815625; 0.7941919191919192; 0.7785977859778598; 0.7292626728110599; 0.7926267281105991; 0.7865853658536587; 0.7771084337349398; 0.7814113597246126; 0.8052805280528053; 0.7922077922077922; 0.8147785948990768; 0.7833407177669472; 0.7441077441077442; 0.7941919191919193
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svd; 16; 184; 200; zones; svd_reconstruct; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.79508197 0.80327869 0.81420765 0.76229508 0.75      ]; 0.8467153284671532; 0.8175182481751825; 0.8308080808080808; 0.8143712574850299; 0.7439824945295405; 0.8304157549234135; 0.8432835820895523; 0.8432835820895522; 0.8466417910447761; 0.8148148148148148; 0.7857142857142857; 0.818230277185501; 0.8179347826086957; 0.76010101010101; 0.8308080808080807
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; 12; svd_reconstruct; svdn; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.77428571 0.77714286 0.74857143 0.77428571 0.76724138]; 0.7611464968152867; 0.7165605095541401; 0.7781986531986532; 0.803677663601947; 0.8501144164759725; 0.7923340961098397; 0.7422680412371134; 0.7105263157894737; 0.759584145549058; 0.6898954703832753; 0.6111111111111112; 0.7200292397660819; 0.7828594973217964; 0.7996632996632996; 0.7781986531986531
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; 12; svd_reconstruct; svdn; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.73684211 0.6957672  0.73544974 0.74603175 0.76984127]; 0.7148760330578512; 0.7520661157024794; 0.8312289562289562; 0.859358841778697; 0.8784355179704016; 0.8562367864693446; 0.7315175097276264; 0.8103448275862069; 0.7186644772851669; 0.7656250000000001; 0.7777777777777778; 0.7509578544061303; 0.8361258684102983; 0.8611111111111112; 0.8312289562289563
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svdn; 16; 184; 200; zones; svd_reconstruct; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.76666667 0.68333333 0.74722222 0.74022346 0.69553073]; 0.7379310344827587; 0.803448275862069; 0.8320707070707071; 0.850896860986547; 0.8452115812917594; 0.8518930957683742; 0.7304964539007093; 0.7304964539007093; 0.7377314484268647; 0.8131147540983606; 0.8322147651006712; 0.8026322052453712; 0.8317165752846901; 0.82996632996633; 0.832070707070707
svm_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; 12; svd_reconstruct; svdne; 1746; 582; 582; 0.6; 0.2; 0.2; [0.76       0.73428571 0.72       0.77298851 0.74712644]; 0.7841269841269841; 0.8253968253968254; 0.7647306397306397; 0.7298636926889716; 0.6746849942726232; 0.7502863688430699; 0.7462686567164178; 0.5952380952380952; 0.7976190476190477; 0.7698744769874477; 0.6258503401360545; 0.8129251700680272; 0.7364450730787364; 0.6574074074074074; 0.7647306397306397
ensemble_model_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; 12; svd_reconstruct; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.79005525 0.76519337 0.73756906 0.81491713 0.71944444]; 0.7887323943661971; 0.7852112676056338; 0.7962962962962963; 0.7817197835237523; 0.7190265486725663; 0.7992256637168142; 0.7777777777777778; 0.7094594594594594; 0.7922297297297297; 0.7662835249042146; 0.7352941176470589; 0.78318759936407; 0.7793983591613491; 0.7196969696969697; 0.7962962962962963
ensemble_model_v2_N16_B184_E200_nb_zones_12_svd_reconstruct_svdne; 16; 184; 200; zones; svd_reconstruct; svdne; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.7798913  0.80978261 0.82786885 0.83606557 0.75956284]; 0.7011070110701108; 0.7785977859778598; 0.8131313131313131; 0.8203912270302312; 0.7546346782988005; 0.8347873500545256; 0.6943396226415093; 0.7022900763358778; 0.7011450381679388; 0.7872340425531914; 0.7928571428571428; 0.7781079607415484; 0.8012533572068038; 0.7533670033670034; 0.8131313131313131
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; 4; ica_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.64285714 0.67857143 0.74107143 0.6875     0.69090909]; 0.6236559139784946; 0.6505376344086021; 0.6913978494623656; 0.7475083056478407; 0.8064516129032258; 0.7275985663082437; 0.6666666666666667; 0.8045977011494253; 0.634622082897945; 0.7004608294930875; 0.7835051546391752; 0.6445615660836326; 0.7210884353741497; 0.8012958963282938; 0.6918685049093289
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; 4; ica_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.84745763 0.8220339  0.90517241 0.86206897 0.82758621]; 0.5618556701030928; 0.5721649484536082; 0.8251028806584362; 0.9965635738831615; 0.9931506849315068; 0.9965753424657534; 0.62882096069869; 0.6857142857142857; 0.5507223113964688; 0.6139534883720931; 0.6875; 0.5733418367346939; 0.8343079922027291; 0.8681541582150102; 0.8244737388152295
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.86607143 0.88392857 0.91964286 0.875      0.89285714]; 0.5591397849462365; 0.5860215053763441; 0.8208154506437768; 0.9856115107913668; 0.9785714285714285; 0.9857142857142858; 0.6019417475728156; 0.6739130434782609; 0.5603607770582792; 0.6130653266331658; 0.7261904761904762; 0.5983893557422969; 0.8262226847034339; 0.8706140350877193; 0.821861639392599
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; 4; ica_diff; svdn; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.80357143 0.90178571 0.80909091 0.80909091 0.80909091]; 0.6032608695652174; 0.592391304347826; 0.8308026030368764; 0.9855595667870036; 0.9855595667870036; 0.9855595667870037; 0.6403940886699506; 0.6435643564356436; 0.5988906119527615; 0.5161290322580646; 0.5063291139240507; 0.581735985533454; 0.8289473684210527; 0.8271334792122538; 0.8307710406813957
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; 4; ica_diff; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.87301587 0.8968254  0.91269841 0.86507937 0.93650794]; 0.5285714285714286; 0.5523809523809524; 0.8161904761904762; 1.0; 1.0; 1.0; 0.543778801843318; 0.5363636363636364; 0.5281818181818182; 0.5765765765765765; 0.5517241379310345; 0.5524578136463683; 0.8194574368568757; 0.8096118299445472; 0.8163972705714877
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 564; 188; 188; 0.6; 0.2; 0.2; [0.92105263 0.85964912 0.94642857 0.92857143 0.83928571]; 0.5212765957446809; 0.5159574468085106; 0.8074468085106383; 1.0; 1.0; 1.0; 0.5588235294117647; 0.6263736263736264; 0.5245270193723802; 0.4858757062146893; 0.5180722891566265; 0.5161790017211704; 0.8084656084656084; 0.8377192982456141; 0.8083224590401625
svm_model_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; 4; ica_diff; svdne; 684; 228; 228; 0.6; 0.2; 0.2; [0.85507246 0.84782609 0.875      0.86029412 0.86029412]; 0.6052631578947368; 0.6578947368421053; 0.7824561403508772; 0.8675496688741722; 0.7660818713450293; 0.8830409356725146; 0.55; 0.514018691588785; 0.5999845524059627; 0.6666666666666665; 0.609375; 0.6646875; 0.7610789980732178; 0.6845753899480069; 0.7836731301427424
ensemble_model_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; 4; ica_diff; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.91071429 0.88392857 0.8125     0.87272727 0.88181818]; 0.5837837837837838; 0.5783783783783784; 0.826133909287257; 0.9891696750902527; 0.9856115107913669; 0.9892086330935252; 0.6577777777777777; 0.8314606741573034; 0.5928136704119851; 0.6578947368421052; 0.8522727272727273; 0.591084817244611; 0.8401191658391262; 0.9296703296703297; 0.8278924896759292
ensemble_model_v2_N26_B0_E26_nb_zones_4_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 630; 210; 210; 0.6; 0.2; 0.2; [0.92857143 0.92063492 0.95238095 0.92857143 0.9047619 ]; 0.6238095238095238; 0.5571428571428572; 0.8314285714285714; 0.9920760697305864; 0.9936507936507937; 0.9920634920634921; 0.6877470355731226; 0.8055555555555556; 0.6184640522875817; 0.6324110671936758; 0.8080808080808081; 0.5707070707070707; 0.8443271767810027; 0.9195402298850575; 0.8319292058516197
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; 6; ica_diff; svd; 888; 296; 296; 0.6; 0.2; 0.2; [0.61797753 0.60674157 0.70224719 0.62359551 0.63636364]; 0.5912162162162162; 0.5506756756756757; 0.6256756756756757; 0.626865671641791; 0.5675675675675675; 0.6621621621621622; 0.5841924398625429; 0.5743243243243243; 0.5912162162162162; 0.5639344262295082; 0.6099290780141844; 0.5533516357812858; 0.6042857142857143; 0.5770804911323328; 0.6252202991136897
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; 6; ica_diff; svd; 990; 330; 330; 0.6; 0.2; 0.2; [0.81818182 0.89393939 0.88383838 0.85858586 0.86868687]; 0.5818181818181818; 0.5757575757575758; 0.8266666666666667; 0.9919028340080972; 0.98989898989899; 0.991919191919192; 0.6515151515151516; 0.821656050955414; 0.5929089503331983; 0.6373056994818653; 0.7834394904458599; 0.5853613637200398; 0.8384180790960452; 0.9171817058096415; 0.828388712595665
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.86021505 0.86021505 0.84408602 0.875      0.85869565]; 0.5844155844155844; 0.5487012987012987; 0.8184176394293126; 0.985792349726776; 0.9740820734341252; 0.9859611231101512; 0.6847290640394089; 0.9084967320261438; 0.5865064305292009; 0.6601466992665038; 0.8940397350993378; 0.5553001223267389; 0.838150289017341; 0.9452411994784876; 0.8190722126424697
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; 6; ica_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.84574468 0.90957447 0.89893617 0.88709677 0.85483871]; 0.5993589743589743; 0.592948717948718; 0.8384615384615385; 1.0; 1.0; 1.0; 0.6594005449591281; 0.8120805369127517; 0.6084942561864373; 0.6718346253229974; 0.8024691358024691; 0.5845679012345679; 0.850887573964497; 0.9229781771501926; 0.8385697543881565
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; 6; ica_diff; svdn; 720; 240; 240; 0.6; 0.2; 0.2; [0.89583333 0.88194444 0.94444444 0.93055556 0.92361111]; 0.6125; 0.575; 0.8375; 1.0; 1.0; 1.0; 0.7009646302250805; 0.8195488721804511; 0.5873445295481695; 0.6622516556291391; 0.8264462809917356; 0.5728870060420862; 0.8537134283570893; 0.9267100977198697; 0.8353687007370679
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.90116279 0.93023256 0.9244186  0.91860465 0.90116279]; 0.5734265734265734; 0.5209790209790209; 0.8191340782122905; 1.0; 1.0; 1.0; 0.6347305389221557; 0.7571428571428571; 0.57720156555773; 0.5650793650793651; 0.6691729323308271; 0.5306648975379626; 0.8283631544068919; 0.8890469416785206; 0.8203808096595622
svm_model_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; 6; ica_diff; svdne; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.85393258 0.87640449 0.88636364 0.88068182 0.86363636]; 0.6122448979591837; 0.5476190476190477; 0.7676630434782609; 0.8990435706695006; 0.9570135746606335; 0.8925339366515836; 0.6885245901639345; 0.7974683544303798; 0.5972635889798958; 0.5830721003134797; 0.6992481203007519; 0.5608041843739784; 0.7896678966789668; 0.8758526603001364; 0.7681022435465499
ensemble_model_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; 6; ica_diff; svdne; 840; 280; 280; 0.6; 0.2; 0.2; [0.88690476 0.85119048 0.80952381 0.875      0.9047619 ]; 0.5678571428571428; 0.6178571428571429; 0.8257142857142857; 0.981042654028436; 0.9857142857142858; 0.9809523809523809; 0.6366366366366367; 0.8217054263565892; 0.5863494019200164; 0.6862170087976539; 0.8297872340425532; 0.6163324659421399; 0.839262187088274; 0.9231884057971015; 0.8270871606450296
ensemble_model_v2_N26_B0_E26_nb_zones_6_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.84444444 0.91011236 0.88764045 0.8988764  0.89325843]; 0.5589225589225589; 0.5723905723905723; 0.8142664872139973; 0.9795454545454545; 0.9663677130044843; 0.9798206278026906; 0.6158357771260997; 0.7894736842105263; 0.5807124518613607; 0.6381766381766381; 0.7943262411347518; 0.5830605564648118; 0.8244274809160305; 0.9; 0.816840731070496
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; 8; ica_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.6092437  0.62605042 0.57983193 0.62184874 0.62605042]; 0.6136363636363636; 0.5984848484848485; 0.6367305751765893; 0.7228260869565217; 0.8941176470588236; 0.6571428571428571; 0.6622516556291391; 0.7653061224489796; 0.6151530612244898; 0.6595289079229122; 0.7623762376237624; 0.5951056445850771; 0.6989966555183945; 0.8418932527693856; 0.6363156860409112
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; 8; ica_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.90416667 0.83613445 0.86134454 0.86554622 0.85714286]; 0.6347607052896725; 0.5768261964735516; 0.8353474320241692; 0.9881956155143339; 0.9832214765100671; 0.988255033557047; 0.7082494969818913; 0.8669950738916257; 0.6293738256056067; 0.6557377049180327; 0.8421052631578947; 0.5877192982456141; 0.8493781667434362; 0.9322548028311426; 0.8357362278950096
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.86554622 0.89915966 0.88983051 0.8940678  0.88983051]; 0.6395939086294417; 0.6421319796954315; 0.8493914807302231; 0.988155668358714; 0.9864864864864865; 0.9881756756756757; 0.6635071090047393; 0.7142857142857143; 0.63997113997114; 0.6728538283062645; 0.7360406091370558; 0.6421319796954315; 0.854054054054054; 0.8822335025380711; 0.8494247553217203
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; 8; ica_diff; svdn; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.89380531 0.90707965 0.91071429 0.89732143 0.92410714]; 0.5401069518716578; 0.516042780748663; 0.8114316239316239; 1.0; 1.0; 1.0; 0.6371308016877637; 0.8118279569892473; 0.541552276366964; 0.6173361522198733; 0.8066298342541437; 0.5250765751581599; 0.8295509415741187; 0.9246501614639397; 0.8122720584626167
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; 8; ica_diff; svdn; 1268; 422; 422; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.91338583 0.90944882 0.87401575 0.88976378 0.90079365]; 0.5687203791469194; 0.5213270142180095; 0.8177083333333334; 0.9992107340173638; 0.998422712933754; 0.999211356466877; 0.5309278350515464; 0.49047619047619045; 0.5683513027852651; 0.5024630541871921; 0.4636363636363636; 0.5238973897389739; 0.8131974769529354; 0.7875939849624061; 0.8179382138552488
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92016807 0.88235294 0.92436975 0.90756303 0.88235294]; 0.6237373737373737; 0.5176767676767676; 0.8254288597376388; 0.9949494949494949; 0.9932773109243698; 0.9949579831932773; 0.6889352818371607; 0.7932692307692307; 0.6147197217675942; 0.5707865168539327; 0.654639175257732; 0.5203888945595591; 0.8361742424242424; 0.8856569709127382; 0.8250619879944403
svm_model_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; 8; ica_diff; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.75206612 0.78099174 0.7768595  0.7892562  0.78512397]; 0.6600496277915633; 0.652605459057072; 0.7420634920634921; 0.8227571115973742; 0.9322314049586777; 0.7991735537190083; 0.6935123042505593; 0.7948717948717948; 0.6642628205128205; 0.6728971962616823; 0.7024390243902439; 0.6517245627001724; 0.7684772929652717; 0.8587064676616916; 0.7424096136528042
ensemble_model_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; 8; ica_diff; svdne; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.89837398 0.91803279 0.90983607 0.89754098 0.88114754]; 0.5921375921375921; 0.6068796068796068; 0.8285854616895875; 0.9810699588477366; 0.9754500818330606; 0.9811783960720132; 0.5808080808080808; 0.5693069306930693; 0.5919705385172663; 0.5959595959595959; 0.59; 0.6065942028985507; 0.8261086198305929; 0.8183613030602171; 0.828535490239786
ensemble_model_v2_N26_B0_E26_nb_zones_8_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.91101695 0.89830508 0.88983051 0.88983051 0.91101695]; 0.6157760814249363; 0.5903307888040712; 0.8357070193285859; 0.9906858594411516; 0.9915254237288136; 0.990677966101695; 0.6463700234192037; 0.71875; 0.6180814676616915; 0.633257403189066; 0.702020202020202; 0.5894716394716395; 0.8422081094284318; 0.8795918367346939; 0.8358405431137973
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; 10; ica_diff; svd; 1354; 451; 451; 0.600177304964539; 0.1999113475177305; 0.1999113475177305; [0.70955882 0.65441176 0.57407407 0.64074074 0.6037037 ]; 0.6363636363636364; 0.6186252771618626; 0.648936170212766; 0.7080665813060179; 0.8168389955686853; 0.6632200886262924; 0.7007299270072993; 0.8533333333333334; 0.6368436578171093; 0.6993006993006993; 0.8695652173913043; 0.6135156403698603; 0.7046979865771812; 0.8348056537102474; 0.6482747129761202
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; 10; ica_diff; svd; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.86363636 0.81118881 0.84965035 0.85211268 0.8556338 ]; 0.6; 0.6168421052631579; 0.8329124579124579; 0.9823321554770318; 0.9747545582047685; 0.982468443197756; 0.658273381294964; 0.7593360995850622; 0.597616767741249; 0.6666666666666666; 0.7777777777777778; 0.6191793453204242; 0.8422725466825586; 0.8922558922558923; 0.8329124579124579
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 1494; 498; 498; 0.6; 0.2; 0.2; [0.87666667 0.86       0.87919463 0.89597315 0.88590604]; 0.546485260770975; 0.5736961451247166; 0.8253367003367004; 0.9818426361802287; 0.9772423025435074; 0.9819277108433736; 0.609375; 0.6902654867256637; 0.542807161967483; 0.6254980079681275; 0.7302325581395349; 0.577505659600741; 0.8340663734506197; 0.8779461279461279; 0.8253367003367004
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; 10; ica_diff; svdn; 1530; 510; 510; 0.6; 0.2; 0.2; [0.90196078 0.87254902 0.89215686 0.87581699 0.86601307]; 0.6359338061465721; 0.6524822695035462; 0.8674242424242424; 0.9908256880733946; 0.9882352941176471; 0.9908496732026144; 0.5947368421052631; 0.551219512195122; 0.6334079212351756; 0.5859154929577465; 0.47706422018348627; 0.6580443052136943; 0.8606811145510836; 0.819023569023569; 0.8674242424242424
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; 10; ica_diff; svdn; 1566; 522; 522; 0.6; 0.2; 0.2; [0.91719745 0.86942675 0.91401274 0.91346154 0.90064103]; 0.5432098765432098; 0.562962962962963; 0.8472222222222222; 0.9993610223642173; 0.9987228607918263; 0.9993614303959131; 0.582392776523702; 0.6649484536082474; 0.548114037230664; 0.6075388026607539; 0.6492890995260664; 0.55918063223726; 0.8523790158601058; 0.8821548821548821; 0.8472222222222222
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 1554; 518; 518; 0.6; 0.2; 0.2; [0.90384615 0.90064103 0.87419355 0.91935484 0.8516129 ]; 0.6058394160583942; 0.583941605839416; 0.8598484848484849; 1.0; 1.0; 1.0; 0.5909090909090909; 0.5707317073170731; 0.6057542031730997; 0.5798525798525798; 0.5728155339805825; 0.5839687426000473; 0.8587187102248621; 0.8518518518518519; 0.8598484848484849
svm_model_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; 10; ica_diff; svdne; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.84797297 0.83445946 0.84353741 0.85034014 0.87414966]; 0.6031042128603105; 0.5809312638580931; 0.7693602693602694; 0.8852040816326531; 0.9416553595658074; 0.8778833107191317; 0.6354378818737272; 0.7058823529411765; 0.6051150895140666; 0.6257425742574257; 0.6869565217391305; 0.5787723785166241; 0.7862714508580343; 0.8484848484848485; 0.7693602693602695
ensemble_model_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; 10; ica_diff; svdne; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.89308176 0.88679245 0.86792453 0.86392405 0.85759494]; 0.6810126582278481; 0.6582278481012658; 0.8804713804713805; 0.9855254877281309; 0.987389659520807; 0.985498108448928; 0.6911764705882354; 0.734375; 0.6824584359605912; 0.6715328467153284; 0.6798029556650246; 0.6576098111658456; 0.8820598006644518; 0.8939393939393939; 0.8804713804713805
ensemble_model_v2_N26_B0_E26_nb_zones_10_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.87755102 0.89383562 0.88013699 0.87328767 0.91780822]; 0.6630196936542669; 0.6236323851203501; 0.8543771043771043; 0.9863574351978173; 0.9890560875512996; 0.9863201094391245; 0.7038461538461539; 0.7754237288135594; 0.6592050770764629; 0.6475409836065573; 0.7149321266968326; 0.6265338599585858; 0.8601455133387227; 0.8956228956228957; 0.8543771043771045
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; 12; ica_diff; svd; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.64606742 0.6994382  0.63841808 0.66949153 0.6920904 ]; 0.6378737541528239; 0.6677740863787376; 0.6750841750841751; 0.7093443469282396; 0.7745208568207441; 0.6826381059751973; 0.7029972752043596; 0.8657718120805369; 0.6401227481455316; 0.7267759562841529; 0.875; 0.6656879194630873; 0.7108614232209738; 0.7988215488215489; 0.6750841750841752
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; 12; ica_diff; svd; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.85675676 0.82972973 0.82702703 0.81081081 0.84324324]; 0.5893536121673004; 0.5513307984790875; 0.8977272727272727; 0.9907759088442757; 0.987027027027027; 0.990810810810811; 0.568; 0.5298507462686567; 0.5905067684831656; 0.5123966942148761; 0.4806201550387597; 0.5500115700566933; 0.8959314775160601; 0.8804713804713805; 0.8977272727272728
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svd; 26; 0; 26; zones; ica_diff; svd; 1776; 592; 592; 0.6; 0.2; 0.2; [0.88764045 0.85955056 0.8988764  0.85028249 0.87853107]; 0.5566666666666666; 0.6066666666666667; 0.8825757575757576; 0.984144960362401; 0.9786036036036037; 0.9842342342342343; 0.6053412462908011; 0.7285714285714285; 0.5674107142857143; 0.6861702127659575; 0.80625; 0.5924107142857142; 0.8874546187979026; 0.9259259259259259; 0.8825757575757576
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; 12; ica_diff; svdn; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.86827957 0.89516129 0.89247312 0.91666667 0.91891892]; 0.5444015444015444; 0.5598455598455598; 0.9015151515151515; 0.9989247311827958; 1.0; 0.9989235737351991; 0.5845070422535211; 0.664; 0.5484179104477612; 0.6174496644295302; 0.6865671641791045; 0.5552835820895523; 0.9041769041769042; 0.9292929292929293; 0.9015151515151515
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; 12; ica_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.87640449 0.87288136 0.9039548  0.91242938 0.88983051]; 0.6490066225165563; 0.6192052980132451; 0.9061447811447811; 0.9988700564971752; 0.9977426636568849; 0.9988713318284425; 0.7039106145251397; 0.7636363636363637; 0.6372926343729264; 0.6546546546546548; 0.7956204379562044; 0.6341738553417385; 0.9093864282811864; 0.9419191919191919; 0.9061447811447813
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svdn; 26; 0; 26; zones; ica_diff; svdn; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.86885246 0.9010989  0.92582418 0.91483516 0.90659341]; 0.5956678700361011; 0.5776173285198556; 0.9031986531986532; 0.9994514536478333; 1.0; 0.999451152579583; 0.6241610738255035; 0.6888888888888889; 0.5979655712050078; 0.6163934426229508; 0.6619718309859155; 0.5754303599374022; 0.9051937345424566; 0.9242424242424242; 0.9031986531986532
svm_model_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; 12; ica_diff; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.82162162 0.86216216 0.81793478 0.83967391 0.81793478]; 0.631578947368421; 0.6240601503759399; 0.8135521885521886; 0.8630519843487982; 0.8373101952277657; 0.8671366594360087; 0.6549295774647886; 0.7153846153846154; 0.6334276018099548; 0.6527777777777778; 0.6911764705882353; 0.6225113122171946; 0.8123676408301568; 0.8072390572390572; 0.8135521885521885
ensemble_model_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; 12; ica_diff; svdne; 1806; 602; 602; 0.6; 0.2; 0.2; [0.87845304 0.8839779  0.89779006 0.88055556 0.88888889]; 0.6491228070175439; 0.6035087719298246; 0.9031986531986532; 0.9906232763375622; 0.9944629014396457; 0.9905869324473976; 0.7005988023952096; 0.7905405405405406; 0.6434454527520221; 0.6646884272997033; 0.8175182481751825; 0.6114618267902938; 0.9074074074074074; 0.9486531986531986; 0.9031986531986531
ensemble_model_v2_N26_B0_E26_nb_zones_12_ica_diff_svdne; 26; 0; 26; zones; ica_diff; svdne; 1800; 600; 600; 0.6; 0.2; 0.2; [0.88055556 0.90833333 0.88333333 0.88611111 0.88333333]; 0.5138888888888888; 0.5694444444444444; 0.8733164983164983; 0.9793641940881205; 0.9755555555555555; 0.9794444444444443; 0.6132596685082872; 0.7602739726027398; 0.510418676442215; 0.6497175141242939; 0.8098591549295775; 0.5727377966428709; 0.8800318852132323; 0.9292929292929293; 0.8733164983164984
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; 4; ica_diff; svd; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.9        0.90833333 0.88333333 0.86440678 0.92372881]; 0.8232323232323232; 0.7323232323232324; 0.8558467741935484; 0.9053356282271946; 0.8825503355704698; 0.9077181208053691; 0.8148148148148148; 0.7938144329896907; 0.822649790752271; 0.7414634146341464; 0.7037037037037037; 0.7351851851851852; 0.8533333333333333; 0.827037773359841; 0.8562591729784889
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; 4; ica_diff; svd; 588; 196; 196; 0.6; 0.2; 0.2; [0.96610169 0.95762712 0.93220339 0.93220339 0.93965517]; 0.7193877551020408; 0.7448979591836735; 0.8785714285714286; 0.9765886287625417; 0.9931972789115646; 0.9761904761904762; 0.7555555555555555; 0.9139784946236559; 0.7288339075060026; 0.7844827586206897; 0.883495145631068; 0.7374464975467168; 0.8872037914691944; 0.9551020408163265; 0.8785714285714286
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 686; 228; 228; 0.6007005253940455; 0.19964973730297722; 0.19964973730297722; [0.96376812 1.         0.99275362 0.97794118 0.98529412]; 0.7149122807017544; 0.7456140350877193; 0.8914185639229422; 0.9985443959243085; 1.0; 0.9985422740524782; 0.723404255319149; 0.7870370370370371; 0.7185185185185187; 0.7387387387387386; 0.780952380952381; 0.7481997677119627; 0.8916083916083916; 0.9172661870503597; 0.8920801925012891
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; 4; ica_diff; svdn; 704; 234; 234; 0.6006825938566553; 0.19965870307167236; 0.19965870307167236; [0.95774648 0.92957746 0.94285714 0.92857143 0.91428571]; 0.7350427350427351; 0.7094017094017094; 0.8882252559726962; 0.9985815602836879; 1.0; 0.9985795454545455; 0.7155963302752293; 0.6782608695652174; 0.7340884179758861; 0.7017543859649122; 0.625; 0.7181603773584906; 0.8861859252823631; 0.8571428571428571; 0.8887100767516712
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; 4; ica_diff; svdn; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.90833333 0.95       0.91666667 0.91666667 0.95762712]; 0.678391959798995; 0.6733668341708543; 0.8704819277108434; 1.0; 1.0; 1.0; 0.7241379310344827; 0.865979381443299; 0.6829896907216495; 0.7031963470319634; 0.8850574712643678; 0.6969930213464696; 0.877025738798856; 0.9523809523809523; 0.8728766360345308
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.95762712 0.97457627 0.94915254 0.98275862 0.94827586]; 0.717948717948718; 0.6666666666666666; 0.8770491803278688; 1.0; 1.0; 1.0; 0.7179487179487181; 0.7608695652173914; 0.720240607851414; 0.6889952153110048; 0.7272727272727273; 0.665719696969697; 0.8787878787878788; 0.8987603305785123; 0.8772256937445407
svm_model_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; 4; ica_diff; svdne; 552; 184; 184; 0.6; 0.2; 0.2; [1.         1.         1.         0.98181818 1.        ]; 0.6413043478260869; 0.7445652173913043; 0.8771739130434782; 1.0; 1.0; 1.0; 0.6915887850467289; 0.925; 0.6740384615384616; 0.7793427230046949; 0.8924731182795699; 0.7429398558430816; 0.8845760980592441; 0.9643652561247216; 0.8792102289116177
ensemble_model_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; 4; ica_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.98305085 1.         0.98305085 1.         1.        ]; 0.7448979591836735; 0.8163265306122449; 0.9124236252545825; 1.0; 1.0; 1.0; 0.7448979591836735; 0.7156862745098039; 0.7461410095953276; 0.830188679245283; 0.8380952380952381; 0.8146520146520146; 0.9138276553106212; 0.9083665338645418; 0.9125166002656042
ensemble_model_v2_N26_B37_E63_nb_zones_4_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 630; 210; 210; 0.6; 0.2; 0.2; [1.         1.         0.99206349 0.99206349 0.97619048]; 0.7285714285714285; 0.6666666666666666; 0.8790476190476191; 1.0; 1.0; 1.0; 0.7764705882352942; 0.9252336448598131; 0.7247527447600035; 0.7368421052631579; 0.9423076923076923; 0.6692670537010159; 0.8896611642050392; 0.973384030418251; 0.8788675877282094
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; 6; ica_diff; svd; 980; 326; 326; 0.6004901960784313; 0.19975490196078433; 0.19975490196078433; [0.8622449  0.87244898 0.86734694 0.87755102 0.85714286]; 0.8190184049079755; 0.803680981595092; 0.8578431372549019; 0.8886618998978548; 0.8877551020408163; 0.8887755102040816; 0.8184615384615384; 0.8109756097560976; 0.8190680517916291; 0.7999999999999999; 0.7852760736196319; 0.803680981595092; 0.8571428571428571; 0.8518971848225214; 0.8578504329020583
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; 6; ica_diff; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.96385542 0.95783133 0.96987952 0.98192771 0.90853659]; 0.7862318840579711; 0.7934782608695652; 0.9072463768115943; 0.9854368932038836; 0.9806763285024155; 0.9855072463768115; 0.7958477508650519; 0.8455882352941176; 0.7870798319327732; 0.8143322475570032; 0.8620689655172413; 0.7898131087128191; 0.9098591549295774; 0.9294964028776979; 0.9070839678622066
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 810; 270; 270; 0.6; 0.2; 0.2; [1.         0.98148148 1.         0.98765432 0.98148148]; 0.7925925925925926; 0.7185185185185186; 0.9022222222222223; 1.0; 1.0; 1.0; 0.8068965517241379; 0.9285714285714286; 0.80109126984127; 0.7594936708860759; 0.8888888888888888; 0.7185185185185186; 0.9067796610169492; 0.963963963963964; 0.9030346135609293
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; 6; ica_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.87894737 0.83157895 0.87368421 0.82631579 0.84210526]; 0.7373417721518988; 0.7056962025316456; 0.8621997471554994; 0.9567901234567902; 0.9789473684210527; 0.9557894736842106; 0.7477203647416413; 0.7235294117647059; 0.7384770346494762; 0.7102803738317757; 0.6867469879518072; 0.706706827309237; 0.8655980271270037; 0.8655980271270037; 0.8621115946270557
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; 6; ica_diff; svdn; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.93258427 0.89325843 0.89772727 0.93181818 0.92045455]; 0.6394557823129252; 0.6666666666666666; 0.859375; 0.9966178128523112; 1.0; 0.996606334841629; 0.6344827586206896; 0.5974025974025974; 0.6415584415584416; 0.6315789473684211; 0.65625; 0.6654743975903614; 0.8565488565488565; 0.8535911602209945; 0.85928221112654
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.91176471 0.84705882 0.88823529 0.87058824 0.93452381]; 0.7127659574468085; 0.6773049645390071; 0.8760623229461756; 0.9964664310954063; 0.9976415094339622; 0.9964622641509434; 0.7507692307692306; 0.8356164383561644; 0.7082493956486704; 0.707395498392283; 0.7971014492753623; 0.6798007246376812; 0.8821548821548821; 0.9251412429378532; 0.8759228941961992
svm_model_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; 6; ica_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.99468085 0.9787234  0.9893617  0.98924731 0.97311828]; 0.6698717948717948; 0.6730769230769231; 0.8685897435897436; 1.0; 1.0; 1.0; 0.7296587926509186; 0.8910256410256411; 0.6698717948717948; 0.7197802197802198; 0.8291139240506329; 0.671050468518823; 0.878048780487805; 0.9437340153452686; 0.8683965706546395
ensemble_model_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; 6; ica_diff; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.984375   0.94791667 0.98421053 0.96842105 0.95789474]; 0.6792452830188679; 0.6698113207547169; 0.8685534591194969; 0.9978991596638656; 0.9958071278825996; 0.9979035639412999; 0.751219512195122; 0.9390243902439024; 0.6708108964206525; 0.7494033412887828; 0.9401197604790419; 0.6554903438156798; 0.8826501965188096; 0.9727722772277227; 0.866820921222557
ensemble_model_v2_N26_B37_E63_nb_zones_6_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.99462366 0.96774194 0.97282609 0.9673913  0.9673913 ]; 0.7694805194805194; 0.762987012987013; 0.9051948051948052; 0.9978354978354979; 0.9978354978354979; 0.9978354978354979; 0.7942028985507246; 0.9072847682119205; 0.7721137216855781; 0.7896253602305475; 0.9256756756756757; 0.7690878378378379; 0.9096534653465347; 0.9658344283837057; 0.9058953913420454
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; 8; ica_diff; svd; 1268; 422; 422; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.89370079 0.87401575 0.88976378 0.8503937  0.86111111]; 0.8459715639810427; 0.7962085308056872; 0.8555871212121212; 0.8737704918032787; 0.8406940063091483; 0.8785488958990537; 0.8346055979643766; 0.8078817733990148; 0.8445801561059001; 0.7962085308056871; 0.7887323943661971; 0.7962800727811846; 0.85012285012285; 0.8238095238095238; 0.855407586763519
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; 8; ica_diff; svd; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.92372881 0.97457627 0.94017094 0.92307692 0.92307692]; 0.8209718670076727; 0.8388746803069054; 0.9222903885480572; 0.9839119390347163; 0.989778534923339; 0.98381601362862; 0.8387096774193549; 0.9191919191919192; 0.8196995865389647; 0.847457627118644; 0.8974358974358975; 0.8390240711669283; 0.9250493096646943; 0.9571428571428572; 0.9222189695550351
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.98290598 0.97844828 0.96982759 0.96982759 0.96551724]; 0.7364341085271318; 0.7545219638242894; 0.8972107438016529; 0.9982817869415808; 1.0; 0.9982788296041308; 0.7820512820512819; 0.9581151832460733; 0.7392616732556898; 0.8033126293995859; 0.941747572815534; 0.7415920184519659; 0.9059101654846337; 0.9795501022494888; 0.8963512515422809
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; 8; ica_diff; svdn; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.8697479  0.83613445 0.86864407 0.88135593 0.88983051]; 0.7106598984771574; 0.700507614213198; 0.8711967545638946; 0.9816971713810316; 0.9966216216216216; 0.9814189189189189; 0.6779661016949152; 0.6060606060606061; 0.7111935683364254; 0.670391061452514; 0.5882352941176471; 0.7046439628482973; 0.8672936259143156; 0.8350100603621731; 0.8714927602424363
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; 8; ica_diff; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.844      0.912      0.876      0.9        0.88306452]; 0.7475961538461539; 0.7403846153846154; 0.8913461538461539; 0.9896907216494846; 1.0; 0.9895833333333333; 0.7200000000000001; 0.6553398058252428; 0.7467175219602403; 0.7216494845360825; 0.6511627906976745; 0.7434918431100312; 0.8883399209486166; 0.8602870813397129; 0.8914961976746874
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 1110; 370; 370; 0.6; 0.2; 0.2; [0.89189189 0.91441441 0.87837838 0.88738739 0.89189189]; 0.6756756756756757; 0.7; 0.874054054054054; 0.9982014388489209; 1.0; 0.9981981981981982; 0.7247706422018348; 0.8540540540540541; 0.6756756756756758; 0.7527839643652561; 0.8894736842105263; 0.6947368421052631; 0.8833249874812219; 0.9483870967741935; 0.8736500701262271
svm_model_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; 8; ica_diff; svdne; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.99122807 0.98245614 0.99122807 0.99561404 0.99557522]; 0.7150395778364116; 0.7255936675461742; 0.8881856540084389; 1.0; 1.0; 1.0; 0.7428571428571429; 0.8167539267015707; 0.7142280271805725; 0.7425742574257426; 0.8426966292134831; 0.7322935882385824; 0.891946992864424; 0.9328358208955224; 0.8886517309070515
ensemble_model_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; 8; ica_diff; svdne; 1296; 432; 432; 0.6; 0.2; 0.2; [0.97692308 0.96923077 0.97692308 0.98837209 0.96899225]; 0.7152777777777778; 0.6620370370370371; 0.8731481481481481; 0.9961270333075135; 0.9922839506172839; 0.996141975308642; 0.760233918128655; 0.8986175115207373; 0.7144250348301361; 0.708; 0.8309859154929577; 0.6643514052350634; 0.881076388888889; 0.9415584415584416; 0.8732745997071321
ensemble_model_v2_N26_B37_E63_nb_zones_8_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 1272; 424; 424; 0.6; 0.2; 0.2; [0.9609375  0.97244094 0.97244094 0.98031496 0.98818898]; 0.7216981132075472; 0.7665094339622641; 0.8971698113207547; 0.9992144540455618; 1.0; 0.9992138364779873; 0.7601626016260162; 0.9689119170984456; 0.7420317161249803; 0.8077669902912621; 0.9369369369369369; 0.7580724288645081; 0.9043859649122807; 0.9809705042816366; 0.8978753363316508
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; 10; ica_diff; svd; 1578; 526; 526; 0.6; 0.2; 0.2; [0.87025316 0.84810127 0.84177215 0.84493671 0.86624204]; 0.8646616541353384; 0.8421052631578947; 0.8585858585858586; 0.8591639871382636; 0.8466413181242078; 0.8612167300380228; 0.8421052631578949; 0.7539267015706806; 0.8601364277084173; 0.83377308707124; 0.7596153846153846; 0.8457762786951268; 0.8523725834797891; 0.8164983164983165; 0.8585858585858586
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; 10; ica_diff; svd; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.92605634 0.95774648 0.92253521 0.92957746 0.92907801]; 0.8199152542372882; 0.8177966101694916; 0.9132091447925487; 0.9763231197771588; 0.9887165021156559; 0.9760225669957687; 0.838709677419355; 0.9246861924686193; 0.8185662721999748; 0.8293650793650793; 0.908695652173913; 0.8200503054257995; 0.9169031211998379; 0.9601018675721562; 0.9133279608131052
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.98666667 0.97666667 0.98666667 0.98322148 0.97986577]; 0.7818181818181819; 0.8113636363636364; 0.9238215488215489; 0.9986631016042781; 0.9986631016042781; 0.9986631016042781; 0.7922077922077921; 0.8394495412844036; 0.7823373832548144; 0.8237791932059448; 0.8738738738738738; 0.8107901479461113; 0.9254837381638534; 0.9461279461279462; 0.9238215488215488
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; 10; ica_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.90322581 0.86363636 0.89935065 0.9025974  0.92532468]; 0.6618705035971223; 0.6690647482014388; 0.8547979797979798; 0.9580152671755725; 0.9766536964980544; 0.9571984435797666; 0.668235294117647; 0.6893203883495146; 0.6621957391984541; 0.6863636363636363; 0.7156398104265402; 0.6684995168637555; 0.8584324989741485; 0.8804713804713805; 0.8547979797979799
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; 10; ica_diff; svdn; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.88965517 0.8862069  0.88194444 0.88194444 0.90625   ]; 0.648068669527897; 0.630901287553648; 0.8434343434343434; 0.975609756097561; 0.997229916897507; 0.9750692520775623; 0.6974169741697417; 0.8042553191489362; 0.6467164041632126; 0.6779026217228464; 0.7835497835497836; 0.6322004236897854; 0.85423197492163; 0.9175084175084175; 0.8434343434343434
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [0.9044586  0.89423077 0.91025641 0.85576923 0.8974359 ]; 0.7174447174447175; 0.7174447174447175; 0.8960437710437711; 0.9891788669637174; 0.9948783610755442; 0.9891165172855313; 0.7160493827160493; 0.7286432160804021; 0.7176869926555856; 0.7146401985111662; 0.6923076923076923; 0.7180131426362582; 0.8961748633879781; 0.8973063973063973; 0.896043771043771
svm_model_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; 10; ica_diff; svdne; 1458; 486; 486; 0.6; 0.2; 0.2; [0.97945205 0.98630137 0.98630137 0.97945205 0.98275862]; 0.7995642701525054; 0.7494553376906318; 0.9116161616161617; 0.9979409746053534; 0.9972565157750343; 0.9979423868312758; 0.8277153558052434; 0.9364406779661016; 0.7955745990727369; 0.7850467289719627; 0.9417040358744395; 0.7547503230219657; 0.9168646080760094; 0.9747474747474747; 0.9116161616161617
ensemble_model_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; 10; ica_diff; svdne; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.96938776 0.96917808 0.97945205 0.98287671 0.98287671]; 0.737417943107221; 0.737417943107221; 0.8977272727272727; 0.997946611909651; 0.9972640218878249; 0.9979480164158686; 0.7701149425287356; 0.8663793103448276; 0.7354118773946361; 0.7619047619047621; 0.8533333333333334; 0.7391666666666667; 0.9022919179734621; 0.9444444444444444; 0.8977272727272727
ensemble_model_v2_N26_B37_E63_nb_zones_10_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.99358974 0.98076923 0.9775641  0.98397436 0.96451613]; 0.7555012224938875; 0.7457212713936431; 0.9128787878787878; 0.9980707395498393; 0.9961489088575096; 0.9980744544287548; 0.7747747747747746; 0.8229665071770335; 0.7539832535885167; 0.7636363636363636; 0.84; 0.7477511961722487; 0.915129151291513; 0.9393939393939394; 0.9128787878787878
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; 12; ica_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.82336957 0.86956522 0.85519126 0.86338798 0.84153005]; 0.8044280442804428; 0.8376383763837638; 0.8468013468013468; 0.8524046434494197; 0.8407851690294439; 0.8544165757906217; 0.8191126279863481; 0.851063829787234; 0.8024549918166939; 0.8394160583941607; 0.8846153846153846; 0.8394708128750682; 0.8468013468013468; 0.8468013468013468; 0.8468013468013468
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; 12; ica_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.93888889 0.95555556 0.95       0.95833333 0.90502793]; 0.7750865051903114; 0.8131487889273357; 0.9377104377104377; 0.9838619922092378; 0.9833147942157954; 0.9838709677419355; 0.801223241590214; 0.9225352112676056; 0.7775941362460477; 0.83125; 0.9047619047619048; 0.8115358819584171; 0.9394435351882161; 0.9663299663299664; 0.9377104377104376
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svd; 26; 37; 63; zones; ica_diff; svd; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.97674419 0.97093023 0.96783626 0.94736842 0.97660819]; 0.7945619335347432; 0.743202416918429; 0.930976430976431; 0.9936157864190365; 0.9988331388564761; 0.9935822637106184; 0.8131868131868132; 0.9308176100628931; 0.7997111306128419; 0.7792207792207791; 0.872093023255814; 0.7379333040807372; 0.9336569579288025; 0.9713804713804713; 0.930976430976431
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; 12; ica_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.90056818 0.86363636 0.92613636 0.91477273 0.91761364]; 0.7597402597402597; 0.7305194805194806; 0.9246632996632996; 0.9876126126126127; 0.9965909090909091; 0.9874999999999999; 0.7771084337349397; 0.8012422360248447; 0.7577639751552796; 0.7398119122257054; 0.8027210884353742; 0.7336586808636498; 0.9262463947259992; 0.9461279461279462; 0.9246632996632997
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; 12; ica_diff; svdn; 1860; 620; 620; 0.6; 0.2; 0.2; [0.87903226 0.91666667 0.88172043 0.85215054 0.90860215]; 0.6821705426356589; 0.686046511627907; 0.9234006734006734; 0.9898774640383591; 0.9989247311827957; 0.9897849462365592; 0.6796875; 0.6492537313432836; 0.6834978334135773; 0.6639004149377593; 0.6451612903225806; 0.6845209436687529; 0.9233361415332773; 0.9225589225589226; 0.9234006734006733
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svdn; 26; 37; 63; zones; ica_diff; svdn; 1758; 586; 586; 0.6; 0.2; 0.2; [0.89204545 0.875      0.85511364 0.89772727 0.87714286]; 0.7411003236245954; 0.7313915857605178; 0.9234006734006734; 0.9892957746478873; 0.9988623435722411; 0.9891922639362912; 0.7575757575757577; 0.8116883116883117; 0.7413280268118978; 0.7551622418879057; 0.8258064516129032; 0.7310850439882698; 0.9255319148936171; 0.952020202020202; 0.9234006734006734
svm_model_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; 12; ica_diff; svdne; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.97443182 0.97443182 0.97727273 0.98571429 0.95714286]; 0.7645161290322581; 0.7516129032258064; 0.9364478114478114; 0.9994308480364257; 1.0; 0.9994305239179954; 0.7794561933534743; 0.832258064516129; 0.764516129032258; 0.761609907120743; 0.7935483870967742; 0.7516129032258065; 0.9373703857320612; 0.9511784511784511; 0.9364478114478114
ensemble_model_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; 12; ica_diff; svdne; 1670; 556; 556; 0.6002875629043853; 0.19985621854780733; 0.19985621854780733; [0.98502994 0.99401198 0.98203593 0.99401198 0.98802395]; 0.6827195467422096; 0.7252124645892352; 0.9120370370370371; 1.0; 1.0; 1.0; 0.7395348837209302; 0.9244186046511628; 0.6887286393421559; 0.7728337236533958; 0.9116022099447514; 0.720335988693306; 0.9172932330827067; 0.9755892255892256; 0.912037037037037
ensemble_model_v2_N26_B37_E63_nb_zones_12_ica_diff_svdne; 26; 37; 63; zones; ica_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.97237569 0.98066298 0.97237569 0.97513812 0.99166667]; 0.7816901408450704; 0.7711267605633803; 0.9457070707070707; 0.9988938053097345; 0.9988938053097345; 0.9988938053097345; 0.8187134502923976; 0.9271523178807947; 0.7718468356321266; 0.7882736156351792; 0.9097744360902256; 0.7793905293033909; 0.9474969474969475; 0.9797979797979798; 0.9457070707070707
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; 4; ica_diff; svd; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.8984375  0.890625   0.91269841 0.88095238 0.92063492]; 0.9052132701421801; 0.8862559241706162; 0.9071969696969697; 0.9158878504672897; 0.9274447949526814; 0.9148264984227129; 0.8969072164948454; 0.8613861386138614; 0.9034203420342033; 0.8823529411764706; 0.8333333333333334; 0.8875404530744337; 0.9057692307692307; 0.8954372623574145; 0.9071525934428581
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; 4; ica_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.93965517 0.93103448 0.93103448 0.96551724 0.92241379]; 0.8756476683937824; 0.8601036269430051; 0.927536231884058; 0.9661319073083778; 0.9344827586206896; 0.9672413793103448; 0.8899082568807338; 0.9150943396226415; 0.8713402732595965; 0.8601036269430051; 0.9120879120879121; 0.8629067011419952; 0.9279835390946503; 0.9260780287474333; 0.9275484089457416
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 678; 226; 226; 0.6; 0.2; 0.2; [0.91176471 0.91911765 0.94117647 0.90441176 0.94776119]; 0.8893805309734514; 0.8716814159292036; 0.9460176991150443; 0.9897209985315712; 0.9941002949852508; 0.9896755162241888; 0.8953974895397491; 0.9224137931034483; 0.8884796238244513; 0.8755364806866953; 0.9357798165137615; 0.8738728142397868; 0.9470945359930615; 0.9680851063829787; 0.9460566874671078
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; 4; ica_diff; svdn; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.62068966 0.68103448 0.61206897 0.65517241 0.6754386 ]; 0.6302083333333334; 0.6354166666666666; 0.7577962577962578; 0.8496732026143792; 0.8996539792387543; 0.8408304498269896; 0.6757990867579909; 0.7326732673267327; 0.6245783919051244; 0.6428571428571428; 0.6631578947368421; 0.6357026587086272; 0.7731256085686464; 0.8185567010309278; 0.7572867362596986
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; 4; ica_diff; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.5625     0.640625   0.625      0.6984127  0.65873016]; 0.6745283018867925; 0.6415094339622641; 0.8424528301886792; 0.9657320872274143; 0.9748427672955975; 0.9654088050314465; 0.7206477732793523; 0.8018018018018018; 0.6682276335741683; 0.6310679611650486; 0.6770833333333334; 0.6445761494252874; 0.8474885844748857; 0.8838095238095238; 0.8428393413440143
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.66101695 0.68965517 0.70689655 0.71551724 0.73275862]; 0.6855670103092784; 0.654639175257732; 0.8536082474226804; 0.9759450171821306; 0.9759450171821306; 0.9759450171821306; 0.6965174129353233; 0.7142857142857143; 0.6852678571428572; 0.6666666666666666; 0.6979166666666666; 0.6550807823129251; 0.855691056910569; 0.8680412371134021; 0.8536082474226805
svm_model_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; 4; ica_diff; svdne; 694; 231; 231; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.93571429 0.96428571 0.92753623 0.93478261 0.94202899]; 0.8008658008658008; 0.7922077922077922; 0.9005190311418685; 0.9693430656934306; 0.9567723342939481; 0.9697406340057636; 0.8296296296296296; 1.0; 0.8067226890756303; 0.8208955223880596; 0.9734513274336283; 0.7960476976151193; 0.9059689288634506; 0.9685314685314685; 0.9012177890602548
ensemble_model_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; 4; ica_diff; svdne; 516; 172; 172; 0.6; 0.2; 0.2; [0.93269231 0.93269231 0.95192308 0.97058824 0.95098039]; 0.8488372093023255; 0.8023255813953488; 0.9151162790697674; 0.9750479846449136; 0.9844961240310077; 0.9748062015503877; 0.8725490196078431; 0.956989247311828; 0.8392541173268002; 0.8068181818181818; 0.9726027397260274; 0.824685208246852; 0.9189789123196448; 0.9764150943396226; 0.9159598407477929
ensemble_model_v2_N26_B87_E113_nb_zones_4_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.85714286 0.94642857 0.9375     0.90178571 0.93636364]; 0.8494623655913979; 0.8279569892473119; 0.9290322580645162; 0.9892857142857142; 0.992831541218638; 0.9892473118279571; 0.8333333333333334; 0.7954545454545454; 0.8467068645640075; 0.8241758241758241; 0.7978723404255319; 0.8282839962997226; 0.9274725274725274; 0.9154013015184381; 0.9289160025715858
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; 6; ica_diff; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.91477273 0.88068182 0.89204545 0.88068182 0.85227273]; 0.89419795221843; 0.9283276450511946; 0.897680763983629; 0.8860465116279069; 0.865909090909091; 0.8886363636363637; 0.8864468864468865; 0.8768115942028986; 0.8932445067788686; 0.9278350515463918; 0.9121621621621622; 0.9284948741845295; 0.8946629213483145; 0.8774104683195593; 0.8974890179435635
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; 6; ica_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.91573034 0.90909091 0.88636364 0.88068182 0.90340909]; 0.9183673469387755; 0.8843537414965986; 0.9326530612244898; 0.9531428571428571; 0.9455782312925171; 0.9535147392290249; 0.9254658385093167; 0.9371069182389937; 0.9167016072676449; 0.8835616438356164; 0.9280575539568345; 0.8866094221397077; 0.9335124244459367; 0.9404600811907984; 0.9326103415529915
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.95054945 0.93406593 0.91111111 0.92222222 0.92777778]; 0.8571428571428571; 0.8837209302325582; 0.9349269588313412; 0.977924944812362; 0.9800884955752213; 0.9778761061946902; 0.8447653429602887; 0.8125; 0.8552945859872612; 0.8967551622418879; 0.8837209302325582; 0.8837209302325582; 0.935611038107753; 0.9270833333333334; 0.9350863821138212
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; 6; ica_diff; svdn; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.67816092 0.70689655 0.64367816 0.64534884 0.71511628]; 0.6354166666666666; 0.7256944444444444; 0.8314840499306518; 0.9337822671156003; 0.9607390300230947; 0.9318706697459584; 0.6534653465346535; 0.6923076923076923; 0.6358090185676393; 0.734006734006734; 0.7315436241610739; 0.7254840422963642; 0.8370221327967806; 0.8606896551724138; 0.831321117683836
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; 6; ica_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.59677419 0.625      0.71195652 0.69021739 0.65217391]; 0.7166123778501629; 0.6905537459283387; 0.857421875; 0.960086299892125; 0.96529284164859; 0.9598698481561821; 0.7402985074626867; 0.7898089171974523; 0.7149044585987262; 0.709480122324159; 0.7581699346405228; 0.6907732790085731; 0.8621774701069856; 0.8884565499351491; 0.8573001703924111
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.63736264 0.7032967  0.65934066 0.65384615 0.73076923]; 0.6501650165016502; 0.6831683168316832; 0.8403693931398417; 0.9568965517241379; 0.9758241758241758; 0.9560439560439561; 0.6666666666666667; 0.7019867549668874; 0.6503354827466016; 0.6981132075471699; 0.7602739726027398; 0.6858694703778031; 0.8452685421994885; 0.8789893617021277; 0.840672691322268
svm_model_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; 6; ica_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.95       0.92134831 0.92696629 0.88764045 0.93258427]; 0.8821548821548821; 0.8821548821548821; 0.9232839838492598; 0.9502262443438915; 0.9417040358744395; 0.9506726457399104; 0.891640866873065; 0.9795918367346939; 0.8831292517006802; 0.8923076923076924; 0.9931506849315068; 0.8839925610087997; 0.9255874673629243; 0.959404600811908; 0.9234774008075605
ensemble_model_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; 6; ica_diff; svdne; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.90588235 0.92352941 0.91764706 0.89411765 0.88690476]; 0.8546099290780141; 0.8829787234042553; 0.9383852691218131; 0.9845053635280095; 0.9740566037735849; 0.9846698113207546; 0.8655737704918033; 0.9361702127659575; 0.8546099290780141; 0.8958990536277601; 0.9594594594594594; 0.8789834610730133; 0.9404517453798767; 0.9635343618513323; 0.9381334184077834
ensemble_model_v2_N26_B87_E113_nb_zones_6_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.94565217 0.96195652 0.9673913  0.97282609 0.94021739]; 0.8169934640522876; 0.8529411764705882; 0.9268929503916449; 0.9881081081081081; 0.9934782608695653; 0.9880434782608695; 0.8250000000000001; 0.9103448275862069; 0.821632041122296; 0.8739495798319329; 0.9122807017543859; 0.8450292397660819; 0.9300873907615482; 0.9600515463917526; 0.9264543446244478
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; 8; ica_diff; svd; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.89837398 0.91869919 0.91463415 0.91056911 0.89754098]; 0.863080684596577; 0.8924205378973105; 0.9032258064516129; 0.9198036006546644; 0.9153094462540716; 0.9201954397394136; 0.8372093023255813; 0.7422680412371134; 0.8571805322464636; 0.8835978835978836; 0.8067632850241546; 0.8934806524130673; 0.8981481481481481; 0.8600985221674877; 0.9028911621506691
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; 8; ica_diff; svd; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.91517857 0.87387387 0.90540541 0.90540541 0.88738739]; 0.9108108108108108; 0.9243243243243243; 0.9422246220302376; 0.9581056466302368; 0.9460431654676259; 0.9586330935251797; 0.905982905982906; 0.9244186046511628; 0.9117042518205308; 0.9282051282051282; 0.9282051282051282; 0.9241025641025642; 0.9418162044589452; 0.9382448537378115; 0.9422117702488844
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.94214876 0.95454545 0.91735537 0.93333333 0.91666667]; 0.8930348258706468; 0.845771144278607; 0.9288557213930348; 0.9681208053691275; 0.956882255389718; 0.96849087893864; 0.9024943310657596; 0.9567307692307693; 0.8907365186360031; 0.8551401869158879; 0.9336734693877551; 0.847904695858926; 0.930616205725376; 0.9523336643495531; 0.9288089059534405
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; 8; ica_diff; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.67826087 0.70869565 0.64782609 0.69565217 0.67391304]; 0.6475195822454308; 0.6501305483028721; 0.7228601252609603; 0.7855973813420623; 0.8347826086956521; 0.7721739130434782; 0.6762589928057553; 0.7230769230769231; 0.6461129296235679; 0.6666666666666667; 0.7362637362637363; 0.6542015198731617; 0.7398334149926505; 0.7930672268907563; 0.7232970989225564
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; 8; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.67647059 0.68067227 0.65546218 0.75210084 0.71428571]; 0.6464646464646465; 0.6666666666666666; 0.7966700302724521; 0.891466445733223; 0.9042016806722689; 0.8899159663865546; 0.6759259259259259; 0.7525773195876289; 0.6485658875165867; 0.7053571428571429; 0.797979797979798; 0.6666666666666667; 0.8068998562529948; 0.8530901722391084; 0.7968968449135241
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.65929204 0.69469027 0.69026549 0.66814159 0.69469027]; 0.648936170212766; 0.6595744680851063; 0.8166843783209352; 0.9266609145815359; 0.9504424778761061; 0.9247787610619469; 0.7013574660633485; 0.8115183246073299; 0.6462997028442055; 0.7217391304347827; 0.8341708542713567; 0.6487238452147743; 0.8326055312954876; 0.8984293193717278; 0.8154498268919049
svm_model_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; 8; ica_diff; svdne; 1296; 432; 432; 0.6; 0.2; 0.2; [0.93461538 0.93461538 0.92307692 0.95736434 0.95736434]; 0.8356481481481481; 0.8125; 0.9074074074074074; 0.9630200308166411; 0.9645061728395061; 0.962962962962963; 0.8492569002123141; 0.8810572687224669; 0.8332115611905018; 0.8066825775656324; 0.8578680203045685; 0.8161680527054758; 0.9085923217550274; 0.9272388059701493; 0.9075532265144863
ensemble_model_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; 8; ica_diff; svdne; 1288; 429; 429; 0.6001863932898416; 0.1999068033550792; 0.1999068033550792; [0.9379845  0.92635659 0.91085271 0.92635659 0.93359375]; 0.8601398601398601; 0.8974358974358975; 0.934762348555452; 0.9720062208398134; 0.9704968944099379; 0.9720496894409938; 0.8701298701298702; 0.8854625550660793; 0.8585728616914555; 0.89; 0.9081632653061225; 0.8982876412367521; 0.9348230912476722; 0.9409559512652296; 0.9347967893490189
ensemble_model_v2_N26_B87_E113_nb_zones_8_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 1120; 373; 373; 0.6002143622722401; 0.19989281886387997; 0.19989281886387997; [0.94642857 0.92857143 0.94642857 0.93303571 0.91517857]; 0.8659517426273459; 0.8739946380697051; 0.9319399785637728; 0.9730700179533214; 0.9678571428571429; 0.9732142857142857; 0.8711340206185567; 0.9388888888888889; 0.8684081750143926; 0.8833746898263027; 0.9417989417989417; 0.8730733839429492; 0.9333333333333335; 0.9569429494079655; 0.9320467148320511
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; 10; ica_diff; svd; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.89864865 0.89864865 0.90816327 0.92176871 0.87755102]; 0.893569844789357; 0.8891352549889135; 0.8994107744107744; 0.905685618729097; 0.9185888738127544; 0.9043419267299864; 0.8899082568807339; 0.8858447488584474; 0.8933534089119822; 0.8893805309734514; 0.8663793103448276; 0.8898106597386237; 0.8997062526227446; 0.9023569023569024; 0.8994107744107743
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; 10; ica_diff; svd; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.93624161 0.93959732 0.9295302  0.91610738 0.93288591]; 0.8510158013544018; 0.8329571106094809; 0.9212962962962963; 0.9683927370544723; 0.9664429530201343; 0.9684563758389261; 0.8685258964143427; 0.956140350877193; 0.8478376172990616; 0.8425531914893617; 0.9209302325581395; 0.8354651162790697; 0.9239528263521757; 0.9562289562289562; 0.9212962962962963
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.86986301 0.91780822 0.8869863  0.88965517 0.91034483]; 0.9130434782608695; 0.8956521739130435; 0.9330808080808081; 0.9507969507969508; 0.9423076923076923; 0.9512362637362638; 0.9190283400809717; 0.9742489270386266; 0.9122345956779035; 0.9028340080971661; 0.9823788546255506; 0.8967688264544061; 0.9345948169477581; 0.9562289562289562; 0.9330808080808082
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; 10; ica_diff; svdn; 1500; 500; 500; 0.6; 0.2; 0.2; [0.67333333 0.66333333 0.69       0.67333333 0.69666667]; 0.6506849315068494; 0.6598173515981736; 0.6994949494949495; 0.7506053268765133; 0.8266666666666667; 0.7253333333333333; 0.7017543859649122; 0.7860262008733624; 0.6442092726854851; 0.6940451745379876; 0.8086124401913876; 0.6663149537201478; 0.7307692307692307; 0.8156565656565656; 0.6994949494949494
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; 10; ica_diff; svdn; 1336; 445; 445; 0.6001796945193172; 0.1999101527403414; 0.1999101527403414; [0.69029851 0.70522388 0.69776119 0.67669173 0.71428571]; 0.6561797752808989; 0.6966292134831461; 0.8301886792452831; 0.9344023323615159; 0.9595808383233533; 0.9326347305389221; 0.681912681912682; 0.7627906976744186; 0.6596562184024267; 0.7239263803680981; 0.7797356828193832; 0.6949137129693246; 0.838599487617421; 0.8846846846846846; 0.830335173883561
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.66197183 0.66549296 0.67730496 0.69503546 0.66666667]; 0.6836518046709129; 0.70276008492569; 0.8552631578947368; 0.9638386648122391; 0.9801980198019802; 0.9632248939179632; 0.7151051625239007; 0.7601626016260162; 0.6800813008130082; 0.7200000000000001; 0.8; 0.706910569105691; 0.8614384396586754; 0.8998302207130731; 0.8552631578947368
svm_model_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; 10; ica_diff; svdne; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.93377483 0.93708609 0.93       0.94666667 0.90666667]; 0.8211009174311926; 0.841743119266055; 0.9086700336700336; 0.9534574468085106; 0.9534574468085106; 0.9534574468085106; 0.842741935483871; 0.8818565400843882; 0.8153001293386766; 0.839907192575406; 0.9095477386934674; 0.8471789326378729; 0.9107363225010283; 0.9318181818181818; 0.9086700336700336
ensemble_model_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; 10; ica_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.94966443 0.92567568 0.93243243 0.91216216 0.91216216]; 0.8881431767337807; 0.8590604026845637; 0.9326599326599326; 0.968135593220339; 0.9635627530364372; 0.9682860998650472; 0.9045801526717556; 0.9753086419753086; 0.8798111837327522; 0.8609271523178808; 0.9558823529411765; 0.8668300653594772; 0.9347471451876018; 0.9646464646464646; 0.9326599326599325
ensemble_model_v2_N26_B87_E113_nb_zones_10_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 1512; 504; 504; 0.6; 0.2; 0.2; [0.97697368 0.97682119 0.97019868 0.97350993 0.95695364]; 0.8634259259259259; 0.8564814814814815; 0.9419191919191919; 0.9888084265964451; 0.9933862433862434; 0.9887566137566138; 0.8656036446469247; 0.8636363636363636; 0.8634219554030875; 0.8590909090909092; 0.8915094339622641; 0.8571183533447684; 0.9424520433694745; 0.9511784511784511; 0.9419191919191919
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; 12; ica_diff; svd; 1824; 608; 608; 0.6; 0.2; 0.2; [0.86612022 0.90710383 0.90659341 0.8956044  0.90384615]; 0.8913043478260869; 0.9094202898550725; 0.8981481481481481; 0.8967421314191053; 0.8903508771929824; 0.8974780701754386; 0.8863636363636365; 0.8478260869565217; 0.8913043478260869; 0.9077490774907749; 0.8913043478260869; 0.9094202898550725; 0.896845694799659; 0.8855218855218855; 0.8981481481481481
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; 12; ica_diff; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.90782123 0.91292135 0.91853933 0.91853933 0.87640449]; 0.8888888888888888; 0.9158249158249159; 0.9457070707070707; 0.9597733711048159; 0.9506172839506173; 0.9601571268237935; 0.8705882352941177; 0.8604651162790697; 0.8855897009966778; 0.9235474006116209; 0.8988095238095238; 0.9183970099667773; 0.9450362164465275; 0.9335016835016835; 0.9457070707070707
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svd; 26; 87; 113; zones; ica_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.90217391 0.89130435 0.86612022 0.8715847  0.89344262]; 0.9003690036900369; 0.9446494464944649; 0.9482323232323232; 0.9555677454744925; 0.9498364231188658; 0.9558342420937841; 0.903914590747331; 0.9477611940298507; 0.9008878962849982; 0.9454545454545454; 0.948905109489051; 0.9446018084758688; 0.9482976040353089; 0.9494949494949495; 0.9482323232323232
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; 12; ica_diff; svdn; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.65976331 0.66863905 0.70710059 0.68639053 0.71130952]; 0.6627906976744186; 0.6104651162790697; 0.718013468013468; 0.772972972972973; 0.8471563981042654; 0.7511848341232227; 0.7276995305164319; 0.8857142857142857; 0.6588334742180896; 0.6824644549763033; 0.8520710059171598; 0.6146069315300084; 0.7516679021497404; 0.8535353535353535; 0.718013468013468
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; 12; ica_diff; svdn; 1830; 610; 610; 0.6; 0.2; 0.2; [0.67486339 0.64754098 0.63661202 0.6557377  0.64480874]; 0.7545787545787546; 0.7472527472527473; 0.9036195286195287; 0.9494839760999456; 0.9551912568306011; 0.9491803278688524; 0.7649122807017544; 0.7569444444444444; 0.7544412144702842; 0.7434944237918215; 0.7751937984496124; 0.7487080103359174; 0.904384133611691; 0.9116161616161617; 0.9036195286195288
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svdn; 26; 87; 113; zones; ica_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.66853933 0.68361582 0.67231638 0.70338983 0.65254237]; 0.6688741721854304; 0.6721854304635762; 0.8577441077441077; 0.9242506811989101; 0.9571106094808126; 0.9215575620767494; 0.7041420118343196; 0.8095238095238095; 0.6725038402457757; 0.7146974063400577; 0.8; 0.6687074829931973; 0.8658730158730158; 0.9183501683501684; 0.8577441077441077
svm_model_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; 12; ica_diff; svdne; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.9241573  0.90730337 0.92372881 0.93785311 0.91242938]; 0.8637873754152824; 0.8870431893687708; 0.9288720538720538; 0.9471316085489314; 0.9492671927846674; 0.9470124013528748; 0.8818443804034583; 0.9870967741935484; 0.8599867432611578; 0.8950617283950617; 0.9931506849315068; 0.8901237295625276; 0.9309922417313188; 0.9595959595959596; 0.9288720538720538
ensemble_model_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; 12; ica_diff; svdne; 1722; 574; 574; 0.6; 0.2; 0.2; [0.92196532 0.93604651 0.90116279 0.90116279 0.88081395]; 0.9204892966360856; 0.9174311926605505; 0.9541245791245792; 0.9670975323149237; 0.9558652729384437; 0.9674796747967479; 0.9244186046511629; 0.9298245614035088; 0.9200404858299596; 0.9158878504672897; 0.9423076923076923; 0.9185222672064777; 0.9539501478664978; 0.9503367003367004; 0.9541245791245792
ensemble_model_v2_N26_B87_E113_nb_zones_12_ica_diff_svdne; 26; 87; 113; zones; ica_diff; svdne; 1758; 586; 586; 0.6; 0.2; 0.2; [0.92045455 0.92613636 0.91193182 0.90056818 0.93714286]; 0.8867313915857605; 0.883495145631068; 0.9419191919191919; 0.9616045845272205; 0.9544937428896473; 0.9618885096700797; 0.8936170212765956; 0.9483870967741935; 0.886531210724759; 0.8902439024390243; 0.948051948051948; 0.8837033933808126; 0.9425478767693589; 0.9528619528619529; 0.9419191919191919
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; 4; ica_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.66964286 0.73214286 0.76363636 0.75454545 0.73636364]; 0.8858695652173914; 0.8478260869565217; 0.7863340563991323; 0.7279411764705883; 0.7148014440433214; 0.7328519855595668; 0.8711656441717791; 0.8160919540229885; 0.8822727811352056; 0.8352941176470589; 0.7802197802197802; 0.847099137421718; 0.7753705815279361; 0.7472527472527473; 0.7858319410781938
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; 4; ica_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.88983051 0.91525424 0.92241379 0.95689655 0.9137931 ]; 0.9278350515463918; 0.8298969072164949; 0.9434156378600823; 0.9863481228668941; 0.9897260273972602; 0.9863013698630138; 0.9306930693069307; 0.9690721649484536; 0.9278350515463918; 0.8374384236453202; 0.9042553191489362; 0.8321276595744681; 0.9445005045408678; 0.968944099378882; 0.9435722541884185
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.92622951 0.95901639 0.93442623 0.92622951 0.90983607]; 0.8275862068965517; 0.8472906403940886; 0.9261811023622047; 0.9853181076672105; 0.9901639344262295; 0.9852459016393443; 0.8372093023255814; 0.8737864077669902; 0.8268932038834952; 0.8516746411483254; 0.9175257731958762; 0.8502723205602022; 0.9276759884281581; 0.9524752475247524; 0.9263354711204974
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; 4; ica_diff; svdn; 624; 208; 208; 0.6; 0.2; 0.2; [0.61111111 0.6031746  0.50806452 0.5483871  0.62096774]; 0.5817307692307693; 0.5673076923076923; 0.6221153846153846; 0.7016574585635358; 0.8141025641025641; 0.6538461538461539; 0.6477732793522267; 0.7920792079207921; 0.5876283890071251; 0.6218487394957983; 0.7551020408163265; 0.5775510204081632; 0.6749379652605458; 0.7984344422700587; 0.6251151417399442
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; 4; ica_diff; svdn; 624; 208; 208; 0.6; 0.2; 0.2; [0.64285714 0.65079365 0.60483871 0.58064516 0.59677419]; 0.5721153846153846; 0.6394230769230769; 0.8394230769230769; 0.9951845906902087; 0.9935897435897436; 0.9951923076923077; 0.5936073059360729; 0.6074766355140186; 0.5710650504302767; 0.6268656716417911; 0.6363636363636364; 0.6392827356130107; 0.8398849472674975; 0.8455598455598455; 0.8394465894465895
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 658; 219; 219; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.59848485 0.57575758 0.53787879 0.61363636 0.59230769]; 0.5616438356164384; 0.589041095890411; 0.8138686131386861; 0.9728915662650602; 0.9817629179331308; 0.9726443768996961; 0.6065573770491804; 0.6548672566371682; 0.5585657037902823; 0.6428571428571429; 0.7043478260869566; 0.5829431438127091; 0.8241379310344829; 0.8581687612208259; 0.8131289075120828
svm_model_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; 4; ica_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.90178571 0.89285714 0.83928571 0.90178571 0.81818182]; 0.8440860215053764; 0.8172043010752689; 0.8612903225806452; 0.8850174216027874; 0.910394265232975; 0.8817204301075269; 0.8379888268156425; 0.8823529411764706; 0.8471170646476412; 0.8; 0.7906976744186046; 0.8153488372093023; 0.8602383531960996; 0.8822222222222222; 0.8619444444444445
ensemble_model_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; 4; ica_diff; svdne; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.85185185 0.87962963 0.84259259 0.83962264 0.85849057]; 0.8370786516853933; 0.8370786516853933; 0.905829596412556; 0.9520295202952029; 0.9626865671641791; 0.9514925373134329; 0.8432432432432433; 0.8571428571428571; 0.8366174055829229; 0.8176100628930818; 0.8125; 0.8348214285714286; 0.9051918735891646; 0.9134396355353075; 0.9059471908360864
ensemble_model_v2_N26_B137_E163_nb_zones_4_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.97368421 0.98214286 0.98214286 0.96428571 0.99107143]; 0.8502673796791443; 0.7914438502673797; 0.9284188034188035; 1.0; 1.0; 1.0; 0.86; 0.8865979381443299; 0.8488545246277205; 0.7936507936507936; 0.8241758241758241; 0.7922962454212454; 0.9295478443743428; 0.9424307036247335; 0.92838879934984
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; 6; ica_diff; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.82222222 0.82222222 0.82222222 0.81111111 0.80337079]; 0.8762541806020067; 0.8996655518394648; 0.8449197860962567; 0.8096885813148789; 0.7817371937639198; 0.8162583518930957; 0.8854489164086686; 0.9862068965517241; 0.8794670846394983; 0.9132947976878613; 0.9813664596273292; 0.8928571428571428; 0.8489583333333333; 0.8635761589403973; 0.8447435450572433
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; 6; ica_diff; svd; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.86702128 0.83510638 0.85483871 0.88709677 0.87634409]; 0.8681672025723473; 0.887459807073955; 0.9248071979434447; 0.9556756756756757; 0.9464668094218416; 0.9561027837259101; 0.889487870619946; 0.9428571428571428; 0.8574579831932773; 0.890282131661442; 0.9659863945578231; 0.8915297826447652; 0.9275541795665634; 0.9493029150823827; 0.9244558903964717
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 990; 330; 330; 0.6; 0.2; 0.2; [0.8989899  0.87373737 0.8989899  0.88888889 0.86868687]; 0.8575757575757575; 0.8393939393939394; 0.8993939393939394; 0.9346534653465346; 0.9535353535353536; 0.9333333333333332; 0.8629737609329446; 0.8862275449101796; 0.8572242019029426; 0.8436578171091446; 0.8614457831325302; 0.8392594769321188; 0.9018912529550827; 0.9214975845410628; 0.8993132691561762
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; 6; ica_diff; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.60465116 0.59883721 0.60465116 0.63372093 0.62352941]; 0.6013986013986014; 0.6083916083916084; 0.644055944055944; 0.5844346549192364; 0.46386946386946387; 0.6701631701631701; 0.5403225806451613; 0.41875; 0.6260416666666667; 0.5; 0.4028776978417266; 0.6027993931385504; 0.5585429314830876; 0.4423076923076923; 0.6477920227920227
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; 6; ica_diff; svdn; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.60106383 0.62234043 0.62365591 0.61827957 0.61827957]; 0.594855305466238; 0.5755627009646302; 0.833547557840617; 0.9989304812834224; 1.0; 0.9989293361884368; 0.5987261146496815; 0.6025641025641025; 0.5948304383788255; 0.5657894736842105; 0.5657894736842105; 0.5753475670307845; 0.8332260141661301; 0.8348387096774194; 0.8335525174507455
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 834; 278; 278; 0.6; 0.2; 0.2; [0.5952381  0.60119048 0.60240964 0.65060241 0.65662651]; 0.5755395683453237; 0.5827338129496403; 0.8050359712230216; 0.956109134045077; 0.9664268585131894; 0.9556354916067147; 0.6066666666666667; 0.6791044776119403; 0.5791355721393034; 0.6329113924050633; 0.6896551724137931; 0.5779102929738138; 0.8142563399588758; 0.853448275862069; 0.8049662128589884
svm_model_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; 6; ica_diff; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.89473684 0.91578947 0.88421053 0.90957447 0.89893617]; 0.8222222222222222; 0.8476190476190476; 0.9098984771573604; 0.9593147751605995; 0.9471458773784355; 0.959830866807611; 0.8362573099415205; 0.910828025477707; 0.8225026203337902; 0.8636363636363636; 0.9212121212121213; 0.843939393939394; 0.9127764127764127; 0.9345911949685535; 0.9096771595841487
ensemble_model_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; 6; ica_diff; svdne; 790; 263; 263; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.89873418 0.89873418 0.89240506 0.91772152 0.85443038]; 0.8555133079847909; 0.8555133079847909; 0.9148936170212766; 0.9550000000000002; 0.9670886075949368; 0.9544303797468354; 0.8592592592592593; 0.8992248062015504; 0.856328821011223; 0.87248322147651; 0.9629629629629629; 0.8525752314814814; 0.9181286549707602; 0.952959028831563; 0.9148356787993431
ensemble_model_v2_N26_B137_E163_nb_zones_6_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.90526316 0.90526316 0.88947368 0.91052632 0.88947368]; 0.819620253164557; 0.8291139240506329; 0.9184576485461441; 0.9811320754716981; 0.9852631578947368; 0.9810526315789473; 0.8093645484949834; 0.7658227848101266; 0.819620253164557; 0.829113924050633; 0.8136645962732919; 0.8294129432979362; 0.9177820267686424; 0.906801007556675; 0.9185020266209771
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; 8; ica_diff; svd; 1324; 441; 441; 0.600181323662738; 0.19990933816863102; 0.19990933816863102; [0.88721805 0.84962406 0.88257576 0.87121212 0.91287879]; 0.8503401360544217; 0.8299319727891157; 0.8653671804170444; 0.8807339449541284; 0.8700906344410876; 0.8821752265861027; 0.8546255506607929; 0.8899082568807339; 0.8507837248529231; 0.8400852878464818; 0.8834080717488789; 0.829318714773522; 0.8668758404303004; 0.8766999093381687; 0.8653671804170444
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; 8; ica_diff; svd; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.85470085 0.9137931  0.89224138 0.87931034 0.87068966]; 0.8217054263565892; 0.8811369509043928; 0.9054752066115702; 0.943986820428336; 0.9862306368330465; 0.9414802065404475; 0.8270676691729322; 0.8291457286432161; 0.8214877579386293; 0.8820512820512819; 0.900523560209424; 0.8813842290843038; 0.90863704443335; 0.937178166838311; 0.9053766481859948
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 1056; 352; 352; 0.6; 0.2; 0.2; [0.83018868 0.88679245 0.85849057 0.87142857 0.84285714]; 0.7897727272727273; 0.8068181818181818; 0.8982954545454546; 0.965452847805789; 0.9791666666666666; 0.9649621212121212; 0.7999999999999999; 0.8131868131868132; 0.7889463477698772; 0.8000000000000002; 0.8; 0.8065934065934066; 0.8994946659180236; 0.9102272727272728; 0.8982954545454546
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; 8; ica_diff; svdn; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.62809917 0.60743802 0.60833333 0.65833333 0.62916667]; 0.6084788029925187; 0.655860349127182; 0.7068793619142573; 0.7694728560188828; 0.8122923588039868; 0.7566445182724254; 0.6270783847980999; 0.6700507614213198; 0.6095351846322286; 0.6682692307692308; 0.7239583333333334; 0.658629884370016; 0.7210626185958254; 0.7669021190716448; 0.7075889905703052
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; 8; ica_diff; svdn; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.54782609 0.6173913  0.64912281 0.60087719 0.65350877]; 0.6246719160104987; 0.5800524934383202; 0.8331584470094439; 0.9868536371603857; 0.9842657342657343; 0.9868881118881119; 0.6226912928759893; 0.5841584158415841; 0.6272747386470491; 0.574468085106383; 0.574468085106383; 0.5799801565428289; 0.8322784810126583; 0.8201663201663202; 0.8332823126255329
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.58467742 0.56451613 0.57723577 0.53252033 0.55691057]; 0.5815085158150851; 0.5790754257907542; 0.8117704280155642; 0.9666136724960255; 0.9854132901134521; 0.965964343598055; 0.6416666666666667; 0.751219512195122; 0.5819204357092115; 0.6129753914988814; 0.6523809523809524; 0.5774342572850035; 0.822883295194508; 0.8711240310077519; 0.811538578003876
svm_model_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; 8; ica_diff; svdne; 1230; 410; 410; 0.6; 0.2; 0.2; [0.83739837 0.85772358 0.84146341 0.83739837 0.84552846]; 0.8439024390243902; 0.8731707317073171; 0.9004878048780488; 0.9278688524590164; 0.9203252032520325; 0.9284552845528455; 0.8518518518518519; 0.8288288288288288; 0.8452654782442016; 0.8617021276595744; 0.8350515463917526; 0.8712294768995801; 0.8994082840236686; 0.8845780795344326; 0.900581483339346
ensemble_model_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; 8; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.8697479  0.85714286 0.83613445 0.8907563  0.83898305]; 0.8661616161616161; 0.9015151515151515; 0.9045454545454545; 0.920032976092333; 0.9393939393939394; 0.9183501683501684; 0.8741092636579573; 0.92; 0.8656122448979592; 0.9046454767726162; 0.9536082474226805; 0.902546697968766; 0.907488986784141; 0.9382591093117408; 0.9046134256236124
ensemble_model_v2_N26_B137_E163_nb_zones_8_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 1236; 412; 412; 0.6; 0.2; 0.2; [0.87096774 0.87903226 0.88709677 0.83739837 0.86585366]; 0.8859223300970874; 0.8616504854368932; 0.9024271844660194; 0.9227091633466136; 0.9368932038834952; 0.9215210355987055; 0.8867469879518073; 0.9064039408866995; 0.8862163245103354; 0.8633093525179857; 0.8780487804878049; 0.8617297042535642; 0.9036895064686152; 0.919103313840156; 0.9024916956047975
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; 10; ica_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.85314685 0.86013986 0.83916084 0.84265734 0.82867133]; 0.8858350951374208; 0.8604651162790697; 0.8569023569023569; 0.8444130127298445; 0.8349650349650349; 0.8461538461538461; 0.8865546218487396; 0.8828451882845189; 0.8858670385867038; 0.8583690987124464; 0.8547008547008547; 0.8604048206558667; 0.8556876061120544; 0.8484848484848485; 0.8569023569023569
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; 10; ica_diff; svd; 1600; 533; 533; 0.6001500375093773; 0.19992498124531133; 0.19992498124531133; [0.871875 0.896875 0.878125 0.85625  0.896875]; 0.8376288659793815; 0.8556701030927835; 0.9145622895622896; 0.9492753623188406; 0.9825; 0.9474999999999999; 0.8396946564885496; 0.8291457286432161; 0.8378532876020313; 0.8534031413612565; 0.8624338624338624; 0.8558400467948206; 0.9164952694364459; 0.9377104377104377; 0.9145622895622896
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 1464; 488; 488; 0.6; 0.2; 0.2; [0.89795918 0.91496599 0.9109589  0.89726027 0.88013699]; 0.8223684210526315; 0.8135964912280702; 0.9036195286195287; 0.9571719918422842; 0.9617486338797814; 0.9569672131147541; 0.8343558282208589; 0.8831168831168831; 0.8215584415584415; 0.8247422680412372; 0.8888888888888888; 0.8145743145743146; 0.9063394683026584; 0.9326599326599326; 0.9036195286195285
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; 10; ica_diff; svdn; 1446; 482; 482; 0.6; 0.2; 0.2; [0.65172414 0.6        0.65172414 0.59722222 0.5625    ]; 0.5913978494623656; 0.6021505376344086; 0.7954545454545454; 0.9255533199195171; 0.9543568464730291; 0.9232365145228216; 0.5991561181434599; 0.6339285714285714; 0.5928978956727919; 0.621676891615542; 0.6307053941908713; 0.6010669828097214; 0.8019559902200488; 0.8282828282828283; 0.7954545454545454
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; 10; ica_diff; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.625      0.63513514 0.5952381  0.62585034 0.65306122]; 0.623059866962306; 0.5875831485587583; 0.8468013468013468; 0.9945872801082545; 0.9972862957937585; 0.994572591587517; 0.6205357142857143; 0.6435185185185185; 0.6238869188337274; 0.6059322033898306; 0.6085106382978723; 0.5866627265563436; 0.8482068390325271; 0.8560606060606061; 0.8468013468013468
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 1548; 516; 516; 0.6; 0.2; 0.2; [0.58387097 0.58064516 0.59032258 0.60967742 0.56818182]; 0.5555555555555556; 0.5821256038647343; 0.8282828282828283; 0.9673704414587332; 0.9767441860465116; 0.9670542635658914; 0.6290322580645161; 0.7188940092165899; 0.5472642634915437; 0.6357894736842105; 0.766497461928934; 0.5906220028538679; 0.8389897395422257; 0.8947811447811448; 0.8282828282828284
svm_model_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; 10; ica_diff; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.91216216 0.90878378 0.90540541 0.89189189 0.88175676]; 0.8258928571428571; 0.8102678571428571; 0.8804713804713805; 0.9211726384364821; 0.9554054054054054; 0.9182432432432434; 0.8211009174311927; 0.7920353982300885; 0.8261978792952245; 0.8140043763676149; 0.8378378378378378; 0.8105118392729012; 0.8830313014827017; 0.9023569023569024; 0.8804713804713804
ensemble_model_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; 10; ica_diff; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.86       0.89666667 0.87666667 0.88333333 0.86666667]; 0.8858447488584474; 0.8561643835616438; 0.9078282828282829; 0.9302631578947369; 0.9426666666666667; 0.9293333333333333; 0.8853211009174312; 0.9234449760765551; 0.8874866801780156; 0.8690228690228691; 0.9126637554585153; 0.8534610643321285; 0.9101354123922856; 0.9335016835016835; 0.9078282828282828
ensemble_model_v2_N26_B137_E163_nb_zones_10_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 1542; 514; 514; 0.6; 0.2; 0.2; [0.88709677 0.88636364 0.90584416 0.90584416 0.88961039]; 0.8177458033573142; 0.8633093525179856; 0.92003367003367; 0.9637635092180546; 0.9831387808041504; 0.9630350194552529; 0.812807881773399; 0.7783018867924528; 0.8184192360791532; 0.8633093525179857; 0.8780487804878049; 0.8635526921306949; 0.9207011686143572; 0.9284511784511784; 0.9200336700336701
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; 12; ica_diff; svd; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.87640449 0.86516854 0.85955056 0.85955056 0.88700565]; 0.8327759197324415; 0.8561872909698997; 0.8619528619528619; 0.8696616749861342; 0.8818897637795275; 0.8678290213723284; 0.8355263157894737; 0.8193548387096774; 0.8332885304659498; 0.8480565371024734; 0.8333333333333334; 0.8553763440860216; 0.8627615062761507; 0.8678451178451179; 0.861952861952862
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; 12; ica_diff; svd; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.84011628 0.8255814  0.84011628 0.83430233 0.85087719]; 0.9422492401215805; 0.9422492401215805; 0.9457070707070707; 0.9473684210526316; 0.9534342258440046; 0.9470314318975552; 0.9364548494983278; 0.9090909090909091; 0.9402597402597402; 0.9432835820895522; 0.9028571428571428; 0.944935064935065; 0.9454083791790098; 0.9402356902356902; 0.9457070707070707
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svd; 26; 137; 163; zones; ica_diff; svd; 1930; 643; 643; 0.6001243781094527; 0.19993781094527363; 0.19993781094527363; [0.89896373 0.90932642 0.90673575 0.88601036 0.91709845]; 0.8565022421524664; 0.8251121076233184; 0.9297138047138047; 0.9507692307692307; 0.960621761658031; 0.9502590673575129; 0.8545454545454545; 0.8034188034188035; 0.8592565715207224; 0.823529411764706; 0.8584905660377359; 0.8266811804547655; 0.9301547469677959; 0.936026936026936; 0.9297138047138048
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; 12; ica_diff; svdn; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.66666667 0.63661202 0.64754098 0.61813187 0.66208791]; 0.5963636363636363; 0.6218181818181818; 0.7037037037037037; 0.7568373943311784; 0.8335158817086528; 0.7322015334063526; 0.6336633663366337; 0.7559055118110236; 0.6076824856352415; 0.7011494252873564; 0.8243243243243243; 0.6050755479889338; 0.7355371900826446; 0.8240740740740741; 0.7037037037037037
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; 12; ica_diff; svdn; 1692; 564; 564; 0.6; 0.2; 0.2; [0.57058824 0.63017751 0.65680473 0.6183432  0.6183432 ]; 0.5818713450292398; 0.631578947368421; 0.8745791245791246; 0.982870643827525; 0.983451536643026; 0.9828605200945627; 0.5806451612903226; 0.55; 0.583641975308642; 0.6181818181818182; 0.6296296296296297; 0.6314814814814815; 0.8739424703891708; 0.8695286195286195; 0.8745791245791246
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svdn; 26; 137; 163; zones; ica_diff; svdn; 1788; 596; 596; 0.6; 0.2; 0.2; [0.56703911 0.60335196 0.60335196 0.61731844 0.61235955]; 0.5068027210884354; 0.564625850340136; 0.8606902356902357; 0.968096809680968; 0.9843400447427293; 0.9675615212527965; 0.5510835913312694; 0.6095890410958904; 0.5074972232506479; 0.5949367088607596; 0.6351351351351351; 0.564142910033321; 0.8652828652828652; 0.8947811447811448; 0.8606902356902356
svm_model_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; 12; ica_diff; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.87640449 0.87921348 0.88764045 0.89606742 0.91242938]; 0.8327759197324415; 0.8494983277591973; 0.9086700336700336; 0.9314606741573034; 0.9325084364454443; 0.9313835770528684; 0.8554913294797688; 0.961038961038961; 0.8287953425884461; 0.8632218844984803; 0.9793103448275862; 0.8532915360501567; 0.9116089613034623; 0.9419191919191919; 0.9086700336700337
ensemble_model_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; 12; ica_diff; svdne; 1914; 638; 638; 0.6; 0.2; 0.2; [0.86458333 0.890625   0.84554974 0.88481675 0.87696335]; 0.9134199134199135; 0.8744588744588745; 0.9381313131313131; 0.9482576557550157; 0.9383490073145245; 0.9487983281086729; 0.9173553719008265; 0.9568965517241379; 0.9132308845577211; 0.8786610878661089; 0.9130434782608695; 0.8746251874062969; 0.9381052631578947; 0.9377104377104377; 0.9381313131313131
ensemble_model_v2_N26_B137_E163_nb_zones_12_ica_diff_svdne; 26; 137; 163; zones; ica_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.89385475 0.91061453 0.91620112 0.90223464 0.87709497]; 0.8191126279863481; 0.8156996587030717; 0.9217171717171717; 0.9562811289429994; 0.9653631284916201; 0.9558659217877095; 0.8295819935691319; 0.8376623376623377; 0.8181117443707371; 0.8098591549295774; 0.8273381294964028; 0.816266467345604; 0.922564529558701; 0.9326599326599326; 0.9217171717171716
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; 4; ica_diff; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.72881356 0.74137931 0.84482759 0.87068966 0.79310345]; 0.788659793814433; 0.865979381443299; 0.8123711340206186; 0.7905282331511839; 0.7457044673539519; 0.8024054982817871; 0.7630057803468209; 0.7252747252747253; 0.7849674597247414; 0.8522727272727273; 0.78125; 0.8651147959183674; 0.7973273942093541; 0.7489539748953975; 0.811468857366398
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; 4; ica_diff; svd; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.87692308 0.87692308 0.88461538 0.84615385 0.89230769]; 0.875; 0.8981481481481481; 0.9158964879852126; 0.9367469879518072; 0.9569230769230769; 0.9353846153846155; 0.8831168831168832; 0.8793103448275862; 0.8746551724137931; 0.89; 0.898989898989899; 0.8982128982128983; 0.9168949771689497; 0.9296296296296296; 0.9159218258849255
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.88636364 0.79545455 0.87878788 0.85384615 0.82307692]; 0.8669724770642202; 0.8302752293577982; 0.9065934065934066; 0.9470588235294118; 0.9817073170731707; 0.9451219512195121; 0.8755364806866953; 0.9532710280373832; 0.8685274059105835; 0.8489795918367348; 0.9043478260869565; 0.8259603208104686; 0.9119170984455959; 0.96; 0.9061992619926199
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; 4; ica_diff; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.50877193 0.52631579 0.48245614 0.45535714 0.52678571]; 0.5531914893617021; 0.5797872340425532; 0.6804670912951167; 0.7830188679245282; 0.8798586572438163; 0.7561837455830389; 0.631578947368421; 0.7128712871287128; 0.5403436895413679; 0.6359447004608295; 0.7419354838709677; 0.5814940577249575; 0.7215541165587418; 0.8176100628930818; 0.6786975045648205
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; 4; ica_diff; svdn; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.59615385 0.60576923 0.67307692 0.65384615 0.66666667]; 0.627906976744186; 0.5988372093023255; 0.8445475638051044; 0.9980732177263969; 1.0; 0.9980694980694981; 0.6279069767441862; 0.6136363636363636; 0.6282467532467532; 0.5548387096774193; 0.524390243902439; 0.5955284552845529; 0.8416075650118204; 0.8298368298368298; 0.8444796158422024
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.59701493 0.52985075 0.5530303  0.57575758 0.50757576]; 0.5294117647058824; 0.5927601809954751; 0.8164556962025317; 0.9865470852017937; 0.9939759036144579; 0.9864457831325301; 0.59375; 0.6333333333333333; 0.5196369636963696; 0.6017699115044248; 0.6666666666666666; 0.5980392156862745; 0.8236316246741964; 0.855595667870036; 0.8163847904567572
svm_model_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; 4; ica_diff; svdne; 594; 198; 198; 0.6; 0.2; 0.2; [0.90833333 0.85833333 0.8220339  0.79661017 0.84745763]; 0.8434343434343434; 0.9040404040404041; 0.8636363636363636; 0.8556876061120544; 0.8484848484848485; 0.8569023569023569; 0.837696335078534; 0.8602150537634409; 0.8443932411674347; 0.9147982062780269; 0.9272727272727272; 0.9011363636363636; 0.8654037886340977; 0.868; 0.8635918367346938
ensemble_model_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; 4; ica_diff; svdne; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.90625   0.8984375 0.9140625 0.875     0.8984375]; 0.8967136150234741; 0.8403755868544601; 0.9080675422138836; 0.9329073482428115; 0.9125; 0.9343750000000002; 0.9126984126984128; 0.9829059829059829; 0.8872863247863247; 0.8559322033898306; 0.926605504587156; 0.838302752293578; 0.9120287253141831; 0.9304029304029304; 0.9075091575091575
ensemble_model_v2_N26_B174_E200_nb_zones_4_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.9        0.83636364 0.92727273 0.84545455 0.90740741]; 0.8846153846153846; 0.8736263736263736; 0.9331140350877193; 0.969147005444646; 0.9744525547445255; 0.9689781021897811; 0.8911917098445595; 0.9052631578947369; 0.8836660617059892; 0.8588957055214724; 0.875; 0.8737745098039216; 0.9327453142227122; 0.9420935412026726; 0.9332497943594358
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; 6; ica_diff; svd; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.86666667 0.82777778 0.86666667 0.85393258 0.85955056]; 0.8389261744966443; 0.8221476510067114; 0.8451742627345844; 0.8515981735159817; 0.8325892857142857; 0.8549107142857143; 0.8248175182481752; 0.7847222222222222; 0.8371663059163059; 0.8166089965397922; 0.7919463087248322; 0.8221476510067114; 0.8394718554551772; 0.815114709851552; 0.8449741325556029
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; 6; ica_diff; svd; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.90322581 0.86413043 0.90217391 0.86413043 0.84782609]; 0.8957654723127035; 0.8762214983713354; 0.9088541666666666; 0.9261603375527427; 0.9522776572668112; 0.9240780911062906; 0.9030303030303031; 0.9141104294478528; 0.8945552147239264; 0.8733333333333334; 0.8972602739726028; 0.87720156555773; 0.9112801013941698; 0.9337662337662338; 0.908789122105049
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.81868132 0.80769231 0.81318681 0.87362637 0.82967033]; 0.8910891089108911; 0.8679867986798679; 0.9195250659630607; 0.9477054429028815; 0.9758241758241758; 0.9461538461538461; 0.897196261682243; 0.935064935064935; 0.8903512594787761; 0.8830409356725146; 0.8830409356725146; 0.8657628920786816; 0.9237500000000001; 0.9474358974358974; 0.9186907748049052
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; 6; ica_diff; svdn; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.66666667 0.61235955 0.58426966 0.6011236  0.65168539]; 0.6397306397306397; 0.622895622895623; 0.8223418573351279; 0.9516648764769065; 0.9932735426008968; 0.9495515695067265; 0.6786786786786786; 0.6975308641975309; 0.6339506172839506; 0.6216216216216216; 0.6764705882352942; 0.6270551698940446; 0.8307692307692308; 0.8709677419354839; 0.8222763237979307
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; 6; ica_diff; svdn; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.56875 0.5875  0.5875  0.5875  0.5375 ]; 0.6015037593984962; 0.6428571428571429; 0.8430930930930931; 0.99; 0.99; 0.99; 0.6513157894736842; 0.7674418604651163; 0.6063486674588355; 0.6643109540636042; 0.706766917293233; 0.6428571428571428; 0.8493150684931507; 0.8897280966767371; 0.8433715110249357
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 852; 284; 284; 0.6; 0.2; 0.2; [0.55232558 0.52352941 0.55294118 0.56470588 0.57058824]; 0.545774647887324; 0.5598591549295775; 0.8098591549295775; 0.9813519813519814; 0.9882629107981221; 0.9812206572769953; 0.5798045602605864; 0.6312056737588653; 0.5463720676486634; 0.6177370030581039; 0.6824324324324325; 0.5544515103338633; 0.819034852546917; 0.8545454545454545; 0.8095422308188265
svm_model_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; 6; ica_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.88829787 0.86702128 0.87234043 0.87096774 0.89247312]; 0.8717948717948718; 0.8525641025641025; 0.8737179487179487; 0.8875379939209727; 0.9358974358974359; 0.8814102564102564; 0.8757763975155279; 0.9038461538461539; 0.8717948717948718; 0.8571428571428572; 0.92; 0.8550617283950617; 0.8792152053954628; 0.9263565891472868; 0.8741197704006154
ensemble_model_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; 6; ica_diff; svdne; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [0.88235294 0.875      0.9047619  0.88095238 0.88690476]; 0.8714285714285714; 0.875; 0.891583452211127; 0.9036860879904876; 0.9026128266033254; 0.9038004750593824; 0.88; 0.9428571428571428; 0.8714285714285714; 0.8852459016393441; 0.8940397350993378; 0.8733764566969555; 0.8948824343015214; 0.9087078651685393; 0.8913104543234001
ensemble_model_v2_N26_B174_E200_nb_zones_6_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.95698925 0.95698925 0.96774194 0.94623656 0.94021739]; 0.8187702265372169; 0.8284789644012945; 0.9152652005174644; 0.9762419006479481; 0.9741379310344828; 0.9762931034482758; 0.8303030303030303; 0.8954248366013072; 0.8195072900955254; 0.8531855955678669; 0.9333333333333333; 0.8208333333333333; 0.9189857761286332; 0.9501278772378516; 0.9148545145351563
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; 8; ica_diff; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.78695652 0.76956522 0.74122807 0.80263158 0.75438596]; 0.821522309711286; 0.8503937007874016; 0.7974816369359916; 0.759447004608295; 0.7202797202797203; 0.771853146853147; 0.8210526315789475; 0.7609756097560976; 0.8265105321507762; 0.8328445747800585; 0.8068181818181818; 0.8473115299334811; 0.7862679955703211; 0.74501573976915; 0.7974816369359915
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; 8; ica_diff; svd; 1136; 378; 378; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.89035088 0.89035088 0.84210526 0.90707965 0.86725664]; 0.8677248677248677; 0.8597883597883598; 0.9090909090909091; 0.9408740359897172; 0.9665492957746479; 0.9392605633802817; 0.8641304347826086; 0.8688524590163934; 0.86775956284153; 0.8691358024691357; 0.8979591836734694; 0.858320251177394; 0.9113402061855669; 0.9334741288278775; 0.9090651067419812
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.89912281 0.89380531 0.88053097 0.87168142 0.86725664]; 0.8222811671087533; 0.870026525198939; 0.9072110286320254; 0.948561464690497; 0.9611307420494699; 0.9478798586572438; 0.8377723970944311; 0.9611111111111111; 0.8282712915961647; 0.8873563218390804; 0.9846938775510204; 0.8652751155710903; 0.912280701754386; 0.9660297239915074; 0.9072733365720249
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; 8; ica_diff; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.5840708  0.60619469 0.63274336 0.61061947 0.63839286]; 0.601063829787234; 0.6117021276595744; 0.698936170212766; 0.7853736089030207; 0.875886524822695; 0.7606382978723403; 0.6411483253588517; 0.7657142857142857; 0.6117128642501777; 0.6784140969162995; 0.8020833333333334; 0.6075634057971014; 0.7342723004694834; 0.8399570354457573; 0.7002735651412137
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; 8; ica_diff; svdn; 1288; 429; 429; 0.6001863932898416; 0.1999068033550792; 0.1999068033550792; [0.6124031  0.59302326 0.65503876 0.62790698 0.703125  ]; 0.6363636363636364; 0.5920745920745921; 0.83690587138863; 0.9851909586905689; 0.9813664596273292; 0.9852484472049688; 0.6854838709677419; 0.7359307359307359; 0.628066378066378; 0.626865671641791; 0.7101449275362319; 0.5960634547591069; 0.8443060498220641; 0.8770794824399261; 0.8365660570094366
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 1078; 359; 359; 0.6002227171492205; 0.19988864142538976; 0.19988864142538976; [0.57407407 0.56944444 0.63888889 0.64814815 0.59345794]; 0.5793871866295265; 0.5571030640668524; 0.8173719376391982; 0.9834862385321101; 0.9944341372912802; 0.9833024118738404; 0.6234413965087282; 0.6944444444444444; 0.5790657976412167; 0.6327944572748269; 0.7248677248677249; 0.5477279800809213; 0.8295218295218295; 0.8788546255506607; 0.8166795650275825
svm_model_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; 8; ica_diff; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.9057377  0.8852459  0.88114754 0.91322314 0.92561983]; 0.8567901234567902; 0.8419753086419753; 0.8815399802566634; 0.9021558872305141; 0.8947368421052632; 0.9029605263157895; 0.8644859813084113; 0.925; 0.8576219512195122; 0.8511627906976744; 0.8883495145631068; 0.8411596819046689; 0.8837209302325582; 0.8994082840236687; 0.8815223238300162
ensemble_model_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; 8; ica_diff; svdne; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.81854839 0.875      0.85365854 0.87398374 0.84146341]; 0.9002433090024331; 0.8953771289537713; 0.8905642023346303; 0.8909512761020882; 0.93354943273906; 0.8857374392220421; 0.9026128266033253; 0.9047619047619048; 0.900142146410803; 0.8992974238875878; 0.927536231884058; 0.8951406649616369; 0.8949089210649229; 0.9264990328820116; 0.8903532346406144
ensemble_model_v2_N26_B174_E200_nb_zones_8_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.79831933 0.85714286 0.83613445 0.85714286 0.86554622]; 0.8888888888888888; 0.8863636363636364; 0.8854692230070635; 0.886138613861386; 0.9025210084033614; 0.8840336134453781; 0.8926829268292683; 0.8970588235294118; 0.8886335784313726; 0.8849104859335039; 0.9010416666666666; 0.8867953431372548; 0.8872329855936415; 0.9011099899091827; 0.8854692230070637
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; 10; ica_diff; svd; 1500; 500; 500; 0.6; 0.2; 0.2; [0.83333333 0.84       0.83       0.84666667 0.82333333]; 0.8584474885844748; 0.8812785388127854; 0.8480639730639731; 0.8281141266527487; 0.7933333333333333; 0.8353333333333334; 0.8622222222222222; 0.9023255813953488; 0.8592345395765982; 0.8907563025210083; 0.9506726457399103; 0.8799874856606529; 0.8472280998730428; 0.8425925925925926; 0.8480639730639731
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; 10; ica_diff; svd; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.86333333 0.86241611 0.8557047  0.86577181 0.82885906]; 0.9072398190045249; 0.8846153846153846; 0.9141414141414141; 0.9260237780713342; 0.9396782841823056; 0.9249329758713136; 0.9181636726546907; 0.9745762711864406; 0.9023366792825408; 0.8874172185430464; 0.9757281553398058; 0.8904064505512588; 0.9173419773095625; 0.9528619528619529; 0.9141414141414141
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.88636364 0.87012987 0.89869281 0.86601307 0.89215686]; 0.833729216152019; 0.8527315914489311; 0.9027777777777778; 0.9369828134945895; 0.9595827900912647; 0.9354628422425031; 0.8401826484018265; 0.8846153846153846; 0.8343264716504153; 0.8577981651376148; 0.8779342723004695; 0.8524286746117732; 0.905521472392638; 0.9318181818181818; 0.9027777777777777
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; 10; ica_diff; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.63422819 0.62080537 0.62751678 0.67114094 0.60810811]; 0.6193693693693694; 0.6328828828828829; 0.6919191919191919; 0.7552019583843329; 0.8293010752688172; 0.7311827956989247; 0.6572008113590264; 0.7465437788018433; 0.6221705678150187; 0.6733466933867736; 0.7400881057268722; 0.6304127164579062; 0.7212490479817213; 0.7971380471380471; 0.6919191919191918
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; 10; ica_diff; svdn; 1482; 494; 494; 0.6; 0.2; 0.2; [0.60738255 0.60135135 0.62162162 0.61486486 0.62162162]; 0.6644295302013423; 0.6241610738255033; 0.8615319865319865; 0.992602555480834; 0.9959514170040485; 0.9925775978407557; 0.6710526315789473; 0.6830357142857143; 0.6643878122998079; 0.6485355648535563; 0.695067264573991; 0.6243193465727098; 0.8641057414291615; 0.8804713804713805; 0.8615319865319866
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.61619718 0.63120567 0.59574468 0.60992908 0.57092199]; 0.6021276595744681; 0.551063829787234; 0.8163265306122449; 0.9763231197771588; 0.9929178470254958; 0.9759206798866855; 0.6465028355387524; 0.7154811715481172; 0.600164828198301; 0.5838264299802761; 0.6379310344827587; 0.5521587945523037; 0.8252427184466019; 0.8666100254885302; 0.8162837361485203
svm_model_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; 10; ica_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.82885906 0.83783784 0.87162162 0.9222973  0.85472973]; 0.8791946308724832; 0.9038031319910514; 0.8745791245791246; 0.866089273817455; 0.8771929824561403; 0.8643724696356275; 0.8836206896551724; 0.9318181818181818; 0.8800060072086503; 0.9102296450939458; 0.960352422907489; 0.9029034841810172; 0.8780687397708674; 0.9031986531986532; 0.8745791245791247
ensemble_model_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; 10; ica_diff; svdne; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.81372549 0.84640523 0.8496732  0.84539474 0.86513158]; 0.8894117647058823; 0.9129411764705883; 0.8901515151515151; 0.8851395197923426; 0.8938401048492791; 0.8840104849279161; 0.8953229398663698; 0.9571428571428572; 0.8901993355481728; 0.9186813186813186; 0.9720930232558139; 0.9122369878183831; 0.8932515337423313; 0.9191919191919192; 0.8901515151515151
ensemble_model_v2_N26_B174_E200_nb_zones_10_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.83666667 0.86333333 0.87       0.86       0.90666667]; 0.8721461187214612; 0.8835616438356164; 0.8939393939393939; 0.9060272197018795; 0.932; 0.9033333333333333; 0.8766519823788547; 0.9476190476190476; 0.875125313283208; 0.8952772073921971; 0.956140350877193; 0.8804511278195489; 0.8985507246376813; 0.9393939393939394; 0.893939393939394
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; 12; ica_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.83238636 0.81818182 0.83522727 0.81818182 0.83428571]; 0.9061488673139159; 0.889967637540453; 0.8455387205387206; 0.8215962441314554; 0.7963594994311718; 0.8270762229806599; 0.9123867069486405; 0.949685534591195; 0.9048427672955975; 0.8930817610062893; 0.9466666666666667; 0.8915723270440252; 0.844028899277518; 0.8358585858585859; 0.8455387205387206
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; 12; ica_diff; svd; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.85955056 0.83615819 0.87288136 0.84745763 0.85875706]; 0.9403973509933775; 0.9072847682119205; 0.9322390572390572; 0.9355742296918766; 0.9424379232505643; 0.9351015801354401; 0.9395973154362417; 0.9655172413793104; 0.9413573468043049; 0.9135802469135802; 0.9426751592356688; 0.905820338238524; 0.9331117573743248; 0.9452861952861953; 0.9322390572390573
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svd; 26; 174; 200; zones; ica_diff; svd; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.88953488 0.84883721 0.86337209 0.86337209 0.84883721]; 0.8841463414634146; 0.8780487804878049; 0.9061447811447811; 0.9173789173789174; 0.936046511627907; 0.9156976744186046; 0.8967391304347827; 0.9763313609467456; 0.881247441479662; 0.8837209302325582; 0.9559748427672956; 0.8803542852889733; 0.9096068098905552; 0.9444444444444444; 0.9061447811447811
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; 12; ica_diff; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.58092486 0.62427746 0.57514451 0.6416185  0.59011628]; 0.6790123456790124; 0.595679012345679; 0.726010101010101; 0.7824267782426777; 0.8657407407407407; 0.7592592592592593; 0.6941176470588236; 0.7515923566878981; 0.6811853999008353; 0.6288951841359774; 0.6646706586826348; 0.5934818261566039; 0.7500959692898272; 0.8223905723905723; 0.726010101010101
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; 12; ica_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.64124294 0.6299435  0.61016949 0.61864407 0.66193182]; 0.555921052631579; 0.6052631578947368; 0.8884680134680135; 0.9943310657596373; 0.9920814479638009; 0.994343891402715; 0.5659163987138265; 0.5866666666666667; 0.5563203463203463; 0.6428571428571428; 0.7012987012987013; 0.603982683982684; 0.8900871007880548; 0.9031986531986532; 0.8884680134680134
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svdn; 26; 174; 200; zones; ica_diff; svdn; 1824; 608; 608; 0.6; 0.2; 0.2; [0.56557377 0.6010929  0.59340659 0.60714286 0.57967033]; 0.5905797101449275; 0.5543478260869565; 0.8724747474747475; 0.9636462289744981; 0.9736842105263158; 0.9632675438596492; 0.6565349544072949; 0.7769784172661871; 0.5892191356403929; 0.6238532110091742; 0.7445255474452555; 0.5557160111326997; 0.8787515006002401; 0.9242424242424242; 0.8724747474747475
svm_model_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; 12; ica_diff; svdne; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.87209302 0.875      0.89825581 0.86627907 0.89766082]; 0.8693009118541033; 0.8297872340425532; 0.8796296296296297; 0.8940509915014164; 0.9185098952270081; 0.8911525029103609; 0.8708708708708709; 0.9119496855345912; 0.8706807251202366; 0.8494623655913979; 0.9294117647058824; 0.8263411024787275; 0.8842105263157894; 0.9191919191919192; 0.8796296296296295
ensemble_model_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; 12; ica_diff; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.86235955 0.88483146 0.88483146 0.90168539 0.89325843]; 0.8657718120805369; 0.87248322147651; 0.8935185185185185; 0.9051490514905149; 0.9382022471910112; 0.901685393258427; 0.8675496688741722; 0.8506493506493507; 0.8662968975468975; 0.8680555555555556; 0.8680555555555556; 0.8723394660894661; 0.8960985626283368; 0.9183501683501684; 0.8935185185185185
ensemble_model_v2_N26_B174_E200_nb_zones_12_ica_diff_svdne; 26; 174; 200; zones; ica_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.8423913  0.86413043 0.85869565 0.86956522 0.87704918]; 0.9033457249070632; 0.9070631970260223; 0.9103535353535354; 0.9132762312633833; 0.9281828073993471; 0.9118607181719259; 0.9139072847682118; 0.9787234042553191; 0.8995179521276595; 0.9084249084249085; 0.96875; 0.909906914893617; 0.9128121162505116; 0.9385521885521886; 0.9103535353535352
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; 4; svd_trunc_diff; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [1.         0.99193548 0.97580645 0.98360656 0.99180328]; 0.7170731707317073; 0.7317073170731707; 0.8879142300194932; 0.9967426710097721; 0.9935064935064936; 0.9967532467532467; 0.7128712871287128; 0.6857142857142857; 0.7178571428571429; 0.717948717948718; 0.7291666666666666; 0.7315558103975535; 0.8862512363996043; 0.8801571709233792; 0.887854214088382
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; 4; svd_trunc_diff; svd; 672; 224; 224; 0.6; 0.2; 0.2; [0.96323529 0.96268657 0.97761194 0.99253731 1.        ]; 0.7142857142857143; 0.6517857142857143; 0.8732142857142857; 1.0; 1.0; 1.0; 0.7866666666666667; 0.9516129032258065; 0.6858064516129032; 0.7214285714285715; 0.9351851851851852; 0.661558109833972; 0.8865814696485623; 0.977112676056338; 0.8717085119412125
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [1.         0.97413793 1.         1.         1.        ]; 0.7760416666666666; 0.7708333333333334; 0.9095634095634095; 1.0; 1.0; 1.0; 0.8054298642533936; 0.9468085106382979; 0.7795267042987407; 0.7904761904761906; 0.9222222222222223; 0.7797385620915033; 0.9137760158572845; 0.9746300211416491; 0.9106278940064074
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; 4; svd_trunc_diff; svdn; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.9296875  0.90625    0.953125   0.890625   0.92857143]; 0.5377358490566038; 0.5424528301886793; 0.7975517890772128; 0.9694189602446484; 0.9937304075235109; 0.9686520376175549; 0.6573426573426573; 0.8703703703703703; 0.5313390313390313; 0.6596491228070176; 0.9306930693069307; 0.5599411292480599; 0.8244897959183672; 0.9564393939393939; 0.7984444160708206
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; 4; svd_trunc_diff; svdn; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.89344262 0.87704918 0.90163934 0.85245902 0.87704918]; 0.6009852216748769; 0.5221674876847291; 0.8188976377952756; 0.9902280130293161; 0.9967213114754099; 0.9901639344262295; 0.6988847583643122; 0.9306930693069307; 0.6026014366142497; 0.622568093385214; 0.9302325581395349; 0.5762273901808785; 0.83859649122807; 0.9715447154471545; 0.823558617265562
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.97014925 0.90298507 0.93283582 0.92424242 0.88636364]; 0.6081081081081081; 0.5540540540540541; 0.8324324324324325; 1.0; 1.0; 1.0; 0.6989619377162629; 0.8938053097345132; 0.6028659576195501; 0.6621160409556314; 0.9150943396226415; 0.5696161353285621; 0.8509615384615385; 0.9619565217391305; 0.8331287985039739
svm_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; 4; svd_trunc_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [1. 1. 1. 1. 1.]; 0.7777777777777778; 0.7361111111111112; 0.9029574861367837; 1.0; 1.0; 1.0; 0.8064516129032259; 0.9090909090909091; 0.7753001715265867; 0.7832699619771863; 0.8956521739130435; 0.7250538097287991; 0.9095607235142118; 0.96; 0.9019924812030076
ensemble_model_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; 4; svd_trunc_diff; svdne; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [1.         1.         1.         0.96825397 0.99206349]; 0.6777251184834123; 0.6824644549763034; 0.8721590909090909; 1.0; 1.0; 1.0; 0.7068965517241379; 0.8282828282828283; 0.6864628427128427; 0.7172995780590717; 0.794392523364486; 0.6808501078360891; 0.8776065276518586; 0.9254302103250478; 0.8726588199842875
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 502; 167; 167; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.99019608 1.         1.         1.         0.99      ]; 0.7604790419161677; 0.7904191616766467; 0.9102870813397129; 1.0; 1.0; 1.0; 0.7560975609756098; 0.9393939393939394; 0.7914791479147916; 0.8401826484018264; 0.9583333333333334; 0.7608568075117372; 0.9152542372881357; 0.9806295399515739; 0.911118552481697
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; 6; svd_trunc_diff; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [1.         0.99431818 1.         0.98863636 0.99431818]; 0.6313993174061433; 0.689419795221843; 0.864256480218281; 1.0; 1.0; 1.0; 0.701657458563536; 0.8466666666666667; 0.6261305361305362; 0.7506849315068493; 0.8954248366013072; 0.6798552754435108; 0.8761667703795893; 0.9475100942126514; 0.8631049779500325
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; 6; svd_trunc_diff; svd; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.98958333 0.984375   0.99479167 0.99473684 0.98947368]; 0.7358490566037735; 0.7138364779874213; 0.8900753768844221; 1.0; 1.0; 1.0; 0.7741935483870969; 0.8944099378881988; 0.7338291727657554; 0.7479224376731302; 0.8766233766233766; 0.7187994931897371; 0.896388395500296; 0.9546027742749055; 0.8903176574753752
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.98901099 0.99450549 0.98333333 0.98333333 1.        ]; 0.8006644518272426; 0.7508305647840532; 0.9103585657370518; 1.0; 1.0; 1.0; 0.8064516129032259; 0.8445945945945946; 0.8013822646175587; 0.7678018575851394; 0.8051948051948052; 0.7495361781076066; 0.9121665582303188; 0.9297082228116711; 0.9103328348100909
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; 6; svd_trunc_diff; svdn; 1020; 340; 340; 0.6; 0.2; 0.2; [0.88235294 0.91666667 0.93627451 0.90196078 0.91666667]; 0.49411764705882355; 0.5323529411764706; 0.7935294117647059; 0.9806949806949807; 0.996078431372549; 0.9803921568627451; 0.6194690265486725; 0.8484848484848485; 0.5042424242424243; 0.6609808102345417; 0.8959537572254336; 0.5258211899899623; 0.8206438426162495; 0.9469339622641509; 0.7938895163433431
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; 6; svd_trunc_diff; svdn; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.84693878 0.87244898 0.85714286 0.84536082 0.86597938]; 0.5876923076923077; 0.49846153846153846; 0.8173431734317343; 1.0; 1.0; 1.0; 0.6715686274509803; 0.85625; 0.5917613636363637; 0.6014669926650366; 0.82; 0.5214285714285714; 0.8343558282208589; 0.9373433583959899; 0.8195170898260143
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.86170213 0.85638298 0.88297872 0.87634409 0.85483871]; 0.483974358974359; 0.5192307692307693; 0.7897435897435897; 0.9821615949632738; 1.0; 0.9818376068376069; 0.5636856368563685; 0.7591240875912408; 0.5138477580813348; 0.6305418719211823; 0.7901234567901234; 0.508395061728395; 0.8101851851851851; 0.9126466753585397; 0.7917583944258022
svm_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; 6; svd_trunc_diff; svdne; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [1.         0.98850575 1.         0.99418605 0.99418605]; 0.8298611111111112; 0.8090277777777778; 0.9271844660194175; 0.9988465974625144; 1.0; 0.9988452655889146; 0.8205128205128205; 0.7832167832167832; 0.8295394260911503; 0.7970479704797048; 0.75; 0.8090277777777778; 0.9255846917080085; 0.9069444444444444; 0.9271564327485381
ensemble_model_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; 6; svd_trunc_diff; svdne; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [1.         0.99450549 0.98351648 0.98351648 0.99444444]; 0.7947019867549668; 0.7417218543046358; 0.9074074074074074; 1.0; 1.0; 1.0; 0.8154761904761905; 0.8782051282051282; 0.7918422901299613; 0.7719298245614036; 0.8571428571428571; 0.7393822393822393; 0.9117276166456494; 0.9463350785340314; 0.9069910686787804
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [1.         0.98837209 0.99418605 1.         0.99411765]; 0.7263157894736842; 0.7228070175438597; 0.8899018232819075; 1.0; 1.0; 1.0; 0.7664670658682635; 0.920863309352518; 0.7309795998817383; 0.7723342939481267; 0.9305555555555556; 0.720596926713948; 0.8978529603122967; 0.9704641350210971; 0.8901271724056534
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; 8; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [1.         0.99583333 0.97916667 0.99159664 0.98739496]; 0.6809045226130653; 0.7110552763819096; 0.8785140562248996; 1.0; 1.0; 1.0; 0.7413441955193482; 0.978494623655914; 0.6991529722053155; 0.7817836812144212; 0.9903846153846154; 0.6978238866396762; 0.8906955736224028; 0.9939516129032258; 0.8789758064516129
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; 8; svd_trunc_diff; svd; 1248; 416; 416; 0.6; 0.2; 0.2; [0.992      0.98       0.988      0.992      0.99193548]; 0.7019230769230769; 0.7115384615384616; 0.8826923076923077; 1.0; 1.0; 1.0; 0.7549407114624506; 0.8721461187214612; 0.6924182370257053; 0.7551020408163265; 0.8894230769230769; 0.7115384615384615; 0.89126559714795; 0.9514747859181731; 0.8819570236685133
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.97520661 0.9875     0.96666667 0.975      0.9875    ]; 0.7325; 0.76; 0.8981018981018981; 0.9991673605328892; 0.9983361064891847; 0.9991680532445923; 0.7775467775467775; 0.9689119170984456; 0.740494605892218; 0.8132295719844358; 0.9766355140186916; 0.7436941010953673; 0.907103825136612; 0.9880952380952381; 0.8974681421864521
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; 8; svd_trunc_diff; svdn; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.95121951 0.94308943 0.94308943 0.91803279 0.92213115]; 0.5514705882352942; 0.5686274509803921; 0.8060724779627816; 0.9702811244979919; 0.9853181076672104; 0.9698205546492659; 0.674955595026643; 0.9405940594059405; 0.55524848601365; 0.6901408450704226; 0.9289099526066351; 0.555825534678952; 0.8333333333333333; 0.9649122807017544; 0.8052907860201685
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; 8; svd_trunc_diff; svdn; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.92672414 0.88793103 0.92241379 0.90869565 0.89565217]; 0.4961038961038961; 0.5688311688311688; 0.8047767393561787; 0.9862542955326461; 0.9930795847750865; 0.986159169550173; 0.6367041198501874; 0.9289617486338798; 0.5164610723367419; 0.7003610108303249; 0.9463414634146341; 0.5426151761517615; 0.8330373001776198; 0.9710144927536232; 0.8042572463768115
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.8452381 0.86      0.868     0.864     0.884    ]; 0.5611510791366906; 0.5755395683453237; 0.8106423777564717; 0.9726348709929633; 0.9936102236421726; 0.9720447284345048; 0.6163522012578617; 0.7461928934010152; 0.5708237194277803; 0.6549707602339181; 0.7636363636363637; 0.5645592985694509; 0.8259144997796386; 0.8983700862895494; 0.8106423777564717
svm_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; 8; svd_trunc_diff; svdne; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [1.         0.99612403 0.99612403 1.         0.99609375]; 0.7126168224299065; 0.7289719626168224; 0.888422035480859; 1.0; 1.0; 1.0; 0.7564356435643563; 0.880184331797235; 0.7102343459934042; 0.7786259541984732; 0.918918918918919; 0.7215953817895566; 0.8967602591792657; 0.9593345656192237; 0.88768615073414
ensemble_model_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; 8; svd_trunc_diff; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.97540984 0.9795082  0.98360656 0.98360656 0.98760331]; 0.7512315270935961; 0.7536945812807881; 0.9004926108374385; 0.9991796554552912; 1.0; 0.9991789819376027; 0.7612293144208039; 0.8298969072164949; 0.7545710951176815; 0.7777777777777777; 0.8663366336633663; 0.7542467482042321; 0.9034416826003824; 0.9402985074626866; 0.9008809610484165
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 1242; 414; 414; 0.6; 0.2; 0.2; [0.988      0.99596774 0.97177419 0.97580645 0.97580645]; 0.7222222222222222; 0.7536231884057971; 0.8946859903381642; 0.999195494770716; 1.0; 0.999194847020934; 0.7676767676767677; 0.8962264150943396; 0.7179151877451897; 0.7857142857142857; 0.9257425742574258; 0.7576826078834298; 0.9015356820234869; 0.9642512077294686; 0.8946859903381643
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; 10; svd_trunc_diff; svd; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [1.         0.99324324 0.98986486 0.99324324 0.98979592]; 0.6904231625835189; 0.6481069042316259; 0.8733164983164983; 0.9972936400541272; 0.9972936400541272; 0.9972936400541272; 0.7574171029668413; 0.9601769911504425; 0.6886086749474185; 0.7285223367697594; 0.9506726457399103; 0.6501150839319021; 0.885681731864793; 0.9814814814814815; 0.8733164983164983
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; 10; svd_trunc_diff; svd; 1604; 534; 534; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.98757764 0.99068323 0.978125   0.990625   0.9875    ]; 0.7357512953367875; 0.7487046632124352; 0.9162457912457912; 1.0; 1.0; 1.0; 0.7857142857142857; 0.958974358974359; 0.7334138810578602; 0.7922912205567451; 0.9685863874345549; 0.750959860383944; 0.9218688653317628; 0.9882154882154882; 0.9162457912457913
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.9862069  0.98263889 0.98611111 0.98958333 0.98263889]; 0.7194860813704497; 0.7323340471092077; 0.8914141414141414; 0.9986149584487535; 1.0; 0.9986130374479889; 0.7689594356261023; 0.9519650655021834; 0.7238816924149573; 0.7855917667238421; 0.9621848739495799; 0.7278173278044843; 0.9005397070161912; 0.9831649831649831; 0.8914141414141414
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; 10; svd_trunc_diff; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.88410596 0.86092715 0.84       0.84666667 0.87      ]; 0.6238532110091743; 0.6192660550458715; 0.8249158249158249; 0.9455006337135615; 0.9920212765957447; 0.9428191489361701; 0.7112676056338029; 0.9017857142857143; 0.6159871967654986; 0.6891385767790262; 0.8679245283018868; 0.6259265498652291; 0.8447761194029851; 0.9528619528619529; 0.8249158249158249
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; 10; svd_trunc_diff; svdn; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.89666667 0.90333333 0.87333333 0.86333333 0.87248322]; 0.5444191343963554; 0.5968109339407744; 0.8253367003367004; 0.975195822454308; 0.9973297730307076; 0.9746328437917222; 0.6389891696750901; 0.7972972972972973; 0.5415057915057915; 0.665406427221172; 0.8110599078341014; 0.5992236476107444; 0.8413001912045889; 0.9259259259259259; 0.8253367003367003
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.88926174 0.89597315 0.90268456 0.88175676 0.88513514]; 0.5191011235955056; 0.5438202247191011; 0.8055555555555556; 0.9704530531845041; 0.9946164199192463; 0.9697173620457603; 0.5992509363295879; 0.7272727272727273; 0.5214141414141414; 0.6205607476635514; 0.7377777777777778; 0.5416161616161616; 0.8217592592592593; 0.8964646464646465; 0.8055555555555556
svm_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; 10; svd_trunc_diff; svdne; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.99006623 0.99668874 0.99668874 0.98013245 0.99666667]; 0.7304147465437788; 0.7972350230414746; 0.9137205387205387; 1.0; 1.0; 1.0; 0.7547169811320754; 0.8071748878923767; 0.7282319937092214; 0.8044444444444445; 0.8578199052132701; 0.7988651095573078; 0.9158110882956878; 0.9385521885521886; 0.9137205387205387
ensemble_model_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; 10; svd_trunc_diff; svdne; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.98639456 0.99657534 0.98972603 0.96575342 0.99315068]; 0.849015317286652; 0.8468271334792122; 0.9385521885521886; 0.9952348536419333; 1.0; 0.9952120383036936; 0.8577319587628867; 0.9122807017543859; 0.8491534513138743; 0.8571428571428572; 0.9170305676855895; 0.8466731785796369; 0.9402618657937808; 0.9671717171717171; 0.9385521885521885
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.98611111 0.97916667 0.97222222 0.96153846 0.97902098]; 0.8191489361702128; 0.8042553191489362; 0.9246632996632996; 0.99860529986053; 0.9972144846796658; 0.9986072423398329; 0.843462246777164; 0.9541666666666667; 0.8162137681159422; 0.828996282527881; 0.9695652173913043; 0.8076992753623188; 0.9288270377733598; 0.9831649831649831; 0.9246632996632996
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; 12; svd_trunc_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.99722222 0.98888889 0.98888889 0.99444444 0.9972067 ]; 0.7093425605536332; 0.754325259515571; 0.9347643097643098; 1.0; 1.0; 1.0; 0.7666666666666666; 0.8961038961038961; 0.6962000962000963; 0.7828746177370031; 0.9481481481481482; 0.7662818662818662; 0.937625754527163; 0.9806397306397306; 0.9347643097643097
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; 12; svd_trunc_diff; svd; 1836; 612; 612; 0.6; 0.2; 0.2; [0.98641304 0.98369565 0.97826087 0.98907104 0.99180328]; 0.7185185185185186; 0.6703703703703704; 0.9305555555555556; 1.0; 1.0; 1.0; 0.7532467532467532; 0.8529411764705882; 0.7175153643546972; 0.6898954703832751; 0.7388059701492538; 0.6708735733099211; 0.9321266968325793; 0.9537037037037037; 0.9305555555555556
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svd; 26; 0; 26; zones; svd_trunc_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.98369565 0.99456522 0.98907104 0.97814208 0.98360656]; 0.7158671586715867; 0.6863468634686347; 0.9313973063973064; 0.9994550408719346; 1.0; 0.9994547437295529; 0.7259786476868327; 0.8095238095238095; 0.7220032840722495; 0.7432024169184289; 0.8482758620689655; 0.6741379310344828; 0.9333878218226399; 0.9612794612794613; 0.9313973063973063
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; 12; svd_trunc_diff; svdn; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.88586957 0.88315217 0.85597826 0.85869565 0.89344262]; 0.516728624535316; 0.516728624535316; 0.8451178451178452; 0.9440414507772019; 0.9912948857453754; 0.9412404787812839; 0.644808743169399; 0.8740740740740741; 0.5153952459922609; 0.6486486486486487; 0.8955223880597015; 0.5181315644002211; 0.8619654913728432; 0.9671717171717171; 0.8451178451178452
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; 12; svd_trunc_diff; svdn; 1684; 561; 561; 0.6001425516749822; 0.1999287241625089; 0.1999287241625089; [0.84319527 0.86094675 0.81547619 0.86607143 0.83630952]; 0.5867052023121387; 0.6242774566473989; 0.86489898989899; 0.9719953325554259; 0.9893111638954869; 0.9714964370546317; 0.6651053864168618; 0.8711656441717791; 0.6022494887525562; 0.7111111111111111; 0.8743169398907104; 0.6089376110496497; 0.8761096101891162; 0.9553872053872053; 0.86489898989899
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdn; 26; 0; 26; zones; svd_trunc_diff; svdn; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.85428571 0.88       0.88218391 0.85344828 0.87356322]; 0.6075949367088608; 0.6139240506329114; 0.875; 0.9714285714285714; 0.9942660550458715; 0.9707568807339451; 0.6648648648648648; 0.825503355704698; 0.6193385041996544; 0.6995073891625616; 0.8502994011976048; 0.5996463448941045; 0.8840296759078485; 0.9528619528619529; 0.875
svm_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; 12; svd_trunc_diff; svdne; 1704; 568; 568; 0.6; 0.2; 0.2; [0.98830409 0.97660819 0.98235294 0.97058824 0.98529412]; 0.7738095238095238; 0.7976190476190477; 0.9368686868686869; 0.9964830011723328; 0.9976525821596244; 0.9964788732394367; 0.7853107344632769; 0.8424242424242424; 0.7750132908027644; 0.8152173913043478; 0.8771929824561403; 0.7961722488038278; 0.9382207578253707; 0.9587542087542088; 0.9368686868686871
ensemble_model_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; 12; svd_trunc_diff; svdne; 1662; 554; 554; 0.6; 0.2; 0.2; [0.99401198 0.99096386 0.98795181 0.97891566 0.98192771]; 0.6302521008403361; 0.7058823529411765; 0.8977272727272727; 0.9964028776978416; 1.0; 0.996389891696751; 0.6986301369863015; 0.95625; 0.660866116751269; 0.7861507128309573; 0.9796954314720813; 0.6742227157360406; 0.9064304967269927; 0.9907407407407407; 0.8977272727272727
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_trunc_diff_svdne; 26; 0; 26; zones; svd_trunc_diff; svdne; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.98044693 0.96927374 0.98595506 0.98595506 0.98314607]; 0.7804054054054054; 0.7804054054054054; 0.9444444444444444; 0.9988789237668162; 0.9988789237668162; 0.9988789237668162; 0.8036253776435046; 0.9300699300699301; 0.7852964029434617; 0.8148148148148149; 0.934640522875817; 0.7750125691302162; 0.9464720194647201; 0.9823232323232324; 0.9444444444444444
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; 4; svd_trunc_diff; svd; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.98214286 0.97321429 1.         0.99107143 0.99107143]; 0.8279569892473119; 0.7956989247311828; 0.924892703862661; 1.0; 1.0; 1.0; 0.8518518518518519; 0.9108910891089109; 0.8201514269073966; 0.8272727272727274; 0.9191919191919192; 0.7871821664925113; 0.929718875502008; 0.9645833333333333; 0.9236633480825959
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; 4; svd_trunc_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.96428571 1.         0.93636364 0.92727273 0.96363636]; 0.7989130434782609; 0.7554347826086957; 0.9067245119305857; 0.9928057553956834; 0.9963898916967509; 0.9927797833935017; 0.8340807174887892; 0.96875; 0.7911931818181818; 0.7867298578199053; 0.9651162790697675; 0.7682724252491693; 0.9131313131313131; 0.9847494553376906; 0.907061552722841
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 496; 165; 165; 0.6004842615012107; 0.19975786924939468; 0.19975786924939468; [0.98       0.98       0.98       0.98979592 1.        ]; 0.8606060606060606; 0.8242424242424242; 0.9358353510895884; 0.9979879275653923; 1.0; 0.997983870967742; 0.8588957055214724; 0.8536585365853658; 0.8605642080517191; 0.8220858895705521; 0.8589743589743589; 0.8260389036251106; 0.9356014580801943; 0.9436274509803921; 0.9359285580260812
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; 4; svd_trunc_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.69491525 0.68103448 0.68103448 0.68103448 0.70689655]; 0.5567010309278351; 0.6082474226804123; 0.7134020618556701; 0.8085808580858086; 0.8419243986254296; 0.8006872852233677; 0.6055045871559633; 0.717391304347826; 0.5645780051150895; 0.680672268907563; 0.7297297297297297; 0.5877564311299251; 0.7382297551789079; 0.7935222672064778; 0.7118871840234069
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; 4; svd_trunc_diff; svdn; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.74137931 0.69827586 0.64655172 0.67241379 0.74137931]; 0.7046632124352331; 0.6373056994818653; 0.8478260869565217; 0.9659863945578231; 0.9793103448275862; 0.9655172413793104; 0.7164179104477613; 0.7346938775510204; 0.704189044038668; 0.65; 0.6989247311827957; 0.639462365591398; 0.8513650151668352; 0.8752598752598753; 0.8479392159804531
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [0.73134328 0.68181818 0.71212121 0.75757576 0.73484848]; 0.5909090909090909; 0.6727272727272727; 0.8248638838475499; 0.9539375928677564; 0.9697885196374623; 0.9531722054380665; 0.6218487394957983; 0.7474747474747475; 0.6051423324150597; 0.7165354330708661; 0.8198198198198198; 0.6713777998181667; 0.8343347639484978; 0.8983364140480592; 0.8261735546176125
svm_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; 4; svd_trunc_diff; svdne; 648; 216; 216; 0.6; 0.2; 0.2; [0.92307692 0.96153846 0.96923077 0.93846154 0.9296875 ]; 0.8333333333333334; 0.8055555555555556; 0.9037037037037037; 0.9583333333333334; 0.9228395061728395; 0.9598765432098765; 0.859375; 0.9649122807017544; 0.8255933952528379; 0.8306451612903225; 0.944954128440367; 0.8042527651547628; 0.9078014184397163; 0.9360146252285192; 0.9032793576424023
ensemble_model_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; 4; svd_trunc_diff; svdne; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.99206349 0.96825397 0.95238095 0.96825397 0.97580645]; 0.84688995215311; 0.84688995215311; 0.9349904397705545; 0.9935897435897436; 0.9872611464968153; 0.9936305732484076; 0.8446601941747572; 0.8787878787878788; 0.8484848484848485; 0.8504672897196262; 0.9285714285714286; 0.8516731016731016; 0.9348659003831417; 0.9549902152641878; 0.9354390328657387
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 516; 172; 172; 0.6; 0.2; 0.2; [0.97115385 0.94230769 0.94230769 0.90196078 0.97058824]; 0.8604651162790697; 0.8604651162790697; 0.9267441860465117; 0.970178926441352; 0.9457364341085271; 0.9709302325581395; 0.8604651162790697; 0.925; 0.8646739130434783; 0.8762886597938143; 0.9444444444444444; 0.8563685636856369; 0.9275028768699655; 0.9415887850467289; 0.9268129110418829
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; 6; svd_trunc_diff; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.97727273 0.96022727 0.97727273 0.97159091 0.96590909]; 0.7337883959044369; 0.7303754266211604; 0.892905866302865; 1.0; 1.0; 1.0; 0.7562500000000001; 0.8581560283687943; 0.7382885405001867; 0.7598784194528876; 0.9057971014492754; 0.7399953249181861; 0.8973185088293002; 0.9541029207232267; 0.8940527990496989
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; 6; svd_trunc_diff; svd; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.97647059 0.97058824 0.97647059 0.98235294 0.97058824]; 0.8833922261484098; 0.9045936395759717; 0.9477401129943502; 0.9832535885167464; 0.9670588235294117; 0.9835294117647059; 0.8865979381443299; 0.9347826086956522; 0.884632683658171; 0.9090909090909091; 0.9507042253521126; 0.9044301268604535; 0.9480337078651685; 0.9574468085106383; 0.947781069515516
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 792; 264; 264; 0.6; 0.2; 0.2; [0.99375    0.9556962  0.99367089 1.         0.97468354]; 0.8409090909090909; 0.8257575757575758; 0.9333333333333333; 1.0; 1.0; 1.0; 0.8489208633093525; 0.9365079365079365; 0.8450655624568668; 0.8486842105263158; 0.8958333333333334; 0.8187500000000001; 0.9359534206695779; 0.9654654654654654; 0.9330385431302862
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; 6; svd_trunc_diff; svdn; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.67283951 0.72839506 0.74074074 0.74691358 0.70625   ]; 0.6840148698884758; 0.5687732342007435; 0.6857355126300149; 0.7312348668280872; 0.7475247524752475; 0.7252475247524752; 0.6886446886446886; 0.746031746031746; 0.6877011877011877; 0.5944055944055943; 0.648854961832061; 0.5708042925102335; 0.6945848375451265; 0.7276853252647504; 0.6864703998586525
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; 6; svd_trunc_diff; svdn; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.7037037  0.65432099 0.67901235 0.64197531 0.7375    ]; 0.6877323420074349; 0.6319702602230484; 0.8395245170876672; 0.9597069597069597; 0.9727722772277227; 0.9591584158415841; 0.7083333333333334; 0.7338129496402878; 0.686137244050913; 0.6117647058823529; 0.6290322580645161; 0.6317575083426028; 0.8414096916299558; 0.8590704647676162; 0.8396972353293162
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 810; 270; 270; 0.6; 0.2; 0.2; [0.62962963 0.64197531 0.69753086 0.68518519 0.64814815]; 0.562962962962963; 0.6370370370370371; 0.8155555555555556; 0.9598051157125457; 0.9728395061728395; 0.9592592592592594; 0.6168831168831168; 0.7307692307692307; 0.5689560439560439; 0.6620689655172414; 0.75; 0.6426056338028168; 0.824524312896406; 0.8823529411764706; 0.8167223221166195
svm_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; 6; svd_trunc_diff; svdne; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.99489796 1.         1.         0.99484536 0.99484536]; 0.8123076923076923; 0.8246153846153846; 0.9274292742927429; 1.0; 1.0; 1.0; 0.8242074927953891; 0.89937106918239; 0.8141433659164962; 0.8446866485013624; 0.9171597633136095; 0.820759368836292; 0.9301775147928995; 0.9632352941176471; 0.9272966594045026
ensemble_model_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; 6; svd_trunc_diff; svdne; 968; 322; 322; 0.6004962779156328; 0.19975186104218362; 0.19975186104218362; [0.96391753 0.94845361 0.96391753 0.96907216 0.97916667]; 0.8913043478260869; 0.8850931677018633; 0.9553349875930521; 1.0; 1.0; 1.0; 0.910025706940874; 0.9619565217391305; 0.8795289855072463; 0.8875379939209727; 0.954248366013072; 0.8883667865568319; 0.9572953736654805; 0.9829476248477467; 0.9548113598322172
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 774; 258; 258; 0.6; 0.2; 0.2; [0.98717949 0.98717949 0.96753247 0.97402597 0.98051948]; 0.8682170542635659; 0.8875968992248062; 0.9488372093023256; 0.9961290322580645; 0.9974160206718347; 0.9961240310077519; 0.8811188811188811; 0.9333333333333333; 0.865040650406504; 0.8996539792387545; 0.9219858156028369; 0.8840698308783415; 0.9511111111111111; 0.9683257918552036; 0.948277728463487
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; 8; svd_trunc_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.97983871 0.9796748  0.9796748  0.99186992 0.98373984]; 0.7707317073170732; 0.7804878048780488; 0.9083820662768031; 0.9967585089141004; 0.9983766233766234; 0.9967532467532467; 0.8025210084033614; 0.9138755980861244; 0.767883072674903; 0.7963800904977376; 0.9025641025641026; 0.7861657722122838; 0.9126394052044609; 0.9627450980392157; 0.9086981304149567
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; 8; svd_trunc_diff; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.96153846 0.95726496 0.96581197 0.97863248 0.98290598]; 0.8717948717948718; 0.8666666666666667; 0.9394871794871795; 0.986159169550173; 0.9743589743589743; 0.9863247863247864; 0.8792270531400965; 0.9381443298969072; 0.8721333894382496; 0.8743961352657005; 0.9427083333333334; 0.8678188131313131; 0.9405241935483871; 0.96086508753862; 0.9395745253832017
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 966; 322; 322; 0.6; 0.2; 0.2; [0.95360825 0.94845361 0.94329897 0.97395833 0.96875   ]; 0.84472049689441; 0.8633540372670807; 0.9322981366459627; 0.9843260188087773; 0.9751552795031055; 0.9844720496894409; 0.8655913978494623; 0.9415204678362573; 0.8383099027923009; 0.8757062146892656; 0.9567901234567902; 0.8627700617283951; 0.9352346999405823; 0.9644607843137255; 0.931852558403714
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; 8; svd_trunc_diff; svdn; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.6322314  0.65702479 0.64876033 0.68595041 0.6446281 ]; 0.6004962779156328; 0.5781637717121588; 0.7504960317460317; 0.863275039745628; 0.8975206611570248; 0.8578512396694213; 0.5944584382871536; 0.5989847715736041; 0.6004632595732098; 0.5641025641025641; 0.5445544554455446; 0.5782473769765036; 0.7540342298288509; 0.7679282868525896; 0.7505649339401288
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; 8; svd_trunc_diff; svdn; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.67391304 0.72173913 0.70614035 0.67105263 0.71491228]; 0.6404199475065617; 0.6299212598425197; 0.8174186778593914; 0.9397590361445783; 0.9545454545454546; 0.938811188811189; 0.7053763440860216; 0.7961165048543689; 0.626629680998613; 0.6817155756207675; 0.8206521739130435; 0.6362144118296182; 0.8318840579710145; 0.895010395010395; 0.8166789263187568
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 1134; 378; 378; 0.6; 0.2; 0.2; [0.73245614 0.70175439 0.73893805 0.69911504 0.68584071]; 0.6164021164021164; 0.6031746031746031; 0.7936507936507936; 0.9187339606501282; 0.9470899470899471; 0.916225749559083; 0.6539379474940334; 0.7365591397849462; 0.6182795698924731; 0.61340206185567; 0.6574585635359116; 0.6053790279608492; 0.8026315789473684; 0.8490364025695931; 0.794288075761784
svm_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; 8; svd_trunc_diff; svdne; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.96982759 0.92672414 0.93913043 0.93043478 0.94347826]; 0.8567708333333334; 0.8932291666666666; 0.9360041623309053; 0.9761694616063548; 0.9584055459272097; 0.9766031195840554; 0.8769574944071589; 0.9702970297029703; 0.8505331302361007; 0.8940568475452196; 0.9719101123595506; 0.8985764154030762; 0.9374682257244534; 0.9634273772204807; 0.9361178336879605
ensemble_model_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; 8; svd_trunc_diff; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.96902655 0.95132743 0.96017699 0.95575221 0.96017699]; 0.8404255319148937; 0.851063829787234; 0.9351753453772582; 0.994661921708185; 0.9893805309734514; 0.9946902654867257; 0.8492462311557789; 0.8756476683937824; 0.8394631784591863; 0.8564102564102563; 0.9226519337016574; 0.853633659158521; 0.9361924686192469; 0.9531416400425985; 0.9352134499258591
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 1092; 364; 364; 0.6; 0.2; 0.2; [0.98181818 0.93577982 0.96788991 0.97247706 0.98165138]; 0.8406593406593407; 0.7802197802197802; 0.9181318681318681; 0.9898242368177612; 0.9798534798534798; 0.98992673992674; 0.8669724770642202; 0.9895287958115183; 0.8329146869231001; 0.8095238095238096; 0.9289617486338798; 0.7793980013887631; 0.923076923076923; 0.9717391304347827; 0.917536231884058
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; 10; svd_trunc_diff; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.99006623 0.98344371 0.97019868 0.95364238 0.97666667]; 0.8732718894009217; 0.8271889400921659; 0.9385521885521886; 0.9892761394101875; 0.9787798408488063; 0.9893899204244032; 0.8723897911832947; 0.9353233830845771; 0.8775329361774817; 0.8490945674044265; 0.9055793991416309; 0.820948903550915; 0.9396694214876032; 0.9570707070707071; 0.9385521885521886
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; 10; svd_trunc_diff; svd; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.96052632 0.94736842 0.93377483 0.93708609 0.96688742]; 0.8677494199535963; 0.8491879350348028; 0.9322390572390572; 0.9737373737373737; 0.9550858652575958; 0.9742404227212681; 0.8789808917197451; 0.9904306220095693; 0.8713414371309107; 0.8665297741273101; 0.9504504504504504; 0.8460386223544117; 0.9340974212034384; 0.9604377104377104; 0.9322390572390573
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 1356; 452; 452; 0.6; 0.2; 0.2; [0.94117647 0.95955882 0.97426471 0.98148148 0.95925926]; 0.8650442477876106; 0.8915929203539823; 0.9446902654867256; 0.9888309754281459; 0.9793510324483776; 0.9889380530973452; 0.8676789587852495; 0.9389671361502347; 0.8690651580332764; 0.898550724637681; 0.9194915254237288; 0.89030131826742; 0.9453432444250108; 0.9591836734693877; 0.9447286416773241
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; 10; svd_trunc_diff; svdn; 1584; 528; 528; 0.6; 0.2; 0.2; [0.70125786 0.64779874 0.6835443  0.66455696 0.66455696]; 0.6035353535353535; 0.6439393939393939; 0.7702020202020202; 0.8520286396181384; 0.9015151515151515; 0.8434343434343434; 0.6198547215496368; 0.649746192893401; 0.6037675688085096; 0.651851851851852; 0.6633165829145728; 0.6438410325740377; 0.7810745789895749; 0.8198653198653199; 0.7702020202020203
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; 10; svd_trunc_diff; svdn; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.65131579 0.6875     0.68092105 0.67434211 0.6875    ]; 0.7009345794392523; 0.6635514018691588; 0.8484848484848485; 0.9435173299101413; 0.9671052631578947; 0.9421052631578948; 0.7398373983739835; 0.8125; 0.6954656862745098; 0.6949152542372882; 0.803921568627451; 0.6698179271708684; 0.8572561459159397; 0.9099326599326599; 0.8484848484848484
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.63175676 0.67006803 0.66326531 0.69047619 0.69387755]; 0.6216814159292036; 0.6238938053097345; 0.8047138047138047; 0.9189189189189189; 0.9470108695652174; 0.9164402173913043; 0.6415094339622641; 0.7251184834123223; 0.6281194076812648; 0.651639344262295; 0.6597510373443983; 0.6213447129849954; 0.8130539887187751; 0.8493265993265994; 0.8047138047138048
svm_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; 10; svd_trunc_diff; svdne; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.98993289 0.97986577 0.97651007 0.98310811 0.97972973]; 0.8359550561797753; 0.7775280898876404; 0.9187710437710438; 0.9857045609257998; 0.9744279946164199; 0.9858681022880215; 0.8501026694045175; 0.9; 0.8337209302325581; 0.791578947368421; 0.8744186046511628; 0.7806875631951466; 0.9206088029617441; 0.9419191919191919; 0.9187710437710439
ensemble_model_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; 10; svd_trunc_diff; svdne; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.97278912 0.95918367 0.96598639 0.96575342 0.94178082]; 0.8571428571428571; 0.8725274725274725; 0.9347643097643098; 0.9776847977684797; 0.956343792633015; 0.9781718963165076; 0.8654244306418221; 0.9587155963302753; 0.8612143382495258; 0.88671875; 0.9578059071729957; 0.8688112104672318; 0.9361877315767806; 0.9570707070707071; 0.9347643097643098
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.96835443 0.96835443 0.94267516 0.96815287 0.95541401]; 0.885286783042394; 0.8653366583541147; 0.9524410774410774; 0.9916720051249199; 0.9834815756035579; 0.991740787801779; 0.8930232558139534; 0.9142857142857143; 0.8838444278234854; 0.8636363636363636; 0.8952879581151832; 0.8666915981052108; 0.9526602429828237; 0.9570707070707071; 0.9524410774410775
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; 12; svd_trunc_diff; svd; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.98022599 0.95762712 0.96610169 0.98295455 0.98011364]; 0.8360655737704918; 0.8098360655737705; 0.9457070707070707; 0.9879793932455638; 0.9773499433748585; 0.9881087202718007; 0.8466257668711656; 0.9387755102040817; 0.8396409196590029; 0.8294117647058824; 0.8924050632911392; 0.8067467493326445; 0.946539577289681; 0.9612794612794613; 0.9457070707070707
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; 12; svd_trunc_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.94632768 0.97159091 0.95454545 0.95170455 0.96875   ]; 0.8697068403908795; 0.8990228013029316; 0.9545454545454546; 0.9787234042553191; 0.9659477866061293; 0.9790011350737798; 0.8765432098765432; 0.9403973509933775; 0.8708397011377144; 0.906906906906907; 0.967948717948718; 0.897881643742571; 0.9549248747913187; 0.9629629629629629; 0.9545454545454545
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svd; 26; 37; 63; zones; svd_trunc_diff; svd; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.95135135 0.94324324 0.96756757 0.95108696 0.98097826]; 0.8301886792452831; 0.8037735849056604; 0.9473905723905723; 0.9847161572052402; 0.9772481040086674; 0.9848320693391115; 0.8421052631578948; 0.8695652173913043; 0.8284833960972269; 0.8102189781021897; 0.8740157480314961; 0.8065730914070524; 0.9477206189878712; 0.9537037037037037; 0.9473905723905724
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; 12; svd_trunc_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.67231638 0.68926554 0.66949153 0.66949153 0.63352273]; 0.6447368421052632; 0.6085526315789473; 0.7201178451178452; 0.7667731629392971; 0.8144796380090498; 0.752262443438914; 0.6823529411764706; 0.725; 0.6402777777777777; 0.6269592476489028; 0.6944444444444444; 0.6128472222222222; 0.7378793851005124; 0.7878787878787878; 0.7201178451178452
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; 12; svd_trunc_diff; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.69166667 0.725      0.71388889 0.70555556 0.69832402]; 0.5605536332179931; 0.629757785467128; 0.8455387205387206; 0.9276780859162588; 0.9488320355951056; 0.9260289210233592; 0.5993690851735016; 0.7089552238805971; 0.570606644198363; 0.700280112044818; 0.8064516129032258; 0.615912373615792; 0.8539594110624751; 0.9031986531986532; 0.8455387205387205
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdn; 26; 37; 63; zones; svd_trunc_diff; svdn; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.66576087 0.66847826 0.68206522 0.66032609 0.69398907]; 0.5762081784386617; 0.5687732342007435; 0.8223905723905723; 0.897326203208556; 0.9129488574537541; 0.8955386289445049; 0.6041666666666667; 0.6258992805755396; 0.5744881018262313; 0.5503875968992249; 0.5461538461538461; 0.5680409518539015; 0.8253311258278146; 0.8392255892255892; 0.8223905723905723
svm_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; 12; svd_trunc_diff; svdne; 1830; 610; 610; 0.6; 0.2; 0.2; [0.9726776  0.9726776  0.96994536 0.96174863 0.9863388 ]; 0.8278388278388278; 0.8241758241758241; 0.9503367003367004; 0.9873417721518988; 0.980327868852459; 0.987431693989071; 0.8395904436860069; 0.8661971830985915; 0.8262283625416621; 0.8222222222222222; 0.8473282442748091; 0.8250725728416299; 0.950420168067227; 0.952020202020202; 0.9503367003367003
ensemble_model_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; 12; svd_trunc_diff; svdne; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.9558011  0.96685083 0.96132597 0.96685083 0.97237569]; 0.8409893992932862; 0.8127208480565371; 0.944023569023569; 0.9803038829487901; 0.9624309392265193; 0.9806629834254144; 0.8562300319488818; 0.9305555555555556; 0.8393784972022382; 0.832807570977918; 0.9496402877697842; 0.8150979216626698; 0.9447444952222683; 0.9570707070707071; 0.9440235690235692
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_trunc_diff_svdne; 26; 37; 63; zones; svd_trunc_diff; svdne; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.95930233 0.9622093  0.90406977 0.94767442 0.92690058]; 0.817629179331307; 0.7993920972644377; 0.9305555555555556; 0.9768545994065281; 0.9580908032596042; 0.9772991850989522; 0.8492462311557789; 0.9941176470588236; 0.8115242323344434; 0.8272251308900525; 0.9937106918238994; 0.8056788753237144; 0.9330628803245437; 0.968013468013468; 0.9305555555555555
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; 4; svd_trunc_diff; svd; 678; 226; 226; 0.6; 0.2; 0.2; [0.89705882 0.92647059 0.90441176 0.97058824 0.90298507]; 0.7433628318584071; 0.7876106194690266; 0.9061946902654867; 1.0; 1.0; 1.0; 0.7698412698412698; 0.8660714285714286; 0.7444392230576441; 0.808; 0.9099099099099099; 0.7897375636506072; 0.9101694915254237; 0.9555160142348754; 0.9064551902160292
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; 4; svd_trunc_diff; svd; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.921875  0.9453125 0.9296875 0.90625   0.9047619]; 0.8584905660377359; 0.8726415094339622; 0.935969868173258; 0.983050847457627; 1.0; 0.9827586206896552; 0.8739495798319327; 0.9369369369369369; 0.8546070823298546; 0.8755760368663594; 0.9405940594059405; 0.8757024351083755; 0.9384057971014492; 0.975517890772128; 0.935969868173258
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.86507937 0.92741935 0.93548387 0.92741935 0.91129032]; 0.8309178743961353; 0.8454106280193237; 0.9140926640926641; 0.9642857142857143; 0.954983922829582; 0.9646302250803859; 0.8547717842323651; 0.944954128440367; 0.824517880546714; 0.8644067796610169; 0.9444444444444444; 0.8409090909090909; 0.9185727355901191; 0.9507575757575758; 0.9133709138630398
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; 4; svd_trunc_diff; svdn; 564; 188; 188; 0.6; 0.2; 0.2; [0.57017544 0.57017544 0.58035714 0.59821429 0.58928571]; 0.5691489361702128; 0.526595744680851; 0.5765957446808511; 0.6666666666666666; 0.8085106382978723; 0.5957446808510638; 0.6367713004484306; 0.7717391304347826; 0.5733695652173914; 0.586046511627907; 0.7; 0.5336734693877551; 0.645276292335116; 0.7801724137931034; 0.5791618371486525
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; 4; svd_trunc_diff; svdn; 564; 188; 188; 0.6; 0.2; 0.2; [0.55263158 0.50877193 0.59821429 0.63392857 0.58928571]; 0.48404255319148937; 0.5159574468085106; 0.8; 1.0; 1.0; 1.0; 0.4581005586592179; 0.5061728395061729; 0.48673127956617057; 0.5472636815920398; 0.6111111111111112; 0.5198412698412699; 0.8008474576271186; 0.8344370860927153; 0.8012021159416347
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.57692308 0.56923077 0.56923077 0.578125   0.6484375 ]; 0.5581395348837209; 0.44651162790697674; 0.7899628252788105; 0.9814814814814815; 0.9845201238390093; 0.9814241486068112; 0.6058091286307055; 0.7019230769230769; 0.5626732501732501; 0.4711111111111111; 0.5578947368421052; 0.4581140350877193; 0.7971274685816875; 0.8505747126436781; 0.7917133491016225
svm_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; 4; svd_trunc_diff; svdne; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.93518519 0.88679245 0.93396226 0.90566038 0.87735849]; 0.864406779661017; 0.864406779661017; 0.90744920993228; 0.9381818181818181; 0.9699248120300752; 0.9360902255639098; 0.8681318681318682; 0.9518072289156626; 0.8695206357344271; 0.8775510204081632; 0.945054945054945; 0.8620623562484028; 0.9116379310344828; 0.9613636363636363; 0.9078118630248676
ensemble_model_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; 4; svd_trunc_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.88983051 0.92372881 0.92372881 0.88135593 0.85344828]; 0.8112244897959183; 0.7806122448979592; 0.9142857142857143; 0.9931506849315068; 0.9863945578231292; 0.9931972789115646; 0.814070351758794; 0.826530612244898; 0.8112244897959183; 0.7724867724867724; 0.7684210526315789; 0.7802501302761855; 0.9135802469135803; 0.9117043121149897; 0.914270005956075
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.90677966 0.94067797 0.92372881 0.92372881 0.95762712]; 0.8571428571428571; 0.8418367346938775; 0.9185336048879837; 0.9632224168126094; 0.9322033898305084; 0.964406779661017; 0.8627450980392156; 0.88; 0.8566666666666667; 0.8268156424581007; 0.8705882352941177; 0.8452040275569688; 0.9161425576519916; 0.9104166666666667; 0.9183557436918991
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; 6; svd_trunc_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.94505495 0.94505495 0.91666667 0.91111111 0.91111111]; 0.760797342192691; 0.7740863787375415; 0.9070385126162018; 1.0; 1.0; 1.0; 0.7662337662337663; 0.7662337662337663; 0.7606679035250464; 0.7888198757763977; 0.7987421383647799; 0.7726105058021083; 0.9087353324641461; 0.9111111111111111; 0.9069725596041385
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; 6; svd_trunc_diff; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.95263158 0.90425532 0.92553191 0.91489362 0.92553191]; 0.8630573248407644; 0.8535031847133758; 0.9299363057324841; 0.977491961414791; 0.9681528662420382; 0.9777070063694268; 0.8532423208191127; 0.8389261744966443; 0.8618873296725645; 0.8486842105263158; 0.8431372549019608; 0.8532456460845208; 0.9281045751633987; 0.9184993531694696; 0.9297641056938941
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 894; 298; 298; 0.6; 0.2; 0.2; [0.9        0.9        0.92696629 0.87640449 0.90449438]; 0.8590604026845637; 0.8120805369127517; 0.8973154362416107; 0.9384098544232924; 0.9373601789709173; 0.9384787472035794; 0.8757396449704142; 0.9487179487179487; 0.8546406644998193; 0.8238993710691823; 0.9290780141843972; 0.8180421918055745; 0.9012265978050356; 0.9381720430107527; 0.8973702038110064
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; 6; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.62105263 0.61578947 0.64736842 0.63684211 0.60638298]; 0.5537974683544303; 0.5727848101265823; 0.6044303797468354; 0.649246231155779; 0.6814345991561181; 0.6318565400843882; 0.6158038147138966; 0.6726190476190477; 0.5457689832689834; 0.6260387811634349; 0.70625; 0.571073717948718; 0.6372605919907139; 0.6845386533665836; 0.6031947765547571
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; 6; svd_trunc_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.56470588 0.62352941 0.55294118 0.56470588 0.64880952]; 0.5709219858156028; 0.524822695035461; 0.7825779036827195; 0.9399538106235565; 0.9599056603773585; 0.938679245283019; 0.6253869969040248; 0.6917808219178082; 0.5664786462530217; 0.5214285714285715; 0.5572519083969466; 0.5269703250594004; 0.7910142954390742; 0.8288159771754636; 0.7829030659435687
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.51612903 0.52717391 0.55434783 0.52173913 0.55978261]; 0.5700325732899023; 0.5407166123778502; 0.8125; 0.9837133550488599; 0.982646420824295; 0.9837310195227765; 0.5925925925925926; 0.5925925925925926; 0.5687100893997445; 0.5346534653465346; 0.5472972972972973; 0.5409442461329254; 0.813953488372093; 0.8171206225680934; 0.8124818799114977
svm_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; 6; svd_trunc_diff; svdne; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.94444444 0.93333333 0.92777778 0.96111111 0.9494382 ]; 0.8394648829431438; 0.822742474916388; 0.9077540106951871; 0.9582863585118377; 0.9465478841870824; 0.9587973273942093; 0.8471337579617835; 0.9047619047619048; 0.8405388471177944; 0.8408408408408409; 0.9395973154362416; 0.8231319910514542; 0.9100391134289438; 0.9369127516778524; 0.9078704903529076
ensemble_model_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; 6; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.91578947 0.91578947 0.91578947 0.91578947 0.94210526]; 0.8417721518987342; 0.8417721518987342; 0.9184576485461441; 0.968512486427796; 0.9389473684210526; 0.9694736842105263; 0.8633879781420765; 0.9080459770114943; 0.8343046786465922; 0.8493975903614458; 0.9276315789473685; 0.844913350449294; 0.920321185917233; 0.9300873907615481; 0.9183087401951147
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 948; 316; 316; 0.6; 0.2; 0.2; [0.93157895 0.86842105 0.89473684 0.93684211 0.90957447]; 0.8322784810126582; 0.8386075949367089; 0.9170886075949367; 0.9711229946524065; 0.9578059071729957; 0.9715189873417722; 0.8454810495626821; 0.9119496855345912; 0.8317710211112447; 0.8530259365994236; 0.9367088607594937; 0.8386075949367089; 0.9193846153846155; 0.9443742098609356; 0.9170540250825592
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; 8; svd_trunc_diff; svd; 1274; 424; 424; 0.6003770028275212; 0.1998114985862394; 0.1998114985862394; [0.91015625 0.93359375 0.91338583 0.88976378 0.91732283]; 0.8726415094339622; 0.8349056603773585; 0.9015080113100848; 0.9336455893832944; 0.9387755102040817; 0.9332810047095761; 0.8720379146919431; 0.92; 0.8751785714285714; 0.8541666666666666; 0.9151785714285714; 0.8300892857142856; 0.9042601923957856; 0.9302544769085768; 0.9015080113100847
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; 8; svd_trunc_diff; svd; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.93650794 0.95238095 0.92857143 0.92063492 0.944     ]; 0.8090692124105012; 0.8305489260143198; 0.9074427480916031; 0.9659000793021413; 0.9682034976152624; 0.965818759936407; 0.8245614035087719; 0.8826291079812206; 0.8078194083595422; 0.843956043956044; 0.9056603773584906; 0.8296417828821439; 0.9106813996316758; 0.9383301707779886; 0.9072648934504147
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.86554622 0.90336134 0.86554622 0.88559322 0.88559322]; 0.8962025316455696; 0.8962025316455696; 0.917004048582996; 0.9296740994854202; 0.9139966273187183; 0.9308600337268129; 0.9039812646370023; 0.946078431372549; 0.8945051842726619; 0.8992628992628993; 0.9432989690721649; 0.8970226188644408; 0.918; 0.9263370332996973; 0.9169756232488334
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; 8; svd_trunc_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.60775862 0.59051724 0.61304348 0.63043478 0.55217391]; 0.5755208333333334; 0.5859375; 0.5894901144640999; 0.6393822393822395; 0.7175043327556326; 0.5953206239168112; 0.6353467561521252; 0.7553191489361702; 0.5791901867129831; 0.6410835214446953; 0.71; 0.5805434782608695; 0.6389016018306636; 0.7233160621761658; 0.5889307583608102
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; 8; svd_trunc_diff; svdn; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.64049587 0.60330579 0.62809917 0.62396694 0.62916667]; 0.5671641791044776; 0.5248756218905473; 0.7768389662027833; 0.9314845024469821; 0.945364238410596; 0.9304635761589403; 0.640495867768595; 0.7209302325581395; 0.5556522820544708; 0.5961945031712473; 0.7121212121212122; 0.5276292335115864; 0.794319743472286; 0.8525073746312685; 0.7760024310342272
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 1118; 372; 372; 0.6004296455424275; 0.19978517722878625; 0.19978517722878625; [0.55357143 0.5625     0.59375    0.54464286 0.52252252]; 0.5860215053763441; 0.510752688172043; 0.8023630504833512; 0.9714795008912656; 0.9749552772808586; 0.9713774597495528; 0.5815217391304348; 0.5815217391304348; 0.5859736355226642; 0.5260416666666667; 0.5372340425531915; 0.5104648473635522; 0.8036286019210245; 0.8088077336197637; 0.8023630504833512
svm_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; 8; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.94166667 0.92436975 0.90336134 0.91176471 0.92436975]; 0.8161209068010076; 0.8211586901763224; 0.8942598187311178; 0.9456342668863261; 0.9630872483221476; 0.9446308724832214; 0.8113695090439277; 0.8820224719101124; 0.8222897747678416; 0.8390022675736961; 0.8767772511848341; 0.8174208836569331; 0.8971596474045054; 0.9299492385786802; 0.8945450488597696
ensemble_model_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; 8; svd_trunc_diff; svdne; 1206; 402; 402; 0.6; 0.2; 0.2; [0.88429752 0.84710744 0.88016529 0.87916667 0.8625    ]; 0.8830845771144279; 0.8507462686567164; 0.9029850746268657; 0.9252971137521222; 0.9038142620232172; 0.9270315091210614; 0.8785529715762274; 0.8333333333333334; 0.883838383838384; 0.8333333333333334; 0.8108108108108109; 0.8478017187694606; 0.8987012987012987; 0.8719758064516129; 0.9025890820077319
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.925      0.88333333 0.91596639 0.90756303 0.92857143]; 0.8542713567839196; 0.864321608040201; 0.9226130653266331; 0.964527027027027; 0.9564489112227805; 0.964824120603015; 0.8585365853658536; 0.8301886792452831; 0.855954554676405; 0.855614973262032; 0.837696335078534; 0.8632926119837114; 0.9217479674796748; 0.907; 0.9226919191919193
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; 10; svd_trunc_diff; svd; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.92156863 0.9248366  0.90849673 0.92105263 0.90131579]; 0.851764705882353; 0.8588235294117647; 0.9095117845117845; 0.9403372243839171; 0.9501965923984272; 0.9397116644823067; 0.8571428571428572; 0.863013698630137; 0.8514097619364277; 0.8557692307692307; 0.8640776699029126; 0.8589794742208627; 0.9103793247186327; 0.9191919191919192; 0.9095117845117845
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; 10; svd_trunc_diff; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.93581081 0.89864865 0.92905405 0.90202703 0.875     ]; 0.8727678571428571; 0.8459821428571429; 0.9154040404040404; 0.9478804725503822; 0.9216216216216216; 0.9493243243243243; 0.8774193548387098; 0.9026548672566371; 0.8724986047994899; 0.8535031847133757; 0.9054054054054054; 0.846508012437216; 0.9153684210526316; 0.914983164983165; 0.9154040404040406
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 1464; 488; 488; 0.6; 0.2; 0.2; [0.94557823 0.94897959 0.93150685 0.90068493 0.93150685]; 0.8179824561403509; 0.7785087719298246; 0.9048821548821548; 0.9713114754098361; 0.9713114754098361; 0.9713114754098361; 0.8323232323232324; 0.9196428571428571; 0.8197352216748769; 0.7959595959595959; 0.8491379310344828; 0.7772475369458127; 0.9079054604726976; 0.9377104377104377; 0.904882154882155
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; 10; svd_trunc_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.56451613 0.62337662 0.56168831 0.5974026  0.55844156]; 0.5827338129496403; 0.5827338129496403; 0.5829124579124579; 0.6503534529635672; 0.7756160830090791; 0.5830090791180285; 0.6448979591836734; 0.7523809523809524; 0.581504485852312; 0.6491935483870968; 0.7777777777777778; 0.584126984126984; 0.6492035398230088; 0.7718855218855218; 0.5829124579124578
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; 10; svd_trunc_diff; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.59246575 0.52739726 0.45890411 0.52413793 0.4862069 ]; 0.6086956521739131; 0.5782608695652174; 0.8425925925925926; 1.0; 1.0; 1.0; 0.6153846153846154; 0.631578947368421; 0.6088929219600726; 0.5907172995780591; 0.603448275862069; 0.5780399274047187; 0.8440366972477065; 0.8518518518518519; 0.8425925925925926
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.59493671 0.61075949 0.57594937 0.62658228 0.58227848]; 0.5301507537688442; 0.5301507537688442; 0.8017676767676768; 0.9386464263124605; 0.9392405063291139; 0.9386075949367089; 0.5720823798627002; 0.6218905472636815; 0.5292193853069677; 0.5620608899297423; 0.6091370558375635; 0.5309366871227619; 0.8073619631901842; 0.8308080808080808; 0.8017676767676768
svm_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; 10; svd_trunc_diff; svdne; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.92105263 0.90460526 0.90789474 0.91118421 0.90789474]; 0.8457943925233645; 0.8691588785046729; 0.9019360269360269; 0.9249492900608519; 0.9; 0.9269736842105263; 0.8539823008849557; 0.9146919431279621; 0.8467468932229671; 0.8793103448275862; 0.9400921658986175; 0.8681503483521524; 0.902713987473904; 0.9099326599326599; 0.901936026936027
ensemble_model_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; 10; svd_trunc_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.89160839 0.8986014  0.8986014  0.90909091 0.87062937]; 0.86892177589852; 0.86892177589852; 0.9196127946127947; 0.9536973047684865; 0.965034965034965; 0.9531468531468531; 0.8825757575757576; 0.9395161290322581; 0.8653136200716846; 0.8734693877551021; 0.9511111111111111; 0.8727329749103941; 0.9225152129817444; 0.9570707070707071; 0.9196127946127947
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.94480519 0.94480519 0.91883117 0.90909091 0.93137255]; 0.7923627684964201; 0.7947494033412887; 0.9031986531986532; 0.9634381013470172; 0.976592977893368; 0.9629388816644993; 0.8144989339019191; 0.8842592592592593; 0.7894202700237183; 0.8054298642533936; 0.8768472906403941; 0.7972199416164933; 0.9068825910931175; 0.9427609427609428; 0.9031986531986533
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; 12; svd_trunc_diff; svd; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.92857143 0.87428571 0.89142857 0.89428571 0.90285714]; 0.8690095846645367; 0.8881789137380192; 0.9217171717171717; 0.9369988545246277; 0.9348571428571428; 0.937142857142857; 0.8698412698412699; 0.8954248366013072; 0.8695874183006536; 0.8936170212765957; 0.91875; 0.8874795751633987; 0.9221757322175732; 0.9276094276094277; 0.9217171717171718
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; 12; svd_trunc_diff; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.86187845 0.88333333 0.89444444 0.90555556 0.88888889]; 0.9198606271777003; 0.9024390243902439; 0.9372895622895623; 0.9447576099210823; 0.93007769145394; 0.9456159822419534; 0.9163636363636363; 0.9545454545454546; 0.922434017595308; 0.9135802469135803; 0.9548387096774194; 0.8978739002932551; 0.9372102823430257; 0.936026936026936; 0.9372895622895623
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.87078652 0.86797753 0.89606742 0.89606742 0.86797753]; 0.9463087248322147; 0.9496644295302014; 0.9482323232323232; 0.9474285714285715; 0.9314606741573034; 0.948314606741573; 0.9440559440559441; 0.9183673469387755; 0.9459386403568049; 0.9488054607508534; 0.9205298013245033; 0.9500608190295986; 0.9471876341777586; 0.9284511784511784; 0.9482323232323232
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; 12; svd_trunc_diff; svdn; 1734; 578; 578; 0.6; 0.2; 0.2; [0.5862069  0.56609195 0.56358382 0.56647399 0.60115607]; 0.4953271028037383; 0.6043613707165109; 0.5749158249158249; 0.6270046559751682; 0.698961937716263; 0.5841983852364476; 0.5621621621621622; 0.6666666666666666; 0.5; 0.6595174262734584; 0.7454545454545455; 0.6002913752913753; 0.6225710014947683; 0.7011784511784511; 0.5749158249158248
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; 12; svd_trunc_diff; svdn; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.56358382 0.61849711 0.59537572 0.59248555 0.57803468]; 0.56656346749226; 0.5479876160990712; 0.8535353535353535; 0.9644495412844036; 0.9722543352601156; 0.9641618497109827; 0.6067415730337078; 0.6585365853658537; 0.5651173492867004; 0.6010928961748634; 0.6918238993710691; 0.5501802423684614; 0.8588807785888078; 0.8914141414141414; 0.8535353535353535
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdn; 26; 87; 113; zones; svd_trunc_diff; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.57865169 0.57022472 0.57865169 0.54237288 0.55649718]; 0.5433333333333333; 0.5633333333333334; 0.8720538720538721; 0.9796839729119639; 0.9774774774774775; 0.9797297297297297; 0.5418060200668896; 0.5192307692307693; 0.5443376068376068; 0.5589225589225589; 0.5763888888888888; 0.5638354700854701; 0.8716216216216216; 0.8686868686868687; 0.8720538720538721
svm_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; 12; svd_trunc_diff; svdne; 1702; 567; 567; 0.6001410437235543; 0.19992947813822284; 0.19992947813822284; [0.91812865 0.92941176 0.89411765 0.89705882 0.91176471]; 0.9109792284866469; 0.884272997032641; 0.9217171717171717; 0.9308101714961562; 0.9247943595769683; 0.9312573443008225; 0.9127906976744186; 0.9022988505747126; 0.9112721246738594; 0.8792569659442724; 0.8711656441717791; 0.883858684154855; 0.9211195928753181; 0.9141414141414141; 0.9217171717171717
ensemble_model_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; 12; svd_trunc_diff; svdne; 1698; 566; 566; 0.6; 0.2; 0.2; [0.92352941 0.89117647 0.87647059 0.90882353 0.88461538]; 0.8466076696165191; 0.8377581120943953; 0.9116161616161617; 0.93836026331538; 0.9234393404004712; 0.9393404004711425; 0.8452380952380952; 0.8930817610062893; 0.8493186582809225; 0.8563968668407311; 0.9111111111111111; 0.8329140461215934; 0.9121338912133892; 0.9175084175084175; 0.9116161616161615
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svdne; 26; 87; 113; zones; svd_trunc_diff; svdne; 1830; 610; 610; 0.6; 0.2; 0.2; [0.8852459  0.87431694 0.91256831 0.89071038 0.93715847]; 0.8315018315018315; 0.8827838827838828; 0.9225589225589226; 0.9419496166484118; 0.9398907103825137; 0.9420765027322405; 0.8456375838926176; 0.9064748201438849; 0.8301030817137336; 0.8865248226950355; 0.9328358208955224; 0.883684097498121; 0.9235245220282627; 0.9351851851851852; 0.9225589225589225
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; 4; svd_trunc_diff; svd; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.90625   0.8828125 0.828125  0.90625   0.9453125]; 0.8826291079812206; 0.863849765258216; 0.8958724202626641; 0.9119010819165378; 0.921875; 0.9109375000000001; 0.8936170212765958; 0.9545454545454546; 0.8801853486319505; 0.8765957446808511; 0.9279279279279279; 0.8610227874933757; 0.900626678603402; 0.9297597042513863; 0.8953560426018835
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; 4; svd_trunc_diff; svd; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.85454545 0.86363636 0.84545455 0.85454545 0.88888889]; 0.7747252747252747; 0.8626373626373627; 0.868421052631579; 0.9045936395759717; 0.9343065693430657; 0.9014598540145985; 0.7875647668393784; 0.95; 0.793627450980392; 0.8663101604278074; 0.9529411764705882; 0.8682231655548817; 0.8731501057082452; 0.9407744874715261; 0.8710214932072218
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.91935484 0.91803279 0.89344262 0.90983607 0.82786885]; 0.8431372549019608; 0.8529411764705882; 0.9186274509803921; 0.9667194928684628; 0.9967320261437909; 0.9656862745098039; 0.8415841584158417; 0.85; 0.8432692307692309; 0.8529411764705883; 0.8877551020408163; 0.8542549095109743; 0.9199614271938285; 0.9464285714285714; 0.9189507198228128
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; 4; svd_trunc_diff; svdn; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.48214286 0.57142857 0.56363636 0.50909091 0.57272727]; 0.43478260869565216; 0.5; 0.5824295010845987; 0.6701570680628272; 0.6931407942238267; 0.6588447653429603; 0.3953488372093023; 0.3953488372093023; 0.43236829615567157; 0.5106382978723405; 0.5393258426966292; 0.5012418687167357; 0.587352625937835; 0.6061946902654868; 0.5828845791752966
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; 4; svd_trunc_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.54464286 0.55357143 0.53571429 0.625      0.58035714]; 0.489247311827957; 0.5860215053763441; 0.8154506437768241; 1.0; 1.0; 1.0; 0.5497630331753555; 0.6444444444444445; 0.49409722222222224; 0.6695278969957082; 0.7027027027027027; 0.558018018018018; 0.8286852589641435; 0.8648648648648649; 0.8138071552705699
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.4516129  0.48387097 0.54032258 0.43548387 0.51612903]; 0.49029126213592233; 0.47572815533980584; 0.7916666666666666; 0.9967845659163987; 1.0; 0.996774193548387; 0.5116279069767442; 0.4954954954954955; 0.4898530109056425; 0.48571428571428565; 0.49038461538461536; 0.47558446455505277; 0.7946513849092646; 0.7923809523809524; 0.7916539870386025
svm_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; 4; svd_trunc_diff; svdne; 498; 166; 166; 0.6; 0.2; 0.2; [0.96       0.93       0.92       0.88       0.94897959]; 0.8192771084337349; 0.8012048192771084; 0.8831325301204819; 0.9303278688524591; 0.9116465863453815; 0.931726907630522; 0.8295454545454545; 0.948051948051948; 0.8279585582956368; 0.809248554913295; 0.9333333333333333; 0.8128205128205128; 0.8841099163679809; 0.9226932668329177; 0.884423556493382
ensemble_model_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; 4; svd_trunc_diff; svdne; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.92647059 0.92647059 0.97794118 0.8880597  0.96268657]; 0.8488888888888889; 0.7955555555555556; 0.8969804618117229; 0.9456193353474319; 0.9260355029585798; 0.9467455621301775; 0.8712121212121213; 0.9829059829059829; 0.8433048433048433; 0.8114754098360657; 0.9519230769230769; 0.8065400508582327; 0.9008547008547009; 0.9427549194991055; 0.8973033856754787
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.95454545 0.90909091 0.90909091 0.93636364 0.93518519]; 0.8186813186813187; 0.8461538461538461; 0.9232456140350878; 0.98348623853211; 0.9781021897810219; 0.9835766423357664; 0.8341708542713567; 0.8829787234042553; 0.8164893617021276; 0.8313253012048193; 0.8518518518518519; 0.8467180051338468; 0.9230769230769231; 0.9354120267260579; 0.9234295554796598
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; 6; svd_trunc_diff; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.88953488 0.90116279 0.88953488 0.87790698 0.88823529]; 0.8496503496503497; 0.8601398601398601; 0.8825174825174825; 0.9052396878483835; 0.9463869463869464; 0.900932400932401; 0.8652037617554859; 0.9857142857142858; 0.8524461839530333; 0.875776397515528; 0.9527027027027027; 0.856786133960047; 0.8907672301690507; 0.9553695955369595; 0.8823131287642721
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; 6; svd_trunc_diff; svd; 784; 261; 261; 0.6003062787136294; 0.1998468606431853; 0.1998468606431853; [0.89873418 0.86708861 0.83333333 0.84615385 0.86538462]; 0.8735632183908046; 0.8505747126436781; 0.9173047473200613; 0.9544303797468354; 0.9617346938775511; 0.9540816326530612; 0.8825622775800712; 0.9051094890510949; 0.8719095832352249; 0.8517110266159695; 0.9256198347107438; 0.8556670602125147; 0.9190404797601199; 0.943076923076923; 0.9174226078799248
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.90116279 0.84883721 0.86046512 0.90697674 0.89534884]; 0.8496503496503497; 0.8461538461538461; 0.8966480446927374; 0.9306029579067122; 0.9511627906976744; 0.9290697674418605; 0.8634920634920634; 0.8947368421052632; 0.8466221523959152; 0.8493150684931505; 0.8857142857142857; 0.8469667318982387; 0.9004037685060565; 0.9265927977839336; 0.8963949904412624
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; 6; svd_trunc_diff; svdn; 846; 282; 282; 0.6; 0.2; 0.2; [0.49411765 0.51176471 0.50588235 0.47619048 0.54166667]; 0.5780141843971631; 0.4858156028368794; 0.5269503546099291; 0.6136145733461169; 0.7565011820330969; 0.5236406619385343; 0.6628895184135977; 0.78; 0.5642424242424242; 0.5671641791044776; 0.7142857142857143; 0.4980824544582934; 0.6146735990756788; 0.7535410764872521; 0.5266284927890805
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; 6; svd_trunc_diff; svdn; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.5        0.47340426 0.4893617  0.53191489 0.48387097]; 0.5160256410256411; 0.47435897435897434; 0.7983354673495519; 1.0; 1.0; 1.0; 0.5465465465465464; 0.5481927710843374; 0.513822412939429; 0.5119047619047619; 0.5443037974683544; 0.47345060003287853; 0.803982576228998; 0.8146279949558638; 0.7980812276469825
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.46842105 0.44736842 0.45744681 0.54787234 0.4893617 ]; 0.5318471337579618; 0.5222929936305732; 0.8078880407124682; 0.9946865037194474; 0.9915254237288136; 0.9947033898305084; 0.5448916408668731; 0.5301204819277109; 0.5319521328557473; 0.4827586206896552; 0.4794520547945205; 0.519487932159165; 0.8056628056628056; 0.798469387755102; 0.8078641355019166
svm_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; 6; svd_trunc_diff; svdne; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.82065217 0.79891304 0.82065217 0.81318681 0.83516484]; 0.8754098360655738; 0.8622950819672132; 0.8761467889908257; 0.8819068255687974; 0.888646288209607; 0.881004366812227; 0.8766233766233765; 0.8823529411764706; 0.8753869969040248; 0.8478260869565218; 0.8125; 0.8596661490683231; 0.8745852687458526; 0.8728476821192053; 0.87611255701291
ensemble_model_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; 6; svd_trunc_diff; svdne; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.91176471 0.87647059 0.87058824 0.86470588 0.89285714]; 0.8226950354609929; 0.8475177304964538; 0.8739376770538244; 0.9015063731170335; 0.9174528301886793; 0.8997641509433962; 0.8333333333333333; 0.8802816901408451; 0.8222837022132796; 0.849122807017544; 0.9029850746268657; 0.8501411859620814; 0.8770718232044199; 0.9071428571428571; 0.8742174959871589
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 824; 274; 274; 0.6005830903790087; 0.19970845481049562; 0.19970845481049562; [0.84337349 0.89759036 0.8902439  0.89634146 0.88414634]; 0.8613138686131386; 0.8503649635036497; 0.9103498542274052; 0.9468599033816425; 0.9514563106796117; 0.9466019417475728; 0.8503937007874016; 0.8307692307692308; 0.8598290598290599; 0.8487084870848707; 0.8273381294964028; 0.8507061017852385; 0.9090909090909092; 0.9030837004405287; 0.9102972771377752
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; 8; svd_trunc_diff; svd; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.91056911 0.87398374 0.85365854 0.8699187  0.85655738]; 0.8655256723716381; 0.8508557457212714; 0.8763440860215054; 0.8927173061863743; 0.9283387622149837; 0.8884364820846904; 0.8752834467120182; 0.8894009216589862; 0.8639712941628264; 0.8523002421307506; 0.9166666666666666; 0.8546466973886327; 0.8812763960581885; 0.9178885630498533; 0.8763440860215055
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; 8; svd_trunc_diff; svd; 1134; 378; 378; 0.6; 0.2; 0.2; [0.84649123 0.85526316 0.88495575 0.82743363 0.84955752]; 0.9153439153439153; 0.873015873015873; 0.9042328042328043; 0.9120974760661444; 0.9241622574955908; 0.9109347442680776; 0.9207920792079207; 0.9789473684210527; 0.9150055991041433; 0.8840579710144928; 0.973404255319149; 0.8735442329227323; 0.9079816980172852; 0.944973544973545; 0.9042328042328043
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.92735043 0.90598291 0.91880342 0.88793103 0.90086207]; 0.845360824742268; 0.8170103092783505; 0.9088568486096807; 0.9602763385146803; 0.9536878216123499; 0.9605488850771869; 0.8507462686567164; 0.8769230769230769; 0.8451972897568752; 0.8211586901763225; 0.844559585492228; 0.8171515876179088; 0.9095554420030658; 0.9165808444902163; 0.9088568486096807
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; 8; svd_trunc_diff; svdn; 1080; 360; 360; 0.6; 0.2; 0.2; [0.53240741 0.49537037 0.52777778 0.50925926 0.52314815]; 0.44722222222222224; 0.4861111111111111; 0.7127777777777777; 0.8741721854304635; 0.8555555555555555; 0.8768518518518519; 0.46070460704607047; 0.4594594594594595; 0.4468725868725869; 0.4846796657381616; 0.5028901734104047; 0.48673920435226115; 0.7103641456582633; 0.7060133630289532; 0.7127627790754522
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; 8; svd_trunc_diff; svdn; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.52755906 0.54761905 0.53174603 0.50396825 0.48412698]; 0.48333333333333334; 0.4738095238095238; 0.791151284490961; 0.9992069785884219; 0.9984152139461173; 0.9992076069730587; 0.56686626746507; 0.6826923076923077; 0.48521407837445574; 0.5517241379310344; 0.6445497630331753; 0.47299258486587; 0.8053215077605322; 0.8647619047619047; 0.7912212565634619
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.53389831 0.51694915 0.54273504 0.5        0.57692308]; 0.4680306905370844; 0.4731457800511509; 0.7770961145194274; 0.9813874788494078; 0.9880749574105622; 0.9812606473594548; 0.5; 0.52; 0.4668062827225131; 0.4824120603015076; 0.5217391304347826; 0.4758454106280193; 0.7815631262525049; 0.8032955715756952; 0.7772823035543451
svm_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; 8; svd_trunc_diff; svdne; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.84821429 0.85585586 0.85135135 0.83783784 0.81081081]; 0.8432432432432433; 0.8513513513513513; 0.8714902807775378; 0.8892825509300266; 0.9028776978417267; 0.8875899280575541; 0.8415300546448087; 0.88; 0.8451282051282052; 0.8614609571788414; 0.890625; 0.8498068820224718; 0.8742071881606766; 0.8959913326110509; 0.8715694015046644
ensemble_model_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; 8; svd_trunc_diff; svdne; 1104; 368; 368; 0.6; 0.2; 0.2; [0.85585586 0.83333333 0.89545455 0.89545455 0.86363636]; 0.8152173913043478; 0.8505434782608695; 0.883695652173913; 0.9209383145091226; 0.9601449275362319; 0.917572463768116; 0.7988165680473374; 0.7458563535911602; 0.8141046473838154; 0.8441926345609065; 0.8142076502732241; 0.8503470683798553; 0.8838219326818674; 0.888646288209607; 0.8837170834987429
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.87083333 0.91176471 0.88235294 0.88235294 0.92016807]; 0.801007556675063; 0.8463476070528967; 0.8867069486404834; 0.9296939619520265; 0.9429530201342282; 0.9286912751677853; 0.8049382716049382; 0.7990196078431373; 0.8010642080666464; 0.8471177944862155; 0.8325123152709359; 0.8466685287694887; 0.8882265275707899; 0.8913260219341974; 0.8866599590851049
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; 10; svd_trunc_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.90136054 0.83673469 0.89795918 0.88435374 0.86734694]; 0.8145695364238411; 0.8432671081677704; 0.8745791245791246; 0.902919212491514; 0.9047619047619048; 0.902721088435374; 0.8271604938271605; 0.9262672811059908; 0.8190658439428259; 0.8594059405940594; 0.9194915254237288; 0.8399300945090995; 0.8790584415584416; 0.9116161616161617; 0.8745791245791247
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; 10; svd_trunc_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.86734694 0.87755102 0.89115646 0.84693878 0.8537415 ]; 0.8719646799116998; 0.8719646799116998; 0.8998316498316499; 0.9186666666666666; 0.9374149659863945; 0.9170068027210884; 0.8765957446808511; 0.9493087557603687; 0.8750781066937438; 0.8806584362139918; 0.9067796610169492; 0.8704405217527142; 0.9030944625407166; 0.9335016835016835; 0.8998316498316498
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.87919463 0.86912752 0.89864865 0.89527027 0.88513514]; 0.7780269058295964; 0.8565022421524664; 0.8859427609427609; 0.9279038718291055; 0.9366576819407008; 0.9272237196765497; 0.8031809145129224; 0.9223744292237442; 0.7805704745237664; 0.8735177865612649; 0.973568281938326; 0.8543640496449622; 0.8919026725169525; 0.9410774410774411; 0.8859427609427609
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; 10; svd_trunc_diff; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.51689189 0.53716216 0.53401361 0.54761905 0.4829932 ]; 0.5476718403547672; 0.5077605321507761; 0.5627104377104377; 0.6232329440688383; 0.6879240162822252; 0.5841248303934871; 0.5968379446640316; 0.6771300448430493; 0.5490913382109983; 0.56640625; 0.6359649122807017; 0.5063232633152388; 0.6071833648393196; 0.6759259259259259; 0.5627104377104377
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; 10; svd_trunc_diff; svdn; 1554; 518; 518; 0.6; 0.2; 0.2; [0.53205128 0.53525641 0.5483871  0.51612903 0.50967742]; 0.49635036496350365; 0.48175182481751827; 0.8232323232323232; 1.0; 1.0; 1.0; 0.5263157894736843; 0.5348837209302325; 0.4944826767916469; 0.47407407407407404; 0.4897959183673469; 0.4821072615092549; 0.8247078464106845; 0.8316498316498316; 0.8232323232323233
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.48344371 0.52649007 0.52666667 0.55666667 0.53      ]; 0.518348623853211; 0.5; 0.8169191919191919; 0.9953488372093022; 0.9960106382978723; 0.9953457446808511; 0.5227272727272728; 0.5299539170506913; 0.5184016160595922; 0.5176991150442478; 0.5342465753424658; 0.49984218168044947; 0.8185231539424281; 0.8257575757575758; 0.8169191919191918
svm_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; 10; svd_trunc_diff; svdne; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.875      0.88157895 0.92105263 0.86423841 0.86423841]; 0.8488372093023255; 0.8511627906976744; 0.8766835016835017; 0.8960709759188846; 0.9327176781002638; 0.891820580474934; 0.8648648648648648; 0.9629629629629629; 0.8483039113880235; 0.8655462184873949; 0.9626168224299065; 0.8516787815853235; 0.8844181459566074; 0.9436026936026936; 0.8766835016835016
ensemble_model_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; 10; svd_trunc_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.89932886 0.88851351 0.90878378 0.87837838 0.9222973 ]; 0.8411633109619687; 0.7986577181208053; 0.8897306397306397; 0.9340300457217505; 0.9649122807017544; 0.9318488529014846; 0.8571428571428572; 0.9638009049773756; 0.8425199215152366; 0.8269230769230769; 0.9513274336283186; 0.7969306851399511; 0.8971742543171114; 0.9621212121212122; 0.8897306397306397
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.85763889 0.87847222 0.88541667 0.8125     0.86363636]; 0.9189765458422174; 0.8827292110874201; 0.9006734006734006; 0.904091213950369; 0.9374130737134909; 0.9005563282336578; 0.9230769230769231; 0.9620253164556962; 0.9185126582278481; 0.8870636550308009; 0.9310344827586207; 0.883238760366652; 0.9045307443365695; 0.9410774410774411; 0.9006734006734007
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; 12; svd_trunc_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.87016575 0.8480663  0.83611111 0.86666667 0.89166667]; 0.8531468531468531; 0.7972027972027972; 0.8665824915824916; 0.8843899840170485; 0.9201773835920177; 0.8797117516629711; 0.8645161290322582; 0.9436619718309859; 0.8537754303599374; 0.823170731707317; 0.9375; 0.7962147887323944; 0.8739562624254474; 0.9250841750841751; 0.8665824915824916
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; 12; svd_trunc_diff; svd; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.88235294 0.90641711 0.84677419 0.83333333 0.85215054]; 0.859375; 0.87890625; 0.898989898989899; 0.908995265649658; 0.927038626609442; 0.9071888412017167; 0.8695652173913043; 0.9375; 0.859375; 0.8856088560885609; 0.9375; 0.87890625; 0.9019607843137255; 0.9292929292929293; 0.898989898989899
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svd; 26; 137; 163; zones; svd_trunc_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.87567568 0.89459459 0.92162162 0.88108108 0.88043478]; 0.8446969696969697; 0.8106060606060606; 0.9019360269360269; 0.9258872651356994; 0.95995670995671; 0.9231601731601732; 0.8610169491525423; 0.9202898550724637; 0.8410973084886127; 0.818840579710145; 0.8968253968253969; 0.8143547273982056; 0.9063128266988338; 0.9486531986531986; 0.9019360269360268
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; 12; svd_trunc_diff; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.50867052 0.48554913 0.52601156 0.5        0.50581395]; 0.5308641975308642; 0.47530864197530864; 0.5563973063973064; 0.5826681870011402; 0.5914351851851852; 0.5763888888888888; 0.5476190476190477; 0.5859872611464968; 0.5325145886570808; 0.4970414201183431; 0.5029940119760479; 0.47442694229375637; 0.5658978583196046; 0.5782828282828283; 0.5563973063973064
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; 12; svd_trunc_diff; svdn; 1854; 618; 618; 0.6; 0.2; 0.2; [0.53763441 0.50268817 0.53513514 0.47567568 0.51351351]; 0.5057471264367817; 0.5095785440613027; 0.8918350168350169; 1.0; 1.0; 1.0; 0.5057471264367815; 0.48175182481751827; 0.5070049446668237; 0.5; 0.5161290322580645; 0.5098893336472804; 0.8916069169126951; 0.8897306397306397; 0.8918350168350168
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdn; 26; 137; 163; zones; svd_trunc_diff; svdn; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.50857143 0.49137931 0.52298851 0.52873563 0.5       ]; 0.42902208201892744; 0.5299684542586751; 0.8526936026936027; 0.9885057471264368; 0.9873708381171068; 0.9885189437428242; 0.47536231884057967; 0.5093167701863354; 0.42773530817009076; 0.547112462006079; 0.5769230769230769; 0.530697563306259; 0.8550124275062139; 0.8686868686868687; 0.8526936026936027
svm_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; 12; svd_trunc_diff; svdne; 1752; 584; 584; 0.6; 0.2; 0.2; [0.86079545 0.86571429 0.87428571 0.86285714 0.83714286]; 0.8846153846153846; 0.907051282051282; 0.8779461279461279; 0.8783126014061654; 0.9269406392694064; 0.8715753424657534; 0.875; 0.8289473684210527; 0.8832236842105263; 0.9073482428115015; 0.8875; 0.9075657894736842; 0.8816326530612244; 0.9090909090909091; 0.877946127946128
ensemble_model_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; 12; svd_trunc_diff; svdne; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.88461538 0.88461538 0.89779006 0.89226519 0.85082873]; 0.797153024911032; 0.8078291814946619; 0.8897306397306397; 0.919121585431173; 0.9459757442116868; 0.9167585446527011; 0.7849056603773585; 0.8; 0.7973509933774836; 0.8246753246753247; 0.8410596026490066; 0.8051451859398879; 0.892622950819672; 0.9166666666666666; 0.8897306397306396
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_trunc_diff_svdne; 26; 137; 163; zones; svd_trunc_diff; svdne; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.80681818 0.84659091 0.84659091 0.85227273 0.84659091]; 0.9025974025974026; 0.8928571428571429; 0.9179292929292929; 0.9260089686098655; 0.9386363636363636; 0.9249999999999999; 0.8979591836734694; 0.88; 0.9020253164556962; 0.8932038834951456; 0.8734177215189873; 0.8933755274261603; 0.9183074989526603; 0.9225589225589226; 0.9179292929292929
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svd; 26; 174; 200; 4; svd_trunc_diff; svd; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.5 0.5 0.5 0.5 0.5]; 0.48514851485148514; 0.47029702970297027; 0.49110671936758893; 0.6666666666666666; 1.0; 0.5; 0.6533333333333333; 1.0; 0.5; 0.6397306397306397; 1.0; 0.5; 0.6587143803843605; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svd; 26; 174; 200; 4; svd_trunc_diff; svd; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.5 0.5 0.5 0.5 0.5]; 0.51010101010101; 0.4898989898989899; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6755852842809364; 1.0; 0.5; 0.6576271186440679; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.59836066 0.49180328 0.56557377 0.48333333 0.50833333]; 0.5891089108910891; 0.4900990099009901; 0.6871287128712872; 0.8233695652173914; 1.0; 0.7854785478547854; 0.6770428015564204; 0.7837837837837838; 0.5677160677160678; 0.582995951417004; 0.72; 0.49235294117647055; 0.7451612903225806; 0.8988326848249028; 0.6832873101543868
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; 4; svd_trunc_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.53030303 0.57575758 0.56818182 0.5530303  0.49242424]; 0.5454545454545454; 0.5227272727272727; 0.5409090909090909; 0.5327102803738317; 0.5181818181818182; 0.5454545454545454; 0.5495495495495496; 0.5213675213675214; 0.5470915276740519; 0.4976076555023924; 0.46846846846846846; 0.5232250599223076; 0.5293569431500467; 0.5089605734767025; 0.5413806557420413
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; 4; svd_trunc_diff; svdn; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.64150943 0.54716981 0.6509434  0.54716981 0.56603774]; 0.6136363636363636; 0.5056818181818182; 0.8151927437641724; 0.9849624060150376; 0.9886792452830189; 0.9849056603773585; 0.6599999999999999; 0.6875; 0.60625; 0.5347593582887701; 0.5681818181818182; 0.5056818181818182; 0.8226332970620239; 0.8418708240534521; 0.8146998462068646
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.54385965 0.5        0.56140351 0.55263158 0.55357143]; 0.5555555555555556; 0.5608465608465608; 0.8086680761099366; 0.9750000000000001; 0.9612676056338029; 0.9753521126760564; 0.5714285714285714; 0.5714285714285714; 0.554945054945055; 0.6028708133971291; 0.63; 0.5565730337078652; 0.8124352331606218; 0.8132780082987552; 0.8085786593217914
svm_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; 4; svd_trunc_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.71666667 0.66666667 0.65       0.64166667 0.66101695]; 0.5678391959798995; 0.5628140703517588; 0.6957831325301205; 0.782608695652174; 0.782608695652174; 0.782608695652174; 0.5113636363636364; 0.5113636363636364; 0.5619881244881244; 0.5347593582887701; 0.49019607843137253; 0.5646856680816656; 0.6847034339229969; 0.6728016359918201; 0.695375176970269
ensemble_model_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; 4; svd_trunc_diff; svdne; 510; 170; 170; 0.6; 0.2; 0.2; [0.68627451 0.60784314 0.64705882 0.70588235 0.57843137]; 0.5882352941176471; 0.5941176470588235; 0.8341176470588235; 0.99609375; 1.0; 0.996078431372549; 0.5454545454545455; 0.5675675675675675; 0.5858671171171171; 0.6229508196721313; 0.6333333333333333; 0.5916666666666667; 0.833922261484099; 0.8448687350835322; 0.834267314177497
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.61111111 0.60483871 0.58870968 0.62903226 0.59677419]; 0.5748792270531401; 0.5072463768115942; 0.7992277992277992; 0.9711538461538463; 0.9742765273311897; 0.9710610932475884; 0.5555555555555556; 0.5238095238095238; 0.5756302521008403; 0.5142857142857143; 0.4778761061946903; 0.510214648842026; 0.7984496124031006; 0.77882797731569; 0.7996703989142552
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svd; 26; 174; 200; 6; svd_trunc_diff; svd; 876; 292; 292; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5; 0.4623287671232877; 0.49246575342465754; 0.6666666666666666; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6323185011709602; 1.0; 0.5; 0.6599357503441946; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svd; 26; 174; 200; 6; svd_trunc_diff; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.5 0.5 0.5 0.5 0.5]; 0.473015873015873; 0.4857142857142857; 0.491751269035533; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 900; 300; 300; 0.6; 0.2; 0.2; [0.53333333 0.59444444 0.54444444 0.51111111 0.54444444]; 0.5933333333333334; 0.55; 0.7066666666666667; 0.8310249307479225; 1.0; 0.7966666666666666; 0.6789473684210527; 0.7962962962962963; 0.5756843800322061; 0.6301369863013698; 0.7467532467532467; 0.5446095000889521; 0.7592997811816193; 0.9060052219321149; 0.7023214120559758
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; 6; svd_trunc_diff; svdn; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.6344086  0.60752688 0.59677419 0.60752688 0.60869565]; 0.5857605177993528; 0.540453074433657; 0.5970245795601552; 0.5710814094775213; 0.5064655172413793; 0.6196120689655173; 0.47540983606557374; 0.4084507042253521; 0.5724888251665682; 0.4817518248175182; 0.4125; 0.5451761744966444; 0.5354213273676361; 0.46866840731070497; 0.5958726651938141
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; 6; svd_trunc_diff; svdn; 840; 280; 280; 0.6; 0.2; 0.2; [0.51190476 0.50595238 0.54166667 0.50595238 0.5952381 ]; 0.5535714285714286; 0.5821428571428572; 0.8271428571428572; 1.0; 1.0; 1.0; 0.5733788395904437; 0.6131386861313869; 0.5548210913174417; 0.6285714285714284; 0.6644295302013423; 0.5764895742609765; 0.8328729281767956; 0.8541076487252125; 0.8269097321435861
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.59411765 0.54705882 0.54705882 0.58235294 0.60714286]; 0.5531914893617021; 0.5390070921985816; 0.7939093484419264; 0.9585798816568047; 0.9551886792452831; 0.9587264150943396; 0.4878048780487805; 0.425531914893617; 0.5531914893617021; 0.4628099173553719; 0.3971631205673759; 0.5390070921985816; 0.781695423855964; 0.7379603399433428; 0.7939093484419264
svm_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; 6; svd_trunc_diff; svdne; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.56976744 0.59302326 0.61046512 0.58139535 0.60465116]; 0.5559440559440559; 0.5244755244755245; 0.6403631284916201; 0.6963855421686747; 0.672093023255814; 0.7069767441860465; 0.5415162454873647; 0.5033557046979866; 0.5582471954146867; 0.4471544715447154; 0.4074074074074074; 0.5182732401275447; 0.6193643754619365; 0.5868347338935574; 0.6402140243283944
ensemble_model_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; 6; svd_trunc_diff; svdne; 766; 255; 255; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.64285714 0.72727273 0.66233766 0.61842105 0.65131579]; 0.5647058823529412; 0.5529411764705883; 0.8213166144200627; 0.996078431372549; 0.9947780678851175; 0.996083550913838; 0.5236051502145923; 0.4621212121212121; 0.5684589800443459; 0.5169491525423731; 0.46564885496183206; 0.5554050726422064; 0.8152350081037276; 0.7786377708978328; 0.821858567988599
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.61666667 0.57865169 0.59550562 0.60674157 0.6011236 ]; 0.5892255892255892; 0.5622895622895623; 0.8102288021534321; 0.9662162162162162; 0.9618834080717489; 0.9663677130044843; 0.5960264900662253; 0.5882352941176471; 0.5892565359477124; 0.5806451612903225; 0.5844155844155844; 0.5614385614385614; 0.8119999999999999; 0.8087649402390438; 0.8102487729844605
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svd; 26; 174; 200; 8; svd_trunc_diff; svd; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.5 0.5 0.5 0.5 0.5]; 0.5129411764705882; 0.4988235294117647; 0.5023518344308561; 0.6666666666666666; 1.0; 0.5; 0.6780715396578538; 1.0; 0.5; 0.6656200941915228; 1.0; 0.5; 0.6687539135879775; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svd; 26; 174; 200; 8; svd_trunc_diff; svd; 1152; 384; 384; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.5260416666666666; 0.4583333333333333; 0.496875; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5; 0.0; 0.0; 0.5
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.56349206 0.556      0.536      0.54       0.56      ]; 0.5563549160671463; 0.5083932853717026; 0.6687440076701822; 0.6834910620399579; 0.5191693290734825; 0.7595846645367412; 0.42367601246105924; 0.32075471698113206; 0.560377358490566; 0.3492063492063492; 0.25821596244131456; 0.5139119027892848; 0.5645872715816005; 0.4262607040913416; 0.6706182747509848
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; 8; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.56722689 0.57142857 0.57983193 0.58898305 0.56355932]; 0.5139240506329114; 0.5316455696202531; 0.5531376518218624; 0.47071129707112974; 0.3794266441821248; 0.5733558178752107; 0.267175572519084; 0.175; 0.5182692307692308; 0.2745098039215686; 0.1891891891891892; 0.5112612612612613; 0.40054310930074677; 0.3016359918200409; 0.5506175951084173
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; 8; svd_trunc_diff; svdn; 1260; 420; 420; 0.6; 0.2; 0.2; [0.5515873  0.57936508 0.51984127 0.58333333 0.52380952]; 0.5595238095238095; 0.5357142857142857; 0.8076190476190476; 0.9810126582278481; 0.9841269841269841; 0.9809523809523809; 0.5292620865139949; 0.49760765550239233; 0.5592303680355564; 0.48; 0.430622009569378; 0.5352162180548312; 0.8011811023622047; 0.7767175572519084; 0.8075602995385016
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.55462185 0.55882353 0.57142857 0.62288136 0.52966102]; 0.5265822784810127; 0.5721518987341773; 0.7904858299595142; 0.9514237855946398; 0.9578414839797639; 0.9510961214165261; 0.4281345565749236; 0.35353535353535354; 0.5270214838742757; 0.5185185185185185; 0.4690721649484536; 0.5703569779966149; 0.7788461538461539; 0.7401015228426396; 0.7903333043072935
svm_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; 8; svd_trunc_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.62393162 0.62393162 0.63362069 0.64655172 0.55172414]; 0.6108247422680413; 0.5695876288659794; 0.6659793814432989; 0.7089947089947088; 0.6907216494845361; 0.7164948453608248; 0.5863013698630137; 0.5487179487179488; 0.6111465391258137; 0.5322128851540616; 0.4896907216494845; 0.5695876288659794; 0.6508620689655172; 0.6220391349124614; 0.6660247274149511
ensemble_model_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; 8; svd_trunc_diff; svdne; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.57391304 0.62608696 0.63043478 0.6173913  0.6622807 ]; 0.6832460732984293; 0.5785340314136126; 0.8430962343096234; 0.9844020797227035; 0.9895470383275261; 0.9843205574912891; 0.6773333333333335; 0.6446700507614214; 0.6844971875428728; 0.5540166204986149; 0.5181347150259067; 0.5791731776187735; 0.8412698412698413; 0.8246887966804979; 0.8432515713360295
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 1118; 372; 372; 0.6004296455424275; 0.19978517722878625; 0.19978517722878625; [0.66071429 0.57142857 0.65625    0.61607143 0.57207207]; 0.5698924731182796; 0.6370967741935484; 0.8174006444683136; 0.9597135183527304; 0.9588550983899821; 0.9597495527728085; 0.5151515151515152; 0.46703296703296704; 0.5677270098322731; 0.5631067961165048; 0.4943181818181818; 0.6298121521335807; 0.8063781321184511; 0.772082878953108; 0.8167292701643847
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svd; 26; 174; 200; 10; svd_trunc_diff; svd; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.5 0.5 0.5 0.5 0.5]; 0.5086206896551724; 0.49137931034482757; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6742857142857143; 1.0; 0.5; 0.6589595375722543; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svd; 26; 174; 200; 10; svd_trunc_diff; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.5 0.5 0.5 0.5 0.5]; 0.4888888888888889; 0.5111111111111111; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6567164179104478; 1.0; 0.5; 0.676470588235294; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.51369863 0.51027397 0.54452055 0.53082192 0.52054795]; 0.5567685589519651; 0.5567685589519651; 0.6927609427609428; 0.8183856502242153; 1.0; 0.7780821917808219; 0.6205607476635514; 0.7443946188340808; 0.5615590115446999; 0.6288848263254113; 0.7319148936170212; 0.5520561015170308; 0.7452896022330774; 0.898989898989899; 0.6927609427609427
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; 10; svd_trunc_diff; svdn; 1530; 510; 510; 0.6; 0.2; 0.2; [0.58496732 0.55882353 0.47385621 0.55228758 0.55882353]; 0.5106382978723404; 0.5295508274231678; 0.6043771043771043; 0.6158273381294964; 0.5594771241830065; 0.6509803921568627; 0.4538258575197889; 0.41346153846153844; 0.509056350626118; 0.4425770308123249; 0.3674418604651163; 0.5322786225402505; 0.5578551269990593; 0.49915824915824913; 0.6043771043771042
ensemble_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; 10; svd_trunc_diff; svdn; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.60472973 0.53040541 0.58445946 0.53378378 0.55102041]; 0.5278396436525612; 0.5634743875278396; 0.8021885521885522; 0.9584450402144773; 0.9675236806495264; 0.9580514208389715; 0.5159817351598174; 0.49344978165938863; 0.5285430726478761; 0.5504587155963303; 0.5454545454545454; 0.5631202858277093; 0.801352493660186; 0.797979797979798; 0.8021885521885522
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 1506; 502; 502; 0.6; 0.2; 0.2; [0.61589404 0.55960265 0.62251656 0.57333333 0.55666667]; 0.5333333333333333; 0.5103448275862069; 0.7962962962962963; 0.9544846050870147; 0.9468791500664011; 0.954847277556441; 0.46437994722955145; 0.41509433962264153; 0.5304171249682714; 0.45244215938303345; 0.39461883408071746; 0.5133471528894153; 0.7860300618921308; 0.7483164983164983; 0.7962962962962963
svm_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; 10; svd_trunc_diff; svdne; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.67434211 0.58552632 0.59868421 0.61513158 0.69078947]; 0.5350467289719626; 0.514018691588785; 0.6485690235690236; 0.7195281782437746; 0.7223684210526315; 0.7184210526315791; 0.5862785862785862; 0.6558139534883721; 0.5344797466972376; 0.5517241379310345; 0.6009389671361502; 0.5144229719401682; 0.6620801295022258; 0.6885521885521886; 0.6485690235690236
ensemble_model_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; 10; svd_trunc_diff; svdne; 1522; 507; 507; 0.6001577287066246; 0.1999211356466877; 0.1999211356466877; [0.58169935 0.62828947 0.59868421 0.60855263 0.59210526]; 0.6440281030444965; 0.6440281030444965; 0.8691077441077442; 0.9954158480681075; 0.9986859395532195; 0.9954007884362681; 0.6062176165803109; 0.5492957746478874; 0.6438067658286166; 0.616161616161616; 0.5700934579439252; 0.6442016585494273; 0.8653096578605458; 0.8409090909090909; 0.869107744107744
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.59459459 0.58503401 0.59183673 0.57482993 0.57823129]; 0.5508849557522124; 0.5995575221238938; 0.8186026936026936; 0.9680923285811269; 0.96875; 0.968070652173913; 0.5311778290993071; 0.5203619909502263; 0.5502242855184032; 0.5895691609977324; 0.5627705627705628; 0.6003898062721592; 0.8163613123135919; 0.8063973063973064; 0.8186026936026936
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svd; 26; 174; 200; 12; svd_trunc_diff; svd; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.5 0.5 0.5 0.5 0.5]; 0.47653429602888087; 0.5234657039711191; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6454767726161369; 1.0; 0.5; 0.6872037914691944; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svd; 26; 174; 200; 12; svd_trunc_diff; svd; 1702; 567; 567; 0.6001410437235543; 0.19992947813822284; 0.19992947813822284; [0.5 0.5 0.5 0.5 0.5]; 0.5133531157270029; 0.486646884272997; 0.5; 0.6666666666666666; 1.0; 0.5; 0.6784313725490195; 1.0; 0.5; 0.654690618762475; 1.0; 0.5; 0.6666666666666666; 1.0; 0.5
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_trunc_diff_svd; 26; 174; 200; zones; svd_trunc_diff; svd; 1932; 644; 644; 0.6; 0.2; 0.2; [0.56443299 0.57253886 0.55181347 0.50259067 0.57253886]; 0.5540540540540541; 0.481981981981982; 0.7129629629629629; 0.680327868852459; 0.515527950310559; 0.7577639751552795; 0.4; 0.3173076923076923; 0.540009778357236; 0.31137724550898205; 0.22033898305084745; 0.4995925684485007; 0.6202672605790647; 0.46885521885521886; 0.7129629629629629
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; 12; svd_trunc_diff; svdn; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.53714286 0.53714286 0.55747126 0.59770115 0.55747126]; 0.5569620253164557; 0.5569620253164557; 0.5782828282828283; 0.5618932038834952; 0.5309633027522935; 0.5860091743119266; 0.5138888888888888; 0.45962732919254656; 0.5588459226607894; 0.5070422535211268; 0.4645161290322581; 0.5552394309757563; 0.5486486486486487; 0.5126262626262627; 0.5782828282828283
ensemble_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; 12; svd_trunc_diff; svdn; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.59016393 0.59836066 0.59562842 0.55769231 0.5467033 ]; 0.5127272727272727; 0.5854545454545454; 0.8602693602693603; 0.9541984732824427; 0.9583789704271632; 0.9539978094194962; 0.4552845528455285; 0.3888888888888889; 0.518871925360475; 0.5210084033613445; 0.4732824427480916; 0.5803912213740458; 0.8567730802415875; 0.8358585858585859; 0.8602693602693603
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdn; 26; 174; 200; zones; svd_trunc_diff; svdn; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.48369565 0.5298913  0.51902174 0.5298913  0.52717391]; 0.5783582089552238; 0.5671641791044776; 0.8691077441077442; 0.9554347826086956; 0.9554347826086956; 0.9554347826086955; 0.6295081967213114; 0.6808510638297872; 0.5727089964818227; 0.6158940397350993; 0.7322834645669292; 0.575361590439493; 0.8729055986922764; 0.898989898989899; 0.8691077441077442
svm_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; 12; svd_trunc_diff; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.57627119 0.55649718 0.61079545 0.63920455 0.61931818]; 0.5555555555555556; 0.545751633986928; 0.6127946127946128; 0.6107423053711527; 0.5736961451247166; 0.6343537414965987; 0.4887218045112783; 0.4166666666666667; 0.5583333333333333; 0.437246963562753; 0.36; 0.5421794871794872; 0.576036866359447; 0.5260942760942761; 0.6127946127946128
ensemble_model_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; 12; svd_trunc_diff; svdne; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.63903743 0.62032086 0.59358289 0.63101604 0.61827957]; 0.6338582677165354; 0.6338582677165354; 0.9183501683501684; 0.9957219251336898; 0.9967880085653105; 0.9957173447537472; 0.6042553191489363; 0.5590551181102362; 0.6338582677165355; 0.6075949367088607; 0.5669291338582677; 0.6338582677165354; 0.9171648163962425; 0.9040404040404041; 0.9183501683501684
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_trunc_diff_svdne; 26; 174; 200; zones; svd_trunc_diff; svdne; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.5828877  0.59625668 0.56989247 0.55376344 0.60752688]; 0.59375; 0.62109375; 0.88510101010101; 0.9611650485436893; 0.9560085836909872; 0.96137339055794; 0.5806451612903226; 0.5413533834586466; 0.5958799437618436; 0.5726872246696035; 0.5284552845528455; 0.6176111009230393; 0.8827823100042936; 0.8653198653198653; 0.88510101010101
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; 4; ipca_diff; svd; 528; 176; 176; 0.6; 0.2; 0.2; [1. 1. 1. 1. 1.]; 0.6136363636363636; 0.5397727272727273; 0.8306818181818182; 1.0; 1.0; 1.0; 0.7424242424242423; 0.9607843137254902; 0.5479597244303127; 0.6798418972332015; 0.9662921348314607; 0.5348702053467649; 0.8574162679425837; 0.9846153846153847; 0.8252488687782806
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; 4; ipca_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.99122807 1.         0.98245614 0.99107143 0.98214286]; 0.7021276595744681; 0.7127659574468085; 0.8832271762208068; 1.0; 1.0; 1.0; 0.7627118644067795; 0.8571428571428571; 0.6815834767641997; 0.7476635514018691; 0.9090909090909091; 0.7245454545454546; 0.8917322834645669; 0.9516806722689075; 0.8824926966494752
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.99107143 1.         1.         1.         0.99090909]; 0.6935483870967742; 0.7096774193548387; 0.8806451612903226; 1.0; 1.0; 1.0; 0.7420814479638009; 0.9010989010989011; 0.6979178716020821; 0.7567567567567567; 0.8842105263157894; 0.7058415268941585; 0.8891108891108891; 0.956989247311828; 0.8806451612903227
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; 4; ipca_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.92741935 0.94354839 0.94354839 0.91129032 0.91129032]; 0.47572815533980584; 0.5; 0.7810077519379846; 0.9763779527559054; 1.0; 0.9758064516129032; 0.6351351351351351; 0.9791666666666666; 0.5077651515151514; 0.6531986531986532; 0.9150943396226415; 0.4875471698113208; 0.8159609120521173; 0.978515625; 0.7825270432692307
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; 4; ipca_diff; svdn; 642; 214; 214; 0.6; 0.2; 0.2; [0.93846154 0.9453125  0.921875   0.890625   0.8984375 ]; 0.4953271028037383; 0.48598130841121495; 0.7962616822429907; 1.0; 1.0; 1.0; 0.644736842105263; 0.9158878504672897; 0.4953271028037383; 0.6180555555555556; 0.898989898989899; 0.5147123407992973; 0.8233387358184766; 0.9639468690702088; 0.7987321822330785
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.92857143 0.98214286 0.98214286 0.99107143 0.96428571]; 0.4838709677419355; 0.46774193548387094; 0.7907725321888412; 1.0; 1.0; 1.0; 0.6307692307692306; 0.8631578947368421; 0.47553499132446503; 0.5892116182572614; 0.8452380952380952; 0.5010504201680672; 0.8162111215834119; 0.9433551198257081; 0.7930306254519659
svm_model_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; 4; ipca_diff; svdne; 680; 226; 226; 0.6007067137809188; 0.19964664310954064; 0.19964664310954064; [1.         0.99264706 0.95588235 0.99264706 0.98529412]; 0.49557522123893805; 0.5486725663716814; 0.808303886925795; 0.9985272459499264; 0.9970588235294118; 0.9985294117647059; 0.6122448979591837; 0.9278350515463918; 0.5491888436026533; 0.6666666666666666; 0.918918918918919; 0.555111633372503; 0.8303362001563721; 0.968978102189781; 0.8132561743825617
ensemble_model_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; 4; ipca_diff; svdne; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.98333333 1.         1.         1.         1.        ]; 0.6818181818181818; 0.6919191919191919; 0.875; 1.0; 1.0; 1.0; 0.7385892116182573; 0.8476190476190476; 0.6711213517665131; 0.7359307359307359; 0.8333333333333334; 0.6875000000000001; 0.8838951310861424; 0.9346534653465347; 0.8738975745623844
ensemble_model_v2_N26_B0_E26_nb_zones_4_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.97321429 0.97321429 1.         1.         1.        ]; 0.7243243243243244; 0.7243243243243244; 0.8898488120950324; 1.0; 1.0; 1.0; 0.7605633802816901; 0.8350515463917526; 0.71866213683224; 0.7384615384615384; 0.8089887640449438; 0.7274110486891385; 0.8941908713692946; 0.9288793103448276; 0.8897643304970891
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; 6; ipca_diff; svd; 852; 284; 284; 0.6; 0.2; 0.2; [0.98255814 1.         0.99411765 0.98823529 0.99411765]; 0.5633802816901409; 0.6056338028169014; 0.8338028169014085; 1.0; 1.0; 1.0; 0.6804123711340206; 0.9565217391304348; 0.5741512805241216; 0.7294685990338163; 0.993421052631579; 0.5762559808612441; 0.8573155985489721; 0.9902234636871509; 0.83246968638903
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; 6; ipca_diff; svd; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [1.         1.         0.99411765 1.         1.        ]; 0.6183745583038869; 0.6395759717314488; 0.8516949152542372; 1.0; 1.0; 1.0; 0.6842105263157896; 0.8796992481203008; 0.6331829573934837; 0.718232044198895; 0.9090909090909091; 0.6366883116883117; 0.8648648648648648; 0.9586305278174037; 0.8527418373352752
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.98275862 1.         0.97701149 0.99425287 0.98255814]; 0.740484429065744; 0.7058823529411765; 0.8886583679114799; 0.9988492520138089; 1.0; 0.998847926267281; 0.7588424437299036; 0.8194444444444444; 0.7407567049808429; 0.7138047138047137; 0.7910447761194029; 0.711651420317766; 0.8909952606635072; 0.9241573033707865; 0.8891903683066467
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; 6; ipca_diff; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.92307692 0.85164835 0.87222222 0.83888889 0.88333333]; 0.45182724252491696; 0.48172757475083056; 0.7549800796812749; 0.9492600422832981; 0.9933628318584071; 0.9469026548672567; 0.5780051150895141; 0.8014184397163121; 0.4725842198581561; 0.6020408163265306; 0.8082191780821918; 0.4912063632346443; 0.7865818392134182; 0.9201623815967523; 0.7579951412546996
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; 6; ipca_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.93548387 0.96195652 0.94021739 0.96195652 0.95108696]; 0.46579804560260585; 0.5602605863192183; 0.8001302083333334; 0.9913978494623656; 1.0; 0.9913232104121474; 0.6289592760180995; 0.9652777777777778; 0.49490882753919563; 0.7121535181236673; 0.9597701149425287; 0.4986820499524674; 0.8332428028245519; 0.9845956354300385; 0.7974497331707656
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.95108696 0.92934783 0.93478261 0.96703297 0.92857143]; 0.5377049180327869; 0.4852459016393443; 0.799475753604194; 0.9913419913419913; 1.0; 0.9912663755458515; 0.6697892271662764; 0.8666666666666667; 0.5083333333333333; 0.6142506142506143; 0.8802816901408451; 0.5106929923096863; 0.825938566552901; 0.9490196078431372; 0.7990827342763649
svm_model_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; 6; ipca_diff; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.99450549 0.99450549 0.99444444 1.         0.98333333]; 0.6710963455149501; 0.7043189368770764; 0.8751660026560425; 1.0; 1.0; 1.0; 0.6990881458966566; 0.7986111111111112; 0.6763756192498231; 0.7327327327327328; 0.8356164383561644; 0.7081307998232435; 0.879948914431673; 0.9285714285714286; 0.8759349289454001
ensemble_model_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; 6; ipca_diff; svdne; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.99484536 1.         1.         1.         1.        ]; 0.7375; 0.765625; 0.900749063670412; 1.0; 1.0; 1.0; 0.7572254335260116; 0.7891566265060241; 0.735487404162103; 0.7851002865329513; 0.85625; 0.765625; 0.904043452021726; 0.9281288723667905; 0.9005424236047789
ensemble_model_v2_N26_B0_E26_nb_zones_6_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.98958333 0.98958333 0.98958333 0.98958333 1.        ]; 0.7586206896551724; 0.7366771159874608; 0.8991228070175439; 1.0; 1.0; 1.0; 0.7755102040816326; 0.8417721518987342; 0.7593953927195535; 0.7640449438202247; 0.8192771084337349; 0.7331679659815733; 0.9028364514182258; 0.9315068493150684; 0.8989186201178117
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; 8; ipca_diff; svd; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [1.         1.         1.         0.99568966 0.99568966]; 0.5927835051546392; 0.5824742268041238; 0.8347064881565397; 0.9991431019708655; 1.0; 0.9991423670668953; 0.7074074074074075; 0.9695431472081218; 0.5868658144417573; 0.6954887218045113; 0.9685863874345549; 0.5883541074228612; 0.8566324251898169; 0.9876416065911432; 0.8347064881565396
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; 8; ipca_diff; svd; 1224; 408; 408; 0.6; 0.2; 0.2; [0.99186992 1.         1.         0.99590164 0.97540984]; 0.6715686274509803; 0.7352941176470589; 0.8813725490196078; 1.0; 1.0; 1.0; 0.7298387096774194; 0.900497512437811; 0.6748864373783258; 0.778688524590164; 0.9223300970873787; 0.7334422762664616; 0.8903985507246376; 0.9646712463199215; 0.8814541344234279
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 1142; 380; 380; 0.6004206098843323; 0.19978969505783387; 0.19978969505783387; [0.99565217 0.99561404 0.99561404 0.97807018 1.        ]; 0.7131578947368421; 0.6947368421052632; 0.8817034700315457; 1.0; 1.0; 1.0; 0.7824351297405189; 0.9702970297029703; 0.6958226721548559; 0.7531914893617022; 0.9725274725274725; 0.705960705960706; 0.8935163274964506; 0.9884816753926702; 0.881252453324635
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; 8; ipca_diff; svdn; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.9338843  0.92561983 0.94628099 0.93801653 0.9125    ]; 0.5348258706467661; 0.5074626865671642; 0.7982107355864811; 0.9828571428571429; 0.9966887417218543; 0.9826158940397351; 0.6630630630630631; 0.8975609756097561; 0.5274606908505634; 0.6597938144329897; 0.927536231884058; 0.49453734671125976; 0.8281117696867062; 0.9625984251968503; 0.7965602567751321
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; 8; ipca_diff; svdn; 1116; 372; 372; 0.6; 0.2; 0.2; [0.9375     0.91517857 0.94642857 0.95945946 0.94594595]; 0.5725806451612904; 0.5806451612903226; 0.8306451612903226; 1.0; 1.0; 1.0; 0.6638477801268499; 0.8722222222222222; 0.5819444444444444; 0.6763485477178423; 0.8624338624338624; 0.5760256743863301; 0.8478995654273299; 0.9471413160733549; 0.8310197469970204
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.93162393 0.93589744 0.94871795 0.94871795 0.93103448]; 0.4987146529562982; 0.5552699228791774; 0.802672147995889; 0.9864636209813875; 0.9982876712328768; 0.9863013698630136; 0.6257197696737045; 0.9005524861878453; 0.5247954738631534; 0.6894075403949731; 0.9230769230769231; 0.5278368040798981; 0.8300884955752214; 0.9640287769784173; 0.8026721479958892
svm_model_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; 8; ipca_diff; svdne; 1104; 368; 368; 0.6; 0.2; 0.2; [1. 1. 1. 1. 1.]; 0.7255434782608695; 0.6956521739130435; 0.8842391304347826; 1.0; 1.0; 1.0; 0.7566265060240965; 0.8351063829787234; 0.7231087470449173; 0.7227722772277227; 0.7934782608695652; 0.6956521739130435; 0.889235569422777; 0.9253246753246753; 0.8840597175750015
ensemble_model_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; 8; ipca_diff; svdne; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.98760331 1.         0.99583333 0.99166667 0.99166667]; 0.7475; 0.7325; 0.8961038961038961; 1.0; 1.0; 1.0; 0.7589498806682577; 0.8736263736263736; 0.7579141042443793; 0.7698924731182796; 0.8483412322274881; 0.7257579177010457; 0.900287631831256; 0.9446680080482898; 0.8964411468812876
ensemble_model_v2_N26_B0_E26_nb_zones_8_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.99579832 0.98739496 1.         1.         0.99576271]; 0.6675126903553299; 0.6649746192893401; 0.8666328600405679; 1.0; 1.0; 1.0; 0.7230443974630021; 0.8221153846153846; 0.6583695202646815; 0.7079646017699114; 0.8080808080808081; 0.6642444856730572; 0.8752963489805596; 0.9248496993987976; 0.8659156094529922
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; 10; ipca_diff; svd; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.98214286 0.99285714 0.99642857 0.98920863 1.        ]; 0.6301075268817204; 0.6193548387096774; 0.849957007738607; 1.0; 1.0; 1.0; 0.7225806451612904; 0.9572649572649573; 0.627983127983128; 0.7158908507223114; 0.9612068965517241; 0.6200884268166346; 0.8677529367184539; 0.9836769759450171; 0.8498419303133004
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; 10; ipca_diff; svd; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.97959184 0.99315068 0.99657534 0.98972603 0.99315068]; 0.6914660831509847; 0.6805251641137856; 0.8787878787878788; 0.9993164730006835; 1.0; 0.9993160054719562; 0.7504424778761063; 0.9217391304347826; 0.6899444550852327; 0.7411347517730497; 0.920704845814978; 0.6820915533422716; 0.8888888888888888; 0.9696969696969697; 0.8787878787878788
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 1510; 503; 503; 0.6001589825119237; 0.19992050874403816; 0.19992050874403816; [0.98675497 0.99006623 1.         0.99006623 0.98675497]; 0.7066974595842956; 0.7020785219399538; 0.8922558922558923; 1.0; 1.0; 1.0; 0.7392197125256674; 0.8333333333333334; 0.706989247311828; 0.736196319018405; 0.8294930875576036; 0.7017835808158388; 0.8970233306516493; 0.9385521885521886; 0.8922558922558923
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; 10; ipca_diff; svdn; 1374; 458; 458; 0.6; 0.2; 0.2; [0.92753623 0.87318841 0.94525547 0.93430657 0.94160584]; 0.5393013100436681; 0.4672489082969432; 0.7842794759825328; 0.9722419928825622; 0.9941775836972343; 0.9716157205240173; 0.6788432267884322; 0.9570815450643777; 0.5318741058655222; 0.6126984126984126; 0.8812785388127854; 0.4845723237996981; 0.8164933135215453; 0.9648814749780509; 0.7852209286271662
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; 10; ipca_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.94217687 0.93197279 0.90136054 0.95205479 0.91438356]; 0.5208791208791209; 0.5164835164835165; 0.8047138047138047; 0.982573726541555; 1.0; 0.9822646657571624; 0.6506410256410257; 0.8601694915254238; 0.5077103165389676; 0.6393442622950819; 0.8904109589041096; 0.5299512421639192; 0.8297872340425531; 0.952020202020202; 0.8047138047138047
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 1514; 504; 504; 0.6003172085646312; 0.1998413957176844; 0.1998413957176844; [0.92105263 0.90789474 0.90397351 0.91390728 0.91721854]; 0.44779582366589327; 0.5382830626450116; 0.8160774410774411; 1.0; 1.0; 1.0; 0.575; 0.7815533980582524; 0.4618878101402373; 0.657487091222031; 0.8488888888888889; 0.5239590075512406; 0.8354048964218456; 0.9335016835016835; 0.816077441077441
svm_model_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; 10; ipca_diff; svdne; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.99038462 0.98717949 0.99038462 1.         0.98709677]; 0.6780487804878049; 0.6682926829268293; 0.8846801346801347; 0.9961587708066582; 1.0; 0.9961439588688946; 0.7066666666666667; 0.8324607329842932; 0.6879198642090416; 0.720164609053498; 0.7990867579908676; 0.6587056826603552; 0.8903122497998399; 0.936026936026936; 0.8846801346801347
ensemble_model_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; 10; ipca_diff; svdne; 1416; 472; 472; 0.6; 0.2; 0.2; [0.99647887 0.99295775 0.99647887 1.         0.9964539 ]; 0.684322033898305; 0.6927966101694916; 0.875; 0.9992942836979535; 1.0; 0.9992937853107345; 0.7276051188299817; 0.8504273504273504; 0.6857178768943475; 0.725897920604915; 0.8205128205128205; 0.6938698556345615; 0.8816686722823908; 0.9345238095238095; 0.8752010939510939
ensemble_model_v2_N26_B0_E26_nb_zones_10_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 1560; 520; 520; 0.6; 0.2; 0.2; [0.99679487 0.99679487 0.99358974 0.98717949 0.98717949]; 0.6372549019607843; 0.6911764705882353; 0.8846801346801347; 1.0; 1.0; 1.0; 0.7196969696969697; 0.979381443298969; 0.6532421235186434; 0.7683823529411766; 0.9766355140186916; 0.676462086906253; 0.8958966565349544; 0.9924242424242424; 0.8846801346801347
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; 12; ipca_diff; svd; 1842; 614; 614; 0.6; 0.2; 0.2; [0.99459459 0.99728261 0.99456522 0.99728261 0.98913043]; 0.7790262172284644; 0.7528089887640449; 0.9473905723905723; 1.0; 1.0; 1.0; 0.8078175895765473; 0.9612403100775194; 0.7849679811257163; 0.804733727810651; 0.9855072463768116; 0.7446916076845298; 0.9497386409328508; 0.9941077441077442; 0.9473905723905724
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; 12; ipca_diff; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.98603352 0.9972067  1.         0.99441341 0.98876404]; 0.8367346938775511; 0.8401360544217688; 0.960016835016835; 1.0; 1.0; 1.0; 0.851851851851852; 0.9261744966442953; 0.8355010414255959; 0.8507936507936508; 0.9241379310344827; 0.8412635963897246; 0.9608570251339104; 0.9814814814814815; 0.960016835016835
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svd; 26; 0; 26; zones; ipca_diff; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.98324022 0.9972067  0.99162011 0.99441341 0.99719101]; 0.7278911564625851; 0.6768707482993197; 0.9263468013468014; 1.0; 1.0; 1.0; 0.7790055248618785; 0.8980891719745223; 0.7154679436514947; 0.7230320699708455; 0.9051094890510949; 0.6914082477102608; 0.9298034496590454; 0.9755892255892256; 0.9263468013468015
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; 12; ipca_diff; svdn; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.90607735 0.90277778 0.93055556 0.91666667 0.90555556]; 0.4738675958188153; 0.45993031358885017; 0.8712121212121212; 1.0; 1.0; 1.0; 0.6196473551637279; 0.8601398601398601; 0.47520881895881895; 0.6015424164524422; 0.8125; 0.45869755244755245; 0.8817619783616693; 0.9604377104377104; 0.8712121212121212
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; 12; ipca_diff; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.9281768  0.92541436 0.91388889 0.93611111 0.925     ]; 0.5629370629370629; 0.541958041958042; 0.8800505050505051; 0.9841616602949209; 0.9988913525498891; 0.9839246119733926; 0.6612466124661247; 0.8652482269503546; 0.567106872095867; 0.6543535620052771; 0.8551724137931035; 0.5375152849107361; 0.8894920511826289; 0.9654882154882155; 0.880050505050505
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svdn; 26; 0; 26; zones; ipca_diff; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.93539326 0.93539326 0.91292135 0.92696629 0.89044944]; 0.5234899328859061; 0.5234899328859061; 0.8804713804713805; 1.0; 1.0; 1.0; 0.6263157894736842; 0.8263888888888888; 0.5333243145743145; 0.6432160804020102; 0.8311688311688312; 0.5128066378066378; 0.888975762314308; 0.9570707070707071; 0.8804713804713805
svm_model_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; 12; ipca_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.99435028 0.98863636 0.98579545 0.99147727 0.99147727]; 0.6872964169381107; 0.6547231270358306; 0.9141414141414141; 0.9988662131519274; 1.0; 0.9988649262202043; 0.7303370786516854; 0.7692307692307693; 0.6780936454849498; 0.6826347305389221; 0.8260869565217391; 0.6704399279650115; 0.9168704156479218; 0.946969696969697; 0.914141414141414
ensemble_model_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; 12; ipca_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.98618785 0.98618785 0.99171271 0.99723757 0.98055556]; 0.6830985915492958; 0.7077464788732394; 0.9255050505050505; 0.9977900552486187; 0.9988938053097345; 0.9977876106194691; 0.7305389221556886; 0.8652482269503546; 0.6843723652234291; 0.7492447129909365; 0.8671328671328671; 0.7066160789565045; 0.9284848484848486; 0.9671717171717171; 0.9255050505050506
ensemble_model_v2_N26_B0_E26_nb_zones_12_ipca_diff_svdne; 26; 0; 26; zones; ipca_diff; svdne; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.99152542 0.99435028 0.99152542 0.98587571 0.98011364]; 0.8092105263157895; 0.8256578947368421; 0.9528619528619529; 0.9994347088750708; 1.0; 0.9994343891402715; 0.8231707317073171; 0.8881578947368421; 0.8092105263157895; 0.8369230769230769; 0.8947368421052632; 0.825657894736842; 0.9537572254335261; 0.9722222222222222; 0.9528619528619529
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; 4; ipca_diff; svd; 594; 198; 198; 0.6; 0.2; 0.2; [0.98333333 0.95833333 0.94915254 0.95762712 0.94915254]; 0.8787878787878788; 0.8585858585858586; 0.9252525252525252; 0.9623287671232876; 0.9461279461279462; 0.962962962962963; 0.8695652173913043; 0.8791208791208791; 0.8788127760090376; 0.8556701030927835; 0.8556701030927835; 0.8585281208533224; 0.923076923076923; 0.9154639175257732; 0.9250586914361538
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; 4; ipca_diff; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.98387097 1.         0.99193548 0.98360656 0.98360656]; 0.8292682926829268; 0.824390243902439; 0.9307992202729045; 1.0; 1.0; 1.0; 0.8241206030150754; 0.9213483146067416; 0.8399845021309569; 0.8317757009345795; 0.9270833333333334; 0.830514143730887; 0.9310009718172984; 0.9716024340770791; 0.9323302977139617
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 594; 198; 198; 0.6; 0.2; 0.2; [1.         0.96666667 0.95762712 1.         0.96610169]; 0.8636363636363636; 0.8131313131313131; 0.9353535353535354; 1.0; 1.0; 1.0; 0.8767123287671234; 0.9230769230769231; 0.8604746317512275; 0.8082901554404144; 0.8666666666666667; 0.8175925925925925; 0.9363817097415508; 0.9592668024439919; 0.9355452248692906
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; 4; ipca_diff; svdn; 546; 182; 182; 0.6; 0.2; 0.2; [0.65454545 0.72727273 0.67272727 0.69444444 0.72222222]; 0.5439560439560439; 0.510989010989011; 0.810989010989011; 1.0; 1.0; 1.0; 0.5870646766169154; 0.6276595744680851; 0.5411025145067698; 0.5027932960893855; 0.5555555555555556; 0.5154015401540154; 0.814254859611231; 0.8415178571428571; 0.8114515692640694
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; 4; ipca_diff; svdn; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.75       0.76984127 0.76190476 0.65079365 0.75396825]; 0.6095238095238096; 0.6095238095238096; 0.8222433460076045; 0.9642301710730948; 0.9810126582278481; 0.9636075949367088; 0.6203703703703705; 0.7127659574468085; 0.6193140132061629; 0.6339285714285714; 0.696078431372549; 0.6119281045751633; 0.8273314866112651; 0.875; 0.8236111111111112
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 558; 186; 186; 0.6; 0.2; 0.2; [0.78571429 0.75892857 0.75       0.78571429 0.7       ]; 0.5967741935483871; 0.5752688172043011; 0.8344086021505376; 1.0; 1.0; 1.0; 0.6835443037974684; 0.8350515463917526; 0.586065099038573; 0.6457399103139014; 0.782608695652174; 0.5774745605920444; 0.8487229862475442; 0.9230769230769231; 0.8338328338328338
svm_model_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; 4; ipca_diff; svdne; 606; 202; 202; 0.6; 0.2; 0.2; [0.99180328 0.97540984 0.95081967 0.975      0.98333333]; 0.693069306930693; 0.7574257425742574; 0.8900990099009901; 1.0; 1.0; 1.0; 0.7416666666666666; 0.89; 0.6950000000000001; 0.7677725118483412; 0.9310344827586207; 0.7785607196401798; 0.8949858088930936; 0.9653061224489796; 0.8922684458398744
ensemble_model_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; 4; ipca_diff; svdne; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.96721311 0.96721311 0.99166667 0.95833333 0.96666667]; 0.7661691542288557; 0.7711442786069652; 0.904572564612326; 0.9950248756218905; 0.9933774834437086; 0.9950331125827814; 0.8065843621399177; 0.9514563106796117; 0.7614424410540915; 0.8050847457627119; 0.979381443298969; 0.7781522601110229; 0.9112754158964879; 0.9820717131474104; 0.9047263327641814
ensemble_model_v2_N26_B37_E63_nb_zones_4_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.9296875  0.92857143 0.97619048 0.98412698 0.97619048]; 0.7904761904761904; 0.8095238095238095; 0.9125475285171103; 0.9871794871794872; 0.9746835443037974; 0.9873417721518987; 0.808695652173913; 0.9393939393939394; 0.7985257985257984; 0.8333333333333334; 0.9259259259259259; 0.8061002178649237; 0.9159049360146253; 0.9579349904397706; 0.9128049243314165
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; 6; ipca_diff; svd; 972; 324; 324; 0.6; 0.2; 0.2; [0.96428571 0.95876289 0.96391753 0.95360825 0.96391753]; 0.6820987654320988; 0.7530864197530864; 0.8870370370370371; 1.0; 1.0; 1.0; 0.743142144638404; 0.9551282051282052; 0.6918498168498168; 0.7999999999999999; 0.975609756097561; 0.7503048780487804; 0.8967851099830796; 0.9863523573200993; 0.887525073008944
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; 6; ipca_diff; svd; 818; 272; 272; 0.6005873715124816; 0.19970631424375918; 0.19970631424375918; [0.9695122  0.99390244 0.96341463 0.94512195 0.98148148]; 0.8198529411764706; 0.8345588235294118; 0.920704845814978; 0.9825870646766169; 0.9657701711491442; 0.9828850855745721; 0.8382838283828383; 0.9844961240310077; 0.8279123976798396; 0.8514851485148515; 0.9416058394160584; 0.8337658826709922; 0.9234042553191489; 0.9644444444444444; 0.9210868510431829
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.95505618 0.98863636 0.97727273 0.96022727 0.97159091]; 0.7789115646258503; 0.782312925170068; 0.9006802721088435; 0.9803468208092486; 0.9614512471655329; 0.9807256235827664; 0.8036253776435046; 0.9300699300699301; 0.7829157597369518; 0.8048780487804879; 0.8741721854304636; 0.7797434353725745; 0.9041994750656168; 0.9374149659863945; 0.9006802721088434
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; 6; ipca_diff; svdn; 870; 290; 290; 0.6; 0.2; 0.2; [0.71264368 0.71264368 0.67241379 0.74137931 0.71264368]; 0.6068965517241379; 0.5724137931034483; 0.7648275862068965; 0.8869374313940724; 0.9287356321839081; 0.8816091954022988; 0.6095890410958904; 0.6180555555555556; 0.6069729832572298; 0.605095541401274; 0.5864197530864198; 0.5705536265432098; 0.7752142386288727; 0.7935222672064778; 0.7641800334621951
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; 6; ipca_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.7247191  0.78089888 0.73033708 0.75568182 0.72159091]; 0.6; 0.559322033898305; 0.7974254742547425; 0.9433962264150944; 0.9593679458239278; 0.9424379232505644; 0.6844919786096257; 0.8152866242038217; 0.5851795439859688; 0.632768361581921; 0.8; 0.5709677419354839; 0.8164518109269491; 0.8986486486486487; 0.7971504112808461
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 858; 286; 286; 0.6; 0.2; 0.2; [0.75       0.6744186  0.71511628 0.74418605 0.7       ]; 0.6118881118881119; 0.541958041958042; 0.8132867132867133; 0.971297359357061; 0.986013986013986; 0.9708624708624709; 0.6384364820846906; 0.765625; 0.6264833860759494; 0.6066066066066066; 0.6824324324324325; 0.5368683901292597; 0.8232958305757777; 0.8822695035460993; 0.8142382000489117
svm_model_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; 6; ipca_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.96808511 0.95212766 0.96808511 0.96774194 0.98387097]; 0.8365384615384616; 0.8621794871794872; 0.9282051282051282; 0.9805194805194807; 0.967948717948718; 0.9807692307692308; 0.8440366972477065; 0.8518518518518519; 0.835925925925926; 0.8643533123028391; 0.9256756756756757; 0.8652768622280818; 0.9285714285714286; 0.9357326478149101; 0.9282243801734397
ensemble_model_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; 6; ipca_diff; svdne; 832; 277; 277; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [0.98809524 0.96385542 0.98192771 1.         0.98192771]; 0.8664259927797834; 0.8122743682310469; 0.9357864357864358; 1.0; 1.0; 1.0; 0.877076411960133; 0.9295774647887324; 0.8647887323943663; 0.8289473684210527; 0.8873239436619719; 0.8103286384976527; 0.9380654140570633; 0.9628571428571429; 0.9355102040816327
ensemble_model_v2_N26_B37_E63_nb_zones_6_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [1.         0.9939759  0.98795181 0.97560976 0.98780488]; 0.8436363636363636; 0.8145454545454546; 0.9316860465116279; 1.0; 1.0; 1.0; 0.8561872909698997; 0.9078014184397163; 0.8419604107123955; 0.8360128617363344; 0.896551724137931; 0.8098143236074271; 0.9345403899721447; 0.9599427753934192; 0.9312269268399886
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; 8; ipca_diff; svd; 1070; 356; 356; 0.6004489337822672; 0.19977553310886645; 0.19977553310886645; [0.94859813 0.91588785 0.94392523 0.94859813 0.95794393]; 0.9044943820224719; 0.8876404494382022; 0.9304152637485971; 0.9521988527724665; 0.930841121495327; 0.9532710280373833; 0.9119170984455958; 0.9723756906077348; 0.9033307024467245; 0.8958333333333334; 0.9398907103825137; 0.8861303262895228; 0.9317180616740088; 0.9410456062291435; 0.9303189526049455
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; 8; ipca_diff; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.975      0.975      0.96666667 0.97916667 0.98739496]; 0.8245614035087719; 0.8471177944862155; 0.9278557114228457; 0.9890480202190397; 0.9799666110183639; 0.9891485809682805; 0.8349056603773585; 0.8894472361809045; 0.8247236180904522; 0.8616780045351474; 0.9090909090909091; 0.8440191387559809; 0.9298245614035088; 0.9473684210526315; 0.9276781437922409
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 1114; 371; 371; 0.6002155172413793; 0.19989224137931033; 0.19989224137931033; [0.95982143 0.96875    0.97747748 0.95945946 0.97747748]; 0.8328840970350404; 0.7762803234501348; 0.9127155172413793; 0.9845874886672711; 0.9748653500897666; 0.9847396768402155; 0.8603603603603605; 0.9794871794871794; 0.8249708624708624; 0.8056206088992975; 0.9662921348314607; 0.7836642021307563; 0.9179331306990882; 0.9741935483870968; 0.9125827353166586
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; 8; ipca_diff; svdn; 1110; 370; 370; 0.6; 0.2; 0.2; [0.75675676 0.68918919 0.72972973 0.77927928 0.72072072]; 0.5162162162162162; 0.572972972972973; 0.7637837837837838; 0.9127399650959859; 0.9423423423423424; 0.90990990990991; 0.5995525727069351; 0.7127659574468085; 0.5129763853168108; 0.608910891089109; 0.7321428571428571; 0.5863684582743989; 0.7811717576364546; 0.8562019758507134; 0.7651616908007561
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; 8; ipca_diff; svdn; 1304; 434; 434; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.66412214 0.71755725 0.69230769 0.7        0.69230769]; 0.5898617511520737; 0.5921658986175116; 0.7988029465930019; 0.9392592592592592; 0.9723926380368099; 0.9371165644171779; 0.580188679245283; 0.6029411764705882; 0.5906010230179028; 0.5986394557823129; 0.6; 0.5920560747663552; 0.8027088036117382; 0.8262081784386617; 0.7990529943288199
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 1294; 431; 431; 0.6001855287569573; 0.19990723562152132; 0.19990723562152132; [0.71923077 0.66538462 0.65116279 0.66666667 0.65891473]; 0.6241299303944315; 0.6937354988399071; 0.8316326530612245; 0.9476876421531464; 0.9659969088098919; 0.9466769706336939; 0.5803108808290156; 0.5233644859813084; 0.6234333950643869; 0.6393442622950819; 0.5652173913043478; 0.6888586956521738; 0.8247223563495896; 0.799625468164794; 0.8313384693765146
svm_model_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; 8; ipca_diff; svdne; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.96747967 0.97154472 0.96747967 0.98360656 0.97540984]; 0.8578431372549019; 0.8627450980392157; 0.9338883447600391; 0.9827444535743631; 0.9755301794453507; 0.9828711256117455; 0.8619047619047618; 0.8916256157635468; 0.8580079298329929; 0.8620689655172413; 0.8883248730964467; 0.8635937161690763; 0.933920704845815; 0.9417571569595261; 0.9339495211425425
ensemble_model_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; 8; ipca_diff; svdne; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.98387097 0.99193548 0.98790323 0.99193548 0.99186992]; 0.7597087378640777; 0.7572815533980582; 0.9034917555771096; 1.0; 1.0; 1.0; 0.791578947368421; 0.8785046728971962; 0.7549089021051637; 0.7787610619469026; 0.8543689320388349; 0.7572815533980582; 0.9080831408775982; 0.9461020211742059; 0.9031585374688235
ensemble_model_v2_N26_B37_E63_nb_zones_8_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.99137931 0.96551724 0.97844828 0.96956522 0.95652174]; 0.8831168831168831; 0.8987012987012987; 0.9496365524402908; 0.9886264216972879; 0.9775086505190311; 0.9887543252595156; 0.8866498740554155; 0.9312169312169312; 0.8839758125472411; 0.8997429305912596; 0.9259259259259259; 0.8991874527588813; 0.9497148781752204; 0.9581589958158996; 0.9496980546089807
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; 10; ipca_diff; svd; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.97552448 0.97552448 0.98601399 0.97202797 0.96503497]; 0.828752642706131; 0.8498942917547568; 0.930976430976431; 0.9915611814345993; 0.986013986013986; 0.9916083916083916; 0.8485981308411216; 0.88671875; 0.823543706797235; 0.8517745302713987; 0.9400921658986175; 0.8567648329493087; 0.9326765188834154; 0.9562289562289562; 0.930976430976431
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; 10; ipca_diff; svd; 1506; 502; 502; 0.6; 0.2; 0.2; [0.98013245 0.98013245 0.97682119 0.97333333 0.97333333]; 0.8229885057471265; 0.7977011494252874; 0.9292929292929293; 0.9980119284294234; 1.0; 0.99800796812749; 0.8246013667425969; 0.861904761904762; 0.8242857142857143; 0.8211382113821138; 0.8977777777777778; 0.7941269841269841; 0.9311475409836066; 0.9562289562289562; 0.9292929292929293
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.97635135 0.95945946 0.99662162 0.97278912 0.9829932 ]; 0.8622222222222222; 0.8866666666666667; 0.9465488215488216; 0.9904240766073872; 0.981029810298103; 0.9905149051490515; 0.8755020080321285; 0.9356223175965666; 0.8595162279227072; 0.8921775898520085; 0.9723502304147466; 0.8896085916022229; 0.9478010686395397; 0.9705387205387206; 0.9465488215488216
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; 10; ipca_diff; svdn; 1434; 478; 478; 0.6; 0.2; 0.2; [0.68402778 0.70486111 0.72027972 0.71328671 0.68881119]; 0.5562632696390658; 0.5690021231422505; 0.8265993265993266; 1.0; 1.0; 1.0; 0.5877712031558185; 0.6313559322033898; 0.5561034980165885; 0.6027397260273972; 0.6553191489361702; 0.5691849981968986; 0.8319738988580752; 0.8585858585858586; 0.8265993265993266
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; 10; ipca_diff; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.69387755 0.71428571 0.66438356 0.71575342 0.70890411]; 0.6118421052631579; 0.6535087719298246; 0.8152356902356902; 0.9308510638297871; 0.9562841530054644; 0.9289617486338797; 0.5795724465558195; 0.547085201793722; 0.6104524721414962; 0.6425339366515836; 0.6094420600858369; 0.6544968147962817; 0.8145331643430502; 0.8114478114478114; 0.8152356902356902
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.72377622 0.74825175 0.6958042  0.72183099 0.73591549]; 0.6568421052631579; 0.6126315789473684; 0.8207070707070707; 0.9457044673539519; 0.9649368863955119; 0.944600280504909; 0.7009174311926606; 0.7958333333333333; 0.655363475177305; 0.6434108527131783; 0.7063829787234043; 0.6136081560283687; 0.8306836248012719; 0.8796296296296297; 0.8207070707070707
svm_model_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; 10; ipca_diff; svdne; 1396; 465; 465; 0.6001719690455718; 0.1999140154772141; 0.1999140154772141; [0.97857143 0.97142857 0.96428571 0.98201439 0.95683453]; 0.8494623655913979; 0.8258064516129032; 0.9234737747205503; 0.9805054151624549; 0.9727793696275072; 0.9806590257879657; 0.868421052631579; 0.9665271966527197; 0.8460954567334394; 0.8389662027833001; 0.9336283185840708; 0.828738845484504; 0.9264462809917355; 0.9638865004299226; 0.9234737747205504
ensemble_model_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; 10; ipca_diff; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.99333333 0.97333333 0.99       1.         0.9966443 ]; 0.875; 0.9068181818181819; 0.9595959595959596; 1.0; 1.0; 1.0; 0.8741418764302059; 0.880184331797235; 0.8750697443739539; 0.9102844638949671; 0.9327354260089686; 0.9064598789031018; 0.9598326359832637; 0.9654882154882155; 0.9595959595959596
ensemble_model_v2_N26_B37_E63_nb_zones_10_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.98648649 0.98639456 0.9829932  0.95918367 0.95918367]; 0.8230088495575221; 0.8362831858407079; 0.9259259259259259; 0.9848901098901099; 0.9741847826086957; 0.985054347826087; 0.8333333333333333; 0.8968609865470852; 0.8239763448019268; 0.8508064516129034; 0.9213973799126638; 0.8351381518397399; 0.9276315789473685; 0.9494949494949495; 0.9259259259259259
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; 12; ipca_diff; svd; 1794; 598; 598; 0.6; 0.2; 0.2; [0.98333333 0.99166667 0.98324022 0.98603352 0.98603352]; 0.7697594501718213; 0.7594501718213058; 0.9423400673400674; 1.0; 1.0; 1.0; 0.780327868852459; 0.8380281690140845; 0.7713630777956328; 0.7770700636942676; 0.8187919463087249; 0.757987522450137; 0.9432242022378782; 0.9579124579124579; 0.9423400673400674
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; 12; ipca_diff; svd; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.96994536 0.94230769 0.9532967  0.94505495 0.97252747]; 0.8447653429602888; 0.851985559566787; 0.9436026936026936; 0.9721913236929922; 0.9593852908891328; 0.9725576289791439; 0.8552188552188552; 0.900709219858156; 0.8437369628702545; 0.856140350877193; 0.8970588235294118; 0.852784730913642; 0.9436974789915967; 0.9452861952861953; 0.9436026936026936
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svd; 26; 37; 63; zones; ipca_diff; svd; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.98066298 0.95856354 0.96111111 0.96111111 0.95833333]; 0.8741258741258742; 0.8636363636363636; 0.9511784511784511; 0.9769274057400111; 0.9623059866962306; 0.9772727272727273; 0.8783783783783784; 0.9923664122137404; 0.8832799803004185; 0.8856304985337243; 0.9741935483870968; 0.8535089879340064; 0.951946975973488; 0.9671717171717171; 0.9511784511784512
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; 12; ipca_diff; svdn; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.73901099 0.68956044 0.70879121 0.75690608 0.70718232]; 0.5785714285714286; 0.5464285714285714; 0.7975589225589226; 0.8760504201680671; 0.9185022026431718; 0.8700440528634362; 0.6040268456375839; 0.6474820143884892; 0.5790601561304148; 0.5605536332179931; 0.574468085106383; 0.5462268483085873; 0.8069048574869532; 0.8459595959595959; 0.7975589225589226
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; 12; ipca_diff; svdn; 1700; 566; 566; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.69411765 0.66176471 0.69411765 0.71176471 0.64117647]; 0.6597633136094675; 0.636094674556213; 0.8598484848484849; 0.9454336588167721; 0.9682352941176471; 0.9441176470588236; 0.6394984326018809; 0.6219512195121951; 0.6586767591813849; 0.6392961876832844; 0.6264367816091954; 0.6363891225119147; 0.861307788421491; 0.8703703703703703; 0.8598484848484848
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svdn; 26; 37; 63; zones; ipca_diff; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.70833333 0.69722222 0.71666667 0.70111732 0.70111732]; 0.5344827586206896; 0.5793103448275863; 0.8320707070707071; 0.9233261339092871; 0.9521158129175946; 0.9209354120267259; 0.5263157894736842; 0.528169014084507; 0.5343547773125238; 0.5960264900662251; 0.6081081081081081; 0.5787019413779977; 0.8364083640836408; 0.8585858585858586; 0.8320707070707071
svm_model_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; 12; ipca_diff; svdne; 1722; 574; 574; 0.6; 0.2; 0.2; [0.96531792 0.97965116 0.97965116 0.97383721 0.94186047]; 0.8623853211009175; 0.8379204892966361; 0.9402356902356902; 0.974025974025974; 0.9581881533101045; 0.9744483159117304; 0.8780487804878049; 0.9585798816568047; 0.8590367762714404; 0.8547945205479452; 0.9873417721518988; 0.8427833121114523; 0.9415156507413509; 0.9621212121212122; 0.9402356902356902
ensemble_model_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; 12; ipca_diff; svdne; 1696; 565; 565; 0.6001415428167021; 0.19992922859164897; 0.19992922859164897; [0.97058824 0.97941176 0.97647059 0.9556213  0.96153846]; 0.8735294117647059; 0.8911764705882353; 0.9545454545454546; 0.9833729216152018; 0.9764150943396226; 0.9834905660377358; 0.8767908309455587; 0.8947368421052632; 0.8734039240112116; 0.8921282798833818; 0.9053254437869822; 0.8912592131215613; 0.9545454545454546; 0.9545454545454546; 0.9545454545454546
ensemble_model_v2_N26_B37_E63_nb_zones_12_ipca_diff_svdne; 26; 37; 63; zones; ipca_diff; svdne; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.94808743 0.97802198 0.98626374 0.96978022 0.97252747]; 0.8447653429602888; 0.8483754512635379; 0.9558080808080808; 0.9889258028792912; 0.9802414928649835; 0.9890230515916574; 0.8480565371024735; 0.8759124087591241; 0.8450990615224192; 0.8581081081081081; 0.9071428571428571; 0.8477320125130343; 0.9559748427672955; 0.9595959595959596; 0.9558080808080807
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; 4; ipca_diff; svd; 730; 243; 243; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.93835616 0.95205479 0.89726027 0.93150685 0.92465753]; 0.831275720164609; 0.823045267489712; 0.9095394736842105; 0.9635854341736695; 0.9424657534246575; 0.9643835616438357; 0.8225108225108225; 0.8407079646017699; 0.8318924438393465; 0.8447653429602888; 0.8666666666666667; 0.8175925925925925; 0.9099836333878887; 0.9070146818923328; 0.9095604089395329
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; 4; ipca_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.98360656 0.92622951 0.94262295 0.96721311 0.95901639]; 0.8029556650246306; 0.896551724137931; 0.9399606299212598; 1.0; 1.0; 1.0; 0.803921568627451; 0.8118811881188119; 0.8029994175888179; 0.9032258064516129; 0.9423076923076923; 0.8953962703962705; 0.9408341416100872; 0.9509803921568627; 0.9399170735487871
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.93965517 0.97368421 0.97368421 0.92105263 0.89473684]; 0.868421052631579; 0.8210526315789474; 0.9338235294117647; 0.993006993006993; 0.993006993006993; 0.9930069930069929; 0.8908296943231442; 0.9622641509433962; 0.8561320754716981; 0.8229166666666666; 0.9404761904761905; 0.8334456424079065; 0.9365558912386707; 0.976890756302521; 0.9338235294117647
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; 4; ipca_diff; svdn; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.63636364 0.64615385 0.53846154 0.59230769 0.61538462]; 0.5806451612903226; 0.5622119815668203; 0.6243093922651933; 0.6542056074766356; 0.6441717791411042; 0.6595092024539877; 0.6026200873362446; 0.6272727272727273; 0.5799915038232795; 0.592274678111588; 0.6216216216216216; 0.5608108108108107; 0.6304347826086957; 0.6361974405850092; 0.6242211692720964
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; 4; ipca_diff; svdn; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.61864407 0.58474576 0.57627119 0.53448276 0.57758621]; 0.5435897435897435; 0.6205128205128205; 0.8329918032786885; 1.0; 1.0; 1.0; 0.5821596244131455; 0.62; 0.541578947368421; 0.6105263157894738; 0.7073170731707317; 0.6324195985322685; 0.8351870576339737; 0.8694736842105263; 0.8339384389116503
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.5        0.52727273 0.52777778 0.56481481 0.48148148]; 0.5082872928176796; 0.5414364640883977; 0.8035320088300221; 0.989010989010989; 0.9926470588235294; 0.9889705882352942; 0.5388601036269429; 0.5777777777777777; 0.5086691086691086; 0.5654450261780105; 0.6206896551724138; 0.5443873807776962; 0.8086021505376344; 0.8374164810690423; 0.8038285906439304
svm_model_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; 4; ipca_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.95967742 0.95967742 0.98360656 0.94262295 0.97540984]; 0.9068627450980392; 0.8431372549019608; 0.9315068493150684; 0.9694041867954912; 0.9804560260586319; 0.9690553745928339; 0.9082125603864735; 0.9591836734693877; 0.9088371197535619; 0.8608695652173912; 0.8839285714285714; 0.8387034161490683; 0.9338374291115312; 0.9555125725338491; 0.931221632801578
ensemble_model_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; 4; ipca_diff; svdne; 654; 218; 218; 0.6; 0.2; 0.2; [0.91666667 0.89393939 0.86923077 0.90769231 0.9       ]; 0.8899082568807339; 0.8853211009174312; 0.9238532110091743; 0.9473684210526316; 0.9357798165137615; 0.9480122324159022; 0.8938053097345133; 0.8632478632478633; 0.8920199712278921; 0.8756218905472637; 0.8543689320388349; 0.8837062051498523; 0.9226467847157502; 0.9049360146252285; 0.9239228876072736
ensemble_model_v2_N26_B87_E113_nb_zones_4_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.80357143 0.82142857 0.86363636 0.79090909 0.79090909]; 0.8641304347826086; 0.8695652173913043; 0.928416485900217; 0.969147005444646; 0.9638989169675091; 0.9693140794223826; 0.861878453038674; 0.9285714285714286; 0.8692857142857143; 0.8857142857142858; 0.9029126213592233; 0.8650365575931919; 0.929936305732484; 0.9439655172413793; 0.9283146363499474
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; 6; ipca_diff; svd; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.925   0.93125 0.9625  0.9125  0.9125 ]; 0.8195488721804511; 0.8270676691729323; 0.9024024024024024; 0.955; 0.955; 0.955; 0.8333333333333333; 0.96; 0.8275177304964538; 0.8402777777777778; 0.9236641221374046; 0.828498727735369; 0.9055232558139534; 0.9496951219512195; 0.9031019988454322
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; 6; ipca_diff; svd; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.9494382  0.92696629 0.92696629 0.92045455 0.91477273]; 0.8406779661016949; 0.8711864406779661; 0.9207317073170732; 0.9635535307517085; 0.9548532731376975; 0.9638826185101579; 0.8315412186379929; 0.9206349206349206; 0.8508500046961585; 0.875; 0.9366197183098591; 0.8735386173248642; 0.9199178644763861; 0.9451476793248945; 0.9215934475055846
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.9010989  0.93406593 0.88333333 0.94444444 0.87777778]; 0.8538205980066446; 0.8073089700996677; 0.9043824701195219; 0.9537444933920703; 0.9579646017699115; 0.9535398230088495; 0.8607594936708861; 0.9315068493150684; 0.8560760053026955; 0.8253012048192772; 0.9194630872483222; 0.808415754150477; 0.9074550128534705; 0.9451137884872824; 0.9047044568259864
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; 6; ipca_diff; svdn; 834; 278; 278; 0.6; 0.2; 0.2; [0.58928571 0.64880952 0.6686747  0.64457831 0.65060241]; 0.5611510791366906; 0.5935251798561151; 0.7424460431654676; 0.8634850166481687; 0.9328537170263789; 0.8525179856115107; 0.6163522012578616; 0.7368421052631579; 0.5684210526315789; 0.6626865671641791; 0.7762237762237763; 0.5881118881118882; 0.7696267696267697; 0.862914862914863; 0.7427917212709179
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; 6; ipca_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.62921348 0.57865169 0.61797753 0.59090909 0.63636364]; 0.576271186440678; 0.6338983050847458; 0.842140921409214; 1.0; 1.0; 1.0; 0.5791245791245792; 0.5972222222222222; 0.5767568064753495; 0.6582278481012658; 0.6797385620915033; 0.6321228021725123; 0.8445630420280187; 0.8554054054054054; 0.8421048766157462
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 990; 330; 330; 0.6; 0.2; 0.2; [0.56060606 0.6010101  0.50505051 0.57070707 0.61111111]; 0.5787878787878787; 0.5727272727272728; 0.7927272727272727; 0.937875751503006; 0.9454545454545454; 0.9373737373737373; 0.6212534059945504; 0.6440677966101694; 0.5736678852331893; 0.5865102639296188; 0.6711409395973155; 0.5814268233898179; 0.7995310668229777; 0.830694275274056; 0.7929104669494527
svm_model_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; 6; ipca_diff; svdne; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.91875 0.925   0.925   0.95625 0.94375]; 0.8233082706766918; 0.8947368421052632; 0.9084084084084084; 0.9413233458177278; 0.9425; 0.9412499999999999; 0.833922261484099; 0.8309859154929577; 0.8227510222626079; 0.8947368421052632; 0.9153846153846154; 0.8951923076923076; 0.9096296296296296; 0.9136904761904762; 0.9083603896103897
ensemble_model_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; 6; ipca_diff; svdne; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.92134831 0.88202247 0.92134831 0.90340909 0.93181818]; 0.8813559322033898; 0.8169491525423729; 0.9200542005420054; 0.9663182346109175; 0.9390519187358917; 0.9672686230248306; 0.8867313915857605; 0.9513888888888888; 0.8829792126563648; 0.8269230769230771; 0.8716216216216216; 0.8167631917631917; 0.9203778677462888; 0.927891156462585; 0.9200859291084854
ensemble_model_v2_N26_B87_E113_nb_zones_6_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.94148936 0.93085106 0.90957447 0.95212766 0.97340426]; 0.8849840255591054; 0.8466453674121406; 0.9412515964240102; 0.9914893617021276; 0.9914893617021276; 0.9914893617021276; 0.8860759493670886; 0.9032258064516129; 0.8851572070232748; 0.8604651162790697; 0.925; 0.8448529411764705; 0.9425; 0.9605095541401274; 0.941202280271088
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; 8; ipca_diff; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.94628099 0.91666667 0.95       0.9        0.92916667]; 0.8175; 0.815; 0.8961038961038961; 0.9493775933609959; 0.9517470881863561; 0.9492512479201332; 0.8344671201814059; 0.9533678756476683; 0.8220945658431578; 0.8391304347826087; 0.9368932038834952; 0.8112301070963868; 0.9012345679012345; 0.949; 0.8961566866267464
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; 8; ipca_diff; svd; 1164; 388; 388; 0.6; 0.2; 0.2; [0.91880342 0.94017094 0.93965517 0.90948276 0.89655172]; 0.8685567010309279; 0.8376288659793815; 0.9144329896907216; 0.954861111111111; 0.9450171821305842; 0.9553264604810997; 0.8782816229116945; 0.9583333333333334; 0.8694727891156463; 0.8538283062645011; 0.9292929292929293; 0.835699096225412; 0.917082917082917; 0.9444444444444444; 0.9143709825528007
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.91935484 0.88617886 0.90243902 0.91056911 0.91056911]; 0.8292682926829268; 0.8585365853658536; 0.9220272904483431; 0.973421926910299; 0.9512987012987013; 0.974025974025974; 0.849785407725322; 0.9658536585365853; 0.8292682926829268; 0.8699551569506726; 0.9748743718592965; 0.8618447688680367; 0.9243856332703214; 0.9588235294117647; 0.9222412220702235
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; 8; ipca_diff; svdn; 1098; 366; 366; 0.6; 0.2; 0.2; [0.61363636 0.6        0.59090909 0.61818182 0.6146789 ]; 0.6065573770491803; 0.5792349726775956; 0.6158469945355192; 0.6838407494145198; 0.7978142076502732; 0.6311475409836065; 0.6828193832599119; 0.7908163265306123; 0.5924669867947179; 0.65; 0.8511904761904762; 0.5998376623376623; 0.6767816091954023; 0.8061336254107339; 0.616262014450187
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; 8; ipca_diff; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.68534483 0.65948276 0.60344828 0.625      0.6173913 ]; 0.5854922279792746; 0.6062176165803109; 0.8331606217616581; 0.991349480968858; 0.9896373056994818; 0.9913644214162349; 0.627906976744186; 0.7258064516129032; 0.5904032258064515; 0.6513761467889908; 0.7395833333333334; 0.6069050687285223; 0.8407517309594461; 0.8881922675026124; 0.8336130916135878
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.57563025 0.61764706 0.6302521  0.63865546 0.58403361]; 0.5833333333333334; 0.6212121212121212; 0.8032290615539859; 0.9373433583959899; 0.9428571428571428; 0.9369747899159664; 0.6224256292906178; 0.68; 0.5823469387755102; 0.6495327102803738; 0.6780487804878049; 0.6191291022857873; 0.8108632395732298; 0.836; 0.8029287169042769
svm_model_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; 8; ipca_diff; svdne; 1264; 421; 421; 0.6001899335232669; 0.19990503323836656; 0.19990503323836656; [0.89370079 0.91732283 0.92857143 0.90079365 0.8968254 ]; 0.8741092636579573; 0.8527315914489311; 0.9207027540360874; 0.9584664536741213; 0.9493670886075949; 0.9588607594936709; 0.875294117647059; 0.9253731343283582; 0.8763229308005428; 0.8680851063829788; 0.9107142857142857; 0.8487581580855692; 0.9222170470423847; 0.9366130558183539; 0.9206420855831521
ensemble_model_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; 8; ipca_diff; svdne; 1274; 424; 424; 0.6003770028275212; 0.1998114985862394; 0.1998114985862394; [0.90234375 0.921875   0.9488189  0.91732283 0.91732283]; 0.8608490566037735; 0.8679245283018868; 0.9335532516493874; 0.9794628751974723; 0.9733124018838305; 0.979591836734694; 0.8768267223382046; 0.9722222222222222; 0.858707264957265; 0.8782608695652174; 0.957345971563981; 0.868344347284338; 0.9360544217687075; 0.9699248120300752; 0.933450118680444
ensemble_model_v2_N26_B87_E113_nb_zones_8_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.89837398 0.87704918 0.92213115 0.90163934 0.92622951]; 0.8771498771498771; 0.8673218673218673; 0.9199410609037328; 0.9515996718621822; 0.9492635024549918; 0.9517184942716858; 0.8858447488584474; 0.9282296650717703; 0.8757309941520468; 0.8720379146919431; 0.9292929292929293; 0.8689526847421584; 0.9215969215969216; 0.9410609037328095; 0.9199410609037328
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; 10; ipca_diff; svd; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.86971831 0.92605634 0.88028169 0.91197183 0.88652482]; 0.9173728813559322; 0.9194915254237288; 0.9246401354784082; 0.928317955997161; 0.922425952045134; 0.9287729196050776; 0.9175475687103595; 0.9353448275862069; 0.9176724137931034; 0.9224489795918367; 0.9338842975206612; 0.9191160618038088; 0.9249578414839799; 0.9273034657650042; 0.9246356175305088
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; 10; ipca_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.89583333 0.91319444 0.92708333 0.92013889 0.90909091]; 0.8869936034115139; 0.906183368869936; 0.9398148148148148; 0.9682320441988951; 0.9749652294853964; 0.9680111265646733; 0.888888888888889; 0.902127659574468; 0.8869612656846699; 0.9055793991416309; 0.9017094017094017; 0.906173849790871; 0.9401923881221247; 0.9461279461279462; 0.9398148148148148
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.89864865 0.89864865 0.90878378 0.91891892 0.92567568]; 0.8683035714285714; 0.8415178571428571; 0.9128787878787878; 0.9475119291070212; 0.9391891891891891; 0.9479729729729729; 0.8591885441527446; 0.7929515418502202; 0.8693264496581418; 0.8272506082725061; 0.7692307692307693; 0.8405625211792612; 0.9098824553765781; 0.8796296296296297; 0.912878787878788
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; 10; ipca_diff; svdn; 1542; 514; 514; 0.6; 0.2; 0.2; [0.60322581 0.61688312 0.59415584 0.61038961 0.60714286]; 0.5779376498800959; 0.60431654676259; 0.617003367003367; 0.68856048166393; 0.8158236057068742; 0.6309987029831388; 0.6363636363636364; 0.7661691542288557; 0.5844734660033167; 0.6732673267326733; 0.7870370370370371; 0.5974986180210061; 0.6768465909090909; 0.8021885521885522; 0.617003367003367
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; 10; ipca_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.61643836 0.59931507 0.62413793 0.62413793 0.64137931]; 0.6420824295010846; 0.5900216919739696; 0.805976430976431; 0.9265614275909403; 0.9284731774415406; 0.9264099037138926; 0.6639511201629328; 0.7244444444444444; 0.6440018832391714; 0.6272189349112427; 0.673728813559322; 0.5879755178907722; 0.8122199592668025; 0.8392255892255892; 0.805976430976431
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; [0.55839416 0.59854015 0.60948905 0.6350365  0.58394161]; 0.581140350877193; 0.6118421052631579; 0.7992988606485539; 0.9344978165938864; 0.9372262773722628; 0.9343065693430658; 0.6094069529652353; 0.6681614349775785; 0.5830077561153987; 0.638036809815951; 0.6872246696035242; 0.6121712867668276; 0.8052721088435374; 0.8343612334801762; 0.799482273235293
svm_model_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; 10; ipca_diff; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.92123288 0.94863014 0.93150685 0.94863014 0.92465753]; 0.8537117903930131; 0.8209606986899564; 0.9057239057239057; 0.94824016563147; 0.9410958904109589; 0.9486301369863014; 0.8635437881873727; 0.9177489177489178; 0.8531475866277628; 0.8373015873015872; 0.9295154185022027; 0.8219005663939585; 0.9083469721767594; 0.9343434343434344; 0.9057239057239057
ensemble_model_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; 10; ipca_diff; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.89930556 0.91319444 0.92657343 0.91958042 0.95454545]; 0.8598726114649682; 0.8683651804670913; 0.9179292929292929; 0.9523809523809524; 0.9344490934449093; 0.9532775453277547; 0.8658536585365855; 0.902542372881356; 0.8597818247385504; 0.8739837398373984; 0.9148936170212766; 0.8684637576631806; 0.918444165621079; 0.9242424242424242; 0.917929292929293
ensemble_model_v2_N26_B87_E113_nb_zones_10_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.92532468 0.89935065 0.94155844 0.94480519 0.91558442]; 0.8421052631578947; 0.8373205741626795; 0.9234006734006734; 0.9688715953307393; 0.9701298701298702; 0.9688311688311689; 0.8450704225352113; 0.8737864077669902; 0.8425535812419858; 0.8425925925925927; 0.8584905660377359; 0.8370122733101301; 0.9241666666666667; 0.9335016835016835; 0.9234006734006733
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; 12; ipca_diff; svd; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.95505618 0.92372881 0.93785311 0.92655367 0.9180791 ]; 0.8609271523178808; 0.8410596026490066; 0.9271885521885522; 0.9530277306168646; 0.9503386004514672; 0.9531602708803611; 0.8636363636363636; 0.8807947019867549; 0.8609271523178808; 0.8451612903225807; 0.8675496688741722; 0.8410596026490066; 0.9274633123689728; 0.930976430976431; 0.9271885521885523
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; 12; ipca_diff; svd; 1782; 594; 594; 0.6; 0.2; 0.2; [0.92458101 0.93539326 0.9241573  0.93539326 0.91292135]; 0.9023569023569024; 0.8956228956228957; 0.9473905723905723; 0.9632144878324844; 0.9551066217732884; 0.9635241301907969; 0.8982456140350877; 0.8590604026845637; 0.902503174315255; 0.8941979522184301; 0.8851351351351351; 0.8955877017957555; 0.9466950959488274; 0.9343434343434344; 0.9473905723905723
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svd; 26; 87; 113; zones; ipca_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.94797688 0.89884393 0.93930636 0.93063584 0.94219653]; 0.8390092879256966; 0.8359133126934984; 0.9288720538720538; 0.9631760644418873; 0.9676300578034682; 0.9630057803468208; 0.8395061728395062; 0.7861271676300579; 0.8430635838150289; 0.8166089965397924; 0.7866666666666666; 0.8326396917148362; 0.9281156954487453; 0.9183501683501684; 0.9288720538720538
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; 12; ipca_diff; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.65083799 0.65168539 0.63202247 0.63202247 0.64325843]; 0.5791245791245792; 0.5117845117845118; 0.6199494949494949; 0.6631186801490155; 0.6992143658810326; 0.6447811447811448; 0.6458923512747875; 0.7307692307692307; 0.5710583742498636; 0.5619335347432024; 0.6595744680851063; 0.5188897981451173; 0.6476785017557549; 0.6986531986531986; 0.6199494949494949
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; 12; ipca_diff; svdn; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.58857143 0.61494253 0.6091954  0.6637931  0.59770115]; 0.6309148264984227; 0.6340694006309149; 0.8606902356902357; 0.9441277080957811; 0.9506314580941446; 0.9437428243398392; 0.64; 0.7027027027027027; 0.6353750199904047; 0.6759776536312849; 0.7159763313609467; 0.6282584359507436; 0.8641772671317193; 0.8863636363636364; 0.8606902356902355
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svdn; 26; 87; 113; zones; ipca_diff; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.55833333 0.63055556 0.625      0.63611111 0.58379888]; 0.5397923875432526; 0.6505190311418685; 0.8438552188552189; 0.9250136836343733; 0.9399332591768632; 0.9238042269187987; 0.5856697819314641; 0.6143790849673203; 0.5351307189542484; 0.6710097719869708; 0.7573529411764706; 0.6564542483660131; 0.8488798370672097; 0.877104377104377; 0.8438552188552189
svm_model_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; 12; ipca_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.92178771 0.91061453 0.91340782 0.90502793 0.94692737]; 0.8225255972696246; 0.825938566552901; 0.9048821548821548; 0.9308600337268129; 0.9251396648044693; 0.9312849162011173; 0.8531073446327684; 0.94375; 0.8102208646616542; 0.8327868852459016; 0.9548872180451128; 0.8368186090225564; 0.9073010664479082; 0.930976430976431; 0.9048821548821548
ensemble_model_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; 12; ipca_diff; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.92134831 0.91242938 0.88418079 0.93220339 0.90677966]; 0.8973509933774835; 0.9006622516556292; 0.9335016835016835; 0.9453521126760565; 0.9469525959367946; 0.9452595936794582; 0.8912280701754385; 0.9071428571428571; 0.8980158730158729; 0.9056603773584906; 0.8888888888888888; 0.9015873015873015; 0.9335576114381834; 0.9343434343434344; 0.9335016835016834
ensemble_model_v2_N26_B87_E113_nb_zones_12_ipca_diff_svdne; 26; 87; 113; zones; ipca_diff; svdne; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.90625    0.91477273 0.92       0.92       0.91142857]; 0.864951768488746; 0.8553054662379421; 0.9263468013468014; 0.9491916859122401; 0.9372862029646523; 0.9498289623717219; 0.8636363636363638; 0.8986486486486487; 0.8665022384347539; 0.8680351906158358; 0.9079754601226994; 0.8526363787099983; 0.9265014699706005; 0.9284511784511784; 0.9263468013468013
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; 4; ipca_diff; svd; 658; 219; 219; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.87121212 0.83333333 0.82575758 0.83333333 0.82307692]; 0.776255707762557; 0.8264840182648402; 0.8531021897810219; 0.8914956011730206; 0.9240121580547113; 0.8875379939209728; 0.794979079497908; 0.9047619047619048; 0.781328320802005; 0.8376068376068375; 0.8521739130434782; 0.8251254180602008; 0.8606060606060606; 0.9052823315118397; 0.8530067964688997
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; 4; ipca_diff; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.86440678 0.87931034 0.90517241 0.90517241 0.90517241]; 0.8505154639175257; 0.8608247422680413; 0.8989690721649485; 0.9278350515463918; 0.9278350515463918; 0.9278350515463918; 0.8571428571428572; 0.9560439560439561; 0.8566627547210072; 0.8778280542986425; 0.9603960396039604; 0.8565421058234856; 0.9025844930417495; 0.9399585921325052; 0.8991374069492093
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.94642857 0.94642857 0.92727273 0.95454545 0.95454545]; 0.8315217391304348; 0.8586956521739131; 0.9327548806941431; 0.9910554561717353; 1.0; 0.9909747292418772; 0.8306010928961749; 0.8539325842696629; 0.8322294500295682; 0.8586956521739129; 0.8977272727272727; 0.8603219696969696; 0.9330453563714902; 0.9515418502202643; 0.9330358823750893
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; 4; ipca_diff; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.53636364 0.49090909 0.52777778 0.52777778 0.5462963 ]; 0.4861878453038674; 0.4419889502762431; 0.5286975717439294; 0.505307855626327; 0.4375; 0.5716911764705882; 0.39215686274509803; 0.3157894736842105; 0.4951040391676867; 0.3803680981595092; 0.32978723404255317; 0.4465028124235754; 0.45743329097839897; 0.39045553145336226; 0.5311828219064564
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; 4; ipca_diff; svdn; 642; 214; 214; 0.6; 0.2; 0.2; [0.5       0.4375    0.4765625 0.5       0.4453125]; 0.5280373831775701; 0.5; 0.805607476635514; 1.0; 1.0; 1.0; 0.5809128630705395; 0.56; 0.5215730337078652; 0.4830917874396135; 0.49019607843137253; 0.499562324929972; 0.8091743119266055; 0.8047445255474452; 0.8056289677545655
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.48333333 0.51666667 0.44067797 0.44067797 0.54237288]; 0.4797979797979798; 0.4393939393939394; 0.7808080808080808; 0.9949748743718593; 1.0; 0.994949494949495; 0.4926108374384237; 0.5050505050505051; 0.4797979797979799; 0.4307692307692308; 0.4421052631578947; 0.4394992335206949; 0.7819095477386935; 0.7922606924643585; 0.7808998853103356
svm_model_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; 4; ipca_diff; svdne; 498; 166; 166; 0.6; 0.2; 0.2; [0.97       0.98       0.98       0.99       0.96938776]; 0.8192771084337349; 0.8012048192771084; 0.9144578313253012; 0.984126984126984; 0.9959839357429718; 0.9839357429718875; 0.8314606741573032; 0.9135802469135802; 0.8214960058097314; 0.8092485549132947; 0.8433734939759037; 0.8012048192771085; 0.9169590643274853; 0.9491525423728814; 0.9146242328171361
ensemble_model_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; 4; ipca_diff; svdne; 718; 239; 239; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.89583333 0.84722222 0.88194444 0.86805556 0.85915493]; 0.8535564853556485; 0.8451882845188284; 0.9096989966555183; 0.952; 0.9944289693593314; 0.9498607242339834; 0.8559670781893004; 0.859504132231405; 0.8534808796750245; 0.8537549407114625; 0.8571428571428571; 0.8445006321112516; 0.913322632423756; 0.9389438943894389; 0.9093024556692958
ensemble_model_v2_N26_B137_E163_nb_zones_4_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.86792453 0.86792453 0.87735849 0.91509434 0.8490566 ]; 0.9090909090909091; 0.8409090909090909; 0.9058956916099773; 0.9265536723163841; 0.9283018867924528; 0.9264150943396227; 0.9175257731958764; 0.956989247311828; 0.906205467029408; 0.8526315789473684; 0.9204545454545454; 0.8409090909090908; 0.9092896174863387; 0.9327354260089686; 0.9055878964907229
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; 6; ipca_diff; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.85       0.83888889 0.82222222 0.88888889 0.84269663]; 0.8963210702341137; 0.8494983277591973; 0.8609625668449198; 0.8595744680851063; 0.8997772828507795; 0.8530066815144766; 0.8996763754045308; 0.9084967320261438; 0.89602918793088; 0.8484848484848485; 0.8811188811188811; 0.8508158508158509; 0.8654592496765846; 0.897986577181208; 0.8611104656878078
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; 6; ipca_diff; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.94444444 0.93333333 0.95       0.91111111 0.92696629]; 0.8294314381270903; 0.7993311036789298; 0.891042780748663; 0.9440860215053762; 0.977728285077951; 0.9420935412026726; 0.8587257617728532; 0.9171597633136095; 0.8162721893491125; 0.8089171974522292; 0.9202898550724637; 0.8079710144927537; 0.8984423676012462; 0.9537037037037037; 0.8903653653653654
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.81176471 0.85294118 0.84705882 0.83529412 0.82941176]; 0.8515901060070671; 0.8586572438162544; 0.8898305084745762; 0.9155251141552512; 0.9435294117647058; 0.9129411764705881; 0.853146853146853; 0.8840579710144928; 0.8523738130934532; 0.8734177215189872; 0.9517241379310345; 0.856296851574213; 0.8944519621109608; 0.9336158192090396; 0.8898305084745762
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; 6; ipca_diff; svdn; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.59036145 0.51204819 0.58433735 0.53012048 0.5       ]; 0.4927536231884058; 0.463768115942029; 0.5701881331403763; 0.626829268292683; 0.619277108433735; 0.6313253012048193; 0.4615384615384615; 0.4580152671755725; 0.49107659910502754; 0.45985401459854014; 0.45985401459854014; 0.46373995693955783; 0.5612998522895125; 0.5563689604685212; 0.5700299737964923
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; 6; ipca_diff; svdn; 968; 322; 322; 0.6004962779156328; 0.19975186104218362; 0.19975186104218362; [0.51546392 0.49484536 0.48969072 0.53092784 0.53645833]; 0.5496894409937888; 0.5341614906832298; 0.8163771712158809; 0.998965873836608; 0.9979338842975206; 0.9989669421487604; 0.5592705167173252; 0.5542168674698795; 0.5495443311708372; 0.5535714285714285; 0.5740740740740741; 0.533912037037037; 0.8186274509803921; 0.8226600985221675; 0.8163300492610838
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 814; 271; 271; 0.6002949852507374; 0.19985250737463126; 0.19985250737463126; [0.48780488 0.48780488 0.48765432 0.45679012 0.51851852]; 0.5055350553505535; 0.46863468634686345; 0.7920353982300885; 0.995085995085995; 0.995085995085995; 0.9950859950859949; 0.4924242424242425; 0.48148148148148145; 0.5054466230936819; 0.42857142857142855; 0.47368421052631576; 0.46932618169627893; 0.7879699248120301; 0.7987804878048781; 0.7922473867595818
svm_model_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; 6; ipca_diff; svdne; 828; 276; 276; 0.6; 0.2; 0.2; [0.8373494  0.8253012  0.81927711 0.84337349 0.82317073]; 0.8442028985507246; 0.8333333333333334; 0.8710144927536232; 0.8954171562867214; 0.9202898550724637; 0.8925120772946862; 0.8300395256916996; 0.7777777777777778; 0.842789598108747; 0.8050847457627119; 0.7421875; 0.827174831081081; 0.8671641791044776; 0.8581979320531757; 0.8707774866524769
ensemble_model_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; 6; ipca_diff; svdne; 1000; 333; 333; 0.6002400960384153; 0.1998799519807923; 0.1998799519807923; [0.88  0.865 0.87  0.905 0.89 ]; 0.8258258258258259; 0.8498498498498499; 0.8871548619447779; 0.9207920792079208; 0.93; 0.9200000000000002; 0.8361581920903954; 0.8409090909090909; 0.8249131441806601; 0.8493975903614458; 0.8545454545454545; 0.8498917748917749; 0.8891509433962266; 0.896551724137931; 0.8870637408568443
ensemble_model_v2_N26_B137_E163_nb_zones_6_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.94186047 0.9127907  0.89534884 0.90588235 0.90588235]; 0.8140350877192982; 0.8385964912280702; 0.9011220196353437; 0.9508196721311475; 0.9485981308411215; 0.9509345794392523; 0.8153310104529616; 0.8796992481203008; 0.8181390977443608; 0.8525641025641026; 0.9236111111111112; 0.8376920803782506; 0.9029593943565037; 0.9304964539007092; 0.9014479495578442
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; 8; ipca_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.88983051 0.86016949 0.90254237 0.89830508 0.88135593]; 0.8753180661577609; 0.8651399491094147; 0.8850457782299085; 0.8990228013029316; 0.9355932203389831; 0.8949152542372881; 0.8778054862842892; 0.8888888888888888; 0.8752136752136752; 0.8716707021791769; 0.9183673469387755; 0.8652750440277635; 0.8893241919686582; 0.9227642276422764; 0.885007368403623
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; 8; ipca_diff; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.85344828 0.9137931  0.88695652 0.87391304 0.8826087 ]; 0.8463541666666666; 0.8645833333333334; 0.8928199791883454; 0.9208992506244795; 0.9584055459272097; 0.9176776429809359; 0.8624708624708624; 0.9438775510204082; 0.8442792010421191; 0.8779342723004695; 0.9303482587064676; 0.861348992741212; 0.899805447470817; 0.9496919917864476; 0.892040088720228
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.89669421 0.88016529 0.88429752 0.90495868 0.91322314]; 0.794044665012407; 0.7766749379652605; 0.8973214285714286; 0.971900826446281; 0.971900826446281; 0.971900826446281; 0.7762803234501348; 0.7058823529411765; 0.7951522317469703; 0.7704081632653061; 0.7401960784313726; 0.7771332150950833; 0.8950836289913836; 0.8716683119447186; 0.8974493105087502
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; 8; ipca_diff; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.56956522 0.62608696 0.53913043 0.56956522 0.57826087]; 0.5013054830287206; 0.45691906005221933; 0.7103340292275574; 0.8675721561969439; 0.888695652173913; 0.8643478260869564; 0.5064599483204135; 0.5384615384615384; 0.5030616150019135; 0.45549738219895286; 0.45549738219895286; 0.4569153577661431; 0.7149460708782742; 0.7341772151898734; 0.7105803431321268
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; 8; ipca_diff; svdn; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.50423729 0.51694915 0.57627119 0.44491525 0.4957265 ]; 0.43112244897959184; 0.4719387755102041; 0.780835881753313; 1.0; 1.0; 1.0; 0.44938271604938274; 0.4595959595959596; 0.4308289076330314; 0.48635235732009924; 0.49; 0.4715625; 0.783484390735146; 0.7882472137791287; 0.780790273556231
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 1346; 448; 448; 0.6003568242640499; 0.19982158786797502; 0.19982158786797502; [0.4962963  0.49259259 0.51111111 0.50746269 0.51119403]; 0.5111607142857143; 0.484375; 0.7966101694915254; 0.9955357142857143; 0.9940564635958395; 0.9955423476968797; 0.5389473684210526; 0.5844748858447488; 0.5127614603896233; 0.5197505197505198; 0.5580357142857143; 0.484375; 0.8017391304347827; 0.8261648745519713; 0.7967414070806038
svm_model_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; 8; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.90833333 0.90756303 0.88655462 0.87815126 0.8907563 ]; 0.8085642317380353; 0.7783375314861462; 0.8710976837865055; 0.9255663430420711; 0.959731543624161; 0.9228187919463087; 0.8146341463414634; 0.8520408163265306; 0.8091049852776931; 0.8044444444444444; 0.861904761904762; 0.7731983702571938; 0.8778625954198473; 0.9181636726546906; 0.8706672021810038
ensemble_model_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; 8; ipca_diff; svdne; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.91322314 0.87603306 0.9        0.86666667 0.90833333]; 0.8628428927680798; 0.8528678304239401; 0.8913260219341974; 0.9177215189873418; 0.9634551495016611; 0.9136212624584718; 0.8661800486618004; 0.956989247311828; 0.8691922980745186; 0.8731182795698924; 0.9103139013452914; 0.8456063888748929; 0.8981308411214953; 0.950544015825915; 0.8908498973601937
ensemble_model_v2_N26_B137_E163_nb_zones_8_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 1134; 378; 378; 0.6; 0.2; 0.2; [0.88596491 0.89912281 0.85840708 0.85840708 0.87168142]; 0.8571428571428571; 0.8544973544973545; 0.8947089947089947; 0.9206349206349206; 0.9206349206349206; 0.9206349206349206; 0.8636363636363635; 0.9344262295081968; 0.8595208070617906; 0.8578811369509043; 0.8924731182795699; 0.8550907258064517; 0.896191966614502; 0.9177350427350427; 0.8949262215771648
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; 10; ipca_diff; svd; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.87671233 0.86643836 0.86643836 0.87241379 0.87931034]; 0.8739130434782608; 0.8478260869565217; 0.8720538720538721; 0.887468030690537; 0.9532967032967034; 0.8791208791208791; 0.8862745098039216; 0.9617021276595744; 0.8719621749408982; 0.8565573770491803; 0.9288888888888889; 0.8495508274231678; 0.8813427010148321; 0.9503367003367004; 0.872053872053872
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; 10; ipca_diff; svd; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.88       0.91666667 0.90333333 0.90333333 0.91610738]; 0.826879271070615; 0.8382687927107062; 0.8914141414141414; 0.9282482223658693; 0.9586114819759679; 0.9259012016021362; 0.8396624472573839; 0.9299065420560748; 0.829397715472482; 0.8553971486761711; 0.9333333333333333; 0.8358255451713394; 0.8972929936305731; 0.9486531986531986; 0.8914141414141413
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 1518; 506; 506; 0.6; 0.2; 0.2; [0.89144737 0.88815789 0.87828947 0.87828947 0.89072848]; 0.8811188811188811; 0.8508158508158508; 0.9074074074074074; 0.9311475409836065; 0.9354413702239789; 0.9308300395256918; 0.8874172185430463; 0.9392523364485982; 0.8812540752010432; 0.8632478632478633; 0.9395348837209302; 0.8506085633557923; 0.9100572363041701; 0.9368686868686869; 0.9074074074074074
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; 10; ipca_diff; svdn; 1476; 492; 492; 0.6; 0.2; 0.2; [0.50675676 0.53378378 0.57432432 0.54081633 0.53061224]; 0.5244444444444445; 0.47555555555555556; 0.7209595959595959; 0.8594059405940593; 0.8821138211382114; 0.8556910569105691; 0.5387931034482759; 0.5580357142857143; 0.5245930783817951; 0.49787234042553186; 0.5176991150442478; 0.475367414664981; 0.7292772560228664; 0.7516835016835017; 0.7209595959595961
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; 10; ipca_diff; svdn; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.53205128 0.52564103 0.54166667 0.55769231 0.56451613]; 0.5256723716381418; 0.4743276283618582; 0.8278619528619529; 1.0; 1.0; 1.0; 0.5268292682926828; 0.54; 0.5259808612440192; 0.510250569476082; 0.5358851674641149; 0.4729425837320575; 0.8300789364353968; 0.8409090909090909; 0.8278619528619529
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.51923077 0.53870968 0.54193548 0.50645161 0.50645161]; 0.5145631067961165; 0.5097087378640777; 0.8253367003367004; 0.9916074887023888; 0.9896907216494846; 0.9916237113402062; 0.537037037037037; 0.6010362694300518; 0.5196962169068067; 0.5388127853881278; 0.5388127853881278; 0.507748361605981; 0.8284415047540306; 0.8434343434343434; 0.8253367003367004
svm_model_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; 10; ipca_diff; svdne; 1416; 472; 472; 0.6; 0.2; 0.2; [0.90140845 0.8943662  0.86971831 0.91843972 0.87234043]; 0.8347457627118644; 0.8686440677966102; 0.8762711864406779; 0.8983957219251336; 0.9491525423728814; 0.8926553672316385; 0.8482490272373542; 0.9437229437229437; 0.8370067000772395; 0.87890625; 0.9453781512605042; 0.8679882209293973; 0.8842188739095956; 0.9473237043330501; 0.8764513703406586
ensemble_model_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; 10; ipca_diff; svdne; 1470; 490; 490; 0.6; 0.2; 0.2; [0.88095238 0.90136054 0.8877551  0.89115646 0.88095238]; 0.8520971302428256; 0.8388520971302428; 0.9006734006734006; 0.9361702127659574; 0.9578231292517007; 0.9346938775510205; 0.8612836438923396; 0.9244444444444444; 0.8525730994152046; 0.8531187122736419; 0.9298245614035088; 0.8382456140350877; 0.9049919484702094; 0.9461279461279462; 0.9006734006734007
ensemble_model_v2_N26_B137_E163_nb_zones_10_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 1576; 525; 525; 0.6001523229246002; 0.19992383853769993; 0.19992383853769993; [0.85126582 0.89556962 0.89556962 0.8566879  0.87579618]; 0.86; 0.88; 0.9090909090909091; 0.9297365119196987; 0.9403553299492385; 0.928934010152284; 0.8653846153846153; 0.9; 0.86; 0.8867924528301886; 0.94; 0.88; 0.9112571898110107; 0.9335016835016835; 0.9090909090909092
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; 12; ipca_diff; svd; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.88285714 0.88       0.87643678 0.87068966 0.87931034]; 0.8734177215189873; 0.8892405063291139; 0.8876262626262627; 0.896551724137931; 0.9541284403669725; 0.8899082568807339; 0.8823529411764706; 0.9090909090909091; 0.8717639975918122; 0.8874598070739551; 0.9139072847682119; 0.8902869757174393; 0.8934982050259274; 0.9427609427609428; 0.8876262626262627
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; 12; ipca_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.875      0.89166667 0.87777778 0.90555556 0.88268156]; 0.8546712802768166; 0.8269896193771626; 0.9006734006734006; 0.9227467811158798; 0.9566184649610678; 0.9199110122358175; 0.8581081081081082; 0.927007299270073; 0.8582404917402996; 0.845679012345679; 0.9013157894736842; 0.8229206684594699; 0.9049919484702094; 0.9461279461279462; 0.9006734006734007
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svd; 26; 137; 163; zones; ipca_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.85833333 0.87777778 0.85       0.83519553 0.8547486 ]; 0.9206896551724137; 0.9413793103448276; 0.9242424242424242; 0.9239956568946798; 0.9476614699331849; 0.9220489977728286; 0.9198606271777002; 0.9496402877697842; 0.9218400114345608; 0.9456869009584664; 0.9801324503311258; 0.9397065129353471; 0.9262899262899263; 0.952020202020202; 0.9242424242424241
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; 12; ipca_diff; svdn; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.51436782 0.5545977  0.54597701 0.52890173 0.5433526 ]; 0.50625; 0.509375; 0.5774410774410774; 0.6015037593984962; 0.5990783410138248; 0.603110599078341; 0.48026315789473684; 0.4451219512195122; 0.5078173858661663; 0.488599348534202; 0.4807692307692308; 0.5086772983114447; 0.570940170940171; 0.5622895622895623; 0.5774410774410774
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; 12; ipca_diff; svdn; 1686; 562; 562; 0.6; 0.2; 0.2; [0.51183432 0.52366864 0.53254438 0.50892857 0.5297619 ]; 0.4985507246376812; 0.4753623188405797; 0.851010101010101; 1.0; 1.0; 1.0; 0.5126760563380282; 0.5515151515151515; 0.5007575757575757; 0.5013774104683196; 0.5055555555555555; 0.47398989898989896; 0.8527454242928453; 0.8627946127946128; 0.851010101010101
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svdn; 26; 137; 163; zones; ipca_diff; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.5027933  0.51117318 0.49157303 0.56741573 0.50561798]; 0.49324324324324326; 0.4864864864864865; 0.8691077441077442; 0.9949579831932772; 0.9955156950672646; 0.9949551569506727; 0.4966442953020135; 0.48366013071895425; 0.4935783171077289; 0.4829931972789116; 0.4965034965034965; 0.4868138397550162; 0.86916281026504; 0.8695286195286195; 0.8691077441077442
svm_model_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; 12; ipca_diff; svdne; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.89534884 0.86337209 0.87790698 0.84883721 0.86918605]; 0.8963414634146342; 0.8871951219512195; 0.8947811447811448; 0.8999441028507547; 0.936046511627907; 0.8959302325581395; 0.896969696969697; 0.896969696969697; 0.8963376092210449; 0.8882175226586103; 0.901840490797546; 0.8872838817624095; 0.8979591836734693; 0.9259259259259259; 0.8947811447811449
ensemble_model_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; 12; ipca_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.82681564 0.84078212 0.8575419  0.82122905 0.84636872]; 0.9385665529010239; 0.9146757679180887; 0.9242424242424242; 0.925340599455041; 0.9486033519553073; 0.923463687150838; 0.9383561643835617; 0.8838709677419355; 0.9419354838709677; 0.9027237354085604; 0.8405797101449275; 0.9106124357176251; 0.924496644295302; 0.9276094276094277; 0.9242424242424242
ensemble_model_v2_N26_B137_E163_nb_zones_12_ipca_diff_svdne; 26; 137; 163; zones; ipca_diff; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.85245902 0.86885246 0.89285714 0.87637363 0.89010989]; 0.8188405797101449; 0.8659420289855072; 0.9006734006734006; 0.9215376513954712; 0.9594298245614035; 0.9183114035087719; 0.8239436619718309; 0.8863636363636364; 0.8216540404040403; 0.8794788273615635; 0.9375; 0.8626893939393939; 0.9052208835341365; 0.9486531986531986; 0.9006734006734006
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; 4; ipca_diff; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.86885246 0.90833333 0.91666667 0.88333333 0.86666667]; 0.78; 0.82; 0.8572854291417166; 0.8975609756097561; 0.9169435215946844; 0.8953488372093024; 0.8166666666666667; 0.8521739130434782; 0.7672634271099743; 0.8363636363636364; 0.9484536082474226; 0.8237413672305074; 0.8669767441860465; 0.9083820662768031; 0.8560315239359476
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; 4; ipca_diff; svd; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.75471698 0.69811321 0.76415094 0.75471698 0.77358491]; 0.8352272727272727; 0.8238636363636364; 0.8832199546485261; 0.9184060721062619; 0.9132075471698113; 0.9188679245283019; 0.8220858895705523; 0.7976190476190477; 0.833592132505176; 0.8121212121212121; 0.7282608695652174; 0.828416149068323; 0.8795321637426902; 0.8526077097505669; 0.8832199546485261
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 600; 200; 200; 0.6; 0.2; 0.2; [0.88333333 0.78333333 0.775      0.85833333 0.81666667]; 0.845; 0.825; 0.864; 0.8817567567567568; 0.87; 0.8833333333333335; 0.8634361233480177; 0.9245283018867925; 0.8399237254114813; 0.8167539267015707; 0.8666666666666667; 0.8287878787878787; 0.8653465346534653; 0.8810483870967742; 0.8641353046594983
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; 4; ipca_diff; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.50806452 0.5        0.52459016 0.56557377 0.57377049]; 0.5049019607843137; 0.5147058823529411; 0.5911764705882353; 0.6505636070853462; 0.6601307189542484; 0.6454248366013071; 0.49246231155778897; 0.47115384615384615; 0.5055769230769231; 0.5437788018433181; 0.5221238938053098; 0.5138091996499077; 0.5978784956605593; 0.5927342256214149; 0.5911357244807276
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; 4; ipca_diff; svdn; 466; 155; 155; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.5212766  0.4787234  0.4787234  0.43478261 0.5       ]; 0.5032258064516129; 0.45161290322580644; 0.7912371134020618; 1.0; 1.0; 1.0; 0.56; 0.5697674418604651; 0.4950286484664645; 0.4785276073619632; 0.4936708860759494; 0.4507828114590273; 0.7985074626865672; 0.8065326633165829; 0.7908324692244291
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.46363636 0.50909091 0.53703704 0.56481481 0.42592593]; 0.48066298342541436; 0.5580110497237569; 0.8013245033112583; 0.9888888888888889; 0.9816176470588235; 0.988970588235294; 0.44705882352941173; 0.48717948717948717; 0.48145382125964653; 0.5789473684210525; 0.5913978494623656; 0.5570625610948191; 0.7999999999999999; 0.8126410835214447; 0.8015689218903119
svm_model_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; 4; ipca_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.80645161 0.80645161 0.86065574 0.8442623  0.82786885]; 0.8872549019607843; 0.8333333333333334; 0.8395303326810176; 0.826580226904376; 0.8306188925081434; 0.8257328990228013; 0.8899521531100477; 0.9117647058823529; 0.8872549019607844; 0.826530612244898; 0.8350515463917526; 0.8334136236631661; 0.8395303326810176; 0.8478260869565217; 0.8396107178968656
ensemble_model_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; 4; ipca_diff; svdne; 504; 168; 168; 0.6; 0.2; 0.2; [0.90196078 0.7745098  0.87       0.85       0.82      ]; 0.8214285714285714; 0.8511904761904762; 0.8583333333333333; 0.8764478764478765; 0.9007936507936508; 0.873015873015873; 0.8214285714285714; 0.8214285714285714; 0.8214285714285714; 0.8648648648648649; 0.8421052631578947; 0.8525594808940159; 0.8633754305396096; 0.8723897911832946; 0.8579552867896912
ensemble_model_v2_N26_B174_E200_nb_zones_4_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.82 0.82 0.83 0.79 0.84]; 0.8192771084337349; 0.8614457831325302; 0.875; 0.899009900990099; 0.908; 0.898; 0.8214285714285714; 0.8214285714285714; 0.8192508710801394; 0.8456375838926175; 0.8513513513513513; 0.8604582843713278; 0.8734793187347932; 0.8799019607843137; 0.8750924898261191
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; 6; ipca_diff; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.80526316 0.86170213 0.91489362 0.83510638 0.84574468]; 0.8248407643312102; 0.856687898089172; 0.8477707006369427; 0.8547544409613376; 0.8683651804670913; 0.8524416135881104; 0.8377581120943953; 0.8658536585365854; 0.8229268292682926; 0.8589341692789969; 0.9194630872483222; 0.8597315436241612; 0.8520123839009287; 0.8775510204081632; 0.8478085890844888
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; 6; ipca_diff; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.86021505 0.84946237 0.84408602 0.86956522 0.86413043]; 0.7727272727272727; 0.7954545454545454; 0.8618677042801557; 0.9166666666666667; 0.9503239740820735; 0.9136069114470844; 0.7697368421052632; 0.7959183673469388; 0.7737355811889972; 0.7947882736156352; 0.7973856209150327; 0.7954670040059035; 0.864417568427753; 0.8899082568807339; 0.8621556688768239
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 930; 310; 310; 0.6; 0.2; 0.2; [0.8172043  0.84946237 0.84946237 0.8172043  0.79032258]; 0.8774193548387097; 0.8419354838709677; 0.8787096774193548; 0.8928950159066809; 0.9053763440860215; 0.8913978494623656; 0.8741721854304637; 0.8859060402684564; 0.8777356288298803; 0.8473520249221183; 0.8662420382165605; 0.841617751134424; 0.8799489144316731; 0.893644617380026; 0.878786365172683
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; 6; ipca_diff; svdn; 744; 248; 248; 0.6; 0.2; 0.2; [0.5        0.5        0.60810811 0.5        0.52027027]; 0.4879032258064516; 0.532258064516129; 0.5814516129032258; 0.6461538461538462; 0.6774193548387096; 0.629032258064516; 0.5096525096525097; 0.55; 0.48984375; 0.5735294117647058; 0.5864661654135338; 0.528015691402419; 0.6041189931350115; 0.6336; 0.5810276422764228
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; 6; ipca_diff; svdn; 906; 302; 302; 0.6; 0.2; 0.2; [0.48351648 0.47252747 0.46153846 0.43333333 0.52777778]; 0.46357615894039733; 0.5066225165562914; 0.7940397350993378; 1.0; 1.0; 1.0; 0.48407643312101906; 0.4779874213836478; 0.46276993446804765; 0.45818181818181813; 0.47368421052631576; 0.5031142946122704; 0.7919732441471573; 0.7946308724832215; 0.7940474623854017
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.5        0.47282609 0.47282609 0.51086957 0.52747253]; 0.4150326797385621; 0.5294117647058824; 0.7849673202614379; 0.9934354485776805; 0.9891067538126361; 0.9934640522875816; 0.4525993883792049; 0.5034013605442177; 0.41836734693877553; 0.5167785234899329; 0.4723926380368098; 0.5333991162212021; 0.7862248213125406; 0.7867360208062418; 0.7849580235437255
svm_model_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; 6; ipca_diff; svdne; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.85789474 0.83684211 0.85638298 0.7712766  0.85638298]; 0.8121019108280255; 0.8535031847133758; 0.839058524173028; 0.8432203389830508; 0.8432203389830508; 0.8432203389830508; 0.8013468013468015; 0.8095238095238095; 0.8119475335044197; 0.8466666666666667; 0.8819444444444444; 0.8556781045751634; 0.835820895522388; 0.8440366972477065; 0.8392000544334948
ensemble_model_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; 6; ipca_diff; svdne; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.80232558 0.8372093  0.84302326 0.79651163 0.76744186]; 0.8426573426573427; 0.8251748251748252; 0.8701117318435754; 0.8933177022274326; 0.8860465116279069; 0.8941860465116279; 0.8514851485148515; 0.8431372549019608; 0.8426212590299278; 0.8322147651006712; 0.8611111111111112; 0.8249217527386542; 0.872077028885832; 0.8720770288858322; 0.8700810676344054
ensemble_model_v2_N26_B174_E200_nb_zones_6_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 876; 292; 292; 0.6; 0.2; 0.2; [0.84659091 0.8125     0.86931818 0.87356322 0.83908046]; 0.8116438356164384; 0.8458904109589042; 0.8671232876712329; 0.8941441441441442; 0.906392694063927; 0.8926940639269407; 0.8307692307692308; 0.9183673469387755; 0.8109078114004222; 0.8571428571428572; 0.9121621621621622; 0.84496996996997; 0.8730366492146597; 0.9099590723055935; 0.8669465237731544
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; 8; ipca_diff; svd; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [0.86821705 0.84108527 0.87984496 0.91015625 0.8515625 ]; 0.8271028037383178; 0.7313084112149533; 0.8380018674136321; 0.8769470404984424; 0.8755832037325039; 0.8771384136858478; 0.8377192982456141; 0.9138755980861244; 0.8290839177645235; 0.7657841140529532; 0.8468468468468469; 0.7268214816758505; 0.8444643657552667; 0.8770949720670391; 0.8378920553219091
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; 8; ipca_diff; svd; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.83189655 0.83189655 0.84913793 0.82758621 0.83189655]; 0.805699481865285; 0.7901554404145078; 0.8509316770186336; 0.8873720136518771; 0.896551724137931; 0.8862068965517241; 0.8175182481751825; 0.865979381443299; 0.805385524054983; 0.8111888111888111; 0.8613861386138614; 0.7866713301764958; 0.856858846918489; 0.8831967213114754; 0.8505941765553192
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.8539823  0.8539823  0.82142857 0.84375    0.89285714]; 0.7914438502673797; 0.8128342245989305; 0.8707264957264957; 0.9182608695652174; 0.9395017793594306; 0.9163701067615658; 0.8125; 0.9184782608695652; 0.7934496567505721; 0.8333333333333333; 0.8974358974358975; 0.8090531442486749; 0.878147029204431; 0.926673751328374; 0.8704260271142407
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; 8; ipca_diff; svdn; 1170; 390; 390; 0.6; 0.2; 0.2; [0.49145299 0.4957265  0.50854701 0.46581197 0.49145299]; 0.4794871794871795; 0.49743589743589745; 0.5076923076923077; 0.4662226450999049; 0.4188034188034188; 0.5205128205128206; 0.3829787234042553; 0.34054054054054056; 0.4727092946605142; 0.43352601156069365; 0.36231884057971014; 0.506296032311713; 0.4438006952491309; 0.39201637666325484; 0.5079300793902091
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; 8; ipca_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.51260504 0.47478992 0.53361345 0.46218487 0.5       ]; 0.5126262626262627; 0.5050505050505051; 0.8037336024217961; 1.0; 1.0; 1.0; 0.5437352245862883; 0.5927835051546392; 0.5142135347555374; 0.5172413793103449; 0.5; 0.5053763440860215; 0.8073303615651314; 0.8158158158158159; 0.8036352731164533
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.49180328 0.5        0.50819672 0.54508197 0.48360656]; 0.5024630541871922; 0.47783251231527096; 0.7913385826771654; 0.9918166939443536; 0.9934426229508196; 0.9918032786885247; 0.495; 0.4852941176470588; 0.5025480489225393; 0.46733668341708545; 0.4696969696969697; 0.4776369463869464; 0.79009900990099; 0.7885375494071146; 0.7913275982329692
svm_model_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; 8; ipca_diff; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.85655738 0.87295082 0.85245902 0.8677686  0.87603306]; 0.8123456790123457; 0.7703703703703704; 0.8366238894373149; 0.8687196110210698; 0.881578947368421; 0.8667763157894737; 0.8080808080808081; 0.837696335078534; 0.8137079806233791; 0.7737226277372262; 0.7535545023696683; 0.7711071480920507; 0.8378245957863792; 0.8465346534653465; 0.8366531535043267
ensemble_model_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; 8; ipca_diff; svdne; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.83613445 0.84033613 0.80672269 0.87394958 0.87815126]; 0.8308080808080808; 0.8308080808080808; 0.8763874873864783; 0.9081885856079405; 0.9226890756302522; 0.9067226890756301; 0.8303797468354431; 0.8586387434554974; 0.8317583961179926; 0.8385542168674699; 0.8571428571428571; 0.8301258327165063; 0.878652798415057; 0.8968655207280081; 0.8764287321666224
ensemble_model_v2_N26_B174_E200_nb_zones_8_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 1356; 452; 452; 0.6; 0.2; 0.2; [0.86029412 0.83088235 0.84191176 0.83333333 0.87777778]; 0.8407079646017699; 0.8407079646017699; 0.8898230088495576; 0.9242970439798126; 0.9454277286135693; 0.9225663716814159; 0.8441558441558441; 0.874439461883408; 0.8411498619460709; 0.8468085106382979; 0.8614718614718615; 0.8402381931793697; 0.8926261319534282; 0.9143109540636042; 0.8897795905069793
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; 10; ipca_diff; svd; 1536; 512; 512; 0.6; 0.2; 0.2; [0.84090909 0.82142857 0.82467532 0.82352941 0.83986928]; 0.8666666666666667; 0.85; 0.8644781144781145; 0.8706182281708095; 0.8893229166666666; 0.8678385416666666; 0.8647342995169082; 0.8483412322274881; 0.8667543481711603; 0.8459657701711492; 0.8277511961722488; 0.8498945554320959; 0.8653846153846154; 0.8712121212121212; 0.8644781144781144
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; 10; ipca_diff; svd; 1398; 466; 466; 0.6; 0.2; 0.2; [0.81785714 0.81785714 0.79285714 0.85357143 0.77338129]; 0.8884120171673819; 0.869098712446352; 0.8746781115879828; 0.8738548273431994; 0.8869814020028612; 0.8719599427753935; 0.8921161825726142; 0.9227467811158798; 0.8884120171673819; 0.8762677484787018; 0.9391304347826087; 0.8699889462048636; 0.8780284043441938; 0.9044750430292599; 0.8747546448023011
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.86333333 0.82666667 0.84       0.83892617 0.85234899]; 0.825; 0.7909090909090909; 0.8531144781144782; 0.8828125; 0.9064171122994652; 0.8796791443850267; 0.8418891170431212; 0.9234234234234234; 0.8240970328126291; 0.8114754098360656; 0.908256880733945; 0.7919662782048104; 0.8610115491835921; 0.9099326599326599; 0.8531144781144782
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; 10; ipca_diff; svdn; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.48376623 0.51623377 0.48376623 0.48051948 0.48051948]; 0.5311004784688995; 0.47607655502392343; 0.5791245791245792; 0.6285714285714287; 0.6428571428571429; 0.6201298701298701; 0.5720524017467249; 0.6179245283018868; 0.5298360505587104; 0.477326968973747; 0.4854368932038835; 0.4762090126396775; 0.5921696574225123; 0.6111111111111112; 0.5791245791245792
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; 10; ipca_diff; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.49328859 0.54026846 0.52013423 0.48993289 0.47297297]; 0.5247747747747747; 0.45495495495495497; 0.8093434343434344; 1.0; 1.0; 1.0; 0.5685071574642127; 0.5743801652892562; 0.5198633499713607; 0.44239631336405527; 0.4752475247524752; 0.4566320268390475; 0.8121111571961841; 0.8240740740740741; 0.8093434343434343
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.49056604 0.49367089 0.53481013 0.48101266 0.5221519 ]; 0.491183879093199; 0.48866498740554154; 0.8232323232323232; 0.9905362776025236; 0.9924146649810367; 0.9905183312262957; 0.5; 0.5459459459459459; 0.49467108618052014; 0.5060827250608274; 0.49056603773584906; 0.4885262621111678; 0.825; 0.8333333333333334; 0.8232323232323233
svm_model_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; 10; ipca_diff; svdne; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.86423841 0.84768212 0.86666667 0.86       0.81333333]; 0.8211009174311926; 0.8188073394495413; 0.8400673400673401; 0.8578712555768006; 0.8949468085106383; 0.8517287234042554; 0.8361344537815126; 0.8844444444444445; 0.8189994734070564; 0.8232662192393736; 0.8720379146919431; 0.8204634017904162; 0.8475120385232744; 0.8888888888888888; 0.8400673400673401
ensemble_model_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; 10; ipca_diff; svdne; 1560; 520; 520; 0.6; 0.2; 0.2; [0.88782051 0.86217949 0.875      0.86217949 0.8974359 ]; 0.7622549019607843; 0.7892156862745098; 0.8602693602693603; 0.9050350541746334; 0.9102564102564102; 0.9044871794871794; 0.7877461706783369; 0.8695652173913043; 0.7606532554618213; 0.8054298642533937; 0.8855721393034826; 0.790612156608263; 0.8654781199351703; 0.898989898989899; 0.8602693602693603
ensemble_model_v2_N26_B174_E200_nb_zones_10_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.77666667 0.84       0.83666667 0.82       0.88926174]; 0.8154897494305239; 0.806378132118451; 0.8724747474747475; 0.9102815979043877; 0.9279038718291055; 0.9085447263017357; 0.8227571115973742; 0.9038461538461539; 0.8198884448884448; 0.8210526315789474; 0.8441558441558441; 0.8042894605394604; 0.8767791785278569; 0.9074074074074074; 0.8724747474747476
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; 12; ipca_diff; svd; 1734; 578; 578; 0.6; 0.2; 0.2; [0.83333333 0.81896552 0.80635838 0.82369942 0.83236994]; 0.8785046728971962; 0.8940809968847352; 0.8409090909090909; 0.8312119535141118; 0.8662053056516724; 0.8241061130334486; 0.8737864077669903; 0.8490566037735849; 0.8782320055904963; 0.8910256410256411; 0.8580246913580247; 0.8944211507104589; 0.844316309719934; 0.8627946127946128; 0.8409090909090909
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; 12; ipca_diff; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.83908046 0.85057471 0.85057471 0.8150289  0.86127168]; 0.828125; 0.825; 0.8724747474747475; 0.8928571428571428; 0.9216589861751152; 0.8894009216589862; 0.8264984227129338; 0.8291139240506329; 0.8281372089388968; 0.8238993710691823; 0.808641975308642; 0.8252070636036881; 0.8751545117428924; 0.8939393939393939; 0.8724747474747475
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svd; 26; 174; 200; zones; ipca_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.88333333 0.81388889 0.84166667 0.84444444 0.83798883]; 0.754325259515571; 0.8339100346020761; 0.8678451178451179; 0.894308943089431; 0.917686318131257; 0.8915461624026697; 0.7508771929824561; 0.7642857142857142; 0.7546260786193671; 0.8471337579617835; 0.8926174496644296; 0.8320230105465005; 0.8715220949263502; 0.8964646464646465; 0.8678451178451179
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; 12; ipca_diff; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.50833333 0.5        0.51666667 0.50277778 0.55027933]; 0.5778546712802768; 0.5259515570934256; 0.5286195286195287; 0.5894134477825466; 0.6874304783092324; 0.521134593993326; 0.6648351648351649; 0.8013245033112583; 0.5673289183222958; 0.5784615384615385; 0.6811594202898551; 0.5326326902773778; 0.5979899497487436; 0.7011784511784511; 0.5286195286195285
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; 12; ipca_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.53409091 0.50852273 0.52556818 0.50284091 0.52840909]; 0.5357142857142857; 0.45454545454545453; 0.8686868686868687; 0.9994314951677089; 0.9988636363636364; 0.9994318181818183; 0.5401929260450161; 0.5915492957746479; 0.5397505515017818; 0.5029585798816567; 0.5120481927710844; 0.4496860682165281; 0.8704318936877077; 0.8821548821548821; 0.8686868686868687
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svdn; 26; 174; 200; zones; ipca_diff; svdn; 1656; 552; 552; 0.6; 0.2; 0.2; [0.52108434 0.51807229 0.44879518 0.49090909 0.51515152]; 0.475; 0.4888888888888889; 0.8396464646464646; 0.995151515151515; 0.9915458937198067; 0.9951690821256038; 0.509090909090909; 0.49246231155778897; 0.47293923031305596; 0.43902439024390244; 0.4472049689440994; 0.48490901713536627; 0.8387642826914938; 0.8341750841750841; 0.8396464646464646
svm_model_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; 12; ipca_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.82768362 0.83050847 0.81920904 0.85227273 0.8125    ]; 0.8426229508196721; 0.8655737704918033; 0.8367003367003367; 0.8391608391608392; 0.883352208380521; 0.8306908267270668; 0.8378378378378379; 0.7898089171974523; 0.8442287829230505; 0.8551236749116607; 0.8175675675675675; 0.8641977965226373; 0.8408531583264971; 0.8627946127946128; 0.8367003367003367
ensemble_model_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; 12; ipca_diff; svdne; 1812; 604; 604; 0.6; 0.2; 0.2; [0.82417582 0.86464088 0.85082873 0.8121547  0.84530387]; 0.8404255319148937; 0.7978723404255319; 0.8758417508417509; 0.8956192536506219; 0.9139072847682119; 0.8934878587196469; 0.8494983277591973; 0.8819444444444444; 0.8395229468599034; 0.8093645484949833; 0.8768115942028986; 0.7995169082125603; 0.8794442174090722; 0.9057239057239057; 0.8758417508417509
ensemble_model_v2_N26_B174_E200_nb_zones_12_ipca_diff_svdne; 26; 174; 200; zones; ipca_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.85911602 0.83425414 0.85082873 0.82044199 0.82222222]; 0.8169014084507042; 0.8380281690140845; 0.8796296296296297; 0.8980477223427332; 0.915929203539823; 0.8960176991150443; 0.8156028368794326; 0.7986111111111112; 0.8171626984126984; 0.832116788321168; 0.8142857142857143; 0.8376984126984127; 0.8808333333333334; 0.8897306397306397; 0.8796296296296297
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; 4; svd_reconstruct; svd; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.59166667 0.53389831 0.56779661 0.57627119 0.58474576]; 0.6548223350253807; 0.6243654822335025; 0.8559837728194726; 1.0; 1.0; 1.0; 0.7404580152671757; 0.9238095238095239; 0.6358178053830228; 0.7109375; 0.9479166666666666; 0.6323741749174916; 0.8720720720720722; 0.9738430583501007; 0.8550196886842527
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; 4; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.90833333 0.88333333 0.86666667 0.9        0.88135593]; 0.8241206030150754; 0.7989949748743719; 0.9246987951807228; 1.0; 1.0; 1.0; 0.8325358851674641; 0.8787878787878788; 0.8243939393939395; 0.8130841121495327; 0.90625; 0.8026395631067961; 0.9265426052889325; 0.9574898785425101; 0.9249600787134861
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.87301587 0.95238095 0.92857143 0.87903226 0.92741935]; 0.7884615384615384; 0.75; 0.9078694817658349; 1.0; 1.0; 1.0; 0.7555555555555554; 0.7472527472527473; 0.7838827838827839; 0.7570093457943925; 0.7570093457943925; 0.7497918016100675; 0.9058823529411764; 0.9041095890410958; 0.9077986739932409
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; 4; svd_reconstruct; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.81578947 0.83333333 0.83333333 0.77678571 0.75      ]; 0.8191489361702128; 0.7925531914893617; 0.8428874734607219; 0.8784440842787683; 0.9575971731448764; 0.8674911660777385; 0.826530612244898; 0.84375; 0.8186141304347826; 0.7979274611398964; 0.8369565217391305; 0.7934782608695652; 0.852882703777336; 0.910828025477707; 0.8428874734607219
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; 4; svd_reconstruct; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.78181818 0.77777778 0.77777778 0.7962963  0.81481481]; 0.8333333333333334; 0.8666666666666667; 0.8614190687361419; 0.8752196836555359; 0.9188191881918819; 0.8690036900369005; 0.845360824742268; 0.9010989010989011; 0.8325719224595628; 0.8928571428571428; 0.9433962264150944; 0.8500764915859256; 0.873353596757852; 0.9209401709401709; 0.8590875969908227
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.81355932 0.8559322  0.8559322  0.89655172 0.81034483]; 0.8153846153846154; 0.7948717948717948; 0.9057377049180327; 0.9728813559322034; 0.9795221843003413; 0.9726962457337885; 0.8144329896907216; 0.8494623655913979; 0.816888045540797; 0.8113207547169811; 0.8514851485148515; 0.7927638508531704; 0.9076305220883535; 0.9281314168377823; 0.9057834998299341
svm_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; 4; svd_reconstruct; svdne; 494; 164; 164; 0.6009732360097324; 0.19951338199513383; 0.19951338199513383; [0.91       0.94       0.92857143 0.91836735 0.8877551 ]; 0.8109756097560976; 0.8048780487804879; 0.8844282238442822; 0.9367588932806323; 0.9595141700404858; 0.9352226720647773; 0.8324324324324324; 0.927710843373494; 0.809534434032426; 0.8222222222222222; 0.9024390243902439; 0.8048780487804876; 0.8909299655568312; 0.941747572815534; 0.8842884205541086
ensemble_model_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; 4; svd_reconstruct; svdne; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.85964912 0.87719298 0.84210526 0.92982456 0.90178571]; 0.8201058201058201; 0.7777777777777778; 0.8890063424947146; 0.9475587703435805; 0.9225352112676056; 0.948943661971831; 0.8482142857142857; 0.9895833333333334; 0.817372311827957; 0.7941176470588236; 0.9418604651162791; 0.7913185820727026; 0.8929663608562691; 0.9399141630901288; 0.8897487482117311
ensemble_model_v2_N26_B0_E26_nb_zones_4_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.86666667 0.90677966 0.92372881 0.90677966 0.91525424]; 0.7918781725888325; 0.8375634517766497; 0.9016227180527383; 0.9593220338983051; 0.956081081081081; 0.9594594594594595; 0.7897435897435898; 0.77; 0.7922164948453608; 0.8431372549019608; 0.819047619047619; 0.838871635610766; 0.9019211324570273; 0.8902195608782435; 0.9018108113669567
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; 6; svd_reconstruct; svd; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.60119048 0.63095238 0.57738095 0.64880952 0.60843373]; 0.6523297491039427; 0.6200716845878136; 0.8517191977077364; 0.9952380952380953; 0.9976133651551312; 0.9952267303102625; 0.7519181585677749; 0.9865771812080537; 0.6279039752194115; 0.7195767195767196; 0.9714285714285714; 0.6188078108941418; 0.8713486637663144; 0.9901129943502824; 0.8497076599658387
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; 6; svd_reconstruct; svd; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.8172043  0.80978261 0.83152174 0.86413043 0.82065217]; 0.8045602605863192; 0.8469055374592834; 0.927734375; 0.9956427015250544; 0.9913232104121475; 0.9956616052060738; 0.8113207547169811; 0.8431372549019608; 0.8046855105678636; 0.8395904436860068; 0.8424657534246576; 0.8466987152216455; 0.9274035317200785; 0.9328947368421052; 0.9277875746066196
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.85263158 0.89893617 0.85638298 0.84574468 0.82446809]; 0.7611464968152867; 0.821656050955414; 0.9063694267515924; 0.9829059829059829; 0.9766454352441614; 0.9830148619957537; 0.7956403269754768; 0.906832298136646; 0.7573377176957741; 0.8453038674033149; 0.9503105590062112; 0.8182925344050664; 0.9117117117117118; 0.957124842370744; 0.9058468484697993
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; 6; svd_reconstruct; svdn; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.89285714 0.83333333 0.83333333 0.82738095 0.81325301]; 0.7777777777777778; 0.8207885304659498; 0.832378223495702; 0.8540669856459331; 0.8520286396181385; 0.8544152744630072; 0.7785714285714286; 0.7730496453900709; 0.7778291705211224; 0.8263888888888888; 0.8206896551724138; 0.8207925887802368; 0.8333333333333333; 0.8297872340425532; 0.8324044708562983
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; 6; svd_reconstruct; svdn; 852; 284; 284; 0.6; 0.2; 0.2; [0.83139535 0.79411765 0.80588235 0.87647059 0.81764706]; 0.7922535211267606; 0.8415492957746479; 0.8345070422535211; 0.8464243845252052; 0.8474178403755869; 0.8462441314553991; 0.8126984126984127; 0.8050314465408805; 0.7905157232704403; 0.8301886792452831; 0.859375; 0.8431490384615384; 0.8360083740404746; 0.8401122019635343; 0.8344832579831816
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.82258065 0.83695652 0.8423913  0.86413043 0.8423913 ]; 0.7915309446254072; 0.7850162866449512; 0.8522135416666666; 0.8960342979635584; 0.9067245119305857; 0.8947939262472884; 0.8192090395480225; 0.8950617283950617; 0.7854618986802895; 0.7870967741935484; 0.8970588235294118; 0.7964826281389749; 0.8578584846587352; 0.9025032938076416; 0.8527960484482223
svm_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; 6; svd_reconstruct; svdne; 858; 286; 286; 0.6; 0.2; 0.2; [0.84883721 0.86627907 0.95348837 0.94186047 0.88823529]; 0.7797202797202797; 0.8321678321678322; 0.8748251748251749; 0.9234234234234233; 0.9557109557109557; 0.9207459207459207; 0.7820069204152249; 0.7902097902097902; 0.7797202797202797; 0.8309859154929579; 0.855072463768116; 0.8329416372894634; 0.8774811772758384; 0.9028169014084507; 0.8750195618153365
ensemble_model_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; 6; svd_reconstruct; svdne; 776; 258; 258; 0.6006191950464397; 0.1996904024767802; 0.1996904024767802; [0.86538462 0.8525641  0.90384615 0.83766234 0.85064935]; 0.8062015503875969; 0.8062015503875969; 0.8978328173374613; 0.9592875318066157; 0.9716494845360825; 0.9587628865979381; 0.8; 0.8403361344537815; 0.8086572758599844; 0.7983870967741935; 0.7857142857142857; 0.8057359307359306; 0.897196261682243; 0.909952606635071; 0.8980719027105553
ensemble_model_v2_N26_B0_E26_nb_zones_6_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.84042553 0.87765957 0.86170213 0.81382979 0.86021505]; 0.8076923076923077; 0.7980769230769231; 0.8892445582586428; 0.9461206896551724; 0.9360341151385928; 0.9466950959488274; 0.7945205479452054; 0.7682119205298014; 0.8064662087121056; 0.7906976744186047; 0.7168674698795181; 0.8036392143918138; 0.8862590401051939; 0.8575063613231552; 0.8894490569502375
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; 8; svd_reconstruct; svd; 1242; 414; 414; 0.6; 0.2; 0.2; [0.616      0.60483871 0.63709677 0.63709677 0.64112903]; 0.6328502415458938; 0.6111111111111112; 0.8487922705314009; 1.0; 1.0; 1.0; 0.7361111111111112; 0.9680365296803652; 0.6122233930453108; 0.7109515260323159; 0.9801980198019802; 0.6198159910330656; 0.8682105263157894; 0.989443378119002; 0.847834529526427
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; 8; svd_reconstruct; svd; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.86440678 0.83474576 0.82905983 0.82905983 0.73504274]; 0.8337595907928389; 0.8542199488491049; 0.9330265848670757; 0.9922746781115879; 0.9846678023850085; 0.9923339011925043; 0.8302872062663185; 0.8502673796791443; 0.8344474153297682; 0.8592592592592593; 0.8787878787878788; 0.853901711414665; 0.9329237071172555; 0.9372427983539094; 0.9330522934858978
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.87179487 0.85897436 0.86752137 0.85897436 0.87606838]; 0.7589743589743589; 0.8076923076923077; 0.9025641025641026; 0.9819742489270386; 0.9777777777777777; 0.9820512820512822; 0.7673267326732673; 0.8378378378378378; 0.7628213579433091; 0.8259860788863109; 0.89; 0.8055263157894736; 0.905; 0.9329896907216495; 0.9027193351567431
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; 8; svd_reconstruct; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.868      0.864      0.856      0.868      0.86693548]; 0.8245192307692307; 0.7860576923076923; 0.8432692307692308; 0.8716744913928012; 0.8926282051282052; 0.8685897435897436; 0.8314087759815243; 0.8372093023255814; 0.8240772879787112; 0.7885985748218527; 0.8019323671497585; 0.7861336476897118; 0.8470919324577862; 0.8632887189292543; 0.8431530635265226
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; 8; svd_reconstruct; svdn; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.85887097 0.81048387 0.86290323 0.875      0.83064516]; 0.8087167070217918; 0.8062953995157385; 0.8426911907066795; 0.8674121405750799; 0.8758064516129033; 0.8661290322580646; 0.8183908045977011; 0.8855721393034826; 0.8107105979536281; 0.8319327731092437; 0.9124423963133641; 0.8006089532587228; 0.8497457235321313; 0.8853564547206165; 0.8424836748311254
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.80088496 0.82300885 0.74778761 0.81858407 0.82589286]; 0.824468085106383; 0.8590425531914894; 0.8680851063829788; 0.8845120859444942; 0.875886524822695; 0.8856382978723404; 0.8166666666666667; 0.8032786885245902; 0.8239191370084091; 0.8563685636856369; 0.8633879781420765; 0.8591551289674114; 0.865655471289274; 0.8591397849462366; 0.8679909451046972
svm_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; 8; svd_reconstruct; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.84513274 0.86725664 0.89380531 0.86283186 0.86283186]; 0.8138297872340425; 0.8191489361702128; 0.859192348565356; 0.8860986547085201; 0.8743362831858407; 0.8876106194690265; 0.8157894736842105; 0.8659217877094972; 0.8162096248192157; 0.8229166666666666; 0.8494623655913979; 0.8194680249009622; 0.8589675359233636; 0.867741935483871; 0.8592911358091623
ensemble_model_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; 8; svd_reconstruct; svdne; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.81578947 0.85087719 0.85526316 0.85526316 0.84070796]; 0.8891820580474934; 0.8759894459102903; 0.9082278481012658; 0.9225159525979946; 0.8892794376098418; 0.9253075571177505; 0.8923076923076922; 0.9109947643979057; 0.8890080204968251; 0.8791773778920308; 0.8860103626943006; 0.8758008802718814; 0.9072494669509594; 0.8929695697796433; 0.9083087509555693
ensemble_model_v2_N26_B0_E26_nb_zones_8_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.859375   0.875      0.8671875  0.875      0.88671875]; 0.8098591549295775; 0.8380281690140845; 0.8958724202626641; 0.94375; 0.94375; 0.94375; 0.810304449648712; 0.8564356435643564; 0.8121463932107496; 0.8483516483516483; 0.9146919431279621; 0.8387413204011903; 0.8973172987974097; 0.9211775878442545; 0.8961773017997917
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; 10; svd_reconstruct; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.65034965 0.6048951  0.62587413 0.61188811 0.63028169]; 0.6497890295358649; 0.6497890295358649; 0.8581649831649831; 0.9965010496850946; 0.9971988795518207; 0.9964985994397759; 0.7365079365079364; 0.9789029535864979; 0.649789029535865; 0.7373417721518988; 0.9831223628691983; 0.649789029535865; 0.8747677443329617; 0.9907407407407407; 0.8581649831649831
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; 10; svd_reconstruct; svd; 1408; 469; 469; 0.6001705029838023; 0.1999147485080989; 0.1999147485080989; [0.82978723 0.82624113 0.84751773 0.85106383 0.83928571]; 0.8891257995735607; 0.8656716417910447; 0.9501278772378516; 0.9985775248933144; 0.9971590909090909; 0.9985795454545454; 0.8854625550660793; 0.8854625550660793; 0.8890122692685769; 0.8656716417910447; 0.8423236514522822; 0.8663372643226324; 0.9497638471446974; 0.9436860068259386; 0.9501223901250646
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 1598; 532; 532; 0.6003005259203607; 0.19984973703981967; 0.19984973703981967; [0.878125  0.875     0.865625  0.875     0.8490566]; 0.8251928020565553; 0.794344473007712; 0.9225589225589226; 0.9774153074027604; 0.9749687108886108; 0.9774718397997497; 0.8162162162162163; 0.8074866310160428; 0.8245353947159423; 0.7948717948717949; 0.7673267326732673; 0.7954280722189866; 0.9218351741716228; 0.9132996632996633; 0.9225589225589226
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; 10; svd_reconstruct; svdn; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.84193548 0.86129032 0.84193548 0.84090909 0.84090909]; 0.8530120481927711; 0.7590361445783133; 0.8316498316498316; 0.8461043142305216; 0.8499353169469599; 0.8454075032341527; 0.8688172043010751; 0.905829596412556; 0.8487481315396113; 0.7663551401869159; 0.8541666666666666; 0.7656483557548579; 0.8364677023712184; 0.8611111111111112; 0.8316498316498318
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; 10; svd_reconstruct; svdn; 1402; 467; 467; 0.6001712328767124; 0.19991438356164384; 0.19991438356164384; [0.82624113 0.825      0.8        0.79285714 0.81785714]; 0.8222698072805139; 0.854389721627409; 0.846318493150685; 0.8514285714285714; 0.8502139800285307; 0.8516405135520685; 0.800959232613909; 0.7198275862068966; 0.8216159207630227; 0.841860465116279; 0.7735042735042735; 0.85456329555042; 0.840231419670672; 0.8089117395029991; 0.8462864942168545
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.83445946 0.83445946 0.83445946 0.83783784 0.84353741]; 0.7683741648106904; 0.8129175946547884; 0.8564814814814815; 0.8971082716879624; 0.9025710419485792; 0.8964817320703654; 0.7796610169491526; 0.863849765258216; 0.7730265775443621; 0.8326693227091634; 0.885593220338983; 0.8089937932680831; 0.8614384396586753; 0.8922558922558923; 0.8564814814814816
svm_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; 10; svd_reconstruct; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.87       0.86       0.85333333 0.86577181 0.84899329]; 0.8318181818181818; 0.8272727272727273; 0.867003367003367; 0.891503267973856; 0.9117647058823529; 0.8890374331550801; 0.8398268398268399; 0.8660714285714286; 0.8311838624338624; 0.8376068376068377; 0.9074074074074074; 0.8287037037037037; 0.8715447154471544; 0.9023569023569024; 0.8670033670033669
ensemble_model_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; 10; svd_reconstruct; svdne; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.8483871  0.89032258 0.87419355 0.87662338 0.84415584]; 0.8530120481927711; 0.8265060240963855; 0.8956228956228957; 0.9253731343283582; 0.9223803363518758; 0.9256144890038809; 0.8423772609819121; 0.8316326530612245; 0.8518893858913429; 0.8363636363636362; 0.8401826484018264; 0.8257035690988724; 0.8952702702702704; 0.8922558922558923; 0.8956228956228957
ensemble_model_v2_N26_B0_E26_nb_zones_10_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 1384; 461; 461; 0.6001734605377277; 0.19991326973113616; 0.19991326973113616; [0.86330935 0.84172662 0.8442029  0.87681159 0.88043478]; 0.8134490238611713; 0.8112798264642083; 0.8811795316565482; 0.9257898603967671; 0.9104046242774566; 0.9270231213872832; 0.8130434782608695; 0.7663934426229508; 0.8163764448137796; 0.7903614457831326; 0.7522935779816514; 0.8082455544229246; 0.877459749552773; 0.8500866551126517; 0.8812065220007703
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; 12; svd_reconstruct; svd; 1728; 576; 576; 0.6; 0.2; 0.2; [0.64739884 0.63872832 0.64450867 0.63294798 0.61046512]; 0.6080246913580247; 0.5679012345679012; 0.8842592592592593; 0.9953542392566782; 0.9918981481481481; 0.9953703703703703; 0.7208791208791209; 0.9879518072289156; 0.5984062833612932; 0.6902654867256638; 0.9873417721518988; 0.5780082354735397; 0.8953974895397491; 0.9907407407407407; 0.8842592592592592
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; 12; svd_reconstruct; svd; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.84340659 0.85164835 0.85714286 0.79945055 0.84615385]; 0.8165467625899281; 0.8489208633093526; 0.9562289562289562; 0.9939192924267551; 0.987912087912088; 0.993956043956044; 0.8360128617363344; 0.9420289855072463; 0.8174430641821946; 0.8636363636363635; 0.95; 0.8481884057971014; 0.957166392092257; 0.9781144781144782; 0.9562289562289563
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svd; 26; 0; 26; zones; svd_reconstruct; svd; 1716; 572; 572; 0.6; 0.2; 0.2; [0.86046512 0.85174419 0.84883721 0.88304094 0.83333333]; 0.8454545454545455; 0.8121212121212121; 0.9297138047138047; 0.9684579439252335; 0.9662004662004662; 0.9685314685314685; 0.8668407310704961; 0.9120879120879121; 0.8378007128007128; 0.8132530120481928; 0.9121621621621622; 0.8214656964656966; 0.9311907704985579; 0.9511784511784511; 0.9297138047138048
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; 12; svd_reconstruct; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.83241758 0.82596685 0.83701657 0.81767956 0.85359116]; 0.8191489361702128; 0.7872340425531915; 0.8291245791245792; 0.8439978847170808; 0.8807947019867549; 0.8371964679911699; 0.8210526315789474; 0.8068965517241379; 0.8195066700226529; 0.7727272727272726; 0.7445255474452555; 0.7860558771709036; 0.8336065573770491; 0.8560606060606061; 0.8291245791245792
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; 12; svd_reconstruct; svdn; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.85755814 0.7877907  0.82267442 0.81395349 0.79824561]; 0.8662613981762918; 0.8753799392097265; 0.8901515151515151; 0.9015659955257271; 0.9383003492433062; 0.8975552968568102; 0.877094972067039; 0.8971428571428571; 0.8641558441558442; 0.8746177370030581; 0.9285714285714286; 0.8785714285714284; 0.8944601698342095; 0.930976430976431; 0.8901515151515151
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svdn; 26; 0; 26; zones; svd_reconstruct; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.80939227 0.82872928 0.82222222 0.84444444 0.83333333]; 0.8006993006993007; 0.8286713286713286; 0.8712121212121212; 0.8897464167585446; 0.8946784922394678; 0.8891352549889133; 0.8277945619335347; 0.958041958041958; 0.8006993006993006; 0.848297213622291; 0.958041958041958; 0.8286713286713286; 0.8760129659643436; 0.9099326599326599; 0.8712121212121212
svm_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; 12; svd_reconstruct; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.87988827 0.89664804 0.88826816 0.86312849 0.8603352 ]; 0.78839590443686; 0.8020477815699659; 0.8653198653198653; 0.8851894374282434; 0.8614525139664805; 0.888268156424581; 0.7960526315789473; 0.8287671232876712; 0.788533221507781; 0.8092105263157895; 0.8367346938775511; 0.801928990774392; 0.8638297872340425; 0.8543771043771043; 0.8653198653198653
ensemble_model_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; 12; svd_reconstruct; svdne; 1716; 572; 572; 0.6; 0.2; 0.2; [0.85755814 0.84302326 0.87209302 0.80701754 0.85087719]; 0.8666666666666667; 0.8878787878787879; 0.9031986531986532; 0.9128145114101814; 0.9090909090909091; 0.9131701631701632; 0.8728323699421966; 0.9041916167664671; 0.8662062378310864; 0.8908554572271387; 0.9263803680981595; 0.8883398846478822; 0.9039264828738514; 0.9107744107744108; 0.9031986531986533
ensemble_model_v2_N26_B0_E26_nb_zones_12_svd_reconstruct_svdne; 26; 0; 26; zones; svd_reconstruct; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.86158192 0.86158192 0.8700565  0.8700565  0.85875706]; 0.7986798679867987; 0.7986798679867987; 0.8964646464646465; 0.9300225733634312; 0.9310734463276836; 0.9299435028248588; 0.7999999999999999; 0.782051282051282; 0.7991889063317634; 0.7986798679867986; 0.8231292517006803; 0.799385138670853; 0.8966386554621848; 0.8981481481481481; 0.8964646464646464
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; 4; svd_reconstruct; svd; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.71186441 0.68644068 0.76271186 0.73275862 0.75862069]; 0.676923076923077; 0.7282051282051282; 0.8616803278688525; 0.9664902998236331; 0.9351535836177475; 0.9675767918088738; 0.7385892116182574; 0.898989898989899; 0.6734532828282829; 0.7782426778242679; 0.9029126213592233; 0.7177606585056986; 0.8710601719197708; 0.9212121212121213; 0.8608139608139609
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; 4; svd_reconstruct; svd; 588; 196; 196; 0.6; 0.2; 0.2; [0.8559322  0.83898305 0.79661017 0.83050847 0.81034483]; 0.7704081632653061; 0.8316326530612245; 0.9193877551020408; 0.9982964224872232; 0.9965986394557823; 0.9982993197278911; 0.7982062780269059; 0.9081632653061225; 0.7704081632653061; 0.8595744680851064; 0.9528301886792453; 0.820859538784067; 0.9244019138755981; 0.9698795180722891; 0.9185497175423687
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.78688525 0.83606557 0.93442623 0.85       0.875     ]; 0.8811881188118812; 0.8118811881188119; 0.9287128712871288; 0.9836065573770492; 0.9900990099009901; 0.9834983498349835; 0.8867924528301887; 0.8623853211009175; 0.8828055637762653; 0.8207547169811321; 0.8207547169811321; 0.8114190251572329; 0.9303675048355899; 0.9285714285714286; 0.9287166085946574
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; 4; svd_reconstruct; svdn; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.8359375  0.83333333 0.81746032 0.87301587 0.76984127]; 0.8095238095238095; 0.7904761904761904; 0.8165399239543726; 0.8484005563282337; 0.9651898734177216; 0.8275316455696202; 0.8333333333333333; 0.9433962264150944; 0.8082365747460087; 0.8181818181818182; 0.9339622641509434; 0.7890965166908562; 0.839300582847627; 0.9545454545454546; 0.8160131852879945
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; 4; svd_reconstruct; svdn; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.8245614  0.76315789 0.79824561 0.84210526 0.78571429]; 0.8042328042328042; 0.783068783068783; 0.904862579281184; 0.9793103448275862; 1.0; 0.9788732394366197; 0.846473029045643; 0.9714285714285714; 0.7833333333333334; 0.8225108225108224; 0.9693877551020408; 0.7759026687598115; 0.9144486692015209; 0.9876796714579056; 0.9023365677550965
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.84677419 0.7983871  0.82786885 0.83606557 0.76229508]; 0.7647058823529411; 0.7892156862745098; 0.8796477495107632; 0.9501557632398754; 0.993485342019544; 0.9478827361563518; 0.7777777777777778; 0.7924528301886793; 0.7635733538698498; 0.8036529680365296; 0.8627450980392157; 0.7892156862745099; 0.8857938718662952; 0.9262135922330097; 0.8792803661362287
svm_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; 4; svd_reconstruct; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.86153846 0.89230769 0.83846154 0.86923077 0.87692308]; 0.8009259259259259; 0.7916666666666666; 0.8641404805914972; 0.9059011164274322; 0.8738461538461538; 0.9092307692307693; 0.8273092369477912; 0.9716981132075472; 0.8040308747855918; 0.8; 0.9183673469387755; 0.8024040124524385; 0.8664850136239781; 0.9017013232514177; 0.8649555440850218
ensemble_model_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; 4; svd_reconstruct; svdne; 736; 245; 245; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.79054054 0.81756757 0.85810811 0.87671233 0.78767123]; 0.7755102040816326; 0.8408163265306122; 0.8792822185970636; 0.928191489361702; 0.9483695652173914; 0.9266304347826086; 0.782608695652174; 0.7734375; 0.775607638888889; 0.8340425531914893; 0.8032786885245902; 0.8406637345061976; 0.8806451612903227; 0.883495145631068; 0.879247572815534
ensemble_model_v2_N26_B37_E63_nb_zones_4_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.93859649 0.92105263 0.89473684 0.92105263 0.95535714]; 0.7671957671957672; 0.7301587301587301; 0.8657505285412262; 0.9438596491228068; 0.9471830985915493; 0.9436619718309858; 0.8166666666666667; 0.9514563106796117; 0.7489839692932942; 0.7811158798283261; 0.9479166666666666; 0.726646505376344; 0.87823585810163; 0.94824016563147; 0.8639688949107674
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; 6; svd_reconstruct; svd; 776; 258; 258; 0.6006191950464397; 0.1996904024767802; 0.1996904024767802; [0.71153846 0.78205128 0.73076923 0.72727273 0.75324675]; 0.7364341085271318; 0.6782945736434108; 0.8738390092879257; 0.9842931937172774; 0.9690721649484536; 0.9845360824742269; 0.7687074829931971; 0.837037037037037; 0.7315266485998193; 0.6981818181818182; 0.8421052631578947; 0.6953581871345029; 0.8777194298574644; 0.9183673469387755; 0.8744508490419068
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; 6; svd_reconstruct; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.80978261 0.80978261 0.79120879 0.7967033  0.78571429]; 0.819078947368421; 0.8256578947368421; 0.9152431011826544; 0.9766925638179801; 0.962800875273523; 0.977024070021882; 0.8172757475083057; 0.7784810126582279; 0.8207473556441826; 0.8239202657807309; 0.8; 0.8261744966442953; 0.9141716566866267; 0.8922077922077922; 0.9155187897209174
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.82828283 0.8030303  0.81313131 0.84183673 0.79081633]; 0.7865853658536586; 0.8048780487804879; 0.8982947624847747; 0.966900702106319; 0.9776876267748479; 0.9665314401622719; 0.7619047619047619; 0.7225806451612903; 0.7832556404997203; 0.8150289017341041; 0.8245614035087719; 0.8040004469773159; 0.8979841172877215; 0.8974358974358975; 0.8982926753279122
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; 6; svd_reconstruct; svdn; 778; 259; 259; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.78205128 0.80769231 0.78205128 0.83974359 0.7987013 ]; 0.833976833976834; 0.8223938223938224; 0.8132716049382716; 0.8301886792452831; 0.961439588688946; 0.8033419023136247; 0.8424908424908426; 0.9426229508196722; 0.8399246140959675; 0.8424657534246576; 0.9461538461538461; 0.8219141323792487; 0.834924965893588; 0.9547581903276131; 0.8147836753164783
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; 6; svd_reconstruct; svdn; 912; 304; 304; 0.6; 0.2; 0.2; [0.85326087 0.93406593 0.82417582 0.84065934 0.87912088]; 0.7532894736842105; 0.805921052631579; 0.8447368421052631; 0.896761133603239; 0.9714912280701754; 0.8881578947368421; 0.7899159663865546; 0.9215686274509803; 0.7521750422023112; 0.8374655647382919; 0.9440993788819876; 0.797224514615819; 0.8618266978922716; 0.9558441558441558; 0.8432554112554113
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.8        0.73529412 0.75294118 0.77647059 0.77058824]; 0.8091872791519434; 0.8162544169611308; 0.8637005649717514; 0.9036544850498338; 0.96; 0.8976470588235294; 0.8200000000000001; 0.8723404255319149; 0.8094096493856758; 0.8289473684210527; 0.8513513513513513; 0.8145645645645646; 0.87193098871931; 0.9201680672268907; 0.8632179367473485
svm_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; 6; svd_reconstruct; svdne; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.84042553 0.82446809 0.84574468 0.82446809 0.8172043 ]; 0.8365384615384616; 0.7692307692307693; 0.8201024327784892; 0.8377823408624231; 0.8699360341151386; 0.8315565031982943; 0.8477611940298508; 0.8502994011976048; 0.8354945281850092; 0.76; 0.7972027972027972; 0.771382463690156; 0.8253573648228715; 0.8523748395378691; 0.8201848654905184
ensemble_model_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; 6; svd_reconstruct; svdne; 802; 267; 267; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.86419753 0.80625    0.84375    0.8375     0.825     ]; 0.8127340823970037; 0.8352059925093633; 0.8600299401197605; 0.8827238335435057; 0.8728179551122195; 0.8840399002493766; 0.8251748251748252; 0.8872180451127819; 0.8130120076310178; 0.8493150684931507; 0.9117647058823529; 0.8337449483610238; 0.863603209336251; 0.8835820895522388; 0.8599592129442876
ensemble_model_v2_N26_B37_E63_nb_zones_6_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.88020833 0.859375   0.90625    0.84375    0.89583333]; 0.828125; 0.76875; 0.891875; 0.9531914893617022; 0.9333333333333333; 0.9541666666666667; 0.8387096774193549; 0.8881987577639752; 0.827747177624126; 0.8021390374331551; 0.8379888268156425; 0.7594199453227147; 0.8954682779456195; 0.9036585365853659; 0.8915728580362727
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; 8; svd_reconstruct; svd; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.72727273 0.73553719 0.73966942 0.73553719 0.73966942]; 0.7270471464019851; 0.7419354838709677; 0.8923611111111112; 0.9975186104218362; 0.996694214876033; 0.997520661157025; 0.7290640394088671; 0.7956989247311828; 0.7319508448540707; 0.7636363636363636; 0.8076923076923077; 0.7397435897435898; 0.894403892944039; 0.91991991991992; 0.892604994374906
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; 8; svd_reconstruct; svd; 1176; 392; 392; 0.6; 0.2; 0.2; [0.84322034 0.75847458 0.81779661 0.82051282 0.79487179]; 0.8086734693877551; 0.826530612244898; 0.9209183673469388; 0.9896907216494846; 0.9795918367346939; 0.9897959183673469; 0.8148148148148148; 0.8776595744680851; 0.8113788068418857; 0.8373205741626794; 0.8706467661691543; 0.8253757391055195; 0.9219929542023151; 0.9375639713408394; 0.9209691677660452
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 1096; 365; 365; 0.6002190580503833; 0.19989047097480833; 0.19989047097480833; [0.84545455 0.85909091 0.81818182 0.8440367  0.88990826]; 0.8246575342465754; 0.810958904109589; 0.8981380065717415; 0.9525514771709938; 0.9708029197080292; 0.9516423357664234; 0.84; 0.9180327868852459; 0.8244010088272385; 0.8207792207792209; 0.9186046511627907; 0.8168152789492709; 0.9022082018927444; 0.9501661129568106; 0.8987016913646458
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; 8; svd_reconstruct; svdn; 1084; 361; 361; 0.6002214839424141; 0.1998892580287929; 0.1998892580287929; [0.78440367 0.83027523 0.81018519 0.80092593 0.79166667]; 0.8033240997229917; 0.8116343490304709; 0.8654485049833887; 0.9123102866779089; 0.9981549815498155; 0.904059040590406; 0.8011204481792719; 0.8171428571428572; 0.8037327188940092; 0.8162162162162162; 0.8435754189944135; 0.8118975996070967; 0.872974385781495; 0.9319196428571429; 0.8659598214285714
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; 8; svd_reconstruct; svdn; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.812 0.872 0.836 0.824 0.852]; 0.7860576923076923; 0.7956730769230769; 0.8410182516810759; 0.8825729244577412; 0.944; 0.8743999999999998; 0.8187372708757636; 0.9901477832512315; 0.7908485395129398; 0.8232848232848233; 0.9705882352941176; 0.7989733629300777; 0.8566478995236033; 0.9583333333333334; 0.8420238095238096
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 1064; 354; 354; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.76168224 0.80841121 0.77830189 0.83018868 0.83018868]; 0.8107344632768362; 0.7824858757062146; 0.8448081264108352; 0.8835555555555554; 0.9342105263157895; 0.8768796992481203; 0.8445475638051044; 0.9732620320855615; 0.8010022735278106; 0.8010335917312662; 0.9748427672955975; 0.8002418964683116; 0.8584662892434379; 0.9498861047835991; 0.8457484215193164
svm_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; 8; svd_reconstruct; svdne; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.86637931 0.85344828 0.80869565 0.81304348 0.88695652]; 0.78125; 0.8151041666666666; 0.8574401664932362; 0.8971477960242005; 0.8994800693240901; 0.8968804159445407; 0.772972972972973; 0.7295918367346939; 0.7823491098567087; 0.7953890489913545; 0.7301587301587301; 0.8137973137973139; 0.8537886872998932; 0.8316008316008316; 0.8574670824670825
ensemble_model_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; 8; svd_reconstruct; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.76209677 0.76422764 0.84146341 0.80894309 0.85772358]; 0.8390243902439024; 0.8512195121951219; 0.8786549707602339; 0.9024; 0.9155844155844156; 0.900974025974026; 0.8390243902439023; 0.819047619047619; 0.8395238095238096; 0.8493827160493828; 0.8390243902439024; 0.8512195121951219; 0.8794188861985472; 0.8806983511154219; 0.8786449640004141
ensemble_model_v2_N26_B37_E63_nb_zones_8_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.8531746  0.83730159 0.86904762 0.788      0.804     ]; 0.7799043062200957; 0.84688995215311; 0.8833652007648184; 0.9307086614173228; 0.9410828025477707; 0.929936305732484; 0.7870370370370371; 0.783410138248848; 0.7797647706169613; 0.8415841584158416; 0.8252427184466019; 0.8465836233742444; 0.8841405508072175; 0.8858230256898192; 0.8833533956499047
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; 10; svd_reconstruct; svd; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.81879195 0.81543624 0.81543624 0.81879195 0.79865772]; 0.7065462753950339; 0.6523702031602708; 0.8804713804713805; 1.0; 1.0; 1.0; 0.742063492063492; 0.8657407407407407; 0.7104034100179474; 0.7015503875968992; 0.7973568281938326; 0.6486784140969163; 0.8868525896414343; 0.9368686868686869; 0.8804713804713804
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; 10; svd_reconstruct; svd; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.89072848 0.83112583 0.84666667 0.81666667 0.84666667]; 0.7706422018348624; 0.7775229357798165; 0.8943602693602694; 0.964; 0.961436170212766; 0.9640957446808511; 0.794238683127572; 0.8935185185185185; 0.7717592592592593; 0.7957894736842106; 0.8590909090909091; 0.7767676767676768; 0.8980089394555059; 0.9301346801346801; 0.8943602693602694
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.84027778 0.8125     0.84027778 0.82986111 0.85416667]; 0.8034188034188035; 0.7991452991452992; 0.9006734006734006; 0.9648876404494382; 0.9541666666666667; 0.9652777777777777; 0.8159999999999998; 0.9272727272727272; 0.8104105571847507; 0.825278810408922; 0.8951612903225806; 0.7930351906158357; 0.9041429731925265; 0.9368686868686869; 0.9006734006734006
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; 10; svd_reconstruct; svdn; 1464; 488; 488; 0.6; 0.2; 0.2; [0.77891156 0.72789116 0.77054795 0.78767123 0.78424658]; 0.8837719298245614; 0.8859649122807017; 0.827020202020202; 0.8138686131386861; 0.9139344262295082; 0.7909836065573771; 0.8819599109131402; 0.9295774647887324; 0.8865994319828436; 0.8947368421052632; 0.9094650205761317; 0.8843099750767981; 0.8411287205257054; 0.9158249158249159; 0.827020202020202
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; 10; svd_reconstruct; svdn; 1494; 498; 498; 0.6; 0.2; 0.2; [0.79       0.75       0.79530201 0.76174497 0.82214765]; 0.800453514739229; 0.8208616780045351; 0.8968855218855218; 0.9496774193548387; 0.9852744310575636; 0.9477911646586346; 0.8026905829596411; 0.8211009174311926; 0.8006849878635784; 0.8263736263736263; 0.8430493273542601; 0.8206072324844694; 0.9000407996736025; 0.9284511784511784; 0.8968855218855217
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.74315068 0.76369863 0.78275862 0.76896552 0.76206897]; 0.8329718004338394; 0.8286334056399133; 0.8665824915824916; 0.8949771689497716; 0.9436038514442916; 0.889270976616231; 0.8475247524752475; 0.8842975206611571; 0.8302766142118571; 0.8336842105263158; 0.9041095890410958; 0.8322200837767463; 0.8738559490648627; 0.9242424242424242; 0.8665824915824916
svm_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; 10; svd_reconstruct; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.84027778 0.84722222 0.83680556 0.84722222 0.85314685]; 0.767590618336887; 0.7654584221748401; 0.8308080808080808; 0.878243512974052; 0.9179415855354659; 0.8727399165507649; 0.7985212569316081; 0.9037656903765691; 0.7649263234491541; 0.7876447876447877; 0.8869565217391304; 0.7677460432963434; 0.8430913348946136; 0.9090909090909091; 0.8308080808080808
ensemble_model_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; 10; svd_reconstruct; svdne; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.84827586 0.82413793 0.8137931  0.80344828 0.84137931]; 0.8142548596112311; 0.8336933045356372; 0.8632154882154882; 0.893421052631579; 0.9365517241379311; 0.8882758620689655; 0.8266129032258064; 0.8613445378151261; 0.8128944911297853; 0.8385744234800839; 0.8888888888888888; 0.8352007469654528; 0.869634977938227; 0.9124579124579124; 0.8632154882154883
ensemble_model_v2_N26_B37_E63_nb_zones_10_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.88255034 0.86241611 0.86241611 0.86486486 0.86486486]; 0.7528089887640449; 0.7528089887640449; 0.8518518518518519; 0.9145077720207254; 0.9502018842530283; 0.911170928667564; 0.7755102040816326; 0.8715596330275229; 0.7551630764256558; 0.7791164658634537; 0.8546255506607929; 0.7507072707432405; 0.8609794628751974; 0.9175084175084175; 0.8518518518518519
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; 12; svd_reconstruct; svd; 1872; 624; 624; 0.6; 0.2; 0.2; [0.78457447 0.78342246 0.79411765 0.78877005 0.76470588]; 0.6785714285714286; 0.7261904761904762; 0.9099326599326599; 0.9660297239915074; 0.9722222222222222; 0.9658119658119659; 0.6639004149377593; 0.6153846153846154; 0.6806431273644389; 0.7136929460580913; 0.7049180327868853; 0.7255359394703658; 0.9095519864750634; 0.9057239057239057; 0.9099326599326599
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; 12; svd_reconstruct; svd; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.81818182 0.83522727 0.83714286 0.85142857 0.84571429]; 0.7942122186495176; 0.7363344051446945; 0.9351851851851852; 0.995418098510882; 0.9908779931584949; 0.9954389965792474; 0.7777777777777778; 0.7567567567567568; 0.7924888078262311; 0.7191780821917808; 0.6441717791411042; 0.7410048084894709; 0.9337919174548582; 0.9141414141414141; 0.9351851851851851
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svd; 26; 37; 63; zones; svd_reconstruct; svd; 1680; 560; 560; 0.6; 0.2; 0.2; [0.83333333 0.8422619  0.8452381  0.80059524 0.83333333]; 0.7787356321839081; 0.7758620689655172; 0.9099326599326599; 0.964691801316577; 0.9595238095238096; 0.9648809523809524; 0.7843137254901961; 0.8284023668639053; 0.78012297114145; 0.8020304568527917; 0.88268156424581; 0.7727017288684672; 0.9116432700247729; 0.9292929292929293; 0.9099326599326599
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; 12; svd_reconstruct; svdn; 1764; 588; 588; 0.6; 0.2; 0.2; [0.8220339  0.83050847 0.82954545 0.85227273 0.83522727]; 0.6339869281045751; 0.7156862745098039; 0.8552188552188552; 0.9235635213494993; 0.9931972789115646; 0.9178004535147392; 0.6939890710382514; 0.8355263157894737; 0.6352956254272043; 0.7590027700831025; 0.8896103896103896; 0.714542036910458; 0.8689024390243902; 0.9595959595959596; 0.8552188552188552
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; 12; svd_reconstruct; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.78055556 0.81944444 0.80555556 0.76666667 0.80167598]; 0.8512110726643599; 0.8615916955017301; 0.9246632996632996; 0.9491525423728813; 0.996662958843159; 0.946607341490545; 0.866043613707165; 0.9266666666666666; 0.8482254196642687; 0.8675496688741722; 0.9424460431654677; 0.8645563549160671; 0.9287136598964556; 0.9814814814814815; 0.9246632996632996
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svdn; 26; 37; 63; zones; svd_reconstruct; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.78370787 0.77247191 0.79775281 0.76553672 0.77683616]; 0.7966666666666666; 0.7933333333333333; 0.8754208754208754; 0.9081253319171535; 0.9628378378378378; 0.9025900900900902; 0.8337874659400546; 0.9683544303797469; 0.7869941165983243; 0.8143712574850299; 0.9577464788732394; 0.801658049563202; 0.8854489164086687; 0.9629629629629629; 0.8754208754208753
svm_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; 12; svd_reconstruct; svdne; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.84782609 0.88797814 0.88797814 0.87978142 0.84699454]; 0.6948529411764706; 0.6727941176470589; 0.8459595959595959; 0.8993775933609958; 0.9465065502183406; 0.8941048034934497; 0.7381703470031546; 0.8602941176470589; 0.6948529411764707; 0.7119741100323624; 0.8088235294117647; 0.6727941176470589; 0.8566953797963978; 0.9208754208754208; 0.8459595959595958
ensemble_model_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; 12; svd_reconstruct; svdne; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.81686047 0.84795322 0.84210526 0.84795322 0.79824561]; 0.8674698795180723; 0.8433734939759037; 0.8876262626262627; 0.9015544041450778; 0.9147196261682243; 0.9001168224299064; 0.8682634730538922; 0.8950617283950617; 0.8681190994916484; 0.8461538461538461; 0.8411764705882353; 0.8434277414669571; 0.8891656288916562; 0.9015151515151515; 0.8876262626262625
ensemble_model_v2_N26_B37_E63_nb_zones_12_svd_reconstruct_svdne; 26; 37; 63; zones; svd_reconstruct; svdne; 1746; 582; 582; 0.6; 0.2; 0.2; [0.85714286 0.87428571 0.86857143 0.84770115 0.87068966]; 0.746031746031746; 0.7301587301587301; 0.8632154882154882; 0.9107142857142857; 0.9347079037800687; 0.9083619702176403; 0.7802197802197802; 0.8930817610062893; 0.7446178035800677; 0.765840220385675; 0.8910256410256411; 0.7316763425253991; 0.8709805478364431; 0.9234006734006734; 0.8632154882154882
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; 4; svd_reconstruct; svd; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.81818182 0.79090909 0.79090909 0.84545455 0.7962963 ]; 0.7692307692307693; 0.7692307692307693; 0.8717105263157895; 0.9359223300970874; 0.8795620437956204; 0.9397810218978102; 0.7980769230769231; 0.9120879120879121; 0.7692307692307692; 0.7613636363636362; 0.8589743589743589; 0.780448717948718; 0.8698553948832035; 0.8826185101580135; 0.8720128798124822
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; 4; svd_reconstruct; svd; 516; 172; 172; 0.6; 0.2; 0.2; [0.89423077 0.85576923 0.86538462 0.88235294 0.8627451 ]; 0.8197674418604651; 0.7965116279069767; 0.9069767441860465; 0.9735849056603774; 1.0; 0.9728682170542636; 0.8442211055276382; 0.8936170212765957; 0.8121931260229134; 0.8066298342541436; 0.8588235294117647; 0.7972278566599054; 0.9120879120879121; 0.9496567505720824; 0.9062704556642919
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.76724138 0.81896552 0.81896552 0.82758621 0.81034483]; 0.8134715025906736; 0.8186528497409327; 0.9037267080745341; 0.9611307420494699; 0.9379310344827586; 0.9620689655172414; 0.8181818181818181; 0.8617021276595744; 0.8146894476681712; 0.8309178743961352; 0.9148936170212766; 0.8210831721470019; 0.9042224510813595; 0.9184100418410042; 0.9038771520680432
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; 4; svd_reconstruct; svdn; 476; 158; 158; 0.601010101010101; 0.1994949494949495; 0.1994949494949495; [0.76041667 0.73958333 0.79166667 0.73404255 0.70212766]; 0.8164556962025317; 0.8291139240506329; 0.7777777777777778; 0.7909407665505227; 0.9537815126050421; 0.7478991596638657; 0.8527918781725888; 0.9767441860465116; 0.8008720930232558; 0.8540540540540541; 0.9753086419753086; 0.825316658649992; 0.8158995815899581; 0.9629629629629629; 0.7734711455641687
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; 4; svd_reconstruct; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.81746032 0.84126984 0.85714286 0.84920635 0.88095238]; 0.8333333333333334; 0.8047619047619048; 0.8571428571428571; 0.8878787878787879; 0.9301587301587302; 0.8825396825396826; 0.8510638297872342; 0.9615384615384616; 0.8345428156748912; 0.844106463878327; 0.9568965517241379; 0.7869589141599412; 0.8704663212435233; 0.9420560747663551; 0.8554940568006533
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 570; 190; 190; 0.6; 0.2; 0.2; [0.86842105 0.9122807  0.87719298 0.92105263 0.88596491]; 0.7631578947368421; 0.7526315789473684; 0.8863157894736842; 0.9726962457337883; 1.0; 0.9719298245614035; 0.7945205479452055; 0.87; 0.7572222222222222; 0.7772511848341231; 0.8723404255319149; 0.7538785460992908; 0.8937007874015748; 0.9478079331941545; 0.8857935632000496
svm_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; 4; svd_reconstruct; svdne; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.8880597  0.85074627 0.89552239 0.84328358 0.87878788]; 0.8333333333333334; 0.8018018018018018; 0.8606115107913669; 0.8821656050955414; 0.8293413173652695; 0.8892215568862275; 0.8370044052863436; 0.8715596330275229; 0.8340099050093367; 0.8053097345132744; 0.8125; 0.8017045454545455; 0.8566142460684552; 0.8342342342342343; 0.8605641548190919
ensemble_model_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; 4; svd_reconstruct; svdne; 642; 214; 214; 0.6; 0.2; 0.2; [0.88461538 0.8359375  0.8203125  0.8515625  0.8984375 ]; 0.7990654205607477; 0.8177570093457944; 0.8728971962616823; 0.9145569620253164; 0.9003115264797508; 0.9158878504672897; 0.7922705314009661; 0.7884615384615384; 0.7987762237762237; 0.8; 0.7878787878787878; 0.8156785243741765; 0.8684719535783365; 0.8568702290076335; 0.8725743086430108
ensemble_model_v2_N26_B87_E113_nb_zones_4_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.75471698 0.75471698 0.73584906 0.83018868 0.79245283]; 0.8181818181818182; 0.8409090909090909; 0.8662131519274376; 0.8905660377358491; 0.8905660377358491; 0.8905660377358491; 0.8260869565217391; 0.7835051546391752; 0.8221323241550306; 0.8426966292134831; 0.8241758241758241; 0.8414996767937944; 0.8677130044843049; 0.8543046357615894; 0.8665462572747342
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; 6; svd_reconstruct; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.84736842 0.85106383 0.79255319 0.87234043 0.79255319]; 0.7770700636942676; 0.7898089171974523; 0.8751592356687898; 0.9360341151385927; 0.9320594479830149; 0.9363057324840764; 0.8087431693989072; 0.9367088607594937; 0.7760467380720546; 0.8156424581005586; 0.9182389937106918; 0.788151754919862; 0.8820697954271962; 0.9302030456852792; 0.8749480701572176
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; 6; svd_reconstruct; svd; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.88947368 0.91052632 0.88297872 0.88829787 0.88297872]; 0.7866242038216561; 0.7420382165605095; 0.8797709923664122; 0.9580348004094167; 0.9915254237288136; 0.9565677966101694; 0.8194070080862533; 0.9325153374233128; 0.7808272051354974; 0.7828418230563002; 0.9182389937106918; 0.7397646581456685; 0.8901801278326553; 0.964735516372796; 0.8788973211684031
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.74712644 0.75       0.79651163 0.75581395 0.77906977]; 0.8432055749128919; 0.8466898954703833; 0.8955431754874652; 0.928654970760234; 0.9211136890951276; 0.9292343387470998; 0.8207171314741037; 0.7304964539007093; 0.8412756242106286; 0.824; 0.7518248175182481; 0.8425790754257908; 0.8893805309734514; 0.8504936530324401; 0.894985478510718
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; 6; svd_reconstruct; svdn; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.64942529 0.70114943 0.66091954 0.62790698 0.65697674]; 0.7361111111111112; 0.7569444444444444; 0.7787794729542302; 0.8334937439846006; 1.0; 0.8002309468822171; 0.7764705882352942; 0.9850746268656716; 0.7522775731730955; 0.7988505747126435; 0.9652777777777778; 0.7569444444444444; 0.8152866242038217; 0.9901547116736991; 0.7816710630871915
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; 6; svd_reconstruct; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.81868132 0.7967033  0.85555556 0.86666667 0.83888889]; 0.8106312292358804; 0.7906976744186046; 0.8333333333333334; 0.871694417238002; 0.9845132743362832; 0.8550884955752213; 0.841225626740947; 0.9320987654320988; 0.8005817568167689; 0.8254847645429362; 0.9030303030303031; 0.7787210338680927; 0.8558299827685238; 0.9563543003851092; 0.8289336838926922
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; [0.77272727 0.78282828 0.78282828 0.77777778 0.77040816]; 0.8145896656534954; 0.8480243161094225; 0.8554070473876063; 0.8793922127255461; 0.937246963562753; 0.8714574898785425; 0.8242074927953891; 0.89375; 0.8166974852071006; 0.8655913978494625; 0.9526627218934911; 0.8450813609467456; 0.8656884875846501; 0.9319562575941677; 0.8554070473876063
svm_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; 6; svd_reconstruct; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.875      0.85416667 0.80729167 0.86979167 0.875     ]; 0.79375; 0.8; 0.841875; 0.8768768768768769; 0.9125; 0.8718750000000001; 0.8092485549132947; 0.8860759493670886; 0.7948898265353961; 0.8128654970760234; 0.8580246913580247; 0.7992655102359744; 0.8500296384113812; 0.89625; 0.8418749999999999
ensemble_model_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; 6; svd_reconstruct; svdne; 788; 262; 262; 0.600609756097561; 0.19969512195121952; 0.19969512195121952; [0.87974684 0.84810127 0.84177215 0.86075949 0.78846154]; 0.8282442748091603; 0.7977099236641222; 0.8887195121951219; 0.9400000000000001; 0.9543147208121827; 0.9390862944162436; 0.8432055749128919; 0.852112676056338; 0.826056338028169; 0.8029739776951673; 0.84375; 0.7987406716417912; 0.892330383480826; 0.911144578313253; 0.8884426595269969
ensemble_model_v2_N26_B87_E113_nb_zones_6_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.82142857 0.83673469 0.78350515 0.79896907 0.8556701 ]; 0.8580246913580247; 0.8302469135802469; 0.8668310727496917; 0.8869223205506391; 0.9260780287474333; 0.8819301848049281; 0.8630952380952381; 0.8841463414634146; 0.8576981707317074; 0.8467966573816156; 0.9101796407185628; 0.8277012853274344; 0.8738317757009346; 0.9144254278728606; 0.8664166940359328
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; 8; svd_reconstruct; svd; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.73305085 0.75847458 0.78389831 0.76271186 0.7991453 ]; 0.8214285714285714; 0.7933673469387755; 0.9036697247706422; 0.9666666666666666; 0.9354838709677419; 0.967741935483871; 0.8423423423423423; 1.0; 0.8292682926829268; 0.8322981366459626; 1.0; 0.7879581151832461; 0.9085631349782294; 0.9611054247697032; 0.9039029661919582
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; 8; svd_reconstruct; svd; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.77731092 0.83193277 0.82627119 0.80932203 0.77118644]; 0.817258883248731; 0.799492385786802; 0.9122718052738337; 0.981067125645439; 0.9628378378378378; 0.9814189189189189; 0.826923076923077; 0.864321608040201; 0.8167761886354851; 0.8167053364269142; 0.8627450980392157; 0.7971620227038184; 0.913887506222001; 0.9226130653266331; 0.9121765428987311
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.77876106 0.86283186 0.82300885 0.82589286 0.77678571]; 0.824; 0.8; 0.8976545842217484; 0.9540126239855725; 0.9396092362344582; 0.9547069271758437; 0.838235294117647; 0.9293478260869565; 0.8259304575460962; 0.813895781637717; 0.8864864864864865; 0.8011379800853485; 0.9; 0.927038626609442; 0.8978413472030262
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; 8; svd_reconstruct; svdn; 1136; 378; 378; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.73684211 0.76754386 0.78508772 0.75663717 0.74336283]; 0.8412698412698413; 0.8412698412698413; 0.8007399577167019; 0.805450416351249; 0.9366197183098591; 0.7737676056338028; 0.8584905660377359; 0.9629629629629629; 0.8412698412698412; 0.8591549295774649; 0.9682539682539683; 0.8412698412698413; 0.8263473053892214; 0.9482029598308668; 0.800739957716702
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; 8; svd_reconstruct; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.84051724 0.87931034 0.84913793 0.84051724 0.84347826]; 0.7772020725388601; 0.7927461139896373; 0.8414507772020725; 0.8846787479406919; 0.927461139896373; 0.8791018998272884; 0.8122270742358078; 0.9587628865979382; 0.7762564432989691; 0.8165137614678899; 0.967391304347826; 0.8005273353422299; 0.8548387096774193; 0.9414838035527691; 0.8422732481278747
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.85470085 0.84482759 0.85344828 0.84051724 0.85344828]; 0.7648578811369509; 0.7700258397932817; 0.8460743801652892; 0.9051446945337621; 0.9690189328743546; 0.8984509466437176; 0.8008752735229758; 0.953125; 0.7663060897435897; 0.8077753779697624; 0.949238578680203; 0.7667245524979963; 0.8622920517560074; 0.9618556701030928; 0.845834667349683
svm_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; 8; svd_reconstruct; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.84615385 0.82905983 0.82327586 0.84482759 0.82758621]; 0.770618556701031; 0.7525773195876289; 0.8407216494845361; 0.8980263157894737; 0.9381443298969072; 0.8934707903780068; 0.7944572748267898; 0.91005291005291; 0.7741219324133897; 0.7725118483412323; 0.8716577540106952; 0.7567243993934074; 0.8507967165620473; 0.9196242171189979; 0.8416858356470753
ensemble_model_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; 8; svd_reconstruct; svdne; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.8647541  0.83606557 0.8647541  0.85245902 0.82786885]; 0.7931034482758621; 0.8103448275862069; 0.8459645669291339; 0.8789808917197451; 0.9049180327868852; 0.8754098360655738; 0.7889447236180904; 0.7772277227722773; 0.793025626092021; 0.8144578313253011; 0.8578680203045685; 0.8117091297695092; 0.8487191880135333; 0.8701684836471755; 0.8461301851275955
ensemble_model_v2_N26_B87_E113_nb_zones_8_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.81415929 0.80530973 0.83035714 0.86160714 0.83482143]; 0.7754010695187166; 0.8074866310160428; 0.8696581196581197; 0.9210053859964094; 0.9128113879003559; 0.9217081850533808; 0.7407407407407407; 0.718562874251497; 0.76990945644942; 0.8115183246073299; 0.775; 0.8099137931034482; 0.8659340659340659; 0.8482238966630786; 0.8694990108978172
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; 10; svd_reconstruct; svd; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.80666667 0.81879195 0.82550336 0.82550336 0.76845638]; 0.8438914027149321; 0.8167420814479638; 0.8787878787878788; 0.90956749672346; 0.9302949061662198; 0.9075067024128687; 0.8588957055214723; 0.9210526315789473; 0.8413674372848008; 0.8316008316008316; 0.9345794392523364; 0.8203598950647648; 0.8846153846153846; 0.9292929292929293; 0.8787878787878788
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; 10; svd_reconstruct; svd; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.84265734 0.86713287 0.86713287 0.88380282 0.86267606]; 0.7410526315789474; 0.7157894736842105; 0.8602693602693603; 0.9494535519125683; 0.9747545582047685; 0.9481065918653576; 0.7775768535262206; 0.9071729957805907; 0.7414016239407155; 0.7635726795096323; 0.9159663865546218; 0.7153671595220366; 0.8717156105100464; 0.9494949494949495; 0.8602693602693602
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.83666667 0.85333333 0.84333333 0.80536913 0.82214765]; 0.7931818181818182; 0.8159090909090909; 0.8821548821548821; 0.929226736566186; 0.9478609625668449; 0.927807486631016; 0.7878787878787878; 0.7934272300469484; 0.7931893859485843; 0.8227571115973743; 0.8281938325991189; 0.8155053670037848; 0.8839137645107794; 0.8973063973063973; 0.8821548821548821
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; 10; svd_reconstruct; svdn; 1500; 500; 500; 0.6; 0.2; 0.2; [0.81       0.83333333 0.80333333 0.82       0.80333333]; 0.7945205479452054; 0.8013698630136986; 0.8606902356902357; 0.9055214723926379; 0.984; 0.8973333333333333; 0.8051948051948051; 0.8378378378378378; 0.7939189189189189; 0.8129032258064516; 0.875; 0.8023648648648649; 0.8705514274540478; 0.9368686868686869; 0.8606902356902356
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; 10; svd_reconstruct; svdn; 1412; 470; 470; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.82042254 0.84397163 0.82978723 0.84042553 0.82269504]; 0.7978723404255319; 0.776595744680851; 0.8231292517006803; 0.8631178707224334; 0.9645892351274787; 0.8470254957507082; 0.819047619047619; 0.9148936170212766; 0.7978723404255319; 0.8037383177570093; 0.9188034188034188; 0.777198319571201; 0.8423047763457164; 0.945531914893617; 0.8232332471664346
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [0.82484076 0.79299363 0.80769231 0.80769231 0.80769231]; 0.812807881773399; 0.8251231527093597; 0.8484848484848485; 0.874187832250443; 0.9462915601023018; 0.8638107416879794; 0.8382978723404256; 0.9425837320574163; 0.808855317805358; 0.8382687927107062; 0.934010152284264; 0.8282490952808881; 0.8616448885472713; 0.9436026936026936; 0.8484848484848485
svm_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; 10; svd_reconstruct; svdne; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.87748344 0.84       0.85666667 0.87333333 0.84      ]; 0.7482837528604119; 0.7597254004576659; 0.8257575757575758; 0.8761667703795892; 0.9374167776298269; 0.8675099866844208; 0.7782258064516129; 0.8391304347826087; 0.7432367149758454; 0.7692307692307693; 0.8454106280193237; 0.7640096618357488; 0.8381548084440968; 0.9023569023569024; 0.8257575757575757
ensemble_model_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; 10; svd_reconstruct; svdne; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.8        0.80967742 0.83116883 0.77922078 0.86038961]; 0.8461538461538461; 0.8076923076923077; 0.8463804713804713; 0.8596825396825397; 0.8769430051813472; 0.8568652849740932; 0.853211009174312; 0.9253731343283582; 0.8487330787920861; 0.829059829059829; 0.9023255813953488; 0.8043966215434456; 0.8527632109721661; 0.8897306397306397; 0.8463804713804713
ensemble_model_v2_N26_B87_E113_nb_zones_10_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.83       0.87666667 0.85       0.84563758 0.81879195]; 0.7886363636363637; 0.7931818181818182; 0.8598484848484849; 0.9020381328073636; 0.9171122994652406; 0.9004010695187165; 0.8074534161490682; 0.8944954128440367; 0.7895900487643607; 0.8092243186582809; 0.8693693693693694; 0.7924828498222993; 0.8657799274486095; 0.9040404040404041; 0.8598484848484848
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; 12; svd_reconstruct; svd; 1876; 625; 625; 0.600127959053103; 0.1999360204734485; 0.1999360204734485; [0.82446809 0.80851064 0.81117021 0.81550802 0.84491979]; 0.764; 0.752; 0.9330808080808081; 0.9793253536452666; 0.9594882729211087; 0.9797441364605544; 0.8195718654434251; 1.0; 0.7456896551724138; 0.7891156462585034; 1.0; 0.7686567164179104; 0.9353395689304596; 0.968013468013468; 0.9330808080808081
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; 12; svd_reconstruct; svd; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.80726257 0.83519553 0.85393258 0.79213483 0.85955056]; 0.7635135135135135; 0.7972972972972973; 0.9351851851851852; 0.9863791146424518; 0.9742152466367713; 0.9865470852017938; 0.789156626506024; 0.9424460431654677; 0.7737707922833708; 0.8324022346368716; 0.9490445859872612; 0.7874719332814003; 0.9371941272430668; 0.9671717171717171; 0.9351851851851852
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svd; 26; 87; 113; zones; svd_reconstruct; svd; 1734; 578; 578; 0.6; 0.2; 0.2; [0.87931034 0.82471264 0.84682081 0.86705202 0.8699422 ]; 0.7445482866043613; 0.7227414330218068; 0.8813131313131313; 0.9380234505862646; 0.9688581314878892; 0.9359861591695501; 0.768361581920904; 0.8774193548387097; 0.7489506412747764; 0.7664041994750656; 0.8795180722891566; 0.717178390983288; 0.8883610451306413; 0.9444444444444444; 0.8813131313131313
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; 12; svd_reconstruct; svdn; 1698; 566; 566; 0.6; 0.2; 0.2; [0.83235294 0.82058824 0.80294118 0.82058824 0.83431953]; 0.7581120943952803; 0.7404129793510325; 0.8021885521885522; 0.840933191940615; 0.934040047114252; 0.823321554770318; 0.7875647668393783; 0.9156626506024096; 0.7612995333936903; 0.7766497461928934; 0.884393063583815; 0.7373772546834738; 0.8237059264816203; 0.9242424242424242; 0.8021885521885522
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; 12; svd_reconstruct; svdn; 1836; 612; 612; 0.6; 0.2; 0.2; [0.79347826 0.7826087  0.82336957 0.82513661 0.80054645]; 0.7851851851851852; 0.8074074074074075; 0.8619528619528619; 0.8891149542217701; 0.9520697167755992; 0.8812636165577342; 0.7898550724637682; 0.8074074074074075; 0.7851851851851852; 0.8169014084507041; 0.8592592592592593; 0.8074074074074074; 0.8701504354711005; 0.9250841750841751; 0.861952861952862
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svdn; 26; 87; 113; zones; svd_reconstruct; svdn; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.82080925 0.82080925 0.79069767 0.80813953 0.81976744]; 0.7791411042944786; 0.8128834355828221; 0.8539562289562289; 0.8844492440604752; 0.9501160092807425; 0.8758700696055685; 0.8085106382978724; 0.95; 0.7822289156626505; 0.8398950131233596; 0.963855421686747; 0.8100527108433735; 0.866998850134151; 0.952020202020202; 0.8539562289562289
svm_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; 12; svd_reconstruct; svdne; 1794; 598; 598; 0.6; 0.2; 0.2; [0.87222222 0.83611111 0.8547486  0.86592179 0.82960894]; 0.7353951890034365; 0.7697594501718213; 0.8295454545454546; 0.8594507269789983; 0.8896321070234113; 0.8545150501672241; 0.764525993883792; 0.8116883116883117; 0.7306616740923311; 0.7744107744107744; 0.8394160583941606; 0.7736041330931842; 0.8367593712212817; 0.8737373737373737; 0.8295454545454546
ensemble_model_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; 12; svd_reconstruct; svdne; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.83516484 0.79120879 0.8480663  0.81767956 0.83977901]; 0.8185053380782918; 0.8362989323843416; 0.8741582491582491; 0.8904555314533622; 0.9051819184123484; 0.8886438809261301; 0.8222996515679443; 0.8740740740740741; 0.8205986808726535; 0.8456375838926175; 0.863013698630137; 0.8352105530187721; 0.876904075751338; 0.8964646464646465; 0.8741582491582492
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_reconstruct_svdne; 26; 87; 113; zones; svd_reconstruct; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.82485876 0.78248588 0.82386364 0.8125     0.82670455]; 0.8529411764705882; 0.8529411764705882; 0.8792087542087542; 0.8897593732512591; 0.9013605442176871; 0.8883219954648527; 0.8432055749128918; 0.7857142857142857; 0.8533834586466165; 0.8432055749128918; 0.7960526315789473; 0.8525717703349283; 0.8784413384159255; 0.872895622895623; 0.8792087542087542
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; 4; svd_reconstruct; svd; 648; 216; 216; 0.6; 0.2; 0.2; [0.80769231 0.86153846 0.86923077 0.77692308 0.7890625 ]; 0.8379629629629629; 0.8101851851851852; 0.8212962962962963; 0.8381742738589213; 0.9351851851851852; 0.8194444444444444; 0.851063829787234; 0.8620689655172413; 0.8360344827586207; 0.8144796380090498; 0.8571428571428571; 0.8114543114543115; 0.8363019508057676; 0.9045871559633027; 0.8205178770470718
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; 4; svd_reconstruct; svd; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.81818182 0.76363636 0.79090909 0.76363636 0.79090909]; 0.819672131147541; 0.8142076502732241; 0.8493449781659389; 0.8682745825602969; 0.850909090909091; 0.870909090909091; 0.8253968253968254; 0.8297872340425532; 0.8193879990437485; 0.8023255813953489; 0.8313253012048193; 0.8156626506024097; 0.8466666666666667; 0.8429203539823009; 0.8492619011290815
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.8880597  0.88059701 0.92537313 0.8358209  0.93181818]; 0.7657657657657657; 0.7387387387387387; 0.8767985611510791; 0.9587786259541984; 0.9401197604790419; 0.9595808383233533; 0.7999999999999999; 0.8387096774193549; 0.7560895325872286; 0.7583333333333334; 0.8425925925925926; 0.7414717348927875; 0.8813852813852814; 0.8992932862190812; 0.8763865698494674
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; 4; svd_reconstruct; svdn; 730; 243; 243; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.86986301 0.85616438 0.85616438 0.85616438 0.9109589 ]; 0.8106995884773662; 0.8353909465020576; 0.8577302631578947; 0.8874514877102199; 0.9397260273972603; 0.8808219178082192; 0.8203125000000001; 0.8467741935483871; 0.8099417186229331; 0.8305084745762712; 0.8448275862068966; 0.8357996198751019; 0.8632411067193675; 0.9024793388429752; 0.8579499803871176
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; 4; svd_reconstruct; svdn; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.8245614  0.79824561 0.80701754 0.85964912 0.83035714]; 0.8306878306878307; 0.8518518518518519; 0.8805496828752643; 0.9146537842190016; 1.0; 0.9066901408450705; 0.8632478632478633; 0.9805825242718447; 0.8158726574847596; 0.8782608695652175; 0.9805825242718447; 0.8391284714382479; 0.8958525345622119; 0.9918367346938776; 0.8764008234872895
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.82575758 0.84090909 0.87121212 0.83076923 0.83076923]; 0.7844036697247706; 0.8348623853211009; 0.8553113553113553; 0.8905109489051096; 0.9298780487804879; 0.8856707317073171; 0.8049792531120331; 0.8151260504201681; 0.7813003989474577; 0.8105263157894737; 0.8020833333333334; 0.8313695355191256; 0.8584229390681003; 0.8821362799263351; 0.8554579395988688
svm_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; 4; svd_reconstruct; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.82258065 0.83064516 0.84677419 0.83064516 0.82258065]; 0.8155339805825242; 0.8300970873786407; 0.8517441860465116; 0.8717948717948718; 0.8774193548387097; 0.8709677419354839; 0.822429906542056; 0.7586206896551724; 0.8237547892720306; 0.8186528497409327; 0.797979797979798; 0.8288964410459737; 0.8516003879728418; 0.8361904761904762; 0.8520202874049028
ensemble_model_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; 4; svd_reconstruct; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.84210526 0.86607143 0.875      0.8125     0.78571429]; 0.8342245989304813; 0.8021390374331551; 0.8707264957264957; 0.9038112522686025; 0.8861209964412812; 0.9056939501779359; 0.8287292817679559; 0.8333333333333334; 0.834192439862543; 0.8229665071770336; 0.8686868686868687; 0.797979797979798; 0.871413390010627; 0.8723404255319149; 0.8707195689891334
ensemble_model_v2_N26_B137_E163_nb_zones_4_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 654; 218; 218; 0.6; 0.2; 0.2; [0.81818182 0.85606061 0.76923077 0.79230769 0.81538462]; 0.8119266055045872; 0.7889908256880734; 0.8862385321100917; 0.9428129829984544; 0.9327217125382263; 0.9434250764525994; 0.8353413654618473; 0.8253968253968254; 0.8094375431331953; 0.778846153846154; 0.84375; 0.7948258196721312; 0.8876811594202898; 0.8925318761384335; 0.8861920009157972
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; 6; svd_reconstruct; svd; 894; 298; 298; 0.6; 0.2; 0.2; [0.88333333 0.89444444 0.93258427 0.88764045 0.91573034]; 0.7550335570469798; 0.825503355704698; 0.8577181208053691; 0.9073482428115015; 0.9530201342281879; 0.9026845637583892; 0.760655737704918; 0.8656716417910447; 0.765152894066254; 0.844311377245509; 0.9155844155844156; 0.8223755411255412; 0.8656527249683142; 0.9292517006802721; 0.8586655854394738
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; 6; svd_reconstruct; svd; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.79381443 0.83333333 0.83854167 0.83333333 0.8125    ]; 0.821875; 0.8125; 0.8539325842696629; 0.8769716088328077; 0.8669438669438669; 0.8783783783783784; 0.8366762177650429; 0.9125; 0.8218749999999999; 0.8159509202453987; 0.9236111111111112; 0.8226010101010102; 0.8560885608856089; 0.8866242038216561; 0.8545728118251488
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 816; 272; 272; 0.6; 0.2; 0.2; [0.82926829 0.82926829 0.84756098 0.87037037 0.83950617]; 0.8125; 0.8088235294117647; 0.8625; 0.8987951807228916; 0.9142156862745098; 0.8970588235294117; 0.8294314381270902; 0.8794326241134752; 0.8099453196903253; 0.8194444444444444; 0.8676470588235294; 0.8088235294117647; 0.86803105151729; 0.8978102189781022; 0.8622384428223844
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; 6; svd_reconstruct; svdn; 930; 310; 310; 0.6; 0.2; 0.2; [0.87634409 0.82258065 0.83333333 0.81182796 0.88172043]; 0.7838709677419354; 0.8; 0.8303225806451613; 0.8733459357277883; 0.9935483870967742; 0.8559139784946237; 0.8011869436201781; 0.9; 0.7875; 0.8228571428571428; 0.9536423841059603; 0.8038652172102129; 0.8492836676217765; 0.9673629242819843; 0.8318957478552779
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; 6; svd_reconstruct; svdn; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [0.78823529 0.82142857 0.81547619 0.75595238 0.76785714]; 0.8535714285714285; 0.8571428571428571; 0.8281027104136948; 0.81941309255079; 0.8622327790973872; 0.8099762470308788; 0.8498168498168499; 0.90625; 0.8577302631578947; 0.8529411764705883; 0.8992248062015504; 0.8602084295908414; 0.8315863032844164; 0.8775811209439528; 0.829674538372529
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 834; 278; 278; 0.6; 0.2; 0.2; [0.79761905 0.78571429 0.8313253  0.77710843 0.76506024]; 0.8057553956834532; 0.7769784172661871; 0.8755395683453238; 0.9354473386183466; 0.9904076738609112; 0.9316546762589928; 0.8175675675675675; 0.9166666666666666; 0.8110730593607305; 0.7960526315789475; 0.9166666666666666; 0.7836757990867579; 0.8833445718138908; 0.9618208516886931; 0.8772432890319348
svm_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; 6; svd_reconstruct; svdne; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.80434783 0.8423913  0.78804348 0.8021978  0.84615385]; 0.7868852459016393; 0.8; 0.8709043250327654; 0.9199549041713642; 0.8908296943231441; 0.9224890829694322; 0.7735191637630662; 0.7207792207792207; 0.787541928270405; 0.7918088737201365; 0.7631578947368421; 0.7998796009631923; 0.8657123381049762; 0.831151832460733; 0.8709564936581881
ensemble_model_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; 6; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.95833333 0.890625   0.89583333 0.88947368 0.88947368]; 0.7767295597484277; 0.7452830188679245; 0.8793969849246231; 0.9563318777292577; 0.9163179916317992; 0.9581589958158996; 0.7917888563049854; 0.8544303797468354; 0.7772151898734178; 0.7679083094555873; 0.8535031847133758; 0.7466273687542033; 0.8804483188044832; 0.8915510718789408; 0.8794426197942888
ensemble_model_v2_N26_B137_E163_nb_zones_6_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.82954545 0.86931818 0.77272727 0.8125     0.85632184]; 0.7876712328767124; 0.815068493150685; 0.8782489740082079; 0.9267139479905436; 0.8929384965831435; 0.9293849658314352; 0.7847222222222222; 0.7902097902097902; 0.7877223447693247; 0.8125; 0.8125; 0.8150337837837838; 0.8748241912798875; 0.8567493112947658; 0.878102916516948
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; 8; svd_reconstruct; svd; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.77459016 0.74590164 0.74180328 0.81818182 0.76446281]; 0.7950617283950617; 0.8567901234567902; 0.8548864758144127; 0.8702290076335878; 0.84375; 0.8741776315789473; 0.7810026385224275; 0.7219512195121951; 0.7959756097560976; 0.8432432432432433; 0.8041237113402062; 0.8546684907411932; 0.8475103734439834; 0.8113207547169812; 0.8546299553761548
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; 8; svd_reconstruct; svd; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.82327586 0.80603448 0.71551724 0.81304348 0.75652174]; 0.825974025974026; 0.8441558441558441; 0.907061266874351; 0.9528985507246377; 0.9100346020761245; 0.9550173010380623; 0.8369829683698298; 0.9197860962566845; 0.828579916815211; 0.8630136986301371; 0.9402985074626866; 0.8397144711226475; 0.9083461341525858; 0.9182194616977226; 0.9070263975155279
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.83050847 0.85897436 0.85897436 0.85470085 0.86324786]; 0.7769230769230769; 0.8076923076923077; 0.899077868852459; 0.9695916594265854; 0.9522184300341296; 0.9701365187713311; 0.8027210884353743; 0.8984771573604061; 0.7756634491465243; 0.8306997742663657; 0.9246231155778895; 0.8052434949617197; 0.9031941031941033; 0.9358452138492872; 0.89885044197619
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; 8; svd_reconstruct; svdn; 1146; 382; 382; 0.6; 0.2; 0.2; [0.83478261 0.83478261 0.84347826 0.89473684 0.88157895]; 0.7670157068062827; 0.7853403141361257; 0.8329842931937173; 0.8732876712328766; 0.8900523560209425; 0.8708551483420593; 0.798185941043084; 0.8934010152284264; 0.7629167238304294; 0.8075117370892019; 0.9148936170212766; 0.7873437157271331; 0.8432432432432432; 0.8956158663883089; 0.8327869247907931
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; 8; svd_reconstruct; svdn; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.78688525 0.8647541  0.84297521 0.85123967 0.8677686 ]; 0.8391089108910891; 0.8118811881188119; 0.8471810089020771; 0.8685446009389672; 0.914332784184514; 0.8616144975288303; 0.8519362186788154; 0.8947368421052632; 0.8371120107962213; 0.8256880733944955; 0.8866995073891626; 0.8115089576746808; 0.856479331165815; 0.9048086359175662; 0.8467213668122228
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 1302; 434; 434; 0.6; 0.2; 0.2; [0.83587786 0.85384615 0.85384615 0.84615385 0.82307692]; 0.7926267281105991; 0.8225806451612904; 0.8502304147465438; 0.8836524300441826; 0.9216589861751152; 0.8786482334869431; 0.8132780082987552; 0.8634361233480177; 0.7892059843793229; 0.8261851015801355; 0.9104477611940298; 0.8286144385369291; 0.8576434515987735; 0.907321594068582; 0.8505443900682049
svm_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; 8; svd_reconstruct; svdne; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.7991453  0.82051282 0.83760684 0.77350427 0.84482759]; 0.8200514138817481; 0.8637532133676092; 0.8304213771839671; 0.8287841191066997; 0.8578767123287672; 0.8227739726027398; 0.8138297872340425; 0.7806122448979592; 0.8203579359204822; 0.8697788697788699; 0.8676470588235294; 0.8635532591414945; 0.8343373493975903; 0.8445121951219512; 0.8302602555651336
ensemble_model_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; 8; svd_reconstruct; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.88429752 0.83884298 0.85123967 0.80578512 0.83471074]; 0.7593052109181141; 0.8188585607940446; 0.847718253968254; 0.8837998303647159; 0.8611570247933884; 0.8867768595041322; 0.7684964200477327; 0.8090452261306532; 0.7599147699280716; 0.8374164810690423; 0.8663594470046083; 0.814900153609831; 0.8500244259892525; 0.8521057786483839; 0.8476609295251969
ensemble_model_v2_N26_B137_E163_nb_zones_8_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 1240; 413; 413; 0.6001936108422071; 0.1999031945788964; 0.1999031945788964; [0.86290323 0.87096774 0.85887097 0.85887097 0.82258065]; 0.7893462469733656; 0.7627118644067796; 0.8727008712487899; 0.9353233830845771; 0.9096774193548387; 0.9370967741935484; 0.8; 0.8207547169811321; 0.7884868112268846; 0.7574257425742574; 0.827027027027027; 0.7687766714082502; 0.8713936430317848; 0.8761061946902655; 0.8727528113584788
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; 10; svd_reconstruct; svd; 1506; 502; 502; 0.6; 0.2; 0.2; [0.81125828 0.85099338 0.83443709 0.87333333 0.84333333]; 0.7885057471264367; 0.7632183908045977; 0.9086700336700336; 0.9852348993288591; 0.9747675962815405; 0.9853917662682603; 0.8025751072961373; 0.8423423423423423; 0.7873683542697628; 0.774617067833698; 0.8309859154929577; 0.764592056845578; 0.9100704517198508; 0.9242424242424242; 0.9086700336700336
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; 10; svd_reconstruct; svd; 1518; 506; 506; 0.6; 0.2; 0.2; [0.85526316 0.80263158 0.83552632 0.84210526 0.83774834]; 0.7785547785547785; 0.8111888111888111; 0.9036195286195287; 0.9638225255972697; 0.930171277997365; 0.9650856389986825; 0.7865168539325842; 0.8333333333333334; 0.7796803652968036; 0.8280254777070064; 0.8904109589041096; 0.8094911937377691; 0.9038219235615288; 0.9057239057239057; 0.9036195286195287
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 1476; 492; 492; 0.6; 0.2; 0.2; [0.83783784 0.84121622 0.81756757 0.79931973 0.83333333]; 0.8266666666666667; 0.8577777777777778; 0.9019360269360269; 0.936408106219427; 0.907859078590786; 0.9383468834688348; 0.8326180257510729; 0.8858447488584474; 0.8282037597106089; 0.8688524590163934; 0.9177489177489178; 0.8561347328470617; 0.9023060796645701; 0.9057239057239057; 0.9019360269360269
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; 10; svd_reconstruct; svdn; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.81125828 0.82450331 0.84333333 0.81666667 0.85333333]; 0.8440366972477065; 0.8486238532110092; 0.8358585858585859; 0.8381795195954488; 0.8816489361702128; 0.8297872340425533; 0.8521739130434783; 0.8990825688073395; 0.8440366972477064; 0.8558951965065502; 0.8990825688073395; 0.8486238532110092; 0.844; 0.8880471380471381; 0.8358585858585859
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; 10; svd_reconstruct; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.83974359 0.83333333 0.87179487 0.84516129 0.84516129]; 0.7975609756097561; 0.7926829268292683; 0.8388047138047138; 0.8685015290519877; 0.9125964010282777; 0.8618251928020565; 0.7970660146699267; 0.8274111675126904; 0.7986821095779415; 0.8098434004474274; 0.8497652582159625; 0.7903648626105193; 0.846246487354476; 0.8872053872053872; 0.8388047138047138
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.83892617 0.85234899 0.86577181 0.81879195 0.81879195]; 0.7878103837471784; 0.7832957110609481; 0.8484848484848485; 0.8942786069651741; 0.9651006711409396; 0.8859060402684563; 0.8081632653061225; 0.8959276018099548; 0.7880538909950674; 0.8125; 0.9369369369369369; 0.7829481064775182; 0.8620689655172413; 0.946969696969697; 0.8484848484848485
svm_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; 10; svd_reconstruct; svdne; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.85576923 0.84935897 0.82051282 0.84516129 0.86129032]; 0.7804878048780488; 0.7926829268292683; 0.8337542087542088; 0.8558322411533421; 0.8393316195372751; 0.8586118251928021; 0.7972972972972974; 0.8939393939393939; 0.7842338479130933; 0.8156182212581343; 0.8867924528301887; 0.7893558223746904; 0.8375154257507199; 0.8569023569023569; 0.8337542087542087
ensemble_model_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; 10; svd_reconstruct; svdne; 1524; 508; 508; 0.6; 0.2; 0.2; [0.82352941 0.83986928 0.84868421 0.79605263 0.81907895]; 0.8708920187793427; 0.8145539906103286; 0.8417508417508418; 0.8496894409937888; 0.8976377952755905; 0.8412073490813647; 0.8723897911832946; 0.8909952606635071; 0.8710790256805907; 0.8216704288939052; 0.8465116279069768; 0.8142510746169954; 0.8486312399355876; 0.8872053872053872; 0.8417508417508417
ensemble_model_v2_N26_B137_E163_nb_zones_10_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.83333333 0.83986928 0.81372549 0.85620915 0.80263158]; 0.8419811320754716; 0.8136792452830188; 0.8661616161616161; 0.8877284595300261; 0.8900523560209425; 0.887434554973822; 0.8487584650112867; 0.8744186046511628; 0.8415155224212751; 0.8114558472553699; 0.8133971291866029; 0.8136753087793479; 0.8671679197994987; 0.8737373737373737; 0.8661616161616161
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; 12; svd_reconstruct; svd; 1896; 632; 632; 0.6; 0.2; 0.2; [0.87368421 0.84736842 0.85       0.83068783 0.85185185]; 0.775; 0.8083333333333333; 0.8619528619528619; 0.88; 0.8818565400843882; 0.8797468354430379; 0.7857142857142857; 0.792; 0.7742608695652173; 0.8067226890756304; 0.8347826086956521; 0.8093913043478261; 0.8627615062761507; 0.8678451178451179; 0.861952861952862
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; 12; svd_reconstruct; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.82967033 0.81593407 0.85164835 0.79558011 0.77900552]; 0.8607142857142858; 0.8214285714285714; 0.9234006734006734; 0.9468267581475128; 0.9118942731277533; 0.9487885462555066; 0.8621908127208481; 0.8413793103448276; 0.8614303959131546; 0.8046874999999999; 0.762962962962963; 0.8194125159642401; 0.9204545454545453; 0.8863636363636364; 0.9234006734006733
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svd; 26; 137; 163; zones; svd_reconstruct; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.8543956  0.85989011 0.84065934 0.82596685 0.85635359]; 0.7785714285714286; 0.7535714285714286; 0.867003367003367; 0.8996201844818231; 0.9129955947136564; 0.8981277533039649; 0.7891156462585034; 0.8285714285714286; 0.7785714285714287; 0.7692307692307692; 0.8214285714285714; 0.7535714285714286; 0.870279146141215; 0.8922558922558923; 0.867003367003367
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; 12; svd_reconstruct; svdn; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.87150838 0.82402235 0.81564246 0.83426966 0.84269663]; 0.7932203389830509; 0.7762711864406779; 0.8249158249158249; 0.8457020822210358; 0.8868980963045913; 0.8381858902575589; 0.7986798679867987; 0.8066666666666666; 0.7929885057471264; 0.7708333333333334; 0.7655172413793103; 0.7760919540229885; 0.8311688311688312; 0.8619528619528619; 0.8249158249158248
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; 12; svd_reconstruct; svdn; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.83045977 0.84195402 0.79310345 0.8699422  0.83815029]; 0.825; 0.80625; 0.8409090909090909; 0.8603651987110634; 0.9228110599078341; 0.8502304147465438; 0.839080459770115; 0.8848484848484849; 0.8230694037145649; 0.8176470588235294; 0.896774193548387; 0.8089931573802541; 0.851764705882353; 0.9141414141414141; 0.840909090909091
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svdn; 26; 137; 163; zones; svd_reconstruct; svdn; 1722; 574; 574; 0.6; 0.2; 0.2; [0.82947977 0.84593023 0.81104651 0.82848837 0.84011628]; 0.8165137614678899; 0.8532110091743119; 0.8569023569023569; 0.8726673984632272; 0.9233449477351916; 0.8652729384436701; 0.8224852071005917; 0.8742138364779874; 0.8180592991913747; 0.8709677419354839; 0.9642857142857143; 0.850067385444744; 0.8657187993680885; 0.9225589225589226; 0.856902356902357
svm_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; 12; svd_reconstruct; svdne; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.82513661 0.81318681 0.85714286 0.81868132 0.8489011 ]; 0.8014440433212996; 0.8483754512635379; 0.8312289562289562; 0.8406708595387841; 0.8803512623490669; 0.8331503841931943; 0.8208469055374594; 0.8689655172413793; 0.7981191222570533; 0.8444444444444444; 0.8636363636363636; 0.8490595611285268; 0.8386317907444668; 0.877104377104377; 0.8312289562289563
ensemble_model_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; 12; svd_reconstruct; svdne; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.82571429 0.81714286 0.83142857 0.79428571 0.80285714]; 0.8913738019169329; 0.8913738019169329; 0.8619528619528619; 0.8568281938325991; 0.8891428571428571; 0.8514285714285714; 0.864; 0.7659574468085106; 0.8800717466600693; 0.8903225806451612; 0.8023255813953488; 0.9011627906976745; 0.8619528619528619; 0.8619528619528619; 0.8619528619528619
ensemble_model_v2_N26_B137_E163_nb_zones_12_svd_reconstruct_svdne; 26; 137; 163; zones; svd_reconstruct; svdne; 1866; 622; 622; 0.6; 0.2; 0.2; [0.8315508  0.84224599 0.83957219 0.82795699 0.84408602]; 0.796078431372549; 0.7490196078431373; 0.8627946127946128; 0.8881789137380192; 0.8938906752411575; 0.8874598070739549; 0.7903225806451613; 0.7596899224806202; 0.7965116279069768; 0.746031746031746; 0.746031746031746; 0.748984865263935; 0.8629100084104289; 0.8636363636363636; 0.8627946127946128
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; 4; svd_reconstruct; svd; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.81355932 0.86440678 0.84745763 0.78448276 0.80172414]; 0.7589743589743589; 0.7692307692307693; 0.8586065573770492; 0.9154411764705883; 0.8498293515358362; 0.9215017064846416; 0.7344632768361582; 0.7142857142857143; 0.7561813186813188; 0.7692307692307693; 0.7653061224489796; 0.7692509993688197; 0.8493449781659388; 0.8070539419087137; 0.8579804122499034
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; 4; svd_reconstruct; svd; 644; 214; 214; 0.6007462686567164; 0.19962686567164178; 0.19962686567164178; [0.84615385 0.83076923 0.859375   0.84375    0.84375   ]; 0.7476635514018691; 0.7757009345794392; 0.8479477611940298; 0.897133220910624; 0.8260869565217391; 0.9052795031055901; 0.7216494845360826; 0.6796116504854369; 0.7452112306481238; 0.7551020408163266; 0.6981132075471698; 0.7749825296995109; 0.8341810783316378; 0.7721280602636534; 0.8472470245865403
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.77868852 0.8        0.775      0.76666667 0.76666667]; 0.825; 0.83; 0.8602794411177644; 0.8677839851024207; 0.7740863787375415; 0.8820598006644518; 0.8341232227488151; 0.8148148148148148; 0.8258856682769725; 0.7999999999999998; 0.7555555555555555; 0.8232323232323232; 0.8474945533769063; 0.779559118236473; 0.8599584855595884
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; 4; svd_reconstruct; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.83870968 0.90322581 0.82258065 0.91129032 0.8442623 ]; 0.7475728155339806; 0.8058252427184466; 0.8349514563106796; 0.8729641693811074; 0.8673139158576052; 0.8737864077669902; 0.7739130434782608; 0.8811881188118812; 0.7501178689297501; 0.8214285714285715; 0.9019607843137255; 0.8067496229260935; 0.8408239700374531; 0.876953125; 0.8351947092181468
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; 4; svd_reconstruct; svdn; 570; 190; 190; 0.6; 0.2; 0.2; [0.84210526 0.85087719 0.88596491 0.86842105 0.87719298]; 0.8; 0.8263157894736842; 0.8547368421052631; 0.8866328257191202; 0.9192982456140351; 0.8824561403508772; 0.8137254901960784; 0.9325842696629213; 0.8078762932473021; 0.835820895522388; 0.8571428571428571; 0.8253105590062112; 0.8614457831325302; 0.9088983050847458; 0.8550767676051343
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.88333333 0.85       0.89830508 0.88983051 0.76271186]; 0.803030303030303; 0.7727272727272727; 0.8747474747474747; 0.9337748344370861; 0.9494949494949495; 0.9326599326599326; 0.7958115183246073; 0.8; 0.8029126213592233; 0.7715736040609136; 0.7916666666666666; 0.7732843137254901; 0.8750000000000001; 0.889344262295082; 0.8749510156096925
svm_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; 4; svd_reconstruct; svdne; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.82835821 0.76865672 0.84090909 0.84090909 0.81818182]; 0.7692307692307693; 0.7285067873303167; 0.8164556962025317; 0.8511326860841424; 0.7921686746987951; 0.8614457831325302; 0.751219512195122; 0.6754385964912281; 0.7722987374979505; 0.7169811320754718; 0.672566371681416; 0.7298017043592265; 0.8038647342995169; 0.7441860465116279; 0.8172484163088304
ensemble_model_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; 4; svd_reconstruct; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.87288136 0.83050847 0.88135593 0.86206897 0.90517241]; 0.7846153846153846; 0.8; 0.8575819672131147; 0.8909774436090226; 0.8088737201365188; 0.9010238907849829; 0.7586206896551725; 0.7951807228915663; 0.7859832185886403; 0.8169014084507041; 0.8529411764705882; 0.7974383301707779; 0.8487486398258978; 0.8158995815899581; 0.8567449715178708
ensemble_model_v2_N26_B174_E200_nb_zones_4_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.84920635 0.9047619  0.84920635 0.86290323 0.83870968]; 0.7740384615384616; 0.8125; 0.8781190019193857; 0.9301533219761499; 0.8722044728434505; 0.9345047923322684; 0.7707317073170732; 0.7745098039215687; 0.774047354790973; 0.8078817733990149; 0.803921568627451; 0.8123381428042915; 0.8723618090452261; 0.839458413926499; 0.8778244450584876
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; 6; svd_reconstruct; svd; 906; 302; 302; 0.6; 0.2; 0.2; [0.82417582 0.81318681 0.74725275 0.72222222 0.82222222]; 0.8079470198675497; 0.8344370860927153; 0.8682119205298013; 0.8883435582822086; 0.7991169977924945; 0.8995584988962473; 0.8273809523809523; 0.852760736196319; 0.8040782098247781; 0.8263888888888888; 0.8040540540540541; 0.8338452088452089; 0.8617095205003474; 0.8115183246073299; 0.8688958915261851
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; 6; svd_reconstruct; svd; 828; 276; 276; 0.6; 0.2; 0.2; [0.87349398 0.76506024 0.80722892 0.81325301 0.77439024]; 0.8442028985507246; 0.8405797101449275; 0.9028985507246376; 0.9398207426376441; 0.8864734299516909; 0.9432367149758454; 0.8401486988847584; 0.8129496402877698; 0.844431024523447; 0.8417266187050361; 0.823943661971831; 0.8410763085978559; 0.8990963855421686; 0.8589928057553957; 0.9032190306149243
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.79310345 0.80232558 0.81976744 0.8372093  0.76162791]; 0.8466898954703833; 0.8048780487804879; 0.8697771587743732; 0.8897338403041826; 0.814385150812065; 0.8990719257540603; 0.8503401360544218; 0.8445945945945946; 0.8467577289519737; 0.8227848101265821; 0.8387096774193549; 0.8019305962854351; 0.8663330950679056; 0.8256130790190735; 0.8707837474867448
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; 6; svd_reconstruct; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.82795699 0.82795699 0.82065217 0.8423913  0.85869565]; 0.7532467532467533; 0.7727272727272727; 0.8155844155844156; 0.8470066518847006; 0.8268398268398268; 0.8506493506493508; 0.7548387096774194; 0.8796992481203008; 0.768421052631579; 0.7916666666666667; 0.875; 0.7740384615384616; 0.8165374677002584; 0.8460508701472557; 0.8164680580244474
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; 6; svd_reconstruct; svdn; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.81578947 0.83684211 0.82631579 0.84042553 0.80319149]; 0.7968253968253968; 0.7841269841269841; 0.8217005076142132; 0.838918918918919; 0.8202959830866807; 0.8424947145877378; 0.813953488372093; 0.8805031446540881; 0.7960208030962748; 0.8111111111111112; 0.874251497005988; 0.7783419647192102; 0.8275015346838551; 0.8435544430538173; 0.8213911211408083
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.83333333 0.85483871 0.79347826 0.85869565 0.77173913]; 0.8084415584415584; 0.8084415584415584; 0.8512987012987013; 0.8837696335078534; 0.9134199134199135; 0.87987012987013; 0.7944250871080138; 0.8444444444444444; 0.8123956326268464; 0.8150470219435737; 0.8333333333333334; 0.8081140350877194; 0.8532991672005125; 0.8844621513944223; 0.852015065532027
svm_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; 6; svd_reconstruct; svdne; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.83522727 0.78977273 0.76704545 0.76136364 0.72727273]; 0.7679180887372014; 0.7440273037542662; 0.8410641200545702; 0.8866498740554156; 0.8; 0.8977272727272728; 0.7536231884057971; 0.6933333333333334; 0.7697435897435898; 0.6938775510204082; 0.6159420289855072; 0.7370032725572697; 0.8228136882129278; 0.7431318681318682; 0.8404006224128175
ensemble_model_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; 6; svd_reconstruct; svdne; 818; 272; 272; 0.6005873715124816; 0.19970631424375918; 0.19970631424375918; [0.79268293 0.84146341 0.82926829 0.81097561 0.77160494]; 0.8125; 0.7757352941176471; 0.8597650513950074; 0.8936742934051144; 0.8117359413202934; 0.9034229828850855; 0.7984189723320158; 0.7829457364341085; 0.8110532877974739; 0.7680608365019012; 0.7013888888888888; 0.7803819444444444; 0.8482922954725972; 0.782991202346041; 0.859877954114197
ensemble_model_v2_N26_B174_E200_nb_zones_6_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.8        0.81578947 0.82446809 0.80851064 0.78191489]; 0.8439490445859873; 0.8407643312101911; 0.8543256997455471; 0.8555555555555556; 0.815677966101695; 0.8622881355932204; 0.835016835016835; 0.8551724137931035; 0.8447459702101612; 0.832214765100671; 0.8157894736842105; 0.8399935022742041; 0.8468227424749163; 0.823146944083225; 0.853665626462534
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; 8; svd_reconstruct; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.83884298 0.82231405 0.88016529 0.8125     0.80833333]; 0.763681592039801; 0.7885572139303483; 0.863681592039801; 0.9157706093189963; 0.8474295190713101; 0.9220563847429519; 0.7665847665847666; 0.7959183673469388; 0.7644640380424014; 0.7780678851174935; 0.7883597883597884; 0.7885460913629928; 0.856243441762854; 0.8259109311740891; 0.8630533129451659
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; 8; svd_reconstruct; svd; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.74789916 0.75210084 0.77966102 0.75423729 0.79661017]; 0.8527918781725888; 0.8426395939086294; 0.8818458417849898; 0.8946877912395155; 0.8108108108108109; 0.904560810810811; 0.8489583333333334; 0.7874396135265701; 0.856286651683071; 0.8333333333333334; 0.842391304347826; 0.8426242236024845; 0.8726079825041005; 0.8118006103763988; 0.8816333688889072
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.84       0.876      0.848      0.85887097 0.84677419]; 0.763855421686747; 0.7734939759036145; 0.853082851637765; 0.9031705227077977; 0.8459069020866774; 0.9093097913322632; 0.7609756097560977; 0.8041237113402062; 0.7663152493352616; 0.7911111111111111; 0.827906976744186; 0.7714534883720932; 0.8495313270843612; 0.8343023255813954; 0.8529749175799697
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; 8; svd_reconstruct; svdn; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.86904762 0.856      0.88       0.84       0.848     ]; 0.7817745803357314; 0.750599520383693; 0.8355704697986577; 0.8836477987421384; 0.8977635782747604; 0.8817891373801917; 0.780722891566265; 0.8350515463917526; 0.7852387776801812; 0.7824267782426778; 0.8095238095238095; 0.7434715821812596; 0.8415704387990763; 0.8667935299714558; 0.8353291321354863
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; 8; svd_reconstruct; svdn; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.83613445 0.76470588 0.80084746 0.75847458 0.78389831]; 0.8604060913705583; 0.8096446700507615; 0.8220081135902637; 0.8216303470540758; 0.8597972972972973; 0.8133445945945946; 0.8641975308641975; 0.9067357512953368; 0.8613280746526436; 0.8110831234256927; 0.8385416666666666; 0.8103599422442245; 0.8280254777070064; 0.8648925281473899; 0.8223960128174135
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 1122; 374; 374; 0.6; 0.2; 0.2; [0.77433628 0.83035714 0.74553571 0.75892857 0.82589286]; 0.7967914438502673; 0.8288770053475936; 0.8422459893048129; 0.8648648648648648; 0.8841354723707665; 0.8618538324420678; 0.8071065989847717; 0.8932584269662921; 0.8012210502178398; 0.8375634517766496; 0.9269662921348315; 0.8333811052510892; 0.8475452196382429; 0.8942202835332607; 0.8432276653762841
svm_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; 8; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.82916667 0.72689076 0.78991597 0.78991597 0.81092437]; 0.7531486146095718; 0.7481108312342569; 0.7930513595166163; 0.8072398190045249; 0.7483221476510067; 0.8213087248322146; 0.7512690355329948; 0.6820276497695853; 0.7604582693292372; 0.732620320855615; 0.6989795918367347; 0.7474997461671237; 0.7805659369994661; 0.7244796828543112; 0.7941743347741361
ensemble_model_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; 8; svd_reconstruct; svdne; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.80165289 0.84297521 0.82916667 0.8125     0.8125    ]; 0.7680798004987531; 0.7855361596009975; 0.8409770687936191; 0.8710865561694291; 0.7857142857142857; 0.8837209302325582; 0.7928730512249443; 0.8356807511737089; 0.7635850564379183; 0.7806122448979592; 0.8547486033519553; 0.7922391665408425; 0.8344577062791905; 0.8088531187122736; 0.8406913814905241
ensemble_model_v2_N26_B174_E200_nb_zones_8_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 1116; 372; 372; 0.6; 0.2; 0.2; [0.80803571 0.81696429 0.87053571 0.79279279 0.82432432]; 0.7903225806451613; 0.8064516129032258; 0.8424731182795699; 0.8694063926940638; 0.8530465949820788; 0.8718637992831542; 0.782122905027933; 0.7650273224043715; 0.7899210686095932; 0.8; 0.7783783783783784; 0.8063014886544299; 0.8383894098179813; 0.8207343412526998; 0.8423800185920887
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; 10; svd_reconstruct; svd; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.8474026  0.79738562 0.83986928 0.76797386 0.82352941]; 0.7890995260663507; 0.8175355450236966; 0.8682659932659933; 0.8940158615717375; 0.8093994778067886; 0.904046997389034; 0.7935034802784222; 0.8382352941176471; 0.7906772800863465; 0.8269662921348315; 0.8440366972477065; 0.8166261917611081; 0.8616880247459124; 0.8207070707070707; 0.8682659932659933
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; 10; svd_reconstruct; svd; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.83006536 0.82352941 0.83333333 0.86601307 0.76315789]; 0.7948113207547169; 0.7735849056603774; 0.8560606060606061; 0.8855291576673866; 0.8049738219895288; 0.8959424083769634; 0.8152866242038217; 0.8767123287671232; 0.7920147009689273; 0.7966101694915254; 0.9170731707317074; 0.7781712885622006; 0.853344768439108; 0.8375420875420876; 0.8560606060606061
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.82191781 0.84589041 0.78767123 0.79109589 0.79109589]; 0.8056768558951966; 0.8165938864628821; 0.8594276094276094; 0.882051282051282; 0.8246575342465754; 0.8897260273972604; 0.8077753779697624; 0.7991452991452992; 0.8058226495726496; 0.8055555555555556; 0.7767857142857143; 0.8157432844932845; 0.8522123893805309; 0.8106060606060606; 0.8594276094276094
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; 10; svd_reconstruct; svdn; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.77358491 0.79245283 0.79559748 0.76898734 0.79113924]; 0.8354430379746836; 0.7974683544303798; 0.797979797979798; 0.7973381730187538; 0.8310214375788146; 0.7887767969735183; 0.8266666666666667; 0.8031088082901554; 0.8347227209767609; 0.8029556650246307; 0.806930693069307; 0.7972477299543427; 0.8027937551355793; 0.8223905723905723; 0.7979797979797979
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; 10; svd_reconstruct; svdn; 1444; 481; 481; 0.600166251039069; 0.1999168744804655; 0.1999168744804655; [0.79310345 0.8        0.76388889 0.76388889 0.78819444]; 0.8304721030042919; 0.8583690987124464; 0.819023569023569; 0.8118811881188119; 0.8518005540166205; 0.8026315789473684; 0.8301075268817204; 0.8502202643171806; 0.8309678727443643; 0.8653061224489795; 0.8870292887029289; 0.8576115606510238; 0.825910931174089; 0.8585858585858586; 0.819023569023569
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [0.79617834 0.81528662 0.86217949 0.79166667 0.83974359]; 0.8029556650246306; 0.7931034482758621; 0.8354377104377104; 0.8594427244582044; 0.887468030690537; 0.8548593350383631; 0.8104265402843601; 0.8636363636363636; 0.8044143356643357; 0.8009478672985784; 0.8125; 0.7926136363636364; 0.8409922732818218; 0.8703703703703703; 0.8354377104377104
svm_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; 10; svd_reconstruct; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.76845638 0.81081081 0.76013514 0.75675676 0.74662162]; 0.7628635346756152; 0.8120805369127517; 0.7891414141414141; 0.782972784368458; 0.757085020242915; 0.7901484480431848; 0.7476190476190476; 0.7104072398190046; 0.7622832659272014; 0.8055555555555555; 0.7699115044247787; 0.8125575621671405; 0.7807439824945296; 0.7508417508417509; 0.7891414141414141
ensemble_model_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; 10; svd_reconstruct; svdne; 1400; 466; 466; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.81785714 0.81785714 0.80357143 0.81785714 0.83928571]; 0.7939914163090128; 0.8025751072961373; 0.8198970840480274; 0.8309037900874634; 0.8142857142857143; 0.8342857142857143; 0.7808219178082192; 0.7467248908296943; 0.7931936690435392; 0.7973568281938326; 0.776824034334764; 0.8025751072961373; 0.8144876325088339; 0.7934595524956971; 0.8198066993247716
ensemble_model_v2_N26_B174_E200_nb_zones_10_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.83108108 0.80743243 0.83333333 0.80952381 0.81972789]; 0.802660753880266; 0.7760532150776053; 0.8526936026936027; 0.8830409356725146; 0.819538670284939; 0.8914518317503393; 0.8149688149688149; 0.8340425531914893; 0.8012805358550038; 0.7730337078651686; 0.7962962962962963; 0.7768715524034673; 0.8474280732345248; 0.8181818181818182; 0.8526936026936028
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; 12; svd_reconstruct; svd; 1726; 575; 575; 0.6001390820584145; 0.19993045897079276; 0.19993045897079276; [0.80924855 0.74855491 0.79768786 0.79069767 0.84011628]; 0.8215384615384616; 0.8246153846153846; 0.8796296296296297; 0.890314304041052; 0.8041714947856315; 0.9009269988412514; 0.8273809523809523; 0.8373493975903614; 0.821190422065621; 0.8357348703170029; 0.9119496855345912; 0.826456770478139; 0.8724353256021409; 0.8232323232323232; 0.8796296296296295
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; 12; svd_reconstruct; svd; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.77837838 0.79189189 0.8125     0.7826087  0.7798913 ]; 0.8533834586466166; 0.849624060150376; 0.9044612794612794; 0.9129411764705883; 0.841648590021692; 0.9197396963123645; 0.8505747126436781; 0.7872340425531915; 0.8576170212765957; 0.8290598290598291; 0.776; 0.8454468085106384; 0.8965831435079726; 0.8282828282828283; 0.9044612794612795
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svd; 26; 174; 200; zones; svd_reconstruct; svd; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.85393258 0.8258427  0.84463277 0.83898305 0.83333333]; 0.7043189368770764; 0.6910299003322259; 0.8606902356902357; 0.9119905493207324; 0.8703494926719278; 0.9160090191657271; 0.7062706270627062; 0.6948051948051948; 0.7045454545454546; 0.7028753993610224; 0.7482993197278912; 0.6923314780457638; 0.8566478995236034; 0.8324915824915825; 0.8606902356902356
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; 12; svd_reconstruct; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.7877095  0.84078212 0.78212291 0.80446927 0.80726257]; 0.7952218430034129; 0.8395904436860068; 0.8261784511784511; 0.8370607028753994; 0.8782122905027933; 0.829050279329609; 0.8076923076923078; 0.8181818181818182; 0.7939829954218445; 0.8315412186379929; 0.8345323741007195; 0.8393441091282817; 0.8327257999189955; 0.8653198653198653; 0.8261784511784511
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; 12; svd_reconstruct; svdn; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.81767956 0.81944444 0.82777778 0.79166667 0.79722222]; 0.7560975609756098; 0.8083623693379791; 0.8215488215488216; 0.8410419989367358; 0.8779134295227525; 0.8340732519422863; 0.7635135135135136; 0.8071428571428572; 0.7573129251700681; 0.8184818481848185; 0.8435374149659864; 0.8074829931972789; 0.829032258064516; 0.8653198653198653; 0.8215488215488216
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svdn; 26; 174; 200; zones; svd_reconstruct; svdn; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.77747253 0.76648352 0.77197802 0.79281768 0.80939227]; 0.8464285714285714; 0.875; 0.8514309764309764; 0.8525469168900804; 0.8755506607929515; 0.848568281938326; 0.8571428571428571; 0.8835616438356164; 0.8447658965446738; 0.8745519713261648; 0.9104477611940298; 0.8764567573093437; 0.8556237218813906; 0.8804713804713805; 0.8514309764309765
svm_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; 12; svd_reconstruct; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.81967213 0.78961749 0.75549451 0.75824176 0.77472527]; 0.7463768115942029; 0.8043478260869565; 0.7996632996632996; 0.802469135802469; 0.7839912280701754; 0.8070175438596492; 0.7107438016528925; 0.6099290780141844; 0.7494089834515366; 0.7692307692307692; 0.6666666666666666; 0.801418439716312; 0.7891939769707705; 0.75; 0.7996632996632996
ensemble_model_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; 12; svd_reconstruct; svdne; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.83152174 0.83606557 0.82786885 0.80874317 0.73224044]; 0.7389705882352942; 0.7536764705882353; 0.8089225589225589; 0.8185993111366245; 0.7783842794759825; 0.8275109170305677; 0.7593220338983052; 0.7943262411347518; 0.7368577770559255; 0.7615658362989323; 0.816793893129771; 0.7559146770613394; 0.8041415012942191; 0.7845117845117845; 0.808922558922559
ensemble_model_v2_N26_B174_E200_nb_zones_12_svd_reconstruct_svdne; 26; 174; 200; zones; svd_reconstruct; svdne; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.79444444 0.82777778 0.79444444 0.82122905 0.81005587]; 0.8379310344827586; 0.803448275862069; 0.8480639730639731; 0.8545557441992077; 0.8407572383073497; 0.8569042316258353; 0.8315412186379928; 0.7837837837837838; 0.8390749904834411; 0.7956989247311828; 0.7816901408450704; 0.8030072325846974; 0.8447311827956989; 0.8265993265993266; 0.8480639730639732
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; 4; ica_diff; svd; 618; 206; 206; 0.6; 0.2; 0.2; [0.79032258 0.7016129  0.72580645 0.66129032 0.71311475]; 0.5242718446601942; 0.6310679611650486; 0.6766990291262136; 0.7503924646781789; 0.7734627831715211; 0.7427184466019418; 0.4948453608247423; 0.45714285714285713; 0.5256011315417256; 0.6199999999999999; 0.6888888888888889; 0.6375478927203065; 0.6770126091173617; 0.6924603174603174; 0.6770286378176112
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; 4; ica_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.8559322  0.81355932 0.92241379 0.85344828 0.84482759]; 0.5412371134020618; 0.5412371134020618; 0.8096707818930041; 0.9879101899827288; 0.9794520547945206; 0.988013698630137; 0.5898617511520738; 0.6808510638297872; 0.5454255319148936; 0.6113537117903931; 0.7142857142857143; 0.5394345238095238; 0.8195121951219512; 0.8677685950413223; 0.8099088876845956
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.85454545 0.88181818 0.88888889 0.88888889 0.87962963]; 0.5966850828729282; 0.6187845303867403; 0.8344370860927153; 0.9852941176470589; 0.9852941176470589; 0.9852941176470589; 0.6540284360189573; 0.75; 0.5941011235955056; 0.6532663316582914; 0.7303370786516854; 0.6206033219345384; 0.8427672955974842; 0.8874172185430463; 0.8344370860927153
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; 4; ica_diff; svdn; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.94615385 0.9        0.90769231 0.9375     0.9609375 ]; 0.4883720930232558; 0.44651162790697674; 0.783457249070632; 0.9937694704049844; 0.9876160990712074; 0.9938080495356036; 0.6071428571428572; 0.8018867924528302; 0.4926865154924701; 0.5641025641025641; 0.7857142857142857; 0.47405372405372403; 0.8050209205020921; 0.9127134724857685; 0.7860470823266728
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; 4; ica_diff; svdn; 508; 169; 169; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.97058824 0.96078431 0.92156863 0.93137255 0.99      ]; 0.5384615384615384; 0.621301775147929; 0.8321513002364066; 1.0; 1.0; 1.0; 0.5617977528089888; 0.5813953488372093; 0.5376856262258336; 0.6404494382022472; 0.7402597402597403; 0.6309994353472614; 0.835648148148148; 0.8657074340527577; 0.8326206167932786
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 700; 233; 233; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.92857143 0.97857143 0.92142857 0.97142857 0.94285714]; 0.5965665236051502; 0.5665236051502146; 0.8310463121783876; 0.9971428571428571; 0.9971428571428571; 0.9971428571428571; 0.6642857142857143; 0.8017241379310345; 0.5974432655467138; 0.6552901023890785; 0.8067226890756303; 0.5612560813799203; 0.845247446975648; 0.9196581196581196; 0.8307412801388704
svm_model_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; 4; ica_diff; svdne; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.82142857 0.875      0.91964286 0.78571429 0.83035714]; 0.532258064516129; 0.6559139784946236; 0.7714592274678111; 0.8896797153024911; 0.8928571428571429; 0.8892857142857142; 0.5714285714285714; 0.6904761904761905; 0.546218487394958; 0.7288135593220338; 0.8431372549019608; 0.6358543417366946; 0.7872127872127872; 0.8454935622317596; 0.7714592274678111
ensemble_model_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; 4; ica_diff; svdne; 708; 236; 236; 0.6; 0.2; 0.2; [0.92957746 0.87323944 0.95774648 0.93661972 0.93571429]; 0.6483050847457628; 0.6059322033898306; 0.8483050847457627; 0.9957446808510638; 0.9915254237288136; 0.9957627118644068; 0.5870646766169154; 0.5673076923076923; 0.6397144522144522; 0.5674418604651164; 0.5258620689655172; 0.6045977011494253; 0.8403211418376448; 0.8205574912891986; 0.8475724750175366
ensemble_model_v2_N32_B0_E32_nb_zones_4_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.90517241 0.88596491 0.9122807  0.9122807  0.9122807 ]; 0.6421052631578947; 0.5157894736842106; 0.8308823529411765; 0.9982547993019197; 1.0; 0.9982517482517482; 0.6792452830188679; 0.6990291262135923; 0.6368708849458766; 0.5106382978723404; 0.5; 0.5159574468085106; 0.8345323741007193; 0.8371134020618557; 0.830762268482748
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; 6; ica_diff; svd; 786; 262; 262; 0.6; 0.2; 0.2; [0.74683544 0.70886076 0.74050633 0.83974359 0.71794872]; 0.6641221374045801; 0.6221374045801527; 0.7114503816793893; 0.7786790266512167; 0.8549618320610687; 0.7569974554707378; 0.7380952380952381; 0.9185185185185185; 0.6561096529600466; 0.7009063444108762; 0.8923076923076924; 0.6241841491841492; 0.7529411764705882; 0.8753799392097265; 0.7106961045741883
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; 6; ica_diff; svd; 778; 259; 259; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.83974359 0.82692308 0.8974359  0.83974359 0.7987013 ]; 0.6486486486486487; 0.6332046332046332; 0.8487654320987654; 0.9871134020618556; 0.9845758354755784; 0.987146529562982; 0.6996699669966997; 0.7851851851851852; 0.6425925925925926; 0.6441947565543071; 0.7413793103448276; 0.6434169278996865; 0.8543833580980682; 0.8984375; 0.8493711890243902
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.91578947 0.84210526 0.88421053 0.90425532 0.83510638]; 0.5936507936507937; 0.6031746031746031; 0.8356598984771574; 0.9936170212765958; 0.9873150105708245; 0.9936575052854122; 0.6649214659685863; 0.7215909090909091; 0.576622792674951; 0.643874643874644; 0.7583892617449665; 0.6111223417158567; 0.8451882845188284; 0.8859649122807017; 0.8350133044693997
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; 6; ica_diff; svdn; 804; 268; 268; 0.6; 0.2; 0.2; [0.85802469 0.86419753 0.88125    0.91875    0.9125    ]; 0.6604477611940298; 0.585820895522388; 0.8462686567164179; 0.9950124688279303; 0.9925373134328358; 0.9950248756218905; 0.6642066420664207; 0.656934306569343; 0.6605282219869616; 0.5747126436781608; 0.5597014925373134; 0.585820895522388; 0.8455772113943029; 0.8380386329866271; 0.8463056733149028
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; 6; ica_diff; svdn; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.93023256 0.90116279 0.93023256 0.9127907  0.94767442]; 0.5664335664335665; 0.5909090909090909; 0.8317039106145251; 1.0; 1.0; 1.0; 0.6; 0.6118421052631579; 0.5633837391987432; 0.652818991097923; 0.7142857142857143; 0.5806277056277057; 0.8400796284007963; 0.8600543478260869; 0.8308892428785607
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 806; 268; 268; 0.6005961251862891; 0.19970193740685543; 0.19970193740685543; [0.87654321 0.91975309 0.85802469 0.85       0.91875   ]; 0.5746268656716418; 0.5895522388059702; 0.8330849478390462; 1.0; 1.0; 1.0; 0.6586826347305388; 0.8148148148148148; 0.5728209412419938; 0.6726190476190476; 0.849624060150376; 0.5914786967418546; 0.848238482384824; 0.9329359165424739; 0.8330849478390462
svm_model_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; 6; ica_diff; svdne; 846; 282; 282; 0.6; 0.2; 0.2; [0.89411765 0.86470588 0.89411765 0.89285714 0.875     ]; 0.6560283687943262; 0.5921985815602837; 0.8063829787234043; 0.9299655568312284; 0.9574468085106383; 0.9278959810874705; 0.7327823691460055; 0.8986486486486487; 0.643354175070593; 0.6900269541778977; 0.8888888888888888; 0.5857487922705313; 0.8299065420560748; 0.9314685314685315; 0.8045831865975751
ensemble_model_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; 6; ica_diff; svdne; 1046; 348; 348; 0.600459242250287; 0.1997703788748565; 0.1997703788748565; [0.89047619 0.9047619  0.93809524 0.90865385 0.88942308]; 0.6436781609195402; 0.5862068965517241; 0.822617680826636; 0.9615023474178405; 0.9789674952198852; 0.9608030592734225; 0.6265060240963856; 0.6081871345029239; 0.6430766180989196; 0.5862068965517242; 0.6144578313253012; 0.5874486958824308; 0.8229226361031519; 0.8348837209302326; 0.8227706586510573
ensemble_model_v2_N32_B0_E32_nb_zones_6_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 960; 320; 320; 0.6; 0.2; 0.2; [0.875      0.89583333 0.88541667 0.921875   0.86458333]; 0.56875; 0.5875; 0.825625; 0.9905759162303664; 0.9854166666666667; 0.990625; 0.6057142857142856; 0.7114093959731543; 0.5779269202087994; 0.6470588235294118; 0.7159763313609467; 0.5798424703162349; 0.8338296605122096; 0.8771929824561403; 0.8257535984599904
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; 8; ica_diff; svd; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.76068376 0.68803419 0.72649573 0.74137931 0.65517241]; 0.615979381443299; 0.6108247422680413; 0.6910401647785788; 0.7422680412371134; 0.7409948542024014; 0.7427101200686106; 0.5940054495912808; 0.5767195767195767; 0.6149929541889341; 0.5907859078590785; 0.615819209039548; 0.6112271400647977; 0.6842105263157895; 0.684931506849315; 0.6909048269392598
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; 8; ica_diff; svd; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.88211382 0.89344262 0.88934426 0.8442623  0.81557377]; 0.6412776412776413; 0.6314496314496314; 0.8521611001964636; 0.9959183673469388; 0.9983633387888707; 0.9959083469721768; 0.6769911504424779; 0.75; 0.6410098522167488; 0.6767241379310345; 0.7548076923076923; 0.6286601275608813; 0.8594114899579636; 0.8993157380254154; 0.8519283527244551
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 1164; 388; 388; 0.6; 0.2; 0.2; [0.90598291 0.88461538 0.87068966 0.90517241 0.875     ]; 0.5747422680412371; 0.5721649484536082; 0.8211340206185567; 0.9862542955326461; 0.9862542955326461; 0.9862542955326462; 0.6611909650924025; 0.8797814207650273; 0.5911102225776357; 0.6666666666666666; 0.8512820512820513; 0.5707187458482795; 0.8385295486272685; 0.9385416666666667; 0.8223320578231292
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; 8; ica_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.90756303 0.89495798 0.92857143 0.92372881 0.91949153]; 0.5569620253164557; 0.5873417721518988; 0.8289473684210527; 1.0; 1.0; 1.0; 0.6506986027944113; 0.815; 0.553653846153846; 0.6720321931589538; 0.8391959798994975; 0.5854143164803609; 0.8452380952380952; 0.9304435483870968; 0.8285347823236296
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; 8; ica_diff; svdn; 1270; 423; 423; 0.6001890359168242; 0.1999054820415879; 0.1999054820415879; [0.9488189  0.92913386 0.94094488 0.90944882 0.88582677]; 0.5933806146572104; 0.5508274231678487; 0.8289224952741021; 1.0; 1.0; 1.0; 0.6504065040650406; 0.7339449541284404; 0.5889236965764153; 0.5833333333333333; 0.6584158415841584; 0.555452264683482; 0.8367899008115419; 0.8796208530805687; 0.82906584595593
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.92436975 0.90756303 0.93277311 0.93277311 0.92016807]; 0.601010101010101; 0.5631313131313131; 0.8319878910191726; 0.9983164983164983; 0.9966386554621849; 0.9983193277310924; 0.6666666666666666; 0.7707317073170732; 0.5947899374281701; 0.6326963906581742; 0.7801047120418848; 0.5705401608989912; 0.8438818565400843; 0.9081735620585267; 0.8319878910191725
svm_model_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; 8; ica_diff; svdne; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.8015873  0.8452381  0.85714286 0.832      0.836     ]; 0.6100478468899522; 0.6555023923444976; 0.7676864244741873; 0.8634630053394355; 0.9012738853503185; 0.8574840764331211; 0.5955334987593052; 0.5911330049261084; 0.6095199908351473; 0.6307692307692307; 0.6029411764705882; 0.6542743265530512; 0.7690114068441064; 0.7816425120772947; 0.7678316628503786
ensemble_model_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; 8; ica_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.91176471 0.88655462 0.89915966 0.88235294 0.91101695]; 0.5808080808080808; 0.6540404040404041; 0.8378787878787879; 0.984822934232715; 0.9831649831649831; 0.9848484848484849; 0.6261261261261261; 0.6556603773584906; 0.5751127973748975; 0.6531645569620254; 0.6386138613861386; 0.6543584770848219; 0.8414814814814816; 0.8452380952380952; 0.8377425044091712
ensemble_model_v2_N32_B0_E32_nb_zones_8_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.88034188 0.91025641 0.93534483 0.88793103 0.92241379]; 0.6778350515463918; 0.6520618556701031; 0.8603092783505155; 0.9905417024935511; 0.9896907216494846; 0.9905498281786942; 0.6753246753246753; 0.6598984771573604; 0.6781167778456959; 0.6778042959427207; 0.6729857819905213; 0.650052213029159; 0.8622267412303; 0.8565656565656565; 0.8603880914407231
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; 10; ica_diff; svd; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.66455696 0.71202532 0.74367089 0.74683544 0.68037975]; 0.5778894472361809; 0.6331658291457286; 0.7045454545454546; 0.7795454545454547; 0.8683544303797468; 0.7544303797468355; 0.631578947368421; 0.7309644670050761; 0.5794125817612445; 0.6755555555555556; 0.7562189054726368; 0.6319165593353031; 0.7366841710427606; 0.8265993265993266; 0.7045454545454546
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; 10; ica_diff; svd; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.86842105 0.86513158 0.85526316 0.85855263 0.84539474]; 0.6401869158878505; 0.6285046728971962; 0.8564814814814815; 0.9816031537450722; 0.9828947368421053; 0.9815789473684211; 0.7038461538461538; 0.8356164383561644; 0.6355115684603788; 0.6813627254509017; 0.8133971291866029; 0.6327259618535754; 0.8658008658008658; 0.9259259259259259; 0.8564814814814814
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.89308176 0.88291139 0.90189873 0.87025316 0.87025316]; 0.6473551637279596; 0.5894206549118388; 0.8653198653198653; 0.9892200380469245; 0.9860935524652339; 0.9892541087231352; 0.6728971962616823; 0.7058823529411765; 0.6456872904602257; 0.6128266033254157; 0.6683937823834197; 0.5915498323681805; 0.8680956306677658; 0.8863636363636364; 0.8653198653198654
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; 10; ica_diff; svdn; 1476; 492; 492; 0.6; 0.2; 0.2; [0.9222973  0.92567568 0.88175676 0.90816327 0.87414966]; 0.6288888888888889; 0.6288888888888889; 0.8577441077441077; 0.997289972899729; 0.997289972899729; 0.997289972899729; 0.6744639376218323; 0.7424892703862661; 0.6247008563912898; 0.6556701030927836; 0.7327188940092166; 0.6324538676054667; 0.8633791430881165; 0.898989898989899; 0.8577441077441078
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; 10; ica_diff; svdn; 1494; 498; 498; 0.6; 0.2; 0.2; [0.93       0.89       0.93624161 0.89261745 0.87248322]; 0.671201814058957; 0.655328798185941; 0.875; 1.0; 1.0; 1.0; 0.7377938517179023; 0.8869565217391304; 0.6614877395425509; 0.7054263565891474; 0.8625592417061612; 0.6638883165052545; 0.8841201716738197; 0.9537037037037037; 0.875
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.88013699 0.90068493 0.86206897 0.90689655 0.90344828]; 0.5878524945770065; 0.6724511930585684; 0.8552188552188552; 0.997938144329897; 0.9986244841815681; 0.9979367262723521; 0.6332046332046333; 0.7735849056603774; 0.6016518905811927; 0.7289048473967683; 0.8152610441767069; 0.6599890126543911; 0.8640316205533597; 0.92003367003367; 0.8552188552188552
svm_model_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; 10; ica_diff; svdne; 1388; 462; 462; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.91366906 0.84892086 0.78776978 0.88489209 0.84782609]; 0.6493506493506493; 0.6341991341991342; 0.7884948096885813; 0.8808446455505279; 0.8414985590778098; 0.8861671469740635; 0.6447368421052633; 0.6533333333333333; 0.6494514767932489; 0.6318082788671024; 0.6170212765957447; 0.6345018277251852; 0.7817938420348058; 0.7590987868284229; 0.7884440393554895
ensemble_model_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; 10; ica_diff; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.90540541 0.92176871 0.88435374 0.89795918 0.87755102]; 0.6393805309734514; 0.6238938053097345; 0.8489057239057239; 0.9823369565217391; 0.9823369565217391; 0.9823369565217392; 0.6680244399185337; 0.6890756302521008; 0.6365938898924055; 0.6255506607929515; 0.6635514018691588; 0.625893347993403; 0.8514687629292511; 0.8661616161616161; 0.8489057239057238
ensemble_model_v2_N32_B0_E32_nb_zones_10_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.94295302 0.89597315 0.91216216 0.91216216 0.88175676]; 0.5964125560538116; 0.5829596412556054; 0.8383838383838383; 0.9879032258064516; 0.9905660377358491; 0.9878706199460916; 0.6590909090909091; 0.7665198237885462; 0.5933055739947297; 0.6450381679389313; 0.771689497716895; 0.5862852774928087; 0.8488188976377953; 0.9074074074074074; 0.8383838383838385
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; 12; ica_diff; svd; 1722; 574; 574; 0.6; 0.2; 0.2; [0.67919075 0.66860465 0.72383721 0.69476744 0.7122093 ]; 0.636085626911315; 0.6941896024464832; 0.7007575757575758; 0.7328990228013029; 0.7839721254355401; 0.7142857142857144; 0.6685236768802229; 0.75; 0.6384730538922155; 0.7267759562841529; 0.7964071856287425; 0.6919535928143713; 0.7230229840280483; 0.7811447811447811; 0.7007575757575758
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; 12; ica_diff; svd; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.86464088 0.85359116 0.85635359 0.82596685 0.82872928]; 0.7491166077738516; 0.7243816254416962; 0.9267676767676768; 0.9861033907726514; 0.980110497237569; 0.9861878453038675; 0.778816199376947; 0.8503401360544217; 0.7450230092036814; 0.7467532467532467; 0.8455882352941176; 0.7289165666266507; 0.92833607907743; 0.9486531986531986; 0.9267676767676767
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svd; 32; 0; 32; zones; ica_diff; svd; 1770; 590; 590; 0.6; 0.2; 0.2; [0.84463277 0.89265537 0.86440678 0.83615819 0.87570621]; 0.6732673267326733; 0.6072607260726073; 0.890993265993266; 0.9768492377188029; 0.9774011299435028; 0.9768361581920905; 0.6990881458966567; 0.7516339869281046; 0.6724836601307189; 0.6666666666666666; 0.7933333333333333; 0.6090849673202615; 0.8945868945868946; 0.9250841750841751; 0.890993265993266
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; 12; ica_diff; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.92196532 0.90462428 0.89017341 0.91618497 0.9244186 ]; 0.5925925925925926; 0.5524691358024691; 0.8834175084175084; 1.0; 1.0; 1.0; 0.6796116504854369; 0.8433734939759037; 0.5862437090132683; 0.6454767726161369; 0.8354430379746836; 0.5592877840475827; 0.8913299333071794; 0.9562289562289562; 0.8834175084175084
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; 12; ica_diff; svdn; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.87142857 0.9        0.89428571 0.88285714 0.87714286]; 0.5718849840255591; 0.6357827476038339; 0.8956228956228957; 1.0; 1.0; 1.0; 0.58125; 0.6283783783783784; 0.5747952497952499; 0.6666666666666665; 0.6909090909090909; 0.6326167076167076; 0.8971807628524047; 0.9107744107744108; 0.8956228956228958
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svdn; 32; 0; 32; zones; ica_diff; svdn; 1894; 631; 631; 0.600126742712294; 0.19993662864385298; 0.19993662864385298; [0.90526316 0.91578947 0.91005291 0.8994709  0.91534392]; 0.5186721991701245; 0.5560165975103735; 0.9057239057239057; 0.9994722955145119; 1.0; 0.9994720168954593; 0.6158940397350993; 0.7322834645669292; 0.506492609476447; 0.6323024054982818; 0.8070175438596491; 0.5688631026384858; 0.909967845659164; 0.9528619528619529; 0.9057239057239057
svm_model_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; 12; ica_diff; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.85714286 0.83428571 0.86285714 0.83142857 0.83908046]; 0.6337579617834395; 0.6496815286624203; 0.8051346801346801; 0.8723175965665235; 0.9302059496567505; 0.8638443935926774; 0.6866485013623979; 0.8129032258064516; 0.6360113613308988; 0.7010869565217391; 0.8113207547169812; 0.6475958612294583; 0.8218545594459408; 0.898989898989899; 0.8051346801346801
ensemble_model_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; 12; ica_diff; svdne; 1836; 612; 612; 0.6; 0.2; 0.2; [0.85869565 0.875      0.89945652 0.8579235  0.90437158]; 0.7222222222222222; 0.7111111111111111; 0.9204545454545454; 0.9804134929270947; 0.9814814814814815; 0.9803921568627451; 0.7619047619047619; 0.8695652173913043; 0.7188735177865612; 0.7483870967741937; 0.8787878787878788; 0.714756258234519; 0.9232643118148599; 0.9570707070707071; 0.9204545454545455
ensemble_model_v2_N32_B0_E32_nb_zones_12_ica_diff_svdne; 32; 0; 32; zones; ica_diff; svdne; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.92032967 0.8543956  0.89835165 0.85714286 0.89835165]; 0.6906474820143885; 0.658273381294964; 0.9116161616161617; 0.9840220385674932; 0.9813186813186813; 0.9840659340659342; 0.7034482758620689; 0.7391304347826086; 0.6909937888198757; 0.6822742474916388; 0.7285714285714285; 0.6577639751552795; 0.9126455906821964; 0.9234006734006734; 0.9116161616161617
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; 4; ica_diff; svd; 570; 190; 190; 0.6; 0.2; 0.2; [0.90350877 0.97368421 0.96491228 0.92982456 0.97368421]; 0.6631578947368421; 0.7; 0.8442105263157895; 0.952212389380531; 0.9438596491228071; 0.9526315789473685; 0.7333333333333334; 0.9565217391304348; 0.6721384205856256; 0.7272727272727273; 0.8351648351648352; 0.7054612054612054; 0.8540433925049309; 0.9252136752136753; 0.8453869205943894
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; 4; ica_diff; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.99193548 0.9516129  0.96774194 0.95901639 0.95081967]; 0.8; 0.7414634146341463; 0.905458089668616; 0.9951219512195122; 0.9935064935064936; 0.99512987012987; 0.8240343347639486; 0.9142857142857143; 0.7971428571428572; 0.7705627705627707; 0.89; 0.7450000000000001; 0.9101019462465245; 0.9571150097465887; 0.9054580896686162
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.98148148 1.         0.98113208 0.96226415 1.        ]; 0.672316384180791; 0.711864406779661; 0.873589164785553; 0.994392523364486; 1.0; 0.9943609022556391; 0.7410714285714286; 0.9540229885057471; 0.6770114942528735; 0.7559808612440192; 0.9875; 0.7360180412371135; 0.8842975206611571; 0.9884526558891455; 0.8761247826907096
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; 4; ica_diff; svdn; 510; 170; 170; 0.6; 0.2; 0.2; [0.95098039 0.96078431 0.99019608 0.96078431 0.93137255]; 0.6588235294117647; 0.6470588235294118; 0.8529411764705882; 0.9863547758284601; 0.9921568627450981; 0.9862745098039216; 0.71; 0.8875; 0.6715277777777777; 0.7169811320754716; 0.8539325842696629; 0.636842835344708; 0.8648648648648648; 0.9433962264150944; 0.85315351226858
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; 4; ica_diff; svdn; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.88888889 0.87962963 0.90740741 0.88679245 0.9245283 ]; 0.7134831460674157; 0.6741573033707865; 0.8733183856502242; 0.9925650557620819; 0.996268656716418; 0.9925373134328358; 0.7243243243243244; 0.7976190476190477; 0.7179584599797366; 0.6777777777777778; 0.7011494252873564; 0.6747505368195023; 0.8748615725359912; 0.8997722095671982; 0.8737271643862481
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.92372881 0.93965517 0.95689655 0.95689655 0.93103448]; 0.6804123711340206; 0.7319587628865979; 0.8824742268041237; 1.0; 1.0; 1.0; 0.686868686868687; 0.7816091954022989; 0.6898700182618971; 0.7523809523809524; 0.8315789473684211; 0.7339712918660286; 0.8848484848484849; 0.9260042283298098; 0.8835252529979029
svm_model_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; 4; ica_diff; svdne; 470; 156; 156; 0.6010230179028133; 0.19948849104859334; 0.19948849104859334; [0.9893617 0.9787234 1.        0.9787234 1.       ]; 0.6730769230769231; 0.6538461538461539; 0.8657289002557544; 1.0; 1.0; 1.0; 0.7411167512690355; 0.8902439024390244; 0.6613381674357284; 0.6931818181818181; 0.7922077922077922; 0.6555975669899721; 0.8754448398576513; 0.9365482233502538; 0.8651813281699723
ensemble_model_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; 4; ica_diff; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.97727273 0.98461538 0.98461538 0.99230769 0.98461538]; 0.7004608294930875; 0.7511520737327189; 0.8895027624309392; 0.9984686064318529; 1.0; 0.9984662576687117; 0.7302904564315353; 0.8380952380952381; 0.7047619047619047; 0.7804878048780487; 0.9411764705882353; 0.7618925831202046; 0.894736842105263; 0.9568480300187617; 0.8907205792046792
ensemble_model_v2_N32_B34_E66_nb_zones_4_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 492; 164; 164; 0.6; 0.2; 0.2; [0.99       0.98979592 1.         1.         1.        ]; 0.7865853658536586; 0.7378048780487805; 0.9048780487804878; 1.0; 1.0; 1.0; 0.8148148148148148; 0.8651685393258427; 0.7792509363295881; 0.7794871794871795; 0.8539325842696629; 0.7269662921348314; 0.9109589041095891; 0.9410377358490566; 0.9035996760053363
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; 6; ica_diff; svd; 1040; 346; 346; 0.6004618937644342; 0.1997690531177829; 0.1997690531177829; [0.86538462 0.91826923 0.83173077 0.89423077 0.86057692]; 0.8323699421965318; 0.8034682080924855; 0.8539260969976905; 0.8775313404050145; 0.875; 0.8778846153846154; 0.8449197860962565; 0.88268156424581; 0.8305623390091326; 0.8057142857142857; 0.8197674418604651; 0.8035618818497728; 0.8563316297558204; 0.8656716417910447; 0.8538578882590531
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; 6; ica_diff; svd; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.96629213 0.97752809 0.93820225 0.93820225 0.96629213]; 0.8344594594594594; 0.7736486486486487; 0.9102564102564102; 0.9812154696132597; 0.9977528089887641; 0.9808988764044945; 0.851063829787234; 0.9150326797385621; 0.8316422139951551; 0.7873015873015872; 0.9051094890510949; 0.7827434237708306; 0.9141381536475145; 0.963265306122449; 0.9106821845203945
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.99438202 0.96629213 0.97159091 0.96022727 0.97727273]; 0.7108843537414966; 0.7755102040816326; 0.8960597826086957; 0.9977426636568849; 1.0; 0.997737556561086; 0.753623188405797; 0.87248322147651; 0.7086554038417032; 0.8156424581005587; 0.9299363057324841; 0.7642382258589427; 0.9037130270610447; 0.9598930481283422; 0.8950017726829557
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; 6; ica_diff; svdn; 870; 290; 290; 0.6; 0.2; 0.2; [0.93103448 0.95977011 0.94827586 0.94827586 0.95402299]; 0.7068965517241379; 0.6896551724137931; 0.8772413793103448; 0.9965635738831615; 1.0; 0.996551724137931; 0.6413502109704642; 0.5547445255474452; 0.6989408902247031; 0.6511627906976745; 0.5874125874125874; 0.6882641168355454; 0.8698830409356725; 0.8321678321678322; 0.8766281337709908
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; 6; ica_diff; svdn; 846; 282; 282; 0.6; 0.2; 0.2; [0.90588235 0.94117647 0.93529412 0.93452381 0.93452381]; 0.6737588652482269; 0.6347517730496454; 0.8617021276595744; 1.0; 1.0; 1.0; 0.7160493827160492; 0.7785234899328859; 0.6674572336882475; 0.6666666666666667; 0.7744360902255639; 0.6422516021597617; 0.8681541582150102; 0.9106382978723404; 0.8617021276595744
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.91477273 0.92613636 0.91954023 0.90804598 0.91954023]; 0.6735395189003437; 0.7457044673539519; 0.8756868131868132; 0.9864559819413092; 1.0; 0.9862700228832951; 0.6666666666666667; 0.6506849315068494; 0.6736183278223903; 0.7196969696969697; 0.6785714285714286; 0.7432592242194892; 0.8738675958188152; 0.8672199170124482; 0.8756290580969471
svm_model_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; 6; ica_diff; svdne; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.99438202 0.97752809 0.98876404 1.         0.98863636]; 0.8203389830508474; 0.8406779661016949; 0.9315718157181572; 0.9988700564971752; 0.9977426636568849; 0.9988713318284425; 0.8306709265175719; 0.9219858156028369; 0.8246292714377821; 0.8517350157728707; 0.9375; 0.8429221854304636; 0.9333333333333333; 0.9711538461538461; 0.9321009872480461
ensemble_model_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; 6; ica_diff; svdne; 802; 267; 267; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.98148148 0.98125    0.96875    0.9875     0.98125   ]; 0.7490636704119851; 0.7340823970037453; 0.8967065868263473; 1.0; 1.0; 1.0; 0.7545787545787546; 0.9363636363636364; 0.7770990156340476; 0.7656765676567657; 0.8787878787878788; 0.7356902356902357; 0.899854862119013; 0.9642301710730948; 0.8991425025639646
ensemble_model_v2_N32_B34_E66_nb_zones_6_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.99479167 1.         0.98947368 0.98947368 0.99473684]; 0.7539432176656151; 0.7350157728706624; 0.8978562421185372; 1.0; 1.0; 1.0; 0.8040201005025126; 0.9580838323353293; 0.742375249500998; 0.7777777777777778; 0.9671052631578947; 0.744158692185008; 0.90625; 0.9849056603773585; 0.8976361424516375
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; 8; ica_diff; svd; 1246; 415; 415; 0.6001926782273603; 0.19990366088631983; 0.19990366088631983; [0.884      0.896      0.888      0.91129032 0.87096774]; 0.8024096385542169; 0.7373493975903614; 0.8439306358381503; 0.8941925218774861; 0.9020866773675762; 0.8932584269662921; 0.7747252747252746; 0.698019801980198; 0.7997141263422116; 0.7046070460704607; 0.625; 0.7376207729468599; 0.8371859296482412; 0.8063891577928364; 0.8437506671035131
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; 8; ica_diff; svd; 1122; 374; 374; 0.6; 0.2; 0.2; [0.93362832 0.96875    0.95089286 0.94642857 0.95535714]; 0.713903743315508; 0.7165775401069518; 0.8775401069518717; 0.9857904085257548; 0.9893048128342246; 0.9857397504456328; 0.7434052757793765; 0.8806818181818182; 0.7231691919191919; 0.7579908675799087; 0.8691099476439791; 0.7132434984121535; 0.884401817264008; 0.9439655172413793; 0.8780337140347023
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.95121951 0.96747967 0.96341463 0.96311475 0.97131148]; 0.7696078431372549; 0.7965686274509803; 0.9123408423114594; 0.99836867862969; 0.99836867862969; 0.99836867862969; 0.798283261802575; 0.9073170731707317; 0.768929472545957; 0.8207343412526997; 0.9178743961352657; 0.7947580935900209; 0.916937354988399; 0.9639024390243902; 0.9121380435043288
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; 8; ica_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.90833333 0.92083333 0.93277311 0.92857143 0.8907563 ]; 0.6984924623115578; 0.7135678391959799; 0.8804020100502512; 0.9966555183946488; 0.998324958123953; 0.9966499162479061; 0.6629213483146068; 0.5700483091787439; 0.7038723221286389; 0.6666666666666666; 0.5816326530612245; 0.711608405738533; 0.8743400211193242; 0.828; 0.8806666666666666
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; 8; ica_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.91056911 0.87704918 0.85655738 0.91393443 0.89344262]; 0.687960687960688; 0.6314496314496314; 0.8570726915520629; 0.9886547811993518; 0.9983633387888707; 0.9885433715220948; 0.7315010570824525; 0.7899543378995434; 0.6795516370348781; 0.6462264150943398; 0.7210526315789474; 0.6370240116420083; 0.8634443923040825; 0.9019607843137255; 0.8569843291647368
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 1116; 372; 372; 0.6; 0.2; 0.2; [0.9375     0.92410714 0.94642857 0.91891892 0.9009009 ]; 0.7231182795698925; 0.7150537634408602; 0.882258064516129; 0.9911190053285969; 1.0; 0.9910394265232976; 0.7632183908045977; 0.8972972972972973; 0.7240497181673653; 0.7557603686635945; 0.8817204301075269; 0.7150537634408602; 0.8902255639097744; 0.9558665231431647; 0.8823371283814642
svm_model_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; 8; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.9875     0.9875     0.9789916  0.97478992 0.99579832]; 0.7110552763819096; 0.6457286432160804; 0.871356783919598; 1.0; 1.0; 1.0; 0.7494553376906319; 0.8431372549019608; 0.7076511016777846; 0.6914660831509847; 0.8272251308900523; 0.6527430002276349; 0.8786729857819905; 0.9344758064516129; 0.8715465204602755
ensemble_model_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; 8; ica_diff; svdne; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.98165138 0.99082569 0.98623853 0.99082569 0.99541284]; 0.790633608815427; 0.7741046831955923; 0.9129955947136564; 1.0; 1.0; 1.0; 0.8090452261306533; 0.875; 0.78945530726257; 0.7819148936170213; 0.8698224852071006; 0.7802720673458183; 0.9152360515021459; 0.9498886414253898; 0.9133974797540891
ensemble_model_v2_N32_B34_E66_nb_zones_8_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 1260; 420; 420; 0.6; 0.2; 0.2; [0.99603175 0.98015873 0.98809524 0.98412698 0.99206349]; 0.7857142857142857; 0.7976190476190477; 0.9166666666666666; 1.0; 1.0; 1.0; 0.8109243697478993; 0.8539823008849557; 0.7800839339476325; 0.7990543735224586; 0.8802083333333334; 0.8041392543859651; 0.91894395553497; 0.9465648854961832; 0.9167235073868749
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; 10; ica_diff; svd; 1542; 514; 514; 0.6; 0.2; 0.2; [0.87096774 0.87662338 0.89935065 0.87337662 0.9025974 ]; 0.8537170263788969; 0.8345323741007195; 0.8733164983164983; 0.885923949299533; 0.8612191958495461; 0.8891050583657588; 0.8564705882352942; 0.8708133971291866; 0.8536759293338241; 0.836104513064133; 0.8461538461538461; 0.8345601766654398; 0.8716417910447761; 0.8602693602693603; 0.8733164983164984
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; 10; ica_diff; svd; 1488; 496; 496; 0.6; 0.2; 0.2; [0.88590604 0.93624161 0.93959732 0.94630872 0.94256757]; 0.8693693693693694; 0.8536036036036037; 0.9356060606060606; 0.9798927613941019; 0.9825268817204301; 0.9798387096774193; 0.8705357142857143; 0.8904109589041096; 0.8696499238964993; 0.8596112311015118; 0.8844444444444445; 0.8531811263318112; 0.9363295880149815; 0.946969696969697; 0.9356060606060606
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.98344371 0.98344371 0.98013245 0.99006623 0.99      ]; 0.7511520737327189; 0.7580645161290323; 0.9103535353535354; 1.0; 1.0; 1.0; 0.782258064516129; 0.8981481481481481; 0.7518263676520556; 0.7861507128309573; 0.8853211009174312; 0.7574753652735304; 0.914629258517034; 0.9604377104377104; 0.9103535353535354
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; 10; ica_diff; svdn; 1452; 484; 484; 0.6; 0.2; 0.2; [0.90410959 0.9        0.89310345 0.88275862 0.88965517]; 0.7251082251082251; 0.7705627705627706; 0.898989898989899; 0.9951956074124915; 0.9986225895316805; 0.9951790633608816; 0.7233115468409586; 0.7377777777777778; 0.7254289732770745; 0.7725321888412017; 0.759493670886076; 0.7708579465541492; 0.8992443324937028; 0.9015151515151515; 0.8989898989898988
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; 10; ica_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.91610738 0.89932886 0.89261745 0.91554054 0.87837838]; 0.7168539325842697; 0.6876404494382022; 0.8880471380471381; 0.9993275050437123; 1.0; 0.9993270524899057; 0.7136363636363637; 0.7235023041474654; 0.7170143099684696; 0.7048832271762208; 0.7280701754385965; 0.6866157328805886; 0.8890742285237698; 0.8973063973063973; 0.8880471380471381
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 1610; 536; 536; 0.6002982848620433; 0.19985085756897839; 0.19985085756897839; [0.9068323  0.90993789 0.90372671 0.93167702 0.91925466]; 0.7075718015665796; 0.6892950391644909; 0.898989898989899; 0.9944410129709698; 1.0; 0.9944099378881988; 0.7068062827225131; 0.7180851063829787; 0.7077605019094381; 0.689295039164491; 0.676923076923077; 0.6895253682487725; 0.8993288590604027; 0.9023569023569024; 0.898989898989899
svm_model_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; 10; ica_diff; svdne; 1572; 524; 524; 0.6; 0.2; 0.2; [0.99367089 0.99681529 0.99681529 0.98726115 0.97452229]; 0.7686567164179104; 0.746268656716418; 0.9179292929292929; 1.0; 1.0; 1.0; 0.8058455114822548; 0.919047619047619; 0.7616071428571428; 0.7763157894736842; 0.921875; 0.7537946428571427; 0.9222177901874751; 0.9730639730639731; 0.9179292929292929
ensemble_model_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; 10; ica_diff; svdne; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.98657718 0.98993289 0.97315436 0.97972973 0.99324324]; 0.7640449438202247; 0.7865168539325843; 0.9145622895622896; 0.997979797979798; 0.9973082099596231; 0.9979811574697174; 0.7807933194154488; 0.8862559241706162; 0.770051039008385; 0.8183556405353728; 0.9145299145299145; 0.7795398387815449; 0.9183755528749498; 0.9612794612794613; 0.9145622895622896
ensemble_model_v2_N32_B34_E66_nb_zones_10_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 1494; 498; 498; 0.6; 0.2; 0.2; [0.99333333 0.99666667 0.99328859 0.98322148 0.97315436]; 0.7664399092970522; 0.7210884353741497; 0.9036195286195287; 0.9979906229068989; 0.9973226238286479; 0.9979919678714859; 0.8038095238095239; 0.9377777777777778; 0.7628703703703704; 0.7674858223062381; 0.9398148148148148; 0.7254629629629629; 0.9100903023164506; 0.9755892255892256; 0.9036195286195287
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; 12; ica_diff; svd; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.86216216 0.87567568 0.90810811 0.82972973 0.86486486]; 0.8745247148288974; 0.9011406844106464; 0.8787878787878788; 0.8715647784632641; 0.84; 0.8762162162162161; 0.8674698795180723; 0.7883211678832117; 0.8782875680685899; 0.8951612903225806; 0.8809523809523809; 0.9003302050747306; 0.8736842105263157; 0.8383838383838383; 0.8787878787878788
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; 12; ica_diff; svd; 1700; 566; 566; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.97647059 0.93235294 0.93823529 0.94705882 0.93235294]; 0.8076923076923077; 0.8313609467455622; 0.936026936026936; 0.9824355971896955; 0.9870588235294118; 0.9823529411764705; 0.8104956268221574; 0.7679558011049724; 0.8107294929091741; 0.8118811881188119; 0.7834394904458599; 0.82818383362072; 0.935429056924384; 0.9267676767676768; 0.9360269360269361
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svd; 32; 34; 66; zones; ica_diff; svd; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.98857143 0.97413793 0.97413793 0.96264368 0.98850575]; 0.7981072555205048; 0.7381703470031545; 0.9364478114478114; 0.9977064220183487; 0.9988518943742825; 0.9977037887485647; 0.8192090395480226; 0.8529411764705882; 0.7938175270108042; 0.7365079365079366; 0.7891156462585034; 0.7416166466586634; 0.9374222958972234; 0.952020202020202; 0.9364478114478114
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; 12; ica_diff; svdn; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.90236686 0.92899408 0.90236686 0.93786982 0.91666667]; 0.7761627906976745; 0.7645348837209303; 0.930976430976431; 0.9964580873671782; 1.0; 0.9964454976303317; 0.781869688385269; 0.8070175438596491; 0.7763411418720211; 0.7792915531335151; 0.8265895953757225; 0.7641719906703174; 0.932062966031483; 0.946969696969697; 0.930976430976431
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; 12; ica_diff; svdn; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.91525424 0.9180791  0.88700565 0.92045455 0.89204545]; 0.6885245901639344; 0.6622950819672131; 0.9120370370370371; 0.9938097917839055; 1.0; 0.993771234428086; 0.7308781869688384; 0.832258064516129; 0.6861290322580647; 0.688821752265861; 0.76; 0.6638709677419355; 0.9150751726940268; 0.9478114478114478; 0.912037037037037
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svdn; 32; 34; 66; zones; ica_diff; svdn; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.91666667 0.93063584 0.91040462 0.87861272 0.93063584]; 0.7049689440993789; 0.6832298136645962; 0.914983164983165; 0.9971214738054116; 1.0; 0.9971131639722864; 0.7277936962750716; 0.8819444444444444; 0.7218710986267166; 0.7462686567164178; 0.8426966292134831; 0.6644038701622972; 0.9188102893890676; 0.9621212121212122; 0.914983164983165
svm_model_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; 12; ica_diff; svdne; 1716; 572; 572; 0.6; 0.2; 0.2; [0.97674419 0.97674419 0.99418605 0.98538012 0.97953216]; 0.7878787878787878; 0.8121212121212121; 0.9444444444444444; 1.0; 1.0; 1.0; 0.7941176470588235; 0.8544303797468354; 0.7905872828966736; 0.8306010928961748; 0.8837209302325582; 0.8089490727112159; 0.9454995871180842; 0.9638047138047138; 0.9444444444444443
ensemble_model_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; 12; ica_diff; svdne; 1864; 621; 621; 0.6001287830006439; 0.19993560849967804; 0.19993560849967804; [0.97593583 0.99197861 0.98387097 0.97580645 0.95430108]; 0.78125; 0.7265625; 0.946969696969697; 1.0; 1.0; 1.0; 0.7941176470588235; 0.84375; 0.78125; 0.7569444444444445; 0.8515625; 0.7265625; 0.9480198019801979; 0.9671717171717171; 0.946969696969697
ensemble_model_v2_N32_B34_E66_nb_zones_12_ica_diff_svdne; 32; 34; 66; zones; ica_diff; svdne; 1724; 574; 574; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.98265896 0.98554913 0.98837209 0.97965116 0.99127907]; 0.7944785276073619; 0.8159509202453987; 0.9461279461279462; 0.9994196169471851; 0.9988399071925754; 0.9994199535962878; 0.8286445012787723; 0.9473684210526315; 0.7865874363327673; 0.8295454545454545; 0.9419354838709677; 0.82184493491794; 0.9480940794809408; 0.984006734006734; 0.9461279461279462
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; 4; ica_diff; svd; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.89516129 0.91129032 0.93442623 0.95901639 0.90163934]; 0.9166666666666666; 0.8970588235294118; 0.9158512720156555; 0.9183673469387755; 0.8794788273615635; 0.9218241042345277; 0.925764192139738; 0.9724770642201835; 0.9125543215837759; 0.8934010152284264; 0.967032967032967; 0.9038704658173685; 0.9151873767258383; 0.9151873767258383; 0.9158461155473852
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; 4; ica_diff; svd; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.975      0.95       0.95833333 0.92372881 0.96610169]; 0.8686868686868687; 0.8585858585858586; 0.9334677419354839; 0.98; 0.9865771812080537; 0.9798657718120806; 0.87; 0.87; 0.8686734693877551; 0.8526315789473684; 0.826530612244898; 0.8582653061224489; 0.9333333333333333; 0.9314516129032258; 0.9334677419354839
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.92741935 0.93548387 0.96774194 0.89516129 0.87903226]; 0.8640776699029126; 0.8592233009708737; 0.9331395348837209; 0.9805194805194806; 0.9741935483870968; 0.9806451612903225; 0.8771929824561403; 0.8928571428571429; 0.861322188449848; 0.8711111111111112; 0.8828828828828829; 0.857230915125652; 0.9354536950420954; 0.9380863039399625; 0.9329710076814042
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; 4; ica_diff; svdn; 526; 175; 175; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.72641509 0.71698113 0.72641509 0.72115385 0.69230769]; 0.7371428571428571; 0.7085714285714285; 0.7888127853881278; 0.8445229681978799; 0.908745247148289; 0.8326996197718632; 0.7325581395348839; 0.8513513513513513; 0.7524083489430023; 0.7150837988826815; 0.7191011235955056; 0.7083877711000784; 0.7982551799345693; 0.8591549295774648; 0.7906885758998435
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; 4; ica_diff; svdn; 564; 188; 188; 0.6; 0.2; 0.2; [0.78070175 0.78070175 0.80357143 0.75892857 0.70535714]; 0.6808510638297872; 0.6808510638297872; 0.85; 0.9628318584070796; 0.9645390070921985; 0.9627659574468085; 0.6808510638297872; 0.7619047619047619; 0.6886446886446888; 0.7413793103448276; 0.7818181818181819; 0.6601398601398601; 0.8568527918781724; 0.8865546218487395; 0.8495273109243697
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.7016129  0.67741935 0.67213115 0.6147541  0.73770492]; 0.7107843137254902; 0.6911764705882353; 0.850293542074364; 0.9500805152979066; 0.9609120521172638; 0.9495114006514658; 0.730593607305936; 0.8080808080808081; 0.7135642135642135; 0.7123287671232877; 0.8041237113402062; 0.6964543790345891; 0.8555240793201134; 0.9005964214711729; 0.8510689236450276
svm_model_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; 4; ica_diff; svdne; 740; 246; 246; 0.6006493506493507; 0.19967532467532467; 0.19967532467532467; [0.97297297 0.97297297 0.97972973 0.98648649 0.97972973]; 0.8211382113821138; 0.8861788617886179; 0.9383116883116883; 0.9946236559139785; 1.0; 0.9945945945945946; 0.8294573643410853; 0.8629032258064516; 0.8207958751983078; 0.8914728682170543; 0.9504132231404959; 0.887206611570248; 0.9396825396825397; 0.9626016260162602; 0.9383510561199615
ensemble_model_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; 4; ica_diff; svdne; 710; 236; 236; 0.6006768189509306; 0.1996615905245347; 0.1996615905245347; [0.97183099 0.98591549 0.93661972 0.95774648 0.95774648]; 0.885593220338983; 0.8771186440677966; 0.9450084602368867; 0.9871611982881597; 0.9746478873239437; 0.9873239436619718; 0.8906882591093117; 0.9322033898305084; 0.885593220338983; 0.8913857677902621; 0.9754098360655737; 0.8736698303134885; 0.9465020576131686; 0.9663865546218487; 0.9448627832734459
ensemble_model_v2_N32_B84_E116_nb_zones_4_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.98181818 0.96363636 0.96363636 0.94545455 0.93518519]; 0.9120879120879121; 0.8241758241758241; 0.944078947368421; 0.9945355191256832; 0.9963503649635036; 0.9945255474452553; 0.9058823529411766; 0.927710843373494; 0.9133503711816965; 0.8117647058823529; 0.8961038961038961; 0.8337662337662338; 0.9426321709786277; 0.9654377880184332; 0.9450619902435263
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; 6; ica_diff; svd; 966; 322; 322; 0.6; 0.2; 0.2; [0.8814433  0.90721649 0.87113402 0.86979167 0.91145833]; 0.9192546583850931; 0.9099378881987578; 0.9006211180124224; 0.8905109489051095; 0.8840579710144928; 0.8913043478260869; 0.9155844155844155; 0.8867924528301887; 0.9188563491144809; 0.9073482428115016; 0.8502994011976048; 0.9122464747923509; 0.8987341772151898; 0.8776266996291718; 0.9007359465686433
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; 6; ica_diff; svd; 982; 327; 327; 0.6002444987775061; 0.19987775061124693; 0.19987775061124693; [0.94444444 0.91836735 0.91836735 0.96938776 0.94387755]; 0.8685015290519877; 0.8593272171253823; 0.9309290953545232; 0.9756592292089249; 0.9796334012219959; 0.9755600814663951; 0.85121107266436; 0.8424657534246576; 0.8659842579277984; 0.8670520231213873; 0.8287292817679558; 0.8629947778702793; 0.9302899444787169; 0.921760391198044; 0.9309290953545233
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1020; 340; 340; 0.6; 0.2; 0.2; [0.91666667 0.91666667 0.93137255 0.91176471 0.88235294]; 0.8941176470588236; 0.8647058823529412; 0.9341176470588235; 0.9707602339181286; 0.9764705882352941; 0.9705882352941176; 0.8902439024390243; 0.8538011695906432; 0.8943562060970968; 0.8693181818181818; 0.8693181818181818; 0.8645371396895786; 0.9343493552168814; 0.9299883313885647; 0.934151935563796
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; 6; ica_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.69886364 0.78977273 0.71022727 0.67613636 0.75862069]; 0.7191780821917808; 0.6643835616438356; 0.8303693570451436; 0.924944812362031; 0.9544419134396356; 0.9225512528473805; 0.75; 0.831081081081081; 0.7176238738738739; 0.6818181818181819; 0.7777777777777778; 0.6723283793347488; 0.8391699092088197; 0.8961218836565097; 0.831169049936363
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; 6; ica_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.66477273 0.77011494 0.7183908  0.77586207 0.74712644]; 0.7103448275862069; 0.7344827586206897; 0.8643250688705234; 0.958904109589041; 0.963302752293578; 0.9587155963302753; 0.7499999999999999; 0.8235294117647058; 0.7037355088020609; 0.7616099071207431; 0.8541666666666666; 0.735302511415525; 0.8716612377850164; 0.91268758526603; 0.8638542237873961
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1034; 344; 344; 0.6004645760743321; 0.1997677119628339; 0.1997677119628339; [0.74519231 0.66346154 0.68446602 0.60194175 0.69417476]; 0.7180232558139535; 0.7441860465116279; 0.8443670150987224; 0.9226467847157502; 0.9574468085106383; 0.9197292069632496; 0.7267605633802817; 0.7456647398843931; 0.7178616097082785; 0.7471264367816093; 0.7784431137724551; 0.7451537602760582; 0.8490990990990991; 0.8798133022170361; 0.8445309285651655
svm_model_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; 6; ica_diff; svdne; 942; 314; 314; 0.6; 0.2; 0.2; [0.92105263 0.93617021 0.90425532 0.91489362 0.88297872]; 0.8248407643312102; 0.8312101910828026; 0.8968152866242038; 0.941684665226782; 0.9256900212314225; 0.9426751592356688; 0.8533333333333333; 0.9302325581395349; 0.8137078283655419; 0.8547945205479452; 0.9570552147239264; 0.8262097265672612; 0.9027611044417768; 0.9330024813895782; 0.8958206124225377
ensemble_model_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; 6; ica_diff; svdne; 814; 271; 271; 0.6002949852507374; 0.19985250737463126; 0.19985250737463126; [0.92073171 0.93292683 0.95679012 0.9382716  0.90740741]; 0.8856088560885609; 0.8560885608856088; 0.948377581120944; 1.0; 1.0; 1.0; 0.874493927125506; 0.8925619834710744; 0.8862809917355372; 0.8659793814432989; 0.9064748201438849; 0.854752561587094; 0.9482248520710059; 0.9610194902548725; 0.94857941131031
ensemble_model_v2_N32_B84_E116_nb_zones_6_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.96236559 0.93478261 0.93478261 0.93478261 0.93478261]; 0.8371335504885994; 0.8208469055374593; 0.9147135416666666; 0.9711751662971175; 0.9501084598698482; 0.9718004338394794; 0.8407643312101911; 0.868421052631579; 0.8374363327674023; 0.8253968253968255; 0.896551724137931; 0.8248190719455087; 0.9144350097975179; 0.9234828496042217; 0.9148262577069951
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; 8; ica_diff; svd; 1254; 418; 418; 0.6; 0.2; 0.2; [0.88095238 0.8968254  0.924      0.912      0.892     ]; 0.9019138755980861; 0.8899521531100478; 0.9019138755980861; 0.9049919484702095; 0.8963317384370016; 0.9059011164274323; 0.9030732860520093; 0.8681818181818182; 0.9037878787878788; 0.8872549019607844; 0.8786407766990292; 0.8897920864627221; 0.9011095031355524; 0.8869895536562203; 0.9020290101935874
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; 8; ica_diff; svd; 1290; 430; 430; 0.6; 0.2; 0.2; [0.9379845  0.92248062 0.92248062 0.94573643 0.91860465]; 0.8744186046511628; 0.8953488372093024; 0.9293023255813954; 0.9583005507474428; 0.9441860465116279; 0.9589147286821705; 0.8772727272727273; 0.9323671497584541; 0.8764974762245187; 0.9015317286652079; 0.9279279279279279; 0.8942524255024256; 0.929889298892989; 0.9385474860335196; 0.9293109177379494
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1082; 360; 360; 0.6004439511653719; 0.1997780244173141; 0.1997780244173141; [0.9587156  0.9537037  0.96296296 0.93981481 0.92592593]; 0.8972222222222223; 0.8694444444444445; 0.9422863485016648; 0.9814814814814815; 0.9796672828096118; 0.9815157116451017; 0.8888888888888888; 0.8705882352941177; 0.8958204334365325; 0.8712328767123287; 0.8594594594594595; 0.8697297297297297; 0.9415073115860518; 0.9341517857142857; 0.94224145577105
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; 8; ica_diff; svdn; 1294; 431; 431; 0.6001855287569573; 0.19990723562152132; 0.19990723562152132; [0.66153846 0.67307692 0.65891473 0.65503876 0.71705426]; 0.7540603248259861; 0.740139211136891; 0.7393320964749536; 0.7659863945578232; 0.8701700154559505; 0.7341576506955177; 0.7800829875518673; 0.8623853211009175; 0.7527889046819141; 0.7627118644067796; 0.861244019138756; 0.7436850726324411; 0.7681518151815182; 0.866852886405959; 0.7398035226854194
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; 8; ica_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.72357724 0.73360656 0.74590164 0.7295082  0.74590164]; 0.7027027027027027; 0.7297297297297297; 0.8580550098231827; 0.9530744336569579; 0.9639934533551555; 0.9525368248772504; 0.7484407484407485; 0.8823529411764706; 0.7022602144305998; 0.7698744769874477; 0.9019607843137255; 0.7293055153095721; 0.8683371298405469; 0.9352306182531894; 0.857979124269171
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.73333333 0.70416667 0.75833333 0.7375     0.74789916]; 0.6766917293233082; 0.6641604010025063; 0.8201402805611222; 0.9220779220779222; 0.9482470784641068; 0.9198664440734557; 0.7340206185567011; 0.89; 0.6761557788944723; 0.7254098360655737; 0.8762376237623762; 0.6614690656882947; 0.83718820861678; 0.922077922077922; 0.8198329308882073
svm_model_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; 8; ica_diff; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.9380531  0.9159292  0.95132743 0.96902655 0.91150442]; 0.7952127659574468; 0.8377659574468085; 0.9096705632306057; 0.9719789842381786; 0.9823008849557522; 0.9716814159292035; 0.8188235294117648; 0.8969072164948454; 0.7918602016540162; 0.8508557457212714; 0.8969072164948454; 0.83581624561006; 0.9139676113360323; 0.9475341028331584; 0.9091814755285275
ensemble_model_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; 8; ica_diff; svdne; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.91056911 0.8699187  0.92682927 0.95934959 0.9057377 ]; 0.8899755501222494; 0.8728606356968215; 0.9315738025415444; 0.9646672144617914; 0.9560260586319218; 0.9649837133550488; 0.8974943052391801; 0.9380952380952381; 0.8886456089973678; 0.8807339449541284; 0.9320388349514563; 0.8724233583624277; 0.9330783938814531; 0.9475728155339805; 0.931463573121321
ensemble_model_v2_N32_B84_E116_nb_zones_8_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 1066; 355; 355; 0.6002252252252253; 0.1998873873873874; 0.1998873873873874; [0.92056075 0.92056075 0.92990654 0.92924528 0.91037736]; 0.895774647887324; 0.8845070422535212; 0.9425675675675675; 0.9775700934579439; 0.9812382739212008; 0.9774859287054409; 0.8980716253443526; 0.8907103825136612; 0.8959365866056678; 0.8906666666666667; 0.893048128342246; 0.884024064171123; 0.9435840707964601; 0.9446290143964563; 0.9425321475189613
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; 10; ica_diff; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.88175676 0.94557823 0.91496599 0.92176871 0.90816327]; 0.8827433628318584; 0.911504424778761; 0.9078282828282829; 0.9142857142857143; 0.9130434782608695; 0.9144021739130435; 0.8741092636579572; 0.8761904761904762; 0.8823101141282961; 0.9186991869918698; 0.9338842975206612; 0.9097992916174734; 0.9080990348300462; 0.9107744107744108; 0.9078282828282829
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; 10; ica_diff; svd; 1512; 504; 504; 0.6; 0.2; 0.2; [0.90460526 0.93377483 0.93046358 0.9205298  0.92715232]; 0.8981481481481481; 0.9120370370370371; 0.9448653198653199; 0.9676140118968936; 0.9682539682539683; 0.9675925925925927; 0.8986175115207373; 0.8552631578947368; 0.9006707946336429; 0.900523560209424; 0.8431372549019608; 0.9084107327141384; 0.9437526835551739; 0.9250841750841751; 0.9448653198653199
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.91390728 0.87748344 0.91       0.90666667 0.92666667]; 0.8990825688073395; 0.8899082568807339; 0.9372895622895623; 0.961719274680994; 0.9521276595744681; 0.9621010638297872; 0.9055793991416309; 0.9634703196347032; 0.8987858510615914; 0.894736842105263; 0.9400921658986175; 0.8901374071502219; 0.9381999170468686; 0.952020202020202; 0.9372895622895623
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; 10; ica_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.71710526 0.74834437 0.74503311 0.74172185 0.72847682]; 0.6990740740740741; 0.6828703703703703; 0.7356902356902357; 0.7821363910681954; 0.8571428571428571; 0.7612433862433863; 0.7368421052631577; 0.8272727272727273; 0.6966552315608919; 0.7198364008179959; 0.8301886792452831; 0.6855488850771869; 0.762121212121212; 0.8468013468013468; 0.7356902356902357
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; 10; ica_diff; svdn; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.7027972  0.7027972  0.73426573 0.73239437 0.76056338]; 0.751578947368421; 0.7410526315789474; 0.86489898989899; 0.9441340782122906; 0.9481065918653576; 0.9438990182328192; 0.7591836734693878; 0.7948717948717948; 0.7522076816682625; 0.7554671968190856; 0.7883817427385892; 0.7403447175231407; 0.8676288659793814; 0.8855218855218855; 0.8648989898989898
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1584; 528; 528; 0.6; 0.2; 0.2; [0.73899371 0.70440252 0.73417722 0.68670886 0.68987342]; 0.7222222222222222; 0.7449494949494949; 0.906986531986532; 0.9936548223350253; 0.9886363636363636; 0.9936868686868687; 0.7441860465116279; 0.7729468599033816; 0.7198067632850242; 0.7530562347188264; 0.8148148148148148; 0.747987117552335; 0.9084886128364389; 0.9234006734006734; 0.906986531986532
svm_model_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; 10; ica_diff; svdne; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.93537415 0.91156463 0.92517007 0.94217687 0.92465753]; 0.9096916299559471; 0.8942731277533039; 0.9187710437710438; 0.9296346414073071; 0.9359673024523161; 0.9291553133514987; 0.907865168539326; 0.8706896551724138; 0.9105700528114321; 0.8878504672897196; 0.8558558558558559; 0.8934451693072384; 0.9179072735006379; 0.9082491582491582; 0.9187710437710437
ensemble_model_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; 10; ica_diff; svdne; 1386; 462; 462; 0.6; 0.2; 0.2; [0.9352518  0.93884892 0.91726619 0.91666667 0.93115942]; 0.8225108225108225; 0.816017316017316; 0.9086580086580086; 0.9683908045977011; 0.9725829725829725; 0.9682539682539681; 0.8392156862745098; 0.9344978165938864; 0.8234720842626084; 0.8343079922027291; 0.9145299145299145; 0.8147210976158343; 0.9126293995859213; 0.9532871972318339; 0.9086193351843745
ensemble_model_v2_N32_B84_E116_nb_zones_10_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.92903226 0.90967742 0.92532468 0.91558442 0.94155844]; 0.8341346153846154; 0.8341346153846154; 0.9259259259259259; 0.9750982961992136; 0.9637305699481865; 0.9753886010362693; 0.8571428571428572; 0.9583333333333334; 0.8291666666666666; 0.8503253796095444; 0.98; 0.839537037037037; 0.9287449392712551; 0.9654882154882155; 0.9259259259259259
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; 12; ica_diff; svd; 1692; 564; 564; 0.6; 0.2; 0.2; [0.93529412 0.8816568  0.90828402 0.92307692 0.92011834]; 0.8713450292397661; 0.8801169590643275; 0.9048821548821548; 0.9173989455184534; 0.925531914893617; 0.9166666666666666; 0.8698224852071006; 0.8076923076923077; 0.8757211538461538; 0.8664495114006514; 0.83125; 0.8771634615384617; 0.9039115646258503; 0.8947811447811448; 0.904882154882155
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; 12; ica_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.91853933 0.91853933 0.90730337 0.91573034 0.93820225]; 0.9026845637583892; 0.912751677852349; 0.946969696969697; 0.959864330130017; 0.9539325842696629; 0.9601123595505618; 0.9079365079365078; 0.934640522875817; 0.9018030200585981; 0.9171974522292993; 0.993103448275862; 0.9148523777327023; 0.9474562135112594; 0.9562289562289562; 0.946969696969697
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svd; 32; 84; 116; zones; ica_diff; svd; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.92663043 0.91803279 0.87978142 0.88251366 0.89617486]; 0.9485294117647058; 0.9375; 0.9558080808080808; 0.9593852908891328; 0.9541484716157205; 0.9596069868995634; 0.9520547945205479; 0.9858156028368794; 0.9471062747008824; 0.9381818181818182; 0.9847328244274809; 0.9391749228520383; 0.9560485558811218; 0.9612794612794613; 0.9558080808080809
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; 12; ica_diff; svdn; 1694; 564; 564; 0.6002834868887313; 0.1998582565556343; 0.1998582565556343; [0.70882353 0.74705882 0.71301775 0.69526627 0.73668639]; 0.7155425219941349; 0.6715542521994134; 0.7377946127946128; 0.7671541057367829; 0.8051948051948052; 0.755608028335301; 0.7188405797101448; 0.7085714285714285; 0.7157314974182445; 0.6836158192090396; 0.7289156626506024; 0.6730292598967298; 0.7484860718611223; 0.7803030303030303; 0.7377946127946127
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; 12; ica_diff; svdn; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.75287356 0.6408046  0.70114943 0.70689655 0.66184971]; 0.7523510971786834; 0.7586206896551724; 0.8994107744107744; 0.9521613832853025; 0.950517836593786; 0.9522439585730724; 0.7641791044776118; 0.7901234567901234; 0.7517496264842338; 0.7673716012084593; 0.8089171974522293; 0.7593968703310531; 0.9004581424406497; 0.9099326599326599; 0.8994107744107744
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svdn; 32; 84; 116; zones; ica_diff; svdn; 1722; 574; 574; 0.6; 0.2; 0.2; [0.68208092 0.68895349 0.73837209 0.72093023 0.71802326]; 0.6941896024464832; 0.709480122324159; 0.8518518518518519; 0.9121432568550644; 0.9465737514518002; 0.9088269454123112; 0.7409326424870466; 0.8773006134969326; 0.694747867724076; 0.7570332480818412; 0.9024390243902439; 0.7088882238515637; 0.8627145085803433; 0.930976430976431; 0.8518518518518519
svm_model_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; 12; ica_diff; svdne; 1604; 534; 534; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.93167702 0.95341615 0.953125   0.909375   0.946875  ]; 0.8497409326424871; 0.8160621761658031; 0.9170875420875421; 0.9576059850374065; 0.9576059850374065; 0.9576059850374063; 0.8699551569506726; 0.9748743718592965; 0.8457259559831242; 0.8329411764705883; 0.946524064171123; 0.81999570042727; 0.9204040404040404; 0.9587542087542088; 0.9170875420875422
ensemble_model_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; 12; ica_diff; svdne; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.94571429 0.95977011 0.93965517 0.95402299 0.95114943]; 0.7760252365930599; 0.8359621451104101; 0.9318181818181818; 0.9774174869716272; 0.9690011481056258; 0.9776119402985075; 0.778816199376947; 0.78125; 0.7759753184713377; 0.8364779874213837; 0.8471337579617835; 0.8360668789808917; 0.9315300084530853; 0.9276094276094277; 0.9318181818181819
ensemble_model_v2_N32_B84_E116_nb_zones_12_ica_diff_svdne; 32; 84; 116; zones; ica_diff; svdne; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.92857143 0.91483516 0.92541436 0.90883978 0.93370166]; 0.8540925266903915; 0.8861209964412812; 0.9385521885521886; 0.9594219010561422; 0.9514884233737596; 0.9597574421168686; 0.8646864686468647; 0.9492753623188406; 0.8557565622783014; 0.8940397350993377; 0.9440559440559441; 0.8850714502888416; 0.9392678868552412; 0.9503367003367004; 0.9385521885521885
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; 4; ica_diff; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.75892857 0.8        0.82727273 0.80909091 0.84545455]; 0.8478260869565217; 0.8206521739130435; 0.8206521739130435; 0.8081180811808117; 0.7934782608695652; 0.8115942028985508; 0.849462365591398; 0.8061224489795918; 0.8507356430944472; 0.8023952095808383; 0.7701149425287356; 0.8180471619860172; 0.8156424581005587; 0.7917570498915402; 0.8207151262529597
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; 4; ica_diff; svd; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.82407407 0.90740741 0.87037037 0.91509434 0.88679245]; 0.8764044943820225; 0.8707865168539326; 0.929372197309417; 0.9675090252707581; 1.0; 0.9664179104477613; 0.8690476190476191; 0.8588235294117647; 0.8756483238456673; 0.8670520231213873; 0.8426966292134831; 0.8707865168539326; 0.9296089385474859; 0.9411764705882353; 0.9294771241830065
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.90163934 0.8852459  0.88333333 0.89166667 0.875     ]; 0.7810945273631841; 0.8905472636815921; 0.9194831013916501; 0.9751243781094528; 0.9735099337748344; 0.9751655629139072; 0.7962962962962963; 0.8349514563106796; 0.7797206261145235; 0.8865979381443299; 0.9148936170212766; 0.8920262477629747; 0.9200394866732478; 0.9338677354709419; 0.9195965896289621
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; 4; ica_diff; svdn; 708; 236; 236; 0.6; 0.2; 0.2; [0.66901408 0.57042254 0.59859155 0.6056338  0.61428571]; 0.6101694915254238; 0.6228813559322034; 0.8067796610169492; 0.9344490934449093; 0.9463276836158192; 0.9336158192090396; 0.6198347107438017; 0.6410256410256411; 0.6104287868993751; 0.6307053941908715; 0.6608695652173913; 0.6238232123607618; 0.81; 0.8293515358361775; 0.8069316601739811
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; 4; ica_diff; svdn; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.6015625 0.5546875 0.546875  0.6015625 0.6015625]; 0.5446009389671361; 0.6150234741784038; 0.8320825515947468; 1.0; 1.0; 1.0; 0.5836909871244635; 0.6296296296296297; 0.5433862433862434; 0.6306306306306307; 0.6796116504854369; 0.6170785525154457; 0.8365296803652967; 0.8625235404896422; 0.8321963496840735
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 498; 166; 166; 0.6; 0.2; 0.2; [0.53       0.51       0.54       0.5        0.55102041]; 0.5301204819277109; 0.5903614457831325; 0.8240963855421687; 1.0; 1.0; 1.0; 0.5517241379310344; 0.6; 0.5325581395348837; 0.6222222222222222; 0.6436781609195402; 0.5876618652698966; 0.8286384976525821; 0.8485576923076923; 0.8240373002601263
svm_model_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; 4; ica_diff; svdne; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.92727273 0.87272727 0.77777778 0.84259259 0.93518519]; 0.8121546961325967; 0.7348066298342542; 0.8951434878587197; 0.976234003656307; 0.9816176470588235; 0.9761029411764706; 0.8229166666666665; 0.9186046511627907; 0.8171970624235005; 0.7692307692307693; 0.898876404494382; 0.7374816805080606; 0.8996832101372755; 0.9530201342281879; 0.8959000453276016
ensemble_model_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; 4; ica_diff; svdne; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.78448276 0.9137931  0.90517241 0.81034483 0.86206897]; 0.9067357512953368; 0.8549222797927462; 0.906832298136646; 0.9259259259259259; 0.9482758620689655; 0.9241379310344828; 0.9256198347107438; 0.9655172413793104; 0.8918495297805643; 0.8640776699029126; 0.9270833333333334; 0.8552942439862544; 0.9136276391554703; 0.9482071713147411; 0.9051380684159912
ensemble_model_v2_N32_B134_E166_nb_zones_4_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.84615385 0.88461538 0.88461538 0.84615385 0.87692308]; 0.8703703703703703; 0.8194444444444444; 0.9168207024029574; 0.9650986342943855; 0.9784615384615385; 0.9646153846153847; 0.8738738738738738; 0.9065420560747663; 0.8707022206979336; 0.8266666666666667; 0.8942307692307693; 0.8221153846153846; 0.9186256781193489; 0.9477611940298507; 0.9171040402383686
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; 6; ica_diff; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.83908046 0.9127907  0.86627907 0.9127907  0.87790698]; 0.8536585365853658; 0.8815331010452961; 0.8760445682451253; 0.884090909090909; 0.9025522041763341; 0.8816705336426914; 0.8551724137931035; 0.8611111111111112; 0.8536324786324786; 0.8851351351351351; 0.8618421052631579; 0.8827729044834308; 0.878581173260573; 0.8858321870701513; 0.8759203248467823
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; 6; ica_diff; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.89772727 0.89204545 0.8908046  0.87356322 0.87931034]; 0.865979381443299; 0.8419243986254296; 0.9086538461538461; 0.945578231292517; 0.954233409610984; 0.9450800915331808; 0.8737864077669902; 0.9440559440559441; 0.8672982422982425; 0.8553459119496855; 0.8947368421052632; 0.8394547519878834; 0.9118621603711068; 0.9398907103825137; 0.9084812667934669
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.93157895 0.9        0.90526316 0.90425532 0.90957447]; 0.8539682539682539; 0.834920634920635; 0.9238578680203046; 0.9764957264957265; 0.9661733615221987; 0.9767441860465116; 0.8606060606060606; 0.922077922077922; 0.8554488989271598; 0.8539325842696629; 0.8994082840236687; 0.8298411283132042; 0.9260172626387176; 0.9434673366834171; 0.9236567452647855
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; 6; ica_diff; svdn; 828; 276; 276; 0.6; 0.2; 0.2; [0.62650602 0.60843373 0.63855422 0.62048193 0.6097561 ]; 0.5869565217391305; 0.5978260869565217; 0.6413043478260869; 0.6311475409836066; 0.5579710144927537; 0.6739130434782609; 0.48648648648648646; 0.39705882352941174; 0.5842436974789915; 0.4977375565610859; 0.44715447154471544; 0.5830543599553643; 0.5787234042553191; 0.5052005943536404; 0.6380316974597057
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; 6; ica_diff; svdn; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.61176471 0.65294118 0.56547619 0.64285714 0.61904762]; 0.597864768683274; 0.6405693950177936; 0.844950213371266; 0.995249406175772; 0.9928909952606635; 0.9952606635071091; 0.627062706270627; 0.6129032258064516; 0.5961341525857654; 0.6505190311418685; 0.6714285714285714; 0.6406788247213778; 0.8479776847977686; 0.8479776847977685; 0.8448886972610032
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.60795455 0.57471264 0.57471264 0.6091954  0.59770115]; 0.5724137931034483; 0.5413793103448276; 0.8112947658402204; 0.9806598407281001; 0.9885321100917431; 0.9805045871559632; 0.6075949367088608; 0.6808510638297872; 0.5753248607739541; 0.6006006006006006; 0.6756756756756757; 0.5385420631899505; 0.8206806282722514; 0.8648275862068966; 0.81136840108144
svm_model_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; 6; ica_diff; svdne; 1024; 341; 341; 0.6002344665885111; 0.19988276670574442; 0.19988276670574442; [0.91262136 0.86893204 0.89215686 0.89215686 0.93137255]; 0.8240469208211144; 0.8269794721407625; 0.8933177022274326; 0.9379310344827585; 0.9296875; 0.9384765625; 0.8421052631578948; 0.9090909090909091; 0.8212121212121213; 0.8435013262599468; 0.9464285714285714; 0.8287056151940545; 0.8972911963882618; 0.9287383177570093; 0.8931926882902693
ensemble_model_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; 6; ica_diff; svdne; 724; 241; 241; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.85616438 0.83561644 0.84722222 0.84027778 0.85416667]; 0.8547717842323651; 0.8340248962655602; 0.9029850746268657; 0.9406779661016949; 0.919889502762431; 0.9419889502762431; 0.8689138576779026; 0.8787878787878788; 0.8522379760911871; 0.8260869565217391; 0.8189655172413793; 0.8334827586206897; 0.9029045643153527; 0.8918032786885246; 0.9031164044449336
ensemble_model_v2_N32_B134_E166_nb_zones_6_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.90816327 0.90816327 0.89795918 0.91237113 0.91752577]; 0.8492307692307692; 0.8584615384615385; 0.9157441574415744; 0.9567901234567902; 0.9528688524590164; 0.9569672131147541; 0.8595988538681948; 0.9090909090909091; 0.8482954545454545; 0.8580246913580247; 0.896774193548387; 0.8601518026565464; 0.9167173252279636; 0.9331683168316832; 0.9158506620833232
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; 8; ica_diff; svd; 1200; 400; 400; 0.6; 0.2; 0.2; [0.84166667 0.81666667 0.83333333 0.84583333 0.79166667]; 0.905; 0.895; 0.8565; 0.8299096138044372; 0.8416666666666667; 0.8275000000000001; 0.9112149532710281; 0.8944954128440367; 0.9060389152132271; 0.8911917098445595; 0.9052631578947369; 0.8954887218045113; 0.8586903003446578; 0.8650793650793651; 0.8564308115719407
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; 8; ica_diff; svd; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.8671875  0.86328125 0.8828125  0.86614173 0.91338583]; 0.851764705882353; 0.8470588235294118; 0.9059266227657573; 0.9445300462249615; 0.9608150470219435; 0.9435736677115987; 0.8577878103837472; 0.8755760368663594; 0.8512495568947182; 0.8433734939759036; 0.8838383838383839; 0.8494081787033329; 0.9072356215213357; 0.9287749287749287; 0.9061395613119752
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 1098; 366; 366; 0.6; 0.2; 0.2; [0.90909091 0.86363636 0.92727273 0.88181818 0.88990826]; 0.8879781420765027; 0.8688524590163934; 0.921311475409836; 0.9502262443438914; 0.9562841530054644; 0.9499089253187614; 0.8956743002544529; 0.9263157894736842; 0.8864533492822966; 0.8681318681318682; 0.9080459770114943; 0.8706896551724138; 0.9226638023630505; 0.940854326396495; 0.9213540988580076
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; 8; ica_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.6375     0.63865546 0.62605042 0.64285714 0.66386555]; 0.5869017632241813; 0.6146095717884131; 0.7905337361530715; 0.9191836734693878; 0.9446308724832215; 0.9169463087248322; 0.5900000000000001; 0.6210526315789474; 0.5883040935672516; 0.6005221932114883; 0.583756345177665; 0.6143781725888324; 0.7928286852589642; 0.8097660223804679; 0.7907254837724872
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; 8; ica_diff; svdn; 1234; 411; 411; 0.6001945525291829; 0.19990272373540857; 0.19990272373540857; [0.59274194 0.59677419 0.63821138 0.67479675 0.67073171]; 0.5888077858880778; 0.6326034063260341; 0.8414396887159533; 0.9951612903225807; 1.0; 0.9951377633711508; 0.6023529411764705; 0.6037735849056604; 0.5883189532568502; 0.6343825665859565; 0.6752577319587629; 0.6348638890208561; 0.8431183830606352; 0.8563049853372434; 0.841511640780916
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.58403361 0.56355932 0.59745763 0.61016949 0.58898305]; 0.5685279187817259; 0.6142131979695431; 0.8223350253807107; 0.9763513513513513; 0.9780033840947546; 0.9763113367174281; 0.62882096069869; 0.7272727272727273; 0.5677179962894249; 0.6576576576576577; 0.7411167512690355; 0.6142131979695431; 0.8322147651006713; 0.8803245436105477; 0.8222760929434851
svm_model_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; 8; ica_diff; svdne; 1078; 359; 359; 0.6002227171492205; 0.19988864142538976; 0.19988864142538976; [0.90740741 0.89814815 0.90740741 0.91203704 0.91588785]; 0.8272980501392758; 0.8328690807799443; 0.9025612472160356; 0.9509713228492137; 0.9536178107606679; 0.950834879406308; 0.8442211055276383; 0.8795811518324608; 0.8237191473448018; 0.8395721925133689; 0.8579234972677595; 0.8323708395429708; 0.9055585536967081; 0.91894852135816; 0.9022828677005975
ensemble_model_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; 8; ica_diff; svdne; 1236; 412; 412; 0.6; 0.2; 0.2; [0.875      0.83870968 0.88709677 0.8495935  0.86585366]; 0.883495145631068; 0.8470873786407767; 0.8995145631067961; 0.9224555735056543; 0.9239482200647249; 0.9223300970873786; 0.886255924170616; 0.8990384615384616; 0.8833427601809956; 0.8531468531468531; 0.915; 0.849009433962264; 0.9009095260890378; 0.9171539961013645; 0.8995828007586126
ensemble_model_v2_N32_B134_E166_nb_zones_8_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.9        0.892      0.82258065 0.85887097 0.91532258]; 0.8647342995169082; 0.8961352657004831; 0.9107142857142857; 0.9313099041533547; 0.9372990353697749; 0.9308681672025724; 0.8771929824561404; 0.9900990099009901; 0.8676910143844572; 0.8978622327790974; 0.9792746113989638; 0.9014020115818348; 0.913104744011273; 0.9557522123893806; 0.9115253952942164
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; 10; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.87152778 0.88111888 0.85664336 0.85664336 0.87412587]; 0.8389830508474576; 0.8347457627118644; 0.8569023569023569; 0.8736413043478262; 0.8980446927374302; 0.8701117318435755; 0.8396624472573839; 0.8614718614718615; 0.8394496236819888; 0.8296943231441049; 0.7883817427385892; 0.835749312927736; 0.858569051580699; 0.8686868686868687; 0.8569023569023569
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; 10; ica_diff; svd; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.88926174 0.90268456 0.88255034 0.88513514 0.9222973 ]; 0.8426966292134831; 0.8044943820224719; 0.9040404040404041; 0.9533201840894149; 0.9757738896366084; 0.9522207267833109; 0.8491379310344829; 0.8418803418803419; 0.8427411188074696; 0.7962529274004684; 0.8056872037914692; 0.8045530036051364; 0.9054726368159205; 0.9191919191919192; 0.904040404040404
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.84013605 0.84013605 0.87414966 0.85714286 0.84693878]; 0.8896247240618101; 0.8896247240618101; 0.9154040404040404; 0.9321692411014103; 0.9442176870748299; 0.9312925170068027; 0.8995983935742972; 0.9531914893617022; 0.8871462033964473; 0.8927038626609441; 0.9541284403669725; 0.8919578372047628; 0.9180595189563799; 0.9478114478114478; 0.9154040404040404
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; 10; ica_diff; svdn; 1506; 502; 502; 0.6; 0.2; 0.2; [0.65231788 0.61258278 0.63907285 0.63333333 0.59333333]; 0.6068965517241379; 0.6; 0.718013468013468; 0.7980111870727159; 0.852589641434263; 0.7841965471447544; 0.6157303370786518; 0.6171171171171171; 0.6066806242862581; 0.589622641509434; 0.5868544600938967; 0.5997335363532547; 0.7296206618240516; 0.7609427609427609; 0.718013468013468
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; 10; ica_diff; svdn; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.61971831 0.67605634 0.59929078 0.67730496 0.63829787]; 0.5605095541401274; 0.6178343949044586; 0.8268251273344652; 0.9851380042462846; 0.9844413012729845; 0.9851485148514851; 0.5369127516778524; 0.5309734513274337; 0.5593642766841249; 0.6311475409836066; 0.6285714285714286; 0.6173830594184576; 0.8262350936967632; 0.8234295415959253; 0.8268251273344652
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.57333333 0.54666667 0.59       0.62416107 0.56040268]; 0.6204545454545455; 0.6090909090909091; 0.8425925925925926; 0.9767441860465117; 0.982620320855615; 0.9766042780748663; 0.6556701030927835; 0.7162162162162162; 0.619575998016365; 0.6460905349794239; 0.7201834862385321; 0.6100917431192661; 0.8489499192245558; 0.8846801346801347; 0.8425925925925927
svm_model_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; 10; ica_diff; svdne; 1392; 464; 464; 0.6; 0.2; 0.2; [0.90357143 0.88489209 0.88848921 0.88129496 0.84532374]; 0.8211206896551724; 0.8620689655172413; 0.896551724137931; 0.9332376166547021; 0.9339080459770115; 0.9331896551724138; 0.837573385518591; 0.9184549356223176; 0.8206993292830203; 0.8693877551020408; 0.9141630901287554; 0.8618434498262825; 0.8997493734335841; 0.9268502581755593; 0.8964993950636
ensemble_model_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; 10; ica_diff; svdne; 1512; 504; 504; 0.6; 0.2; 0.2; [0.90789474 0.9205298  0.90066225 0.8807947  0.90728477]; 0.8611111111111112; 0.8356481481481481; 0.9048821548821548; 0.9369608493696084; 0.9338624338624338; 0.9371693121693122; 0.8642533936651585; 0.8681818181818182; 0.8609777015437393; 0.8352668213457077; 0.8490566037735849; 0.8358919382504288; 0.9050420168067227; 0.9065656565656566; 0.9048821548821548
ensemble_model_v2_N32_B134_E166_nb_zones_10_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [0.88535032 0.83012821 0.88141026 0.86858974 0.86538462]; 0.8820638820638821; 0.8943488943488943; 0.9301346801346801; 0.9521378430121251; 0.9551856594110115; 0.9519846350832266; 0.886255924170616; 0.9842105263157894; 0.8884186272131943; 0.909853249475891; 1.0; 0.8868421052631579; 0.9326845093268451; 0.968013468013468; 0.9301346801346801
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; 12; ica_diff; svd; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.88372093 0.87790698 0.88372093 0.84883721 0.85672515]; 0.8328267477203647; 0.8085106382978723; 0.8569023569023569; 0.8701754385964913; 0.8661233993015134; 0.8707799767171129; 0.8396501457725948; 0.8622754491017964; 0.8323722924521328; 0.8215297450424928; 0.8950617283950617; 0.8098063132993273; 0.8586866167913549; 0.8695286195286195; 0.8569023569023568
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; 12; ica_diff; svd; 1746; 582; 582; 0.6; 0.2; 0.2; [0.87142857 0.86857143 0.86285714 0.82758621 0.87643678]; 0.8793650793650793; 0.8603174603174604; 0.9166666666666666; 0.9343148357870895; 0.9450171821305842; 0.9335624284077892; 0.8716216216216215; 0.832258064516129; 0.8786290322580645; 0.8607594936708861; 0.85; 0.8604838709677419; 0.9167367535744322; 0.9175084175084175; 0.9166666666666666
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svd; 32; 134; 166; zones; ica_diff; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.85245902 0.8852459  0.8852459  0.87978142 0.83241758]; 0.8941605839416058; 0.8686131386861314; 0.9271885521885522; 0.9415584415584415; 0.9518599562363238; 0.9409190371991246; 0.896797153024911; 0.9618320610687023; 0.8969999466182673; 0.881578947368421; 0.9370629370629371; 0.8654780334169647; 0.9288943690916563; 0.9511784511784511; 0.9271885521885521
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; 12; ica_diff; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.58146067 0.61797753 0.65730337 0.66949153 0.6440678 ]; 0.62; 0.6466666666666666; 0.8362794612794613; 0.9079019073569482; 0.9380630630630631; 0.9048423423423423; 0.6174496644295302; 0.6301369863013698; 0.6202632983454901; 0.6466666666666667; 0.6298701298701299; 0.6471268457569828; 0.8401150842581175; 0.8602693602693603; 0.8362794612794613
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; 12; ica_diff; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.64010989 0.60220994 0.62154696 0.61325967 0.59668508]; 0.6595744680851063; 0.6382978723404256; 0.8994107744107744; 0.9773855488141201; 0.977924944812362; 0.977373068432671; 0.6444444444444445; 0.6796875; 0.6612723214285714; 0.6730769230769231; 0.6818181818181818; 0.6338778409090908; 0.9002087682672234; 0.9074074074074074; 0.8994107744107744
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svdn; 32; 134; 166; zones; ica_diff; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.57909605 0.59322034 0.63276836 0.57627119 0.60734463]; 0.5676567656765676; 0.6039603960396039; 0.8733164983164983; 0.9720044792833148; 0.9807909604519774; 0.9717514124293785; 0.6371191135734072; 0.7718120805369127; 0.5709709753333914; 0.6551724137931034; 0.7402597402597403; 0.601673494290944; 0.8793587174348697; 0.9234006734006734; 0.8733164983164984
svm_model_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; 12; ica_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.91576087 0.875      0.91304348 0.9076087  0.8852459 ]; 0.7360594795539034; 0.7546468401486989; 0.8766835016835017; 0.9170212765957447; 0.9379760609357998; 0.9151251360174103; 0.7526132404181185; 0.8120300751879699; 0.7368973905351613; 0.773972602739726; 0.8308823529411765; 0.7537870411322425; 0.8808458723058152; 0.9116161616161617; 0.8766835016835017
ensemble_model_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; 12; ica_diff; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.89325843 0.91573034 0.89325843 0.90449438 0.88700565]; 0.8662207357859532; 0.8294314381270903; 0.9335016835016835; 0.9622960045019695; 0.9617547806524185; 0.9623172103487064; 0.8701298701298701; 0.881578947368421; 0.8659595417114214; 0.8305647840531561; 0.8503401360544217; 0.8297753311851056; 0.933780385582565; 0.9377104377104377; 0.9335016835016835
ensemble_model_v2_N32_B134_E166_nb_zones_12_ica_diff_svdne; 32; 134; 166; zones; ica_diff; svdne; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.88797814 0.90163934 0.86612022 0.8956044  0.87087912]; 0.8690909090909091; 0.8836363636363637; 0.9263468013468014; 0.9418162044589451; 0.9485213581599123; 0.9414019715224534; 0.8799999999999999; 0.9166666666666666; 0.8667302798982188; 0.8873239436619719; 0.9618320610687023; 0.8871660305343512; 0.9277754849360298; 0.9461279461279462; 0.9263468013468014
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; 4; ica_diff; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.85606061 0.81060606 0.86363636 0.78787879 0.83333333]; 0.8136363636363636; 0.8863636363636364; 0.8381818181818181; 0.8205128205128205; 0.7757575757575758; 0.8303030303030304; 0.8161434977578476; 0.7982456140350878; 0.8142171466401854; 0.8858447488584474; 0.8981481481481481; 0.8865740740740741; 0.8330206378986866; 0.8043478260869565; 0.8383052999047922
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; 4; ica_diff; svd; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.921875   0.90625    0.96031746 0.8968254  0.88095238]; 0.8672985781990521; 0.8578199052132701; 0.9185606060606061; 0.9570552147239263; 0.9842271293375394; 0.9558359621451105; 0.8750000000000001; 0.8828828828828829; 0.8664414414414413; 0.8672566371681416; 0.9514563106796117; 0.859987414599065; 0.9219600725952813; 0.9566854990583804; 0.9183427495291901
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.92727273 0.91666667 0.90740741 0.92592593 0.92592593]; 0.9055555555555556; 0.8277777777777777; 0.9467849223946785; 1.0; 1.0; 1.0; 0.9028571428571429; 0.9404761904761905; 0.9077380952380952; 0.8359788359788359; 0.8494623655913979; 0.8270300333704116; 0.9470198675496689; 0.9575892857142857; 0.9468563168659534
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; 4; ica_diff; svdn; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.63888889 0.59259259 0.58333333 0.59259259 0.49056604]; 0.6033519553072626; 0.6145251396648045; 0.7109375; 0.7923211169284469; 0.8438661710037175; 0.7788104089219332; 0.6358974358974359; 0.7209302325581395; 0.607776944236059; 0.6387434554973822; 0.6703296703296703; 0.6135739260739261; 0.72992700729927; 0.7847533632286996; 0.7112655705032387
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; 4; ica_diff; svdn; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.54385965 0.5        0.66964286 0.58928571 0.59821429]; 0.6737967914438503; 0.6096256684491979; 0.8547008547008547; 0.9964539007092198; 1.0; 0.99644128113879; 0.6702702702702703; 0.6458333333333334; 0.6745650183150184; 0.5875706214689266; 0.5714285714285714; 0.6086309523809523; 0.8531317494600432; 0.844017094017094; 0.8547008547008548
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.52307692 0.52307692 0.60769231 0.6        0.55384615]; 0.5925925925925926; 0.5879629629629629; 0.83271719038817; 0.9938837920489296; 1.0; 0.9938461538461538; 0.6589147286821706; 0.7456140350877193; 0.5835913312693498; 0.6482213438735178; 0.7256637168141593; 0.5812784603488272; 0.8446351931330472; 0.8913043478260869; 0.831501230516817
svm_model_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; 4; ica_diff; svdne; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.88 0.86 0.82 0.9  0.87]; 0.9036144578313253; 0.8734939759036144; 0.8762019230769231; 0.8808664259927798; 0.976; 0.868; 0.9080459770114943; 0.9080459770114943; 0.9033900771133421; 0.8877005347593583; 0.9120879120879121; 0.8693772893772893; 0.8874316939890711; 0.9485981308411215; 0.8740515406680855
ensemble_model_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; 4; ica_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.93220339 0.94827586 0.89655172 0.95689655 0.94827586]; 0.8556701030927835; 0.8814432989690721; 0.931958762886598; 0.9747048903878583; 0.993127147766323; 0.9742268041237113; 0.8666666666666667; 0.9191919191919192; 0.8543328017012227; 0.8756756756756756; 0.9101123595505618; 0.8836276083467095; 0.9331983805668016; 0.9624217118997912; 0.9323310188826858
ensemble_model_v2_N32_B168_E200_nb_zones_4_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.91071429 0.9375     0.91071429 0.91071429 0.88181818]; 0.8602150537634409; 0.8602150537634409; 0.9354838709677419; 0.9858657243816255; 1.0; 0.985663082437276; 0.8617021276595745; 0.9101123595505618; 0.8622726746206417; 0.8725490196078431; 0.8725490196078431; 0.8588935574229691; 0.9373695198329854; 0.9553191489361702; 0.935268270120259
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; 6; ica_diff; svd; 1032; 344; 344; 0.6; 0.2; 0.2; [0.83173077 0.82524272 0.81553398 0.84951456 0.86893204]; 0.8313953488372093; 0.8430232558139535; 0.8372093023255814; 0.8365758754863813; 0.8333333333333334; 0.8372093023255814; 0.81875; 0.7616279069767442; 0.8313953488372093; 0.8448275862068965; 0.8032786885245902; 0.8457387231442827; 0.8349056603773585; 0.8128587830080367; 0.8375247978644423
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; 6; ica_diff; svd; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.94021739 0.94565217 0.87362637 0.91758242 0.89010989]; 0.8026315789473685; 0.8026315789473685; 0.9060446780551905; 0.9751887810140237; 0.9890590809628009; 0.9748358862144421; 0.8113207547169811; 0.7962962962962963; 0.8030777256129369; 0.8170731707317073; 0.8220858895705522; 0.8011138667710918; 0.9090909090909091; 0.9143222506393862; 0.9058097739683417
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.9076087  0.91847826 0.94021739 0.87362637 0.9010989 ]; 0.898360655737705; 0.8491803278688524; 0.9272608125819135; 0.9635974304068522; 0.982532751091703; 0.962882096069869; 0.8996763754045307; 0.9391891891891891; 0.8995309003270786; 0.8506493506493507; 0.891156462585034; 0.8506415224317575; 0.9284332688588007; 0.9561752988047809; 0.9276348680311097
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; 6; ica_diff; svdn; 828; 276; 276; 0.6; 0.2; 0.2; [0.65060241 0.68072289 0.6626506  0.63855422 0.65243902]; 0.5942028985507246; 0.6086956521739131; 0.7572463768115942; 0.8685714285714285; 0.9178743961352657; 0.8611111111111112; 0.6363636363636365; 0.7; 0.5926470588235294; 0.6375838926174496; 0.6737588652482269; 0.6072498029944838; 0.7738014854827819; 0.8244604316546763; 0.7567557632725936
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; 6; ica_diff; svdn; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.60309278 0.65979381 0.63402062 0.69587629 0.59278351]; 0.544891640866873; 0.6346749226006192; 0.8360148514851485; 1.0; 1.0; 1.0; 0.5787965616045845; 0.6601307189542484; 0.5506535947712419; 0.6703910614525139; 0.7453416149068323; 0.6350164864657618; 0.8419797257006559; 0.8836045056320401; 0.8365390949212832
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.65053763 0.66304348 0.51086957 0.61413043 0.59782609]; 0.5342019543973942; 0.5667752442996743; 0.8131510416666666; 0.9881847475832438; 0.9978308026030369; 0.9880694143167028; 0.5806451612903226; 0.66; 0.5370063694267516; 0.6006006006006005; 0.7194244604316546; 0.5799503254539226; 0.8211838006230531; 0.8786666666666667; 0.8146513994910942
svm_model_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; 6; ica_diff; svdne; 806; 268; 268; 0.6005961251862891; 0.19970193740685543; 0.19970193740685543; [0.86419753 0.90123457 0.90740741 0.85625    0.81875   ]; 0.8619402985074627; 0.8768656716417911; 0.8673621460506706; 0.8608247422680412; 0.8287841191066998; 0.8660049627791563; 0.8802588996763755; 0.9784172661870504; 0.8574256873570911; 0.8925081433224756; 0.9927536231884058; 0.8732998885172798; 0.8721264367816092; 0.8926470588235295; 0.867018393460103
ensemble_model_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; 6; ica_diff; svdne; 838; 279; 279; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.85119048 0.86904762 0.83333333 0.86309524 0.86144578]; 0.910394265232975; 0.8817204301075269; 0.9075931232091691; 0.9192263936291241; 0.964200477326969; 0.91527446300716; 0.9196141479099679; 0.9662162162162162; 0.9067722302455127; 0.8896321070234114; 0.9300699300699301; 0.8804761415055532; 0.9133646742780389; 0.9577464788732394; 0.9067158050342874
ensemble_model_v2_N32_B168_E200_nb_zones_6_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.875      0.92934783 0.94565217 0.88043478 0.91847826]; 0.8562091503267973; 0.8235294117647058; 0.914490861618799; 0.9650793650793651; 0.991304347826087; 0.9641304347826087; 0.858974358974359; 0.8758169934640523; 0.8562091503267973; 0.8402366863905325; 0.8930817610062893; 0.8206905403670901; 0.9178683385579938; 0.9481865284974094; 0.9142248431960732
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; 8; ica_diff; svd; 1270; 423; 423; 0.6001890359168242; 0.1999054820415879; 0.1999054820415879; [0.85826772 0.87401575 0.85826772 0.84645669 0.87795276]; 0.8463356973995272; 0.8439716312056738; 0.8572778827977315; 0.8635275339185953; 0.8519685039370078; 0.8653543307086615; 0.8433734939759036; 0.8620689655172413; 0.8469435736677116; 0.852017937219731; 0.8333333333333334; 0.844871794871795; 0.8571428571428571; 0.849906191369606; 0.8573340480657554
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; 8; ica_diff; svd; 1088; 362; 362; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.87155963 0.87614679 0.88073394 0.90825688 0.88888889]; 0.8674033149171271; 0.8895027624309392; 0.9177704194260485; 0.946538124452235; 0.9926470588235294; 0.9439338235294119; 0.8723404255319149; 0.9425287356321839; 0.8702005380288579; 0.9029126213592232; 0.9393939393939394; 0.8843311160384331; 0.9227579056505961; 0.9716157205240175; 0.9171694674048659
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.85526316 0.86403509 0.87280702 0.89035088 0.85840708]; 0.8390501319261213; 0.8443271767810027; 0.9013713080168776; 0.9435551811288965; 0.984182776801406; 0.9411247803163445; 0.8431876606683805; 0.8817204301075269; 0.8398239456237117; 0.8383561643835615; 0.8693181818181818; 0.8459891401701746; 0.9036579082946935; 0.9419978517722879; 0.9020870087876985
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; 8; ica_diff; svdn; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.59055118 0.61507937 0.59920635 0.59920635 0.60714286]; 0.5928571428571429; 0.6476190476190476; 0.7221693625118935; 0.8058608058608059; 0.8716323296354992; 0.790015847860539; 0.6104783599088838; 0.6600985221674877; 0.5950262196090894; 0.6782608695652174; 0.7058823529411765; 0.6443984629027492; 0.7420494699646643; 0.7962085308056872; 0.7218865003598637
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; 8; ica_diff; svdn; 1128; 376; 376; 0.6; 0.2; 0.2; [0.67256637 0.73893805 0.66814159 0.63274336 0.62053571]; 0.598404255319149; 0.5771276595744681; 0.8308510638297872; 0.9929453262786596; 0.99822695035461; 0.9929078014184397; 0.6015831134564643; 0.5876288659793815; 0.5987594879347458; 0.5619834710743803; 0.5368421052631579; 0.5775608375778155; 0.8304904051172707; 0.8217299578059072; 0.830929356585357
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 1176; 392; 392; 0.6; 0.2; 0.2; [0.62711864 0.62711864 0.58050847 0.58974359 0.56410256]; 0.5510204081632653; 0.5586734693877551; 0.8056122448979591; 0.9732441471571907; 0.9897959183673469; 0.9727891156462585; 0.6173913043478262; 0.6635514018691588; 0.5396408694739052; 0.5929411764705882; 0.6666666666666666; 0.5623973727422003; 0.8169149447381067; 0.8577194752774975; 0.8050207283508231
svm_model_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; 8; ica_diff; svdne; 1206; 402; 402; 0.6; 0.2; 0.2; [0.88429752 0.88016529 0.89669421 0.93333333 0.90416667]; 0.8109452736318408; 0.8084577114427861; 0.8731343283582089; 0.9131175468483815; 0.8888888888888888; 0.9154228855721394; 0.8272727272727272; 0.8792270531400966; 0.8088442958008175; 0.8040712468193385; 0.8681318681318682; 0.8136113886113886; 0.8729446935724963; 0.8830645161290323; 0.873261138221687
ensemble_model_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; 8; ica_diff; svdne; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.84234234 0.8018018  0.84234234 0.74774775 0.84090909]; 0.9051490514905149; 0.9376693766937669; 0.8916576381365113; 0.8756567425569177; 0.9025270758122743; 0.871841155234657; 0.9095607235142119; 0.946236559139785; 0.9048122686409308; 0.9386666666666665; 0.9723756906077348; 0.9383155048783355; 0.8949579831932772; 0.9250814332247557; 0.8917299058015671
ensemble_model_v2_N32_B168_E200_nb_zones_8_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.88793103 0.85344828 0.875      0.8826087  0.87391304]; 0.8545454545454545; 0.8571428571428571; 0.8785046728971962; 0.8967254408060454; 0.9238754325259516; 0.8935986159169551; 0.8564102564102565; 0.8697916666666666; 0.8545849525043178; 0.8621553884711779; 0.8775510204081632; 0.8567649281934996; 0.8818181818181817; 0.9037267080745341; 0.8784258540372671
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; 10; ica_diff; svd; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.82638889 0.77777778 0.82986111 0.80902778 0.8041958 ]; 0.8272921108742004; 0.8400852878464818; 0.8194444444444444; 0.8105482303955587; 0.8122392211404729; 0.810152990264256; 0.8038740920096853; 0.7033898305084746; 0.828089765039645; 0.818401937046005; 0.7253218884120172; 0.8393558594602459; 0.8107631230701368; 0.7735690235690236; 0.8194444444444444
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; 10; ica_diff; svd; 1594; 531; 531; 0.6001506024096386; 0.1999246987951807; 0.1999246987951807; [0.871875   0.865625   0.8490566  0.83962264 0.85849057]; 0.8695652173913043; 0.9309462915601023; 0.922979797979798; 0.9356223175965667; 0.9573400250941029; 0.9341279799247176; 0.8702290076335879; 0.9095744680851063; 0.8710433916780211; 0.9336609336609336; 0.9359605911330049; 0.9307462530133109; 0.9247223364870425; 0.9461279461279462; 0.922979797979798
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.8410596  0.89333333 0.90333333 0.86333333 0.88666667]; 0.8741418764302059; 0.8695652173913043; 0.9111952861952862; 0.9342192691029899; 0.9360852197070573; 0.9340878828229028; 0.8875255623721882; 0.9434782608695652; 0.8702898550724638; 0.870748299319728; 0.927536231884058; 0.872463768115942; 0.913347022587269; 0.936026936026936; 0.9111952861952861
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; 10; ica_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.64726027 0.64383562 0.63793103 0.66551724 0.64827586]; 0.6203904555314533; 0.631236442516269; 0.7095959595959596; 0.7845096814490943; 0.8638239339752407; 0.7627235213204951; 0.6601941747572815; 0.783410138248848; 0.6294099871572109; 0.6875; 0.7663934426229508; 0.6228280577170053; 0.7406015037593984; 0.8291245791245792; 0.7095959595959596
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; 10; ica_diff; svdn; 1382; 460; 460; 0.6003475238922676; 0.1998262380538662; 0.1998262380538662; [0.65827338 0.62318841 0.65942029 0.64855072 0.55797101]; 0.6021739130434782; 0.6195652173913043; 0.841876629018245; 0.9956647398843931; 0.9971056439942113; 0.9956584659913169; 0.5978021978021979; 0.591304347826087; 0.6021739130434783; 0.6236559139784946; 0.606694560669456; 0.6200893617826918; 0.8420138888888888; 0.8362068965517241; 0.8419213116734102
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.65878378 0.60544218 0.65306122 0.56802721 0.65306122]; 0.5508849557522124; 0.584070796460177; 0.8085016835016835; 0.9576719576719577; 0.9836956521739131; 0.9565217391304348; 0.6027397260273971; 0.7; 0.5547413793103448; 0.6342412451361867; 0.7025862068965517; 0.5808385579937304; 0.8206543161214033; 0.8762626262626263; 0.8085016835016835
svm_model_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; 10; ica_diff; svdne; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.90333333 0.93333333 0.92       0.9        0.91275168]; 0.8154897494305239; 0.7767653758542141; 0.8720538720538721; 0.9177090190915076; 0.9305740987983978; 0.9165554072096128; 0.8250539956803455; 0.8377192982456141; 0.8145942462792052; 0.7812499999999999; 0.8293838862559242; 0.7787270308472604; 0.8748971193415639; 0.8947811447811448; 0.8720538720538721
ensemble_model_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; 10; ica_diff; svdne; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.85034014 0.89455782 0.86734694 0.90753425 0.81164384]; 0.9098901098901099; 0.8527472527472527; 0.8930976430976431; 0.9058064516129033; 0.9577080491132333; 0.9004092769440655; 0.9090909090909091; 0.9111111111111111; 0.909903381642512; 0.8540305010893245; 0.8521739130434782; 0.8527536231884058; 0.8967479674796747; 0.9284511784511784; 0.8930976430976431
ensemble_model_v2_N32_B168_E200_nb_zones_10_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.87919463 0.87248322 0.85135135 0.88175676 0.85135135]; 0.874439461883408; 0.8587443946188341; 0.9086700336700336; 0.9362808842652797; 0.9703504043126685; 0.9339622641509434; 0.8755555555555555; 0.8454935622317596; 0.8757984243083681; 0.8481927710843374; 0.8262910798122066; 0.8573515484897942; 0.9096962130669997; 0.92003367003367; 0.9086700336700336
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; 12; ica_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.88483146 0.86797753 0.82865169 0.85955056 0.85955056]; 0.9026845637583892; 0.8758389261744967; 0.8661616161616161; 0.8550057537399308; 0.8348314606741573; 0.8584269662921349; 0.9073482428115016; 0.9342105263157895; 0.9020367700072098; 0.8861538461538462; 0.9863013698630136; 0.8780191059841385; 0.8661616161616161; 0.8661616161616161; 0.8661616161616161
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; 12; ica_diff; svd; 1860; 620; 620; 0.6; 0.2; 0.2; [0.90860215 0.86021505 0.90860215 0.89247312 0.90591398]; 0.751937984496124; 0.8410852713178295; 0.9053030303030303; 0.9374999999999999; 0.967741935483871; 0.935483870967742; 0.7681159420289856; 0.8091603053435115; 0.7510368455851416; 0.8487084870848709; 0.905511811023622; 0.8420688826110476; 0.9087961086339683; 0.9436026936026936; 0.9053030303030303
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svd; 32; 168; 200; zones; ica_diff; svd; 1720; 573; 573; 0.6001395673412422; 0.19993021632937893; 0.19993021632937893; [0.86337209 0.82848837 0.85755814 0.90116279 0.88662791]; 0.8871951219512195; 0.8262195121951219; 0.9204545454545454; 0.9451817657241777; 0.9523255813953488; 0.9447674418604651; 0.8927536231884059; 0.9333333333333333; 0.8869120654396728; 0.8338192419825072; 0.8773006134969326; 0.8265290946272541; 0.9219330855018588; 0.9393939393939394; 0.9204545454545454
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; 12; ica_diff; svdn; 1800; 600; 600; 0.6; 0.2; 0.2; [0.66388889 0.66666667 0.625      0.61111111 0.61111111]; 0.6701388888888888; 0.6284722222222222; 0.7327441077441077; 0.7816439737771055; 0.8611111111111112; 0.7594444444444446; 0.6864686468646864; 0.7591240875912408; 0.6742640305505874; 0.6824925816023739; 0.7615894039735099; 0.6216706143955142; 0.7579107891727029; 0.8367003367003367; 0.7327441077441078
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; 12; ica_diff; svdn; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.65659341 0.60989011 0.59944751 0.62983425 0.63812155]; 0.6441281138790036; 0.5622775800711743; 0.9040404040404041; 0.997242140099283; 0.9966923925027563; 0.9972436604189636; 0.6478873239436619; 0.6814814814814815; 0.6455352612886859; 0.6019417475728156; 0.636986301369863; 0.5592338914256723; 0.9052369077306733; 0.9166666666666666; 0.904040404040404
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svdn; 32; 168; 200; zones; ica_diff; svdn; 1812; 604; 604; 0.6; 0.2; 0.2; [0.60164835 0.64640884 0.60497238 0.62983425 0.63535912]; 0.6099290780141844; 0.574468085106383; 0.8821548821548821; 0.9728260869565218; 0.9878587196467992; 0.9724061810154525; 0.65625; 0.7835820895522388; 0.6181423961274708; 0.6341463414634145; 0.7027027027027027; 0.5677692617991126; 0.8874598070739549; 0.9292929292929293; 0.8821548821548821
svm_model_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; 12; ica_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.88700565 0.88983051 0.89830508 0.8559322  0.86158192]; 0.8877887788778878; 0.9075907590759076; 0.8880471380471381; 0.8911419423692636; 0.943502824858757; 0.8847457627118643; 0.8851351351351352; 0.8397435897435898; 0.8892595499738358; 0.900709219858156; 0.8639455782312925; 0.9063317634746205; 0.891517128874388; 0.92003367003367; 0.888047138047138
ensemble_model_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; 12; ica_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.86464088 0.87292818 0.87016575 0.85635359 0.86944444]; 0.9401408450704225; 0.9401408450704225; 0.9162457912457912; 0.9110512129380055; 0.9347345132743363; 0.9087389380530974; 0.9407665505226481; 0.9574468085106383; 0.9402618657937808; 0.9411764705882353; 0.951048951048951; 0.940063482616674; 0.9181406828465651; 0.9393939393939394; 0.9162457912457912
ensemble_model_v2_N32_B168_E200_nb_zones_12_ica_diff_svdne; 32; 168; 200; zones; ica_diff; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.89606742 0.89044944 0.92134831 0.84831461 0.83988764]; 0.8859060402684564; 0.8322147651006712; 0.8977272727272727; 0.9136338946224879; 0.9449438202247191; 0.9106741573033709; 0.8776978417266187; 0.8413793103448276; 0.8847419427541131; 0.8263888888888888; 0.7777777777777778; 0.8337164750957854; 0.8990444536767761; 0.9107744107744108; 0.8977272727272728
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; 4; svd_trunc_diff; svd; 570; 190; 190; 0.6; 0.2; 0.2; [0.99122807 1.         0.99122807 0.99122807 0.98245614]; 0.6421052631578947; 0.7368421052631579; 0.8757894736842106; 1.0; 1.0; 1.0; 0.706896551724138; 0.9761904761904762; 0.676774483378257; 0.7916666666666666; 0.9595959595959596; 0.727050727050727; 0.8867562380038388; 0.9871794871794872; 0.8774071709756357
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; 4; svd_trunc_diff; svd; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [1. 1. 1. 1. 1.]; 0.7955801104972375; 0.8397790055248618; 0.9271523178807947; 1.0; 1.0; 1.0; 0.8121827411167513; 0.8247422680412371; 0.7933235149729995; 0.8512820512820513; 0.8924731182795699; 0.8382820136852395; 0.9294871794871796; 0.9415584415584416; 0.9268603018603019
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 540; 180; 180; 0.6; 0.2; 0.2; [0.98148148 0.98148148 0.98148148 0.96296296 1.        ]; 0.7388888888888889; 0.6666666666666666; 0.8811111111111111; 1.0; 1.0; 1.0; 0.798283261802575; 0.9029126213592233; 0.7111965704198714; 0.7391304347826088; 0.8854166666666666; 0.6510416666666666; 0.893320039880359; 0.9552238805970149; 0.8778439588599924
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; 4; svd_trunc_diff; svdn; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.87704918 0.95901639 0.95833333 0.90833333 0.95      ]; 0.4975124378109453; 0.5323383084577115; 0.7862823061630219; 0.9679487179487178; 1.0; 0.9668874172185431; 0.6505190311418686; 0.9306930693069307; 0.4953465346534654; 0.6824324324324325; 0.9528301886792453; 0.5079940417080437; 0.8221670802315963; 0.9764243614931237; 0.7839868286338858
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; 4; svd_trunc_diff; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.83064516 0.79032258 0.86065574 0.89344262 0.87704918]; 0.5343137254901961; 0.5049019607843137; 0.8033268101761253; 0.9919224555735056; 1.0; 0.99185667752443; 0.6666666666666667; 0.8878504672897196; 0.5160901820984681; 0.6327272727272727; 0.8877551020408163; 0.5193492491336157; 0.8295165394402035; 0.955078125; 0.8030292585784313
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 540; 180; 180; 0.6; 0.2; 0.2; [0.92592593 0.9537037  0.91666667 0.96296296 0.94444444]; 0.55; 0.5222222222222223; 0.8144444444444444; 1.0; 1.0; 1.0; 0.6582278481012658; 0.9069767441860465; 0.5651904997525977; 0.6504065040650407; 0.9302325581395349; 0.5395843641761504; 0.8367546432062561; 0.9683257918552036; 0.8171323282420123
svm_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; 4; svd_trunc_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [1.         0.98305085 1.         1.         1.        ]; 0.7794871794871795; 0.7692307692307693; 0.9098360655737705; 1.0; 1.0; 1.0; 0.7485380116959066; 0.7032967032967034; 0.7747252747252749; 0.7567567567567568; 0.7291666666666666; 0.7686237373737372; 0.9065817409766453; 0.8895833333333333; 0.9095094086021506
ensemble_model_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; 4; svd_trunc_diff; svdne; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.97761194 0.97014925 0.99253731 0.97014925 0.97727273]; 0.6036036036036037; 0.6396396396396397; 0.8489208633093526; 1.0; 1.0; 1.0; 0.6589147286821705; 0.7657657657657657; 0.6036036036036037; 0.6850393700787402; 0.7981651376146789; 0.6424454006657465; 0.8576271186440679; 0.9133574007220217; 0.8491518186405806
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 534; 178; 178; 0.6; 0.2; 0.2; [0.98148148 0.99074074 0.99056604 1.         0.99056604]; 0.6910112359550562; 0.7134831460674157; 0.8808988764044944; 1.0; 1.0; 1.0; 0.7317073170731707; 0.8152173913043478; 0.6866784630940344; 0.7411167512690354; 0.8488372093023255; 0.7178968655207278; 0.8867521367521367; 0.9325842696629213; 0.8808988764044943
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; 6; svd_trunc_diff; svd; 1030; 343; 343; 0.6002331002331003; 0.1998834498834499; 0.1998834498834499; [1.         1.         1.         0.99514563 1.        ]; 0.6384839650145773; 0.6239067055393586; 0.8525641025641025; 1.0; 1.0; 1.0; 0.6852791878172588; 0.7941176470588235; 0.6398333900034001; 0.6750629722921914; 0.8427672955974843; 0.6387749521465683; 0.8610653487095004; 0.9289099526066351; 0.8537898386886387
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; 6; svd_trunc_diff; svd; 846; 282; 282; 0.6; 0.2; 0.2; [0.98235294 0.98823529 0.98823529 0.99404762 1.        ]; 0.7304964539007093; 0.7127659574468085; 0.8886524822695036; 1.0; 1.0; 1.0; 0.7865168539325843; 0.958904109589041; 0.7220991136180499; 0.7731092436974789; 0.9583333333333334; 0.7074275362318841; 0.8992944194996794; 0.9831697054698457; 0.8875676360921683
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.98876404 0.98295455 0.97727273 0.98863636 0.99431818]; 0.7721088435374149; 0.7414965986394558; 0.9027210884353741; 1.0; 1.0; 1.0; 0.8023598820058998; 0.8947368421052632; 0.7677909562638993; 0.7900552486187846; 0.9407894736842105; 0.7344792438843588; 0.9096651926721414; 0.9664429530201343; 0.9018421661652395
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; 6; svd_trunc_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.88421053 0.90526316 0.86842105 0.88421053 0.86702128]; 0.5506329113924051; 0.5253164556962026; 0.7917721518987342; 0.9624365482233502; 1.0; 0.9609704641350211; 0.6467661691542289; 0.8176100628930818; 0.5489324199815728; 0.6231155778894473; 0.8671328671328671; 0.5549537168034278; 0.8156862745098039; 0.9381443298969072; 0.794320921167359
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; 6; svd_trunc_diff; svdn; 1006; 335; 335; 0.6002386634844868; 0.19988066825775655; 0.19988066825775655; [0.85643564 0.90594059 0.88118812 0.845      0.875     ]; 0.6298507462686567; 0.582089552238806; 0.8263723150357996; 0.9738625363020329; 1.0; 0.9731610337972166; 0.7061611374407583; 0.8277777777777777; 0.6138888888888889; 0.6517412935323382; 0.81875; 0.5922321428571429; 0.8432956381260097; 0.9288256227758007; 0.8257573492030265
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.89361702 0.91489362 0.95212766 0.88172043 0.93010753]; 0.5512820512820513; 0.5608974358974359; 0.8217948717948718; 0.9989327641408752; 1.0; 0.9989316239316239; 0.6373056994818652; 0.8145695364238411; 0.5594586812553988; 0.6617283950617283; 0.8589743589743589; 0.5608974358974359; 0.8391203703703705; 0.9354838709677419; 0.8225190055475653
svm_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; 6; svd_trunc_diff; svdne; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.98958333 0.98958333 0.99479167 0.99479167 1.        ]; 0.6865203761755486; 0.7335423197492164; 0.8834586466165414; 0.9989572471324296; 1.0; 0.9989561586638831; 0.7368421052631579; 0.9333333333333333; 0.7003944773175542; 0.7971360381861574; 0.9382022471910112; 0.7066897760777751; 0.8941979522184301; 0.9739776951672863; 0.8824261099410576
ensemble_model_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; 6; svd_trunc_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.98387097 1.         0.98369565 1.         0.99456522]; 0.7824675324675324; 0.7987012987012987; 0.9162337662337663; 1.0; 1.0; 1.0; 0.8123249299719889; 0.9119496855345912; 0.778122493774007; 0.8333333333333333; 0.9451219512195121; 0.7885331978319783; 0.9219600725952813; 0.9707006369426752; 0.9151516429746489
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.98333333 0.98333333 0.96666667 0.98888889 0.97191011]; 0.7290969899665551; 0.7324414715719063; 0.8877005347593583; 0.9921436588103255; 0.9844097995545658; 0.9922048997772829; 0.7679083094555874; 0.9115646258503401; 0.7320981023988542; 0.7727272727272728; 0.9379310344827586; 0.7384460367218988; 0.8944723618090452; 0.9608636977058029; 0.8883788687204511
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; 8; svd_trunc_diff; svd; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [1.         0.97881356 0.99576271 0.98728814 0.98305085]; 0.6844783715012722; 0.6921119592875318; 0.875381485249237; 1.0; 1.0; 1.0; 0.7549407114624506; 0.9502487562189055; 0.6782493781094527; 0.7555555555555556; 0.9790575916230366; 0.6999248354154788; 0.8876662081613939; 0.9857433808553971; 0.8754936416472108
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; 8; svd_trunc_diff; svd; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.97787611 0.98672566 0.99107143 0.98660714 0.99107143]; 0.7754010695187166; 0.7620320855614974; 0.9075854700854701; 1.0; 1.0; 1.0; 0.816593886462882; 0.9842105263157894; 0.7719965675057208; 0.8; 0.9726775956284153; 0.7664435098560924; 0.9146521953626049; 0.9914438502673797; 0.9076749667558883
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 1218; 406; 406; 0.6; 0.2; 0.2; [0.97540984 0.99180328 0.98360656 0.96311475 0.98760331]; 0.7857142857142857; 0.7733990147783252; 0.9118226600985222; 1.0; 1.0; 1.0; 0.8137044967880086; 0.9595959595959596; 0.7898941336441336; 0.8067226890756302; 0.96; 0.7761165048543689; 0.9171679777880611; 0.9841112214498511; 0.9123879665411524
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; 8; svd_trunc_diff; svdn; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.892 0.908 0.896 0.872 0.856]; 0.59375; 0.5697115384615384; 0.7997118155619597; 0.9473684210526315; 0.9936; 0.9448000000000001; 0.6829268292682927; 0.8666666666666667; 0.5911003236245955; 0.6641651031894934; 0.8676470588235294; 0.575332963374029; 0.8245687841817416; 0.9432146294513956; 0.7999869887429556
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; 8; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.86134454 0.82352941 0.88655462 0.85169492 0.87711864]; 0.6050632911392405; 0.5670886075949367; 0.8137651821862348; 0.966530612244898; 0.9983136593591906; 0.9654300168634065; 0.6637931034482759; 0.751219512195122; 0.5992939666238767; 0.608695652173913; 0.7189189189189189; 0.5761261261261261; 0.8269049858889933; 0.8942014242115972; 0.8141701985106324
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.85470085 0.8974359  0.88461538 0.89316239 0.90948276]; 0.6426735218508998; 0.570694087403599; 0.8329907502569374; 0.9839662447257385; 0.9982876712328768; 0.9837328767123288; 0.6931567328918323; 0.8134715025906736; 0.6439806492545205; 0.6469344608879493; 0.7766497461928934; 0.5680123730964467; 0.846044528659403; 0.9168377823408624; 0.8329044878782501
svm_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; 8; svd_trunc_diff; svdne; 1092; 364; 364; 0.6; 0.2; 0.2; [0.99545455 0.99541284 0.99082569 1.         1.        ]; 0.7939560439560439; 0.804945054945055; 0.9197802197802197; 1.0; 1.0; 1.0; 0.804177545691906; 0.8700564971751412; 0.7959908154324904; 0.8229426433915211; 0.8823529411764706; 0.8027583914921901; 0.9221748400852878; 0.9505494505494505; 0.9197802197802197
ensemble_model_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; 8; svd_trunc_diff; svdne; 1230; 410; 410; 0.6; 0.2; 0.2; [1.         0.99593496 0.99593496 1.         1.        ]; 0.7853658536585366; 0.8048780487804879; 0.9180487804878049; 1.0; 1.0; 1.0; 0.7943925233644861; 0.85; 0.7869047619047619; 0.817351598173516; 0.8483412322274881; 0.8035676010383673; 0.9198473282442748; 0.9395711500974658; 0.918027762548733
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.95258621 0.98706897 0.98706897 0.96551724 0.96982759]; 0.7590673575129534; 0.7927461139896373; 0.910455486542443; 1.0; 1.0; 1.0; 0.7862068965517242; 0.9344262295081968; 0.7677057255915367; 0.8173515981735159; 0.9521276595744681; 0.7967709004943047; 0.9149040826364977; 0.9779179810725552; 0.9114870231560533
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; 10; svd_trunc_diff; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [1.         0.98979592 0.98979592 0.99319728 0.99659864]; 0.7632743362831859; 0.7920353982300885; 0.9154040404040404; 1.0; 1.0; 1.0; 0.7984934086629002; 0.9098712446351931; 0.7585885903541263; 0.8156862745098038; 0.9497716894977168; 0.7967742567660259; 0.9200159172304019; 0.9730639730639731; 0.9154040404040404
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; 10; svd_trunc_diff; svd; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.99346405 0.9869281  0.98366013 0.97368421 0.97697368]; 0.7505882352941177; 0.7835294117647059; 0.9166666666666666; 1.0; 1.0; 1.0; 0.774468085106383; 0.8708133971291866; 0.7525363281942229; 0.8059071729957806; 0.8842592592592593; 0.7818425482899167; 0.9198380566801619; 0.9562289562289562; 0.9166666666666667
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 1524; 508; 508; 0.6; 0.2; 0.2; [0.99346405 0.97385621 0.99013158 0.98684211 0.98684211]; 0.7394366197183099; 0.7464788732394366; 0.9074074074074074; 0.999344262295082; 1.0; 0.9993438320209973; 0.7810650887573966; 0.9705882352941176; 0.7488076311605723; 0.801470588235294; 0.9819819819819819; 0.7360890302066773; 0.9145962732919256; 0.9915824915824916; 0.9074074074074073
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; 10; svd_trunc_diff; svdn; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.88333333 0.86333333 0.87333333 0.89333333 0.88255034]; 0.5261958997722096; 0.5079726651480638; 0.7861952861952862; 0.9467005076142132; 0.9959946595460614; 0.9439252336448598; 0.651006711409396; 0.8660714285714286; 0.5190822259136213; 0.6301369863013699; 0.8558139534883721; 0.5149605481727575; 0.8156748911465893; 0.9461279461279462; 0.7861952861952862
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; 10; svd_trunc_diff; svdn; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.87828947 0.83881579 0.88486842 0.87748344 0.8807947 ]; 0.586046511627907; 0.6116279069767442; 0.8396464646464646; 0.9768041237113403; 1.0; 0.9762532981530343; 0.6821428571428572; 0.8925233644859814; 0.5874653859466944; 0.6935779816513762; 0.875; 0.6103971962616823; 0.8566051938276251; 0.9579124579124579; 0.8396464646464648
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 1592; 530; 530; 0.6003016591251885; 0.19984917043740574; 0.19984917043740574; [0.915625   0.90566038 0.87106918 0.8490566  0.87735849]; 0.5688775510204082; 0.6556122448979592; 0.8543771043771043; 0.9742331288343559; 0.9974874371859297; 0.9736180904522613; 0.606060606060606; 0.6632653061224489; 0.5688775510204082; 0.6823529411764705; 0.7397959183673469; 0.6556122448979592; 0.8607085346215781; 0.8998316498316499; 0.8543771043771045
svm_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; 10; svd_trunc_diff; svdne; 1382; 460; 460; 0.6003475238922676; 0.1998262380538662; 0.1998262380538662; [0.98920863 1.         0.98913043 0.98188406 0.99275362]; 0.8239130434782609; 0.8434782608695652; 0.9335360556038228; 1.0; 1.0; 1.0; 0.8265524625267666; 0.8935185185185185; 0.8279068002428659; 0.859375; 0.8906882591093117; 0.8397103267377545; 0.935196950444727; 0.9566724436741768; 0.933475594659388
ensemble_model_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; 10; svd_trunc_diff; svdne; 1438; 479; 479; 0.6001669449081803; 0.19991652754590986; 0.19991652754590986; [0.99652778 0.99305556 0.98958333 1.         0.9965035 ]; 0.7697228144989339; 0.7654584221748401; 0.9082491582491582; 1.0; 1.0; 1.0; 0.7906976744186047; 0.8831168831168831; 0.7713903743315507; 0.7843137254901961; 0.8403361344537815; 0.7643239113827349; 0.9115259740259741; 0.9452861952861953; 0.9082491582491583
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.99677419 0.97741935 0.98387097 0.98709677 1.        ]; 0.738498789346247; 0.774818401937046; 0.9154040404040404; 1.0; 1.0; 1.0; 0.782258064516129; 0.9326923076923077; 0.737077861163227; 0.8082474226804123; 0.9560975609756097; 0.776125703564728; 0.9205847491110233; 0.9806397306397306; 0.9154040404040403
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; 12; svd_trunc_diff; svd; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.98901099 0.99450549 0.99450549 0.98895028 0.99723757]; 0.7642857142857142; 0.8035714285714286; 0.9490740740740741; 1.0; 1.0; 1.0; 0.79375; 0.9694656488549618; 0.776679133152313; 0.8405797101449275; 0.9731543624161074; 0.7919206926584355; 0.951229343006852; 0.9932659932659933; 0.9490740740740741
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; 12; svd_trunc_diff; svd; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.99175824 0.99175824 0.99175824 1.         0.99175824]; 0.7985611510791367; 0.8165467625899281; 0.95496632996633; 1.0; 1.0; 1.0; 0.7925925925925926; 0.7753623188405797; 0.7983954451345755; 0.8271186440677966; 0.8714285714285714; 0.8161490683229814; 0.9551362683438155; 0.9587542087542088; 0.95496632996633
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svd; 32; 0; 32; zones; svd_trunc_diff; svd; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.98850575 0.98843931 0.99132948 0.98554913 0.99421965]; 0.7236024844720497; 0.7111801242236024; 0.922979797979798; 0.9994229659549912; 1.0; 0.9994226327944572; 0.7712082262210798; 0.9375; 0.7249228395061729; 0.765743073047859; 0.9382716049382716; 0.7097608024691358; 0.927352123858674; 0.9831649831649831; 0.922979797979798
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; 12; svd_trunc_diff; svdn; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.85526316 0.86507937 0.86772487 0.88095238 0.84920635]; 0.5702479338842975; 0.5537190082644629; 0.8653198653198653; 0.9458375125376128; 0.9968287526427061; 0.9429175475687104; 0.6578947368421053; 0.8264462809917356; 0.5702479338842975; 0.6538461538461537; 0.8429752066115702; 0.5537190082644627; 0.8773946360153256; 0.9638047138047138; 0.8653198653198653
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; 12; svd_trunc_diff; svdn; 1710; 570; 570; 0.6; 0.2; 0.2; [0.85964912 0.84795322 0.84795322 0.88888889 0.84502924]; 0.6636636636636637; 0.6276276276276276; 0.8783670033670034; 0.9699034639409426; 0.9988304093567252; 0.9690058479532164; 0.6989247311827957; 0.7975460122699386; 0.6664200649584987; 0.6820512820512821; 0.7823529411764706; 0.6243053049440634; 0.885453824811732; 0.9402356902356902; 0.8783670033670034
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdn; 32; 0; 32; zones; svd_trunc_diff; svdn; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.84883721 0.88304094 0.87426901 0.89766082 0.90350877]; 0.6506024096385542; 0.6174698795180723; 0.8720538720538721; 0.9654782116581777; 0.9964953271028038; 0.9643691588785047; 0.7128712871287128; 0.8727272727272727; 0.6519324986390854; 0.703962703962704; 0.9041916167664671; 0.6157321720195972; 0.8830769230769232; 0.9663299663299664; 0.872053872053872
svm_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; 12; svd_trunc_diff; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.99719101 0.97752809 0.99719101 0.99438202 0.98870056]; 0.7224080267558528; 0.7792642140468228; 0.9372895622895623; 1.0; 1.0; 1.0; 0.7381703470031546; 0.8181818181818182; 0.7263986013986015; 0.8114285714285714; 0.9102564102564102; 0.7733100233100232; 0.9390593047034764; 0.9663299663299664; 0.9372895622895623
ensemble_model_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; 12; svd_trunc_diff; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.98087432 0.98360656 0.98351648 0.99175824 0.97802198]; 0.8405797101449275; 0.7971014492753623; 0.9558080808080808; 0.9972602739726028; 0.9978070175438597; 0.9972587719298245; 0.8571428571428571; 0.9103448275862069; 0.8368518031060805; 0.8120805369127517; 0.9236641221374046; 0.8032113714135299; 0.9568078979843686; 0.9789562289562289; 0.9558080808080807
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_trunc_diff_svdne; 32; 0; 32; zones; svd_trunc_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.98876404 0.98314607 0.98314607 0.97457627 0.98870056]; 0.84; 0.7933333333333333; 0.9532828282828283; 0.9994372537985369; 1.0; 0.9994369369369369; 0.8471337579617834; 0.869281045751634; 0.8394024276377218; 0.8012820512820511; 0.8503401360544217; 0.7944511137788448; 0.9538077403245943; 0.9646464646464646; 0.9532828282828283
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; 4; svd_trunc_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.94262295 0.98360656 0.92622951 0.95081967 0.95901639]; 0.8571428571428571; 0.8817733990147784; 0.9350393700787402; 0.9787234042553192; 0.980327868852459; 0.9786885245901639; 0.8557213930348259; 0.86; 0.8571844660194174; 0.8867924528301887; 0.8785046728971962; 0.8819606697819313; 0.935546875; 0.935546875; 0.9350353422619049
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; 4; svd_trunc_diff; svd; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.95614035 0.9375     0.92857143 0.94642857 0.95535714]; 0.8074866310160428; 0.7433155080213903; 0.9038461538461539; 0.989247311827957; 0.9822064056939501; 0.98932384341637; 0.8392857142857142; 0.912621359223301; 0.7955963938973648; 0.7473684210526316; 0.8554216867469879; 0.754633920296571; 0.9074074074074074; 0.9443254817987152; 0.9039324637138566
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.96153846 0.96153846 0.98076923 0.97115385 0.97058824]; 0.8604651162790697; 0.8197674418604651; 0.9327146171693735; 0.9941972920696325; 0.9922779922779923; 0.9942084942084942; 0.8709677419354839; 0.9418604651162791; 0.8604651162790699; 0.8393782383419689; 0.8901098901098901; 0.8154253154253154; 0.935267857142857; 0.9610091743119266; 0.9323825214282637
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; 4; svd_trunc_diff; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.68333333 0.7        0.69491525 0.73728814 0.71186441]; 0.6565656565656566; 0.7222222222222222; 0.705050505050505; 0.6998223801065719; 0.6632996632996633; 0.7154882154882155; 0.6633663366336634; 0.6504854368932039; 0.6568216658150231; 0.729064039408867; 0.7184466019417476; 0.722381195707716; 0.6983471074380165; 0.6719681908548708; 0.7055939516902692
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; 4; svd_trunc_diff; svdn; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.77884615 0.71153846 0.75       0.69230769 0.71568627]; 0.5348837209302325; 0.6744186046511628; 0.8329466357308585; 0.9847328244274809; 0.9961389961389961; 0.9845559845559847; 0.6116504854368933; 0.75; 0.5397727272727273; 0.7171717171717172; 0.7634408602150538; 0.6665305566898053; 0.8448275862068967; 0.8990825688073395; 0.8321703923848903
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.79545455 0.79545455 0.78030303 0.77272727 0.78030303]; 0.6545454545454545; 0.65; 0.8372727272727273; 0.9613095238095237; 0.9787878787878788; 0.9606060606060606; 0.6833333333333333; 0.6890756302521008; 0.6514685081953574; 0.6637554585152838; 0.7676767676767676; 0.6606978879706151; 0.8431200701139351; 0.8777372262773723; 0.8374193377763672
svm_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; 4; svd_trunc_diff; svdne; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.94444444 0.98113208 0.96226415 0.93396226 0.98113208]; 0.807909604519774; 0.847457627118644; 0.9198645598194131; 0.9808429118773946; 0.9624060150375939; 0.981203007518797; 0.8191489361702128; 0.8651685393258427; 0.8075842696629213; 0.8457142857142858; 0.925; 0.8542525773195876; 0.919774011299435; 0.9356321839080459; 0.9201442515992557
ensemble_model_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; 4; svd_trunc_diff; svdne; 696; 232; 232; 0.6; 0.2; 0.2; [0.93571429 0.98571429 0.97142857 0.97826087 0.97826087]; 0.8405172413793104; 0.8362068965517241; 0.9353448275862069; 1.0; 1.0; 1.0; 0.8614232209737828; 0.905511811023622; 0.8337082864641919; 0.8347826086956522; 0.9230769230769231; 0.8443509615384615; 0.9371332774518022; 0.9654576856649395; 0.935396656946067
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.98305085 0.90677966 0.95689655 1.         0.98275862]; 0.8247422680412371; 0.845360824742268; 0.934156378600823; 1.0; 1.0; 1.0; 0.8468468468468469; 0.94; 0.821063829787234; 0.8623853211009174; 0.9494949494949495; 0.8431685273790537; 0.9374999999999999; 0.9775967413441955; 0.9337048155785427
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; 6; svd_trunc_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.98888889 0.96629213 0.98314607 0.97191011 0.97191011]; 0.7710437710437711; 0.7946127946127947; 0.9084791386271871; 0.9922135706340378; 1.0; 0.9921524663677129; 0.7926829268292683; 0.8843537414965986; 0.7721768707482992; 0.8157099697885196; 0.8823529411764706; 0.7918709150326797; 0.9127086007702181; 0.953083109919571; 0.9082983117165423
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; 6; svd_trunc_diff; svd; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.97802198 0.96153846 0.98351648 0.96153846 0.98901099]; 0.900990099009901; 0.834983498349835; 0.9465699208443272; 0.9988998899889989; 0.9978021978021978; 0.9989010989010989; 0.9096385542168675; 0.9263803680981595; 0.8989044697633655; 0.8387096774193549; 0.8666666666666667; 0.8352941176470589; 0.9477756286266925; 0.95703125; 0.9464300635026738
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.98255814 0.97674419 0.97674419 0.97674419 0.98235294]; 0.8076923076923077; 0.7762237762237763; 0.916083916083916; 0.9988358556461001; 1.0; 0.9988344988344988; 0.8387096774193549; 0.9285714285714286; 0.7976190476190477; 0.7999999999999999; 0.927536231884058; 0.7813356835095966; 0.9210526315789473; 0.970873786407767; 0.9156202500445041
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; 6; svd_trunc_diff; svdn; 972; 324; 324; 0.6; 0.2; 0.2; [0.67346939 0.66494845 0.62886598 0.69587629 0.71649485]; 0.6820987654320988; 0.6388888888888888; 0.6919753086419753; 0.7456700091157703; 0.8415637860082305; 0.7129629629629629; 0.6811145510835913; 0.6707317073170732; 0.6822408536585367; 0.6285714285714287; 0.6036585365853658; 0.639329268292683; 0.7123919308357348; 0.7592137592137592; 0.691641619060974
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; 6; svd_trunc_diff; svdn; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.71354167 0.765625   0.76041667 0.75789474 0.65789474]; 0.6635220125786163; 0.6918238993710691; 0.8241206030150754; 0.923391215526047; 0.9456066945606695; 0.9215481171548118; 0.6951566951566953; 0.7176470588235294; 0.6594992050874403; 0.7048192771084338; 0.7548387096774194; 0.6933702750841085; 0.8315282791817088; 0.8605230386052304; 0.8237976409756189
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.6978022  0.60989011 0.75555556 0.68333333 0.73888889]; 0.6179401993355482; 0.6411960132890365; 0.8240371845949536; 0.9547413793103448; 0.9800884955752213; 0.9535398230088495; 0.6394984326018809; 0.68; 0.6181456953642385; 0.6470588235294118; 0.6875; 0.6431130573248408; 0.8293625241468127; 0.8632707774798928; 0.8243985466346833
svm_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; 6; svd_trunc_diff; svdne; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.94318182 0.9375     0.97727273 0.97159091 0.97159091]; 0.8361774744027304; 0.8395904436860068; 0.9208731241473397; 0.9755529685681025; 0.9522727272727273; 0.9761363636363636; 0.8509316770186335; 0.9448275862068966; 0.8372786579683131; 0.8676056338028169; 0.9625; 0.8271146616541353; 0.9244791666666665; 0.9530201342281879; 0.9203380837576446
ensemble_model_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; 6; svd_trunc_diff; svdne; 930; 310; 310; 0.6; 0.2; 0.2; [0.97311828 0.96774194 0.98387097 0.94623656 0.96774194]; 0.8451612903225807; 0.8516129032258064; 0.9296774193548387; 0.9836065573770492; 0.967741935483871; 0.9838709677419355; 0.8509316770186335; 0.9647887323943662; 0.8544181757209927; 0.8630952380952381; 0.9294871794871795; 0.8511072261072261; 0.9307056579783853; 0.9593709043250328; 0.93013017897319
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 786; 262; 262; 0.6; 0.2; 0.2; [0.94936709 0.97468354 0.9556962  0.97435897 0.96153846]; 0.8435114503816794; 0.9007633587786259; 0.9427480916030534; 0.9897172236503856; 0.9796437659033079; 0.989821882951654; 0.8353413654618472; 0.9043478260869565; 0.8501330967169477; 0.9071428571428571; 0.9694656488549618; 0.9007633587786259; 0.9426166794185157; 0.9640062597809077; 0.9432549927816611
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; 8; svd_trunc_diff; svd; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.97391304 0.97826087 0.97826087 0.96956522 0.98684211]; 0.8743455497382199; 0.837696335078534; 0.9424686192468619; 1.0; 1.0; 1.0; 0.8817733990147784; 0.93717277486911; 0.87434554973822; 0.8544600938967136; 0.9333333333333333; 0.8356506238859182; 0.9444444444444444; 0.9739583333333334; 0.9423363095238095
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; 8; svd_trunc_diff; svd; 1128; 376; 376; 0.6; 0.2; 0.2; [0.97345133 0.98230088 0.96017699 0.94247788 0.98214286]; 0.851063829787234; 0.8430851063829787; 0.9335106382978723; 0.9910554561717353; 0.9822695035460993; 0.9911347517730497; 0.8685446009389671; 0.9296482412060302; 0.8461800528064048; 0.854320987654321; 0.9202127659574468; 0.8430851063829787; 0.9358645459209851; 0.9589905362776026; 0.9332089387523643
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 1182; 394; 394; 0.6; 0.2; 0.2; [0.95798319 0.95762712 0.94491525 0.94067797 0.93220339]; 0.9060913705583756; 0.8629441624365483; 0.9375634517766498; 0.9722222222222221; 0.9475465313028765; 0.972927241962775; 0.9125295508274232; 0.9554455445544554; 0.904806105610561; 0.8750000000000001; 0.945; 0.8616752577319586; 0.9387144992526159; 0.9486404833836858; 0.9374727493684037
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; 8; svd_trunc_diff; svdn; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.73577236 0.7195122  0.70731707 0.70901639 0.74180328]; 0.6274509803921569; 0.6127450980392157; 0.7722820763956905; 0.8835462058602553; 0.9592169657422512; 0.8735725938009787; 0.6846473029045643; 0.8048780487804879; 0.6265769554247267; 0.6680672268907563; 0.7571428571428571; 0.6083694083694083; 0.7968545216251637; 0.8871595330739299; 0.7714890367539275
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; 8; svd_trunc_diff; svdn; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.7231405  0.71487603 0.7107438  0.73140496 0.73333333]; 0.6417910447761194; 0.664179104477612; 0.8066600397614314; 0.9117174959871589; 0.9403973509933775; 0.9089403973509934; 0.6619718309859155; 0.6714285714285714; 0.6404017857142856; 0.6731234866828087; 0.702020202020202; 0.6647355912061794; 0.8134292565947242; 0.8379446640316206; 0.8064723320158104
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.744      0.716      0.736      0.692      0.69354839]; 0.6129807692307693; 0.6826923076923077; 0.8259615384615384; 0.945712037765539; 0.9631410256410257; 0.9447115384615385; 0.628175519630485; 0.6445497630331753; 0.6125187839556121; 0.6972477064220183; 0.7272727272727273; 0.6824769433465085; 0.8308411214953271; 0.8515325670498084; 0.8258628086214294
svm_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; 8; svd_trunc_diff; svdne; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.94444444 0.97844828 0.9612069  0.98275862 0.97413793]; 0.8475452196382429; 0.8682170542635659; 0.9390495867768595; 0.9930795847750865; 0.9879518072289156; 0.9931153184165232; 0.8557457212713936; 0.8928571428571429; 0.8469521316379955; 0.874074074074074; 0.8984771573604061; 0.867659631311782; 0.9401015228426395; 0.9507186858316222; 0.9389768065332748
ensemble_model_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; 8; svd_trunc_diff; svdne; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.95909091 0.97727273 0.95909091 0.94090909 0.91818182]; 0.855191256830601; 0.8934426229508197; 0.9383187772925764; 0.9805375347544022; 0.9618181818181818; 0.980909090909091; 0.8623376623376624; 0.9431818181818182; 0.858433014354067; 0.9046454767726161; 0.9635416666666666; 0.8898168103448275; 0.9396689802455952; 0.9586056644880174; 0.9382743858545121
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 1260; 420; 420; 0.6; 0.2; 0.2; [0.9484127  0.97619048 0.97619048 0.9484127  0.95238095]; 0.8833333333333333; 0.8761904761904762; 0.9504761904761905; 0.9976171564733917; 0.9968253968253968; 0.9976190476190476; 0.8863109048723897; 0.9455445544554455; 0.8856163139249704; 0.8879310344827587; 0.9626168224299065; 0.874512294710099; 0.9517177344475394; 0.9799235181644359; 0.9505879450404722
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; 10; svd_trunc_diff; svd; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.97058824 0.97058824 0.97712418 0.97368421 0.98026316]; 0.8635294117647059; 0.8376470588235294; 0.9385521885521886; 0.987425545996029; 0.9777195281782438; 0.9875491480996068; 0.8705357142857142; 0.9330143540669856; 0.8646553251816409; 0.8449438202247191; 0.8703703703703703; 0.8370990607832712; 0.9392678868552412; 0.9503367003367004; 0.9385521885521885
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; 10; svd_trunc_diff; svd; 1536; 512; 512; 0.6; 0.2; 0.2; [0.95779221 0.98376623 0.95454545 0.98039216 0.97058824]; 0.830952380952381; 0.819047619047619; 0.9356060606060606; 0.996078431372549; 0.9921875; 0.99609375; 0.8397291196388261; 0.8611111111111112; 0.8300653594771243; 0.8264840182648402; 0.8872549019607843; 0.820942265795207; 0.9365408544172543; 0.9503367003367004; 0.9356060606060606
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 1580; 526; 526; 0.6003039513677811; 0.19984802431610943; 0.19984802431610943; [0.97151899 0.95886076 0.96518987 0.93670886 0.96202532]; 0.8366834170854272; 0.8467336683417085; 0.9385521885521886; 0.9872122762148338; 0.9772151898734177; 0.9873417721518987; 0.8532731376975169; 0.945; 0.8361363636363637; 0.8610478359908884; 0.9545454545454546; 0.8472727272727273; 0.9403107113654947; 0.968013468013468; 0.9385521885521885
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; 10; svd_trunc_diff; svdn; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.74666667 0.74666667 0.65666667 0.71       0.72818792]; 0.5854214123006833; 0.6082004555808656; 0.7512626262626263; 0.8550458715596331; 0.9332443257676902; 0.8417890520694259; 0.5955555555555555; 0.6203703703703703; 0.5859699385484138; 0.6277056277056277; 0.6502242152466368; 0.6075195150307258; 0.767962308598351; 0.8232323232323232; 0.7512626262626262
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; 10; svd_trunc_diff; svdn; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.78571429 0.68831169 0.75324675 0.72727273 0.67207792]; 0.65311004784689; 0.6052631578947368; 0.8085016835016835; 0.9082858950031626; 0.9324675324675324; 0.9058441558441558; 0.6572104018912529; 0.6556603773584906; 0.6530729071258471; 0.5822784810126582; 0.558252427184466; 0.6045979117054405; 0.8103376406836181; 0.8181818181818182; 0.8085016835016836
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.72108844 0.74489796 0.76530612 0.68493151 0.71575342]; 0.5956043956043956; 0.6065934065934065; 0.7790404040404041; 0.8924302788844621; 0.9167803547066848; 0.8894952251023192; 0.6118143459915611; 0.614406779661017; 0.5948746227072208; 0.5959367945823929; 0.6027397260273972; 0.6064546087764104; 0.783326454808089; 0.7988215488215489; 0.7790404040404041
svm_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; 10; svd_trunc_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.94791667 0.97569444 0.96180556 0.96875    0.96180556]; 0.8333333333333334; 0.8226495726495726; 0.914983164983165; 0.9709425939050319; 0.9513888888888888; 0.9715277777777779; 0.8340425531914893; 0.8521739130434782; 0.8336499817318231; 0.8295687885010267; 0.8487394957983193; 0.8221958348556814; 0.9146959459459459; 0.9116161616161617; 0.9149831649831651
ensemble_model_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; 10; svd_trunc_diff; svdne; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.95918367 0.97278912 0.96938776 0.96917808 0.9760274 ]; 0.8087912087912088; 0.8219780219780219; 0.9225589225589226; 0.9889655172413794; 0.9781718963165075; 0.9890859481582537; 0.8079470198675496; 0.7922077922077922; 0.8090503246753247; 0.8146453089244852; 0.7946428571428571; 0.8215638528138529; 0.9213675213675213; 0.9074074074074074; 0.9225589225589226
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.94155844 0.95779221 0.96753247 0.95454545 0.96405229]; 0.8186157517899761; 0.8448687350835322; 0.9255050505050505; 0.9761589403973511; 0.9583875162548765; 0.976592977893368; 0.842323651452282; 0.9530516431924883; 0.8163316468389625; 0.8571428571428571; 0.9466019417475728; 0.8465404074935048; 0.9276665304454433; 0.9553872053872053; 0.9255050505050506
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; 12; svd_trunc_diff; svd; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.95945946 0.96756757 0.96486486 0.97297297 0.96216216]; 0.8593155893536122; 0.870722433460076; 0.9671717171717171; 0.996201844818231; 0.9924324324324324; 0.9962162162162163; 0.8745762711864408; 0.9923076923076923; 0.8608155002891844; 0.8859060402684563; 0.9924812030075187; 0.8693175245806825; 0.9679802955665023; 0.9924242424242424; 0.9671717171717172
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; 12; svd_trunc_diff; svd; 1944; 648; 648; 0.6; 0.2; 0.2; [0.96153846 0.96410256 0.96649485 0.96907216 0.97938144]; 0.8009259259259259; 0.8287037037037037; 0.9663299663299664; 1.0; 1.0; 1.0; 0.8; 0.8686868686868687; 0.8061383061383062; 0.8477366255144033; 0.8803418803418803; 0.8240093240093241; 0.9666944213155704; 0.9772727272727273; 0.9663299663299663
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svd; 32; 34; 66; zones; svd_trunc_diff; svd; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.97191011 0.95505618 0.95480226 0.96327684 0.94632768]; 0.8272425249169435; 0.8504983388704319; 0.9515993265993266; 0.9897610921501706; 0.9808342728297632; 0.9898534385569335; 0.8433734939759036; 0.9859154929577465; 0.8357250420763576; 0.8746518105849581; 0.9874213836477987; 0.8423022411196739; 0.9530420579828501; 0.9823232323232324; 0.9515993265993266
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; 12; svd_trunc_diff; svdn; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.72383721 0.7122093  0.69476744 0.72093023 0.66959064]; 0.6504559270516718; 0.6109422492401215; 0.7941919191919192; 0.8654266958424507; 0.9208381839348079; 0.8568102444703143; 0.6704871060171921; 0.75; 0.6553468208092486; 0.654054054054054; 0.6994219653179191; 0.6061212390692159; 0.8080094228504122; 0.8661616161616161; 0.7941919191919192
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; 12; svd_trunc_diff; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.71348315 0.6994382  0.73728814 0.68361582 0.71186441]; 0.6445182724252492; 0.6877076411960132; 0.8531144781144782; 0.9189485213581599; 0.9458850056369785; 0.9165727170236753; 0.6348122866894197; 0.5961538461538461; 0.6463527851458887; 0.6642857142857143; 0.6413793103448275; 0.6860742705570292; 0.854522717799083; 0.8627946127946128; 0.8531144781144782
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdn; 32; 34; 66; zones; svd_trunc_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.76271186 0.65536723 0.71751412 0.70621469 0.71306818]; 0.6710526315789473; 0.6480263157894737; 0.8455387205387206; 0.9113082039911308; 0.9298642533936652; 0.9095022624434389; 0.6753246753246753; 0.6887417218543046; 0.6711682465480674; 0.6880466472303208; 0.7712418300653595; 0.6472103190061896; 0.8505091649694501; 0.8787878787878788; 0.8455387205387206
svm_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; 12; svd_trunc_diff; svdne; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.98595506 0.98033708 0.98305085 0.97740113 0.98022599]; 0.7807308970099668; 0.7408637873754153; 0.9393939393939394; 1.0; 1.0; 1.0; 0.8166666666666667; 0.930379746835443; 0.7728821811100293; 0.7664670658682635; 0.8951048951048951; 0.7481853589448525; 0.9416531604538088; 0.9781144781144782; 0.9393939393939393
ensemble_model_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; 12; svd_trunc_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.97206704 0.96648045 0.97765363 0.97486034 0.97486034]; 0.8532423208191127; 0.8361774744027304; 0.9553872053872053; 0.9915492957746479; 0.9832402234636871; 0.9916201117318435; 0.8652037617554857; 0.92; 0.8516083916083916; 0.8481012658227848; 0.9370629370629371; 0.8385314685314685; 0.9560165975103735; 0.9696969696969697; 0.9553872053872055
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_trunc_diff_svdne; 32; 34; 66; zones; svd_trunc_diff; svdne; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.98546512 0.97953216 0.9619883  0.96491228 0.93859649]; 0.7740963855421686; 0.8012048192771084; 0.9318181818181818; 0.9876397881106533; 0.9801401869158879; 0.9877336448598132; 0.8110831234256927; 0.9415204678362573; 0.7688968798808616; 0.819672131147541; 0.9316770186335404; 0.8050197958664778; 0.9341998375304631; 0.968013468013468; 0.9318181818181819
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; 4; svd_trunc_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.98275862 0.98275862 0.99137931 0.95689655 1.        ]; 0.8393782383419689; 0.8290155440414507; 0.9337474120082816; 1.0; 1.0; 1.0; 0.8472906403940886; 0.8775510204081632; 0.8387755102040817; 0.8135593220338982; 0.8275862068965517; 0.8288874430709173; 0.9333333333333335; 0.9431578947368421; 0.9339007396291136
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; 4; svd_trunc_diff; svd; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [0.92537313 0.92424242 0.93181818 0.93181818 0.96212121]; 0.8590909090909091; 0.8318181818181818; 0.9128856624319419; 0.9580838323353293; 0.9667673716012085; 0.957703927492447; 0.8571428571428571; 0.8611111111111112; 0.8591269841269842; 0.821256038647343; 0.8173076923076923; 0.8310676392572944; 0.9120879120879122; 0.9171270718232044; 0.912946362387452
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.90178571 0.86607143 0.91964286 0.88392857 0.85714286]; 0.8602150537634409; 0.8978494623655914; 0.9206008583690987; 0.9475587703435806; 0.9357142857142857; 0.9482142857142857; 0.8602150537634409; 0.8791208791208791; 0.8606130711393869; 0.9107981220657277; 0.9150943396226415; 0.8950471698113207; 0.9222689075630253; 0.9203354297693921; 0.9206072753242566
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; 4; svd_trunc_diff; svdn; 506; 168; 168; 0.6009501187648456; 0.1995249406175772; 0.1995249406175772; [0.54901961 0.50980392 0.58823529 0.65       0.6       ]; 0.5654761904761905; 0.6607142857142857; 0.6258907363420427; 0.6826758147512865; 0.7865612648221344; 0.634387351778656; 0.6010928961748634; 0.7236842105263158; 0.579233409610984; 0.7135678391959799; 0.7244897959183674; 0.6479591836734694; 0.6735751295336787; 0.7611241217798594; 0.6239355548658334
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; 4; svd_trunc_diff; svdn; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.56349206 0.57936508 0.65873016 0.57258065 0.60483871]; 0.6009615384615384; 0.6105769230769231; 0.8349328214971209; 0.9873015873015872; 0.9936102236421726; 0.9872204472843451; 0.6139534883720931; 0.7021276595744681; 0.6098357596117956; 0.6367713004484306; 0.6698113207547169; 0.6094154642989271; 0.8389513108614233; 0.8732943469785575; 0.8355129579883336
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.53636364 0.63636364 0.61818182 0.57272727 0.57272727]; 0.6338797814207651; 0.5191256830601093; 0.8264192139737991; 0.9927272727272727; 0.9927272727272727; 0.9927272727272726; 0.6794258373205742; 0.6826923076923077; 0.6261562804284323; 0.5416666666666666; 0.611764705882353; 0.5252701080432174; 0.832807570977918; 0.853448275862069; 0.8260604211168752
svm_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; 4; svd_trunc_diff; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.9609375  0.9765625  0.9765625  0.99206349 0.96031746]; 0.8066037735849056; 0.8113207547169812; 0.9113207547169812; 0.9791332263242375; 0.9591194968553459; 0.979559748427673; 0.8326530612244898; 0.918918918918919; 0.801043617875301; 0.8230088495575222; 0.8532110091743119; 0.8101006502182239; 0.9140767824497258; 0.929368029739777; 0.9110441681265935
ensemble_model_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; 4; svd_trunc_diff; svdne; 668; 222; 222; 0.6007194244604317; 0.19964028776978418; 0.19964028776978418; [0.95522388 0.94029851 0.97014925 0.91044776 0.96212121]; 0.8648648648648649; 0.8288288288288288; 0.9370503597122302; 0.996996996996997; 0.9940119760479041; 0.9970059880239521; 0.8598130841121495; 0.8761904761904762; 0.8654456654456654; 0.8333333333333335; 0.8558558558558559; 0.8288288288288289; 0.9368231046931408; 0.9436363636363636; 0.9371206729213848
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.87068966 0.86206897 0.90517241 0.88793103 0.92105263]; 0.7864583333333334; 0.7916666666666666; 0.8835758835758836; 0.9453262786596119; 0.9273356401384083; 0.9463667820069205; 0.760233918128655; 0.7471264367816092; 0.783087027914614; 0.7894736842105263; 0.7894736842105263; 0.7916440586001086; 0.8793103448275862; 0.8662420382165605; 0.8832228521021703
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; 6; svd_trunc_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [0.92631579 0.88947368 0.94736842 0.94210526 0.95212766]; 0.8037974683544303; 0.7848101265822784; 0.9151898734177215; 0.9957894736842106; 0.9978902953586498; 0.9957805907172996; 0.8342245989304812; 0.9397590361445783; 0.7965461847389559; 0.8089887640449439; 0.8780487804878049; 0.7811296534017972; 0.9202380952380952; 0.9614427860696517; 0.9143554136533827
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; 6; svd_trunc_diff; svd; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.90123457 0.90123457 0.88271605 0.91975309 0.88125   ]; 0.8996282527881041; 0.8847583643122676; 0.9227340267459139; 0.943069306930693; 0.943069306930693; 0.943069306930693; 0.9025270758122744; 0.8928571428571429; 0.8999169435215947; 0.888888888888889; 0.8985507246376812; 0.8843898661356344; 0.9237536656891495; 0.9237536656891495; 0.9227202063385508
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.94767442 0.90116279 0.93604651 0.89411765 0.92941176]; 0.8736842105263158; 0.856140350877193; 0.9291725105189341; 0.9716981132075471; 0.9626168224299065; 0.9719626168224299; 0.8723404255319149; 0.8723404255319149; 0.8736702127659575; 0.8619528619528619; 0.8707482993197279; 0.8556640047323276; 0.9292221443587947; 0.9259776536312849; 0.929186009914234
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; 6; svd_trunc_diff; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.58695652 0.67934783 0.60869565 0.61956522 0.62637363]; 0.6045751633986928; 0.6143790849673203; 0.6196078431372549; 0.676109537299339; 0.7799564270152506; 0.6263616557734205; 0.675603217158177; 0.8235294117647058; 0.6045751633986928; 0.6861702127659574; 0.8269230769230769; 0.6101282051282051; 0.6780973451327434; 0.7981770833333334; 0.618904814632546
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; 6; svd_trunc_diff; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.59895833 0.625      0.61979167 0.515625   0.640625  ]; 0.603125; 0.61875; 0.8325; 0.9800629590766001; 0.9729166666666667; 0.9802083333333333; 0.6613333333333333; 0.7209302325581395; 0.5935732243871779; 0.6573033707865169; 0.7267080745341615; 0.6180710183991562; 0.8408551068883611; 0.8708487084870848; 0.8318665397581549
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.62643678 0.62068966 0.62643678 0.63953488 0.54651163]; 0.5381944444444444; 0.6111111111111112; 0.8079056865464632; 0.9633867276887872; 0.9722863741339491; 0.9630484988452656; 0.5581395348837209; 0.5874125874125874; 0.5385338799131902; 0.6363636363636364; 0.6758620689655173; 0.6106583072100313; 0.8132164531355361; 0.8363384188626907; 0.8079056865464632
svm_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; 6; svd_trunc_diff; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.92777778 0.90555556 0.91666667 0.92777778 0.97222222]; 0.8333333333333334; 0.7866666666666666; 0.924; 1.0; 1.0; 1.0; 0.84472049689441; 0.8831168831168831; 0.8319694004625511; 0.8; 0.8366013071895425; 0.7856475923702815; 0.9260700389105059; 0.9431968295904888; 0.9238191415785552
ensemble_model_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; 6; svd_trunc_diff; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.9375     0.93181818 0.91477273 0.94886364 0.93103448]; 0.8356164383561644; 0.8732876712328768; 0.9220246238030095; 0.9678135405105438; 0.9931662870159453; 0.9669703872437356; 0.8554216867469879; 0.8875; 0.8301136363636363; 0.8810289389067524; 0.9072847682119205; 0.8720821004180169; 0.9261658031088082; 0.9533333333333334; 0.9211891385767791
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 930; 310; 310; 0.6; 0.2; 0.2; [0.92473118 0.92473118 0.94086022 0.92473118 0.91935484]; 0.867741935483871; 0.832258064516129; 0.9187096774193548; 0.9640914036996735; 0.9526881720430107; 0.964516129032258; 0.881159420289855; 0.95; 0.865; 0.8497109826589595; 0.9423076923076923; 0.8315434565434565; 0.9217391304347826; 0.9500640204865557; 0.9184650401522506
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; 8; svd_trunc_diff; svd; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.92276423 0.95121951 0.93495935 0.93495935 0.91803279]; 0.8410757946210269; 0.8386308068459658; 0.9090909090909091; 0.9545829892650702; 0.9413680781758957; 0.9552117263843648; 0.8441247002398082; 0.8844221105527639; 0.842211055276382; 0.847926267281106; 0.9019607843137255; 0.8387852702056432; 0.909796314258002; 0.9223205506391348; 0.9091680498579542
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; 8; svd_trunc_diff; svd; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.9279661  0.94915254 0.94871795 0.94017094 0.92307692]; 0.7851662404092071; 0.8081841432225064; 0.8997955010224948; 0.9681309216192938; 0.9574105621805792; 0.9684838160136287; 0.7999999999999999; 0.8571428571428571; 0.7849816849816851; 0.8275862068965517; 0.9278350515463918; 0.8090951907478153; 0.9027777777777778; 0.9314227226202662; 0.8998278066625335
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.92920354 0.90265487 0.88392857 0.90178571 0.92410714]; 0.8556149732620321; 0.8582887700534759; 0.9273504273504274; 0.9737556561085973; 0.9572953736654805; 0.9741992882562278; 0.8708133971291866; 0.9430051813471503; 0.8527180602868348; 0.8691358024691357; 0.9617486338797814; 0.8604554687723514; 0.9294605809128631; 0.9552238805970149; 0.9272907411550385
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; 8; svd_trunc_diff; svdn; 1170; 390; 390; 0.6; 0.2; 0.2; [0.61111111 0.57692308 0.62820513 0.58974359 0.58119658]; 0.6256410256410256; 0.6051282051282051; 0.6184615384615385; 0.6828571428571428; 0.8170940170940171; 0.6205128205128205; 0.7080000000000001; 0.8592233009708737; 0.6116768678767412; 0.6791666666666667; 0.8358974358974359; 0.6051282051282052; 0.6873949579831933; 0.8296146044624746; 0.6160521155092457
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; 8; svd_trunc_diff; svdn; 1310; 436; 436; 0.6003666361136571; 0.1998166819431714; 0.1998166819431714; [0.55725191 0.58396947 0.59923664 0.58396947 0.55343511]; 0.6307339449541285; 0.6215596330275229; 0.8505957836846929; 1.0; 1.0; 1.0; 0.6445916114790287; 0.6606334841628959; 0.630316742081448; 0.6189376443418013; 0.6291079812206573; 0.6217288785027053; 0.8515482695810564; 0.8585858585858586; 0.8506104041328195
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.59051724 0.59482759 0.6        0.6173913  0.6       ]; 0.5859375; 0.5598958333333334; 0.8189386056191468; 0.9826689774696707; 0.9826689774696707; 0.9826689774696709; 0.6293706293706293; 0.6818181818181818; 0.5828445747800586; 0.6023529411764706; 0.7032967032967034; 0.566994886301817; 0.8266932270916335; 0.8672936259143156; 0.8191390409364325
svm_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; 8; svd_trunc_diff; svdne; 1152; 384; 384; 0.6; 0.2; 0.2; [0.92241379 0.9173913  0.90869565 0.8826087  0.9173913 ]; 0.8359375; 0.859375; 0.9182291666666667; 0.964349376114082; 0.9392361111111112; 0.9652777777777778; 0.8531468531468531; 0.9195979899497487; 0.8327719679478474; 0.8615384615384616; 0.9180327868852459; 0.8620014680694886; 0.9191138588356518; 0.9311064718162839; 0.9182559386108446
ensemble_model_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; 8; svd_trunc_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.9        0.9125     0.90833333 0.9125     0.88333333]; 0.9025; 0.835; 0.9135; 0.9423728813559322; 0.9266666666666666; 0.9433333333333332; 0.8981723237597911; 0.8911917098445595; 0.9021175940527146; 0.8390243902439024; 0.8390243902439024; 0.8348968105065665; 0.9123162696401419; 0.9018036072144289; 0.9134766539066157
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.90082645 0.94583333 0.94166667 0.92916667 0.91666667]; 0.8575; 0.845; 0.9215784215784216; 0.96849087893864; 0.9717138103161398; 0.9683860232945092; 0.8488063660477454; 0.8333333333333334; 0.8565705128205129; 0.8495145631067961; 0.8454106280193237; 0.8449851067557758; 0.9213032581453634; 0.919; 0.9215758483033932
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; 10; svd_trunc_diff; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.90540541 0.92176871 0.91496599 0.92176871 0.91156463]; 0.8761061946902655; 0.8849557522123894; 0.9225589225589226; 0.9488559892328398; 0.9578804347826086; 0.9483695652173914; 0.8691588785046729; 0.8193832599118943; 0.8763582966226139; 0.8807339449541284; 0.8533333333333334; 0.8848164464023496; 0.9217021276595745; 0.9116161616161617; 0.9225589225589226
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; 10; svd_trunc_diff; svd; 1434; 478; 478; 0.6; 0.2; 0.2; [0.91666667 0.9375     0.90559441 0.91258741 0.91258741]; 0.8280254777070064; 0.8174097664543525; 0.8985690235690236; 0.9476661951909477; 0.9344490934449093; 0.9483960948396095; 0.8457142857142858; 0.9652173913043478; 0.8311564134944974; 0.843065693430657; 0.9585062240663901; 0.8140357207288473; 0.9030960997185363; 0.9452861952861953; 0.8985690235690236
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.92580645 0.90645161 0.89677419 0.91883117 0.89285714]; 0.8072289156626506; 0.8481927710843373; 0.9057239057239057; 0.9467455621301776; 0.9314359637774903; 0.9476067270375161; 0.8268398268398269; 0.9845360824742269; 0.8180598964407333; 0.8722109533468559; 0.9728506787330317; 0.8395181228716704; 0.9095315024232632; 0.9478114478114478; 0.9057239057239057
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; 10; svd_trunc_diff; svdn; 1342; 447; 447; 0.6001788908765653; 0.19991055456171736; 0.19991055456171736; [0.61111111 0.58955224 0.62686567 0.6119403  0.63059701]; 0.5861297539149888; 0.5480984340044742; 0.5979427549194991; 0.687041564792176; 0.8375558867362146; 0.6184798807749627; 0.6435452793834295; 0.759090909090909; 0.5887965558670405; 0.6023622047244095; 0.6710526315789473; 0.5455719778899303; 0.662410814870447; 0.7882037533512064; 0.5977724227812433
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; 10; svd_trunc_diff; svdn; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.53741497 0.57142857 0.56462585 0.56122449 0.5239726 ]; 0.6762114537444934; 0.6674008810572687; 0.8716329966329966; 0.9952413324269205; 0.997275204359673; 0.9952316076294276; 0.6878980891719746; 0.6923076923076923; 0.6756993006993007; 0.6710239651416122; 0.7; 0.6683760683760683; 0.8729695960016659; 0.8821548821548821; 0.8716329966329966
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.57142857 0.62244898 0.60204082 0.58219178 0.56849315]; 0.567032967032967; 0.5824175824175825; 0.8177609427609428; 0.9687074829931973; 0.9713506139154161; 0.9686221009549795; 0.6099009900990098; 0.6814159292035398; 0.5677822004096301; 0.6245059288537549; 0.6899563318777293; 0.5817038296556788; 0.8254735993550988; 0.8619528619528619; 0.8177609427609428
svm_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; 10; svd_trunc_diff; svdne; 1494; 498; 498; 0.6; 0.2; 0.2; [0.92666667 0.91666667 0.89597315 0.9295302  0.92281879]; 0.8321995464852607; 0.8412698412698413; 0.8930976430976431; 0.926470588235294; 0.927710843373494; 0.9263721552878178; 0.8458333333333334; 0.8903508771929824; 0.8301519644180875; 0.8484848484848485; 0.92018779342723; 0.8438658265381764; 0.8958162428219854; 0.9191919191919192; 0.8930976430976431
ensemble_model_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; 10; svd_trunc_diff; svdne; 1400; 466; 466; 0.6003430531732419; 0.1998284734133791; 0.1998284734133791; [0.89285714 0.91071429 0.91428571 0.94642857 0.93571429]; 0.776824034334764; 0.7875536480686696; 0.9030874785591767; 0.9833694866232828; 0.9714285714285714; 0.9835714285714287; 0.7877551020408163; 0.8616071428571429; 0.7799771251475797; 0.8121442125237192; 0.8699186991869918; 0.7826866223207686; 0.9058333333333333; 0.9290598290598291; 0.902998072877591
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 1364; 454; 454; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; [0.88321168 0.93065693 0.91544118 0.91544118 0.9375    ]; 0.7907488986784141; 0.8325991189427313; 0.8956866197183099; 0.951683748169839; 0.9530791788856305; 0.9516129032258065; 0.8024948024948025; 0.8693693693693694; 0.7924433053743397; 0.8486055776892429; 0.9063829787234042; 0.8299038181288254; 0.8991060025542784; 0.9271290605794557; 0.8956033652411841
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; 12; svd_trunc_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.92162162 0.91081081 0.88648649 0.88918919 0.9076087 ]; 0.946969696969697; 0.9507575757575758; 0.9419191919191919; 0.9391780821917809; 0.9274891774891775; 0.9399350649350648; 0.9444444444444445; 0.9083969465648855; 0.9466796762899614; 0.9490196078431372; 0.9097744360902256; 0.951070424151983; 0.9408233276157805; 0.9234006734006734; 0.9419191919191919
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; 12; svd_trunc_diff; svd; 1794; 598; 598; 0.6; 0.2; 0.2; [0.93611111 0.92222222 0.93575419 0.95530726 0.94972067]; 0.7457044673539519; 0.7525773195876289; 0.9137205387205387; 0.9668353007307476; 0.9587513935340022; 0.9671125975473802; 0.7628205128205129; 0.8561151079136691; 0.7504259750094662; 0.784431137724551; 0.8618421052631579; 0.7474678152215071; 0.9154639175257732; 0.9343434343434344; 0.9137205387205386
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; zones; svd_trunc_diff; svd; 1730; 576; 576; 0.6002775850104094; 0.19986120749479527; 0.19986120749479527; [0.91040462 0.91907514 0.93930636 0.91907514 0.90462428]; 0.8421052631578947; 0.8575851393188855; 0.9305555555555556; 0.9604190919674039; 0.953757225433526; 0.9606936416184971; 0.8421052631578946; 0.8607594936708861; 0.8425009589566552; 0.8544303797468356; 0.8181818181818182; 0.8584579976985042; 0.9299957573186254; 0.9225589225589226; 0.9305555555555556
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; 12; svd_trunc_diff; svdn; 1764; 588; 588; 0.6; 0.2; 0.2; [0.59039548 0.62429379 0.63352273 0.58522727 0.57670455]; 0.5686274509803921; 0.5947712418300654; 0.6224747474747475; 0.685012285012285; 0.7902494331065759; 0.6366213151927437; 0.6333333333333333; 0.7916666666666666; 0.5810185185185185; 0.6787564766839378; 0.808641975308642; 0.5814043209876543; 0.6774541531823086; 0.7929292929292929; 0.6224747474747474
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; 12; svd_trunc_diff; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.62154696 0.62154696 0.63333333 0.61111111 0.60555556]; 0.6083916083916084; 0.5909090909090909; 0.86489898989899; 0.9487179487179488; 0.9434589800443459; 0.9490022172949003; 0.6939890710382514; 0.8581081081081081; 0.5993439091265178; 0.6608695652173914; 0.8260869565217391; 0.5988542890716804; 0.8718562874251498; 0.9191919191919192; 0.8648989898989898
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdn; 32; 84; 116; zones; svd_trunc_diff; svdn; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.56868132 0.59065934 0.54972376 0.51657459 0.5718232 ]; 0.6619217081850534; 0.6405693950177936; 0.8787878787878788; 0.9495060373216246; 0.9536934950385888; 0.9492833517089305; 0.6712802768166091; 0.6598639455782312; 0.6620215250279217; 0.6431095406360424; 0.6791044776119403; 0.6422733272413442; 0.8796992481203008; 0.8863636363636364; 0.8787878787878788
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; 12; svd_trunc_diff; svdne; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.94632768 0.91525424 0.89548023 0.92937853 0.92045455]; 0.8223684210526315; 0.819078947368421; 0.9061447811447811; 0.9365256124721603; 0.9513574660633484; 0.9355203619909502; 0.8333333333333334; 0.8709677419354839; 0.8213899112361983; 0.8275862068965518; 0.8859060402684564; 0.8203723749729379; 0.9085690856908569; 0.9326599326599326; 0.906144781144781
ensemble_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; 12; svd_trunc_diff; svdne; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.8908046  0.92241379 0.89367816 0.89017341 0.9017341 ]; 0.884375; 0.875; 0.9478114478114478; 0.9723691945914168; 0.9527649769585254; 0.972926267281106; 0.888888888888889; 0.9135802469135802; 0.8840053133302079; 0.8802395209580839; 0.930379746835443; 0.8756837005782153; 0.9476351351351351; 0.9444444444444444; 0.9478114478114477
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_trunc_diff_svdne; 32; 84; 116; zones; svd_trunc_diff; svdne; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.91011236 0.91573034 0.90112994 0.92655367 0.92937853]; 0.8837209302325582; 0.8803986710963455; 0.9478114478114478; 0.9696275071633239; 0.9537767756482526; 0.9701240135287487; 0.8909657320872274; 0.959731543624161; 0.8844710349699753; 0.8895705521472392; 0.9539473684210527; 0.8796582479689156; 0.9481605351170569; 0.9545454545454546; 0.9478114478114478
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; 4; svd_trunc_diff; svd; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.87735849 0.93396226 0.86792453 0.88679245 0.8490566 ]; 0.7954545454545454; 0.7784090909090909; 0.8605442176870748; 0.9120879120879122; 0.939622641509434; 0.9094339622641511; 0.797752808988764; 0.922077922077922; 0.8095238095238095; 0.7745664739884393; 0.9178082191780822; 0.7987099348317594; 0.8628762541806021; 0.9325301204819277; 0.8645519981424629
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; 4; svd_trunc_diff; svd; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.7734375  0.78125    0.78571429 0.87301587 0.78571429]; 0.8436018957345972; 0.8957345971563981; 0.9308712121212122; 0.9707792207792209; 0.943217665615142; 0.9716088328075709; 0.8390243902439023; 0.86; 0.8444144144144143; 0.8932038834951457; 0.9019607843137255; 0.8959345205972297; 0.9289191820837391; 0.9190751445086706; 0.9306735126640188
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.85714286 0.89090909 0.89090909 0.84545455 0.87272727]; 0.8478260869565217; 0.8478260869565217; 0.9108695652173913; 0.9543859649122808; 0.9855072463768116; 0.9528985507246377; 0.8205128205128205; 0.7901234567901234; 0.8416636701426345; 0.8333333333333333; 0.7692307692307693; 0.8469809760132341; 0.9082774049217002; 0.90625; 0.9107521186440678
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; 4; svd_trunc_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.62121212 0.56060606 0.56818182 0.56060606 0.57575758]; 0.5272727272727272; 0.5590909090909091; 0.66; 0.7474452554744526; 0.7757575757575758; 0.7378787878787878; 0.5185185185185185; 0.5233644859813084; 0.527168968654371; 0.576419213973799; 0.5689655172413793; 0.5585212201591513; 0.6690265486725664; 0.6835443037974683; 0.6598708721912389
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; 4; svd_trunc_diff; svdn; 528; 176; 176; 0.6; 0.2; 0.2; [0.59433962 0.54716981 0.56603774 0.59433962 0.5       ]; 0.5511363636363636; 0.5397727272727273; 0.8170454545454545; 0.998109640831758; 1.0; 0.9981060606060607; 0.4697986577181208; 0.4666666666666667; 0.5402640264026403; 0.5759162303664922; 0.5851063829787234; 0.536455630513752; 0.8147295742232451; 0.8175519630484989; 0.8170533864459496
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 532; 177; 177; 0.600451467268623; 0.19977426636568849; 0.19977426636568849; [0.55555556 0.62264151 0.53773585 0.51886792 0.51886792]; 0.480225988700565; 0.5028248587570622; 0.7945823927765236; 0.9962546816479401; 1.0; 0.9962406015037594; 0.44578313253012053; 0.44047619047619047; 0.4783026113671275; 0.5319148936170213; 0.5319148936170213; 0.5008972058446552; 0.795045045045045; 0.795045045045045; 0.7945813460519343
svm_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; 4; svd_trunc_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.85833333 0.85       0.85       0.93333333 0.87288136]; 0.8291457286432161; 0.8844221105527639; 0.8694779116465864; 0.882825040128411; 0.919732441471572; 0.8779264214046822; 0.8495575221238938; 0.9320388349514563; 0.8253944174757282; 0.8866995073891626; 0.9375; 0.8862257281553397; 0.876425855513308; 0.9257028112449799; 0.8694779116465864
ensemble_model_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; 4; svd_trunc_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.96666667 0.91525424 0.94067797 0.93220339 0.99152542]; 0.8578680203045685; 0.8071065989847716; 0.9127789046653144; 0.9655172413793103; 0.9459459459459459; 0.9662162162162163; 0.8585858585858587; 0.9444444444444444; 0.8647455867082035; 0.8240740740740741; 0.9081632653061225; 0.8076169861884148; 0.9134808853118711; 0.9380165289256198; 0.913231372032531
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 516; 172; 172; 0.6; 0.2; 0.2; [0.85576923 0.77884615 0.85576923 0.82352941 0.78431373]; 0.8488372093023255; 0.8662790697674418; 0.8895348837209303; 0.9087301587301587; 0.8875968992248062; 0.9108527131782945; 0.8631578947368421; 0.845360824742268; 0.8493470790378006; 0.8654970760233917; 0.8505747126436781; 0.8664638269100744; 0.8901734104046242; 0.8710407239819005; 0.8900658165364047
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; 6; svd_trunc_diff; svd; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.90116279 0.76162791 0.88372093 0.84302326 0.86046512]; 0.8671328671328671; 0.8321678321678322; 0.914804469273743; 0.958139534883721; 0.958139534883721; 0.958139534883721; 0.8680555555555555; 0.9398496240601504; 0.8718855963438007; 0.851851851851852; 0.92; 0.8276470588235294; 0.9171195652173912; 0.9467040673211781; 0.9149375691265138
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; 6; svd_trunc_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.83333333 0.90229885 0.83333333 0.87356322 0.85057471]; 0.8310344827586207; 0.8517241379310345; 0.9186206896551724; 0.9694117647058823; 0.9471264367816092; 0.9701149425287356; 0.8231046931407943; 0.8507462686567164; 0.8324244163796403; 0.8626198083067093; 0.8709677419354839; 0.8502986857825569; 0.9180555555555556; 0.9129834254143646; 0.9186129248283945
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 936; 312; 312; 0.6; 0.2; 0.2; [0.88829787 0.88829787 0.90425532 0.89247312 0.89784946]; 0.8397435897435898; 0.8589743589743589; 0.9044871794871795; 0.9432404540763675; 0.9764957264957265; 0.9412393162393162; 0.8563218390804598; 0.9254658385093167; 0.8369051046851219; 0.8713450292397661; 0.9371069182389937; 0.8574423480083858; 0.9101868595539482; 0.9581218274111675; 0.9039313800268272
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; 6; svd_trunc_diff; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.54945055 0.54395604 0.54395604 0.51648352 0.5       ]; 0.45695364238410596; 0.5231788079470199; 0.7162698412698413; 0.8638920134983127; 0.8458149779735683; 0.8667400881057268; 0.39705882352941174; 0.35064935064935066; 0.4591084591084591; 0.5294117647058824; 0.49693251533742333; 0.5254446749348987; 0.7075664621676891; 0.6731517509727627; 0.7171426771058146
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; 6; svd_trunc_diff; svdn; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.56565657 0.54040404 0.51010101 0.5        0.56122449]; 0.5579268292682927; 0.4725609756097561; 0.8063337393422655; 1.0; 1.0; 1.0; 0.596100278551532; 0.6729559748427673; 0.5613300584273008; 0.5181058495821728; 0.58125; 0.47514880952380956; 0.8133802816901409; 0.853448275862069; 0.8068446198587453
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.46808511 0.4787234  0.52659574 0.48387097 0.52150538]; 0.5; 0.5096153846153846; 0.8; 0.9967845659163987; 0.9935897435897436; 0.9967948717948718; 0.4967741935483871; 0.506578947368421; 0.5001644736842106; 0.4705882352941176; 0.44155844155844154; 0.5087539043235245; 0.7963446475195822; 0.7881136950904393; 0.7999092648480186
svm_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; 6; svd_trunc_diff; svdne; 930; 310; 310; 0.6; 0.2; 0.2; [0.95698925 0.92473118 0.94086022 0.93548387 0.94623656]; 0.7806451612903226; 0.8064516129032258; 0.892258064516129; 0.9592476489028213; 0.9870967741935484; 0.9580645161290322; 0.811111111111111; 0.906832298136646; 0.7755638000750344; 0.8235294117647058; 0.9271523178807947; 0.8094881086259319; 0.8992154496077248; 0.9588159588159588; 0.8920858578038398
ensemble_model_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; 6; svd_trunc_diff; svdne; 912; 304; 304; 0.6; 0.2; 0.2; [0.86413043 0.84065934 0.84615385 0.86263736 0.87912088]; 0.8388157894736842; 0.8289473684210527; 0.8842105263157894; 0.9150622876557191; 0.8859649122807017; 0.9177631578947368; 0.8191881918819187; 0.7551020408163265; 0.836149746522813; 0.8243243243243243; 0.7770700636942676; 0.8307119025954331; 0.8786206896551724; 0.8381578947368421; 0.8842105263157896
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.89893617 0.90425532 0.91935484 0.92473118 0.90860215]; 0.8617363344051447; 0.8392282958199357; 0.9055269922879178; 0.9425531914893617; 0.9486081370449678; 0.9421841541755889; 0.8760806916426512; 0.9559748427672956; 0.8595663687520688; 0.8529411764705883; 0.9294871794871795; 0.8389371381306866; 0.9096496619545175; 0.9462915601023018; 0.9053163226868097
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; 8; svd_trunc_diff; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.92608696 0.9173913  0.83333333 0.88157895 0.9122807 ]; 0.8372703412073491; 0.8320209973753281; 0.9071353620146905; 0.9553023663453112; 0.9527972027972028; 0.9554195804195804; 0.8457711442786069; 0.8585858585858586; 0.8363967544295413; 0.8279569892473119; 0.8461538461538461; 0.8326246617703905; 0.9075718015665796; 0.9128151260504201; 0.907141315645755
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; 8; svd_trunc_diff; svd; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.88016529 0.88016529 0.88016529 0.9214876  0.91735537]; 0.8461538461538461; 0.8213399503722084; 0.9017857142857143; 0.9469320066334993; 0.943801652892562; 0.9471074380165287; 0.8652173913043478; 0.9342723004694836; 0.8408203607610575; 0.8293838862559242; 0.8974358974358975; 0.8237179487179487; 0.9051724137931034; 0.932872655478776; 0.9016307444891386
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 1194; 398; 398; 0.6; 0.2; 0.2; [0.925      0.95       0.93697479 0.93277311 0.91176471]; 0.8015075376884422; 0.8316582914572864; 0.8984924623115578; 0.953020134228188; 0.9514237855946399; 0.9530988274706869; 0.8068459657701711; 0.8967391304347826; 0.8081826493295408; 0.8514412416851441; 0.9230769230769231; 0.8273279352226721; 0.9015594541910332; 0.9352881698685541; 0.8987130160032082
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; 8; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.5210084  0.52941176 0.50420168 0.50423729 0.48728814]; 0.4582278481012658; 0.5037974683544304; 0.7925101214574899; 1.0; 1.0; 1.0; 0.43386243386243384; 0.42487046632124353; 0.4574847381111168; 0.5050505050505051; 0.4878048780487805; 0.504428754813864; 0.7908163265306122; 0.7820383451059536; 0.7925420151925707
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; 8; svd_trunc_diff; svdn; 1176; 392; 392; 0.6; 0.2; 0.2; [0.58474576 0.52966102 0.50423729 0.50854701 0.55555556]; 0.5204081632653061; 0.5204081632653061; 0.8081632653061225; 1.0; 1.0; 1.0; 0.5586854460093897; 0.6102564102564103; 0.5208642457373422; 0.5458937198067633; 0.5794871794871795; 0.5207080567486659; 0.8134920634920635; 0.8384458077709611; 0.8082249405453583
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.55042017 0.56722689 0.51680672 0.5        0.50840336]; 0.49747474747474746; 0.5050505050505051; 0.7896064581231079; 0.9815126050420168; 0.9815126050420168; 0.9815126050420169; 0.49363867684478374; 0.5052083333333334; 0.49770220588235303; 0.4787234042553192; 0.46875; 0.5039828431372549; 0.7871362940275651; 0.7875383043922369; 0.7895817145091792
svm_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; 8; svd_trunc_diff; svdne; 1270; 423; 423; 0.6001890359168242; 0.1999054820415879; 0.1999054820415879; [0.9015748  0.87401575 0.89370079 0.90551181 0.91338583]; 0.7943262411347518; 0.8392434988179669; 0.8676748582230623; 0.9042145593869733; 0.9291338582677166; 0.9015748031496063; 0.8120950323974082; 0.9215686274509803; 0.7986838571044855; 0.8521739130434781; 0.9423076923076923; 0.8409212880143112; 0.874326750448833; 0.9302769818529131; 0.8683190334895996
ensemble_model_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; 8; svd_trunc_diff; svdne; 1128; 376; 376; 0.6; 0.2; 0.2; [0.88053097 0.9159292  0.91150442 0.90265487 0.88839286]; 0.8324468085106383; 0.8297872340425532; 0.8946808510638298; 0.9380993897122929; 0.9539007092198581; 0.9370567375886525; 0.8436724565756824; 0.9392265193370166; 0.836279926335175; 0.8497652582159624; 0.9282051282051282; 0.8259810171412382; 0.8997975708502025; 0.9457446808510638; 0.8946808510638298
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.876 0.852 0.876 0.856 0.832]; 0.8701923076923077; 0.8605769230769231; 0.9073006724303554; 0.9353551476456504; 0.9376; 0.9351999999999999; 0.8820960698689957; 0.9619047619047619; 0.8693018955154879; 0.8733624454148472; 0.9569377990430622; 0.860111411598826; 0.9110189027201476; 0.946360153256705; 0.9071877837574469
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; 10; svd_trunc_diff; svd; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.85197368 0.88486842 0.84868421 0.8807947  0.82781457]; 0.8744186046511628; 0.872093023255814; 0.8783670033670034; 0.8887515451174288; 0.9485488126649076; 0.8812664907651715; 0.8846153846153846; 0.9366515837104072; 0.8726320119508975; 0.8758465011286682; 0.9282296650717703; 0.873617094979324; 0.88572558323448; 0.9427609427609428; 0.8783670033670035
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; 10; svd_trunc_diff; svd; 1586; 528; 528; 0.6003028009084027; 0.19984859954579864; 0.19984859954579864; [0.87735849 0.85849057 0.86163522 0.89556962 0.85126582]; 0.8810126582278481; 0.8481012658227848; 0.9377104377104377; 0.974197608558842; 0.9760403530895334; 0.9741488020176545; 0.8797953964194373; 0.8865979381443299; 0.8811099143457968; 0.844559585492228; 0.8109452736318408; 0.8487716058880853; 0.937447168216399; 0.9335016835016835; 0.9377104377104377
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 1338; 446; 446; 0.6; 0.2; 0.2; [0.87313433 0.88059701 0.85074627 0.84328358 0.86466165]; 0.8632286995515696; 0.8654708520179372; 0.9026905829596412; 0.9298245614035088; 0.9506726457399103; 0.9282511210762331; 0.8721174004192872; 0.9162995594713657; 0.8622593687767788; 0.8695652173913043; 0.9009009009009009; 0.8656290218790219; 0.9058568329718004; 0.9338103756708408; 0.9026066266843413
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; 10; svd_trunc_diff; svdn; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.53040541 0.51013514 0.55067568 0.57432432 0.56081081]; 0.5; 0.45982142857142855; 0.8034511784511784; 0.9993238674780256; 0.9986486486486487; 0.9993243243243244; 0.504424778761062; 0.5205479452054794; 0.5004486450918226; 0.46929824561403505; 0.4672489082969432; 0.45965185140874554; 0.8043569333891913; 0.8080808080808081; 0.8034511784511784
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; 10; svd_trunc_diff; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.55704698 0.54026846 0.52364865 0.51013514 0.45945946]; 0.5291479820627802; 0.4977578475336323; 0.8173400673400674; 1.0; 1.0; 1.0; 0.5270270270270271; 0.5294117647058824; 0.5291503267973856; 0.5066079295154186; 0.5111111111111111; 0.49763700351935636; 0.8178001679261125; 0.8198653198653199; 0.8173400673400674
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.53773585 0.53164557 0.5        0.49367089 0.5       ]; 0.5365239294710328; 0.5440806045340051; 0.8413299663299664; 0.9923954372623575; 0.9898862199747156; 0.9924146649810367; 0.518324607329843; 0.49748743718592964; 0.5366225064717527; 0.527415143603133; 0.51010101010101; 0.5439952286685954; 0.8390951771233461; 0.8274410774410774; 0.8413299663299663
svm_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; 10; svd_trunc_diff; svdne; 1374; 458; 458; 0.6; 0.2; 0.2; [0.82608696 0.84057971 0.86861314 0.87226277 0.83576642]; 0.8973799126637555; 0.8777292576419214; 0.8663755458515284; 0.862930452397029; 0.9301310043668122; 0.8522561863173216; 0.9014675052410901; 0.9267241379310345; 0.896990387549588; 0.8808510638297872; 0.915929203539823; 0.8782232224595665; 0.8739703459637562; 0.9266375545851528; 0.8663755458515283
ensemble_model_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; 10; svd_trunc_diff; svdne; 1372; 457; 457; 0.600174978127734; 0.199912510936133; 0.199912510936133; [0.85507246 0.86861314 0.84306569 0.87226277 0.83576642]; 0.87527352297593; 0.8730853391684902; 0.8976377952755905; 0.9186602870813397; 0.9795918367346939; 0.9132653061224489; 0.8747252747252747; 0.8504273504273504; 0.8758863209535857; 0.8681818181818183; 0.8268398268398268; 0.8735969045703559; 0.9007633587786259; 0.9226759339704604; 0.8974613150028514
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.87741935 0.86774194 0.89032258 0.87337662 0.87337662]; 0.8289156626506025; 0.8168674698795181; 0.9015151515151515; 0.9446212603437301; 0.9598965071151359; 0.94372574385511; 0.8411633109619688; 0.8663594470046083; 0.8271191174416981; 0.8190476190476191; 0.8686868686868687; 0.819136061071545; 0.9040196882690731; 0.9276094276094277; 0.9015151515151516
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; 12; svd_trunc_diff; svd; 1686; 562; 562; 0.6; 0.2; 0.2; [0.8964497  0.83727811 0.85502959 0.85416667 0.86011905]; 0.8579710144927536; 0.8724637681159421; 0.8733164983164983; 0.8807339449541284; 0.9110320284697508; 0.8766310794780545; 0.855457227138643; 0.8841463414634146; 0.8592002425549118; 0.8829787234042553; 0.9171270718232044; 0.8701489017652608; 0.8775925172834486; 0.9082491582491582; 0.8733164983164983
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; 12; svd_trunc_diff; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.85054348 0.86141304 0.84699454 0.89344262 0.86885246]; 0.8745387453874539; 0.8634686346863468; 0.8952020202020202; 0.9059196617336152; 0.9345692475463467; 0.9029443838604143; 0.8768115942028986; 0.8642857142857143; 0.8748909487459106; 0.8654545454545455; 0.9083969465648855; 0.8649127589967284; 0.8980761358984856; 0.9234006734006734; 0.8952020202020202
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svd; 32; 134; 166; zones; svd_trunc_diff; svd; 1888; 629; 629; 0.600127145581691; 0.19993642720915447; 0.19993642720915447; [0.8968254  0.85449735 0.85978836 0.85449735 0.8643617 ]; 0.8647540983606558; 0.8483606557377049; 0.906986531986532; 0.9212310902451747; 0.9353813559322034; 0.920021186440678; 0.8674698795180722; 0.8925619834710744; 0.8649801787274072; 0.8537549407114625; 0.8780487804878049; 0.8481152993348114; 0.9086399338569657; 0.9250841750841751; 0.906986531986532
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; 12; svd_trunc_diff; svdn; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.51453488 0.57309942 0.56432749 0.51461988 0.54093567]; 0.4578313253012048; 0.4819277108433735; 0.539983164983165; 0.597938144329897; 0.6436915887850467; 0.5671728971962617; 0.45121951219512196; 0.4277456647398844; 0.4591558512378667; 0.4379084967320262; 0.42138364779874216; 0.47947795106700114; 0.5587404117884537; 0.5824915824915825; 0.539983164983165
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; 12; svd_trunc_diff; svdn; 1906; 635; 635; 0.6001259445843828; 0.19993702770780855; 0.19993702770780855; [0.51308901 0.56806283 0.57853403 0.55       0.57631579]; 0.502127659574468; 0.502127659574468; 0.9015151515151515; 1.0; 1.0; 1.0; 0.5104602510460251; 0.5350877192982456; 0.5030810497317675; 0.5338645418326692; 0.5537190082644629; 0.5005437146585472; 0.9023372287145242; 0.9099326599326599; 0.9015151515151516
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdn; 32; 134; 166; zones; svd_trunc_diff; svdn; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.54597701 0.5867052  0.53468208 0.50289017 0.54046243]; 0.4751552795031056; 0.4813664596273292; 0.843013468013468; 0.978625072212594; 0.9780600461893765; 0.9786374133949192; 0.47678018575851394; 0.4723926380368098; 0.4751900297102288; 0.4630225080385852; 0.4528301886792453; 0.48101632133348765; 0.8422832980972517; 0.8383838383838383; 0.843013468013468
svm_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; 12; svd_trunc_diff; svdne; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.86141304 0.86956522 0.88315217 0.86956522 0.83606557]; 0.8550185873605948; 0.8587360594795539; 0.8893097643097643; 0.9016913319238901; 0.9281828073993471; 0.8988030467899891; 0.8753993610223642; 0.958041958041958; 0.848068598068598; 0.8642857142857142; 0.9603174603174603; 0.8647741147741148; 0.8941649899396379; 0.9351851851851852; 0.8893097643097643
ensemble_model_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; 12; svd_trunc_diff; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.87570621 0.8559322  0.88068182 0.85511364 0.90340909]; 0.8366013071895425; 0.8790849673202614; 0.8846801346801347; 0.896969696969697; 0.9229024943310657; 0.8939909297052154; 0.8529411764705883; 0.9235668789808917; 0.8342666609669559; 0.8810289389067525; 0.9194630872483222; 0.8801137092292567; 0.888888888888889; 0.9225589225589226; 0.8846801346801346
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_trunc_diff_svdne; 32; 134; 166; zones; svd_trunc_diff; svdne; 1812; 604; 604; 0.6; 0.2; 0.2; [0.85164835 0.8480663  0.82872928 0.83149171 0.85082873]; 0.9432624113475178; 0.925531914893617; 0.9154040404040404; 0.9120171673819741; 0.9381898454746137; 0.9094922737306844; 0.9440559440559441; 0.9440559440559441; 0.9432509936107059; 0.9257950530035336; 0.9424460431654677; 0.9257684761281884; 0.9173859432799014; 0.9393939393939394; 0.9154040404040404
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; 4; svd_trunc_diff; svd; 716; 238; 238; 0.6006711409395973; 0.19966442953020133; 0.19966442953020133; [0.76388889 0.63194444 0.6875     0.66901408 0.76760563]; 0.7436974789915967; 0.7647058823529411; 0.7281879194630873; 0.6820276497695852; 0.6201117318435754; 0.7108938547486033; 0.6995073891625615; 0.71; 0.7390579710144928; 0.7522123893805309; 0.7589285714285714; 0.7643849206349207; 0.7000000000000001; 0.6631578947368421; 0.7254696226095785
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; 4; svd_trunc_diff; svd; 618; 206; 206; 0.6; 0.2; 0.2; [0.76612903 0.75806452 0.76612903 0.78225806 0.76229508]; 0.7233009708737864; 0.7038834951456311; 0.8155339805825242; 0.8795986622073578; 0.8511326860841424; 0.883495145631068; 0.7348837209302326; 0.6810344827586207; 0.7294061302681991; 0.6702702702702702; 0.6595744680851063; 0.7003229483282675; 0.809619238476954; 0.7784200385356455; 0.8158245006768245
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 576; 192; 192; 0.6; 0.2; 0.2; [0.71551724 0.73275862 0.73275862 0.6754386  0.71929825]; 0.6458333333333334; 0.7135416666666666; 0.7791666666666667; 0.8390596745027125; 0.8055555555555556; 0.845486111111111; 0.6382978723404256; 0.6060606060606061; 0.6471163245356795; 0.6961325966850829; 0.6847826086956522; 0.7123913043478262; 0.7700650759219089; 0.7411273486430062; 0.7790875828454116
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; 4; svd_trunc_diff; svdn; 570; 190; 190; 0.6; 0.2; 0.2; [0.49122807 0.39473684 0.52631579 0.49122807 0.51754386]; 0.49473684210526314; 0.5157894736842106; 0.5305263157894737; 0.683046683046683; 0.9754385964912281; 0.5473684210526316; 0.6619718309859155; 0.9894736842105263; 0.49473684210526314; 0.6783216783216783; 1.0; 0.5053763440860215; 0.6777456647398845; 0.9832285115303984; 0.5286121416002943
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; 4; svd_trunc_diff; svdn; 594; 198; 198; 0.6; 0.2; 0.2; [0.54166667 0.45833333 0.41525424 0.44067797 0.46610169]; 0.5; 0.48484848484848486; 0.7535353535353535; 0.9219600725952813; 0.8552188552188552; 0.9276094276094276; 0.41420118343195267; 0.330188679245283; 0.5129204265791633; 0.38554216867469876; 0.32989690721649484; 0.4817801367765642; 0.7246049661399548; 0.642; 0.754673469387755
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 552; 184; 184; 0.6; 0.2; 0.2; [0.57142857 0.54545455 0.56363636 0.50909091 0.49090909]; 0.5652173913043478; 0.4891304347826087; 0.7717391304347826; 0.9372822299651568; 0.9746376811594203; 0.9347826086956521; 0.5454545454545454; 0.5454545454545454; 0.5643939393939393; 0.5154639175257731; 0.49504950495049505; 0.48848860789693427; 0.777542372881356; 0.789247311827957; 0.7715467328370554
svm_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; 4; svd_trunc_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.70491803 0.73333333 0.775      0.70833333 0.68333333]; 0.72; 0.705; 0.7435129740518962; 0.7436823104693141; 0.6843853820598007; 0.7641196013289037; 0.7052631578947368; 0.6146788990825688; 0.7304163726182076; 0.6703910614525139; 0.594059405940594; 0.7061206120612061; 0.7215601300108342; 0.6516634050880626; 0.7453836373709153
ensemble_model_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; 4; svd_trunc_diff; svdne; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.77777778 0.77777778 0.78703704 0.67592593 0.71698113]; 0.7206703910614525; 0.7821229050279329; 0.8046875; 0.8286852589641436; 0.7732342007434945; 0.8401486988847584; 0.7191011235955057; 0.8205128205128205; 0.7320385884742321; 0.8059701492537314; 0.7941176470588235; 0.7801757066462949; 0.8013620885357549; 0.7861915367483296; 0.8047288779938515
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.73636364 0.77272727 0.71818182 0.72727273 0.66363636]; 0.7431693989071039; 0.6885245901639344; 0.7980349344978166; 0.8519195612431444; 0.8472727272727273; 0.8527272727272727; 0.745945945945946; 0.6831683168316832; 0.7501207437816955; 0.6815642458100559; 0.6853932584269663; 0.6884413100645469; 0.7969264544456641; 0.7806451612903226; 0.7983048422859594
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; 6; svd_trunc_diff; svd; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.77586207 0.73563218 0.74137931 0.74712644 0.66860465]; 0.7058823529411765; 0.7231833910034602; 0.7268326417704011; 0.7404063205417606; 0.7557603686635944; 0.7350230414746544; 0.6718146718146718; 0.6850393700787402; 0.7036307961504812; 0.6747967479674797; 0.664; 0.7161463414634148; 0.7160316319194824; 0.7259475218658892; 0.7267895504066288
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; 6; svd_trunc_diff; svd; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.72777778 0.77222222 0.70555556 0.69444444 0.7247191 ]; 0.745819397993311; 0.7391304347826086; 0.8088235294117647; 0.8526785714285715; 0.8507795100222717; 0.8530066815144767; 0.6984126984126984; 0.6153846153846154; 0.7403846153846154; 0.7194244604316548; 0.6711409395973155; 0.738903803131991; 0.7994389901823281; 0.7692307692307693; 0.8084564442180335
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.69892473 0.71505376 0.74193548 0.75268817 0.70108696]; 0.7443365695792881; 0.7249190938511327; 0.8091849935316947; 0.8583783783783784; 0.8556034482758621; 0.8588362068965516; 0.7322033898305085; 0.7297297297297297; 0.7437468524425047; 0.6909090909090909; 0.6785714285714286; 0.7209425190194422; 0.802675585284281; 0.7978723404255319; 0.8088857923790128
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; 6; svd_trunc_diff; svdn; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.50581395 0.5        0.52941176 0.53529412 0.58823529]; 0.5105633802816901; 0.4788732394366197; 0.5295358649789029; 0.5408653846153846; 0.5269320843091335; 0.5526932084309133; 0.4633204633204633; 0.45112781954887216; 0.5070208634168202; 0.475177304964539; 0.44966442953020136; 0.4803877703206562; 0.5127458120903131; 0.49647390691114246; 0.5294431245635657
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; 6; svd_trunc_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.43529412 0.48823529 0.47058824 0.42941176 0.39285714]; 0.4858156028368794; 0.5354609929078015; 0.7464589235127479; 0.8929503916449086; 0.8066037735849056; 0.9033018867924528; 0.37768240343347637; 0.32592592592592595; 0.4792894935752079; 0.4177777777777778; 0.373015873015873; 0.5198412698412699; 0.7075163398692811; 0.6321167883211679; 0.7431560557836926
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.50574713 0.49418605 0.55813953 0.56395349 0.50581395]; 0.5156794425087108; 0.5156794425087108; 0.7750696378830083; 0.9499443826473859; 0.9907192575406032; 0.9477958236658933; 0.5412541254125411; 0.5734265734265734; 0.5158799533799534; 0.5472312703583062; 0.5915492957746479; 0.5164643030597378; 0.7859509609012592; 0.8282122905027933; 0.7752172563625078
svm_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; 6; svd_trunc_diff; svdne; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.71578947 0.76842105 0.72631579 0.76842105 0.72631579]; 0.6867088607594937; 0.740506329113924; 0.7307206068268015; 0.7385272145144077; 0.728421052631579; 0.7421052631578948; 0.7044776119402986; 0.7375; 0.6860576923076923; 0.7469135802469136; 0.7806451612903226; 0.7412542576637948; 0.7330827067669172; 0.740506329113924; 0.73073296253676
ensemble_model_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; 6; svd_trunc_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.7606383  0.77659574 0.77659574 0.74193548 0.7688172 ]; 0.6955128205128205; 0.7403846153846154; 0.8025641025641026; 0.8506787330316742; 0.8034188034188035; 0.858974358974359; 0.6925566343042072; 0.7278911564625851; 0.6972789115646261; 0.7235494880546075; 0.726027397260274; 0.7395197227265226; 0.7927321668909826; 0.7739816031537451; 0.8018844185981492
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.75       0.70224719 0.78089888 0.73595506 0.69662921]; 0.7407407407407407; 0.7744107744107744; 0.8061911170928667; 0.8337182448036952; 0.8094170403587444; 0.8385650224215246; 0.717948717948718; 0.6405228758169934; 0.7438725490196078; 0.780327868852459; 0.7531645569620253; 0.775862854020581; 0.8005540166204985; 0.7635402906208718; 0.8070102001801204
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; 8; svd_trunc_diff; svd; 1104; 368; 368; 0.6; 0.2; 0.2; [0.7027027  0.73423423 0.67727273 0.76818182 0.76818182]; 0.7663043478260869; 0.7065217391304348; 0.7358695652173913; 0.7176015473887816; 0.6721014492753623; 0.7355072463768115; 0.7455621301775147; 0.7325581395348837; 0.7642382534409112; 0.6983240223463687; 0.6476683937823834; 0.7095484826054774; 0.7190751445086705; 0.678298800436205; 0.7356824446384709
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; 8; svd_trunc_diff; svd; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.68468468 0.72727273 0.75909091 0.74090909 0.75      ]; 0.7220708446866485; 0.7547683923705722; 0.7995642701525054; 0.837037037037037; 0.8203266787658802; 0.8402903811252269; 0.7150837988826815; 0.6666666666666666; 0.7247619047619047; 0.7305389221556886; 0.6455026455026455; 0.7581445811782891; 0.7923250564334086; 0.7532188841201717; 0.8002820084317673
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.78740157 0.75793651 0.76587302 0.77380952 0.77777778]; 0.6880952380952381; 0.7261904761904762; 0.8058991436726927; 0.8689320388349514; 0.8510301109350238; 0.8716323296354992; 0.6449864498644987; 0.5639810426540285; 0.6886890859203156; 0.7088607594936709; 0.6451612903225806; 0.7289845860479898; 0.796; 0.7516525023607177; 0.806315225293494
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; 8; svd_trunc_diff; svdn; 1134; 378; 378; 0.6; 0.2; 0.2; [0.50877193 0.5        0.52654867 0.55309735 0.51769912]; 0.4708994708994709; 0.5132275132275133; 0.5137566137566137; 0.4948064211520302; 0.4620811287477954; 0.5282186948853616; 0.408284023668639; 0.3689839572192513; 0.4698322927457513; 0.44242424242424244; 0.40555555555555556; 0.5083333333333333; 0.4678633468442386; 0.43254817987152033; 0.5128222070905719
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; 8; svd_trunc_diff; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.508      0.488      0.488      0.524      0.55241935]; 0.45913461538461536; 0.49278846153846156; 0.7153846153846154; 0.8576642335766423; 0.7532051282051282; 0.875; 0.42159383033419023; 0.38497652582159625; 0.46096116931473896; 0.48661800486618007; 0.4807692307692308; 0.49278846153846156; 0.6877637130801688; 0.6239234449760765; 0.7158264567875551
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.51293103 0.47413793 0.53448276 0.5        0.52586207]; 0.5129533678756477; 0.5751295336787565; 0.7831262939958592; 0.9443983402489627; 0.9810344827586207; 0.9422413793103449; 0.5078534031413612; 0.5243243243243243; 0.5134059432566895; 0.5751295336787565; 0.5842105263157895; 0.5752685284640172; 0.7876330461226558; 0.8136125654450261; 0.7834695375843349
svm_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; 8; svd_trunc_diff; svdne; 1120; 373; 373; 0.6002143622722401; 0.19989281886387997; 0.19989281886387997; [0.70982143 0.74107143 0.76785714 0.74553571 0.79464286]; 0.7292225201072386; 0.7479892761394102; 0.7459807073954984; 0.7340324118207817; 0.6875; 0.750892857142857; 0.6853582554517134; 0.6470588235294118; 0.722544190089829; 0.7329545454545454; 0.6354679802955665; 0.7589104607360185; 0.724738675958188; 0.6688102893890675; 0.7459807073954984
ensemble_model_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; 8; svd_trunc_diff; svdne; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.75819672 0.76639344 0.79918033 0.71487603 0.77272727]; 0.7086419753086419; 0.725925925925926; 0.8005923000987167; 0.8487467588591184; 0.8075657894736842; 0.8560855263157894; 0.6989795918367346; 0.6954314720812182; 0.7082926591175321; 0.7286063569682151; 0.745; 0.7261585365853659; 0.7936670071501531; 0.7731343283582089; 0.8003771543847851
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 1188; 396; 396; 0.6; 0.2; 0.2; [0.73109244 0.71008403 0.71008403 0.72268908 0.69915254]; 0.702020202020202; 0.6868686868686869; 0.7893939393939394; 0.8513169073916736; 0.8434343434343434; 0.8526936026936027; 0.6827956989247311; 0.6414141414141414; 0.7020202020202021; 0.6555555555555556; 0.6113989637305699; 0.685009826692871; 0.781561026715558; 0.7573604060913706; 0.7892329668647806
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; 10; svd_trunc_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.71428571 0.7414966  0.72108844 0.71088435 0.7755102 ]; 0.7527593818984547; 0.7483443708609272; 0.7407407407407407; 0.7132352941176471; 0.6598639455782312; 0.7346938775510203; 0.72; 0.64; 0.7520175438596493; 0.7397260273972601; 0.7105263157894737; 0.7485964912280701; 0.7197452229299364; 0.6658249158249159; 0.7407407407407408
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; 10; svd_trunc_diff; svd; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.76948052 0.75       0.81699346 0.7875817  0.80065359]; 0.665083135391924; 0.6912114014251781; 0.7937710437710438; 0.8542914171656687; 0.8370273794002607; 0.8572359843546284; 0.6666666666666667; 0.6650943396226415; 0.6650830549787848; 0.6889952153110048; 0.6889952153110048; 0.6911957208630497; 0.7909556313993172; 0.7803030303030303; 0.7937710437710438
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 1458; 486; 486; 0.6; 0.2; 0.2; [0.73972603 0.76027397 0.78424658 0.72945205 0.75862069]; 0.7124183006535948; 0.7342047930283224; 0.8055555555555556; 0.8520625889046942; 0.821673525377229; 0.8573388203017833; 0.7317073170731708; 0.782608695652174; 0.7122650465160434; 0.75; 0.7991266375545851; 0.7343459274729448; 0.8063704945515507; 0.8097643097643098; 0.8055555555555555
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; 10; svd_trunc_diff; svdn; 1416; 472; 472; 0.6; 0.2; 0.2; [0.51760563 0.5        0.5        0.4751773  0.5141844 ]; 0.5127118644067796; 0.4936440677966102; 0.5122881355932203; 0.532235939643347; 0.5480225988700564; 0.518361581920904; 0.481981981981982; 0.4385245901639344; 0.5153149266609145; 0.45558086560364464; 0.4366812227074236; 0.49200316279404105; 0.5083297736010252; 0.5038103302286198; 0.5122953262678298
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; 10; svd_trunc_diff; svdn; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.53741497 0.44897959 0.47278912 0.52739726 0.51712329]; 0.5142857142857142; 0.48131868131868133; 0.7302188552188552; 0.8884848484848485; 1.0; 0.8744884038199181; 0.54989816700611; 0.574468085106383; 0.5122340425531915; 0.5183673469387754; 0.5772727272727273; 0.48438104448742747; 0.7563664006081339; 0.8375420875420876; 0.7302188552188551
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.52013423 0.54026846 0.55704698 0.52702703 0.52702703]; 0.5348314606741573; 0.5348314606741573; 0.7937710437710438; 0.9507772020725389; 0.9878869448183042; 0.9488559892328398; 0.5529157667386609; 0.6037735849056604; 0.537938294598753; 0.591715976331361; 0.6437768240343348; 0.5294355818284882; 0.8050914876690534; 0.8518518518518519; 0.7937710437710438
svm_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; 10; svd_trunc_diff; svdne; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.73287671 0.79794521 0.77586207 0.7        0.73103448]; 0.6941431670281996; 0.7288503253796096; 0.7352693602693603; 0.7480916030534351; 0.7414030261348006; 0.750343878954608; 0.6483790523690773; 0.5777777777777777; 0.6914312617702447; 0.7099767981438514; 0.6483050847457628; 0.730819209039548; 0.7232732072151342; 0.6919191919191919; 0.7352693602693604
ensemble_model_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; 10; svd_trunc_diff; svdne; 1516; 505; 505; 0.6001583531274742; 0.19992082343626286; 0.19992082343626286; [0.71710526 0.74342105 0.79934211 0.82450331 0.74834437]; 0.7418604651162791; 0.713953488372093; 0.803030303030303; 0.8414634146341463; 0.8192612137203166; 0.8456464379947229; 0.7272727272727273; 0.6324786324786325; 0.7524638060352346; 0.6328358208955224; 0.5408163265306123; 0.6998953427524857; 0.7889990982867449; 0.7365319865319865; 0.8030303030303031
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [0.75477707 0.69230769 0.7275641  0.71794872 0.73076923]; 0.7862407862407862; 0.7199017199017199; 0.8211279461279462; 0.8514588859416445; 0.8220230473751601; 0.8565941101152369; 0.7492795389048992; 0.6701030927835051; 0.781060936063114; 0.6902173913043478; 0.596244131455399; 0.7259571172740914; 0.808816914080072; 0.7567340067340067; 0.821127946127946
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; 12; svd_trunc_diff; svd; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.75428571 0.71428571 0.73142857 0.78285714 0.75142857]; 0.7539936102236422; 0.6964856230031949; 0.7453703703703703; 0.7405632115038946; 0.7062857142857143; 0.7525714285714287; 0.7116104868913858; 0.6643356643356644; 0.7468737145207733; 0.6885245901639345; 0.6176470588235294; 0.7039284245166599; 0.7300312360553324; 0.6885521885521886; 0.7453703703703703
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; 12; svd_trunc_diff; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.72701149 0.72701149 0.68965517 0.72254335 0.71676301]; 0.753125; 0.815625; 0.8316498316498316; 0.8466042154566745; 0.8329493087557603; 0.8490783410138248; 0.734006734006734; 0.6449704142011834; 0.7595712998158235; 0.7870036101083033; 0.7218543046357616; 0.810631294329715; 0.824715162138475; 0.7920875420875421; 0.8316498316498316
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svd; 32; 168; 200; zones; svd_trunc_diff; svd; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.70391061 0.70111732 0.72905028 0.70224719 0.73876404]; 0.7254237288135593; 0.7491525423728813; 0.8194444444444444; 0.844494892167991; 0.8331466965285554; 0.8465845464725644; 0.7177700348432056; 0.6959459459459459; 0.7255239933811362; 0.7318840579710144; 0.6870748299319728; 0.7489428203713918; 0.8154838709677419; 0.797979797979798; 0.8194444444444445
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; 12; svd_trunc_diff; svdn; 1852; 617; 617; 0.6001296176279974; 0.1999351911860013; 0.1999351911860013; [0.48655914 0.51621622 0.5        0.5        0.49189189]; 0.5381679389312977; 0.5038167938931297; 0.5126262626262627; 0.5856555504796711; 0.6922246220302376; 0.5102591792656588; 0.6206896551724137; 0.7388059701492538; 0.5334654850746269; 0.5666666666666667; 0.6640625; 0.5074043843283582; 0.5876068376068376; 0.6944444444444444; 0.5126262626262627
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; 12; svd_trunc_diff; svdn; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.48648649 0.51081081 0.5        0.54076087 0.46467391]; 0.4867924528301887; 0.5207547169811321; 0.8034511784511784; 0.9004878048780488; 1.0; 0.8894907908992415; 0.5072463768115942; 0.5426356589147286; 0.4882295941632467; 0.5665529010238908; 0.6102941176470589; 0.5183253533971728; 0.8216876670484917; 0.9057239057239057; 0.8034511784511784
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdn; 32; 168; 200; zones; svd_trunc_diff; svdn; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.54775281 0.56214689 0.52542373 0.52824859 0.50564972]; 0.48013245033112584; 0.5231788079470199; 0.8362794612794613; 0.9524838012958963; 0.9954853273137697; 0.9503386004514672; 0.4749163879598662; 0.46710526315789475; 0.480219298245614; 0.4929577464788732; 0.4666666666666667; 0.5228070175438597; 0.8402464065708419; 0.8611111111111112; 0.8362794612794613
svm_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; 12; svd_trunc_diff; svdne; 1722; 574; 574; 0.6; 0.2; 0.2; [0.75144509 0.72093023 0.73837209 0.73837209 0.80523256]; 0.7553516819571865; 0.72782874617737; 0.75; 0.7381392483056068; 0.6957026713124274; 0.7531939605110336; 0.7241379310344828; 0.6325301204819277; 0.7572588490608396; 0.6920415224913495; 0.6211180124223602; 0.7262216568135896; 0.7302452316076294; 0.6767676767676768; 0.7500000000000001
ensemble_model_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; 12; svd_trunc_diff; svdne; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.74731183 0.75       0.72580645 0.72311828 0.73513514]; 0.7181467181467182; 0.7567567567567568; 0.805976430976431; 0.8207391064533921; 0.8008611410118407; 0.8250807319698601; 0.7203065134099618; 0.6861313868613139; 0.7201148737585258; 0.749003984063745; 0.7704918032786885; 0.757508675361972; 0.8017204301075268; 0.7845117845117845; 0.805976430976431
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_trunc_diff_svdne; 32; 168; 200; zones; svd_trunc_diff; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.71910112 0.74157303 0.76685393 0.74719101 0.73595506]; 0.7046979865771812; 0.7315436241610739; 0.8198653198653199; 0.8484848484848485; 0.8179775280898877; 0.853932584269663; 0.7086092715231788; 0.6948051948051948; 0.7050414862914862; 0.727891156462585; 0.7430555555555556; 0.7319173881673882; 0.8148788927335641; 0.7929292929292929; 0.8198653198653197
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; 4; ipca_diff; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.99180328 0.99180328 1.         0.96666667 1.        ]; 0.6865671641791045; 0.6467661691542289; 0.8658051689860835; 0.9983416252072967; 0.9966887417218543; 0.9983443708609272; 0.7657992565055762; 0.865546218487395; 0.6461877433900389; 0.70042194092827; 0.8556701030927835; 0.6537965900079301; 0.8782687105500452; 0.9401544401544402; 0.8635198430280397
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; 4; ipca_diff; svd; 666; 222; 222; 0.6; 0.2; 0.2; [1.         1.         0.99253731 0.99242424 1.        ]; 0.6576576576576577; 0.6351351351351351; 0.8585585585585586; 1.0; 1.0; 1.0; 0.7142857142857142; 0.8962264150943396; 0.6679407937540665; 0.707581227436823; 0.8828828828828829; 0.6351351351351351; 0.8701406120760959; 0.9563636363636364; 0.8594318181818182
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.98305085 0.99152542 1.         0.98305085 1.        ]; 0.7653061224489796; 0.7653061224489796; 0.9063136456211812; 1.0; 1.0; 1.0; 0.7889908256880733; 0.8865979381443299; 0.7665312923044881; 0.7946428571428571; 0.89; 0.7627083333333334; 0.9108527131782945; 0.9552845528455285; 0.906213704994193
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; 4; ipca_diff; svdn; 588; 196; 196; 0.6; 0.2; 0.2; [0.99152542 1.         0.98305085 0.99152542 0.95689655]; 0.44387755102040816; 0.5102040816326531; 0.7908163265306123; 1.0; 1.0; 1.0; 0.6093189964157706; 0.9444444444444444; 0.48165618448637315; 0.673469387755102; 0.9519230769230769; 0.4813963210702341; 0.8234280792420329; 0.9795081967213115; 0.7915833666533387
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; 4; ipca_diff; svdn; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.95081967 0.90983607 0.90163934 0.90983607 0.88333333]; 0.5247524752475248; 0.5099009900990099; 0.8073122529644269; 1.0; 1.0; 1.0; 0.6619718309859155; 0.912621359223301; 0.5169167402177111; 0.6147859922178988; 0.8777777777777778; 0.5460317460317461; 0.8302872062663186; 0.959758551307847; 0.8099763630325643
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.890625   0.9375     0.93650794 0.92063492 0.92063492]; 0.43601895734597157; 0.46445497630331756; 0.7774621212121212; 0.9952904238618524; 1.0; 0.9952681388012617; 0.5543071161048689; 0.7254901960784313; 0.4453139053786652; 0.5799256505576208; 0.7572815533980582; 0.47123336929162174; 0.7996589940323956; 0.8984674329501916; 0.7788217314563692
svm_model_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; 4; ipca_diff; svdne; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [1.         0.98360656 1.         1.         1.        ]; 0.729064039408867; 0.6945812807881774; 0.8838582677165354; 0.9983633387888707; 1.0; 0.9983606557377049; 0.761904761904762; 0.822429906542056; 0.723714953271028; 0.7047619047619046; 0.8705882352941177; 0.7191924227318046; 0.8878326996197717; 0.9396378269617707; 0.8850404934423497
ensemble_model_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; 4; ipca_diff; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [1.         1.         1.         0.98387097 1.        ]; 0.7378640776699029; 0.7038834951456311; 0.8885658914728682; 1.0; 1.0; 1.0; 0.7452830188679246; 0.797979797979798; 0.7401113943170018; 0.71889400921659; 0.7572815533980582; 0.7038834951456311; 0.890371782650143; 0.912109375; 0.8887469951923077
ensemble_model_v2_N32_B0_E32_nb_zones_4_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [1.         0.99206349 1.         0.99206349 1.        ]; 0.7559808612440191; 0.7942583732057417; 0.9101338432122371; 1.0; 1.0; 1.0; 0.8015564202334631; 0.9626168224299065; 0.7509162543522082; 0.8170212765957447; 0.9056603773584906; 0.7926360139219637; 0.9160714285714286; 0.9734345351043643; 0.9096459766080589
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; 6; ipca_diff; svd; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.99537037 0.99537037 1.         1.         0.9953271 ]; 0.5502793296089385; 0.5558659217877095; 0.8214285714285714; 1.0; 1.0; 1.0; 0.6786427145708582; 0.9883720930232558; 0.5667666916729183; 0.7005649717514124; 0.9789473684210527; 0.5281641604010024; 0.8481973434535104; 0.9933333333333333; 0.8206576980568012
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; 6; ipca_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.99444444 0.98876404 1.         0.99438202 0.98314607]; 0.6296296296296297; 0.632996632996633; 0.8526244952893675; 1.0; 1.0; 1.0; 0.712041884816754; 0.9784172661870504; 0.6506010381568164; 0.7154046997389034; 0.9256756756756757; 0.6339787774351533; 0.867833433916717; 0.9809004092769441; 0.8543280266836247
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [1.         0.98850575 1.         0.99425287 1.        ]; 0.7137931034482758; 0.7379310344827587; 0.890495867768595; 1.0; 1.0; 1.0; 0.7635327635327637; 0.8993288590604027; 0.7085296777571517; 0.7738095238095238; 0.9027777777777778; 0.7390601217656012; 0.8980115458627326; 0.9602194787379973; 0.8902065581795103
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; 6; ipca_diff; svdn; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.96276596 0.95212766 0.93010753 0.9516129  0.96774194]; 0.44694533762057875; 0.4662379421221865; 0.7827763496143959; 1.0; 1.0; 1.0; 0.6126126126126126; 0.8292682926829268; 0.42483822797411647; 0.613953488372093; 0.8516129032258064; 0.46747311827956983; 0.8130530973451326; 0.9351145038167938; 0.7811936155447605
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; 6; ipca_diff; svdn; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [0.88953488 0.90697674 0.88953488 0.89534884 0.88953488]; 0.5454545454545454; 0.486013986013986; 0.7960893854748603; 0.9828178694158075; 0.9976744186046511; 0.9825581395348837; 0.6505376344086021; 0.8013245033112583; 0.5302918812852587; 0.6037735849056605; 0.7777777777777778; 0.4839593114241001; 0.8193069306930693; 0.9131034482758621; 0.7945998146612692
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.89673913 0.91304348 0.90217391 0.9010989  0.91758242]; 0.4885245901639344; 0.4885245901639344; 0.7870249017038008; 0.9860064585575888; 1.0; 0.9858078602620087; 0.5894736842105264; 0.7225806451612903; 0.4846236559139785; 0.559322033898305; 0.7279411764705882; 0.5118995823181343; 0.804570054119062; 0.8931909212283045; 0.7889378029564946
svm_model_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; 6; ipca_diff; svdne; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [1.         0.99411765 0.99411765 1.         1.        ]; 0.7137809187279152; 0.7455830388692579; 0.8912429378531074; 0.9988249118683901; 1.0; 0.9988235294117648; 0.7731092436974789; 0.92; 0.7006015037593984; 0.7777777777777778; 0.9264705882352942; 0.7523509403761506; 0.8994778067885117; 0.9690576652601969; 0.8909118113535026
ensemble_model_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; 6; ipca_diff; svdne; 966; 322; 322; 0.6; 0.2; 0.2; [1.         0.98969072 0.99484536 0.99479167 1.        ]; 0.7080745341614907; 0.6925465838509317; 0.8801242236024844; 1.0; 1.0; 1.0; 0.7403314917127072; 0.8758169934640523; 0.7160150056077658; 0.7480916030534353; 0.8963414634146342; 0.6886770608212411; 0.8878558977338756; 0.955; 0.8805864197530865
ensemble_model_v2_N32_B0_E32_nb_zones_6_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [1.         0.98351648 0.99444444 0.98888889 0.97222222]; 0.7674418604651163; 0.7109634551495017; 0.8957503320053121; 1.0; 1.0; 1.0; 0.7965116279069768; 0.9072847682119205; 0.7669757174392936; 0.712871287128713; 0.8852459016393442; 0.7387123362945325; 0.8987749838813669; 0.9613793103448276; 0.8981032275155636
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; 8; ipca_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [1.         1.         1.         1.         0.99159664]; 0.6262626262626263; 0.6237373737373737; 0.850151362260343; 1.0; 1.0; 1.0; 0.7279411764705883; 0.9801980198019802; 0.6189649892824334; 0.7285974499089252; 0.966183574879227; 0.6074304117782379; 0.8699080157687253; 0.9890438247011952; 0.8483051434344422
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; 8; ipca_diff; svd; 1236; 412; 412; 0.6; 0.2; 0.2; [0.99596774 0.99193548 0.97983871 0.99186992 0.9796748 ]; 0.7305825242718447; 0.720873786407767; 0.8902912621359224; 1.0; 1.0; 1.0; 0.7819253438113949; 0.9299065420560748; 0.722529028603795; 0.7628865979381444; 0.9203980099502488; 0.7256018485770199; 0.8986547085201794; 0.9699903194578896; 0.8900584508681854
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 1318; 439; 439; 0.6001821493624773; 0.1999089253187614; 0.1999089253187614; [1.         0.99242424 1.         0.99242424 1.        ]; 0.7585421412300684; 0.7835990888382688; 0.9084699453551912; 1.0; 1.0; 1.0; 0.7633928571428571; 0.7880184331797235; 0.7588740814547266; 0.7965738758029979; 0.8303571428571429; 0.7826204318936877; 0.9099865651589789; 0.9236363636363636; 0.9084422694094227
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; 8; ipca_diff; svdn; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.91735537 0.87603306 0.90909091 0.89669421 0.88842975]; 0.5136476426799007; 0.511166253101737; 0.8050595238095238; 1.0; 1.0; 1.0; 0.6245210727969349; 0.844559585492228; 0.5270416975080188; 0.6290018832391714; 0.8146341463414634; 0.5058019216555801; 0.826336721166593; 0.9322033898305084; 0.8056870848461525
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; 8; ipca_diff; svdn; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.91735537 0.91735537 0.9214876  0.90495868 0.90833333]; 0.5099502487562189; 0.4527363184079602; 0.7808151093439364; 0.9805194805194806; 1.0; 0.9801324503311258; 0.6372007366482505; 0.8439024390243902; 0.5031694936238703; 0.5817490494296578; 0.7766497461928934; 0.4590565804135199; 0.8083441981747067; 0.9244532803180915; 0.7808151093439365
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 1078; 359; 359; 0.6002227171492205; 0.19988864142538976; 0.19988864142538976; [0.93055556 0.93981481 0.93981481 0.91666667 0.92990654]; 0.5654596100278552; 0.5264623955431755; 0.8184855233853007; 1.0; 1.0; 1.0; 0.6517857142857142; 0.7849462365591398; 0.5572130026726334; 0.6136363636363636; 0.7714285714285715; 0.5324534161490684; 0.8341810783316379; 0.9111111111111111; 0.8182787698412699
svm_model_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; 8; ipca_diff; svdne; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [1.    0.996 0.996 1.    1.   ]; 0.7362110311750599; 0.7314148681055156; 0.8935762224352828; 1.0; 1.0; 1.0; 0.7745901639344263; 0.9086538461538461; 0.7366235737946265; 0.7666666666666666; 0.8761904761904762; 0.7303657694962042; 0.9; 0.9568965517241379; 0.8935154543649482
ensemble_model_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; 8; ipca_diff; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.99583333 0.99166667 0.9875     0.99166667 0.99583333]; 0.7825; 0.7775; 0.912; 1.0; 1.0; 1.0; 0.7952941176470588; 0.8125; 0.78125; 0.7954022988505747; 0.8398058252427184; 0.7755730157141426; 0.9145631067961165; 0.9289940828402367; 0.9117587047061224
ensemble_model_v2_N32_B0_E32_nb_zones_8_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [1.         1.         0.99593496 0.99593496 0.99593496]; 0.7853658536585366; 0.7463414634146341; 0.9064327485380117; 1.0; 1.0; 1.0; 0.8166666666666668; 0.8789237668161435; 0.7763602791299969; 0.7709251101321586; 0.8536585365853658; 0.7463414634146341; 0.9113573407202216; 0.9454022988505747; 0.9057368637110016
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; 10; ipca_diff; svd; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.99657534 1.         0.99655172 1.         0.99310345]; 0.7462039045553145; 0.7158351409978309; 0.8952020202020202; 0.9993117687543015; 0.9986244841815681; 0.9993122420907841; 0.7547169811320754; 0.7758620689655172; 0.746009637102846; 0.7158351409978309; 0.7205240174672489; 0.7158654570094866; 0.8958594730238393; 0.9015151515151515; 0.8952020202020201
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; 10; ipca_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.99305556 1.         0.99300699 1.         1.        ]; 0.6885593220338984; 0.7076271186440678; 0.8800505050505051; 1.0; 1.0; 1.0; 0.7407407407407407; 0.8786610878661087; 0.6861116598128827; 0.7570422535211266; 0.9227467811158798; 0.7103273654533374; 0.888975457732762; 0.9604377104377104; 0.880050505050505
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 1612; 537; 537; 0.6001489203276247; 0.19992553983618763; 0.19992553983618763; [0.99074074 0.99689441 0.99689441 0.98757764 0.99068323]; 0.7225130890052356; 0.7015706806282722; 0.9074074074074074; 1.0; 1.0; 1.0; 0.7579908675799087; 0.8512820512820513; 0.7197586726998493; 0.7397260273972602; 0.8663101604278075; 0.7049499520087755; 0.9115755627009647; 0.9545454545454546; 0.9074074074074074
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; 10; ipca_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.94178082 0.95205479 0.91780822 0.92465753 0.95205479]; 0.47161572052401746; 0.4890829694323144; 0.7866161616161617; 0.9791806581598388; 0.9986301369863013; 0.9787671232876712; 0.6322188449848024; 0.9327354260089686; 0.483388989600229; 0.6548672566371682; 0.9446808510638298; 0.47682473046465035; 0.8205309734513275; 0.9755892255892256; 0.7866161616161617
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; 10; ipca_diff; svdn; 1410; 470; 470; 0.6; 0.2; 0.2; [0.90780142 0.89716312 0.92198582 0.96453901 0.87234043]; 0.5382978723404256; 0.5127659574468085; 0.7970212765957447; 0.9784871616932685; 1.0; 0.9780141843971631; 0.6003683241252302; 0.6995708154506438; 0.539658825446841; 0.5735567970204842; 0.6581196581196581; 0.5133818629581341; 0.8107893692978976; 0.8720136518771331; 0.7972122588757482
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.93918919 0.93918919 0.91496599 0.95918367 0.92517007]; 0.5033259423503326; 0.4789356984478936; 0.8068181818181818; 1.0; 1.0; 1.0; 0.6444444444444445; 0.875; 0.4922945205479452; 0.6215780998389694; 0.8812785388127854; 0.4902082349236341; 0.831559633027523; 0.9537037037037037; 0.8068181818181818
svm_model_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; 10; ipca_diff; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [1.         0.99324324 0.99662162 0.99662162 1.        ]; 0.7366071428571429; 0.7165178571428571; 0.8964646464646465; 0.9993247805536799; 1.0; 0.9993243243243244; 0.7561983471074379; 0.8511627906976744; 0.7410320391256612; 0.7524366471734892; 0.8283261802575107; 0.7118375087334066; 0.9007263922518159; 0.9393939393939394; 0.8964646464646465
ensemble_model_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; 10; ipca_diff; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.99324324 0.99662162 0.99324324 0.99662162 1.        ]; 0.7254464285714286; 0.7767857142857143; 0.9061447811447811; 1.0; 1.0; 1.0; 0.7377398720682303; 0.7521739130434782; 0.7247108097327484; 0.7890295358649789; 0.8577981651376146; 0.7788990825688072; 0.9079653322327692; 0.9259259259259259; 0.9061447811447811
ensemble_model_v2_N32_B0_E32_nb_zones_10_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.99346405 0.99019608 0.9869281  0.97385621 0.98684211]; 0.7570754716981132; 0.7547169811320755; 0.9124579124579124; 0.999345977763244; 1.0; 0.9993455497382199; 0.7867494824016563; 0.9004739336492891; 0.7577487039138464; 0.7903225806451614; 0.92018779342723; 0.7539327592728567; 0.9170653907496013; 0.968013468013468; 0.9124579124579125
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; 12; ipca_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [1.         1.         0.99431818 1.         1.        ]; 0.6221498371335505; 0.6579804560260586; 0.906986531986532; 1.0; 1.0; 1.0; 0.712871287128713; 0.972972972972973; 0.6342852286248513; 0.7494033412887827; 0.9874213836477987; 0.6457377188509263; 0.9145067698259186; 0.9949494949494949; 0.9069865319865318
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; 12; ipca_diff; svd; 1698; 566; 566; 0.6; 0.2; 0.2; [1.         0.99705882 0.99117647 1.         0.99704142]; 0.7492625368731564; 0.7935103244837758; 0.9347643097643098; 1.0; 1.0; 1.0; 0.7890818858560795; 0.9408284023668639; 0.7498259658893144; 0.8232323232323233; 0.9588235294117647; 0.7930212321615037; 0.9379255106127353; 0.9856902356902357; 0.9347643097643098
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svd; 32; 0; 32; zones; ipca_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.98648649 0.98648649 0.98648649 0.9972973  0.99184783]; 0.7916666666666666; 0.7613636363636364; 0.9503367003367004; 1.0; 1.0; 1.0; 0.8122866894197952; 0.8814814814814815; 0.7895779500430663; 0.7835051546391752; 0.8837209302325582; 0.7640826873385012; 0.9514802631578947; 0.9739057239057239; 0.9503367003367005
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; 12; ipca_diff; svdn; 1848; 616; 616; 0.6; 0.2; 0.2; [0.92702703 0.94054054 0.91891892 0.91621622 0.93206522]; 0.5492424242424242; 0.48863636363636365; 0.8657407407407407; 0.9659863945578231; 0.9989177489177489; 0.9648268398268397; 0.6909090909090908; 0.9366197183098591; 0.517490187023782; 0.6380697050938339; 0.9754098360655737; 0.5229161856384207; 0.8804795803671788; 0.9890572390572391; 0.8657407407407408
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; 12; ipca_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.89488636 0.90909091 0.94034091 0.94318182 0.92329545]; 0.4253246753246753; 0.4577922077922078; 0.8455387205387206; 0.9870713884204609; 0.9977272727272727; 0.9869318181818181; 0.5693430656934306; 0.8013698630136986; 0.4438948080500592; 0.6213151927437642; 0.845679012345679; 0.43653813630982585; 0.8605093120486506; 0.9528619528619529; 0.8455387205387206
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svdn; 32; 0; 32; zones; ipca_diff; svdn; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.92513369 0.93048128 0.9171123  0.92245989 0.92204301]; 0.5393700787401575; 0.5196850393700787; 0.8821548821548821; 0.978477690288714; 0.9978586723768736; 0.978051391862955; 0.656891495601173; 0.8682170542635659; 0.5341085271317829; 0.6453488372093023; 0.888; 0.5253953488372093; 0.8918918918918919; 0.9722222222222222; 0.8821548821548821
svm_model_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; 12; ipca_diff; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.99152542 0.99717514 0.98587571 0.99435028 0.99435028]; 0.7788778877887789; 0.801980198019802; 0.9457070707070707; 0.9988713318284425; 1.0; 0.9988700564971751; 0.7452471482889734; 0.6712328767123288; 0.775106884216037; 0.7872340425531915; 0.7070063694267515; 0.8055579792339238; 0.9443245576176089; 0.9208754208754208; 0.9457070707070707
ensemble_model_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; 12; ipca_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.9972067  0.99441341 0.99441341 0.99441341 0.99441341]; 0.8771331058020477; 0.8737201365187713; 0.9688552188552189; 0.9994416527079844; 1.0; 0.9994413407821229; 0.8831168831168832; 0.8662420382165605; 0.8779739602847508; 0.8593155893536123; 0.8308823529411765; 0.8708551892094418; 0.968670618120237; 0.9629629629629629; 0.9688552188552187
ensemble_model_v2_N32_B0_E32_nb_zones_12_ipca_diff_svdne; 32; 0; 32; zones; ipca_diff; svdne; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.9972973  0.99459459 0.98648649 1.         0.99189189]; 0.7376425855513308; 0.7604562737642585; 0.9444444444444444; 1.0; 1.0; 1.0; 0.7612456747404844; 0.8088235294117647; 0.7351204261232052; 0.7692307692307693; 0.8267716535433071; 0.7626505326540064; 0.945273631840796; 0.9595959595959596; 0.9444444444444444
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; 4; ipca_diff; svd; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.984375 1.       0.984375 1.       1.      ]; 0.8726415094339622; 0.8207547169811321; 0.9378531073446328; 0.9984350547730829; 1.0; 0.9984326018808777; 0.8656716417910447; 0.8969072164948454; 0.8745405647691618; 0.8303571428571428; 0.9117647058823529; 0.8240641711229946; 0.9379699248120301; 0.9633204633204633; 0.9384617022484669
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; 4; ipca_diff; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.99107143 0.98214286 0.99090909 0.98181818 0.99090909]; 0.8532608695652174; 0.8152173913043478; 0.9327548806941431; 0.9981981981981982; 1.0; 0.9981949458483754; 0.8629441624365483; 0.9444444444444444; 0.8552009456264775; 0.83; 0.8924731182795699; 0.8143684272716532; 0.9348739495798319; 0.967391304347826; 0.9328298513081124
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 600; 200; 200; 0.6; 0.2; 0.2; [0.975      0.975      0.95       0.95833333 0.94166667]; 0.82; 0.795; 0.921; 0.9966555183946488; 0.9933333333333333; 0.9966666666666666; 0.8285714285714286; 0.9775280898876404; 0.835610891790667; 0.8177777777777777; 0.9387755102040817; 0.7978191276510604; 0.9235237173281704; 0.9794661190965093; 0.9224815975599505
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; 4; ipca_diff; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.75454545 0.80555556 0.83333333 0.81481481 0.75      ]; 0.5055555555555555; 0.5166666666666667; 0.7660753880266076; 0.9376114081996435; 0.9704797047970479; 0.9354243542435424; 0.6079295154185023; 0.7040816326530612; 0.48618715778994526; 0.5915492957746479; 0.7325581395348837; 0.5258535378525482; 0.7892107892107892; 0.8681318681318682; 0.765162130933943
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; 4; ipca_diff; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.78571429 0.71428571 0.77777778 0.73015873 0.79365079]; 0.6190476190476191; 0.6619047619047619; 0.8380952380952381; 0.9703588143525741; 0.9873015873015873; 0.9698412698412697; 0.6396396396396397; 0.7029702970297029; 0.6221273503497138; 0.6570048309178744; 0.6938775510204082; 0.6639030612244897; 0.8411214953271029; 0.8754863813229572; 0.8388625936465532
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.73880597 0.82835821 0.79104478 0.81343284 0.80597015]; 0.6233183856502242; 0.5964125560538116; 0.8440860215053764; 1.0; 1.0; 1.0; 0.6440677966101694; 0.7238095238095238; 0.6288539144471348; 0.6666666666666666; 0.7317073170731707; 0.5808536585365854; 0.8520408163265306; 0.8898756660746003; 0.8436720102524901
svm_model_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; 4; ipca_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.98305085 0.95762712 0.97457627 0.98305085 0.95689655]; 0.6887755102040817; 0.7704081632653061; 0.8908163265306123; 0.99830220713073; 1.0; 0.9982993197278911; 0.7359307359307359; 0.9770114942528736; 0.7178635452915745; 0.8068669527896996; 0.9215686274509803; 0.7639758030871924; 0.8983855650522317; 0.979296066252588; 0.892062520047823
ensemble_model_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; 4; ipca_diff; svdne; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.99152542 0.99152542 0.99152542 0.99152542 0.97457627]; 0.7806122448979592; 0.7857142857142857; 0.9134419551934827; 1.0; 1.0; 1.0; 0.8105726872246698; 0.92; 0.7777083333333334; 0.7941176470588235; 0.9204545454545454; 0.7981902356902357; 0.9167482859941235; 0.968944099378882; 0.9143317691283188
ensemble_model_v2_N32_B34_E66_nb_zones_4_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.96610169 0.93220339 0.92372881 0.97413793 0.95689655]; 0.7435897435897436; 0.7897435897435897; 0.9047131147540983; 0.9965753424657535; 0.9931740614334471; 0.9965870307167235; 0.782608695652174; 0.967741935483871; 0.7534788108791906; 0.8127853881278538; 0.978021978021978; 0.801510989010989; 0.9099709583736689; 0.9853249475890985; 0.9064901291051706
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; 6; ipca_diff; svd; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.96153846 0.96666667 0.97222222 0.97222222 0.96111111]; 0.84; 0.8033333333333333; 0.9194407456724367; 0.9844097995545656; 0.9800443458980045; 0.9844789356984479; 0.8451612903225806; 0.8851351351351351; 0.8405938833570412; 0.8184615384615386; 0.869281045751634; 0.8019874616513272; 0.9210697977821266; 0.9388297872340425; 0.9194148936170213
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; 6; ipca_diff; svd; 1058; 352; 352; 0.6004540295119183; 0.19977298524404086; 0.19977298524404086; [0.98584906 0.98113208 0.99056604 0.96698113 0.95714286]; 0.8494318181818182; 0.8863636363636364; 0.9398410896708286; 0.9875598086124402; 0.9754253308128544; 0.9877126654064272; 0.8454810495626822; 0.8787878787878788; 0.8511586452762924; 0.8958333333333333; 0.945054945054945; 0.8842921784098254; 0.9401805869074492; 0.9509132420091324; 0.939903573600503
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.98275862 0.98837209 0.99418605 0.99418605 0.99418605]; 0.818815331010453; 0.8083623693379791; 0.9254874651810585; 1.0; 1.0; 1.0; 0.8266666666666668; 0.8671328671328671; 0.8189831002331003; 0.835820895522388; 0.9333333333333333; 0.802433090024331; 0.9285237140948563; 0.9599447513812155; 0.9251970947917314
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; 6; ipca_diff; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.87912088 0.80769231 0.76923077 0.78021978 0.77222222]; 0.6456953642384106; 0.5860927152317881; 0.8035714285714286; 0.9312169312169312; 0.9691629955947136; 0.9284140969162995; 0.7036011080332409; 0.8639455782312925; 0.6513276278253237; 0.6612466124661247; 0.8243243243243243; 0.5907335907335907; 0.8226865671641791; 0.9198931909212283; 0.804638600703078
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; 6; ipca_diff; svdn; 906; 302; 302; 0.6; 0.2; 0.2; [0.8021978  0.78021978 0.68681319 0.76111111 0.73888889]; 0.6291390728476821; 0.6225165562913907; 0.823841059602649; 0.9570815450643777; 0.9845474613686535; 0.9558498896247241; 0.654320987654321; 0.7162162162162162; 0.6308353808353808; 0.6761363636363638; 0.7041420118343196; 0.6114695021577613; 0.8345771144278608; 0.8714285714285714; 0.8228764478764479
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.78494624 0.7688172  0.80434783 0.75543478 0.78804348]; 0.6396103896103896; 0.6363636363636364; 0.8350649350649351; 0.9669861554845581; 0.9826839826839827; 0.9664502164502164; 0.6744868035190614; 0.7232704402515723; 0.6368030053606855; 0.6705882352941176; 0.7080745341614907; 0.6329488317065957; 0.8432098765432099; 0.8734015345268542; 0.8344580232001025
svm_model_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; 6; ipca_diff; svdne; 942; 314; 314; 0.6; 0.2; 0.2; [1.         0.9893617  0.99468085 0.99468085 0.9787234 ]; 0.8312101910828026; 0.8184713375796179; 0.9254777070063694; 0.9926238145416227; 1.0; 0.9925690021231423; 0.8348909657320872; 0.9241379310344827; 0.8378086104876556; 0.8347826086956522; 0.9056603773584906; 0.8173463177115035; 0.9275541795665635; 0.9664516129032258; 0.9259931020490972
ensemble_model_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; 6; ipca_diff; svdne; 1018; 339; 339; 0.6002358490566038; 0.19988207547169812; 0.19988207547169812; [0.95098039 0.9754902  0.93627451 0.9754902  0.98019802]; 0.8525073746312685; 0.8141592920353983; 0.933372641509434; 1.0; 1.0; 1.0; 0.8626373626373627; 0.9874213836477987; 0.8603773584905661; 0.8405063291139241; 0.9485714285714286; 0.8096515679442509; 0.9364096792346652; 0.9869513641755635; 0.9336867020174417
ensemble_model_v2_N32_B34_E66_nb_zones_6_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.94705882 0.94117647 0.99411765 0.95294118 0.94117647]; 0.8162544169611308; 0.8551236749116607; 0.9201977401129944; 0.9761336515513127; 0.9623529411764706; 0.9764705882352941; 0.8333333333333334; 0.9285714285714286; 0.8174325674325674; 0.8646864686468647; 0.9776119402985075; 0.8612891916257638; 0.9222298692360633; 0.9585121602288984; 0.9206786742567087
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; 8; ipca_diff; svd; 1288; 429; 429; 0.6001863932898416; 0.1999068033550792; 0.1999068033550792; [0.96124031 0.96899225 0.98837209 0.98837209 0.9609375 ]; 0.9067599067599068; 0.8881118881118881; 0.9515377446411929; 0.987538940809969; 0.984472049689441; 0.9875776397515528; 0.9137931034482758; 0.954954954954955; 0.9050137093615355; 0.8947368421052632; 0.918918918918919; 0.8869956913435174; 0.9528130671506353; 0.9650735294117647; 0.95134583842989
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; 8; ipca_diff; svd; 1296; 432; 432; 0.6; 0.2; 0.2; [0.96153846 0.96153846 0.96923077 0.96124031 0.98062016]; 0.8472222222222222; 0.8564814814814815; 0.9300925925925926; 0.9819324430479183; 0.9645061728395061; 0.9822530864197531; 0.8674698795180723; 0.935064935064935; 0.8406667958906764; 0.8669527896995708; 0.9758454106280193; 0.8612560386473429; 0.9324988824318283; 0.9604051565377533; 0.929923248659938
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 1278; 426; 426; 0.6; 0.2; 0.2; [0.984375   0.9609375  0.98828125 0.98046875 0.96456693]; 0.8474178403755869; 0.8755868544600939; 0.9436619718309859; 0.9984375; 1.0; 0.9984350547730829; 0.853932584269663; 0.8636363636363636; 0.8468667255075022; 0.8729016786570744; 0.8544600938967136; 0.8755868544600938; 0.9439775910364145; 0.9430970149253731; 0.9436657097311176
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; 8; ipca_diff; svdn; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.74778761 0.74778761 0.7699115  0.79017857 0.67410714]; 0.5866666666666667; 0.6506666666666666; 0.7846481876332623; 0.9026402640264026; 0.9715808170515098; 0.8952042628774424; 0.6300715990453462; 0.6947368421052632; 0.5852062588904694; 0.6716791979949875; 0.7570621468926554; 0.6563088512241054; 0.8009852216748768; 0.8741935483870967; 0.7854054422696582
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; 8; ipca_diff; svdn; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.67692308 0.79457364 0.70155039 0.77131783 0.75968992]; 0.6232558139534884; 0.6465116279069767; 0.854089219330855; 1.0; 1.0; 1.0; 0.6785714285714286; 0.8181818181818182; 0.6285479226655697; 0.697211155378486; 0.7990867579908676; 0.6436192083793201; 0.8633594429939077; 0.9236499068901304; 0.8542182744098147
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 1106; 368; 368; 0.6004343105320304; 0.1997828447339848; 0.1997828447339848; [0.78828829 0.8018018  0.73873874 0.71818182 0.71818182]; 0.6195652173913043; 0.625; 0.8208469055374593; 0.9538188277087034; 0.9710669077757685; 0.9529837251356238; 0.6601941747572816; 0.7906976744186046; 0.6300427147603227; 0.6820276497695852; 0.7668393782383419; 0.6177054034048852; 0.8326572008113591; 0.8943355119825708; 0.8210855049090344
svm_model_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; 8; ipca_diff; svdne; 1152; 384; 384; 0.6; 0.2; 0.2; [0.95258621 0.9826087  0.96521739 0.94347826 0.95217391]; 0.8229166666666666; 0.828125; 0.9182291666666667; 0.9796640141467727; 0.9618055555555556; 0.9800347222222222; 0.8425925925925926; 0.9333333333333333; 0.8211640211640212; 0.8486238532110091; 0.9068627450980392; 0.822875816993464; 0.9214607303651826; 0.9446153846153846; 0.9178103378103379
ensemble_model_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; 8; ipca_diff; svdne; 1160; 386; 386; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.9612069  0.98275862 0.97844828 0.99137931 0.98706897]; 0.8626943005181347; 0.8575129533678757; 0.943064182194617; 0.9982728842832469; 0.996551724137931; 0.9982758620689656; 0.8664987405541562; 0.91005291005291; 0.8636558966508205; 0.8723897911832947; 0.912621359223301; 0.8535329018338728; 0.9446122860020142; 0.9620512820512821; 0.9428856201269995
ensemble_model_v2_N32_B34_E66_nb_zones_8_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.9612069  0.97413793 0.97844828 0.94347826 0.99130435]; 0.8571428571428571; 0.8337662337662337; 0.9319833852544133; 0.9895104895104895; 0.9792387543252595; 0.9896193771626298; 0.8687350835322196; 0.9528795811518325; 0.8578830895449884; 0.8565022421524663; 0.955; 0.8288513513513512; 0.9347934295669487; 0.9690402476780186; 0.93175105382856
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; 10; ipca_diff; svd; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.94557823 0.97959184 0.96938776 0.97260274 0.95547945]; 0.8571428571428571; 0.8791208791208791; 0.9364478114478114; 0.9786059351276744; 0.9672578444747613; 0.9788540245566166; 0.8707753479125248; 0.9125; 0.8539244186046511; 0.8775055679287305; 0.9162790697674419; 0.8810562015503877; 0.9371095376926282; 0.946969696969697; 0.9364478114478115
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; 10; ipca_diff; svd; 1566; 522; 522; 0.6; 0.2; 0.2; [0.96178344 0.96178344 0.95859873 0.96794872 0.96474359]; 0.8691358024691358; 0.8888888888888888; 0.9587542087542088; 1.0; 1.0; 1.0; 0.8792710706150343; 0.9368932038834952; 0.8679440893789335; 0.8946135831381733; 0.9597989949748744; 0.8900936722447187; 0.959703947368421; 0.9823232323232324; 0.9587542087542088
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.96405229 0.96732026 0.95751634 0.96732026 0.95723684]; 0.8207547169811321; 0.8466981132075472; 0.9284511784511784; 0.9806795469686875; 0.9633507853403142; 0.981020942408377; 0.8442622950819673; 0.9671361502347418; 0.8200609661126316; 0.8565121412803532; 0.919431279620853; 0.8470395834723984; 0.9303849303849303; 0.9562289562289562; 0.9284511784511784
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; 10; ipca_diff; svdn; 1398; 466; 466; 0.6; 0.2; 0.2; [0.74285714 0.71785714 0.75714286 0.77142857 0.75539568]; 0.6394849785407726; 0.6351931330472103; 0.7824034334763948; 0.8861952861952862; 0.9413447782546495; 0.8791130185979972; 0.6639999999999999; 0.6720647773279352; 0.6374022516776662; 0.6413502109704642; 0.6785714285714286; 0.6368063754427391; 0.7938186254575031; 0.8341880341880342; 0.7821802239905689
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; 10; ipca_diff; svdn; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.75333333 0.74       0.74666667 0.74832215 0.74832215]; 0.6; 0.6477272727272727; 0.8257575757575758; 0.9466923570969813; 0.9852941176470589; 0.9445187165775402; 0.5963302752293578; 0.6018518518518519; 0.6000330687830688; 0.6593406593406592; 0.6696428571428571; 0.6473214285714286; 0.8308823529411764; 0.8560606060606061; 0.8257575757575757
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.76573427 0.74125874 0.7027972  0.67132867 0.66783217]; 0.6701902748414377; 0.6765327695560254; 0.8354377104377104; 0.9446693657219972; 0.9790209790209791; 0.9426573426573428; 0.6842105263157894; 0.7347826086956522; 0.6719180533190195; 0.7107750472589791; 0.7736625514403292; 0.6737877974592951; 0.8439121756487026; 0.8897306397306397; 0.8354377104377104
svm_model_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; 10; ipca_diff; svdne; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.95857988 0.98816568 0.9704142  0.96745562 0.95857988]; 0.8454810495626822; 0.8746355685131195; 0.944023569023569; 0.9776974080771549; 0.9597633136094674; 0.9781065088757396; 0.8547945205479452; 0.9285714285714286; 0.8471428571428571; 0.8840970350404314; 0.9371428571428572; 0.8733333333333334; 0.9444676409185803; 0.952020202020202; 0.944023569023569
ensemble_model_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; 10; ipca_diff; svdne; 1494; 498; 498; 0.6; 0.2; 0.2; [0.97333333 0.98       0.96644295 0.95302013 0.96979866]; 0.8956916099773242; 0.8866213151927438; 0.9541245791245792; 0.9912339851652058; 0.9839357429718876; 0.9912985274431058; 0.8968609865470852; 0.9174311926605505; 0.8959353272719792; 0.8913043478260869; 0.9192825112107623; 0.8862467601925371; 0.9543742151527836; 0.9595959595959596; 0.954124579124579
ensemble_model_v2_N32_B34_E66_nb_zones_10_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 1440; 480; 480; 0.6; 0.2; 0.2; [0.95833333 0.97569444 0.95486111 0.95833333 0.97569444]; 0.8717948717948718; 0.8717948717948718; 0.9423400673400674; 0.9880868955851436; 0.9791666666666666; 0.9881944444444444; 0.8728813559322034; 0.9321266968325792; 0.8749702310073827; 0.8859315589353611; 0.9433198380566802; 0.8675875208382948; 0.9435051546391753; 0.9629629629629629; 0.9423400673400673
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; 12; ipca_diff; svd; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.96315789 0.97619048 0.96031746 0.96031746 0.97619048]; 0.6859504132231405; 0.7644628099173554; 0.9322390572390572; 0.9849946409431941; 0.9714587737843552; 0.985200845665962; 0.7266187050359711; 0.8938053097345132; 0.6988406393633806; 0.8167202572347266; 0.9844961240310077; 0.7488852301570967; 0.934419551934827; 0.9654882154882155; 0.9322390572390572
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; 12; ipca_diff; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.96174863 0.97540984 0.95081967 0.9726776  0.9532967 ]; 0.8613138686131386; 0.8832116788321168; 0.9612794612794613; 0.987858719646799; 0.9792122538293216; 0.987964989059081; 0.8680555555555555; 0.9398496240601504; 0.863541833306671; 0.8940397350993378; 0.9574468085106383; 0.8809790433530637; 0.9616985845129059; 0.9722222222222222; 0.9612794612794614
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svd; 32; 34; 66; zones; ipca_diff; svd; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.98       0.96857143 0.95428571 0.96285714 0.97126437]; 0.8343949044585988; 0.8184713375796179; 0.9419191919191919; 0.9831884057971014; 0.9702517162471396; 0.9834096109839817; 0.8522727272727273; 0.9316770186335404; 0.8318515812121952; 0.8376068376068376; 0.9607843137254902; 0.8220070636950433; 0.943163097199341; 0.9638047138047138; 0.9419191919191918
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; 12; ipca_diff; svdn; 1868; 622; 622; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.77272727 0.7459893  0.80213904 0.79946524 0.7688172 ]; 0.5708661417322834; 0.5590551181102362; 0.8354377104377104; 0.9142280524722501; 0.9700214132762313; 0.9089935760171306; 0.6803519061583578; 0.8992248062015504; 0.5656124031007752; 0.672514619883041; 0.92; 0.5646511627906977; 0.8532833020637899; 0.9570707070707071; 0.8354377104377106
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; 12; ipca_diff; svdn; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.73163842 0.76553672 0.71751412 0.74715909 0.73011364]; 0.6262295081967213; 0.639344262295082; 0.859006734006734; 0.9393110989611809; 0.9728199320498301; 0.9371460928652322; 0.6322580645161291; 0.6086956521739131; 0.6272644927536232; 0.6451612903225806; 0.6944444444444444; 0.6422532781228434; 0.8632094732543895; 0.8897306397306397; 0.859006734006734
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svdn; 32; 34; 66; zones; ipca_diff; svdn; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.77428571 0.73714286 0.73275862 0.78735632 0.74425287]; 0.6677215189873418; 0.6392405063291139; 0.8598484848484849; 0.9364548494983278; 0.963302752293578; 0.9346330275229358; 0.6902654867256638; 0.785234899328859; 0.6740545754129325; 0.6666666666666667; 0.6826347305389222; 0.6366193786922799; 0.8654545454545455; 0.9015151515151515; 0.8598484848484848
svm_model_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; 12; ipca_diff; svdne; 1728; 576; 576; 0.6; 0.2; 0.2; [0.96242775 0.98843931 0.97398844 0.99132948 0.98837209]; 0.8302469135802469; 0.8611111111111112; 0.9494949494949495; 0.9883449883449883; 0.9814814814814815; 0.9884259259259258; 0.8377581120943953; 0.9102564102564102; 0.8331043956043955; 0.8717948717948717; 0.9107142857142857; 0.8592032967032966; 0.9501246882793017; 0.9621212121212122; 0.9494949494949495
ensemble_model_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; 12; ipca_diff; svdne; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.97826087 0.95923913 0.95923913 0.96195652 0.9375    ]; 0.8880597014925373; 0.8656716417910447; 0.9604377104377104; 0.9846659364731652; 0.9771739130434782; 0.9847826086956522; 0.896551724137931; 0.9629629629629629; 0.8874965190754662; 0.8775510204081634; 0.9699248120300752; 0.866443887496519; 0.9609958506224067; 0.9747474747474747; 0.9604377104377104
ensemble_model_v2_N32_B34_E66_nb_zones_12_ipca_diff_svdne; 32; 34; 66; zones; ipca_diff; svdne; 1692; 564; 564; 0.6; 0.2; 0.2; [0.96764706 0.95857988 0.94970414 0.96153846 0.95857988]; 0.804093567251462; 0.8099415204678363; 0.9313973063973064; 0.9813813813813814; 0.9657210401891253; 0.9816784869976358; 0.8164383561643835; 0.9085365853658537; 0.8082008769525898; 0.8329048843187661; 0.9101123595505618; 0.8056659358728419; 0.9326167837949566; 0.9494949494949495; 0.9313973063973063
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; 4; ipca_diff; svd; 502; 167; 167; 0.6004784688995215; 0.19976076555023922; 0.19976076555023922; [0.91176471 0.93       0.86       0.89       0.91      ]; 0.8622754491017964; 0.8203592814371258; 0.9090909090909091; 0.9540918163672655; 0.952191235059761; 0.954183266932271; 0.8588957055214723; 0.9090909090909091; 0.8656565656565656; 0.8295454545454544; 0.8795180722891566; 0.8207114170969592; 0.9095238095238095; 0.9294403892944039; 0.9094260770001431
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; 4; ipca_diff; svd; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.98412698 0.91269841 0.92857143 0.89516129 0.9516129 ]; 0.8509615384615384; 0.8509615384615384; 0.9309021113243762; 0.984076433121019; 0.987220447284345; 0.9840255591054311; 0.8571428571428572; 0.9789473684210527; 0.86115510013973; 0.8658008658008658; 0.9803921568627451; 0.8534036256011838; 0.933085501858736; 0.984313725490196; 0.9320064868052484
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 570; 190; 190; 0.6; 0.2; 0.2; [0.96491228 0.88596491 0.93859649 0.92105263 0.92105263]; 0.8263157894736842; 0.8526315789473684; 0.9178947368421052; 0.9693693693693695; 0.9438596491228071; 0.9701754385964912; 0.8436018957345973; 0.8811881188118812; 0.8226165313160528; 0.8600000000000001; 0.9148936170212766; 0.8532801418439715; 0.9192546583850932; 0.925; 0.9178191489361702
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; 4; ipca_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.64925373 0.64925373 0.63432836 0.62121212 0.67424242]; 0.6081081081081081; 0.6351351351351351; 0.772972972972973; 0.8775510204081632; 0.9039039039039038; 0.8738738738738738; 0.6133333333333332; 0.6388888888888888; 0.6089181286549707; 0.619718309859155; 0.6346153846153846; 0.6351043024771839; 0.7758007117437722; 0.8; 0.7734513274336283
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; 4; ipca_diff; svdn; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.57936508 0.64285714 0.66666667 0.6031746  0.67741935]; 0.6267942583732058; 0.6124401913875598; 0.8097514340344169; 0.9375; 0.9554140127388535; 0.9363057324840766; 0.625; 0.6190476190476191; 0.6268315018315018; 0.5970149253731343; 0.6451612903225806; 0.6156840934371524; 0.8102955195424214; 0.830078125; 0.8101701486423221
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.70491803 0.66666667 0.68333333 0.675      0.65833333]; 0.625; 0.615; 0.8223552894211577; 0.9566666666666668; 0.9534883720930233; 0.9568106312292358; 0.6305418719211823; 0.6597938144329897; 0.6260134120708637; 0.6547085201793722; 0.7087378640776699; 0.6121008908017216; 0.8265107212475633; 0.846307385229541; 0.8223552894211578
svm_model_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; 4; ipca_diff; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.95535714 0.98214286 1.         0.99107143 0.95454545]; 0.8817204301075269; 0.8387096774193549; 0.9354838709677419; 0.9858156028368794; 0.996415770609319; 0.9856630824372759; 0.8932038834951457; 0.92; 0.8786046511627906; 0.8421052631578947; 0.9523809523809523; 0.8487394957983193; 0.9374999999999999; 0.9719222462203023; 0.9356399239666823
ensemble_model_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; 4; ipca_diff; svdne; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.89166667 0.96666667 0.95833333 0.94166667 0.95762712]; 0.8291457286432161; 0.8743718592964824; 0.929718875502008; 0.9815126050420168; 0.9765886287625418; 0.9816053511705686; 0.8411214953271028; 0.8571428571428571; 0.8275075987841944; 0.8704663212435233; 0.9230769230769231; 0.8782051282051282; 0.9301397205588822; 0.9414141414141414; 0.929788907034416
ensemble_model_v2_N32_B84_E116_nb_zones_4_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 482; 160; 160; 0.600997506234414; 0.19950124688279303; 0.19950124688279303; [0.95918367 0.96875    0.92708333 0.97916667 0.97916667]; 0.8375; 0.825; 0.9301745635910225; 0.9958677685950413; 1.0; 0.995850622406639; 0.8488372093023256; 0.9358974358974359; 0.8398999374609131; 0.825; 0.88; 0.828235294117647; 0.9313725490196078; 0.9644670050761421; 0.9307629143027769
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; 6; ipca_diff; svd; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.93529412 0.90588235 0.94117647 0.89411765 0.92261905]; 0.8546099290780141; 0.8120567375886525; 0.9305949008498584; 0.9952606635071091; 0.9905660377358491; 0.9952830188679245; 0.880466472303207; 0.9617834394904459; 0.8408917197452229; 0.8262295081967213; 0.9197080291970803; 0.8150264283916436; 0.9343163538873995; 0.9707520891364902; 0.9299005402454785
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; 6; ipca_diff; svd; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.91954023 0.90804598 0.93103448 0.91954023 0.93604651]; 0.8581314878892734; 0.8823529411764706; 0.9246196403872753; 0.960093896713615; 0.9423963133640553; 0.9608294930875576; 0.8581314878892734; 0.8732394366197183; 0.8583884257928523; 0.8827586206896552; 0.8767123287671232; 0.8824121084395057; 0.9238294898672257; 0.9155124653739612; 0.9246070614162624
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 928; 309; 309; 0.6002587322121604; 0.1998706338939198; 0.1998706338939198; [0.92473118 0.9516129  0.91935484 0.91397849 0.97282609]; 0.8220064724919094; 0.8414239482200647; 0.9294954721862871; 0.9946409431939978; 1.0; 0.9946120689655172; 0.8264984227129337; 0.8451612903225807; 0.8219312945119397; 0.8372093023255813; 0.8513513513513513; 0.841824743998657; 0.9297227595099936; 0.940026075619296; 0.9295765808134991
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; 6; ipca_diff; svdn; 834; 278; 278; 0.6; 0.2; 0.2; [0.625      0.60714286 0.62048193 0.69879518 0.62650602]; 0.6726618705035972; 0.6726618705035972; 0.6597122302158274; 0.7092907092907094; 0.8513189448441247; 0.6510791366906474; 0.7055016181229774; 0.8320610687022901; 0.6813366568001246; 0.7092651757188498; 0.7928571428571428; 0.6717908902691512; 0.7085643869377696; 0.8357558139534884; 0.6614676505664878
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; 6; ipca_diff; svdn; 948; 316; 316; 0.6; 0.2; 0.2; [0.66842105 0.61578947 0.63684211 0.64736842 0.59042553]; 0.6392405063291139; 0.6234177215189873; 0.8037974683544303; 0.9200415368639667; 0.9345991561181435; 0.9187763713080168; 0.6686046511627907; 0.7098765432098766; 0.6374058040724708; 0.6447761194029851; 0.6878980891719745; 0.6238232584224652; 0.8112058465286237; 0.8398486759142497; 0.8036600431667819
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.578125   0.61578947 0.68947368 0.62631579 0.61578947]; 0.5993690851735016; 0.6403785488958991; 0.8152585119798235; 0.9463917525773197; 0.9642857142857143; 0.9453781512605043; 0.6275659824046922; 0.6407185628742516; 0.5970259481037925; 0.6724137931034483; 0.7452229299363057; 0.6413614649681528; 0.8233875828812538; 0.85375; 0.8149157124681934
svm_model_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; 6; ipca_diff; svdne; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.94512195 0.89634146 0.95121951 0.98170732 0.95121951]; 0.7985347985347986; 0.8131868131868132; 0.9209370424597365; 0.9975550122249389; 0.9951219512195122; 0.9975609756097561; 0.8083623693379791; 0.8529411764705882; 0.7987333619579219; 0.8282828282828282; 0.825503355704698; 0.8119452262394458; 0.9229671897289586; 0.9309352517985612; 0.9207582369275965
ensemble_model_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; 6; ipca_diff; svdne; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.90588235 0.90588235 0.96470588 0.89411765 0.9047619 ]; 0.8546099290780141; 0.8475177304964538; 0.9277620396600567; 0.9783653846153846; 0.9599056603773585; 0.9787735849056604; 0.844106463878327; 0.8161764705882353; 0.8532937147461724; 0.8286852589641434; 0.8387096774193549; 0.8465700285830953; 0.924219910846954; 0.9093567251461988; 0.9272058351005719
ensemble_model_v2_N32_B84_E116_nb_zones_6_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.95108696 0.96195652 0.97252747 0.94505495 0.92307692]; 0.8256578947368421; 0.8388157894736842; 0.9250985545335085; 0.9869281045751634; 0.9912472647702407; 0.9868708971553612; 0.8389057750759877; 0.9517241379310345; 0.8312079809152029; 0.851063829787234; 0.9210526315789473; 0.8388157894736842; 0.9276649746192893; 0.9694960212201591; 0.9255032189434129
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; 8; ipca_diff; svd; 1106; 368; 368; 0.6004343105320304; 0.1997828447339848; 0.1997828447339848; [0.94144144 0.93243243 0.93693694 0.93181818 0.93181818]; 0.875; 0.8831521739130435; 0.9288816503800217; 0.962432915921288; 0.972875226039783; 0.9620253164556962; 0.8736263736263736; 0.8688524590163934; 0.8749667700487371; 0.8781869688385268; 0.8516483516483516; 0.8828134231360037; 0.9286103542234333; 0.9281045751633987; 0.9288791274085392
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; 8; ipca_diff; svd; 1260; 420; 420; 0.6; 0.2; 0.2; [0.93253968 0.93650794 0.91666667 0.95634921 0.92857143]; 0.8642857142857143; 0.8738095238095238; 0.9323809523809524; 0.9745222929936306; 0.9714285714285714; 0.9746031746031746; 0.8619854721549637; 0.8557692307692307; 0.8642053701015965; 0.8752941176470588; 0.8773584905660378; 0.8737753991291728; 0.9321872015281757; 0.9295238095238095; 0.9323809523809523
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.93697479 0.95798319 0.96218487 0.94915254 0.97033898]; 0.8050632911392405; 0.8455696202531645; 0.9210526315789473; 0.9847457627118644; 0.9797639123102867; 0.9848229342327149; 0.80306905370844; 0.785; 0.8053205128205128; 0.8398950131233596; 0.8290155440414507; 0.845200841327656; 0.9200819672131147; 0.9107505070993914; 0.9210318192062614
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; 8; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.66666667 0.64285714 0.66806723 0.68907563 0.6512605 ]; 0.5869017632241813; 0.6649874055415617; 0.648539778449144; 0.7070854638422205; 0.8120805369127517; 0.6635906040268457; 0.648068669527897; 0.798941798941799; 0.5965862840862841; 0.7334669338677354; 0.8714285714285714; 0.6522918258212376; 0.700942587832048; 0.8221105527638191; 0.6481894842527471
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; 8; ipca_diff; svdn; 1278; 426; 426; 0.6; 0.2; 0.2; [0.57421875 0.59765625 0.65625    0.61328125 0.59448819]; 0.6384976525821596; 0.6572769953051644; 0.8352112676056338; 0.9603729603729604; 0.9671361502347418; 0.960093896713615; 0.6652173913043479; 0.6891891891891891; 0.6362612612612611; 0.6866952789699571; 0.7272727272727273; 0.6548984995586937; 0.84139177586986; 0.8612395929694727; 0.8348142674094265
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [0.65116279 0.6744186  0.60465116 0.66015625 0.671875  ]; 0.6378504672897196; 0.5841121495327103; 0.8020541549953315; 0.9303749043611323; 0.9455676516329704; 0.9292379471228616; 0.6918489065606362; 0.8018433179723502; 0.6355188153842793; 0.6468253968253967; 0.7799043062200957; 0.5885822900963492; 0.8167675021607604; 0.8840037418147801; 0.8022069035262159
svm_model_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; 8; ipca_diff; svdne; 1116; 372; 372; 0.6; 0.2; 0.2; [0.91071429 0.91964286 0.96428571 0.92342342 0.96396396]; 0.8198924731182796; 0.8548387096774194; 0.9021505376344086; 0.9457777777777776; 0.953405017921147; 0.9453405017921147; 0.8361858190709046; 0.9243243243243243; 0.820450932215638; 0.8682926829268294; 0.9417989417989417; 0.8534131321016566; 0.9063786008230453; 0.9452789699570815; 0.9020575884268165
ensemble_model_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; 8; ipca_diff; svdne; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.92608696 0.96086957 0.9173913  0.89565217 0.91304348]; 0.8642297650130548; 0.8590078328981723; 0.9201461377870563; 0.9592367736339984; 0.9617391304347827; 0.9591304347826087; 0.8706467661691543; 0.9510869565217391; 0.8675032772558445; 0.8656716417910448; 0.9354838709677419; 0.8611429507122974; 0.9218191108840061; 0.9544973544973545; 0.9206060407914167
ensemble_model_v2_N32_B84_E116_nb_zones_8_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 1330; 443; 443; 0.6001805054151624; 0.19990974729241878; 0.19990974729241878; [0.94360902 0.93609023 0.91729323 0.90977444 0.90601504]; 0.8690744920993227; 0.8871331828442438; 0.9359205776173285; 0.9741641337386019; 0.9639097744360903; 0.9744360902255639; 0.8786610878661089; 0.9375; 0.8682933789954338; 0.8922413793103448; 0.9452054794520548; 0.8877813111545987; 0.9371124889282552; 0.9548736462093863; 0.9359205776173285
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; 10; ipca_diff; svd; 1394; 464; 464; 0.6003445305770887; 0.19982773471145565; 0.19982773471145565; [0.93571429 0.93928571 0.94964029 0.95683453 0.9352518 ]; 0.8706896551724138; 0.8620689655172413; 0.929801894918174; 0.9715536105032823; 0.9555236728837877; 0.9720229555236729; 0.88; 0.9205020920502092; 0.8691399349139934; 0.8666666666666666; 0.9162995594713657; 0.8632130708749233; 0.930667800935772; 0.94067067927773; 0.9297831394663024
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; 10; ipca_diff; svd; 1408; 469; 469; 0.6001705029838023; 0.1999147485080989; 0.1999147485080989; [0.91489362 0.92198582 0.91843972 0.91489362 0.925     ]; 0.8784648187633263; 0.8805970149253731; 0.9207161125319693; 0.9474442044636429; 0.9346590909090909; 0.9481534090909091; 0.8747252747252747; 0.8468085106382979; 0.8785324604473541; 0.8771929824561403; 0.851063829787234; 0.880660120021822; 0.9191304347826086; 0.9003407155025553; 0.9207334976830183
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.91901408 0.94014085 0.90425532 0.92198582 0.92198582]; 0.8789808917197452; 0.8853503184713376; 0.934634974533107; 0.9693076374018558; 0.9603960396039604; 0.9695898161244696; 0.8875739644970414; 0.9533898305084746; 0.8788225748287053; 0.8911290322580645; 0.9404255319148936; 0.8854670032455825; 0.9359400998336107; 0.9550084889643463; 0.9346349745331068
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; 10; ipca_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.61073826 0.65771812 0.60402685 0.64189189 0.59797297]; 0.6157303370786517; 0.6629213483146067; 0.640993265993266; 0.6896149358226371; 0.7954239569313594; 0.6419919246298789; 0.6679611650485436; 0.8151658767772512; 0.6255316563373435; 0.7191011235955057; 0.8205128205128205; 0.6543322396402965; 0.6912775968150561; 0.8038720538720538; 0.640993265993266
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; 10; ipca_diff; svdn; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [0.57961783 0.63375796 0.60576923 0.60576923 0.58653846]; 0.6921182266009852; 0.645320197044335; 0.8383838383838383; 0.9284380833851898; 0.9539641943734015; 0.926470588235294; 0.6928746928746928; 0.6811594202898551; 0.6923385041147767; 0.6230366492146596; 0.5979899497487438; 0.6444056028936955; 0.8397328881469115; 0.8468013468013468; 0.8383838383838385
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 1452; 484; 484; 0.6; 0.2; 0.2; [0.53424658 0.62758621 0.60344828 0.61034483 0.59655172]; 0.6147186147186147; 0.5909090909090909; 0.8228114478114478; 0.9630642954856361; 0.9696969696969697; 0.9628099173553719; 0.644; 0.6491935483870968; 0.6119799517636418; 0.6021052631578947; 0.6682242990654206; 0.5962089237262587; 0.8272466146901929; 0.8484848484848485; 0.8228114478114479
svm_model_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; 10; ipca_diff; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; [0.92413793 0.94827586 0.95517241 0.93402778 0.93402778]; 0.832258064516129; 0.8365591397849462; 0.9082491582491582; 0.9553072625698324; 0.946058091286307; 0.9557399723374828; 0.8421052631578947; 0.9162995594713657; 0.83420019990375; 0.8486055776892429; 0.8949579831932774; 0.8351441898345241; 0.9102141680395387; 0.9301346801346801; 0.9082491582491583
ensemble_model_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; 10; ipca_diff; svdne; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.95205479 0.95205479 0.94863014 0.94827586 0.94137931]; 0.8195652173913044; 0.8152173913043478; 0.9204545454545454; 0.9854267869535045; 0.9752747252747253; 0.9855769230769231; 0.8413001912045889; 0.9482758620689655; 0.818436176648518; 0.8330058939096266; 0.9298245614035088; 0.8162053841500302; 0.9235746057420137; 0.9612794612794613; 0.9204545454545454
ensemble_model_v2_N32_B84_E116_nb_zones_10_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 1406; 468; 468; 0.6003415883859948; 0.19982920580700256; 0.19982920580700256; [0.90070922 0.91489362 0.92553191 0.89642857 0.92857143]; 0.8162393162393162; 0.8055555555555556; 0.8983774551665243; 0.9560201874549387; 0.9431009957325747; 0.9566145092460883; 0.8501742160278746; 0.9721115537848606; 0.8040281271228451; 0.8273244781783681; 0.9819819819819819; 0.814161722698308; 0.9043408360128616; 0.9566326530612245; 0.8981276472853292
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; 12; ipca_diff; svd; 1852; 617; 617; 0.6001296176279974; 0.1999351911860013; 0.1999351911860013; [0.89784946 0.92432432 0.94864865 0.94054054 0.91351351]; 0.816793893129771; 0.7786259541984732; 0.9478114478114478; 0.9901960784313725; 0.9816414686825053; 0.990280777537797; 0.8333333333333334; 0.8888888888888888; 0.8145231846019247; 0.7943262411347519; 0.8818897637795275; 0.7816856226305046; 0.9484621778886119; 0.9604377104377104; 0.9478114478114478
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; 12; ipca_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.95945946 0.87027027 0.94594595 0.90810811 0.89130435]; 0.8901515151515151; 0.8484848484848485; 0.9393939393939394; 0.9589490968801313; 0.948051948051948; 0.9594155844155843; 0.8897338403041826; 0.9140625; 0.8908547794117648; 0.8561151079136691; 0.875; 0.84765625; 0.9391891891891891; 0.936026936026936; 0.9393939393939394
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svd; 32; 84; 116; zones; ipca_diff; svd; 1838; 612; 612; 0.6002612671456564; 0.1998693664271718; 0.1998693664271718; [0.91847826 0.91576087 0.89945652 0.90217391 0.90983607]; 0.8810408921933085; 0.79182156133829; 0.9250841750841751; 0.9501661129568106; 0.9336235038084875; 0.9510337323177366; 0.8873239436619718; 0.9767441860465116; 0.8848006644518271; 0.8282208588957055; 0.9642857142857143; 0.7844684385382059; 0.9263245033112583; 0.9419191919191919; 0.9250841750841752
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; 12; ipca_diff; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.62295082 0.60382514 0.63934426 0.68032787 0.61263736]; 0.6459854014598541; 0.6386861313868614; 0.6515151515151515; 0.7193605683836589; 0.8862144420131292; 0.6542669584245075; 0.7104477611940299; 0.8380281690140845; 0.638711054204012; 0.6972477064220184; 0.8636363636363636; 0.6466069142125481; 0.7158544955387782; 0.8779461279461279; 0.6515151515151515
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; 12; ipca_diff; svdn; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.61538462 0.64792899 0.62426036 0.65976331 0.71893491]; 0.5626822157434402; 0.6384839650145773; 0.8051346801346801; 0.8909405654933642; 0.9136094674556213; 0.8881656804733729; 0.585635359116022; 0.6424242424242425; 0.5655941436840313; 0.6630434782608696; 0.6853932584269663; 0.6366360231528772; 0.8120178643930167; 0.8417508417508418; 0.8051346801346801
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svdn; 32; 84; 116; zones; ipca_diff; svdn; 1652; 550; 550; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [0.62048193 0.60909091 0.66363636 0.60606061 0.62424242]; 0.6408839779005525; 0.6325966850828729; 0.8287037037037037; 0.9148936170212765; 0.937046004842615; 0.9128329297820823; 0.6632124352331606; 0.6701570680628273; 0.6391721012828756; 0.6274509803921569; 0.6549707602339181; 0.633768102630048; 0.8328542094455852; 0.8535353535353535; 0.8287037037037036
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; 12; ipca_diff; svdne; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.92972973 0.8972973  0.90540541 0.93783784 0.9       ]; 0.935361216730038; 0.9619771863117871; 0.9322390572390572; 0.9274106175514627; 0.9254054054054054; 0.9275675675675675; 0.9363295880149812; 0.9615384615384616; 0.9356564488143436; 0.9632352941176471; 0.9849624060150376; 0.961711972238288; 0.9324947589098532; 0.936026936026936; 0.9322390572390572
ensemble_model_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; 12; ipca_diff; svdne; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.91666667 0.91111111 0.91388889 0.94166667 0.91061453]; 0.8581314878892734; 0.8685121107266436; 0.9356060606060606; 0.9586129753914988; 0.9532814238042269; 0.9588431590656284; 0.8591065292096222; 0.8278145695364238; 0.8595594586812554; 0.8602941176470588; 0.8478260869565217; 0.867621652749784; 0.9349213100808167; 0.9250841750841751; 0.9356060606060607
ensemble_model_v2_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; zones; ipca_diff; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.91081081 0.92162162 0.89130435 0.91847826 0.91304348]; 0.8834586466165414; 0.8909774436090225; 0.9486531986531986; 0.9659340659340659; 0.9533622559652929; 0.9663774403470716; 0.8949152542372881; 0.9850746268656716; 0.8826888285843509; 0.9003436426116839; 0.9924242424242424; 0.8917345092718227; 0.9492934330839568; 0.9612794612794613; 0.9486531986531986
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; 4; ipca_diff; svd; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.93103448 0.92105263 0.84210526 0.88596491 0.88596491]; 0.8736842105263158; 0.8526315789473684; 0.8928571428571429; 0.9169435215946844; 0.965034965034965; 0.9125874125874125; 0.8811881188118811; 0.9081632653061225; 0.8725598935226264; 0.8494623655913979; 0.9518072289156626; 0.8637540817475509; 0.896969696969697; 0.9507494646680942; 0.893931433364975
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; 4; ipca_diff; svd; 536; 178; 178; 0.600896860986547; 0.19955156950672645; 0.19955156950672645; [0.87037037 0.84259259 0.86111111 0.91509434 0.91509434]; 0.8370786516853933; 0.8932584269662921; 0.9013452914798207; 0.927007299270073; 0.9477611940298507; 0.9253731343283582; 0.8449197860962567; 0.8977272727272727; 0.8377525252525252; 0.900523560209424; 0.9662921348314607; 0.8932584269662922; 0.9049676025917925; 0.9415730337078652; 0.9014352864288766
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.825      0.85833333 0.775      0.85       0.83050847]; 0.8693467336683417; 0.8442211055276382; 0.8905622489959839; 0.9121621621621622; 0.903010033444816; 0.9130434782608695; 0.8849557522123893; 0.9523809523809523; 0.8644883485309018; 0.8457711442786071; 0.9239130434782609; 0.84980698902885; 0.8930323846908734; 0.9173387096774194; 0.8906693548387097
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; 4; ipca_diff; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.54385965 0.55263158 0.57894737 0.65178571 0.60714286]; 0.526595744680851; 0.5106382978723404; 0.7484076433121019; 0.9027777777777778; 0.9187279151943463; 0.901060070671378; 0.5082872928176796; 0.5542168674698795; 0.5294893861158921; 0.5208333333333334; 0.5208333333333334; 0.5104166666666667; 0.7502634351949421; 0.7705627705627706; 0.7488230519480519
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; 4; ipca_diff; svdn; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.47727273 0.52272727 0.5        0.45384615 0.61538462]; 0.518348623853211; 0.5137614678899083; 0.8067765567765568; 1.0; 1.0; 1.0; 0.5374449339207048; 0.5596330275229358; 0.518348623853211; 0.5583333333333333; 0.5491803278688525; 0.5089651639344263; 0.8121104185218165; 0.815742397137746; 0.8065578777433571
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 664; 221; 221; 0.6003616636528029; 0.19981916817359854; 0.19981916817359854; [0.52238806 0.50746269 0.4469697  0.45454545 0.53787879]; 0.5113122171945701; 0.5113122171945701; 0.8028933092224232; 0.9969879518072289; 0.9969879518072289; 0.9969879518072289; 0.5135135135135135; 0.5327102803738317; 0.5119691752746351; 0.5609756097560975; 0.5702479338842975; 0.5051239669421488; 0.8074204946996466; 0.8160714285714286; 0.8027243589743589
svm_model_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; 4; ipca_diff; svdne; 656; 218; 218; 0.6007326007326007; 0.19963369963369965; 0.19963369963369965; [0.95454545 0.87878788 0.89393939 0.92307692 0.88461538]; 0.8302752293577982; 0.8348623853211009; 0.8782051282051282; 0.9145299145299145; 0.9786585365853658; 0.9085365853658536; 0.846473029045643; 0.9714285714285714; 0.8352718078381796; 0.8512396694214875; 0.944954128440367; 0.8348623853211009; 0.8877637130801688; 0.9704797047970479; 0.8788762160348876
ensemble_model_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; 4; ipca_diff; svdne; 704; 234; 234; 0.6006825938566553; 0.19965870307167236; 0.19965870307167236; [0.92957746 0.94366197 0.89285714 0.93571429 0.89285714]; 0.8504273504273504; 0.8290598290598291; 0.9104095563139932; 0.9586776859504132; 0.9886363636363636; 0.9573863636363638; 0.8669201520912548; 0.9421487603305785; 0.8471805748555548; 0.8529411764705882; 0.943089430894309; 0.8228960667985057; 0.9167327517842981; 0.9697986577181208; 0.9093784955257271
ensemble_model_v2_N32_B134_E166_nb_zones_4_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 534; 178; 178; 0.6; 0.2; 0.2; [0.90740741 0.84259259 0.87735849 0.91509434 0.90566038]; 0.8764044943820225; 0.8876404494382022; 0.9292134831460674; 0.9618874773139746; 0.9925093632958801; 0.9606741573033708; 0.8690476190476191; 0.8488372093023255; 0.8755055611729019; 0.8795180722891567; 0.8690476190476191; 0.8866514690982776; 0.9288135593220338; 0.9405034324942791; 0.9294128641500093
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; 6; ipca_diff; svd; 876; 292; 292; 0.6; 0.2; 0.2; [0.875      0.86931818 0.89204545 0.8908046  0.85632184]; 0.8321917808219178; 0.8458904109589042; 0.9321917808219178; 0.9943246311010215; 1.0; 0.9942922374429224; 0.832764505119454; 0.8905109489051095; 0.8355780550977161; 0.8553054662379421; 0.869281045751634; 0.8447124653218602; 0.9333333333333333; 0.9519230769230769; 0.9322456914670029
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; 6; ipca_diff; svd; 852; 284; 284; 0.6; 0.2; 0.2; [0.81976744 0.86470588 0.87058824 0.81764706 0.88823529]; 0.897887323943662; 0.8380281690140845; 0.9183098591549296; 0.9532497149372862; 0.9812206572769953; 0.9518779342723004; 0.888888888888889; 0.8721804511278195; 0.8963551262261614; 0.8380281690140845; 0.8947368421052632; 0.8414081561519694; 0.9184247538677919; 0.9436416184971098; 0.9189361938639395
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.90322581 0.91397849 0.88043478 0.89673913 0.90217391]; 0.8928571428571429; 0.8571428571428571; 0.9071428571428571; 0.9285714285714286; 0.9285714285714286; 0.9285714285714286; 0.8952380952380953; 0.9463087248322147; 0.8945380102148496; 0.8658536585365855; 0.9044585987261147; 0.8562028092968321; 0.9087428206764518; 0.9270833333333334; 0.9071945164075994
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; 6; ipca_diff; svdn; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.44210526 0.52631579 0.52105263 0.4893617  0.59042553]; 0.49523809523809526; 0.5365079365079365; 0.5222081218274112; 0.5667311411992264; 0.6194503171247357; 0.5264270613107823; 0.5167173252279635; 0.5089820359281437; 0.4943558828289367; 0.535031847133758; 0.56; 0.5375757575757576; 0.5509838998211091; 0.5848101265822785; 0.5220488291944472
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; 6; ipca_diff; svdn; 782; 260; 260; 0.6006144393241167; 0.19969278033794163; 0.19969278033794163; [0.5443038  0.63461538 0.55128205 0.53205128 0.50641026]; 0.49615384615384617; 0.5; 0.7972350230414746; 0.9961489088575096; 0.9923273657289002; 0.9961636828644501; 0.5559322033898304; 0.6612903225806451; 0.5034392789373814; 0.5422535211267605; 0.6111111111111112; 0.5033167495854063; 0.8055964653902798; 0.8533541341653667; 0.7980840262354821
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.55263158 0.52631579 0.5        0.51052632 0.51052632]; 0.4936708860759494; 0.5063291139240507; 0.7970922882427307; 0.9947312961011593; 0.9936842105263158; 0.9947368421052633; 0.5061728395061728; 0.4939759036144578; 0.4936546184738955; 0.5185185185185186; 0.535031847133758; 0.5065096342587029; 0.7989981214777707; 0.7994987468671679; 0.7970708020050127
svm_model_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; 6; ipca_diff; svdne; 782; 260; 260; 0.6006144393241167; 0.19969278033794163; 0.19969278033794163; [0.89240506 0.92948718 0.94871795 0.94230769 0.89102564]; 0.8384615384615385; 0.8538461538461538; 0.8993855606758833; 0.937269372693727; 0.9744245524296675; 0.9347826086956521; 0.8306451612903226; 0.7923076923076923; 0.8384615384615384; 0.8467741935483871; 0.8015267175572519; 0.8542517308716492; 0.8999236058059588; 0.9033742331288344; 0.899379424256725
ensemble_model_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; 6; ipca_diff; svdne; 988; 329; 329; 0.6002430133657352; 0.19987849331713245; 0.19987849331713245; [0.89393939 0.91919192 0.91919192 0.92929293 0.92346939]; 0.817629179331307; 0.8358662613981763; 0.9082624544349939; 0.9627391742195367; 0.9676113360323887; 0.9625506072874495; 0.8224852071005918; 0.8580246913580247; 0.81823390256524; 0.8439306358381503; 0.874251497005988; 0.835273896651142; 0.9099582587954681; 0.9270959902794653; 0.9082624544349939
ensemble_model_v2_N32_B134_E166_nb_zones_6_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 946; 315; 315; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.93157895 0.92631579 0.91052632 0.89361702 0.89893617]; 0.8412698412698413; 0.834920634920635; 0.9124365482233503; 0.9621848739495799; 0.9682875264270613; 0.9619450317124735; 0.8546511627906977; 0.9245283018867925; 0.8404692791485244; 0.8555555555555556; 0.9390243902439024; 0.8304393474398319; 0.9166666666666666; 0.9535175879396985; 0.9120152042262595
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; 8; ipca_diff; svd; 1182; 394; 394; 0.6; 0.2; 0.2; [0.85714286 0.88135593 0.86016949 0.90254237 0.86440678]; 0.8223350253807107; 0.868020304568528; 0.8720812182741117; 0.8925619834710743; 0.9137055837563451; 0.8900169204737732; 0.8529411764705883; 0.9902439024390244; 0.8152277713253324; 0.8807339449541285; 0.9846153846153847; 0.8691921144182451; 0.8812441093308201; 0.9434914228052472; 0.8716435663566583
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; 8; ipca_diff; svd; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.83928571 0.84684685 0.85585586 0.81981982 0.82432432]; 0.8729729729729729; 0.8837837837837837; 0.908207343412527; 0.9285714285714285; 0.935251798561151; 0.9280575539568345; 0.863768115942029; 0.8764705882352941; 0.873235294117647; 0.8927680798004988; 0.895; 0.8827941176470588; 0.9088960342979634; 0.9157667386609071; 0.9082073434125271
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 1134; 378; 378; 0.6; 0.2; 0.2; [0.89473684 0.87280702 0.9159292  0.87610619 0.90707965]; 0.8677248677248677; 0.8597883597883598; 0.9047619047619048; 0.9332176929748481; 0.9488536155202821; 0.9320987654320987; 0.8730964467005077; 0.9148936170212766; 0.867973124300112; 0.8735083532219571; 0.9631578947368421; 0.8592385218365063; 0.9084435401831129; 0.944973544973545; 0.9047619047619048
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; 8; ipca_diff; svdn; 1080; 360; 360; 0.6; 0.2; 0.2; [0.53240741 0.49074074 0.53703704 0.55555556 0.51851852]; 0.4861111111111111; 0.5416666666666666; 0.7094444444444444; 0.840552995391705; 0.8444444444444444; 0.8398148148148149; 0.48753462603878117; 0.5057471264367817; 0.4867445309603263; 0.5599999999999999; 0.5675675675675675; 0.5409266409266409; 0.71279516749039; 0.7219132369299222; 0.7094582832818312
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; 8; ipca_diff; svdn; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.50438596 0.49561404 0.50438596 0.55263158 0.55309735]; 0.48812664907651715; 0.44327176781002636; 0.7863924050632911; 1.0; 1.0; 1.0; 0.47567567567567565; 0.4835164835164835; 0.48795113515925703; 0.45478036175710596; 0.4631578947368421; 0.4432191590086327; 0.7862796833773087; 0.7917109458023379; 0.7864313891315354
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.52941176 0.49576271 0.55084746 0.48728814 0.53813559]; 0.5456852791878173; 0.565989847715736; 0.8152284263959391; 0.988195615514334; 0.9915397631133672; 0.9881556683587139; 0.5686746987951807; 0.59; 0.5449999999999999; 0.5819070904645477; 0.6102564102564103; 0.5664347377915218; 0.8189054726368159; 0.834685598377282; 0.8152086528471776
svm_model_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; 8; ipca_diff; svdne; 1116; 372; 372; 0.6; 0.2; 0.2; [0.85267857 0.88392857 0.86607143 0.84684685 0.89189189]; 0.8494623655913979; 0.8440860215053764; 0.8596774193548387; 0.8778054862842893; 0.946236559139785; 0.8682795698924731; 0.8606965174129352; 0.9010416666666666; 0.8477430555555555; 0.8564356435643563; 0.9251336898395722; 0.8436479260008672; 0.8700846192135392; 0.9327641408751334; 0.859123132192713
ensemble_model_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; 8; ipca_diff; svdne; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.91101695 0.89830508 0.90598291 0.88461538 0.90598291]; 0.8491048593350383; 0.8363171355498721; 0.8916155419222904; 0.9262634631317316; 0.9522998296422487; 0.924190800681431; 0.859857482185273; 0.9526315789473684; 0.8519376800209479; 0.8518518518518519; 0.9108910891089109; 0.8337524228613338; 0.8970873786407767; 0.9438202247191011; 0.8915621082653847
ensemble_model_v2_N32_B134_E166_nb_zones_8_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 1118; 372; 372; 0.6004296455424275; 0.19978517722878625; 0.19978517722878625; [0.86160714 0.85267857 0.91071429 0.87053571 0.85585586]; 0.8279569892473119; 0.8198924731182796; 0.8909774436090225; 0.936952714535902; 0.9570661896243292; 0.9355992844364939; 0.8171428571428573; 0.8125; 0.8271683673469388; 0.8194070080862534; 0.7916666666666666; 0.8208333333333332; 0.8910359634997315; 0.895361380798274; 0.8909961984205274
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; 10; ipca_diff; svd; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.88333333 0.87919463 0.86912752 0.89261745 0.87919463]; 0.8597285067873304; 0.8461538461538461; 0.8884680134680135; 0.9111257406188281; 0.9276139410187667; 0.9095174262734584; 0.8646288209606987; 0.9; 0.8599099099099099; 0.8521739130434782; 0.8828828828828829; 0.845986895986896; 0.8912597455888387; 0.9141414141414141; 0.8884680134680134
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; 10; ipca_diff; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.87741935 0.87096774 0.86451613 0.85483871 0.90584416]; 0.8599033816425121; 0.8719806763285024; 0.8893097643097643; 0.9053549190535491; 0.9392764857881137; 0.9018087855297157; 0.857843137254902; 0.8928571428571429; 0.8615661861074705; 0.8814317673378077; 0.9036697247706422; 0.8702022093240966; 0.8931328728159283; 0.9250841750841751; 0.8893097643097644
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.875      0.88782051 0.8974359  0.85897436 0.86774194]; 0.8166259168704156; 0.8410757946210269; 0.9078282828282829; 0.9501577287066246; 0.9666238767650834; 0.9492939666238768; 0.8351648351648352; 0.8837209302325582; 0.8129944857348358; 0.836272040302267; 0.8556701030927835; 0.8417885399184848; 0.9101354123922856; 0.9335016835016835; 0.9078282828282828
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; 10; ipca_diff; svdn; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.55806452 0.49354839 0.56451613 0.50324675 0.54545455]; 0.5349397590361445; 0.5373493975903615; 0.5858585858585859; 0.6253908692933083; 0.6468305304010349; 0.61254851228978; 0.5542725173210162; 0.5825242718446602; 0.535281274678311; 0.5534883720930232; 0.569377990430622; 0.5371161796813304; 0.6003249390739236; 0.6220538720538721; 0.5858585858585859
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; 10; ipca_diff; svdn; 1452; 484; 484; 0.6; 0.2; 0.2; [0.54109589 0.52068966 0.55862069 0.4862069  0.50689655]; 0.49783549783549785; 0.5324675324675324; 0.8114478114478114; 1.0; 1.0; 1.0; 0.5; 0.5248868778280543; 0.49895796173560386; 0.5537190082644627; 0.5560165975103735; 0.5314019639135578; 0.8133333333333334; 0.8215488215488216; 0.8114478114478114
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.53333333 0.51342282 0.49328859 0.51677852 0.56375839]; 0.502262443438914; 0.5158371040723982; 0.8131313131313131; 0.9932885906040269; 0.9919571045576407; 0.9932975871313673; 0.4711538461538462; 0.43946188340807174; 0.502835964535086; 0.49047619047619045; 0.4703196347031963; 0.5154288756475623; 0.8091143594153052; 0.7920875420875421; 0.813131313131313
svm_model_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; 10; ipca_diff; svdne; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.88732394 0.88028169 0.88297872 0.87588652 0.85815603]; 0.8704883227176221; 0.8662420382165605; 0.900679117147708; 0.9231843575418995; 0.9349363507779349; 0.9222065063649222; 0.8571428571428571; 0.8243243243243243; 0.8679854553348529; 0.8716904276985744; 0.8594377510040161; 0.866655812438945; 0.9004255319148936; 0.8981324278438031; 0.9006791171477079
ensemble_model_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; 10; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.9020979  0.84615385 0.8951049  0.87062937 0.87412587]; 0.813953488372093; 0.8266384778012685; 0.8876262626262627; 0.9322152341020266; 0.9328671328671329; 0.9321678321678321; 0.8382352941176471; 0.9047619047619048; 0.8075845722904545; 0.8353413654618473; 0.9411764705882353; 0.8336834733893557; 0.8920339668418925; 0.9284511784511784; 0.8876262626262625
ensemble_model_v2_N32_B134_E166_nb_zones_10_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.87096774 0.86129032 0.91290323 0.86129032 0.87096774]; 0.8765133171912833; 0.8692493946731235; 0.9010942760942761; 0.918648310387985; 0.9470967741935484; 0.9161290322580646; 0.8822170900692841; 0.9095238095238095; 0.8759441707717569; 0.8708133971291867; 0.896551724137931; 0.869704433497537; 0.9040424663127807; 0.9318181818181818; 0.901094276094276
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; 12; ipca_diff; svd; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.87837838 0.88378378 0.82065217 0.85326087 0.85869565]; 0.924812030075188; 0.9398496240601504; 0.8952020202020202; 0.8911599386816556; 0.9457700650759219; 0.8844902386117137; 0.921875; 0.9007633587786259; 0.9244557534633872; 0.9416058394160584; 0.9555555555555556; 0.9396098388464802; 0.8998793727382389; 0.9419191919191919; 0.8952020202020202
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; 12; ipca_diff; svd; 1632; 544; 544; 0.6; 0.2; 0.2; [0.8597561  0.90184049 0.89263804 0.89877301 0.90184049]; 0.803763440860215; 0.8172043010752689; 0.8859427609427609; 0.9218750000000001; 0.9399509803921569; 0.920343137254902; 0.8073878627968337; 0.8138297872340425; 0.8036540240518038; 0.8191489361702128; 0.8369565217391305; 0.8174144310823311; 0.8879702356345598; 0.9040404040404041; 0.8859427609427609
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svd; 32; 134; 166; zones; ipca_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.88700565 0.88700565 0.84375    0.84090909 0.89488636]; 0.9019607843137255; 0.8758169934640523; 0.9212962962962963; 0.9343629343629345; 0.9603174603174603; 0.9325396825396826; 0.9090909090909091; 0.9202453987730062; 0.9006821399459436; 0.8758169934640523; 0.9370629370629371; 0.8795744133167447; 0.9236423029808085; 0.952020202020202; 0.9212962962962963
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; 12; ipca_diff; svdn; 1794; 598; 598; 0.6; 0.2; 0.2; [0.51111111 0.52777778 0.48882682 0.50837989 0.49441341]; 0.5326460481099656; 0.563573883161512; 0.5728114478114478; 0.6071055381400209; 0.6477146042363434; 0.5808249721293199; 0.5555555555555556; 0.5821917808219178; 0.5324752007557865; 0.6018808777429467; 0.6620689655172414; 0.5639111950873879; 0.6002363135092557; 0.6414141414141414; 0.5728114478114479
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; 12; ipca_diff; svdn; 1880; 626; 626; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.48404255 0.48138298 0.54255319 0.53191489 0.52659574]; 0.5120967741935484; 0.5040322580645161; 0.8973063973063973; 1.0; 1.0; 1.0; 0.5328185328185329; 0.552; 0.5117723577235773; 0.5099601593625498; 0.5203252032520326; 0.5041626016260163; 0.897907949790795; 0.9031986531986532; 0.8973063973063973
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svdn; 32; 134; 166; zones; ipca_diff; svdn; 1800; 600; 600; 0.6; 0.2; 0.2; [0.53888889 0.51944444 0.53611111 0.53888889 0.51666667]; 0.4548611111111111; 0.5347222222222222; 0.8686868686868687; 0.9883527454242927; 0.99; 0.9883333333333334; 0.4852459016393442; 0.5362318840579711; 0.45811594202898553; 0.5732484076433121; 0.6; 0.5318840579710145; 0.8711808422791082; 0.8880471380471381; 0.8686868686868686
svm_model_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; 12; ipca_diff; svdne; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.87078652 0.8988764  0.86158192 0.84180791 0.85028249]; 0.8837209302325582; 0.9003322259136213; 0.88510101010101; 0.8890074706510139; 0.939120631341601; 0.882750845546787; 0.8888888888888888; 0.8860759493670886; 0.8835974152429849; 0.8986486486486487; 0.9300699300699301; 0.9017438257944587; 0.8901408450704225; 0.930976430976431; 0.8851010101010102
ensemble_model_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; 12; ipca_diff; svdne; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.88108108 0.86486486 0.86216216 0.86684783 0.86413043]; 0.8264150943396227; 0.8679245283018868; 0.9065656565656566; 0.9260618772941793; 0.9566630552546046; 0.9236186348862406; 0.8296296296296297; 0.8615384615384616; 0.8270655270655272; 0.8698884758364313; 0.8666666666666667; 0.867948717948718; 0.909239574816026; 0.936026936026936; 0.9065656565656567
ensemble_model_v2_N32_B134_E166_nb_zones_12_ipca_diff_svdne; 32; 134; 166; zones; ipca_diff; svdne; 1908; 636; 636; 0.6; 0.2; 0.2; [0.85340314 0.89528796 0.90575916 0.89528796 0.91315789]; 0.8376068376068376; 0.8632478632478633; 0.9221380471380471; 0.9403836184551582; 0.950733752620545; 0.939727463312369; 0.8455284552845528; 0.9203539823008849; 0.8403422804066409; 0.875968992248062; 0.9338842975206612; 0.8607474584948439; 0.9239621866009042; 0.9461279461279462; 0.9221380471380471
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; 4; ipca_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [0.84745763 0.8220339  0.75862069 0.84482759 0.78448276]; 0.8402061855670103; 0.8195876288659794; 0.8199588477366255; 0.7907869481765835; 0.7054794520547946; 0.8133561643835616; 0.8410256410256411; 0.8282828282828283; 0.8404572036150983; 0.8241206030150754; 0.7522935779816514; 0.8290879654614138; 0.8087431693989071; 0.74; 0.8223305084745762
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; 4; ipca_diff; svd; 600; 200; 200; 0.6; 0.2; 0.2; [0.81666667 0.8        0.75833333 0.76666667 0.775     ]; 0.865; 0.845; 0.846; 0.8415841584158417; 0.85; 0.8400000000000001; 0.864321608040201; 0.9885057471264368; 0.8792086257756078; 0.848780487804878; 0.9354838709677419; 0.8509195055773289; 0.8475247524752475; 0.8916666666666667; 0.8477564102564102
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.8359375  0.85714286 0.83333333 0.80952381 0.86507937]; 0.8571428571428571; 0.8333333333333334; 0.8859315589353612; 0.9144634525660964; 0.930379746835443; 0.9129746835443038; 0.8499999999999999; 0.8333333333333334; 0.8564814814814816; 0.832535885167464; 0.8207547169811321; 0.8334542815674892; 0.8859315589353611; 0.8893129770992366; 0.885944367337497
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; 4; ipca_diff; svdn; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.48076923 0.55769231 0.58653846 0.50961538 0.59803922]; 0.47674418604651164; 0.5058139534883721; 0.7958236658932715; 0.9980657640232108; 0.9961389961389961; 0.9980694980694981; 0.5161290322580645; 0.5161290322580645; 0.47325438954675375; 0.5502645502645502; 0.5652173913043478; 0.5013586956521738; 0.8026905829596414; 0.8063063063063063; 0.7954976507608086
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; 4; ipca_diff; svdn; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.50943396 0.5        0.45283019 0.47169811 0.41509434]; 0.5284090909090909; 0.44886363636363635; 0.7959183673469388; 1.0; 1.0; 1.0; 0.5363128491620112; 0.5274725274725275; 0.5284421460892049; 0.46408839779005523; 0.5185185185185185; 0.4539961013645224; 0.797752808988764; 0.8123569794050344; 0.7960661301519553
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.55932203 0.46551724 0.51724138 0.49137931 0.56034483]; 0.520618556701031; 0.4329896907216495; 0.7855670103092783; 0.991364421416235; 0.9862542955326461; 0.9914089347079038; 0.5326633165829145; 0.53; 0.5203191489361703; 0.4086021505376344; 0.40425531914893614; 0.4321276595744681; 0.7842323651452283; 0.7793814432989691; 0.7855670103092782
svm_model_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; 4; ipca_diff; svdne; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.87037037 0.82407407 0.86111111 0.87962963 0.86792453]; 0.8100558659217877; 0.8547486033519553; 0.8549107142857143; 0.8797250859106529; 0.9516728624535316; 0.8698884758364313; 0.8152173913043478; 0.8620689655172413; 0.8114692653673165; 0.858695652173913; 0.9186046511627907; 0.8571517879469867; 0.863157894736842; 0.9276018099547512; 0.8558713895588734
ensemble_model_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; 4; ipca_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.85384615 0.83846154 0.79230769 0.83846154 0.87692308]; 0.8055555555555556; 0.7916666666666666; 0.865988909426987; 0.9104938271604938; 0.9076923076923077; 0.9107692307692308; 0.8157894736842106; 0.7815126050420168; 0.8082820757168847; 0.784688995215311; 0.7387387387387387; 0.7931788931788931; 0.8663594470046083; 0.8468468468468469; 0.8664974272184898
ensemble_model_v2_N32_B168_E200_nb_zones_4_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.94545455 0.93636364 0.87272727 0.9        0.89090909]; 0.8579234972677595; 0.8032786885245902; 0.8930131004366813; 0.9366197183098591; 0.9672727272727273; 0.9345454545454546; 0.8602150537634408; 0.9090909090909091; 0.8598086124401914; 0.8252427184466019; 0.8585858585858586; 0.7983405483405484; 0.8979166666666666; 0.9329004329004329; 0.8926616701947098
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; 6; ipca_diff; svd; 864; 288; 288; 0.6; 0.2; 0.2; [0.79310345 0.84482759 0.75       0.87209302 0.81976744]; 0.8854166666666666; 0.8611111111111112; 0.8395833333333333; 0.8267543859649122; 0.8726851851851852; 0.8171296296296295; 0.8932038834951457; 0.9452054794520548; 0.8845745707119429; 0.8620689655172414; 0.9057971014492754; 0.8628985507246377; 0.8471211118464592; 0.8938547486033519; 0.8398831754066483
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; 6; ipca_diff; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.83684211 0.85638298 0.89893617 0.88297872 0.82446809]; 0.8662420382165605; 0.821656050955414; 0.8942675159235669; 0.9279661016949153; 0.9299363057324841; 0.9278131634819533; 0.86875; 0.8475609756097561; 0.8671138211382114; 0.8282208588957056; 0.8598726114649682; 0.821656050955414; 0.8955974842767296; 0.898989898989899; 0.8942250266157722
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.87356322 0.83908046 0.85057471 0.83139535 0.81395349]; 0.8298611111111112; 0.8680555555555556; 0.8925104022191401; 0.9205607476635514; 0.9099307159353349; 0.9214780600461894; 0.8304498269896193; 0.8571428571428571; 0.8305984555984556; 0.8716216216216216; 0.9020979020979021; 0.8682903303592959; 0.8924358084663429; 0.8980446927374302; 0.8925485171676131
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; 6; ipca_diff; svdn; 894; 298; 298; 0.6; 0.2; 0.2; [0.43888889 0.48333333 0.52247191 0.51123596 0.51685393]; 0.48322147651006714; 0.5100671140939598; 0.5154362416107383; 0.5452586206896552; 0.5659955257270693; 0.5279642058165548; 0.493421052631579; 0.5033557046979866; 0.48322147651006714; 0.535031847133758; 0.5675675675675675; 0.5104504504504505; 0.5329883570504527; 0.553763440860215; 0.5154876185534318
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; 6; ipca_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.46067416 0.48314607 0.5        0.48295455 0.49431818]; 0.49491525423728816; 0.47796610169491527; 0.7947154471544715; 1.0; 1.0; 1.0; 0.4914675767918089; 0.496551724137931; 0.4949425287356322; 0.4726027397260274; 0.4726027397260274; 0.47791210811804724; 0.7940176750509856; 0.7956403269754768; 0.7947204330295174
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.44318182 0.53448276 0.48850575 0.50574713 0.52873563]; 0.5137931034482759; 0.503448275862069; 0.8016528925619835; 0.9965714285714287; 1.0; 0.9965596330275229; 0.5121107266435986; 0.5034013605442177; 0.5139384425098711; 0.503448275862069; 0.5; 0.5034722222222222; 0.8019257221458046; 0.7997256515775034; 0.8016608894125415
svm_model_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; 6; ipca_diff; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.84065934 0.89010989 0.83333333 0.81111111 0.85      ]; 0.8571428571428571; 0.8205980066445183; 0.8432934926958832; 0.8487486398258977; 0.8628318584070797; 0.8462389380530974; 0.8608414239482199; 0.8525641025641025; 0.857316534040672; 0.8312499999999999; 0.8159509202453987; 0.821018938383569; 0.8475452196382428; 0.8508430609597925; 0.8431086053098282
ensemble_model_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; 6; ipca_diff; svdne; 1028; 342; 342; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.81553398 0.83980583 0.83980583 0.87864078 0.83333333]; 0.8654970760233918; 0.8654970760233918; 0.8995327102803738; 0.92; 0.8949416342412452; 0.9221789883268482; 0.8700564971751412; 0.9166666666666666; 0.8663793103448276; 0.8756756756756757; 0.9310344827586207; 0.8643267651888341; 0.9002320185614848; 0.9065420560747663; 0.8995327102803738
ensemble_model_v2_N32_B168_E200_nb_zones_6_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.90909091 0.89772727 0.89772727 0.84659091 0.90229885]; 0.815068493150685; 0.8493150684931506; 0.8891928864569083; 0.9280898876404494; 0.9407744874715261; 0.9271070615034168; 0.8333333333333333; 0.9183673469387755; 0.8143560872624911; 0.8571428571428571; 0.9496402877697842; 0.8539051112051534; 0.8935611038107752; 0.9379310344827586; 0.8895896692088148
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; 8; ipca_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.87083333 0.88333333 0.8375     0.89915966 0.88655462]; 0.8467336683417085; 0.8266331658291457; 0.8594377510040161; 0.8807631160572337; 0.9264214046822743; 0.8745819397993312; 0.8571428571428572; 0.9242424242424242; 0.8471212121212122; 0.8261964735516373; 0.8677248677248677; 0.828599275967697; 0.8655139289145053; 0.9147208121827411; 0.8600416374717081
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; 8; ipca_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.85416667 0.88655462 0.83193277 0.83193277 0.85714286]; 0.8866498740554156; 0.8136020151133502; 0.8635448136958711; 0.8768233387358184; 0.9077181208053692; 0.8724832214765101; 0.8854961832061069; 0.9157894736842105; 0.8878464276633613; 0.821256038647343; 0.8374384236453202; 0.8130491087298766; 0.8672219500244978; 0.8948432760364005; 0.8636703842569164
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 1094; 364; 364; 0.6004390779363337; 0.19978046103183314; 0.19978046103183314; [0.8        0.76363636 0.81651376 0.7706422  0.81192661]; 0.8873626373626373; 0.9120879120879121; 0.884742041712404; 0.8807658833768495; 0.9250457038391224; 0.8747714808043875; 0.8962025316455695; 0.9567567567567568; 0.8861996074286577; 0.9157894736842106; 0.9405405405405406; 0.9116110523931753; 0.8908523908523908; 0.9345692475463467; 0.8844116955963778
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; 8; ipca_diff; svdn; 1212; 404; 404; 0.6; 0.2; 0.2; [0.46721311 0.52479339 0.54545455 0.52066116 0.5661157 ]; 0.4801980198019802; 0.5297029702970297; 0.5440594059405941; 0.5788197251414713; 0.5907590759075908; 0.5701320132013201; 0.467005076142132; 0.4623115577889447; 0.4799362666993504; 0.5320197044334976; 0.5242718446601942; 0.5298126900068647; 0.5478645066273932; 0.5519287833827893; 0.5440516067558149
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; 8; ipca_diff; svdn; 1164; 388; 388; 0.6; 0.2; 0.2; [0.52991453 0.53418803 0.49137931 0.53448276 0.48275862]; 0.5489690721649485; 0.5283505154639175; 0.8154639175257732; 1.0; 1.0; 1.0; 0.5430809399477807; 0.5445026178010471; 0.548901055093417; 0.5246753246753246; 0.5153061224489796; 0.5284863945578232; 0.8146997929606625; 0.8121775025799793; 0.8154605329583727
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.50413223 0.5        0.51652893 0.45867769 0.51239669]; 0.5508684863523573; 0.5186104218362283; 0.8090277777777778; 0.9917355371900827; 0.9917355371900827; 0.9917355371900827; 0.5574572127139364; 0.5507246376811594; 0.5508725229222123; 0.522167487684729; 0.5353535353535354; 0.5188962798718897; 0.8098765432098766; 0.8118811881188119; 0.8090221049937996
svm_model_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; 8; ipca_diff; svdne; 1278; 426; 426; 0.6; 0.2; 0.2; [0.81640625 0.86328125 0.89453125 0.82421875 0.87795276]; 0.8591549295774648; 0.8427230046948356; 0.8535211267605634; 0.8664259927797834; 0.9389671361502347; 0.8552425665101722; 0.8543689320388349; 0.8148148148148148; 0.8597883597883598; 0.8514412416851441; 0.8609865470852018; 0.8418233228036847; 0.8612099644128114; 0.8979591836734694; 0.852971987273997
ensemble_model_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; 8; ipca_diff; svdne; 1120; 373; 373; 0.6002143622722401; 0.19989281886387997; 0.19989281886387997; [0.87053571 0.85714286 0.83482143 0.83482143 0.86160714]; 0.8820375335120644; 0.8445040214477212; 0.8719185423365488; 0.8777876895628902; 0.8785714285714286; 0.8776785714285714; 0.8957345971563981; 0.9402985074626866; 0.8771259979173898; 0.8512820512820513; 0.9120879120879121; 0.8460963120648984; 0.8763579927573719; 0.8981972428419936; 0.8716338326886025
ensemble_model_v2_N32_B168_E200_nb_zones_8_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.87083333 0.83333333 0.83613445 0.85714286 0.80672269]; 0.8517587939698492; 0.8517587939698492; 0.8763819095477386; 0.8974358974358975; 0.9380234505862647; 0.8927973199329983; 0.8598574821852732; 0.8786407766990292; 0.8507787216828478; 0.8550368550368549; 0.8656716417910447; 0.8516175467838472; 0.8815028901734104; 0.9113545816733067; 0.8760626863741787
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; 10; ipca_diff; svd; 1500; 500; 500; 0.6; 0.2; 0.2; [0.85333333 0.86666667 0.83333333 0.77333333 0.85666667]; 0.863013698630137; 0.8744292237442922; 0.8501683501683501; 0.842174197773412; 0.8573333333333333; 0.8393333333333334; 0.8723404255319149; 0.9360730593607306; 0.8630136986301369; 0.8842105263157896; 0.958904109589041; 0.8744292237442921; 0.8559870550161812; 0.8905723905723906; 0.8501683501683502
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; 10; ipca_diff; svd; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [0.84394904 0.85897436 0.84294872 0.85897436 0.80769231]; 0.8746928746928747; 0.8329238329238329; 0.8737373737373737; 0.8883405305367058; 0.9218950064020487; 0.884122919334187; 0.88; 0.8779342723004695; 0.8745341464595131; 0.8247422680412371; 0.8247422680412371; 0.8325589274478487; 0.876746096959737; 0.8981481481481481; 0.8737373737373737
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.82903226 0.84516129 0.79677419 0.82903226 0.86038961]; 0.8526570048309179; 0.8647342995169082; 0.8787878787878788; 0.8918406072106262; 0.9108527131782945; 0.8895348837209301; 0.8551068883610451; 0.8780487804878049; 0.8528999883300268; 0.8660287081339713; 0.8660287081339713; 0.8647216711401563; 0.88099173553719; 0.8973063973063973; 0.8787878787878788
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; 10; ipca_diff; svdn; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.48639456 0.52380952 0.51020408 0.54081633 0.51027397]; 0.5154185022026432; 0.5110132158590308; 0.6961279461279462; 0.8022598870056498; 0.773841961852861; 0.8092643051771117; 0.5299145299145299; 0.5188284518828452; 0.5152281794297947; 0.4908256880733945; 0.49767441860465117; 0.5103434854529532; 0.6887931034482758; 0.6725589225589226; 0.6961279461279462
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; 10; ipca_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.50328947 0.48344371 0.51655629 0.45364238 0.50331126]; 0.5162037037037037; 0.5069444444444444; 0.8223905723905723; 1.0; 1.0; 1.0; 0.5282167042889391; 0.5391705069124424; 0.5160968813631979; 0.49406175771971494; 0.48372093023255813; 0.5068374236416247; 0.8223905723905723; 0.8223905723905723; 0.8223905723905724
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; [0.52919708 0.44525547 0.51094891 0.47810219 0.51094891]; 0.5482456140350878; 0.5021929824561403; 0.8041191936897458; 0.989766081871345; 0.9883211678832117; 0.9897810218978103; 0.5654008438818565; 0.6063348416289592; 0.5499759314527776; 0.5357873210633946; 0.5695652173913044; 0.5015967679876876; 0.8082368082368082; 0.829225352112676; 0.8042287319027603
svm_model_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; 10; ipca_diff; svdne; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.86551724 0.82758621 0.83448276 0.87931034 0.86896552]; 0.8509719222462203; 0.8444924406047516; 0.8526936026936027; 0.8650742414460942; 0.9241379310344827; 0.8558620689655173; 0.8622754491017964; 0.8925619834710744; 0.8489959238622341; 0.8493723849372385; 0.918552036199095; 0.8477057701656631; 0.8615506329113923; 0.9166666666666666; 0.8526936026936026
ensemble_model_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; 10; ipca_diff; svdne; 1416; 472; 472; 0.6; 0.2; 0.2; [0.86971831 0.86971831 0.80633803 0.85460993 0.83333333]; 0.8877118644067796; 0.8686440677966102; 0.8758474576271187; 0.8797297297297297; 0.9194915254237288; 0.8742937853107344; 0.8916155419222903; 0.897119341563786; 0.8874242996028537; 0.8702928870292886; 0.9043478260869565; 0.8695292849443047; 0.8802615447486719; 0.9119390347163421; 0.8758168456024459
ensemble_model_v2_N32_B168_E200_nb_zones_10_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 1512; 504; 504; 0.6; 0.2; 0.2; [0.82894737 0.81456954 0.79470199 0.78145695 0.80463576]; 0.8657407407407407; 0.8773148148148148; 0.8754208754208754; 0.8793215916503588; 0.8915343915343915; 0.8776455026455027; 0.8535353535353535; 0.8086124401913876; 0.8639474757010749; 0.8747044917257684; 0.8295964125560538; 0.8789130388139119; 0.8741496598639455; 0.8653198653198653; 0.8754208754208754
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; 12; ipca_diff; svd; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.87150838 0.89944134 0.86797753 0.86797753 0.85393258]; 0.7668918918918919; 0.7905405405405406; 0.8472222222222222; 0.8711111111111112; 0.8789237668161435; 0.8699551569506726; 0.8011527377521614; 0.9391891891891891; 0.7668918918918917; 0.8218390804597702; 0.9662162162162162; 0.7905405405405406; 0.8545090180360722; 0.8973063973063973; 0.8472222222222222
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; 12; ipca_diff; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.85245902 0.81693989 0.81967213 0.8442623  0.83791209]; 0.8832116788321168; 0.8795620437956204; 0.8733164983164983; 0.8755274261603376; 0.9080962800875274; 0.8708971553610504; 0.8848920863309352; 0.8913043478260869; 0.8831521739130435; 0.8745247148288974; 0.8455882352941176; 0.8793158567774937; 0.8764874846122283; 0.898989898989899; 0.8733164983164984
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svd; 32; 168; 200; zones; ipca_diff; svd; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.83707865 0.84463277 0.87570621 0.84180791 0.86440678]; 0.8013245033112583; 0.847682119205298; 0.8665824915824916; 0.8852637302882; 0.9187358916478555; 0.8809255079006771; 0.7931034482758621; 0.7419354838709677; 0.8029405310511301; 0.8380281690140845; 0.8095238095238095; 0.8466973886328726; 0.8686282635723167; 0.8821548821548821; 0.8665824915824916
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; 12; ipca_diff; svdn; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.48245614 0.52046784 0.50292398 0.48245614 0.44117647]; 0.4880239520958084; 0.5059880239520959; 0.8585858585858586; 1.0; 1.0; 1.0; 0.48955223880597015; 0.4939759036144578; 0.4880593803786574; 0.46254071661237794; 0.4226190476190476; 0.5064902467010901; 0.8570212765957447; 0.8476430976430976; 0.8585858585858587
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; 12; ipca_diff; svdn; 1876; 625; 625; 0.600127959053103; 0.1999360204734485; 0.1999360204734485; [0.4893617  0.5212766  0.5106383  0.51871658 0.51604278]; 0.496; 0.58; 0.9027777777777778; 1.0; 1.0; 1.0; 0.496; 0.5040650406504065; 0.4961270085141796; 0.5882352941176471; 0.5905511811023622; 0.5798284360796363; 0.9029819403611928; 0.9048821548821548; 0.9027777777777777
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svdn; 32; 168; 200; zones; ipca_diff; svdn; 1666; 555; 555; 0.6001440922190202; 0.19992795389048992; 0.19992795389048992; [0.52694611 0.52095808 0.48203593 0.47891566 0.45180723]; 0.5352112676056338; 0.4253521126760563; 0.8392255892255892; 0.9922015596880625; 0.992797118847539; 0.9921968787515005; 0.5352112676056339; 0.5337078651685393; 0.5352155145051736; 0.4137931034482759; 0.4067796610169492; 0.42529994286802514; 0.8388185654008439; 0.8367003367003367; 0.8392255892255892
svm_model_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; 12; ipca_diff; svdne; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.84916201 0.86312849 0.8603352  0.88764045 0.85955056]; 0.8745762711864407; 0.8542372881355932; 0.8707912457912458; 0.8738187882156754; 0.8801791713325868; 0.8729003359462486; 0.8810289389067524; 0.9072847682119205; 0.8737812729948491; 0.8599348534201954; 0.9166666666666666; 0.8556843267108167; 0.8729830368225072; 0.8880471380471381; 0.8707912457912458
ensemble_model_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; 12; ipca_diff; svdne; 1836; 612; 612; 0.6; 0.2; 0.2; [0.83695652 0.85869565 0.82065217 0.84972678 0.82786885]; 0.8777777777777778; 0.8740740740740741; 0.8855218855218855; 0.8910154173312068; 0.9128540305010894; 0.8883442265795207; 0.8735632183908045; 0.9344262295081968; 0.8827536552946389; 0.8874172185430463; 0.9054054054054054; 0.8707354895879486; 0.8887070376432078; 0.9141414141414141; 0.8855218855218856
ensemble_model_v2_N32_B168_E200_nb_zones_12_ipca_diff_svdne; 32; 168; 200; zones; ipca_diff; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.87978142 0.85245902 0.86538462 0.82967033 0.85989011]; 0.8405797101449275; 0.8152173913043478; 0.8825757575757576; 0.9; 0.9078947368421053; 0.8991228070175438; 0.8523489932885907; 0.9407407407407408; 0.8427107959022853; 0.8327868852459016; 0.900709219858156; 0.8133175728920409; 0.8857961522717969; 0.9107744107744108; 0.8825757575757576
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; 4; svd_reconstruct; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.62068966 0.59482759 0.65517241 0.60344828 0.6754386 ]; 0.6770833333333334; 0.5833333333333334; 0.8513513513513513; 0.9982668977469671; 0.9965397923875432; 0.9982698961937716; 0.7816901408450705; 0.9823008849557522; 0.6114036070348381; 0.6747967479674798; 0.9880952380952381; 0.6283068783068784; 0.8708220415537489; 0.9917695473251029; 0.8498763703012069
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; 4; svd_reconstruct; svd; 506; 168; 168; 0.6009501187648456; 0.1995249406175772; 0.1995249406175772; [0.84313725 0.89215686 0.79411765 0.83       0.87      ]; 0.8511904761904762; 0.8154761904761905; 0.9323040380047506; 0.998019801980198; 0.9960474308300395; 0.9980237154150198; 0.876847290640394; 0.9888888888888889; 0.8405982905982906; 0.822857142857143; 0.935064935064935; 0.8246753246753247; 0.9354473386183465; 0.9833333333333333; 0.9324249605055293
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.85606061 0.89230769 0.88461538 0.90769231 0.88461538]; 0.7972350230414746; 0.7788018433179723; 0.9125230202578268; 0.9953917050691243; 0.9938650306748467; 0.995398773006135; 0.8119658119658119; 0.8636363636363636; 0.7963041631265931; 0.7647058823529411; 0.8387096774193549; 0.7862903225806452; 0.9127640036730945; 0.9395085066162571; 0.9132012910101033
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; 4; svd_reconstruct; svdn; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.88888889 0.84920635 0.92063492 0.90322581 0.85483871]; 0.7548076923076923; 0.8461538461538461; 0.9126679462571977; 0.9873417721518987; 0.9968051118210862; 0.9872204472843451; 0.7512195121951221; 0.7777777777777778; 0.755861365953109; 0.8350515463917527; 0.801980198019802; 0.8449153326547608; 0.9117361784675072; 0.9161793372319688; 0.9127210485781772
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; 4; svd_reconstruct; svdn; 644; 214; 214; 0.6007462686567164; 0.19962686567164178; 0.19962686567164178; [0.83846154 0.82307692 0.8671875  0.8359375  0.8515625 ]; 0.7242990654205608; 0.8037383177570093; 0.8815298507462687; 0.9607250755287009; 0.9875776397515528; 0.9596273291925466; 0.73542600896861; 0.8282828282828283; 0.7315327184892402; 0.8220338983050847; 0.8584070796460177; 0.8004906685358801; 0.8867082961641392; 0.9307116104868914; 0.8817126825668657
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.84677419 0.83064516 0.85483871 0.78225806 0.81451613]; 0.8252427184466019; 0.8155339805825242; 0.8846899224806202; 0.9279999999999999; 0.9354838709677419; 0.9274193548387096; 0.8200000000000001; 0.8631578947368421; 0.8279753437648174; 0.8256880733944955; 0.8411214953271028; 0.8145001416029453; 0.8859060402684564; 0.90234375; 0.8848257211538462
svm_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; 4; svd_reconstruct; svdne; 522; 174; 174; 0.6; 0.2; 0.2; [0.88679245 0.90384615 0.88461538 0.89423077 0.88461538]; 0.8218390804597702; 0.7931034482758621; 0.8655172413793103; 0.9070631970260223; 0.9348659003831418; 0.9042145593869731; 0.8342245989304813; 0.8863636363636364; 0.8210887949260042; 0.8021978021978021; 0.8588235294117647; 0.794580304031725; 0.8710033076074972; 0.9101382488479263; 0.8656195831395593
ensemble_model_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; 4; svd_reconstruct; svdne; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.8852459  0.8442623  0.8852459  0.91803279 0.92622951]; 0.8275862068965517; 0.8325123152709359; 0.90748031496063; 0.9581239530988275; 0.9377049180327869; 0.9590163934426229; 0.8309178743961353; 0.8686868686868687; 0.8285742035742035; 0.839622641509434; 0.8640776699029126; 0.8320388349514564; 0.9074803149606299; 0.9092702169625246; 0.90748383146751
ensemble_model_v2_N32_B0_E32_nb_zones_4_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.91964286 0.90178571 0.89285714 0.87272727 0.87272727]; 0.7513513513513513; 0.8378378378378378; 0.8833693304535637; 0.9424460431654677; 0.9424460431654677; 0.9424460431654675; 0.7745098039215685; 0.8681318681318682; 0.7532148702361469; 0.85; 0.9340659340659341; 0.8393733925648821; 0.8874999999999998; 0.9260869565217391; 0.8836443366299683
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; 6; svd_reconstruct; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.66477273 0.61363636 0.62643678 0.63793103 0.62643678]; 0.6013745704467354; 0.6323024054982818; 0.8468406593406593; 1.0; 1.0; 1.0; 0.7211538461538461; 0.967741935483871; 0.5757827324478179; 0.7318295739348372; 0.9931972789115646; 0.6285430839002267; 0.8679692125518057; 0.9918809201623816; 0.8446154949486943
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; 6; svd_reconstruct; svd; 834; 278; 278; 0.6; 0.2; 0.2; [0.88095238 0.875      0.8253012  0.84939759 0.88554217]; 0.8093525179856115; 0.8057553956834532; 0.923021582733813; 1.0; 1.0; 1.0; 0.8127208480565371; 0.8273381294964028; 0.8093525179856115; 0.8043478260869565; 0.8222222222222222; 0.8062160062160062; 0.9231873653984206; 0.9305354558610709; 0.9230645805771736
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 930; 310; 310; 0.6; 0.2; 0.2; [0.91397849 0.85483871 0.90322581 0.88172043 0.88709677]; 0.7967741935483871; 0.8; 0.9038709677419355; 0.9739696312364425; 0.9655913978494624; 0.9741935483870967; 0.8096676737160121; 0.9241379310344827; 0.8044932079414838; 0.8176470588235294; 0.9391891891891891; 0.8060143476810142; 0.90646578782172; 0.9525065963060686; 0.9049149143146504
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; 6; svd_reconstruct; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.85882353 0.87058824 0.88235294 0.87647059 0.86904762]; 0.8049645390070922; 0.8120567375886525; 0.8781869688385269; 0.927765237020316; 0.9693396226415094; 0.9245283018867926; 0.7955390334572491; 0.8045112781954887; 0.8049402028561335; 0.8166089965397924; 0.8368794326241135; 0.8120567375886526; 0.8808864265927977; 0.9111747851002865; 0.8785565802252132
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; 6; svd_reconstruct; svdn; 846; 282; 282; 0.6; 0.2; 0.2; [0.81764706 0.85294118 0.86470588 0.86904762 0.85119048]; 0.7943262411347518; 0.8156028368794326; 0.9042553191489362; 0.9712973593570609; 1.0; 0.9704491725768322; 0.8164556962025317; 0.8376623376623377; 0.7899249188311688; 0.8129496402877698; 0.8188405797101449; 0.8156702898550725; 0.907849829351536; 0.9300699300699301; 0.9038838858982743
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 906; 302; 302; 0.6; 0.2; 0.2; [0.85164835 0.82967033 0.84615385 0.81666667 0.82777778]; 0.8311258278145696; 0.8344370860927153; 0.9172185430463576; 0.9740820734341253; 0.9955849889624724; 0.9735099337748344; 0.8430769230769231; 0.8838709677419355; 0.829690585911784; 0.8287671232876712; 0.852112676056338; 0.8354313380281689; 0.9189889825016203; 0.9453333333333334; 0.9174035087719298
svm_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; 6; svd_reconstruct; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.90625    0.85416667 0.890625   0.86315789 0.88947368]; 0.8113207547169812; 0.8081761006289309; 0.8680904522613065; 0.9087179487179488; 0.9267782426778243; 0.9069037656903765; 0.8275862068965516; 0.9056603773584906; 0.8113207547169812; 0.8111455108359132; 0.8618421052631579; 0.8104391249207357; 0.8724179829890645; 0.9100126742712294; 0.8684559012701104
ensemble_model_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; 6; svd_reconstruct; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.91011236 0.85795455 0.88068182 0.84659091 0.78977273]; 0.8333333333333334; 0.8061224489795918; 0.8809523809523809; 0.9169675090252707; 0.8639455782312925; 0.9217687074829931; 0.8268551236749117; 0.8181818181818182; 0.8329319686935582; 0.7956989247311828; 0.7655172413793103; 0.8055774126359639; 0.8743718592964824; 0.8353909465020576; 0.8805834624548075
ensemble_model_v2_N32_B0_E32_nb_zones_6_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.8172043  0.84408602 0.82795699 0.85326087 0.8423913 ]; 0.8506493506493507; 0.8441558441558441; 0.8793774319066148; 0.8995633187772926; 0.8898488120950324; 0.900647948164147; 0.863905325443787; 0.9299363057324841; 0.8490741131311428; 0.8518518518518517; 0.9078947368421053; 0.8449730094466937; 0.8821292775665399; 0.9015544041450777; 0.8793486306439675
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; 8; svd_reconstruct; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.56410256 0.60683761 0.5982906  0.59401709 0.59913793]; 0.6401028277634961; 0.6426735218508998; 0.8535457348406988; 0.9948364888123925; 0.9897260273972602; 0.9948630136986301; 0.7244094488188976; 0.989247311827957; 0.6547221780814663; 0.7401869158878505; 0.9801980198019802; 0.6291364430560703; 0.870748299319728; 0.9876543209876543; 0.8536834233275027
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; 8; svd_reconstruct; svd; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.86  0.876 0.868 0.852 0.856]; 0.8269230769230769; 0.8004807692307693; 0.9241114313160422; 0.9975942261427425; 0.9952; 0.9976; 0.8468085106382979; 0.9212962962962963; 0.8231481481481481; 0.8191721132897604; 0.9082125603864735; 0.8009962323463468; 0.9273897058823529; 0.9627862595419847; 0.9238496094615146
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 1000; 333; 333; 0.6002400960384153; 0.1998799519807923; 0.1998799519807923; [0.84  0.89  0.835 0.85  0.89 ]; 0.8108108108108109; 0.7837837837837838; 0.9027611044417767; 0.9730807577268196; 0.976; 0.973; 0.8292682926829269; 0.8895348837209303; 0.8081214791275458; 0.7988826815642459; 0.8881987577639752; 0.787122634695941; 0.9063583815028903; 0.9411764705882353; 0.9027611044417767
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; 8; svd_reconstruct; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.85294118 0.84322034 0.85169492 0.84745763 0.8220339 ]; 0.8096446700507615; 0.799492385786802; 0.8314720812182741; 0.8559870550161812; 0.8950930626057529; 0.8494077834179358; 0.80719794344473; 0.8010204081632653; 0.8096011131725417; 0.8010075566750631; 0.7871287128712872; 0.7998143564356435; 0.8358061325420377; 0.8543983822042467; 0.831378599868688
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; 8; svd_reconstruct; svdn; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.81818182 0.80454545 0.81818182 0.81363636 0.81818182]; 0.8224043715846995; 0.8715846994535519; 0.8417030567685589; 0.8348794063079779; 0.8181818181818182; 0.8381818181818183; 0.8199445983379501; 0.8705882352941177; 0.8256002400960385; 0.881012658227848; 0.9206349206349206; 0.8699219800914715; 0.841875681570338; 0.8492849284928493; 0.8417605574208558
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 1156; 385; 385; 0.6002076843198338; 0.19989615784008308; 0.19989615784008308; [0.8362069  0.84051724 0.84482759 0.87826087 0.84347826]; 0.8; 0.8; 0.8805815160955348; 0.9355932203389831; 0.9550173010380623; 0.9342560553633218; 0.8261851015801355; 0.8840579710144928; 0.7931525810128643; 0.8108108108108109; 0.9116022099447514; 0.806291301050807; 0.8866995073891625; 0.9316770186335404; 0.8804218426501034
svm_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; 8; svd_reconstruct; svdne; 1048; 349; 349; 0.6002290950744559; 0.19988545246277206; 0.19988545246277206; [0.88571429 0.92380952 0.8952381  0.91904762 0.91826923]; 0.7879656160458453; 0.7621776504297995; 0.8631156930126003; 0.924908424908425; 0.9637404580152672; 0.9217557251908397; 0.806282722513089; 0.9166666666666666; 0.7925874769797421; 0.7909319899244334; 0.8770949720670391; 0.7591357213276372; 0.8722608230892571; 0.9368541905855339; 0.8632842381499097
ensemble_model_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; 8; svd_reconstruct; svdne; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.8015873  0.82936508 0.87301587 0.81746032 0.852     ]; 0.8520286396181385; 0.8424821002386634; 0.8916984732824428; 0.919051512673753; 0.8934817170111288; 0.9213036565977741; 0.8495145631067961; 0.9020618556701031; 0.855475372279496; 0.8526785714285715; 0.8925233644859814; 0.8413836334625029; 0.8910225636101776; 0.8948891031822566; 0.8917316148583615
ensemble_model_v2_N32_B0_E32_nb_zones_8_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 1200; 400; 400; 0.6; 0.2; 0.2; [0.85833333 0.8625     0.9        0.87083333 0.87916667]; 0.7975; 0.7925; 0.8905; 0.9528706083976007; 0.9266666666666666; 0.9541666666666667; 0.8038740920096852; 0.8019323671497585; 0.7973392405696978; 0.8009592326139088; 0.8267326732673267; 0.7921542154215421; 0.8903355032548823; 0.8810703666997026; 0.8905856374366323
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; 10; svd_reconstruct; svd; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.60927152 0.60264901 0.62333333 0.59666667 0.62666667]; 0.6559633027522935; 0.6146788990825688; 0.8657407407407407; 0.9993346640053227; 0.9986702127659575; 0.9993351063829787; 0.7377622377622377; 0.9768518518518519; 0.6588804713804715; 0.7209302325581395; 0.9863636363636363; 0.6112373737373737; 0.8808367575644377; 0.9924242424242424; 0.8657407407407407
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; 10; svd_reconstruct; svd; 1500; 500; 500; 0.6; 0.2; 0.2; [0.87666667 0.87666667 0.86       0.84666667 0.84666667]; 0.815068493150685; 0.7831050228310502; 0.9234006734006734; 0.9959839357429718; 0.992; 0.996; 0.8258064516129031; 0.8687782805429864; 0.8145734720687283; 0.7912087912087912; 0.8294930875576036; 0.7835248243217884; 0.9246064623032312; 0.9393939393939394; 0.9234006734006736
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.85714286 0.8496732  0.83333333 0.81372549 0.85294118]; 0.8483412322274881; 0.8412322274881516; 0.9288720538720538; 0.9749670619235837; 0.9660574412532638; 0.9751958224543082; 0.8584070796460177; 0.919431279620853; 0.8483412322274881; 0.8527472527472527; 0.919431279620853; 0.8412322274881516; 0.9303092783505154; 0.9494949494949495; 0.9288720538720538
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; 10; svd_reconstruct; svdn; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.80065359 0.87908497 0.81045752 0.81578947 0.81578947]; 0.84; 0.851764705882353; 0.8337542087542088; 0.8314176245210727; 0.8532110091743119; 0.8269986893840106; 0.8365384615384616; 0.8093023255813954; 0.8403654485049834; 0.8467153284671534; 0.8285714285714286; 0.8514950166112958; 0.8349352277475972; 0.8409090909090909; 0.8337542087542087
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; 10; svd_reconstruct; svdn; 1620; 540; 540; 0.6; 0.2; 0.2; [0.85185185 0.86111111 0.89197531 0.88888889 0.88271605]; 0.7619047619047619; 0.7328042328042328; 0.8594276094276094; 0.9118915588416513; 0.9135802469135802; 0.9117283950617284; 0.784688995215311; 0.8586387434554974; 0.7608701738667861; 0.7518427518427518; 0.8181818181818182; 0.7336982389338411; 0.8635620915032679; 0.8897306397306397; 0.8594276094276094
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.86824324 0.87414966 0.87755102 0.86394558 0.8707483 ]; 0.7345132743362832; 0.754424778761062; 0.8497474747474747; 0.9134615384615384; 0.9035326086956522; 0.9144021739130436; 0.7590361445783134; 0.8790697674418605; 0.7412226474340105; 0.7810650887573963; 0.8354430379746836; 0.7502796585222254; 0.8549370174725721; 0.8855218855218855; 0.8497474747474747
svm_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; 10; svd_reconstruct; svdne; 1422; 474; 474; 0.6; 0.2; 0.2; [0.90559441 0.92253521 0.9084507  0.91549296 0.88732394]; 0.8080168776371308; 0.7848101265822784; 0.8725738396624473; 0.9237228831350595; 0.9282700421940928; 0.9233473980309423; 0.7898383371824481; 0.7125; 0.8092414529914529; 0.7499999999999999; 0.6538461538461539; 0.7831730769230768; 0.8669603524229075; 0.830379746835443; 0.8725738396624472
ensemble_model_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; 10; svd_reconstruct; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.87333333 0.86666667 0.89       0.84333333 0.89      ]; 0.8082191780821918; 0.8127853881278538; 0.8897306397306397; 0.9360852197070573; 0.9373333333333334; 0.9359999999999999; 0.8299595141700404; 0.9234234234234234; 0.8066191191191192; 0.8291666666666665; 0.9212962962962963; 0.8142517517517518; 0.8941841680129241; 0.9318181818181818; 0.8897306397306397
ensemble_model_v2_N32_B0_E32_nb_zones_10_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 1426; 475; 475; 0.6001683501683501; 0.1999158249158249; 0.1999158249158249; [0.87062937 0.83916084 0.83216783 0.8556338  0.8415493 ]; 0.8842105263157894; 0.871578947368421; 0.9082491582491582; 0.9276595744680851; 0.9172510518934082; 0.9284712482468443; 0.8769574944071589; 0.8340425531914893; 0.8836879432624113; 0.8629213483146068; 0.8; 0.8723404255319149; 0.9052997393570807; 0.877104377104377; 0.9082491582491583
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; 12; svd_reconstruct; svd; 1962; 654; 654; 0.6; 0.2; 0.2; [0.59390863 0.57653061 0.57908163 0.58928571 0.60714286]; 0.6908212560386473; 0.6908212560386473; 0.9436026936026936; 0.9969325153374233; 0.9938837920489296; 0.9969418960244648; 0.7557251908396947; 0.9519230769230769; 0.6895537714712472; 0.7611940298507462; 0.9902912621359223; 0.6922610156833457; 0.9460981496379727; 0.98989898989899; 0.9436026936026937
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; 12; svd_reconstruct; svd; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.87978142 0.86338798 0.86065574 0.88736264 0.83791209]; 0.7563636363636363; 0.7454545454545455; 0.9410774410774411; 0.9983543609434997; 0.9967141292442497; 0.9983570646221249; 0.7938461538461539; 0.9214285714285714; 0.7533068783068784; 0.7619047619047619; 0.8296296296296296; 0.746957671957672; 0.9426699426699428; 0.9688552188552189; 0.9410774410774411
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svd; 32; 0; 32; zones; svd_reconstruct; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.88505747 0.85057471 0.86206897 0.88439306 0.86416185]; 0.78125; 0.76875; 0.9175084175084175; 0.9698025551684089; 0.9619815668202765; 0.9700460829493087; 0.8022598870056498; 0.9102564102564102; 0.7843964978111319; 0.7944444444444445; 0.8719512195121951; 0.7661038148843027; 0.9195402298850575; 0.9427609427609428; 0.9175084175084176
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; 12; svd_reconstruct; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.8442623  0.82513661 0.83606557 0.83060109 0.84615385]; 0.8065693430656934; 0.7335766423357665; 0.9145622895622896; 0.9591078066914498; 0.9879649890590809; 0.9578774617067833; 0.7854251012145748; 0.7698412698412699; 0.8038395538395537; 0.7306273062730626; 0.668918918918919; 0.7392213642213642; 0.9154518950437317; 0.9250841750841751; 0.9145622895622897
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; 12; svd_reconstruct; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.80965909 0.85227273 0.80113636 0.85227273 0.80397727]; 0.8668831168831169; 0.8798701298701299; 0.8834175084175084; 0.8895058300943921; 0.9102272727272728; 0.8869318181818181; 0.8655737704918033; 0.8741721854304636; 0.8670223984477159; 0.8817891373801917; 0.8789808917197452; 0.8798877968532501; 0.885489871847871; 0.9015151515151515; 0.8834175084175083
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svdn; 32; 0; 32; zones; svd_reconstruct; svdn; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.84482759 0.84482759 0.82183908 0.82758621 0.8150289 ]; 0.8213166144200627; 0.8401253918495298; 0.922979797979798; 0.9574588769143506; 0.9712313003452244; 0.9568469505178366; 0.8246153846153845; 0.8589743589743589; 0.8221252162969955; 0.8504398826979471; 0.8895705521472392; 0.8390160453043888; 0.9246603540551668; 0.9452861952861953; 0.9229797979797979
svm_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; 12; svd_reconstruct; svdne; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.91304348 0.89130435 0.8852459  0.89071038 0.88797814]; 0.7749077490774908; 0.7859778597785978; 0.8804713804713805; 0.9096880131362889; 0.906215921483097; 0.9100327153762268; 0.7986798679867987; 0.8832116788321168; 0.7736953916548645; 0.7972027972027972; 0.8507462686567164; 0.786687002941497; 0.8824503311258278; 0.8973063973063973; 0.8804713804713805
ensemble_model_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; 12; svd_reconstruct; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.88378378 0.87297297 0.86956522 0.87771739 0.89673913]; 0.8045112781954887; 0.7406015037593985; 0.9057239057239057; 0.9431880860452289; 0.9273318872017353; 0.9441431670281996; 0.8243243243243243; 0.8591549295774648; 0.8005452067242163; 0.7544483985765125; 0.8548387096774194; 0.7478418900499774; 0.9062761506276151; 0.9116161616161617; 0.9057239057239058
ensemble_model_v2_N32_B0_E32_nb_zones_12_svd_reconstruct_svdne; 32; 0; 32; zones; svd_reconstruct; svdne; 1772; 590; 590; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.89606742 0.84463277 0.8700565  0.88983051 0.86440678]; 0.7814569536423841; 0.7781456953642384; 0.8863636363636364; 0.9241837299391256; 0.9424379232505643; 0.922686230248307; 0.798780487804878; 0.8733333333333333; 0.7820614035087718; 0.8035190615835777; 0.9013157894736842; 0.7773245614035087; 0.8909531502423262; 0.9284511784511784; 0.8863636363636365
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; 4; svd_reconstruct; svd; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.75       0.78225806 0.72131148 0.68852459 0.81147541]; 0.6078431372549019; 0.7549019607843137; 0.860078277886497; 0.978369384359401; 0.9576547231270358; 0.9788273615635179; 0.6969696969696969; 0.989247311827957; 0.6387678000581227; 0.8015873015873016; 0.9901960784313726; 0.7549019607843137; 0.8719785138764548; 0.9701195219123506; 0.8619828378792522
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; 4; svd_reconstruct; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.83928571 0.85454545 0.88181818 0.9        0.90909091]; 0.7663043478260869; 0.782608695652174; 0.9097826086956522; 1.0; 1.0; 1.0; 0.7514450867052024; 0.7142857142857143; 0.7657450076804915; 0.7894736842105263; 0.7352941176470589; 0.7883787661406025; 0.9092896174863387; 0.8869936034115139; 0.910237378202431
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.79090909 0.84545455 0.83636364 0.82727273 0.86363636]; 0.7868852459016393; 0.8142076502732241; 0.9170305676855895; 0.9945355191256832; 0.9927272727272727; 0.9945454545454545; 0.7958115183246073; 0.7916666666666666; 0.7866379310344827; 0.8089887640449437; 0.8089887640449438; 0.8140688501075783; 0.917211328976035; 0.9152173913043479; 0.9170385202135775
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; 4; svd_reconstruct; svdn; 582; 194; 194; 0.6; 0.2; 0.2; [0.84745763 0.81896552 0.8362069  0.79310345 0.81896552]; 0.7783505154639175; 0.8505154639175257; 0.8391752577319588; 0.871559633027523; 0.979381443298969; 0.8556701030927836; 0.7724867724867724; 0.8202247191011236; 0.7815409309791332; 0.8612440191387559; 0.9278350515463918; 0.8505154639175259; 0.8517110266159695; 0.939203354297694; 0.8407984317127416
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; 4; svd_reconstruct; svdn; 464; 154; 154; 0.6010362694300518; 0.19948186528497408; 0.19948186528497408; [0.80851064 0.81914894 0.84782609 0.75       0.84782609]; 0.7532467532467533; 0.7987012987012987; 0.822538860103627; 0.867704280155642; 0.9612068965517241; 0.853448275862069; 0.7790697674418605; 0.9852941176470589; 0.7775307797537621; 0.835978835978836; 0.9753086419753086; 0.7890241840013529; 0.8434285714285714; 0.968503937007874; 0.824405421189359
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.79310345 0.79310345 0.78070175 0.73684211 0.75438596]; 0.8010471204188482; 0.7853403141361257; 0.9027196652719666; 0.9758620689655172; 0.9860627177700348; 0.9756097560975611; 0.8099999999999999; 0.8617021276595744; 0.8019850844483439; 0.8110599078341013; 0.8461538461538461; 0.7793987621573829; 0.9067201604814443; 0.931958762886598; 0.9022851139273754
svm_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; 4; svd_reconstruct; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.95762712 0.87288136 0.90677966 0.95762712 0.94827586]; 0.7448979591836735; 0.7244897959183674; 0.8806122448979592; 0.9773913043478261; 0.95578231292517; 0.977891156462585; 0.7524752475247524; 0.8085106382978723; 0.747392574050897; 0.7631578947368421; 0.8787878787878788; 0.7228990940331146; 0.8835820895522387; 0.9117043121149897; 0.8808014461183468
ensemble_model_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; 4; svd_reconstruct; svdne; 618; 206; 206; 0.6; 0.2; 0.2; [0.93548387 0.89516129 0.85483871 0.89516129 0.85245902]; 0.7961165048543689; 0.8009708737864077; 0.8699029126213592; 0.9178743961352658; 0.9223300970873787; 0.9174757281553398; 0.8018867924528301; 0.7456140350877193; 0.8021548436308161; 0.7807486631016042; 0.7373737373737373; 0.7985934107429434; 0.8686274509803922; 0.8486590038314177; 0.8701956436479923
ensemble_model_v2_N32_B34_E66_nb_zones_4_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.796875   0.796875   0.8046875  0.81746032 0.82539683]; 0.8207547169811321; 0.8349056603773585; 0.8735849056603774; 0.8991735537190082; 0.8553459119496856; 0.9040880503144655; 0.8303571428571429; 0.8454545454545455; 0.8197860962566845; 0.8510638297872342; 0.9090909090909091; 0.8319964349376114; 0.8740601503759399; 0.8643122676579925; 0.87372701505505
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; 6; svd_reconstruct; svd; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.74193548 0.72282609 0.72826087 0.70652174 0.73369565]; 0.7068403908794788; 0.6905537459283387; 0.8717447916666666; 0.9868131868131869; 0.9739696312364425; 0.9869848156182213; 0.7527472527472527; 0.9013157894736842; 0.7087224108658743; 0.7293447293447293; 0.8648648648648649; 0.6965833758286588; 0.8787692307692307; 0.938239159001314; 0.8723453859522698
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; 6; svd_reconstruct; svd; 900; 300; 300; 0.6; 0.2; 0.2; [0.78888889 0.75555556 0.81666667 0.75555556 0.76666667]; 0.8033333333333333; 0.8133333333333334; 0.9086666666666666; 0.9749430523917996; 0.9511111111111111; 0.9755555555555555; 0.8338028169014083; 0.9308176100628931; 0.7951960390739997; 0.8303030303030302; 0.9133333333333333; 0.8133333333333334; 0.9123480486244402; 0.9393939393939394; 0.9082934609250399
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 950; 316; 316; 0.6005056890012642; 0.1997471554993679; 0.1997471554993679; [0.92105263 0.89473684 0.88947368 0.91052632 0.88421053]; 0.7879746835443038; 0.7689873417721519; 0.9020227560050569; 0.9840255591054313; 0.9726315789473684; 0.9842105263157895; 0.8069164265129684; 0.8805031446540881; 0.7873853302888275; 0.7794561933534743; 0.8376623376623377; 0.7706830206830206; 0.904143475572047; 0.9276649746192893; 0.9021196409620377
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; 6; svd_reconstruct; svdn; 824; 274; 274; 0.6005830903790087; 0.19970845481049562; 0.19970845481049562; [0.87951807 0.87349398 0.8597561  0.87195122 0.83536585]; 0.791970802919708; 0.7700729927007299; 0.8775510204081632; 0.944954128440367; 1.0; 0.941747572815534; 0.797153024911032; 0.896; 0.8003489932885905; 0.7892976588628764; 0.8805970149253731; 0.7724413646055439; 0.8842975206611571; 0.9567809239940388; 0.879246382111142
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; 6; svd_reconstruct; svdn; 914; 304; 304; 0.6005256241787122; 0.19973718791064388; 0.19973718791064388; [0.8423913  0.79347826 0.81318681 0.84615385 0.81868132]; 0.75; 0.8157894736842105; 0.835742444152431; 0.8817635270541081; 0.962800875273523; 0.8708971553610504; 0.7777777777777777; 0.910958904109589; 0.7561123634471995; 0.8292682926829269; 0.9251700680272109; 0.8192729321027775; 0.8501199040767385; 0.9453333333333334; 0.8373039723661485
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.78125 0.71875 0.75    0.75625 0.7875 ]; 0.7857142857142857; 0.8458646616541353; 0.8806306306306306; 0.9265944645006017; 0.9625; 0.92375; 0.7865168539325843; 0.8536585365853658; 0.7904656319290466; 0.8540925266903915; 0.851063829787234; 0.8455319148936169; 0.8846990572878897; 0.9186746987951807; 0.8807445350263328
svm_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; 6; svd_reconstruct; svdne; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.86666667 0.79444444 0.85       0.81460674 0.88202247]; 0.7583892617449665; 0.8087248322147651; 0.8357908847184986; 0.8768577494692144; 0.921875; 0.8705357142857143; 0.7791411042944785; 0.8523489932885906; 0.7583892617449666; 0.8256880733944953; 0.8823529411764706; 0.8066937119675456; 0.8463949843260188; 0.9; 0.83544474393531
ensemble_model_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; 6; svd_reconstruct; svdne; 992; 330; 330; 0.6004842615012107; 0.19975786924939468; 0.19975786924939468; [0.84       0.87373737 0.83838384 0.85858586 0.85858586]; 0.8272727272727273; 0.7848484848484848; 0.8904358353510896; 0.9466263846928501; 0.9475806451612904; 0.9465725806451614; 0.8438356164383561; 0.9333333333333333; 0.8272727272727272; 0.8086253369272238; 0.8875739644970414; 0.7822962990187071; 0.8953152111046849; 0.9325301204819277; 0.8902309969806232
ensemble_model_v2_N32_B34_E66_nb_zones_6_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.85955056 0.87078652 0.8125     0.86363636 0.79545455]; 0.7789115646258503; 0.782312925170068; 0.8478260869565217; 0.888888888888889; 0.8597285067873304; 0.8925339366515838; 0.7653429602888087; 0.7310344827586207; 0.7782689192316594; 0.7500000000000001; 0.7058823529411765; 0.7769918093819806; 0.8386167146974064; 0.8049792531120332; 0.8470824169431995
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; 8; svd_reconstruct; svd; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.71304348 0.73478261 0.72608696 0.74782609 0.75877193]; 0.6858638743455497; 0.6570680628272252; 0.8556485355648535; 0.9778565101860052; 0.9616724738675958; 0.9782229965156796; 0.7530864197530863; 0.953125; 0.6844572368421052; 0.7364185110663983; 0.9838709677419355; 0.6654048716260699; 0.8693181818181818; 0.9642857142857143; 0.8561011904761906
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; 8; svd_reconstruct; svd; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.87307692 0.83333333 0.86046512 0.84883721 0.80232558]; 0.7813953488372093; 0.827906976744186; 0.9182156133828996; 0.9937694704049844; 0.9876160990712074; 0.9938080495356036; 0.7813953488372093; 0.8527918781725888; 0.7869109605455219; 0.8477366255144032; 0.911504424778761; 0.8233992712129099; 0.92; 0.9466791393826005; 0.918399588158521
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.79310345 0.7887931  0.77391304 0.7826087  0.84782609]; 0.84375; 0.859375; 0.9250780437044746; 0.9738675958188153; 0.9688041594454073; 0.9740034662045061; 0.8333333333333334; 0.8241758241758241; 0.8427809813948428; 0.8676470588235294; 0.8762376237623762; 0.8584484822108583; 0.9248434237995826; 0.9219562955254943; 0.9250780437044744
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; 8; svd_reconstruct; svdn; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.85123967 0.83884298 0.83884298 0.87190083 0.84583333]; 0.763681592039801; 0.7562189054726368; 0.8151093439363817; 0.8675055514433753; 0.9701986754966887; 0.8518211920529801; 0.8073022312373226; 0.9476190476190476; 0.7550595238095238; 0.7841409691629956; 0.9417989417989417; 0.7666741187867948; 0.8381201044386423; 0.9601196410767697; 0.8155404944729736
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; 8; svd_reconstruct; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.81196581 0.81034483 0.78017241 0.80172414 0.7887931 ]; 0.7881136950904393; 0.7881136950904393; 0.9096074380165289; 0.9905902480752781; 0.9965576592082617; 0.9905335628227195; 0.8177777777777778; 0.9583333333333334; 0.789423076923077; 0.8169642857142857; 0.973404255319149; 0.7932347909761573; 0.9153362360909529; 0.9843912591050988; 0.9101443475012674
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.82478632 0.81034483 0.81896552 0.86637931 0.81465517]; 0.7700258397932817; 0.8062015503875969; 0.8558884297520661; 0.9082202713487629; 0.9793459552495697; 0.9010327022375214; 0.7981859410430838; 0.9312169312169312; 0.7736892736892735; 0.8267898383371824; 0.9226804123711341; 0.805899791677795; 0.8688293370944993; 0.9585062240663901; 0.8563107252019194
svm_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; 8; svd_reconstruct; svdne; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.79824561 0.80530973 0.78318584 0.83185841 0.82300885]; 0.7904509283819628; 0.7904509283819628; 0.8377518557794273; 0.8673835125448028; 0.8551236749116607; 0.8692579505300354; 0.7979539641943735; 0.8167539267015707; 0.7900973934583122; 0.7823691460055097; 0.7932960893854749; 0.7905874386321313; 0.8363636363636364; 0.8354700854700855; 0.8377350427350428
ensemble_model_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; 8; svd_reconstruct; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.7892562  0.79338843 0.83057851 0.82231405 0.83884298]; 0.8138957816377171; 0.8089330024813896; 0.8759920634920635; 0.9213483146067416; 0.9487603305785124; 0.9190082644628099; 0.8243559718969555; 0.8934010152284264; 0.8156325464491646; 0.8229885057471265; 0.8774509803921569; 0.8080722238644201; 0.881404174573055; 0.9234592445328031; 0.8760860579099659
ensemble_model_v2_N32_B34_E66_nb_zones_8_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 1170; 390; 390; 0.6; 0.2; 0.2; [0.87606838 0.87606838 0.90598291 0.87606838 0.87179487]; 0.7615384615384615; 0.764102564102564; 0.8548717948717949; 0.9177852348993288; 0.935042735042735; 0.9162393162393163; 0.7669172932330828; 0.8895348837209303; 0.7750426712182634; 0.8075313807531381; 0.8853211009174312; 0.7478931085982505; 0.8632189463508941; 0.9158974358974359; 0.8548717948717949
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; 10; svd_reconstruct; svd; 1616; 538; 538; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.72530864 0.75       0.7037037  0.78571429 0.74534161]; 0.7289473684210527; 0.7026315789473684; 0.8998316498316499; 0.9861982434127979; 0.9727722772277227; 0.9863861386138614; 0.7775377969762419; 0.9183673469387755; 0.722770629991127; 0.750551876379691; 0.9239130434782609; 0.7094055013309671; 0.9051792828685259; 0.9562289562289562; 0.8998316498316499
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; 10; svd_reconstruct; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.84353741 0.83673469 0.86394558 0.8537415  0.84013605]; 0.7770419426048565; 0.7704194260485652; 0.9048821548821548; 0.9856065798492117; 0.9782312925170068; 0.9857142857142857; 0.7992047713717694; 0.8973214285714286; 0.778355037429819; 0.792; 0.8646288209606987; 0.7693679819089206; 0.9082047116165719; 0.9410774410774411; 0.904882154882155
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 1466; 488; 488; 0.6003276003276004; 0.19983619983619982; 0.19983619983619982; [0.76870748 0.81292517 0.81632653 0.78767123 0.80136986]; 0.8241758241758241; 0.8285714285714286; 0.9267676767676768; 0.9891451831750339; 0.9945429740791268; 0.9890859481582537; 0.8214285714285713; 0.8401826484018264; 0.8247523411500658; 0.8368200836820083; 0.847457627118644; 0.8278384026004179; 0.9275; 0.9368686868686869; 0.9267676767676767
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; 10; svd_reconstruct; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.77960526 0.80794702 0.79801325 0.76821192 0.81788079]; 0.8402777777777778; 0.8564814814814815; 0.813973063973064; 0.8167354154390101; 0.9166666666666666; 0.7943121693121693; 0.8583162217659138; 0.9631336405529954; 0.8397063551602187; 0.8708333333333333; 0.9720930232558139; 0.8570142535633909; 0.8340840840840841; 0.9351851851851852; 0.8139730639730639
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; 10; svd_reconstruct; svdn; 1602; 534; 534; 0.6; 0.2; 0.2; [0.79813665 0.809375   0.7625     0.815625   0.8125    ]; 0.7881136950904393; 0.8010335917312662; 0.9263468013468014; 0.9899749373433584; 0.9862671660424469; 0.9900124843945068; 0.825531914893617; 0.9556650246305419; 0.7794629470978796; 0.8188235294117646; 0.9456521739130435; 0.8078014564146498; 0.9297470895222802; 0.9747474747474747; 0.9263468013468013
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 1428; 476; 476; 0.6; 0.2; 0.2; [0.78321678 0.81818182 0.76573427 0.78321678 0.79577465]; 0.7869198312236287; 0.8143459915611815; 0.8581649831649831; 0.900537634408602; 0.938375350140056; 0.8963585434173669; 0.8126159554730983; 0.9279661016949152; 0.7875124626121635; 0.837037037037037; 0.9495798319327731; 0.8137729668138441; 0.8687183482664589; 0.9385521885521886; 0.8581649831649831
svm_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; 10; svd_reconstruct; svdne; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.84459459 0.81756757 0.81292517 0.85714286 0.84013605]; 0.8558758314855875; 0.8093126385809313; 0.8413299663299664; 0.8489304812834224; 0.8616010854816825; 0.8466757123473542; 0.8686868686868686; 0.9227467811158798; 0.8535752254203253; 0.8146551724137931; 0.8669724770642202; 0.8111686419655865; 0.8464358452138493; 0.8745791245791246; 0.8413299663299663
ensemble_model_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; 10; svd_reconstruct; svdne; 1358; 452; 452; 0.6003536693191865; 0.19982316534040673; 0.19982316534040673; [0.81985294 0.79779412 0.81985294 0.76102941 0.82962963]; 0.8296460176991151; 0.8407079646017699; 0.8527851458885941; 0.8693181818181818; 0.9013254786450663; 0.8645066273932253; 0.8358208955223881; 0.8484848484848485; 0.8292197998080352; 0.8421052631578947; 0.8609865470852018; 0.8409736228875792; 0.8572653236176597; 0.8826125330979699; 0.8527323072930061
ensemble_model_v2_N32_B34_E66_nb_zones_10_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 1498; 499; 499; 0.6001602564102564; 0.1999198717948718; 0.1999198717948718; [0.84       0.82333333 0.82333333 0.85333333 0.89261745]; 0.7562642369020501; 0.7881548974943052; 0.8640572390572391; 0.9215060625398852; 0.9639519359145527; 0.9178905206942591; 0.7658643326039388; 0.8101851851851852; 0.7571105298123235; 0.7991360691144709; 0.8295964125560538; 0.7874833914632121; 0.8701246481704865; 0.9107744107744108; 0.8640572390572392
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; 12; svd_reconstruct; svd; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.70718232 0.72651934 0.7320442  0.73480663 0.73611111]; 0.721830985915493; 0.6936619718309859; 0.9204545454545454; 0.9871148459383754; 0.9745575221238938; 0.9872787610619469; 0.7710144927536231; 0.9637681159420289; 0.7284594004367678; 0.7576601671309191; 0.9315068493150684; 0.6867679174111574; 0.9240658899156288; 0.968013468013468; 0.9204545454545454
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; 12; svd_reconstruct; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.86684783 0.83152174 0.79781421 0.78142077 0.82240437]; 0.8339483394833949; 0.8523985239852399; 0.9545454545454546; 0.9872998343456655; 0.9749182115594329; 0.9874591057797164; 0.8301886792452831; 0.8333333333333334; 0.8339328537170265; 0.8540145985401459; 0.841726618705036; 0.8526814911706999; 0.9540425531914893; 0.9436026936026936; 0.9545454545454545
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svd; 32; 34; 66; zones; svd_reconstruct; svd; 1842; 614; 614; 0.6; 0.2; 0.2; [0.84594595 0.8423913  0.83152174 0.8423913  0.82065217]; 0.7940074906367042; 0.7752808988764045; 0.9343434343434344; 0.9774353329664281; 0.9641693811074918; 0.9777415852334419; 0.8242811501597445; 0.8958333333333334; 0.7853150406504066; 0.7857142857142856; 0.8943089430894309; 0.783960027100271; 0.9352697095435686; 0.9486531986531986; 0.9343434343434341
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; 12; svd_reconstruct; svdn; 1692; 564; 564; 0.6; 0.2; 0.2; [0.76470588 0.83431953 0.80473373 0.76923077 0.78402367]; 0.8888888888888888; 0.8508771929824561; 0.8143939393939394; 0.8162839248434238; 0.9243498817966903; 0.7919621749408983; 0.9025641025641026; 0.9617486338797814; 0.8833900402103311; 0.8571428571428572; 0.9622641509433962; 0.8581812557995669; 0.8343972962823882; 0.9351851851851852; 0.8143939393939393
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; 12; svd_reconstruct; svdn; 1770; 590; 590; 0.6; 0.2; 0.2; [0.81355932 0.84180791 0.81073446 0.81638418 0.80225989]; 0.8085808580858086; 0.8217821782178217; 0.9010942760942761; 0.9341189073379754; 0.9853107344632769; 0.9305084745762713; 0.8284023668639054; 0.9333333333333333; 0.8098039215686275; 0.838323353293413; 0.9150326797385621; 0.8208496732026143; 0.9074438755415518; 0.9696969696969697; 0.9010942760942761
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svdn; 32; 34; 66; zones; svd_reconstruct; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.82960894 0.79775281 0.80617978 0.79494382 0.8258427 ]; 0.7878787878787878; 0.7474747474747475; 0.8484848484848485; 0.8842544316996872; 0.9517396184062851; 0.8754208754208754; 0.8205128205128205; 0.9664429530201343; 0.7872755305641213; 0.7910863509749303; 0.9594594594594594; 0.748186105568656; 0.8630136986301369; 0.9545454545454546; 0.8484848484848486
svm_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; 12; svd_reconstruct; svdne; 1778; 592; 592; 0.600270087778528; 0.199864956110736; 0.199864956110736; [0.84550562 0.81460674 0.83426966 0.85393258 0.85310734]; 0.7357859531772575; 0.802675585284281; 0.8543771043771043; 0.8879310344827587; 0.9268841394825647; 0.8830146231721034; 0.7696793002915452; 0.8571428571428571; 0.7320197044334975; 0.8126984126984127; 0.8827586206896552; 0.8050156739811912; 0.8623707239459029; 0.9124579124579124; 0.8543771043771043
ensemble_model_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; 12; svd_reconstruct; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.8852459  0.87704918 0.88461538 0.8489011  0.88736264]; 0.7355072463768116; 0.7137681159420289; 0.8678451178451179; 0.9134615384615384; 0.9375; 0.9111842105263159; 0.760655737704918; 0.8; 0.73206106870229; 0.7247386759581882; 0.7938931297709924; 0.7176362200579098; 0.872564935064935; 0.9048821548821548; 0.8678451178451178
ensemble_model_v2_N32_B34_E66_nb_zones_12_svd_reconstruct_svdne; 32; 34; 66; zones; svd_reconstruct; svdne; 1702; 567; 567; 0.6001410437235543; 0.19992947813822284; 0.19992947813822284; [0.84210526 0.81470588 0.83529412 0.79117647 0.82647059]; 0.7804154302670623; 0.7922848664688428; 0.8817340067340067; 0.921489971346705; 0.9447708578143361; 0.9195064629847238; 0.7885714285714285; 0.7931034482758621; 0.779987306960017; 0.7953216374269005; 0.8343558282208589; 0.7936146957196248; 0.8846942962659008; 0.9074074074074074; 0.8817340067340068
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; 4; svd_reconstruct; svd; 516; 172; 172; 0.6; 0.2; 0.2; [0.83653846 0.76923077 0.88461538 0.81372549 0.87254902]; 0.7674418604651163; 0.813953488372093; 0.9162790697674419; 1.0; 1.0; 1.0; 0.7916666666666665; 0.9156626506024096; 0.7724380668742385; 0.8315789473684211; 0.9186046511627907; 0.8139534883720929; 0.9198218262806236; 0.9672131147540983; 0.9166319615340931
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; 4; svd_reconstruct; svd; 546; 182; 182; 0.6; 0.2; 0.2; [0.94545455 0.88181818 0.92727273 0.87037037 0.90740741]; 0.8021978021978022; 0.7582417582417582; 0.9065934065934066; 0.9909255898366606; 1.0; 0.9908424908424908; 0.826923076923077; 0.9247311827956989; 0.7994442430832428; 0.7884615384615385; 0.9111111111111111; 0.759903381642512; 0.9120992761116857; 0.9671052631578947; 0.9064601205657314
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.90983607 0.8442623  0.90833333 0.875      0.84166667]; 0.7512437810945274; 0.7711442786069652; 0.9025844930417495; 0.9966996699669968; 1.0; 0.9966887417218543; 0.7807017543859649; 0.8725490196078431; 0.7494058229352348; 0.7964601769911505; 0.8256880733944955; 0.7661049062624651; 0.9075471698113208; 0.9376218323586745; 0.9018737965038809
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; 4; svd_reconstruct; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.75892857 0.75892857 0.8125     0.84545455 0.75454545]; 0.8108108108108109; 0.827027027027027; 0.8012958963282938; 0.8229954614220877; 0.9784172661870504; 0.7895683453237411; 0.8205128205128205; 0.8602150537634409; 0.8105423094904162; 0.8350515463917526; 0.8901098901098901; 0.8280336684592003; 0.8247619047619047; 0.9372294372294372; 0.8015888565457531
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; 4; svd_reconstruct; svdn; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.81034483 0.8362069  0.79310345 0.86206897 0.78448276]; 0.8186528497409327; 0.8497409326424871; 0.8302277432712215; 0.8507462686567163; 0.9827586206896551; 0.8275862068965518; 0.8309178743961353; 0.945054945054945; 0.8254686489980607; 0.863849765258216; 0.92; 0.8470967741935483; 0.8495412844036697; 0.9625779625779626; 0.8307735173714554
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.86607143 0.8125     0.79090909 0.8        0.82727273]; 0.7934782608695652; 0.7934782608695652; 0.9023861171366594; 0.9753521126760563; 1.0; 0.9747292418772563; 0.8137254901960784; 0.8217821782178217; 0.7904091613980674; 0.808080808080808; 0.8791208791208791; 0.794399149237859; 0.9072164948453608; 0.9381663113006397; 0.9017542373280241
svm_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; 4; svd_reconstruct; svdne; 674; 224; 224; 0.6007130124777184; 0.19964349376114082; 0.19964349376114082; [0.91911765 0.96323529 0.94776119 0.93283582 0.93283582]; 0.78125; 0.7857142857142857; 0.8743315508021391; 0.9347181008902077; 0.9347181008902077; 0.9347181008902077; 0.780269058295964; 0.7767857142857143; 0.78125; 0.7714285714285715; 0.7864077669902912; 0.7857658669662201; 0.872628726287263; 0.875; 0.8743421052631579
ensemble_model_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; 4; svd_reconstruct; svdne; 680; 226; 226; 0.6007067137809188; 0.19964664310954064; 0.19964664310954064; [0.90441176 0.88235294 0.93382353 0.86764706 0.88235294]; 0.831858407079646; 0.8097345132743363; 0.9019434628975265; 0.9567723342939481; 0.9764705882352941; 0.9558823529411765; 0.8333333333333334; 0.8482142857142857; 0.8320018796992481; 0.8138528138528138; 0.8103448275862069; 0.809717868338558; 0.9037294015611449; 0.9172535211267606; 0.901889171910898
ensemble_model_v2_N32_B84_E116_nb_zones_4_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 504; 168; 168; 0.6; 0.2; 0.2; [0.7745098  0.82352941 0.85       0.82       0.92      ]; 0.8273809523809523; 0.7797619047619048; 0.905952380952381; 0.974757281553398; 0.996031746031746; 0.9742063492063492; 0.8465608465608465; 0.898876404494382; 0.8228559237661783; 0.8042328042328042; 0.9156626506024096; 0.7813607370659106; 0.9115341545352743; 0.9599056603773585; 0.9054335994194485
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; 6; svd_reconstruct; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.88888889 0.87078652 0.88764045 0.89325843 0.86516854]; 0.797979797979798; 0.7643097643097643; 0.8977119784656796; 0.9753914988814317; 0.9775784753363229; 0.9753363228699553; 0.8305084745762711; 0.9130434782608695; 0.7874040920716112; 0.7904191616766467; 0.8979591836734694; 0.7656462585034014; 0.9039190897597977; 0.9482758620689655; 0.896952138684756
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; 6; svd_reconstruct; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.81382979 0.82795699 0.80107527 0.79569892 0.77956989]; 0.8161290322580645; 0.8032258064516129; 0.9033505154639175; 0.9644444444444444; 0.9313304721030042; 0.9656652360515021; 0.831858407079646; 0.9724137931034482; 0.8256008359456635; 0.8300835654596099; 0.9551282051282052; 0.8022394272394273; 0.9061326658322904; 0.9439374185136897; 0.9038158430148067
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.90217391 0.90217391 0.86413043 0.89130435 0.86413043]; 0.7875816993464052; 0.7908496732026143; 0.902088772845953; 0.9775880469583779; 0.9956521739130435; 0.9771739130434783; 0.8238482384823848; 0.9212121212121213; 0.7762088974854934; 0.803680981595092; 0.903448275862069; 0.7964446348254445; 0.9080882352941178; 0.9623376623376624; 0.9017725057095135
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; 6; svd_reconstruct; svdn; 972; 324; 324; 0.6; 0.2; 0.2; [0.86734694 0.77835052 0.84020619 0.8556701  0.81958763]; 0.8240740740740741; 0.8024691358024691; 0.8314814814814815; 0.8535645472061658; 0.911522633744856; 0.8436213991769547; 0.8527131782945736; 0.9821428571428571; 0.8179945054945055; 0.8232044198895028; 0.9612903225806452; 0.8090475281542279; 0.847229994404029; 0.9357231149567367; 0.83161001617134
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; 6; svd_reconstruct; svdn; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.82291667 0.78421053 0.75263158 0.74736842 0.75263158]; 0.8391167192429022; 0.8517350157728707; 0.8600252206809584; 0.8767395626242545; 0.9264705882352942; 0.8697478991596639; 0.8349514563106796; 0.8164556962025317; 0.8390454581641589; 0.853582554517134; 0.8782051282051282; 0.8521460423634337; 0.8643031784841075; 0.8949367088607595; 0.860156796641435
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 876; 292; 292; 0.6; 0.2; 0.2; [0.88636364 0.82386364 0.85227273 0.83908046 0.87356322]; 0.815068493150685; 0.7705479452054794; 0.8794520547945206; 0.9388209121245829; 0.9634703196347032; 0.937214611872146; 0.8353658536585364; 0.9319727891156463; 0.8142622566267887; 0.7845659163987139; 0.9172932330827067; 0.7825459876105358; 0.8855656697009102; 0.9484679665738162; 0.880568215092838
svm_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; 6; svd_reconstruct; svdne; 1000; 333; 333; 0.6002400960384153; 0.1998799519807923; 0.1998799519807923; [0.895 0.9   0.885 0.89  0.875]; 0.8048048048048048; 0.7987987987987988; 0.8745498199279712; 0.9208633093525179; 0.896; 0.9229999999999999; 0.8238482384823849; 0.8491620111731844; 0.8012043822099688; 0.8080229226361031; 0.8493975903614458; 0.7989502921867109; 0.8764044943820224; 0.8769230769230769; 0.8745151316405884
ensemble_model_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; 6; svd_reconstruct; svdne; 934; 311; 311; 0.6002570694087404; 0.19987146529562982; 0.19987146529562982; [0.86170213 0.81914894 0.88709677 0.87096774 0.90322581]; 0.8135048231511254; 0.7909967845659164; 0.8740359897172236; 0.9214208826695371; 0.9164882226980728; 0.9218415417558887; 0.8284023668639053; 0.9090909090909091; 0.8144180660104228; 0.8199445983379501; 0.8809523809523809; 0.7831335331335332; 0.8796068796068797; 0.9074778200253485; 0.8735563806776026
ensemble_model_v2_N32_B84_E116_nb_zones_6_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.875      0.90340909 0.89204545 0.875      0.89655172]; 0.726027397260274; 0.7397260273972602; 0.8638850889192886; 0.9520624303233; 0.9726651480637813; 0.9510250569476082; 0.7515527950310559; 0.8768115942028986; 0.7338603425559946; 0.7738095238095238; 0.8904109589041096; 0.7397260273972603; 0.8720257234726688; 0.9377593360995851; 0.8646848101336897
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; 8; svd_reconstruct; svd; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.8        0.81666667 0.80416667 0.81666667 0.81092437]; 0.8020050125313283; 0.8320802005012531; 0.8892785571142284; 0.9369217830109335; 0.9298831385642737; 0.9373956594323872; 0.8087167070217917; 0.8652849740932642; 0.8040017103476029; 0.8393285371702638; 0.8495145631067961; 0.8314930328487349; 0.890539871223378; 0.9008016032064128; 0.8892785571142284
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; 8; svd_reconstruct; svd; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.86440678 0.87288136 0.85470085 0.88461538 0.86324786]; 0.8235294117647058; 0.7979539641943734; 0.9008179959100204; 0.9615384615384616; 0.979557069846678; 0.9608177172061328; 0.8279301745635911; 0.8691099476439791; 0.8245549738219896; 0.8141176470588236; 0.8522167487684729; 0.7957892254480662; 0.9040553907022749; 0.9317023445463812; 0.9007229671449855
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.81196581 0.82051282 0.80769231 0.84188034 0.78017241]; 0.8688946015424165; 0.7866323907455013; 0.9018499486125385; 0.9507346585998272; 0.9417808219178082; 0.9511986301369862; 0.8740740740740741; 0.8762376237623762; 0.8686000953036479; 0.7762803234501349; 0.7539267015706806; 0.7860542598762493; 0.901189860320745; 0.8915046059365405; 0.9018926538454631
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; 8; svd_reconstruct; svdn; 1140; 380; 380; 0.6; 0.2; 0.2; [0.83333333 0.79385965 0.8377193  0.85964912 0.80263158]; 0.8263157894736842; 0.7973684210526316; 0.868421052631579; 0.9141940657578188; 1.0; 0.9061403508771929; 0.838235294117647; 0.855; 0.8247222222222224; 0.7818696883852692; 0.7931034482758621; 0.7970371610311349; 0.8754980079681275; 0.9311440677966102; 0.8688147117225731
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; 8; svd_reconstruct; svdn; 1104; 368; 368; 0.6; 0.2; 0.2; [0.85135135 0.82432432 0.83181818 0.82272727 0.85909091]; 0.7635869565217391; 0.7663043478260869; 0.8195652173913044; 0.8724939855653568; 0.9855072463768116; 0.8559782608695652; 0.8009153318077803; 0.8928571428571429; 0.7545681063122923; 0.7981220657276996; 0.9289617486338798; 0.7671835770196427; 0.842654028436019; 0.9548872180451128; 0.8179276574273969
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 1026; 342; 342; 0.6; 0.2; 0.2; [0.88349515 0.81067961 0.82524272 0.80392157 0.83823529]; 0.8304093567251462; 0.783625730994152; 0.8748538011695907; 0.9254545454545454; 0.9922027290448343; 0.9200779727095516; 0.8449197860962566; 0.9080459770114943; 0.8290229885057472; 0.7810650887573964; 0.9103448275862069; 0.8003500787677228; 0.8818984547461368; 0.9603365384615384; 0.8770930983879446
svm_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; 8; svd_reconstruct; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.8125     0.82083333 0.78571429 0.80252101 0.78571429]; 0.8190954773869347; 0.8165829145728644; 0.8613065326633166; 0.8885106382978724; 0.8743718592964824; 0.890284757118928; 0.824390243902439; 0.8848167539267016; 0.8216354301034474; 0.8215158924205379; 0.8795811518324608; 0.819017629056327; 0.8615847542627884; 0.8774259448416751; 0.8615616371092649
ensemble_model_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; 8; svd_reconstruct; svdne; 1028; 342; 342; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.85436893 0.8592233  0.87378641 0.84951456 0.8627451 ]; 0.7777777777777778; 0.8157894736842105; 0.8498831775700935; 0.8907407407407408; 0.9357976653696498; 0.8852140077821011; 0.8090452261306532; 0.9044943820224719; 0.7723691422307482; 0.835509138381201; 0.8839779005524862; 0.8115541676675474; 0.861902203116604; 0.9186712485681557; 0.8484893787536845
ensemble_model_v2_N32_B84_E116_nb_zones_8_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.89430894 0.92682927 0.88211382 0.90163934 0.9057377 ]; 0.7573529411764706; 0.7230392156862745; 0.8790401567091087; 0.9713818479149631; 0.9690048939641109; 0.9714518760195758; 0.7659574468085106; 0.7431192660550459; 0.7584017382906808; 0.7237163814180929; 0.7326732673267327; 0.7231327501682208; 0.8798053527980535; 0.8751210067763795; 0.8790867670155436
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; 10; svd_reconstruct; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.7755102  0.79251701 0.7755102  0.77210884 0.79251701]; 0.8322295805739515; 0.8167770419426048; 0.8880471380471381; 0.9282360831656606; 0.9414965986394558; 0.9272108843537414; 0.8455284552845528; 0.9454545454545454; 0.8353882169332812; 0.8419047619047618; 0.9484978540772532; 0.8128852906749902; 0.8939393939393938; 0.9436026936026936; 0.8880471380471381
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; 10; svd_reconstruct; svd; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.84899329 0.81543624 0.86824324 0.83445946 0.82432432]; 0.7847533632286996; 0.7914798206278026; 0.9128787878787878; 0.9877216916780356; 0.9757412398921833; 0.9878706199460916; 0.7828054298642534; 0.7899543378995434; 0.7848450103594634; 0.7937915742793792; 0.788546255506608; 0.7915334017259068; 0.9122509537939806; 0.9057239057239057; 0.9128787878787878
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 1548; 516; 516; 0.6; 0.2; 0.2; [0.86129032 0.85483871 0.83225806 0.86774194 0.8538961 ]; 0.7632850241545893; 0.782608695652174; 0.8855218855218855; 0.9461538461538462; 0.9534883720930233; 0.9457364341085271; 0.780269058295964; 0.8169014084507042; 0.7616845350711232; 0.7945205479452054; 0.8656716417910447; 0.7849484969518603; 0.8887070376432078; 0.9141414141414141; 0.8855218855218856
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; 10; svd_reconstruct; svdn; 1488; 496; 496; 0.6; 0.2; 0.2; [0.82550336 0.8557047  0.8557047  0.83557047 0.85472973]; 0.7882882882882883; 0.7657657657657657; 0.8211279461279462; 0.8621736490588949; 0.9543010752688172; 0.8474462365591398; 0.8134920634920636; 0.9318181818181818; 0.7895698051948052; 0.8007662835249043; 0.9330357142857143; 0.7642451298701299; 0.8410026187803965; 0.9461279461279462; 0.8211279461279462
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; 10; svd_reconstruct; svdn; 1544; 514; 514; 0.6003110419906688; 0.19984447900466562; 0.19984447900466562; [0.79032258 0.83870968 0.84090909 0.88636364 0.83766234]; 0.7740384615384616; 0.7740384615384616; 0.8493265993265994; 0.8949320148331273; 0.9378238341968912; 0.8898963730569949; 0.8049792531120331; 0.9326923076923077; 0.7740384615384616; 0.8065843621399178; 0.9423076923076923; 0.7740384615384617; 0.8615622583139985; 0.9377104377104377; 0.8493265993265993
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.83441558 0.81818182 0.84640523 0.85294118 0.83986928]; 0.7838479809976246; 0.7363420427553444; 0.8404882154882155; 0.891743119266055; 0.9504563233376793; 0.8846153846153845; 0.8115942028985508; 0.9074074074074074; 0.7805329719963867; 0.7730061349693251; 0.9219512195121952; 0.7410682023486901; 0.8546221710778673; 0.9377104377104377; 0.8404882154882155
svm_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; 10; svd_reconstruct; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.81666667 0.84       0.82333333 0.81       0.81333333]; 0.8584474885844748; 0.8242009132420092; 0.8459595959595959; 0.8532643826761473; 0.88; 0.8486666666666666; 0.8652173913043478; 0.9045454545454545; 0.8582360300250208; 0.8277404921700223; 0.8486238532110092; 0.8243119266055047; 0.8508557457212713; 0.8787878787878788; 0.845959595959596
ensemble_model_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; 10; svd_reconstruct; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.81543624 0.79054054 0.86486486 0.83108108 0.82432432]; 0.8322147651006712; 0.8456375838926175; 0.8619528619528619; 0.8802083333333333; 0.9122807017543859; 0.8758434547908232; 0.8484848484848485; 0.875; 0.828804347826087; 0.8421052631578948; 0.8888888888888888; 0.8486111111111111; 0.86709886547812; 0.9006734006734006; 0.8619528619528618
ensemble_model_v2_N32_B84_E116_nb_zones_10_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.8013245  0.83443709 0.81666667 0.85333333 0.81333333]; 0.8027522935779816; 0.805045871559633; 0.8943602693602694; 0.9478487614080835; 0.9667553191489362; 0.946808510638298; 0.8177966101694915; 0.8812785388127854; 0.8023904214801254; 0.8179871520342611; 0.880184331797235; 0.8053889695515855; 0.8985038414880713; 0.9351851851851852; 0.8943602693602694
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; 12; svd_reconstruct; svd; 1930; 643; 643; 0.6001243781094527; 0.19993781094527363; 0.19993781094527363; [0.81088083 0.85751295 0.82901554 0.83419689 0.82901554]; 0.7847533632286996; 0.695067264573991; 0.9002525252525253; 0.9390428211586902; 0.9658031088082901; 0.9373056994818653; 0.8153846153846154; 0.8833333333333333; 0.7766181229773462; 0.7235772357723578; 0.8640776699029126; 0.7070388349514563; 0.9048574869530309; 0.9486531986531986; 0.9002525252525252
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; 12; svd_reconstruct; svd; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.81952663 0.82840237 0.79881657 0.77514793 0.79881657]; 0.8833819241982507; 0.8833819241982507; 0.9288720538720538; 0.9473684210526316; 0.9479289940828403; 0.9473372781065088; 0.8941798941798941; 0.949438202247191; 0.8807797071842016; 0.8876404494382022; 0.9575757575757575; 0.8860912495743956; 0.9303092783505154; 0.9494949494949495; 0.9288720538720538
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svd; 32; 84; 116; zones; svd_reconstruct; svd; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.83967391 0.86413043 0.86956522 0.83423913 0.85326087]; 0.7388059701492538; 0.6455223880597015; 0.9170875420875421; 0.9825708061002177; 0.9804347826086957; 0.9826086956521739; 0.7891566265060241; 0.9632352941176471; 0.7354055258467024; 0.7021943573667712; 0.8484848484848485; 0.6485071301247772; 0.9207880981101729; 0.9638047138047138; 0.917087542087542
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; 12; svd_reconstruct; svdn; 1678; 559; 559; 0.600143061516452; 0.19992846924177396; 0.19992846924177396; [0.86607143 0.86607143 0.86309524 0.8422619  0.84730539]; 0.7191977077363897; 0.7106017191977078; 0.8274410774410774; 0.8828428650749583; 0.9475566150178785; 0.8742550655542313; 0.7752293577981653; 0.9285714285714286; 0.7097946963216424; 0.7589498806682577; 0.9520958083832335; 0.7205533986971113; 0.845632530120482; 0.9452861952861953; 0.8274410774410774
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; 12; svd_reconstruct; svdn; 1776; 592; 592; 0.6; 0.2; 0.2; [0.82022472 0.80898876 0.85674157 0.81073446 0.83898305]; 0.7833333333333333; 0.8133333333333334; 0.8333333333333334; 0.8594787940725601; 0.9470720720720721; 0.8451576576576576; 0.8104956268221575; 0.9858156028368794; 0.7947945938712698; 0.8494623655913979; 0.9937106918238994; 0.8018198849190419; 0.8517964071856288; 0.9579124579124579; 0.8333333333333334
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svdn; 32; 84; 116; zones; svd_reconstruct; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.83333333 0.81355932 0.85875706 0.83050847 0.82954545]; 0.7796052631578947; 0.7598684210526315; 0.8564814814814815; 0.8952579468473163; 0.9717194570135747; 0.8863122171945702; 0.8133704735376044; 0.948051948051948; 0.7773593073593074; 0.7896253602305475; 0.9133333333333333; 0.7618614718614718; 0.8700952380952381; 0.9612794612794613; 0.8564814814814815
svm_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; 12; svd_reconstruct; svdne; 1882; 627; 627; 0.6001275510204082; 0.19993622448979592; 0.19993622448979592; [0.82804233 0.83510638 0.84840426 0.85638298 0.82446809]; 0.8016194331983806; 0.7854251012145749; 0.8606902356902357; 0.8812856402280975; 0.9032943676939427; 0.8783209351753454; 0.8016194331983807; 0.792; 0.8017377049180329; 0.7800829875518671; 0.7704918032786885; 0.7852459016393444; 0.8630533719486967; 0.8779461279461279; 0.8606902356902357
ensemble_model_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; 12; svd_reconstruct; svdne; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.81491713 0.83333333 0.825      0.83611111 0.81944444]; 0.8257839721254355; 0.8501742160278746; 0.8594276094276094; 0.8717402873869079; 0.9089900110987791; 0.8662597114317424; 0.8161764705882353; 0.7985611510791367; 0.824956251215244; 0.8469750889679715; 0.8040540540540541; 0.8516673147968111; 0.8626644736842105; 0.882996632996633; 0.8594276094276094
ensemble_model_v2_N32_B84_E116_nb_zones_12_svd_reconstruct_svdne; 32; 84; 116; zones; svd_reconstruct; svdne; 1642; 547; 547; 0.6001461988304093; 0.19992690058479531; 0.19992690058479531; [0.77272727 0.75914634 0.81097561 0.82012195 0.7804878 ]; 0.8637602179836512; 0.8692098092643051; 0.8855218855218855; 0.8983644859813084; 0.9366626065773447; 0.8940316686967114; 0.878048780487805; 0.967741935483871; 0.8623240064159686; 0.88; 0.9723756906077348; 0.870596447454405; 0.8921490880253766; 0.946969696969697; 0.8855218855218855
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; 4; svd_reconstruct; svd; 516; 172; 172; 0.6; 0.2; 0.2; [0.84615385 0.81730769 0.89423077 0.82352941 0.83333333]; 0.8081395348837209; 0.7616279069767442; 0.8627906976744186; 0.9147286821705426; 0.9147286821705426; 0.9147286821705426; 0.835820895522388; 0.8571428571428571; 0.8001930501930502; 0.760233918128655; 0.7471264367816092; 0.7617985125084518; 0.8671171171171171; 0.8690744920993227; 0.8625948000064959
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; 4; svd_reconstruct; svd; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.92857143 0.87301587 0.91269841 0.91269841 0.93548387]; 0.8038277511961722; 0.7703349282296651; 0.9130019120458891; 0.9968051118210862; 0.9936305732484076; 0.9968152866242038; 0.8038277511961722; 0.865979381443299; 0.8079896907216495; 0.7966101694915254; 0.8545454545454545; 0.7656565656565656; 0.9150326797385621; 0.9404990403071017; 0.9131066630106937
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 552; 184; 184; 0.6; 0.2; 0.2; [0.8125     0.8        0.77272727 0.79090909 0.89090909]; 0.7989130434782609; 0.7880434782608695; 0.8771739130434782; 0.9342806394316163; 0.9528985507246377; 0.9329710144927538; 0.8195121951219512; 0.8571428571428571; 0.7948504983388704; 0.8059701492537314; 0.8181818181818182; 0.7855614973262033; 0.8833849329205368; 0.904862579281184; 0.876368649819563
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; 4; svd_reconstruct; svdn; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.74074074 0.78703704 0.76851852 0.82407407 0.83018868]; 0.8212290502793296; 0.8212290502793296; 0.8448660714285714; 0.8704663212435232; 0.9368029739776952; 0.8605947955390334; 0.8431372549019608; 0.8686868686868687; 0.8155934343434342; 0.8222222222222222; 0.8604651162790697; 0.8227056764191047; 0.8556593977154725; 0.9074889867841409; 0.8440159866047402
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; 4; svd_reconstruct; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.90983607 0.91666667 0.91666667 0.89166667 0.94166667]; 0.84; 0.79; 0.8782435129740519; 0.9238095238095239; 0.9667774086378738; 0.920265780730897; 0.8558558558558559; 0.8962264150943396; 0.8364110798875954; 0.7717391304347826; 0.797752808988764; 0.7907682963862739; 0.8822393822393823; 0.9213709677419355; 0.8786696735942879
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 600; 200; 200; 0.6; 0.2; 0.2; [0.78333333 0.83333333 0.80833333 0.85       0.825     ]; 0.83; 0.81; 0.893; 0.9415692821368947; 0.94; 0.9416666666666667; 0.8495575221238939; 0.9230769230769231; 0.8261217948717949; 0.8362068965517242; 0.8981481481481481; 0.8023349436392915; 0.8987701040681174; 0.927734375; 0.8921458760245902
svm_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; 4; svd_reconstruct; svdne; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.8046875 0.8125    0.8125    0.828125  0.8203125]; 0.7746478873239436; 0.8591549295774648; 0.8227016885553471; 0.8284389489953632; 0.8375; 0.8265625000000001; 0.7391304347826086; 0.6355140186915887; 0.7753041791571152; 0.8453608247422681; 0.82; 0.8569026548672566; 0.815609756097561; 0.793168880455408; 0.8223729374447727
ensemble_model_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; 4; svd_reconstruct; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.91666667 0.88461538 0.9        0.92307692 0.92307692]; 0.8341013824884793; 0.7788018433179723; 0.8858195211786372; 0.9384615384615385; 0.9355828220858896; 0.9386503067484663; 0.8421052631578947; 0.8421052631578947; 0.8336739908022482; 0.76; 0.76; 0.7774358974358975; 0.8849721706864564; 0.8833333333333333; 0.8858058608058608
ensemble_model_v2_N32_B134_E166_nb_zones_4_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.83035714 0.8125     0.8125     0.83928571 0.86363636]; 0.8279569892473119; 0.8709677419354839; 0.867741935483871; 0.8788426763110307; 0.8709677419354839; 0.8799283154121863; 0.8461538461538463; 0.8979591836734694; 0.8239795918367347; 0.88; 0.946236559139785; 0.8709677419354839; 0.8720083246618107; 0.8914893617021277; 0.8674838112858465
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; 6; svd_reconstruct; svd; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.86702128 0.79255319 0.81914894 0.80851064 0.83870968]; 0.8333333333333334; 0.8205128205128205; 0.8572343149807938; 0.8720800889877641; 0.835820895522388; 0.8773987206823027; 0.8497109826589595; 0.91875; 0.8310855263157895; 0.839080459770115; 0.8957055214723927; 0.8169802775147199; 0.8600125549278093; 0.86489898989899; 0.8571248196248197
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; 6; svd_reconstruct; svd; 798; 266; 266; 0.6; 0.2; 0.2; [0.85       0.8125     0.89375    0.88125    0.84810127]; 0.8157894736842105; 0.8233082706766918; 0.868421052631579; 0.8980645161290323; 0.8721804511278195; 0.9010025062656641; 0.8280701754385964; 0.9147286821705426; 0.81867820969841; 0.8265682656826567; 0.875; 0.8251811594202898; 0.8685199098422238; 0.8810975609756098; 0.8685903235145112
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 976; 325; 325; 0.6002460024600246; 0.1998769987699877; 0.1998769987699877; [0.80612245 0.82653061 0.81632653 0.77835052 0.7628866 ]; 0.8092307692307692; 0.8153846153846154; 0.8757687576875769; 0.9188640973630832; 0.9282786885245902; 0.9180327868852459; 0.7960526315789473; 0.7658227848101266; 0.8080610930038657; 0.8026315789473684; 0.7577639751552795; 0.8148575973337373; 0.8732747804265998; 0.862453531598513; 0.8756712102437009
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; 6; svd_reconstruct; svdn; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.77272727 0.84659091 0.82386364 0.84090909 0.78977273]; 0.8498293515358362; 0.8430034129692833; 0.8294679399727148; 0.8312236286919831; 0.8954545454545455; 0.8181818181818183; 0.8472222222222222; 0.8472222222222222; 0.8497856077554065; 0.8516129032258064; 0.88; 0.842097902097902; 0.8382923673997412; 0.8828337874659401; 0.8293950358094728
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; 6; svd_reconstruct; svdn; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.88095238 0.85714286 0.89880952 0.79518072 0.86746988]; 0.7553956834532374; 0.7949640287769785; 0.8304597701149425; 0.8689492325855963; 0.8803827751196173; 0.8672248803827751; 0.7763157894736842; 0.8428571428571429; 0.754761904761905; 0.8041237113402062; 0.8357142857142857; 0.7946687370600414; 0.8363384188626907; 0.8638968481375359; 0.8303634096595459
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.78865979 0.88659794 0.80412371 0.84536082 0.84536082]; 0.8297213622291022; 0.8080495356037152; 0.8452970297029703; 0.8671328671328672; 0.8948453608247423; 0.8628865979381443; 0.8441926345609065; 0.8869047619047619; 0.8273233486943163; 0.812121212121212; 0.864516129032258; 0.8102342549923194; 0.8515439429928741; 0.8873762376237624; 0.8452970297029703
svm_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; 6; svd_reconstruct; svdne; 888; 296; 296; 0.6; 0.2; 0.2; [0.88764045 0.87640449 0.86516854 0.88764045 0.86363636]; 0.7905405405405406; 0.8040540540540541; 0.8486486486486486; 0.8804597701149426; 0.8626126126126126; 0.8828828828828829; 0.7960526315789473; 0.8402777777777778; 0.7918494152046784; 0.8198757763975155; 0.8918918918918919; 0.8040540540540541; 0.8502673796791443; 0.8641304347826086; 0.8487318840579711
ensemble_model_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; 6; svd_reconstruct; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.85227273 0.84659091 0.82183908 0.82183908 0.81609195]; 0.8041237113402062; 0.7903780068728522; 0.8543956043956044; 0.8914549653579676; 0.8832951945080092; 0.8924485125858124; 0.8213166144200628; 0.891156462585034; 0.8032171201814059; 0.7959866220735785; 0.8380281690140845; 0.7914973059835523; 0.8571428571428572; 0.8760330578512396; 0.8544548850900034
ensemble_model_v2_N32_B134_E166_nb_zones_6_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 954; 318; 318; 0.6; 0.2; 0.2; [0.875      0.828125   0.75263158 0.8        0.86315789]; 0.8176100628930818; 0.839622641509434; 0.8635220125786164; 0.8855932203389829; 0.8763102725366876; 0.8867924528301887; 0.8352272727272726; 0.930379746835443; 0.8183148734177216; 0.853868194842407; 0.9490445859872612; 0.8409819203228232; 0.8680851063829789; 0.9015151515151515; 0.8636648439280018
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; 8; svd_reconstruct; svd; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.81623932 0.81465517 0.82758621 0.80603448 0.84482759]; 0.7803617571059431; 0.8372093023255814; 0.8961776859504132; 0.9533861037818823; 0.9328743545611016; 0.9543889845094665; 0.8081264108352145; 0.9132653061224489; 0.778622181857036; 0.851063829787234; 0.9574468085106383; 0.8405324494814499; 0.8996505242136795; 0.933678756476684; 0.8962935491961175
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; 8; svd_reconstruct; svd; 1290; 430; 430; 0.6; 0.2; 0.2; [0.8372093  0.8372093  0.86434109 0.85658915 0.79457364]; 0.8093023255813954; 0.8232558139534883; 0.8725581395348837; 0.9090909090909092; 0.8992248062015504; 0.9100775193798449; 0.8038277511961721; 0.8442211055276382; 0.8117209423742088; 0.8389830508474576; 0.8761061946902655; 0.8204060385216032; 0.873499538319483; 0.8841121495327103; 0.8726116303219108
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 1242; 414; 414; 0.6; 0.2; 0.2; [0.84       0.85483871 0.86290323 0.85887097 0.83467742]; 0.8623188405797102; 0.7632850241545893; 0.8739130434782608; 0.9167974882260597; 0.9404186795491143; 0.9146537842190015; 0.8652482269503546; 0.8591549295774648; 0.8624132856842548; 0.762135922330097; 0.7621359223300971; 0.7632794996265868; 0.8762446657183499; 0.8884615384615384; 0.8738424197162061
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; 8; svd_reconstruct; svdn; 1206; 402; 402; 0.6; 0.2; 0.2; [0.85123967 0.83884298 0.86363636 0.8625     0.8375    ]; 0.835820895522388; 0.8233830845771144; 0.844776119402985; 0.8623131392604249; 0.9087893864013267; 0.8548922056384742; 0.8382352941176471; 0.8769230769230769; 0.8370122630992196; 0.8229426433915213; 0.873015873015873; 0.826179298010284; 0.85; 0.8956433637284701; 0.8456711442298264
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; 8; svd_reconstruct; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.86752137 0.83189655 0.84482759 0.84913793 0.86637931]; 0.8397932816537468; 0.8062015503875969; 0.8481404958677686; 0.8730800323362975; 0.9294320137693631; 0.8648881239242686; 0.839378238341969; 0.8852459016393442; 0.8421327547412409; 0.8091603053435115; 0.8548387096774194; 0.8080163697640829; 0.8541666666666666; 0.9063157894736842; 0.8492025194832924
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 1148; 382; 382; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.88695652 0.82608696 0.84347826 0.84782609 0.85087719]; 0.8115183246073299; 0.8036649214659686; 0.850418410041841; 0.8825021132713441; 0.9094076655052264; 0.8789198606271778; 0.8252427184466019; 0.8542713567839196; 0.8096493395941455; 0.8071979434447301; 0.8051282051282052; 0.80363362128068; 0.8558467741935484; 0.8770661157024794; 0.8500796680207311
svm_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; 8; svd_reconstruct; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.82352941 0.85714286 0.83898305 0.84745763 0.85169492]; 0.7791878172588832; 0.7639593908629442; 0.8407707910750507; 0.8879598662207356; 0.8969594594594594; 0.8868243243243243; 0.7786259541984734; 0.7355769230769231; 0.7817669561621174; 0.7493261455525607; 0.7393617021276596; 0.7628847345589755; 0.8397959183673468; 0.832995951417004; 0.8407865935946809
ensemble_model_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; 8; svd_reconstruct; svdne; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.84684685 0.90909091 0.90454545 0.87727273 0.86363636]; 0.8119891008174387; 0.7874659400544959; 0.8649237472766884; 0.9097408400357462; 0.9237749546279492; 0.9083484573502723; 0.8088642659279778; 0.8538011695906432; 0.8146556868361379; 0.8030303030303029; 0.8457446808510638; 0.7860008320456437; 0.8678038379530918; 0.8945054945054945; 0.8651793131274772
ensemble_model_v2_N32_B134_E166_nb_zones_8_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 1210; 403; 403; 0.6001984126984127; 0.19990079365079366; 0.19990079365079366; [0.83057851 0.85123967 0.82644628 0.83884298 0.82231405]; 0.8287841191066998; 0.8213399503722084; 0.8551587301587301; 0.8763308763308764; 0.8842975206611571; 0.8752066115702479; 0.8353221957040573; 0.8928571428571429; 0.8304865424430642; 0.8285714285714286; 0.8325358851674641; 0.8209071178414641; 0.8582524271844661; 0.8752475247524752; 0.8551187921973111
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; 10; svd_reconstruct; svd; 1542; 514; 514; 0.6; 0.2; 0.2; [0.85483871 0.81818182 0.85064935 0.82142857 0.85064935]; 0.8321342925659473; 0.8033573141486811; 0.8581649831649831; 0.8769128409846971; 0.85473411154345; 0.8800259403372244; 0.8535564853556487; 0.918918918918919; 0.8261261261261261; 0.8101851851851852; 0.8974358974358975; 0.8090783090783089; 0.8603398259428098; 0.8737373737373737; 0.8581649831649831
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; 10; svd_reconstruct; svd; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.83673469 0.83333333 0.8707483  0.86734694 0.87671233]; 0.8083700440528634; 0.7797356828193832; 0.8640572390572391; 0.9094540612516644; 0.9305177111716622; 0.9073569482288828; 0.8096280087527352; 0.8149779735682819; 0.8083700440528634; 0.7863247863247862; 0.8105726872246696; 0.7797356828193833; 0.8669138854552946; 0.8855218855218855; 0.864057239057239
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 1344; 448; 448; 0.6; 0.2; 0.2; [0.81111111 0.79259259 0.78358209 0.80970149 0.80597015]; 0.8348214285714286; 0.8794642857142857; 0.9196428571428571; 0.9603053435114504; 0.9360119047619048; 0.9613095238095238; 0.8310502283105023; 0.896551724137931; 0.840112596762843; 0.892; 0.9369747899159664; 0.8756302521008403; 0.9199288256227758; 0.9290206648697215; 0.9197011043958191
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; 10; svd_reconstruct; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.81372549 0.87581699 0.84210526 0.86513158 0.86513158]; 0.7910798122065728; 0.795774647887324; 0.8312289562289562; 0.8585795097423005; 0.8963254593175853; 0.8523622047244095; 0.8026607538802661; 0.8497652582159625; 0.7910798122065728; 0.814498933901919; 0.8967136150234741; 0.7957746478873239; 0.8403026682596574; 0.8880471380471381; 0.8312289562289562
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; 10; svd_reconstruct; svdn; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.82911392 0.87341772 0.9044586  0.89171975 0.88853503]; 0.7880299251870324; 0.7381546134663342; 0.8451178451178452; 0.8890274314214464; 0.9059720457433291; 0.8869123252858958; 0.816414686825054; 0.883177570093458; 0.7811609775600981; 0.7469879518072289; 0.8288770053475936; 0.7438777550102454; 0.8517324738114423; 0.8897306397306397; 0.8451178451178452
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.81944444 0.78472222 0.80555556 0.8041958  0.81468531]; 0.8787234042553191; 0.8723404255319149; 0.8653198653198653; 0.8670595939751146; 0.9220055710306406; 0.8586350974930361; 0.8805031446540881; 0.8860759493670886; 0.8786602922801108; 0.8701298701298701; 0.8626609442060086; 0.8722587421451984; 0.870235198702352; 0.9031986531986532; 0.8653198653198653
svm_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; 10; svd_reconstruct; svdne; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.85099338 0.83774834 0.80463576 0.82781457 0.85666667]; 0.8202764976958525; 0.8179723502304147; 0.8367003367003367; 0.8499025341130605; 0.8673740053050398; 0.846816976127321; 0.8333333333333333; 0.851528384279476; 0.8184471189690063; 0.8096385542168675; 0.8195121951219512; 0.8180530407924166; 0.8398018166804294; 0.8560606060606061; 0.8367003367003367
ensemble_model_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; 10; svd_reconstruct; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.81081081 0.8707483  0.84693878 0.85714286 0.8537415 ]; 0.8053097345132744; 0.7721238938053098; 0.8287037037037037; 0.8563829787234043; 0.875; 0.8532608695652174; 0.8196721311475409; 0.91324200913242; 0.808552335038313; 0.8015414258188824; 0.8927038626609443; 0.7682697395496502; 0.8379131819992035; 0.8855218855218855; 0.8287037037037036
ensemble_model_v2_N32_B134_E166_nb_zones_10_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.85172414 0.85172414 0.84827586 0.82068966 0.85763889]; 0.7844827586206896; 0.8060344827586207; 0.8501683501683501; 0.8882907133243607; 0.9116022099447514; 0.8853591160220995; 0.7797356828193833; 0.8271028037383178; 0.7875514018691588; 0.8288973384030418; 0.872; 0.8004859813084112; 0.8556366585563665; 0.8880471380471381; 0.8501683501683501
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; 12; svd_reconstruct; svd; 1800; 600; 600; 0.6; 0.2; 0.2; [0.85555556 0.85833333 0.83333333 0.875      0.85833333]; 0.6701388888888888; 0.7638888888888888; 0.9053030303030303; 0.9644495412844036; 0.9344444444444444; 0.9655555555555556; 0.7058823529411764; 0.8028169014084507; 0.6719563959097048; 0.7901234567901235; 0.8767123287671232; 0.7622998263553926; 0.9058971141781681; 0.9116161616161617; 0.9053030303030304
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; 12; svd_reconstruct; svd; 1698; 566; 566; 0.6; 0.2; 0.2; [0.80588235 0.81764706 0.81470588 0.83823529 0.86982249]; 0.8141592920353983; 0.8259587020648967; 0.8535353535353535; 0.8678362573099415; 0.8739693757361602; 0.8669022379269729; 0.8320000000000001; 0.9285714285714286; 0.8151629072681704; 0.8401084010840109; 0.9064327485380117; 0.8252401837928154; 0.8581907090464548; 0.8863636363636364; 0.8535353535353535
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svd; 32; 134; 166; zones; svd_reconstruct; svd; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.81593407 0.79395604 0.8121547  0.82872928 0.83977901]; 0.8256227758007118; 0.8469750889679716; 0.8779461279461279; 0.892972972972973; 0.9106945975744212; 0.8908489525909592; 0.8136882129277566; 0.7867647058823529; 0.8244168356997971; 0.8469750889679715; 0.8206896551724138; 0.8478448275862069; 0.8788638262322472; 0.8855218855218855; 0.8779461279461279
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; 12; svd_reconstruct; svdn; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.8442623  0.83879781 0.83333333 0.8021978  0.81043956]; 0.8472727272727273; 0.8436363636363636; 0.8320707070707071; 0.8349106203995794; 0.8696604600219058; 0.828039430449069; 0.8590604026845637; 0.9411764705882353; 0.8482860770207363; 0.858085808580858; 0.935251798561151; 0.8426258992805755; 0.8405912904514582; 0.8855218855218855; 0.8320707070707071
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; 12; svd_reconstruct; svdn; 1900; 633; 633; 0.6001263423878711; 0.19993682880606445; 0.19993682880606445; [0.84473684 0.82894737 0.81842105 0.85       0.82631579]; 0.819327731092437; 0.8235294117647058; 0.8463804713804713; 0.8587285570131181; 0.8957894736842106; 0.8526315789473684; 0.8401486988847584; 0.8968253968253969; 0.814484126984127; 0.8320000000000001; 0.9285714285714286; 0.8293650793650795; 0.8540583766493403; 0.898989898989899; 0.8463804713804715
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svdn; 32; 134; 166; zones; svd_reconstruct; svdn; 1830; 610; 610; 0.6; 0.2; 0.2; [0.84153005 0.8715847  0.84699454 0.82513661 0.84972678]; 0.7765567765567766; 0.7765567765567766; 0.8577441077441077; 0.8863157894736843; 0.9202185792349726; 0.8819672131147541; 0.8087774294670846; 0.9626865671641791; 0.7799044346612263; 0.8123076923076923; 0.9496402877697842; 0.7733276065714592; 0.8671383647798742; 0.9284511784511784; 0.8577441077441077
svm_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; 12; svd_reconstruct; svdne; 1812; 604; 604; 0.6; 0.2; 0.2; [0.82967033 0.84530387 0.82872928 0.82872928 0.81767956]; 0.776595744680851; 0.7695035460992907; 0.8413299663299664; 0.8637110016420361; 0.8708609271523179; 0.8625827814569537; 0.7864406779661017; 0.8285714285714286; 0.7769617706237425; 0.7826086956521738; 0.823943661971831; 0.7691146881287727; 0.8442792234613795; 0.8602693602693603; 0.8413299663299664
ensemble_model_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; 12; svd_reconstruct; svdne; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.83425414 0.85359116 0.83425414 0.82596685 0.87016575]; 0.784452296819788; 0.8056537102473498; 0.8526936026936027; 0.8710033076074971; 0.8729281767955801; 0.8707182320441988; 0.8145896656534954; 0.9241379310344827; 0.7809095452273862; 0.8264984227129336; 0.9492753623188406; 0.80912043978011; 0.8577235772357724; 0.8880471380471381; 0.8526936026936026
ensemble_model_v2_N32_B134_E166_nb_zones_12_svd_reconstruct_svdne; 32; 134; 166; zones; svd_reconstruct; svdne; 1886; 628; 628; 0.6002546148949713; 0.19987269255251433; 0.19987269255251433; [0.84126984 0.87830688 0.81746032 0.84574468 0.8962766 ]; 0.7836734693877551; 0.7387755102040816; 0.86489898989899; 0.8935281837160751; 0.9077412513255567; 0.8918345705196182; 0.8127208480565371; 0.9504132231404959; 0.7856904825379899; 0.7793103448275862; 0.9112903225806451; 0.7366368968275125; 0.8710325431900362; 0.9124579124579124; 0.86489898989899
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; 4; svd_reconstruct; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.80508475 0.80172414 0.84482759 0.77586207 0.75      ]; 0.8247422680412371; 0.7989690721649485; 0.8577319587628865; 0.8752399232245682; 0.7835051546391752; 0.8883161512027491; 0.8229166666666666; 0.8144329896907216; 0.8247422680412371; 0.7745664739884393; 0.7528089887640449; 0.7954521134296415; 0.8442437923250564; 0.7840670859538784; 0.8565365855732882
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; 4; svd_reconstruct; svd; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.72580645 0.76612903 0.73387097 0.70491803 0.73770492]; 0.7902439024390244; 0.8341463414634146; 0.8830409356725146; 0.9249563699825479; 0.8603896103896104; 0.9301948051948052; 0.7839195979899498; 0.8041237113402062; 0.7909507445589921; 0.8349514563106796; 0.8514851485148515; 0.8343964204112718; 0.8773006134969324; 0.8478260869565217; 0.8825668896321069
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.85714286 0.83928571 0.76785714 0.80357143 0.78181818]; 0.7956989247311828; 0.8010752688172043; 0.8731182795698925; 0.9219600725952813; 0.910394265232975; 0.9229390681003584; 0.7956989247311828; 0.7326732673267327; 0.8016307513104252; 0.8121827411167513; 0.8080808080808081; 0.800592128178335; 0.873661670235546; 0.8517745302713987; 0.8737808349804886
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; 4; svd_reconstruct; svdn; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.81666667 0.86666667 0.88333333 0.89166667 0.83898305]; 0.7889447236180904; 0.8341708542713567; 0.8634538152610441; 0.900489396411093; 0.9230769230769231; 0.8979933110367894; 0.798076923076923; 0.8556701030927835; 0.7905801495856075; 0.8216216216216217; 0.8444444444444444; 0.83506625891947; 0.8648111332007952; 0.8950617283950617; 0.8641975308641976
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; 4; svd_reconstruct; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.83333333 0.81746032 0.86507937 0.87301587 0.8968254 ]; 0.7857142857142857; 0.7904761904761904; 0.8352380952380952; 0.8723404255319148; 0.9111111111111111; 0.8666666666666666; 0.7982062780269057; 0.8811881188118812; 0.7892179126169497; 0.811965811965812; 0.9223300970873787; 0.7929407494782688; 0.8448430493273543; 0.9075144508670521; 0.8360547772226032
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 526; 175; 175; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.82075472 0.8490566  0.78301887 0.86538462 0.77884615]; 0.8342857142857143; 0.8171428571428572; 0.8904109589041096; 0.9364791288566244; 0.9809885931558935; 0.9334600760456274; 0.8342857142857142; 0.8488372093023255; 0.8345309642017246; 0.8160919540229885; 0.8160919540229885; 0.8171368861024033; 0.8933333333333334; 0.9220183486238532; 0.8905546288573812
svm_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; 4; svd_reconstruct; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.828125   0.7421875  0.71875    0.79365079 0.74603175]; 0.7924528301886793; 0.7641509433962265; 0.7924528301886793; 0.79; 0.7452830188679245; 0.8018867924528302; 0.78; 0.7878787878787878; 0.7921694824349692; 0.7474747474747475; 0.6915887850467289; 0.7648420115709834; 0.779559118236473; 0.7423664122137404; 0.7918921613307508
ensemble_model_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; 4; svd_reconstruct; svdne; 624; 208; 208; 0.6; 0.2; 0.2; [0.87301587 0.92857143 0.90322581 0.89516129 0.92741935]; 0.7692307692307693; 0.75; 0.8605769230769231; 0.9222797927461139; 0.8557692307692307; 0.9278846153846154; 0.7692307692307692; 0.8602150537634409; 0.7779336138382422; 0.7719298245614036; 0.7927927927927928; 0.7469118603139221; 0.8571428571428571; 0.8430232558139535; 0.8604429256169005
ensemble_model_v2_N32_B168_E200_nb_zones_4_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.85344828 0.75       0.75862069 0.77586207 0.82758621]; 0.8601036269430051; 0.8031088082901554; 0.8623188405797102; 0.8671875; 0.7655172413793103; 0.8827586206896552; 0.8615384615384615; 0.865979381443299; 0.8600730240549828; 0.8061224489795917; 0.8586956521739131; 0.8055854498493328; 0.8527131782945737; 0.8037578288100209; 0.8618378466432034
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; 6; svd_reconstruct; svd; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.76744186 0.73255814 0.81395349 0.82941176 0.74705882]; 0.8631578947368421; 0.856140350877193; 0.8884992987377279; 0.8988476312419975; 0.8200934579439252; 0.9077102803738318; 0.8641114982578397; 0.8857142857142857; 0.8635467980295567; 0.8610169491525423; 0.9202898550724637; 0.8581041112097013; 0.8833455612619222; 0.8526912181303116; 0.8881511646207114
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; 6; svd_reconstruct; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.77272727 0.71264368 0.76436782 0.83333333 0.7816092 ]; 0.7724137931034483; 0.8241379310344827; 0.8581267217630854; 0.8871989860583016; 0.8027522935779816; 0.8979357798165137; 0.7203389830508475; 0.6204379562043796; 0.7644673441152617; 0.8104089219330854; 0.7171052631578947; 0.8295671243325705; 0.8408037094281298; 0.7503448275862069; 0.8579784660627046
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 912; 304; 304; 0.6; 0.2; 0.2; [0.84782609 0.85164835 0.71428571 0.77472527 0.81868132]; 0.7960526315789473; 0.7598684210526315; 0.8585526315789473; 0.9056603773584905; 0.8421052631578947; 0.9122807017543859; 0.7905405405405405; 0.75; 0.7972972972972974; 0.7491408934707903; 0.7517241379310344; 0.7595098677076556; 0.8501742160278745; 0.8058124174372523; 0.8583452650751137
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; 6; svd_reconstruct; svdn; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.8814433  0.90104167 0.94791667 0.90104167 0.85416667]; 0.81875; 0.78125; 0.8601747815230961; 0.9043824701195219; 0.9438669438669439; 0.9002079002079004; 0.8342857142857142; 0.9012345679012346; 0.817705891545554; 0.7928994082840236; 0.8427672955974843; 0.7816320950037111; 0.8676122931442081; 0.9152119700748129; 0.8601059850374063
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; 6; svd_reconstruct; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.83870968 0.87096774 0.86956522 0.85326087 0.83152174]; 0.814935064935065; 0.8084415584415584; 0.8389610389610389; 0.864476386036961; 0.9112554112554112; 0.8571428571428571; 0.8246153846153845; 0.864516129032258; 0.8146110056925996; 0.8161993769470405; 0.8397435897435898; 0.808029689608637; 0.8469135802469135; 0.88745148771022; 0.8387713761888779
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 768; 256; 256; 0.6; 0.2; 0.2; [0.85064935 0.8961039  0.82467532 0.86363636 0.78947368]; 0.7890625; 0.796875; 0.8578125; 0.9068627450980393; 0.9635416666666666; 0.9010416666666666; 0.782258064516129; 0.8083333333333333; 0.7901960784313726; 0.7984496124031009; 0.7923076923076923; 0.796947496947497; 0.8623298033282903; 0.8990536277602523; 0.858195544530281
svm_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; 6; svd_reconstruct; svdne; 1014; 338; 338; 0.6; 0.2; 0.2; [0.80392157 0.77941176 0.85148515 0.83663366 0.82178218]; 0.7603550295857988; 0.8017751479289941; 0.8479289940828403; 0.8798235942668137; 0.7869822485207101; 0.8925049309664694; 0.7624633431085045; 0.7262569832402235; 0.7624995608025017; 0.7925696594427244; 0.8; 0.8016853932584269; 0.8364099299809038; 0.776595744680851; 0.8480135121508521
ensemble_model_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; 6; svd_reconstruct; svdne; 1052; 350; 350; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.8254717  0.85714286 0.83809524 0.80952381 0.8047619 ]; 0.8457142857142858; 0.8057142857142857; 0.8664383561643836; 0.8811040339702759; 0.7889733840304183; 0.8935361216730038; 0.8491620111731844; 0.8941176470588236; 0.8470588235294119; 0.814207650273224; 0.8662790697674418; 0.8067350405016984; 0.8595438175270107; 0.8248847926267281; 0.8660623058156266
ensemble_model_v2_N32_B168_E200_nb_zones_6_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.8045977  0.84482759 0.78735632 0.79651163 0.83139535]; 0.8055555555555556; 0.7986111111111112; 0.8502080443828016; 0.8791469194312795; 0.8568129330254042; 0.8822170900692841; 0.8108108108108107; 0.821917808219178; 0.8053251012926876; 0.8066666666666666; 0.8402777777777778; 0.798611111111111; 0.8500000000000001; 0.8464730290456431; 0.8502184338552278
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; 8; svd_reconstruct; svd; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.79661017 0.77777778 0.78205128 0.81623932 0.80769231]; 0.8564102564102564; 0.8179487179487179; 0.8995901639344263; 0.9374433363553945; 0.8822525597269625; 0.9411262798634812; 0.8418079096045197; 0.8186813186813187; 0.8540521978021977; 0.8086253369272237; 0.7731958762886598; 0.8177203871239217; 0.8927789934354485; 0.8482328482328483; 0.8988638988638988
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; 8; svd_reconstruct; svd; 1314; 438; 438; 0.6; 0.2; 0.2; [0.81439394 0.79545455 0.80534351 0.80152672 0.82061069]; 0.8447488584474886; 0.8424657534246576; 0.8885844748858448; 0.9114971050454921; 0.8386605783866058; 0.9185692541856924; 0.8495575221238938; 0.9014084507042254; 0.8462597809076682; 0.849673202614379; 0.8863636363636364; 0.8422643869891575; 0.8849056603773585; 0.8605504587155963; 0.8884570475396163
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 1326; 442; 442; 0.6; 0.2; 0.2; [0.90225564 0.84586466 0.87969925 0.85227273 0.82575758]; 0.7895927601809954; 0.7828054298642534; 0.8742081447963801; 0.9290836653386454; 0.8793363499245852; 0.9328808446455505; 0.7871853546910755; 0.8113207547169812; 0.7904429860541428; 0.8032786885245902; 0.8305084745762712; 0.7793319071910482; 0.8724770642201835; 0.855985598559856; 0.874307630945078
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; 8; svd_reconstruct; svdn; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.81092437 0.78991597 0.75630252 0.78991597 0.78991597]; 0.8459595959595959; 0.8535353535353535; 0.8148335015136225; 0.8160237388724035; 0.9243697478991597; 0.7915966386554623; 0.8439897698209718; 0.8823529411764706; 0.8478750351815367; 0.8557213930348259; 0.8557213930348259; 0.8535017221584386; 0.828584773470341; 0.9023397761953205; 0.8155342524620246
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; 8; svd_reconstruct; svdn; 1074; 358; 358; 0.6; 0.2; 0.2; [0.83796296 0.83333333 0.81308411 0.76635514 0.84579439]; 0.8435754189944135; 0.8016759776536313; 0.8256983240223463; 0.8412017167381973; 0.9124767225325885; 0.8277467411545623; 0.8478260869565216; 0.9069767441860465; 0.845961490372593; 0.8155844155844156; 0.8770949720670391; 0.8016759776536313; 0.8373305526590198; 0.9042792792792793; 0.8263081540520565
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 1066; 355; 355; 0.6002252252252253; 0.1998873873873874; 0.1998873873873874; [0.8364486  0.8271028  0.8271028  0.83490566 0.86792453]; 0.8084507042253521; 0.8309859154929577; 0.847972972972973; 0.8725314183123879; 0.9118198874296435; 0.8667917448405253; 0.8172043010752689; 0.8685714285714285; 0.8092857142857143; 0.8295454545454546; 0.8690476190476191; 0.8329195314489432; 0.85310119695321; 0.8949771689497716; 0.8485996955859969
svm_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; 8; svd_reconstruct; svdne; 1212; 404; 404; 0.6; 0.2; 0.2; [0.79508197 0.78099174 0.74793388 0.83884298 0.7768595 ]; 0.7648514851485149; 0.8094059405940595; 0.8594059405940594; 0.8983666061705988; 0.8168316831683168; 0.9075907590759076; 0.7466666666666666; 0.717948717948718; 0.7632805790700529; 0.8162291169451075; 0.7844036697247706; 0.8115566735720627; 0.850210970464135; 0.7909715407262021; 0.8600212348985655
ensemble_model_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; 8; svd_reconstruct; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.87606838 0.88034188 0.84913793 0.88362069 0.82758621]; 0.7577319587628866; 0.7577319587628866; 0.856701030927835; 0.9165120593692022; 0.8487972508591065; 0.9226804123711341; 0.7740384615384616; 0.8131313131313131; 0.7565656565656566; 0.758974358974359; 0.7956989247311828; 0.7592356009794528; 0.8524416135881104; 0.8312629399585921; 0.8565965623817601
ensemble_model_v2_N32_B168_E200_nb_zones_8_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 1120; 373; 373; 0.6002143622722401; 0.19989281886387997; 0.19989281886387997; [0.77678571 0.84375    0.82142857 0.78571429 0.86160714]; 0.8150134048257373; 0.8284182305630027; 0.8788853161843515; 0.9111747851002864; 0.8517857142857143; 0.9169642857142856; 0.8130081300813008; 0.78125; 0.8160393646408841; 0.8095238095238095; 0.8; 0.8261083743842365; 0.8710045662100456; 0.8275488069414316; 0.8782871153351226
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; 10; svd_reconstruct; svd; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.80844156 0.82679739 0.80718954 0.83333333 0.84640523]; 0.8222748815165877; 0.8222748815165877; 0.8884680134680135; 0.9190710767065448; 0.8524804177545692; 0.9249347258485638; 0.8184019370460048; 0.8164251207729468; 0.8221660487585665; 0.8299319727891157; 0.8511627906976744; 0.8217166610493203; 0.8835164835164835; 0.8459595959595959; 0.8884680134680135
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; 10; svd_reconstruct; svd; 1504; 501; 501; 0.6001596169193935; 0.19992019154030327; 0.19992019154030327; [0.83443709 0.84437086 0.84333333 0.84333333 0.83333333]; 0.8073394495412844; 0.7958715596330275; 0.8893097643097643; 0.9364406779661016; 0.8816489361702128; 0.9401595744680851; 0.8046511627906977; 0.7828054298642534; 0.8076817846995685; 0.7954022988505747; 0.8046511627906977; 0.7959907397663895; 0.8846996931170539; 0.8493265993265994; 0.8893097643097644
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 1488; 496; 496; 0.6; 0.2; 0.2; [0.82885906 0.7885906  0.80872483 0.79865772 0.8277027 ]; 0.8558558558558559; 0.8018018018018018; 0.8783670033670034; 0.9031802120141343; 0.8588709677419355; 0.9079301075268817; 0.8532110091743119; 0.8493150684931506; 0.8557686453576864; 0.8044444444444445; 0.8044444444444444; 0.801765601217656; 0.8744024337244676; 0.8468013468013468; 0.8783670033670034
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; 10; svd_reconstruct; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.82371795 0.77884615 0.80128205 0.79354839 0.73225806]; 0.8463414634146341; 0.8829268292682927; 0.8223905723905723; 0.8165191740412979; 0.8894601542416453; 0.8001285347043702; 0.832; 0.8041237113402062; 0.8441914852997328; 0.8878504672897196; 0.8796296296296297; 0.8831137838869798; 0.8310648518815054; 0.8737373737373737; 0.8223905723905723
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; 10; svd_reconstruct; svdn; 1482; 494; 494; 0.6; 0.2; 0.2; [0.82214765 0.83108108 0.85472973 0.80405405 0.79054054]; 0.8299776286353467; 0.843400447427293; 0.8354377104377104; 0.8499693815064298; 0.9365721997300944; 0.8346828609986504; 0.819047619047619; 0.7678571428571429; 0.8301169122357464; 0.8372093023255814; 0.8071748878923767; 0.8433195868033313; 0.8425291985501411; 0.8804713804713805; 0.8354377104377105
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.81410256 0.80128205 0.79166667 0.81935484 0.77419355]; 0.8439024390243902; 0.8731707317073171; 0.8627946127946128; 0.8711656441717792; 0.9125964010282777; 0.865038560411311; 0.8461538461538461; 0.8669950738916257; 0.8441255562694843; 0.8767772511848341; 0.893719806763285; 0.8729682777658789; 0.8679092382495948; 0.9015151515151515; 0.8627946127946128
svm_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; 10; svd_reconstruct; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; [0.84137931 0.77586207 0.82413793 0.79861111 0.84375   ]; 0.7548387096774194; 0.7741935483870968; 0.8000841750841751; 0.817923186344239; 0.7952973720608575; 0.8229598893499308; 0.7477876106194691; 0.7347826086956522; 0.7546253469010176; 0.7770700636942676; 0.7787234042553192; 0.7741443108233117; 0.7960498067840275; 0.7803030303030303; 0.800084175084175
ensemble_model_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; 10; svd_reconstruct; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.81081081 0.82993197 0.82653061 0.76530612 0.80952381]; 0.8252212389380531; 0.8451327433628318; 0.8893097643097643; 0.9162995594713658; 0.8478260869565217; 0.922554347826087; 0.8232662192393736; 0.7863247863247863; 0.8266486316945032; 0.8333333333333331; 0.8027522935779816; 0.8436838390966831; 0.8820098698968146; 0.8274410774410774; 0.8893097643097642
ensemble_model_v2_N32_B168_E200_nb_zones_10_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.81081081 0.83783784 0.8277027  0.82432432 0.8277027 ]; 0.7946428571428571; 0.8125; 0.8581649831649831; 0.8830791575889616; 0.8216216216216217; 0.8912162162162163; 0.8152610441767068; 0.9144144144144144; 0.7957027824284462; 0.8299595141700404; 0.9070796460176991; 0.8116479311169575; 0.8577458843393837; 0.8552188552188552; 0.8581649831649832
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; 12; svd_reconstruct; svd; 1716; 572; 572; 0.6; 0.2; 0.2; [0.81976744 0.8372093  0.84011628 0.84210526 0.83333333]; 0.8121212121212121; 0.7909090909090909; 0.8863636363636364; 0.9120809614168248; 0.8403263403263403; 0.918997668997669; 0.8287292817679558; 0.9202453987730062; 0.8134161125601558; 0.8099173553719009; 0.8802395209580839; 0.7898130120127842; 0.8829141370338248; 0.8569023569023569; 0.8863636363636364
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; 12; svd_reconstruct; svd; 1694; 564; 564; 0.6002834868887313; 0.1998582565556343; 0.1998582565556343; [0.82941176 0.83235294 0.80769231 0.78698225 0.84023669]; 0.8533724340175953; 0.8357771260997068; 0.9057239057239057; 0.9251269035532995; 0.8606847697756789; 0.9303423848878394; 0.8511904761904762; 0.8511904761904762; 0.8533409028351225; 0.8313253012048193; 0.7976878612716763; 0.8363439306358382; 0.9001782531194297; 0.8501683501683501; 0.9057239057239057
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svd; 32; 168; 200; zones; svd_reconstruct; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.85911602 0.82777778 0.875      0.84166667 0.825     ]; 0.7700348432055749; 0.7526132404181185; 0.8716329966329966; 0.907182320441989; 0.9112097669256382; 0.90677025527192; 0.7642857142857142; 0.6993464052287581; 0.7750463369427373; 0.714859437751004; 0.664179104477612; 0.7471222319773679; 0.8696023941855493; 0.8560606060606061; 0.8716329966329965
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; 12; svd_reconstruct; svdn; 1904; 634; 634; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.81675393 0.85078534 0.84473684 0.86052632 0.84210526]; 0.8050847457627118; 0.6949152542372882; 0.8274410774410774; 0.8548707753479127; 0.9033613445378151; 0.8466386554621848; 0.8244274809160306; 0.8372093023255814; 0.8017822212562487; 0.6974789915966386; 0.7757009345794392; 0.7018039556618126; 0.8367834394904459; 0.8846801346801347; 0.8274410774410774
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; 12; svd_reconstruct; svdn; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.79545455 0.82386364 0.82954545 0.80285714 0.82857143]; 0.8032258064516129; 0.8451612903225807; 0.8287037037037037; 0.8387445887445888; 0.8826879271070615; 0.8302961275626423; 0.8168168168168167; 0.9714285714285714; 0.8180672268907564; 0.875; 0.9882352941176471; 0.8298319327731093; 0.8413255360623781; 0.9082491582491582; 0.8287037037037037
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svdn; 32; 168; 200; zones; svd_reconstruct; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.84078212 0.79050279 0.76685393 0.79775281 0.79775281]; 0.8885135135135135; 0.8817567567567568; 0.8547979797979798; 0.8516336368505623; 0.8912556053811659; 0.8447309417040357; 0.8932038834951457; 0.9517241379310345; 0.8897693537337292; 0.8881789137380192; 0.9205298013245033; 0.8809545558346654; 0.8613901165126557; 0.9023569023569024; 0.8547979797979797
svm_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; 12; svd_reconstruct; svdne; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.77586207 0.78612717 0.82947977 0.75144509 0.80635838]; 0.7639751552795031; 0.8043478260869565; 0.7937710437710438; 0.7899461400359067; 0.7621247113163973; 0.7973441108545034; 0.7803468208092486; 0.8282208588957055; 0.7631670332214378; 0.8073394495412844; 0.8301886792452831; 0.8046648917698808; 0.7909556313993172; 0.7803030303030303; 0.7937710437710438
ensemble_model_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; 12; svd_reconstruct; svdne; 1654; 551; 551; 0.6001451378809869; 0.19992743105950653; 0.19992743105950653; [0.78313253 0.80120482 0.76666667 0.78787879 0.81515152]; 0.8310249307479224; 0.8199445983379502; 0.8093434343434344; 0.7942101950912523; 0.7629987908101572; 0.8022974607013301; 0.8415584415584416; 0.84375; 0.830159023668639; 0.8169014084507042; 0.8579881656804734; 0.8222232495069035; 0.8054959209961358; 0.7895622895622896; 0.8093434343434344
ensemble_model_v2_N32_B168_E200_nb_zones_12_svd_reconstruct_svdne; 32; 168; 200; zones; svd_reconstruct; svdne; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.78651685 0.77247191 0.76123596 0.76404494 0.78370787]; 0.9026845637583892; 0.9194630872483222; 0.9002525252525253; 0.8904761904761905; 0.8404494382022472; 0.8966292134831461; 0.888030888030888; 0.8041958041958042; 0.8988720956462891; 0.9166666666666666; 0.8516129032258064; 0.9223099481163998; 0.8935788055680288; 0.8375420875420876; 0.9002525252525253
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; 4; ica_diff; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.6754386  0.75438596 0.71052632 0.68421053 0.69642857]; 0.6507936507936508; 0.6613756613756614; 0.7547568710359408; 0.7918367346938775; 0.6830985915492958; 0.8204225352112676; 0.5657894736842105; 0.4574468085106383; 0.6497760358342665; 0.5616438356164384; 0.4606741573033708; 0.6503370786516853; 0.7055837563451777; 0.5952890792291221; 0.7527593621615339
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; 4; ica_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.87068966 0.87068966 0.86206897 0.8362069  0.92982456]; 0.546875; 0.640625; 0.8284823284823285; 0.9845094664371773; 0.9896193771626297; 0.9844290657439447; 0.5797101449275363; 0.7142857142857143; 0.5654761904761905; 0.7112970711297072; 0.8018867924528302; 0.6218736287845547; 0.8393378773125608; 0.8997912317327766; 0.828777603444028
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 568; 189; 189; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.93859649 0.92105263 0.9122807  0.92105263 0.91964286]; 0.6349206349206349; 0.6402116402116402; 0.8520084566596194; 0.9946902654867256; 0.9894366197183099; 0.994718309859155; 0.6666666666666666; 0.696969696969697; 0.6318181818181818; 0.6600000000000001; 0.6407766990291263; 0.6401557913750283; 0.8559670781893005; 0.8559670781893004; 0.8518965825729111
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; 4; ica_diff; svdn; 658; 219; 219; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.90909091 0.85606061 0.93939394 0.91666667 0.87692308]; 0.5342465753424658; 0.5525114155251142; 0.8102189781021898; 0.9877675840978593; 0.9817629179331308; 0.9878419452887538; 0.4333333333333333; 0.34513274336283184; 0.5404908999833027; 0.3950617283950617; 0.29357798165137616; 0.5513344453711426; 0.7911646586345381; 0.7150635208711433; 0.8107427696098836
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; 4; ica_diff; svdn; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.8852459  0.94166667 0.925      0.925      0.91666667]; 0.59; 0.565; 0.8293413173652695; 0.9966777408637874; 0.9966777408637874; 0.9966777408637874; 0.6917293233082707; 0.9387755102040817; 0.5968387354941977; 0.6692015209125476; 0.8380952380952381; 0.5506265664160401; 0.8488063660477453; 0.9523809523809523; 0.828600114744693
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 508; 169; 169; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.98039216 0.96078431 0.91176471 0.97058824 0.98      ]; 0.6094674556213018; 0.591715976331361; 0.8404255319148937; 1.0; 1.0; 1.0; 0.6162790697674418; 0.6794871794871795; 0.6144688644688645; 0.591715976331361; 0.6666666666666666; 0.5992907801418439; 0.8409893992932862; 0.8771498771498771; 0.841764004634164
svm_model_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; 4; ica_diff; svdne; 648; 216; 216; 0.6; 0.2; 0.2; [0.83846154 0.81538462 0.78461538 0.84615385 0.8203125 ]; 0.5555555555555556; 0.5277777777777778; 0.7407407407407407; 0.8690095846645368; 0.8395061728395061; 0.8734567901234568; 0.5862068965517241; 0.6355140186915887; 0.5562891194375376; 0.5603448275862069; 0.5555555555555556; 0.5252525252525253; 0.7431192660550459; 0.7390510948905109; 0.7407661489490148
ensemble_model_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; 4; ica_diff; svdne; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.92741935 0.87096774 0.87903226 0.86290323 0.84677419]; 0.6699029126213593; 0.6699029126213593; 0.8585271317829457; 0.9840764331210192; 0.9967741935483871; 0.9838709677419355; 0.6991150442477876; 0.797979797979798; 0.6746908335693382; 0.7068965517241379; 0.7663551401869159; 0.6660058529217407; 0.8655616942909761; 0.9108527131782945; 0.8585271317829457
ensemble_model_v2_N40_B0_E40_nb_zones_4_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.9        0.93076923 0.90769231 0.89230769 0.89230769]; 0.6018518518518519; 0.6064814814814815; 0.8373382624768947; 0.9922480620155039; 0.9846153846153847; 0.9923076923076923; 0.6446280991735537; 0.7572815533980582; 0.6087292722742504; 0.6118721461187214; 0.6836734693877551; 0.6130231753718437; 0.840867992766727; 0.8840304182509505; 0.8385979429384248
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; 6; ica_diff; svd; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.71978022 0.74444444 0.77222222 0.76666667 0.77222222]; 0.6233333333333333; 0.5366666666666666; 0.6844207723035952; 0.7668067226890756; 0.8093126385809313; 0.753880266075388; 0.6295081967213114; 0.5962732919254659; 0.6254747754591358; 0.5319865319865321; 0.5163398692810458; 0.5370814992663732; 0.6949806949806949; 0.7058823529411765; 0.6840130896320537
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; 6; ica_diff; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.87096774 0.88709677 0.82258065 0.82608696 0.85869565]; 0.6948051948051948; 0.6590909090909091; 0.8638132295719845; 0.9880043620501635; 0.978401727861771; 0.9881209503239741; 0.6824324324324325; 0.7163120567375887; 0.6964793816622075; 0.6708463949843261; 0.6815286624203821; 0.6586451259121778; 0.8629242819843341; 0.8685939553219448; 0.8638744424497048
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1014; 338; 338; 0.6; 0.2; 0.2; [0.89215686 0.89215686 0.87128713 0.89108911 0.92079208]; 0.6686390532544378; 0.5887573964497042; 0.8431952662721893; 0.986138613861386; 0.9822485207100592; 0.9861932938856016; 0.7142857142857143; 0.813953488372093; 0.6660128887643597; 0.6567901234567901; 0.7964071856287425; 0.5911860489547222; 0.8533480907581628; 0.9113475177304965; 0.843114517159087
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; 6; ica_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.93181818 0.88636364 0.91477273 0.89204545 0.94252874]; 0.5171232876712328; 0.4931506849315068; 0.8023255813953488; 1.0; 1.0; 1.0; 0.4050632911392405; 0.3333333333333333; 0.5146396396396397; 0.4393939393939394; 0.3815789473684211; 0.49793233082706767; 0.7904278462654099; 0.7414965986394558; 0.8026602663073483
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; 6; ica_diff; svdn; 832; 277; 277; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [0.86309524 0.86144578 0.90963855 0.91566265 0.89759036]; 0.592057761732852; 0.6173285198555957; 0.841991341991342; 1.0; 1.0; 1.0; 0.6295081967213114; 0.6956521739130435; 0.5924304035032842; 0.6490066225165563; 0.7153284671532847; 0.618378519290928; 0.8478109798471161; 0.8827785817655571; 0.8421087153432102
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.95108696 0.91304348 0.91304348 0.94505495 0.97802198]; 0.6098360655737705; 0.6622950819672131; 0.8538663171690695; 0.9989094874591058; 1.0; 0.9989082969432315; 0.7032418952618454; 0.9038461538461539; 0.6029297883324729; 0.748166259168704; 0.9444444444444444; 0.6435508935508936; 0.8708743485813548; 0.9690721649484536; 0.8518694158075603
svm_model_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; 6; ica_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.93617021 0.92553191 0.87234043 0.91397849 0.88172043]; 0.6025641025641025; 0.6346153846153846; 0.8064102564102564; 0.9279279279279279; 0.8803418803418803; 0.9316239316239315; 0.5782312925170067; 0.5821917808219178; 0.6013368542663805; 0.6148648648648649; 0.6148648648648649; 0.6336519446275545; 0.7956698240866035; 0.7716535433070866; 0.8056262704004105
ensemble_model_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; 6; ica_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.93010753 0.89247312 0.90217391 0.92391304 0.88586957]; 0.6298701298701299; 0.6071428571428571; 0.8285714285714286; 0.969376979936642; 0.9935064935064936; 0.9686147186147187; 0.6815642458100559; 0.8026315789473685; 0.632085020242915; 0.6572237960339944; 0.7388535031847133; 0.604526089340701; 0.8407720144752715; 0.9040207522697795; 0.8284733150165542
ensemble_model_v2_N40_B0_E40_nb_zones_6_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.90853659 0.92682927 0.8597561  0.85365854 0.88414634]; 0.5970695970695971; 0.6483516483516484; 0.8433382137628112; 0.9902676399026763; 0.9926829268292683; 0.9902439024390244; 0.6604938271604939; 0.7379310344827587; 0.5877155172413793; 0.709090909090909; 0.8068965517241379; 0.637823275862069; 0.8550135501355014; 0.9014285714285715; 0.8418554268554268
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; 8; ica_diff; svd; 1290; 430; 430; 0.6; 0.2; 0.2; [0.71317829 0.71317829 0.73643411 0.73643411 0.68217054]; 0.6348837209302326; 0.6395348837209303; 0.7018604651162791; 0.7735719201651754; 0.8713178294573644; 0.7449612403100776; 0.654945054945055; 0.7525252525252525; 0.6435040055729712; 0.6990291262135921; 0.7659574468085106; 0.6265684669939989; 0.7354519191085431; 0.826530612244898; 0.7015115747791654
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; 8; ica_diff; svd; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.88053097 0.88495575 0.84821429 0.86607143 0.85714286]; 0.6443850267379679; 0.6631016042780749; 0.8514957264957265; 0.9830205540661304; 0.9786476868327402; 0.9830960854092526; 0.6997742663656885; 0.8516483516483516; 0.6497825091575091; 0.7341772151898733; 0.883248730964467; 0.6506639135048324; 0.8634577603143418; 0.9341126461211477; 0.8510520266051496
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1280; 426; 426; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.85546875 0.90625    0.90234375 0.8671875  0.88671875]; 0.6854460093896714; 0.6713615023474179; 0.8621013133208255; 0.9842767295597485; 0.978125; 0.984375; 0.7008928571428571; 0.7929292929292929; 0.6925172780435938; 0.7119341563786008; 0.762114537444934; 0.6649768667124167; 0.8667271078875793; 0.8976525821596244; 0.8621346322232049
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; 8; ica_diff; svdn; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.94298246 0.95175439 0.96491228 0.96929825 0.96902655]; 0.5963060686015831; 0.5963060686015831; 0.8386075949367089; 1.0; 1.0; 1.0; 0.7074569789674952; 0.9585492227979274; 0.5894896651624045; 0.700587084148728; 0.9322916666666666; 0.5918142825311943; 0.8591160220994475; 0.9779874213836478; 0.8377198253415052
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; 8; ica_diff; svdn; 1252; 417; 417; 0.6001917545541706; 0.19990412272291466; 0.19990412272291466; [0.92857143 0.952      0.924      0.904      0.92      ]; 0.5899280575539568; 0.5851318944844125; 0.835091083413231; 1.0; 1.0; 1.0; 0.5777777777777778; 0.5571428571428572; 0.5901656314699792; 0.5770171149144254; 0.5645933014354066; 0.5851812661023188; 0.8334946757018393; 0.8239234449760765; 0.8351125390106128
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 1278; 426; 426; 0.6; 0.2; 0.2; [0.90625    0.92578125 0.94140625 0.90625    0.92125984]; 0.6525821596244131; 0.6408450704225352; 0.8577464788732394; 0.9984326018808777; 0.9968701095461658; 0.9984350547730829; 0.6542056074766355; 0.639269406392694; 0.6529680365296804; 0.624078624078624; 0.6225490196078431; 0.6401033386327504; 0.856466129796305; 0.8512241054613936; 0.8577281575996106
svm_model_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; 8; ica_diff; svdne; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.84259259 0.82407407 0.875      0.84579439 0.80373832]; 0.61731843575419; 0.6508379888268156; 0.7756696428571429; 0.86; 0.7992565055762082; 0.8698884758364313; 0.5259515570934256; 0.4175824175824176; 0.6207230269730271; 0.5733788395904436; 0.49122807017543857; 0.644009757012853; 0.7458912768647282; 0.6621773288439955; 0.7750398297938068
ensemble_model_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; 8; ica_diff; svdne; 1242; 414; 414; 0.6; 0.2; 0.2; [0.848      0.83870968 0.88709677 0.87903226 0.82258065]; 0.6835748792270532; 0.6932367149758454; 0.8487922705314009; 0.9567269866247049; 0.9790660225442834; 0.9557165861513688; 0.700228832951945; 0.75; 0.6845238095238095; 0.6968973747016706; 0.7373737373737373; 0.6950757575757576; 0.8528443817583451; 0.8866080156402737; 0.8492256888134511
ensemble_model_v2_N40_B0_E40_nb_zones_8_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.90082645 0.92083333 0.92083333 0.93333333 0.93333333]; 0.6525; 0.6625; 0.8576423576423576; 0.9908103592314118; 0.9866888519134775; 0.9908485856905158; 0.6984815618221257; 0.8090452261306532; 0.6532788319707992; 0.7019867549668874; 0.795; 0.6625; 0.8649928943628612; 0.913; 0.8576976047904191
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; 10; ica_diff; svd; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.73129252 0.73129252 0.77210884 0.7244898  0.76027397]; 0.6806167400881057; 0.6475770925110133; 0.7218013468013468; 0.7720870678617157; 0.8215258855585831; 0.7574931880108993; 0.7289719626168225; 0.851528384279476; 0.6790975254730712; 0.6923076923076924; 0.8; 0.6489082969432315; 0.7474207107374856; 0.8232323232323232; 0.7218013468013467
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; 10; ica_diff; svd; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.85294118 0.83333333 0.84313725 0.85855263 0.87171053]; 0.6282352941176471; 0.6494117647058824; 0.8602693602693603; 0.9836494440810988; 0.9855832241153342; 0.9836173001310615; 0.6146341463414633; 0.5971563981042654; 0.6280174513885813; 0.6510538641686183; 0.6495327102803738; 0.6494109049032201; 0.8596787827557059; 0.8560606060606061; 0.8602693602693603
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.94117647 0.86601307 0.91503268 0.93137255 0.91447368]; 0.5471698113207547; 0.589622641509434; 0.8392255892255892; 0.989459815546772; 0.9829842931937173; 0.9895287958115183; 0.6205533596837944; 0.7548076923076923; 0.5510149572649572; 0.6491935483870966; 0.7453703703703703; 0.5866274928774928; 0.8484126984126984; 0.8998316498316499; 0.8392255892255893
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; 10; ica_diff; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.88811189 0.92657343 0.92307692 0.92657343 0.93006993]; 0.5412262156448203; 0.572938689217759; 0.8223905723905723; 0.9979006298110568; 0.9972027972027973; 0.9979020979020979; 0.4054794520547945; 0.32456140350877194; 0.5337092731829574; 0.47668393782383417; 0.37551020408163266; 0.5802989616899392; 0.8064220183486238; 0.73989898989899; 0.8223905723905724
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; 10; ica_diff; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.95098039 0.91176471 0.94407895 0.9375     0.91118421]; 0.6291079812206573; 0.6150234741784038; 0.8644781144781145; 1.0; 1.0; 1.0; 0.658008658008658; 0.7238095238095238; 0.6304232804232803; 0.6495726495726495; 0.7037037037037037; 0.6137566137566137; 0.8687856560717196; 0.8973063973063973; 0.8644781144781144
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 1424; 474; 474; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.94405594 0.97202797 0.9471831  0.92605634 0.9471831 ]; 0.5232067510548524; 0.5506329113924051; 0.8149241146711635; 1.0; 1.0; 1.0; 0.6636904761904763; 0.948936170212766; 0.5267693403365086; 0.6787330316742082; 0.9414225941422594; 0.5473070417519807; 0.8408843783979704; 0.9780775716694773; 0.8149241146711637
svm_model_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; 10; ica_diff; svdne; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.8028169  0.8028169  0.78873239 0.8556338  0.83098592]; 0.627906976744186; 0.7082452431289641; 0.7654268808114962; 0.8511426806670784; 0.9704225352112676; 0.8302816901408451; 0.6653992395437263; 0.720164609053498; 0.6252996958310968; 0.7217741935483871; 0.7748917748917749; 0.7097599370326644; 0.7898523286633851; 0.8809121621621622; 0.7653291775277815
ensemble_model_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; 10; ica_diff; svdne; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.89527027 0.89795918 0.88095238 0.90136054 0.88095238]; 0.6880530973451328; 0.6570796460176991; 0.8682659932659933; 0.9883959044368601; 0.9836956521739131; 0.9884510869565218; 0.6887417218543047; 0.6902654867256637; 0.6880530973451328; 0.6637744034707159; 0.6769911504424779; 0.6570796460176991; 0.8684321143337537; 0.8695286195286195; 0.8682659932659932
ensemble_model_v2_N40_B0_E40_nb_zones_10_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.9        0.9295302  0.90268456 0.91610738 0.93624161]; 0.6538461538461539; 0.667420814479638; 0.8695286195286195; 0.9932885906040269; 0.9919571045576407; 0.9932975871313673; 0.6970297029702971; 0.8; 0.6545045045045046; 0.7111984282907663; 0.8153153153153153; 0.6667485667485668; 0.8761980830670926; 0.9234006734006734; 0.8695286195286196
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; 12; ica_diff; svd; 1758; 586; 586; 0.6; 0.2; 0.2; [0.78409091 0.73011364 0.78409091 0.76988636 0.76285714]; 0.5954692556634305; 0.6148867313915858; 0.734006734006734; 0.7861080485115766; 0.8111490329920364; 0.7792946530147895; 0.6575342465753424; 0.8333333333333334; 0.6106060606060606; 0.6909090909090908; 0.806060606060606; 0.6009469696969697; 0.7535101404056163; 0.8131313131313131; 0.734006734006734
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; 12; ica_diff; svd; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.84883721 0.84302326 0.83040936 0.86549708 0.85380117]; 0.6012084592145015; 0.6253776435045317; 0.8804713804713805; 0.9836639439906651; 0.9836639439906651; 0.9836639439906653; 0.6972477064220183; 0.9382716049382716; 0.6081890569070056; 0.7194570135746607; 0.9408284023668639; 0.6185623493315802; 0.8904320987654321; 0.9713804713804713; 0.8804713804713805
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svd; 40; 0; 40; zones; ica_diff; svd; 1836; 612; 612; 0.6; 0.2; 0.2; [0.86684783 0.89945652 0.88315217 0.90437158 0.8442623 ]; 0.674074074074074; 0.7185185185185186; 0.9196127946127947; 0.9852054794520549; 0.9793028322440087; 0.9852941176470589; 0.7105263157894737; 0.8307692307692308; 0.6796703296703297; 0.7548387096774194; 0.8357142857142857; 0.714010989010989; 0.921689216892169; 0.9461279461279462; 0.9196127946127945
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; 12; ica_diff; svdn; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.93442623 0.9532967  0.90384615 0.93131868 0.91483516]; 0.5595667870036101; 0.4981949458483754; 0.8901515151515151; 1.0; 1.0; 1.0; 0.6473988439306358; 0.7567567567567568; 0.545045045045045; 0.5559105431309903; 0.6744186046511628; 0.5095065996228787; 0.8948004836759372; 0.9343434343434344; 0.8901515151515151
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; 12; ica_diff; svdn; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.91428571 0.88571429 0.90571429 0.88857143 0.88793103]; 0.6528662420382165; 0.6815286624203821; 0.9120370370370371; 1.0; 1.0; 1.0; 0.6426229508196721; 0.6577181208053692; 0.6531014846451089; 0.6855345911949685; 0.6606060606060606; 0.6826520235916209; 0.9118515394348377; 0.9099326599326599; 0.9120370370370371
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svdn; 40; 0; 40; zones; ica_diff; svdn; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.92690058 0.93567251 0.92105263 0.92397661 0.95      ]; 0.6437125748502994; 0.5838323353293413; 0.8914141414141414; 1.0; 1.0; 1.0; 0.6550724637681159; 0.7018633540372671; 0.6457293648799052; 0.6212534059945505; 0.6589595375722543; 0.581032563817183; 0.8933884297520661; 0.9099326599326599; 0.8914141414141414
svm_model_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; 12; ica_diff; svdne; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [0.86578947 0.85978836 0.85449735 0.82804233 0.87830688]; 0.6322314049586777; 0.6446280991735537; 0.8333333333333334; 0.8747875354107649; 0.8160676532769556; 0.8831923890063424; 0.5482233502538071; 0.45; 0.6307377049180328; 0.5904761904761906; 0.5081967213114754; 0.6457650273224043; 0.8176795580110497; 0.7474747474747475; 0.8333333333333334
ensemble_model_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; 12; ica_diff; svdne; 1776; 592; 592; 0.6; 0.2; 0.2; [0.8988764  0.92134831 0.88202247 0.92372881 0.90112994]; 0.7; 0.7433333333333333; 0.9221380471380471; 0.9898648648648649; 0.9898648648648649; 0.9898648648648649; 0.6875000000000001; 0.673469387755102; 0.6994797919167667; 0.752411575562701; 0.7647058823529411; 0.7428971588635453; 0.9221052631578948; 0.9217171717171717; 0.9221380471380471
ensemble_model_v2_N40_B0_E40_nb_zones_12_ica_diff_svdne; 40; 0; 40; zones; ica_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.86187845 0.89779006 0.88888889 0.90833333 0.90555556]; 0.6013986013986014; 0.6328671328671329; 0.9015151515151515; 0.9916897506925209; 0.9922394678492239; 0.9916851441241684; 0.6041666666666666; 0.6126760563380281; 0.601476917057903; 0.6511627906976744; 0.6805555555555556; 0.6325312989045384; 0.9022556390977443; 0.9090909090909091; 0.9015151515151515
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; 4; ica_diff; svd; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.90983607 0.9        0.94166667 0.94166667 0.88333333]; 0.83; 0.885; 0.8922155688622755; 0.9137055837563451; 0.8970099667774086; 0.915282392026578; 0.826530612244898; 0.801980198019802; 0.8302830283028303; 0.8844221105527639; 0.8627450980392157; 0.8854541816726691; 0.8904665314401623; 0.871031746031746; 0.8923431822528208
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; 4; ica_diff; svd; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.95081967 0.89344262 0.95       0.91666667 0.94166667]; 0.7761194029850746; 0.7562189054726368; 0.8976143141153081; 0.9850249584026622; 0.9801324503311258; 0.9850993377483444; 0.8; 0.8910891089108911; 0.7755445544554455; 0.7699530516431925; 0.9111111111111111; 0.7708708708708708; 0.900866217516843; 0.949290060851927; 0.8986216386130981
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.98387097 0.98360656 0.98360656 0.95901639 0.95901639]; 0.7205882352941176; 0.8186274509803921; 0.907843137254902; 1.0; 1.0; 1.0; 0.7673469387755101; 0.9690721649484536; 0.732199633876096; 0.860377358490566; 0.9827586206896551; 0.7925156739811912; 0.9162210338680927; 0.9903660886319846; 0.9063606890265712
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; 4; ica_diff; svdn; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.95833333 0.96666667 0.95833333 0.94915254 0.96610169]; 0.6565656565656566; 0.6212121212121212; 0.8558467741935484; 1.0; 1.0; 1.0; 0.7068965517241379; 0.780952380952381; 0.6485407066052227; 0.6543778801843319; 0.7634408602150538; 0.6293394777265745; 0.8631578947368422; 0.9092741935483871; 0.8558467741935485
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; 4; ica_diff; svdn; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.89166667 0.925      0.875      0.8559322  0.94067797]; 0.696969696969697; 0.7121212121212122; 0.8729838709677419; 0.9851239669421488; 1.0; 0.9848993288590604; 0.696969696969697; 0.7752808988764045; 0.7041542109060921; 0.748898678414097; 0.8673469387755102; 0.7136734693877551; 0.8776699029126214; 0.931958762886598; 0.8742634051119379
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.9537037  0.89814815 0.93518519 0.93518519 0.89622642]; 0.7150837988826816; 0.6927374301675978; 0.8772321428571429; 0.992619926199262; 1.0; 0.9925650557620818; 0.718232044198895; 0.7831325301204819; 0.719691265060241; 0.729064039408867; 0.74; 0.6864556962025317; 0.8812095032397408; 0.9026548672566371; 0.8770031093039942
svm_model_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; 4; ica_diff; svdne; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.9921875 0.984375  0.9921875 0.9765625 0.9765625]; 0.7136150234741784; 0.7699530516431925; 0.8958724202626641; 0.9984350547730829; 0.996875; 0.9984375; 0.7288888888888889; 0.7454545454545455; 0.7125330979699911; 0.804780876494024; 0.8559322033898306; 0.7595450490633364; 0.9004484304932736; 0.916058394160584; 0.8952878843389793
ensemble_model_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; 4; ica_diff; svdne; 576; 192; 192; 0.6; 0.2; 0.2; [0.99137931 0.99137931 0.98275862 0.95614035 1.        ]; 0.7395833333333334; 0.7708333333333334; 0.9020833333333333; 1.0; 1.0; 1.0; 0.7727272727272728; 0.8762886597938144; 0.7381443298969073; 0.7821782178217822; 0.9404761904761905; 0.7896825396825397; 0.905811623246493; 0.9637526652452025; 0.9034649273272857
ensemble_model_v2_N40_B30_E70_nb_zones_4_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [1.         0.98305085 1.         1.         1.        ]; 0.700507614213198; 0.6802030456852792; 0.8762677484787018; 1.0; 1.0; 1.0; 0.7281105990783411; 0.9753086419753086; 0.7419646658152403; 0.7622641509433963; 0.9351851851851852; 0.652985851019559; 0.8864059590316574; 0.9814432989690721; 0.8779471983867317
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; 6; ica_diff; svd; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [0.89759036 0.86746988 0.85542169 0.83536585 0.88414634]; 0.8327272727272728; 0.8836363636363637; 0.8655523255813954; 0.8647281921618204; 0.8280871670702179; 0.8704600484261501; 0.8308823529411764; 0.795774647887324; 0.8339775495075716; 0.875; 0.835820895522388; 0.8824494548533927; 0.8597422289613342; 0.8229317851959361; 0.8656143642136886
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; 6; ica_diff; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.94767442 0.97674419 0.90697674 0.98255814 0.97058824]; 0.8496503496503497; 0.8251748251748252; 0.9230769230769231; 0.9804822043628014; 0.9953379953379954; 0.9801864801864801; 0.8436363636363635; 0.8405797101449275; 0.8493439091265178; 0.8226950354609929; 0.8111888111888111; 0.8251748251748252; 0.92296918767507; 0.928169014084507; 0.9231122848200312
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.98295455 0.98863636 0.96551724 0.98850575 1.        ]; 0.8419243986254296; 0.8316151202749141; 0.9333791208791209; 0.997716894977169; 1.0; 0.9977116704805492; 0.8466666666666666; 0.8758620689655172; 0.8420406235238546; 0.8280701754385964; 0.8676470588235294; 0.8338235294117647; 0.9336071184120465; 0.9498607242339833; 0.9336024488378588
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; 6; ica_diff; svdn; 1032; 344; 344; 0.6; 0.2; 0.2; [0.88942308 0.93203883 0.91262136 0.91747573 0.89320388]; 0.7238372093023255; 0.7180232558139535; 0.8872093023255814; 0.9980657640232108; 1.0; 0.998062015503876; 0.7003154574132493; 0.6491228070175439; 0.7234053341446101; 0.6881028938906752; 0.6149425287356322; 0.719235970250169; 0.8832731648616124; 0.8524970963995354; 0.8872497123441216
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; 6; ica_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.94318182 0.92613636 0.94318182 0.90909091 0.94252874]; 0.7191780821917808; 0.7191780821917808; 0.8878248974008208; 1.0; 1.0; 1.0; 0.7028985507246377; 0.6783216783216783; 0.7183554700333223; 0.6940298507462687; 0.6549295774647887; 0.7174647887323944; 0.8846694796061885; 0.8687845303867403; 0.8876442977136954
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.93181818 0.94318182 0.93181818 0.90340909 0.96551724]; 0.7054794520547946; 0.7226027397260274; 0.8857729138166894; 1.0; 1.0; 1.0; 0.7225806451612903; 0.7272727272727273; 0.7042160737812911; 0.7075812274368231; 0.6712328767123288; 0.7226027397260274; 0.8860068259385666; 0.878213802435724; 0.8858565554363959
svm_model_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; 6; ica_diff; svdne; 942; 314; 314; 0.6; 0.2; 0.2; [0.98947368 1.         0.99468085 0.9893617  0.9787234 ]; 0.7197452229299363; 0.7484076433121019; 0.8936305732484077; 1.0; 1.0; 1.0; 0.7471264367816092; 0.8609271523178808; 0.7249421037663022; 0.7799442896935933; 0.8860759493670886; 0.7475251541707237; 0.8987265009096421; 0.95; 0.8939873417721519
ensemble_model_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; 6; ica_diff; svdne; 962; 320; 320; 0.6004993757802747; 0.19975031210986266; 0.19975031210986266; [0.9742268  0.97916667 0.98958333 0.97916667 0.99479167]; 0.75625; 0.7375; 0.897003745318352; 0.9968717413972888; 0.9937629937629938; 0.996881496881497; 0.7833333333333332; 0.94; 0.7670588235294118; 0.7801047120418848; 0.9254658385093167; 0.7363178249150357; 0.9029982363315697; 0.9696969696969697; 0.8978114478114478
ensemble_model_v2_N40_B30_E70_nb_zones_6_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 852; 284; 284; 0.6; 0.2; 0.2; [1.         0.99411765 0.98235294 1.         1.        ]; 0.7183098591549296; 0.7852112676056338; 0.9007042253521127; 1.0; 1.0; 1.0; 0.7530864197530864; 0.8243243243243243; 0.7136327503974564; 0.8087774294670846; 0.9148936170212766; 0.7861181371819669; 0.9056856187290969; 0.9468531468531468; 0.9003769280365025
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; 8; ica_diff; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.91025641 0.94017094 0.92307692 0.93589744 0.9017094 ]; 0.8641025641025641; 0.8358974358974359; 0.8984615384615384; 0.9297484822202948; 0.9162393162393162; 0.9307692307692307; 0.8691358024691358; 0.9072164948453608; 0.864322533136966; 0.8341968911917098; 0.8341968911917098; 0.8358801714841796; 0.8981481481481481; 0.8981481481481481; 0.8984605771415588
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; 8; ica_diff; svd; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.97154472 0.94308943 0.94715447 0.95491803 0.96721311]; 0.8651960784313726; 0.8333333333333334; 0.9270323212536729; 0.9788617886178863; 0.9820554649265906; 0.9787928221859705; 0.8693586698337293; 0.8970588235294118; 0.8651960784313725; 0.8388625592417062; 0.8634146341463415; 0.833185149585486; 0.9281234925229137; 0.9412915851272016; 0.9270183415832086
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.96694215 0.97520661 0.95833333 0.9625     0.975     ]; 0.7855361596009975; 0.7805486284289277; 0.9132602193419741; 1.0; 1.0; 1.0; 0.7981220657276995; 0.8854166666666666; 0.7895982854864433; 0.7934272300469482; 0.8535353535353535; 0.7814474797233417; 0.9153696498054474; 0.9485887096774194; 0.9136434672647453
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; 8; ica_diff; svdn; 1164; 388; 388; 0.6; 0.2; 0.2; [0.94871795 0.95299145 0.94396552 0.96982759 0.94827586]; 0.711340206185567; 0.6649484536082474; 0.8695876288659794; 0.9905417024935511; 0.9896907216494846; 0.9905498281786942; 0.7466063348416289; 0.8418367346938775; 0.7099808673469388; 0.7018348623853211; 0.8138297872340425; 0.6694148936170212; 0.8760411562959333; 0.9254658385093167; 0.8698171081663626
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; 8; ica_diff; svdn; 1314; 438; 438; 0.6; 0.2; 0.2; [0.94318182 0.96590909 0.92366412 0.9389313  0.92366412]; 0.726027397260274; 0.7488584474885844; 0.8949771689497716; 1.0; 1.0; 1.0; 0.7457627118644067; 0.7927927927927928; 0.7251001001001002; 0.7679324894514767; 0.8235294117647058; 0.74817023583627; 0.8982300884955752; 0.9227272727272727; 0.8948498748957465
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 1264; 421; 421; 0.6001899335232669; 0.19990503323836656; 0.19990503323836656; [0.93307087 0.91732283 0.93253968 0.93253968 0.93253968]; 0.6864608076009501; 0.6437054631828979; 0.8651471984805318; 0.9984202211690364; 1.0; 0.9984177215189873; 0.7092511013215858; 0.7285067873303167; 0.6842533936651584; 0.6559633027522935; 0.6745283018867925; 0.6434842466371762; 0.8682745825602969; 0.8788732394366198; 0.8649889732245539
svm_model_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; 8; ica_diff; svdne; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.99593496 0.98780488 0.98780488 0.99593496 0.99590164]; 0.7139364303178484; 0.7237163814180929; 0.8875855327468231; 1.0; 1.0; 1.0; 0.7394209354120268; 0.7980769230769231; 0.7124712973593571; 0.7353629976580797; 0.8092783505154639; 0.7278949892112203; 0.8906844106463878; 0.922244094488189; 0.887821076370308
ensemble_model_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; 8; ica_diff; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.99596774 0.99186992 1.         0.99186992 0.98780488]; 0.7829268292682927; 0.7878048780487805; 0.9142300194931774; 1.0; 1.0; 1.0; 0.789598108747045; 0.8882978723404256; 0.7909957830170598; 0.8129032258064516; 0.863013698630137; 0.7822921896292045; 0.9169811320754717; 0.9501466275659824; 0.9143347326362468
ensemble_model_v2_N40_B30_E70_nb_zones_8_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.964      0.98       0.98387097 0.99596774 0.99193548]; 0.7536231884057971; 0.7729468599033816; 0.9054054054054054; 1.0; 1.0; 1.0; 0.7792207792207791; 0.8910891089108911; 0.7568653091724267; 0.8041666666666667; 0.9368932038834952; 0.7737350634802093; 0.910338517840805; 0.9660194174757282; 0.9057544304269237
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; 10; ica_diff; svd; 1414; 471; 471; 0.6001697792869269; 0.1999151103565365; 0.1999151103565365; [0.89788732 0.90140845 0.90425532 0.85106383 0.86524823]; 0.851380042462845; 0.8556263269639066; 0.8752122241086587; 0.8856304985337242; 0.8543140028288543; 0.8896746817538896; 0.8674242424242424; 0.9621848739495799; 0.8501911494211419; 0.8645418326693228; 0.9393939393939394; 0.8571969696969698; 0.8771929824561403; 0.8928571428571429; 0.8752421307506054
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; 10; ica_diff; svd; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.92580645 0.95806452 0.91612903 0.94516129 0.9516129 ]; 0.7699757869249395; 0.7941888619854721; 0.9116161616161617; 0.9808429118773945; 0.9909677419354839; 0.9806451612903225; 0.7835990888382688; 0.8229665071770335; 0.7693263908434187; 0.8018648018648018; 0.8431372549019608; 0.7947743690777747; 0.9137222678718159; 0.936026936026936; 0.9116161616161617
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 1546; 515; 515; 0.6001552795031055; 0.1999223602484472; 0.1999223602484472; [0.97419355 0.96774194 0.98064516 0.96103896 0.96103896]; 0.7831325301204819; 0.7614457831325301; 0.9179292929292929; 0.9961190168175937; 0.9961190168175937; 0.9961190168175937; 0.7954545454545454; 0.8413461538461539; 0.7829919175027871; 0.778523489932886; 0.8405797101449275; 0.7616360089186176; 0.9198520345252774; 0.9419191919191919; 0.9179292929292929
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; 10; ica_diff; svdn; 1476; 492; 492; 0.6; 0.2; 0.2; [0.91891892 0.94594595 0.92567568 0.93877551 0.93877551]; 0.7133333333333334; 0.74; 0.8930976430976431; 0.9945652173913043; 0.991869918699187; 0.9945799457994579; 0.732919254658385; 0.7531914893617021; 0.7114794656110836; 0.7334851936218679; 0.7488372093023256; 0.7403760514596734; 0.8939014202172098; 0.9006734006734006; 0.893097643097643
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; 10; ica_diff; svdn; 1384; 461; 461; 0.6001734605377277; 0.19991326973113616; 0.19991326973113616; [0.9352518  0.9028777  0.92753623 0.90942029 0.92753623]; 0.6876355748373102; 0.6767895878524945; 0.8594969644405898; 0.9780608634111819; 0.9985549132947977; 0.9776011560693643; 0.6962025316455696; 0.6903765690376569; 0.6875306268611707; 0.6725274725274725; 0.6923076923076923; 0.6774038461538462; 0.8616567036720751; 0.8758680555555556; 0.8595111508280378
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.93150685 0.95205479 0.92123288 0.92123288 0.94178082]; 0.7161572052401747; 0.6593886462882096; 0.8699494949494949; 0.9844489519945909; 0.9972602739726028; 0.9842465753424656; 0.6990740740740741; 0.6801801801801802; 0.7150900900900901; 0.6680851063829787; 0.6652542372881356; 0.6592036952206444; 0.870222595548089; 0.8720538720538721; 0.8699494949494949
svm_model_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; 10; ica_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.99666667 0.98657718 0.9966443  0.98657718 0.98993289]; 0.755656108597285; 0.7149321266968326; 0.9010942760942761; 0.9993293091884642; 0.9986595174262735; 0.9993297587131367; 0.793103448275862; 0.8922413793103449; 0.7485016420361249; 0.7428571428571429; 0.8666666666666667; 0.7221264367816093; 0.9061126648022373; 0.9545454545454546; 0.9010942760942761
ensemble_model_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; 10; ica_diff; svdne; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.98965517 0.97931034 0.9862069  0.97241379 0.9862069 ]; 0.7645788336933045; 0.755939524838013; 0.9065656565656566; 1.0; 1.0; 1.0; 0.7797979797979797; 0.8318965517241379; 0.7644331243469175; 0.777120315581854; 0.8528138528138528; 0.7561483057172713; 0.9094616639477978; 0.9385521885521886; 0.9065656565656566
ensemble_model_v2_N40_B30_E70_nb_zones_10_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.98251748 0.98251748 0.98601399 0.99300699 0.98251748]; 0.7019027484143763; 0.6849894291754757; 0.8779461279461279; 1.0; 1.0; 1.0; 0.7468581687612208; 0.8813559322033898; 0.7022813416291211; 0.7295825771324862; 0.8481012658227848; 0.6846438532503754; 0.8857368006304176; 0.9461279461279462; 0.8779461279461279
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; 12; ica_diff; svd; 1744; 581; 581; 0.6001376462491397; 0.19993117687543013; 0.19993117687543013; [0.90857143 0.85428571 0.93103448 0.93103448 0.91666667]; 0.819620253164557; 0.8386075949367089; 0.8872053872053872; 0.9066511085180862; 0.8910550458715596; 0.908256880733945; 0.823529411764706; 0.8364779874213837; 0.8195128790610103; 0.8391167192429022; 0.8471337579617835; 0.8386612186035333; 0.8861512319456244; 0.8779461279461279; 0.8872053872053872
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; 12; ica_diff; svd; 1800; 600; 600; 0.6; 0.2; 0.2; [0.93611111 0.96111111 0.95277778 0.925      0.94722222]; 0.8333333333333334; 0.8715277777777778; 0.946969696969697; 0.9774848984074684; 0.9888888888888889; 0.9772222222222222; 0.8481012658227848; 0.9241379310344827; 0.832698336146612; 0.8825396825396825; 0.972027972027972; 0.8722208825657101; 0.9486133768352365; 0.9789562289562289; 0.9469696969696969
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svd; 40; 30; 70; zones; ica_diff; svd; 1830; 610; 610; 0.6; 0.2; 0.2; [0.95901639 0.98087432 0.98907104 0.96721311 0.96721311]; 0.7545787545787546; 0.7765567765567766; 0.9444444444444444; 0.9978189749182115; 1.0; 0.9978142076502733; 0.7744107744107744; 0.8778625954198473; 0.7593538329211913; 0.809968847352025; 0.9154929577464789; 0.7707235781098807; 0.9461663947797717; 0.9764309764309764; 0.9444444444444444
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; 12; ica_diff; svdn; 1654; 551; 551; 0.6001451378809869; 0.19992743105950653; 0.19992743105950653; [0.95481928 0.92168675 0.94848485 0.93939394 0.94848485]; 0.7257617728531855; 0.7119113573407202; 0.9145622895622896; 1.0; 1.0; 1.0; 0.7543424317617867; 0.9047619047619048; 0.7373550456452012; 0.7678571428571429; 0.8911917098445595; 0.6985720453984703; 0.9189620758483034; 0.9688552188552189; 0.9145622895622896
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; 12; ica_diff; svdn; 1918; 639; 639; 0.600125156445557; 0.1999374217772215; 0.1999374217772215; [0.88020833 0.92447917 0.9140625  0.90364583 0.92146597]; 0.6724890829694323; 0.7161572052401747; 0.9410774410774411; 1.0; 1.0; 1.0; 0.6887966804979253; 0.83; 0.6901937984496125; 0.7670250896057348; 0.8294573643410853; 0.6997286821705427; 0.9425758818703855; 0.9671717171717171; 0.9410774410774411
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svdn; 40; 30; 70; zones; ica_diff; svdn; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.93296089 0.91899441 0.89106145 0.89325843 0.94662921]; 0.7186440677966102; 0.6949152542372882; 0.922979797979798; 0.9944320712694877; 1.0; 0.9944008958566629; 0.7205387205387205; 0.7482517482517482; 0.7195206109679795; 0.7133757961783439; 0.7368421052631579; 0.6935958778064042; 0.9239717490652265; 0.936026936026936; 0.9229797979797979
svm_model_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; 12; ica_diff; svdne; 1866; 622; 622; 0.6; 0.2; 0.2; [0.98395722 0.97593583 0.97593583 0.98924731 0.9811828 ]; 0.7725490196078432; 0.7764705882352941; 0.9515993265993266; 1.0; 1.0; 1.0; 0.7819548872180452; 0.859504132231405; 0.7767669914888369; 0.8027681660899654; 0.8656716417910447; 0.7716787961021339; 0.9524989673688559; 0.9705387205387206; 0.9515993265993266
ensemble_model_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; 12; ica_diff; svdne; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.98342541 0.96685083 0.98611111 0.97222222 0.97777778]; 0.8741258741258742; 0.8776223776223776; 0.9688552188552189; 0.9983342587451417; 0.9966740576496674; 0.9983370288248337; 0.8783783783783783; 0.9027777777777778; 0.8739241001564944; 0.8754448398576513; 0.8661971830985915; 0.8775430359937402; 0.9688814129520605; 0.9696969696969697; 0.9688552188552189
ensemble_model_v2_N40_B30_E70_nb_zones_12_ica_diff_svdne; 40; 30; 70; zones; ica_diff; svdne; 1722; 574; 574; 0.6; 0.2; 0.2; [0.99710983 0.98837209 0.98837209 0.99418605 0.98837209]; 0.7889908256880734; 0.8012232415902141; 0.9436026936026936; 1.0; 1.0; 1.0; 0.790273556231003; 0.8125; 0.7894835329341318; 0.8158640226628896; 0.8622754491017964; 0.7998877245508983; 0.9442595673876871; 0.9553872053872053; 0.9436026936026937
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; 4; ica_diff; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.98387097 0.90983607 0.92622951 0.94262295 0.91803279]; 0.8431372549019608; 0.8872549019607843; 0.9107843137254902; 0.9413680781758957; 0.9444444444444444; 0.9411764705882353; 0.8504672897196263; 0.900990099009901; 0.8436989330000961; 0.892018779342723; 0.95; 0.8884615384615384; 0.9125840537944284; 0.9368836291913215; 0.9109369413013139
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; 4; ica_diff; svd; 712; 237; 237; 0.6003372681281619; 0.19983136593591905; 0.19983136593591905; [0.94444444 0.92253521 0.95774648 0.90140845 0.95774648]; 0.890295358649789; 0.8734177215189873; 0.9258010118043845; 0.9533527696793004; 0.9185393258426966; 0.9550561797752809; 0.9029850746268657; 0.9758064516129032; 0.8861333143020268; 0.8695652173913043; 0.9615384615384616; 0.8830248698669753; 0.9256756756756757; 0.9383561643835616; 0.9259887134210167
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 608; 202; 202; 0.6007905138339921; 0.19960474308300397; 0.19960474308300397; [0.95901639 0.90983607 0.93442623 0.95901639 0.95833333]; 0.8613861386138614; 0.8217821782178217; 0.9219367588932806; 0.9747899159663866; 0.9539473684210527; 0.9753289473684211; 0.8679245283018868; 0.8846153846153846; 0.8606750392464678; 0.8448275862068967; 0.8990825688073395; 0.8151326822531321; 0.9239653512993261; 0.9284332688588007; 0.921792392005158
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; 4; ica_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.73387097 0.77419355 0.75       0.79032258 0.76612903]; 0.7378640776699029; 0.7524271844660194; 0.8003875968992248; 0.842433697347894; 0.8709677419354839; 0.8370967741935484; 0.7378640776699028; 0.7676767676767676; 0.7389785707542718; 0.7713004484304933; 0.7747747747747747; 0.7505452821242296; 0.8074766355140187; 0.8307692307692308; 0.8001502403846155
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; 4; ica_diff; svdn; 684; 228; 228; 0.6; 0.2; 0.2; [0.75362319 0.7826087  0.74264706 0.625      0.75      ]; 0.7236842105263158; 0.706140350877193; 0.8552631578947368; 0.9497847919655666; 0.9678362573099415; 0.9488304093567251; 0.7174887892376682; 0.7079646017699115; 0.72354751827626; 0.7172995780590717; 0.6854838709677419; 0.7081265508684864; 0.857389801210026; 0.8566493955094991; 0.8552409187886175
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 588; 196; 196; 0.6; 0.2; 0.2; [0.80508475 0.83898305 0.76271186 0.73728814 0.76724138]; 0.7244897959183674; 0.6989795918367347; 0.8846938775510204; 1.0; 1.0; 1.0; 0.771186440677966; 0.9479166666666666; 0.7289583333333334; 0.7489361702127658; 0.9072164948453608; 0.7010829948974279; 0.8932955618508026; 0.971252566735113; 0.8852206038543718
svm_model_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; 4; ica_diff; svdne; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.97413793 0.98275862 0.94827586 0.98275862 0.97368421]; 0.7708333333333334; 0.7604166666666666; 0.9064449064449065; 1.0; 1.0; 1.0; 0.8166666666666667; 0.9514563106796117; 0.7566270317443002; 0.8067226890756303; 0.9504950495049505; 0.74997279947775; 0.9147727272727273; 0.9797160243407708; 0.904570165688509
ensemble_model_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; 4; ica_diff; svdne; 534; 178; 178; 0.6; 0.2; 0.2; [0.96296296 0.9537037  0.97169811 0.97169811 0.99056604]; 0.7359550561797753; 0.8370786516853933; 0.9146067415730337; 1.0; 1.0; 1.0; 0.7185628742514969; 0.7407407407407407; 0.7363497518136694; 0.8585365853658536; 0.9263157894736842; 0.8306277742549144; 0.9161147902869757; 0.9367945823927766; 0.9147060160286031
ensemble_model_v2_N40_B80_E120_nb_zones_4_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 650; 216; 216; 0.600739371534196; 0.19963031423290203; 0.19963031423290203; [0.96153846 0.96923077 0.93846154 0.94615385 0.95384615]; 0.8009259259259259; 0.8240740740740741; 0.9168207024029574; 0.9860031104199067; 0.9753846153846154; 0.9861538461538462; 0.8138528138528138; 0.8173913043478261; 0.7997847610848042; 0.8256880733944953; 0.9; 0.8293103448275861; 0.9175824175824175; 0.9277777777777778; 0.9168409184091841
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; 6; ica_diff; svd; 858; 286; 286; 0.6; 0.2; 0.2; [0.88953488 0.90116279 0.88372093 0.93023256 0.9       ]; 0.9125874125874126; 0.8636363636363636; 0.8965034965034965; 0.900473933649289; 0.8857808857808858; 0.9020979020979021; 0.9206349206349206; 0.9539473684210527; 0.9098095051060489; 0.8650519031141869; 0.946969696969697; 0.8695887445887445; 0.8977900552486189; 0.9116409537166901; 0.8965457209308694
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; 6; ica_diff; svd; 958; 319; 319; 0.600250626566416; 0.19987468671679198; 0.19987468671679198; [0.90625    0.93229167 0.90625    0.93229167 0.9       ]; 0.8934169278996865; 0.877742946708464; 0.9304511278195489; 0.9593147751605996; 0.9352818371607515; 0.9603340292275574; 0.8843537414965987; 0.8666666666666667; 0.8919132149901381; 0.8814589665653494; 0.8529411764705882; 0.8794907224634821; 0.9287090558766858; 0.904881101376721; 0.9304832106632664
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 798; 266; 266; 0.6; 0.2; 0.2; [0.95625   0.94375   0.95625   0.86875   0.9556962]; 0.8383458646616542; 0.8796992481203008; 0.9368421052631579; 0.9887359198998749; 0.9899749373433584; 0.9887218045112783; 0.8200836820083682; 0.7903225806451613; 0.8353021353930032; 0.8769230769230769; 0.8321167883211679; 0.8811746732303514; 0.9352850539291218; 0.9196969696969697; 0.9367141564902759
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; 6; ica_diff; svdn; 890; 296; 296; 0.6005398110661269; 0.19973009446693657; 0.19973009446693657; [0.74157303 0.79213483 0.69662921 0.70786517 0.69101124]; 0.7601351351351351; 0.6959459459459459; 0.8549257759784076; 0.9409190371991247; 0.9662921348314607; 0.9393258426966293; 0.7746031746031746; 0.7922077922077922; 0.7587799524419242; 0.7204968944099379; 0.7837837837837838; 0.6959459459459459; 0.8613797549967762; 0.8942436412315931; 0.8546048138130754
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; 6; ica_diff; svdn; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.73255814 0.73255814 0.69186047 0.71764706 0.72941176]; 0.7087719298245614; 0.7508771929824561; 0.8920056100981767; 1.0; 1.0; 1.0; 0.6937269372693727; 0.7014925373134329; 0.7083621626964515; 0.7560137457044672; 0.7432432432432432; 0.751183665417242; 0.8913963328631875; 0.8901408450704226; 0.8919977968368873
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 798; 266; 266; 0.6; 0.2; 0.2; [0.79375    0.7        0.66875    0.68125    0.75316456]; 0.7556390977443609; 0.6804511278195489; 0.8714285714285714; 0.9737827715355805; 0.9774436090225563; 0.9736842105263158; 0.7601476014760147; 0.8728813559322034; 0.7675217590471827; 0.7284345047923323; 0.8142857142857143; 0.6730158730158731; 0.8765342960288809; 0.923896499238965; 0.8720522615065552
svm_model_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; 6; ica_diff; svdne; 1044; 348; 348; 0.6; 0.2; 0.2; [0.94285714 0.95714286 0.94711538 0.9375     0.92307692]; 0.8563218390804598; 0.8448275862068966; 0.9275862068965517; 0.978805394990366; 0.9731800766283525; 0.9789272030651341; 0.8611111111111112; 0.8707865168539326; 0.855981493721084; 0.834355828220859; 0.8607594936708861; 0.8461692205196536; 0.9269141531322507; 0.9312354312354313; 0.9276358562072848
ensemble_model_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; 6; ica_diff; svdne; 918; 306; 306; 0.6; 0.2; 0.2; [0.97282609 0.96195652 0.97826087 0.98369565 0.97252747]; 0.8562091503267973; 0.8986928104575164; 0.9450980392156862; 0.99009900990099; 0.9803921568627451; 0.9901960784313726; 0.8589743589743589; 0.8481012658227848; 0.8564830653438249; 0.8996763754045308; 0.9205298013245033; 0.8989745780816065; 0.9450980392156861; 0.94140625; 0.9451125738188976
ensemble_model_v2_N40_B80_E120_nb_zones_6_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.91414141 0.90909091 0.92424242 0.92346939 0.92346939]; 0.8628048780487805; 0.8475609756097561; 0.9232643118148599; 0.9678089304257528; 0.9452332657200812; 0.9685598377281945; 0.8753462603878116; 0.9404761904761905; 0.8608630952380952; 0.8529411764705882; 0.9177215189873418; 0.8500372300819062; 0.9242788461538463; 0.938949938949939; 0.9233024299852975
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; 8; ica_diff; svd; 1138; 379; 379; 0.6002109704641351; 0.1998945147679325; 0.1998945147679325; [0.93421053 0.95175439 0.94736842 0.92105263 0.9380531 ]; 0.8496042216358839; 0.8759894459102903; 0.9082278481012658; 0.9385964912280701; 0.9402460456942003; 0.9384885764499121; 0.8534704370179949; 0.8469387755102041; 0.8496988959518235; 0.8653295128939827; 0.848314606741573; 0.874406059589692; 0.9073482428115016; 0.9034994697773064; 0.9082030402401747
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; 8; ica_diff; svd; 1158; 386; 386; 0.6; 0.2; 0.2; [0.92241379 0.92241379 0.94396552 0.93965517 0.91304348]; 0.8937823834196891; 0.8911917098445595; 0.9352331606217616; 0.9630281690140845; 0.9447322970639033; 0.9637305699481865; 0.8982630272952854; 0.9476439790575916; 0.8943348100416164; 0.896551724137931; 0.9629629629629629; 0.8926489941718367; 0.9357326478149101; 0.948905109489051; 0.9353176422831455
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.92857143 0.93253968 0.9047619  0.91666667 0.916     ]; 0.8568019093078759; 0.8854415274463007; 0.9317748091603053; 0.9721115537848605; 0.9697933227344993; 0.9721780604133545; 0.8591549295774648; 0.905940594059406; 0.8585002509467536; 0.8873239436619719; 0.9; 0.8854066985645933; 0.9321309919316565; 0.9433237271853987; 0.931851437052415
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; 8; ica_diff; svdn; 1248; 416; 416; 0.6; 0.2; 0.2; [0.776      0.78       0.824      0.712      0.72580645]; 0.7091346153846154; 0.7091346153846154; 0.8365384615384616; 0.9234375; 0.9471153846153846; 0.921474358974359; 0.7152941176470589; 0.8172043010752689; 0.7194717157550257; 0.720554272517321; 0.7464114832535885; 0.7089545338973257; 0.8409728718428437; 0.8822374877330716; 0.837442966298204
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; 8; ica_diff; svdn; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.71259843 0.75396825 0.71031746 0.68253968 0.71825397]; 0.7357142857142858; 0.7095238095238096; 0.8606089438629876; 0.9530516431924883; 0.96513470681458; 0.9524564183835184; 0.740046838407494; 0.7559808612440191; 0.7358103358352797; 0.702439024390244; 0.7058823529411765; 0.7094226579520698; 0.8614657210401891; 0.8726053639846744; 0.8606883152626585
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 1230; 410; 410; 0.6; 0.2; 0.2; [0.69918699 0.73577236 0.75609756 0.75609756 0.75203252]; 0.6853658536585366; 0.7; 0.8273170731707317; 0.9203125; 0.9577235772357724; 0.9170731707317075; 0.7624309392265194; 0.9764150943396226; 0.6750762340384981; 0.7648183556405355; 0.9302325581395349; 0.6881932021466906; 0.8491048593350383; 0.9558541266794626; 0.8251492855619534
svm_model_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; 8; ica_diff; svdne; 1274; 424; 424; 0.6003770028275212; 0.1998114985862394; 0.1998114985862394; [0.9296875  0.94140625 0.95669291 0.93307087 0.97244094]; 0.875; 0.8773584905660378; 0.9245994344957588; 0.956726986624705; 0.9544740973312402; 0.9568288854003139; 0.8691358024691358; 0.8712871287128713; 0.8748327535456248; 0.8796296296296298; 0.8715596330275229; 0.8775273893292955; 0.9240986717267552; 0.9214758751182592; 0.9245877028173456
ensemble_model_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; 8; ica_diff; svdne; 1266; 422; 422; 0.6; 0.2; 0.2; [0.91338583 0.94094488 0.93700787 0.94047619 0.92857143]; 0.8530805687203792; 0.8601895734597157; 0.933649289099526; 0.9849564528899447; 0.9826224328593997; 0.9849921011058451; 0.8640350877192982; 0.9205607476635514; 0.8521072969086989; 0.869179600886918; 0.9074074074074074; 0.8590435095289464; 0.935483870967742; 0.9548447789275635; 0.9334873369327406
ensemble_model_v2_N40_B80_E120_nb_zones_8_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.925      0.94166667 0.90336134 0.92436975 0.90756303]; 0.8819095477386935; 0.8844221105527639; 0.9391959798994974; 0.9761904761904763; 0.9614740368509213; 0.9765494137353434; 0.8904428904428904; 0.955; 0.881540404040404; 0.888888888888889; 0.9154228855721394; 0.8841073818723642; 0.9400693412580485; 0.9509018036072144; 0.939160579222962
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; 10; ica_diff; svd; 1482; 494; 494; 0.6; 0.2; 0.2; [0.90268456 0.89864865 0.91554054 0.87162162 0.90202703]; 0.9060402684563759; 0.9172259507829977; 0.9053030303030303; 0.9012178619756428; 0.8987854251012146; 0.9014844804318489; 0.896551724137931; 0.8348623853211009; 0.9043307559793278; 0.9149425287356321; 0.868995633187773; 0.9184427707223268; 0.9029754204398447; 0.8813131313131313; 0.9053030303030303
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; 10; ica_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.95138889 0.91958042 0.95104895 0.92657343 0.93706294]; 0.815677966101695; 0.7817796610169492; 0.9031986531986532; 0.971830985915493; 0.9636871508379888; 0.9720670391061453; 0.8367729831144465; 0.8991935483870968; 0.8112039170506913; 0.7944111776447105; 0.8883928571428571; 0.7869383640552996; 0.9062754686226568; 0.936026936026936; 0.9031986531986531
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 1470; 490; 490; 0.6; 0.2; 0.2; [0.92517007 0.94217687 0.90816327 0.92517007 0.9047619 ]; 0.82560706401766; 0.8498896247240618; 0.9191919191919192; 0.9692832764505118; 0.9659863945578231; 0.9693877551020408; 0.8471953578336557; 0.9776785714285714; 0.827267233312539; 0.8661417322834646; 0.9606986899563319; 0.8486529164067373; 0.9228915662650603; 0.9671717171717171; 0.9191919191919191
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; 10; ica_diff; svdn; 1398; 466; 466; 0.6; 0.2; 0.2; [0.69285714 0.72142857 0.71071429 0.74285714 0.70143885]; 0.6502145922746781; 0.6652360515021459; 0.8227467811158798; 0.9349030470914127; 0.9656652360515021; 0.9327610872675252; 0.6871401151631478; 0.7955555555555556; 0.6550391885661595; 0.7214285714285714; 0.8416666666666667; 0.6597713864306785; 0.8364356435643564; 0.9072164948453608; 0.8228192251242241
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; 10; ica_diff; svdn; 1638; 546; 546; 0.6; 0.2; 0.2; [0.70731707 0.71036585 0.7347561  0.72256098 0.7392638 ]; 0.7452574525745257; 0.7235772357723578; 0.8813131313131313; 0.9479418886198546; 0.9560439560439561; 0.9474969474969476; 0.7614213197969544; 0.7978723404255319; 0.7442400376160809; 0.7371134020618557; 0.7900552486187845; 0.7248148583519454; 0.8841413311421529; 0.9057239057239057; 0.8813131313131313
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.73856209 0.69607843 0.74342105 0.71710526 0.72368421]; 0.704225352112676; 0.7300469483568075; 0.8623737373737373; 0.9450127877237852; 0.9698162729658792; 0.9435695538057743; 0.7407407407407407; 0.8823529411764706; 0.7114467408585057; 0.7731755424063117; 0.8828828828828829; 0.7233041865394806; 0.87211576065702; 0.9385521885521886; 0.8623737373737375
svm_model_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; 10; ica_diff; svdne; 1592; 530; 530; 0.6003016591251885; 0.19984917043740574; 0.19984917043740574; [0.921875   0.94968553 0.96226415 0.94968553 0.96226415]; 0.8469387755102041; 0.8214285714285714; 0.9263468013468014; 0.9713558243157224; 0.9585427135678392; 0.9717336683417085; 0.844559585492228; 0.8402061855670103; 0.846870769551182; 0.8258706467661691; 0.8383838383838383; 0.8212537748620223; 0.9258160237388724; 0.9191919191919192; 0.9263468013468014
ensemble_model_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; 10; ica_diff; svdne; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.92       0.92666667 0.92       0.9295302  0.89932886]; 0.85; 0.8295454545454546; 0.906986531986532; 0.9455040871934605; 0.9278074866310161; 0.9465240641711229; 0.8601694915254238; 0.90625; 0.8489583333333333; 0.8314606741573035; 0.8564814814814815; 0.8300264550264551; 0.9073375262054507; 0.9107744107744108; 0.906986531986532
ensemble_model_v2_N40_B80_E120_nb_zones_10_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.95973154 0.95973154 0.96979866 0.95973154 0.94295302]; 0.873589164785553; 0.837471783295711; 0.9410774410774411; 0.9919137466307277; 0.9879194630872483; 0.9919463087248321; 0.8727272727272727; 0.8727272727272727; 0.8735833673053403; 0.8448275862068965; 0.8789237668161435; 0.8371891561353444; 0.9413735343383585; 0.9461279461279462; 0.941077441077441
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; 12; ica_diff; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.94324324 0.9        0.90810811 0.92702703 0.9375    ]; 0.8371212121212122; 0.8598484848484849; 0.9061447811447811; 0.9234884965222044; 0.933982683982684; 0.9226190476190477; 0.8326848249027237; 0.816793893129771; 0.8369683751363142; 0.8582375478927203; 0.8421052631578947; 0.859983929288871; 0.9065772936740678; 0.9107744107744108; 0.9061447811447811
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; 12; ica_diff; svd; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.9        0.91091954 0.92528736 0.93103448 0.89942529]; 0.9022082018927445; 0.8738170347003155; 0.9406565656565656; 0.959349593495935; 0.9483352468427095; 0.9598163030998852; 0.9063444108761328; 0.9259259259259259; 0.9016726403823179; 0.8742138364779874; 0.896774193548387; 0.8743130227001195; 0.9405314213412064; 0.9385521885521886; 0.9406565656565656
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svd; 40; 80; 120; zones; ica_diff; svd; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.91761364 0.875      0.89488636 0.90909091 0.90340909]; 0.9155844155844156; 0.9025974025974026; 0.9503367003367004; 0.9644902634593356; 0.9568181818181818; 0.9647727272727272; 0.9115646258503401; 0.9115646258503401; 0.9154096421177167; 0.9085365853658537; 0.9254658385093167; 0.9015084294587399; 0.9501689189189189; 0.946969696969697; 0.9503367003367004
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; 12; ica_diff; svdn; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.74857143 0.77428571 0.74857143 0.74285714 0.72857143]; 0.7124600638977636; 0.7476038338658147; 0.7920875420875421; 0.8266666666666667; 0.8857142857142857; 0.8142857142857143; 0.7321428571428572; 0.803921568627451; 0.7144607843137255; 0.7749287749287749; 0.85; 0.7452614379084967; 0.8071818891491023; 0.8703703703703703; 0.7920875420875421
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; 12; ica_diff; svdn; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.75271739 0.75271739 0.75       0.73913043 0.73097826]; 0.7238805970149254; 0.6977611940298507; 0.8792087542087542; 0.9291084854994629; 0.9402173913043478; 0.9282608695652173; 0.7375886524822695; 0.8253968253968254; 0.729599821149117; 0.7290969899665551; 0.7676056338028169; 0.693326626425218; 0.8825214899713467; 0.9074074074074074; 0.8792087542087541
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svdn; 40; 80; 120; zones; ica_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.74011299 0.74576271 0.70621469 0.75141243 0.79261364]; 0.6381578947368421; 0.7039473684210527; 0.8547979797979798; 0.9201101928374655; 0.9445701357466063; 0.9179864253393665; 0.6583850931677018; 0.75177304964539; 0.6458251751294435; 0.7580645161290323; 0.8650306748466258; 0.6913805856502632; 0.8624950179354325; 0.9107744107744108; 0.8547979797979799
svm_model_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; 12; ica_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.94350282 0.95480226 0.96610169 0.96022727 0.94318182]; 0.8131147540983606; 0.8163934426229508; 0.9326599326599326; 0.9734012450481041; 0.9739524348810872; 0.9733861834654587; 0.8318584070796459; 0.9038461538461539; 0.8109834796076406; 0.8313253012048192; 0.9261744966442953; 0.8188564790913784; 0.9343724364232977; 0.9587542087542088; 0.9326599326599327
ensemble_model_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; 12; ica_diff; svdne; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.95810056 0.94134078 0.93296089 0.94134078 0.94413408]; 0.8600682593856656; 0.856655290102389; 0.9482323232323232; 0.9774774774774775; 0.9698324022346368; 0.9776536312849162; 0.8600682593856656; 0.8456375838926175; 0.8603187919463087; 0.8444444444444444; 0.7916666666666666; 0.8555648769574944; 0.9474134245404019; 0.9326599326599326; 0.9482323232323232
ensemble_model_v2_N40_B80_E120_nb_zones_12_ica_diff_svdne; 40; 80; 120; zones; ica_diff; svdne; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.91666667 0.91388889 0.89444444 0.90277778 0.91899441]; 0.889273356401384; 0.8615916955017301; 0.9461279461279462; 0.9685393258426966; 0.9588431590656284; 0.9688542825361512; 0.8954248366013072; 0.958041958041958; 0.889979883130568; 0.8726114649681529; 0.9383561643835616; 0.8607864738001724; 0.9466666666666668; 0.9562289562289562; 0.9461279461279462
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; 4; ica_diff; svd; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.875      0.91346154 0.89215686 0.92156863 0.94117647]; 0.8596491228070176; 0.8070175438596491; 0.8820093457943925; 0.9133858267716536; 0.9027237354085603; 0.9143968871595332; 0.8571428571428571; 0.9230769230769231; 0.8647642679900743; 0.8358208955223881; 0.9130434782608695; 0.7982938910291689; 0.8848346636259978; 0.9086651053864169; 0.8820714804321361
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; 4; ica_diff; svd; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.88461538 0.9        0.87692308 0.8671875  0.890625  ]; 0.8604651162790697; 0.8418604651162791; 0.912639405204461; 0.9541284403669725; 0.9659442724458205; 0.9535603715170279; 0.8623853211009174; 0.8173913043478261; 0.8636956521739132; 0.8440366972477064; 0.8598130841121495; 0.8419435790931118; 0.9137614678899083; 0.9137614678899083; 0.9126246134176471
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.93103448 0.96551724 0.94827586 0.93103448 0.9137931 ]; 0.8082901554404145; 0.8082901554404145; 0.9089026915113871; 0.975609756097561; 0.9655172413793104; 0.9758620689655173; 0.7955801104972375; 0.8372093023255814; 0.8111280156487721; 0.8262910798122065; 0.9072164948453608; 0.807774914089347; 0.9090909090909092; 0.9302325581395349; 0.9093353460068869
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; 4; ica_diff; svdn; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.56666667 0.65254237 0.63559322 0.63559322 0.6779661 ]; 0.6395939086294417; 0.5888324873096447; 0.845841784989858; 1.0; 1.0; 1.0; 0.6395939086294417; 0.6494845360824743; 0.639742268041237; 0.5803108808290155; 0.5714285714285714; 0.5887445887445888; 0.845213849287169; 0.845213849287169; 0.8458392478759077
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; 4; ica_diff; svdn; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.55833333 0.60833333 0.675      0.69166667 0.63559322]; 0.6080402010050251; 0.592964824120603; 0.8353413654618473; 0.9915966386554622; 0.9866220735785953; 0.9916387959866221; 0.6355140186915887; 0.6355140186915887; 0.6058004876066639; 0.6267281105990784; 0.6666666666666666; 0.5910652920962198; 0.8401559454191033; 0.8484251968503937; 0.8350732541629018
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.58064516 0.51612903 0.54032258 0.57258065 0.58870968]; 0.5485436893203883; 0.5922330097087378; 0.8246124031007752; 0.9935483870967742; 0.9935483870967742; 0.9935483870967742; 0.5938864628820961; 0.7083333333333334; 0.5587121212121212; 0.631578947368421; 0.6990291262135923; 0.5922330097087378; 0.8319405756731661; 0.8801571709233792; 0.8253558321156093
svm_model_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; 4; ica_diff; svdne; 654; 218; 218; 0.6; 0.2; 0.2; [0.93939394 0.89393939 0.92307692 0.93846154 0.90769231]; 0.7889908256880734; 0.8348623853211009; 0.9110091743119266; 0.9766718506998445; 0.9602446483180428; 0.9770642201834862; 0.7889908256880734; 0.7889908256880734; 0.7889908256880733; 0.8285714285714285; 0.8130841121495327; 0.8344699840026942; 0.9094304388422035; 0.8968692449355433; 0.9109574743873328
ensemble_model_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; 4; ica_diff; svdne; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.85087719 0.85964912 0.84210526 0.875      0.88392857]; 0.7978723404255319; 0.8829787234042553; 0.9150743099787686; 0.9633699633699635; 0.9293286219081273; 0.9646643109540636; 0.8137254901960784; 0.9325842696629213; 0.8046759732152989; 0.8990825688073395; 0.9333333333333333; 0.876305220883534; 0.9173553719008266; 0.9308176100628931; 0.9148711706228444
ensemble_model_v2_N40_B130_E170_nb_zones_4_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 738; 246; 246; 0.6; 0.2; 0.2; [0.91891892 0.89189189 0.85810811 0.93918919 0.9109589 ]; 0.8089430894308943; 0.8089430894308943; 0.9211382113821138; 0.9959404600811907; 0.997289972899729; 0.9959349593495935; 0.7873303167420813; 0.7435897435897436; 0.8059033989266547; 0.8016877637130801; 0.76; 0.8097520661157025; 0.9189640768588138; 0.900163666121113; 0.9210026731251769
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; 6; ica_diff; svd; 894; 298; 298; 0.6; 0.2; 0.2; [0.90555556 0.87777778 0.87078652 0.91011236 0.91011236]; 0.825503355704698; 0.8422818791946308; 0.8738255033557047; 0.9044038668098819; 0.941834451901566; 0.9004474272930648; 0.8300653594771242; 0.8639455782312925; 0.826012524214984; 0.8438538205980066; 0.8523489932885906; 0.8422818791946309; 0.8777633289986996; 0.9084791386271871; 0.8739182841730313
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; 6; ica_diff; svd; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.90322581 0.89673913 0.88043478 0.94565217 0.89130435]; 0.8013029315960912; 0.8925081433224755; 0.9244791666666666; 0.9763948497854077; 0.9869848156182213; 0.9761388286334056; 0.8013029315960912; 0.803921568627451; 0.8013114336643749; 0.8918032786885245; 0.9066666666666666; 0.892823779193206; 0.9248704663212435; 0.9345549738219895; 0.9245313729213575
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 798; 266; 266; 0.6; 0.2; 0.2; [0.85       0.9125     0.91875    0.84375    0.76582278]; 0.8796992481203008; 0.849624060150376; 0.9172932330827067; 0.9523809523809523; 0.9523809523809523; 0.9523809523809522; 0.8881118881118881; 0.9202898550724637; 0.8781136775362319; 0.86013986013986; 0.8913043478260869; 0.8479959239130435; 0.9197080291970804; 0.9333333333333333; 0.9170483460559796
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; 6; ica_diff; svdn; 802; 267; 267; 0.6002994011976048; 0.1998502994011976; 0.1998502994011976; [0.61728395 0.625      0.64375    0.6        0.65625   ]; 0.6254681647940075; 0.6591760299625468; 0.8023952095808383; 0.9086357947434293; 0.9052369077306733; 0.9089775561097256; 0.5726495726495726; 0.5234375; 0.6214309802158273; 0.6513409961685824; 0.6115107913669064; 0.6612241456834532; 0.7959814528593508; 0.7709580838323353; 0.8023952095808383
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; 6; ica_diff; svdn; 966; 322; 322; 0.6; 0.2; 0.2; [0.67525773 0.6443299  0.72164948 0.61979167 0.609375  ]; 0.6459627329192547; 0.6304347826086957; 0.8490683229813665; 0.9896694214876034; 0.9917184265010351; 0.9896480331262939; 0.6274509803921567; 0.5853658536585366; 0.6471133065761038; 0.6315789473684209; 0.5964912280701754; 0.6326827001278029; 0.8478396994364433; 0.8276283618581907; 0.8494202415351559
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.66470588 0.63529412 0.7        0.57647059 0.67261905]; 0.5921985815602837; 0.599290780141844; 0.8215297450424929; 0.9719626168224299; 0.9811320754716981; 0.9716981132075472; 0.6020761245674741; 0.6304347826086957; 0.5929951690821257; 0.6062717770034843; 0.6214285714285714; 0.599446680080483; 0.8240223463687151; 0.8404558404558404; 0.8216363709321456
svm_model_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; 6; ica_diff; svdne; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.87362637 0.92307692 0.87362637 0.85714286 0.88333333]; 0.8377483443708609; 0.8112582781456954; 0.9021164021164021; 0.953229398663697; 0.9427312775330396; 0.9537444933920703; 0.8382838283828383; 0.8943661971830986; 0.8409330985915492; 0.8277945619335347; 0.8726114649681529; 0.8087195255875246; 0.9033942558746736; 0.9189907038512616; 0.902183098961204
ensemble_model_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; 6; ica_diff; svdne; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.96153846 0.97252747 0.95       0.92777778 0.95      ]; 0.813953488372093; 0.8305647840531561; 0.9209827357237715; 0.9865470852017937; 0.9734513274336283; 0.9867256637168141; 0.825; 0.9041095890410958; 0.816570923552806; 0.8421052631578948; 0.8774193548387097; 0.8291206363234644; 0.9224755700325734; 0.9402390438247012; 0.9209827357237715
ensemble_model_v2_N40_B130_E170_nb_zones_6_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 952; 317; 317; 0.6002522068095839; 0.19987389659520807; 0.19987389659520807; [0.94791667 0.95789474 0.94736842 0.95263158 0.90526316]; 0.8548895899053628; 0.8138801261829653; 0.9192938209331651; 0.9758656873032527; 0.976890756302521; 0.9758403361344538; 0.8622754491017963; 0.8888888888888888; 0.8541218637992831; 0.794425087108014; 0.8321167883211679; 0.816058394160584; 0.9186785260482846; 0.9329032258064516; 0.9195958792410802
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; 8; ica_diff; svd; 1136; 378; 378; 0.6004228329809725; 0.19978858350951373; 0.19978858350951373; [0.85964912 0.86403509 0.80263158 0.87168142 0.80973451]; 0.8492063492063492; 0.843915343915344; 0.8435517970401691; 0.8426573426573426; 0.8485915492957746; 0.8415492957746479; 0.8298507462686567; 0.7853107344632768; 0.8453916856395987; 0.8356545961002786; 0.8021390374331551; 0.8434778956799284; 0.8389553862894451; 0.8272532188841202; 0.8433141094420601
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; 8; ica_diff; svd; 1158; 386; 386; 0.6; 0.2; 0.2; [0.85344828 0.87068966 0.87931034 0.82327586 0.86086957]; 0.8652849740932642; 0.8911917098445595; 0.9233160621761658; 0.953528399311532; 0.9568221070811744; 0.9533678756476683; 0.8812785388127853; 0.9323671497584541; 0.860038323482579; 0.8934010152284263; 0.9361702127659575; 0.892327530625403; 0.9257773319959879; 0.9476386036960985; 0.9230870842748274
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 1308; 436; 436; 0.6; 0.2; 0.2; [0.90076336 0.92748092 0.88549618 0.92366412 0.91153846]; 0.8623853211009175; 0.8761467889908257; 0.9252293577981652; 0.9625668449197861; 0.963302752293578; 0.9625382262996942; 0.8666666666666667; 0.8666666666666667; 0.8622432859399684; 0.8732394366197183; 0.8493150684931506; 0.8762704374723818; 0.9254004576659038; 0.9207650273224044; 0.9252623657868954
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; 8; ica_diff; svdn; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [0.6744186  0.6124031  0.6627907  0.60546875 0.6484375 ]; 0.6892523364485982; 0.6074766355140186; 0.8011204481792717; 0.9033255993812839; 0.9082426127527217; 0.9027993779160186; 0.6795180722891565; 0.6714285714285714; 0.6889252948885976; 0.611111111111111; 0.6; 0.6076923076923078; 0.8009345794392523; 0.798695246971109; 0.8011249855061345
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; 8; ica_diff; svdn; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.69421488 0.62916667 0.69166667 0.7        0.64166667]; 0.595; 0.635; 0.8306693306693307; 0.974188176519567; 0.9733777038269551; 0.9742096505823628; 0.6232558139534884; 0.6767676767676768; 0.5958095809580959; 0.6711711711711712; 0.7376237623762376; 0.6339633963396339; 0.8366265060240965; 0.8671328671328671; 0.8306693306693306
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.61206897 0.59482759 0.61206897 0.61206897 0.6173913 ]; 0.6139896373056994; 0.582901554404145; 0.8217616580310881; 0.9708404802744425; 0.9775474956822107; 0.9706390328151986; 0.6510538641686183; 0.7354497354497355; 0.6164558321918728; 0.6332574031890661; 0.7055837563451777; 0.5803051056858164; 0.8307086614173228; 0.8746113989637305; 0.821761658031088
svm_model_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; 8; ica_diff; svdne; 1044; 348; 348; 0.6; 0.2; 0.2; [0.9        0.92380952 0.91826923 0.91346154 0.95192308]; 0.8620689655172413; 0.8477011494252874; 0.9120689655172414; 0.951310861423221; 0.9731800766283525; 0.9501915708812262; 0.8628571428571429; 0.867816091954023; 0.8620689655172413; 0.8348909657320872; 0.8271604938271605; 0.8463759458383114; 0.9120184013801035; 0.9242424242424242; 0.9122345908060194
ensemble_model_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; 8; ica_diff; svdne; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.88288288 0.85585586 0.86936937 0.86936937 0.88181818]; 0.8753387533875339; 0.8590785907859079; 0.90465872156013; 0.9290909090909091; 0.9223826714801444; 0.9296028880866426; 0.8770053475935828; 0.8541666666666666; 0.8762358757062148; 0.8539325842696629; 0.8888888888888888; 0.8611111111111112; 0.9038251366120218; 0.9018538713195202; 0.9046406062733231
ensemble_model_v2_N40_B130_E170_nb_zones_8_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 1244; 414; 414; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.86       0.908      0.91129032 0.91935484 0.86290323]; 0.8647342995169082; 0.8864734299516909; 0.9276061776061776; 0.962309542902967; 0.9646302250803859; 0.962218649517685; 0.8672985781990521; 0.8755980861244019; 0.8646283113548839; 0.8894117647058823; 0.8669724770642202; 0.8875678711851713; 0.9283667621776504; 0.9265967588179218; 0.9276190050199091
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; 10; ica_diff; svd; 1518; 506; 506; 0.6; 0.2; 0.2; [0.86842105 0.90789474 0.83552632 0.87828947 0.84437086]; 0.8648018648018648; 0.8508158508158508; 0.8632154882154882; 0.866006600660066; 0.8642951251646904; 0.8662714097496707; 0.8722466960352423; 0.9339622641509434; 0.8655986435962091; 0.8614718614718614; 0.9170506912442397; 0.850034779584384; 0.8663101604278074; 0.8863636363636364; 0.8632154882154882
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; 10; ica_diff; svd; 1398; 466; 466; 0.6; 0.2; 0.2; [0.90714286 0.86071429 0.87857143 0.875      0.89208633]; 0.8433476394849786; 0.869098712446352; 0.907725321888412; 0.9431578947368422; 0.9613733905579399; 0.9420600858369098; 0.8554455445544554; 0.935064935064935; 0.8441282122133185; 0.8787276341948309; 0.9444444444444444; 0.8687739463601534; 0.9116317303740239; 0.9527491408934707; 0.9077639357983649
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 1582; 527; 527; 0.6001517450682853; 0.19992412746585736; 0.19992412746585736; [0.88679245 0.90822785 0.91139241 0.88924051 0.90822785]; 0.8060453400503779; 0.8589420654911839; 0.9179292929292929; 0.960858585858586; 0.9620733249051833; 0.9608091024020228; 0.8117359413202935; 0.8877005347593583; 0.810516934046346; 0.8761061946902655; 0.9428571428571428; 0.8537815126050419; 0.9202453987730062; 0.946969696969697; 0.9179292929292928
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; 10; ica_diff; svdn; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.63380282 0.64788732 0.66901408 0.6584507  0.58156028]; 0.614406779661017; 0.6398305084745762; 0.7066045723962744; 0.7743216412971541; 0.8251057827926658; 0.7595204513399154; 0.65; 0.689795918367347; 0.6114177829722197; 0.6544715447154472; 0.7155555555555555; 0.6432028789923526; 0.7253269916765755; 0.7760814249363868; 0.706722031149512
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; 10; ica_diff; svdn; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.65189873 0.61392405 0.66242038 0.6433121  0.66878981]; 0.685785536159601; 0.628428927680798; 0.8665824915824916; 0.9733163913595934; 0.9733163913595934; 0.9733163913595932; 0.657608695652174; 0.6505376344086021; 0.683408352088022; 0.6149870801033592; 0.5534883720930233; 0.6342710677669419; 0.8638900815800773; 0.8468013468013468; 0.8665824915824917
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 1418; 472; 472; 0.6003386960203217; 0.19983065198983913; 0.19983065198983913; [0.57394366 0.61971831 0.56690141 0.64084507 0.67021277]; 0.6122881355932204; 0.6334745762711864; 0.8327688399661304; 0.972822299651568; 0.9844851904090268; 0.9724964739069112; 0.6540642722117203; 0.7119341563786008; 0.6092421873596061; 0.6587771203155818; 0.7136752136752137; 0.6341485312073548; 0.8401456900040469; 0.8752107925801011; 0.8325883894873296
svm_model_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; 10; ica_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.87062937 0.91258741 0.91608392 0.87062937 0.87062937]; 0.8498942917547568; 0.8625792811839323; 0.8901515151515151; 0.9128919860627178; 0.916083916083916; 0.9125874125874125; 0.8553971486761711; 0.9210526315789473; 0.8523630504833511; 0.8702594810379242; 0.889795918367347; 0.8615646258503402; 0.892459826946848; 0.9116161616161617; 0.8901515151515154
ensemble_model_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; 10; ica_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.9295302  0.90878378 0.92905405 0.91891892 0.91891892]; 0.8210290827740492; 0.8232662192393736; 0.8939393939393939; 0.937875751503006; 0.9473684210526315; 0.9372469635627529; 0.8367346938775511; 0.9534883720930233; 0.8258821170809943; 0.8477842003853564; 0.9482758620689655; 0.8183239775461106; 0.8994413407821229; 0.9486531986531986; 0.8939393939393938
ensemble_model_v2_N40_B130_E170_nb_zones_10_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.89655172 0.92068966 0.88275862 0.91034483 0.92068966]; 0.8509719222462203; 0.816414686825054; 0.9023569023569024; 0.9467213114754099; 0.9558620689655173; 0.9462068965517242; 0.8611670020120724; 0.9469026548672567; 0.8531981628766663; 0.8349514563106797; 0.9071729957805907; 0.8142059669168441; 0.9063004846526654; 0.9444444444444444; 0.9023569023569024
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; 12; ica_diff; svd; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.89502762 0.90055249 0.87845304 0.86740331 0.88674033]; 0.8374558303886925; 0.8127208480565371; 0.8707912457912458; 0.8868335146898803; 0.9005524861878453; 0.8850828729281768; 0.8333333333333333; 0.8156028368794326; 0.8373788832284487; 0.8153310104529616; 0.823943661971831; 0.8126810508440715; 0.8721366097459392; 0.8813131313131313; 0.8707912457912458
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; 12; ica_diff; svd; 1740; 580; 580; 0.6; 0.2; 0.2; [0.91954023 0.88505747 0.90517241 0.90517241 0.87643678]; 0.8301886792452831; 0.7955974842767296; 0.906986531986532; 0.9425675675675675; 0.9620689655172414; 0.9413793103448276; 0.8392857142857142; 0.88125; 0.8298655063291139; 0.8082595870206489; 0.8670886075949367; 0.7960443037974684; 0.9098327213382293; 0.9385521885521886; 0.906986531986532
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svd; 40; 130; 170; zones; ica_diff; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.87569061 0.89722222 0.925      0.9        0.93055556]; 0.8118466898954704; 0.8257839721254355; 0.9179292929292929; 0.9499725123694338; 0.9589345172031076; 0.9495005549389567; 0.8392857142857143; 0.9591836734693877; 0.8081632653061225; 0.845679012345679; 0.9785714285714285; 0.829421768707483; 0.9213392496974586; 0.9612794612794613; 0.9179292929292929
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; 12; ica_diff; svdn; 1848; 616; 616; 0.6; 0.2; 0.2; [0.63783784 0.65405405 0.69189189 0.62162162 0.57336957]; 0.6363636363636364; 0.6515151515151515; 0.8438552188552189; 0.9026077700904737; 0.9177489177489178; 0.900974025974026; 0.6129032258064516; 0.59375; 0.6351102941176471; 0.640625; 0.6029411764705882; 0.6530330882352942; 0.8443138900545532; 0.8468013468013468; 0.8438552188552189
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; 12; ica_diff; svdn; 1784; 594; 594; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.59497207 0.63687151 0.65730337 0.65730337 0.69101124]; 0.6554054054054054; 0.6621621621621622; 0.9048821548821548; 0.9866369710467706; 0.9932735426008968; 0.9865470852017938; 0.6382978723404255; 0.6122448979591837; 0.6551157375701958; 0.6350364963503649; 0.5838926174496645; 0.66269460804456; 0.9039115646258503; 0.8947811447811448; 0.904882154882155
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svdn; 40; 130; 170; zones; ica_diff; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.59444444 0.59166667 0.59722222 0.63333333 0.60893855]; 0.5743944636678201; 0.5847750865051903; 0.859006734006734; 0.949671772428884; 0.9655172413793104; 0.9488320355951058; 0.6283987915407854; 0.7222222222222222; 0.574904214559387; 0.6407185628742516; 0.7379310344827587; 0.5842432950191572; 0.8656237464901725; 0.9082491582491582; 0.859006734006734
svm_model_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; 12; ica_diff; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.92937853 0.9180791  0.875      0.95170455 0.94886364]; 0.8104575163398693; 0.7810457516339869; 0.9031986531986532; 0.9405772495755518; 0.9421768707482994; 0.9404761904761905; 0.8304093567251463; 0.9403973509933775; 0.8121341593676564; 0.814404432132964; 0.9483870967741935; 0.7788293099765007; 0.9068825910931175; 0.9427609427609428; 0.9031986531986533
ensemble_model_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; 12; ica_diff; svdne; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.9027027  0.90810811 0.91081081 0.89402174 0.88586957]; 0.879245283018868; 0.879245283018868; 0.9297138047138047; 0.9444743935309973; 0.9490790899241603; 0.9442036836403034; 0.8848920863309353; 0.9534883720930233; 0.881155950752394; 0.8865248226950354; 0.9191176470588235; 0.8781634746922024; 0.9308488612836439; 0.9461279461279462; 0.9297138047138047
ensemble_model_v2_N40_B130_E170_nb_zones_12_ica_diff_svdne; 40; 130; 170; zones; ica_diff; svdne; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.86046512 0.89825581 0.84795322 0.88888889 0.88596491]; 0.9214501510574018; 0.9063444108761329; 0.9343434343434344; 0.9423412929528246; 0.9439906651108518; 0.9422403733955659; 0.9230769230769232; 0.9873417721518988; 0.9243067242262385; 0.9164420485175201; 0.9826589595375722; 0.9027218848320773; 0.9356966199505358; 0.9553872053872053; 0.9343434343434344
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; 4; ica_diff; svd; 682; 227; 227; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; [0.86956522 0.91176471 0.91176471 0.90441176 0.90441176]; 0.8722466960352423; 0.8414096916299559; 0.8829225352112676; 0.8963414634146342; 0.8621700879765396; 0.900293255131965; 0.8571428571428571; 0.8446601941747572; 0.8699107422486689; 0.8474576271186439; 0.819672131147541; 0.8431693989071039; 0.8785388127853881; 0.8498233215547704; 0.8828063976194903
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; 4; ica_diff; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.84745763 0.88135593 0.8220339  0.86440678 0.81355932]; 0.8622448979591837; 0.8724489795918368; 0.9073319755600815; 0.9316987740805605; 0.9016949152542373; 0.9338983050847458; 0.8708133971291866; 0.8666666666666667; 0.861904761904762; 0.8648648648648649; 0.8333333333333334; 0.8716666666666667; 0.905699481865285; 0.8810483870967742; 0.9076023828487986
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 524; 174; 174; 0.6009174311926605; 0.19954128440366972; 0.19954128440366972; [0.98113208 0.96226415 0.92307692 0.91346154 0.89423077]; 0.8563218390804598; 0.8160919540229885; 0.930045871559633; 0.9924242424242424; 1.0; 0.9923664122137404; 0.861878453038674; 0.9069767441860465; 0.8568974630021142; 0.8260869565217391; 0.8735632183908046; 0.8160919540229885; 0.9316909294512878; 0.9563218390804598; 0.930105999631763
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; 4; ica_diff; svdn; 624; 208; 208; 0.6; 0.2; 0.2; [0.53174603 0.6031746  0.62903226 0.66129032 0.62096774]; 0.5961538461538461; 0.625; 0.8096153846153846; 0.9432176656151421; 0.9583333333333334; 0.9423076923076924; 0.5625; 0.5454545454545454; 0.5938281901584653; 0.6020408163265306; 0.6082474226804123; 0.6239435311600261; 0.8062622309197651; 0.8110236220472441; 0.8096471493694867
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; 4; ica_diff; svdn; 660; 220; 220; 0.6; 0.2; 0.2; [0.59090909 0.62121212 0.56818182 0.64393939 0.56818182]; 0.5681818181818182; 0.5727272727272728; 0.8272727272727273; 0.9984825493171471; 0.996969696969697; 0.9984848484848485; 0.6303501945525293; 0.648; 0.5555789473684212; 0.5877192982456141; 0.6036036036036037; 0.5724440036366643; 0.833916083916084; 0.842756183745583; 0.8268088034832783
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 648; 216; 216; 0.6; 0.2; 0.2; [0.53076923 0.53076923 0.63076923 0.61538462 0.578125  ]; 0.5555555555555556; 0.5416666666666666; 0.8185185185185185; 0.9984591679506933; 1.0; 0.9984567901234568; 0.619047619047619; 0.75; 0.5625; 0.6055776892430279; 0.7102803738317757; 0.5432135814113007; 0.8298611111111113; 0.8934579439252337; 0.8192060361828003
svm_model_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; 4; ica_diff; svdne; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.90566038 0.93396226 0.99056604 0.9245283  0.94339623]; 0.875; 0.8636363636363636; 0.9115646258503401; 0.9398496240601504; 0.9433962264150944; 0.9396226415094341; 0.8705882352941177; 0.9024390243902439; 0.876751427088739; 0.8695652173913043; 0.9411764705882353; 0.8661926308985132; 0.9119638826185101; 0.9351851851851852; 0.912037037037037
ensemble_model_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; 4; ica_diff; svdne; 588; 196; 196; 0.6; 0.2; 0.2; [0.87288136 0.8559322  0.88135593 0.88983051 0.81034483]; 0.8928571428571429; 0.9030612244897959; 0.9; 0.9049180327868853; 0.9387755102040817; 0.9013605442176872; 0.8985507246376812; 0.9489795918367347; 0.8928571428571429; 0.9090909090909091; 0.9693877551020408; 0.9030612244897959; 0.9044834307992201; 0.9469387755102041; 0.9
ensemble_model_v2_N40_B160_E200_nb_zones_4_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.81896552 0.82758621 0.83333333 0.81578947 0.84210526]; 0.8586387434554974; 0.8638743455497382; 0.9205020920502092; 0.9608177172061328; 0.9825783972125436; 0.9599303135888501; 0.8571428571428572; 0.9204545454545454; 0.863139894086496; 0.8571428571428571; 0.8478260869565217; 0.8633069828722003; 0.9206680584551149; 0.9443254817987152; 0.9210379965230795
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; 6; ica_diff; svd; 800; 266; 266; 0.6006006006006006; 0.1996996996996997; 0.1996996996996997; [0.925   0.93125 0.91875 0.91875 0.93125]; 0.8609022556390977; 0.8157894736842105; 0.8911411411411412; 0.9281364190012181; 0.9525; 0.9262500000000001; 0.8683274021352313; 0.9172932330827067; 0.8609022556390978; 0.8205128205128205; 0.8421052631578947; 0.8157894736842104; 0.8945454545454545; 0.9234234234234234; 0.8911411411411412
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; 6; ica_diff; svd; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.92934783 0.93478261 0.94021739 0.89010989 0.95054945]; 0.8524590163934426; 0.8360655737704918; 0.9148099606815203; 0.962080173347779; 0.9694323144104804; 0.9617903930131003; 0.8606811145510835; 0.9084967320261438; 0.8522746818025455; 0.8407643312101911; 0.88; 0.8367741935483871; 0.9166666666666667; 0.9395532194480947; 0.9148746489397336
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.81034483 0.79885057 0.82758621 0.81976744 0.80232558]; 0.8854166666666666; 0.8611111111111112; 0.9285714285714286; 0.965675057208238; 0.9745958429561201; 0.9653579676674364; 0.8925081433224756; 0.8726114649681529; 0.8866874118733893; 0.8529411764705883; 0.7891156462585034; 0.8626429295122304; 0.9291121816930489; 0.9158751696065129; 0.9288595706188594
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; 6; ica_diff; svdn; 776; 258; 258; 0.6006191950464397; 0.1996904024767802; 0.1996904024767802; [0.62820513 0.62820513 0.62179487 0.64285714 0.5974026 ]; 0.6434108527131783; 0.6007751937984496; 0.8490712074303406; 1.0; 1.0; 1.0; 0.6737588652482269; 0.7307692307692307; 0.6427283653846154; 0.6281588447653429; 0.6692307692307692; 0.6002403846153845; 0.853932584269663; 0.8796296296296297; 0.8489763054980447
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; 6; ica_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.64204545 0.5862069  0.66091954 0.58045977 0.71264368]; 0.603448275862069; 0.5758620689655173; 0.8347107438016529; 0.9977064220183486; 0.9977064220183486; 0.9977064220183486; 0.5756457564575646; 0.5777777777777777; 0.6017921146953404; 0.6019417475728156; 0.6158940397350994; 0.5741340702272619; 0.8347107438016529; 0.8393351800554016; 0.8347360831783858
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.58522727 0.65517241 0.56321839 0.64367816 0.68390805]; 0.5655172413793104; 0.5241379310344828; 0.8133608815426997; 0.9919816723940436; 0.9931192660550459; 0.9919724770642202; 0.65; 0.8181818181818182; 0.5689548546691405; 0.6208791208791209; 0.7337662337662337; 0.5102654698242933; 0.8303068252974326; 0.9045020463847203; 0.8124735544858233
svm_model_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; 6; ica_diff; svdne; 816; 272; 272; 0.6; 0.2; 0.2; [0.90243902 0.90243902 0.8902439  0.9382716  0.91358025]; 0.8639705882352942; 0.8602941176470589; 0.9066176470588235; 0.9399538106235567; 0.9975490196078431; 0.9362745098039216; 0.8560311284046693; 0.8461538461538461; 0.8632177681473457; 0.8492063492063493; 0.8492063492063492; 0.8595346814524898; 0.9076363636363637; 0.9397590361445783; 0.9073795180722891
ensemble_model_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; 6; ica_diff; svdne; 774; 258; 258; 0.6; 0.2; 0.2; [0.83974359 0.87820513 0.87662338 0.90909091 0.85714286]; 0.8875968992248062; 0.8604651162790697; 0.9085271317829458; 0.932484076433121; 0.9457364341085271; 0.9315245478036175; 0.8913857677902621; 0.9083969465648855; 0.887269339424175; 0.8714285714285714; 0.8905109489051095; 0.8584786149484226; 0.9114114114114114; 0.9267175572519084; 0.9082406683897337
ensemble_model_v2_N40_B160_E200_nb_zones_6_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 808; 269; 269; 0.600297176820208; 0.199851411589896; 0.199851411589896; [0.95679012 0.91358025 0.89506173 0.94444444 0.90625   ]; 0.8401486988847584; 0.8104089219330854; 0.899702823179792; 0.9510155316606929; 0.9851485148514851; 0.9492574257425743; 0.8571428571428571; 0.9485294117647058; 0.8389263600176913; 0.8327868852459017; 0.927007299270073; 0.8082006193320062; 0.9064449064449065; 0.96602658788774; 0.8993062685328087
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; 8; ica_diff; svd; 1140; 380; 380; 0.6; 0.2; 0.2; [0.86403509 0.84210526 0.87719298 0.88596491 0.8377193 ]; 0.8184210526315789; 0.8342105263157895; 0.8442105263157895; 0.8514492753623188; 0.8245614035087719; 0.856140350877193; 0.8169761273209549; 0.8020833333333334; 0.8185948581560284; 0.8283378746594006; 0.8397790055248618; 0.8344623670840391; 0.8398268398268398; 0.8229056203605515; 0.8440546910580186
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; 8; ica_diff; svd; 1044; 348; 348; 0.6; 0.2; 0.2; [0.85714286 0.83333333 0.85576923 0.86057692 0.87980769]; 0.8850574712643678; 0.8850574712643678; 0.9229885057471264; 0.9501845018450185; 0.9865900383141762; 0.9482758620689656; 0.8901098901098902; 0.8804347826086957; 0.8853393425238602; 0.8882681564245811; 0.9034090909090909; 0.8848440803382663; 0.9258028792912514; 0.9478458049886621; 0.9226408512122798
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.88016529 0.8625     0.91666667 0.9125     0.89583333]; 0.8525; 0.835; 0.9050949050949051; 0.9452401010951981; 0.9334442595673876; 0.9459234608985025; 0.8685968819599109; 0.9375; 0.8489583333333333; 0.8506787330316741; 0.9543147208121827; 0.8367632717361406; 0.9085659287776707; 0.9383697813121272; 0.9049278625436137
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; 8; ica_diff; svdn; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.6640625  0.58984375 0.58203125 0.62598425 0.62598425]; 0.6376470588235295; 0.6470588235294118; 0.7408278457196613; 0.8195763330898465; 0.8793103448275862; 0.8064263322884013; 0.6484018264840182; 0.6995073891625616; 0.6402942351218214; 0.6753246753246753; 0.7222222222222222; 0.6458001063264222; 0.75716174526223; 0.8126773888363292; 0.7412311172432348
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; 8; ica_diff; svdn; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.65289256 0.64583333 0.6375     0.65       0.62083333]; 0.6325; 0.5575; 0.8356643356643356; 0.995850622406639; 0.9983361064891847; 0.9958402662229617; 0.6121372031662269; 0.5829145728643216; 0.6322533063326583; 0.5607940446650125; 0.5432692307692307; 0.5580929487179488; 0.8344237544036235; 0.8224206349206349; 0.8357576011625307
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 1290; 430; 430; 0.6; 0.2; 0.2; [0.53488372 0.58139535 0.57364341 0.58139535 0.58914729]; 0.5976744186046512; 0.5813953488372093; 0.8232558139534883; 0.9792785878741365; 0.9891472868217054; 0.9790697674418604; 0.6326963906581742; 0.7303921568627451; 0.6041341315287176; 0.6052631578947368; 0.6272727272727273; 0.5803030303030303; 0.8295964125560539; 0.8652946679139383; 0.8234891470929544
svm_model_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; 8; ica_diff; svdne; 1218; 406; 406; 0.6; 0.2; 0.2; [0.86885246 0.82377049 0.92622951 0.88934426 0.88842975]; 0.874384236453202; 0.8719211822660099; 0.8886699507389163; 0.9033778476040848; 0.9441707717569786; 0.8990147783251231; 0.870886075949367; 0.8557213930348259; 0.8742021599320472; 0.8693467336683418; 0.8606965174129353; 0.8718116733406139; 0.8906098741529526; 0.9099901088031652; 0.8887536412514354
ensemble_model_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; 8; ica_diff; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.95338983 0.93220339 0.91101695 0.94491525 0.92307692]; 0.8520408163265306; 0.8545918367346939; 0.9148827726809379; 0.957377049180328; 0.9915110356536503; 0.9558573853989814; 0.8512820512820513; 0.8736842105263158; 0.8526836894215737; 0.8658823529411763; 0.8761904761904762; 0.8529304029304028; 0.9179361179361181; 0.9443882709807887; 0.914640178655862
ensemble_model_v2_N40_B160_E200_nb_zones_8_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.82627119 0.83050847 0.86864407 0.87711864 0.85470085]; 0.8469387755102041; 0.8545918367346939; 0.8970438328236493; 0.9303849303849303; 0.9643463497453311; 0.9278438030560271; 0.855072463768116; 0.946524064171123; 0.8513108125733664; 0.8701594533029613; 0.9138755980861244; 0.8503804219938819; 0.9026036644165862; 0.950253807106599; 0.8968259823659913
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; 10; ica_diff; svd; 1542; 514; 514; 0.6; 0.2; 0.2; [0.87419355 0.84415584 0.8961039  0.86038961 0.8474026 ]; 0.815347721822542; 0.815347721822542; 0.8476430976430976; 0.8664955070603337; 0.8754863813229572; 0.8651102464332036; 0.8089330024813897; 0.7874396135265701; 0.8151483781918564; 0.8144578313253011; 0.8047619047619048; 0.8154244306418219; 0.8476430976430976; 0.8476430976430976; 0.8476430976430978
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; 10; ica_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.85517241 0.83103448 0.82413793 0.87241379 0.82068966]; 0.8833693304535637; 0.8920086393088553; 0.9158249158249159; 0.9350473612990529; 0.953103448275862; 0.9337931034482758; 0.8783783783783784; 0.8628318584070797; 0.8828927224524848; 0.8927038626609443; 0.8776371308016878; 0.8923583884096934; 0.916247906197655; 0.9208754208754208; 0.9158249158249159
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.88961039 0.88636364 0.88562092 0.90522876 0.87581699]; 0.8788598574821853; 0.9049881235154394; 0.9212962962962963; 0.9383033419023136; 0.9517601043024772; 0.9374185136897001; 0.8930817610062892; 0.9551569506726457; 0.8740431218009692; 0.90521327014218; 0.9646464646464646; 0.9083322009330977; 0.9238289205702647; 0.9545454545454546; 0.9212962962962964
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; 10; ica_diff; svdn; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.69594595 0.63851351 0.64189189 0.62837838 0.67687075]; 0.6124721603563474; 0.6013363028953229; 0.7992424242424242; 0.920410783055199; 0.9702300405953992; 0.9161028416779432; 0.6614785992217899; 0.7203389830508474; 0.6066483647648603; 0.6199575371549895; 0.6854460093896714; 0.6054348691016154; 0.8124262681871804; 0.8695286195286195; 0.7992424242424242
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; 10; ica_diff; svdn; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.64137931 0.61724138 0.66551724 0.64827586 0.67361111]; 0.6228448275862069; 0.6012931034482759; 0.8484848484848485; 1.0; 1.0; 1.0; 0.6520874751491054; 0.703862660944206; 0.6224941010348736; 0.6393762183235867; 0.70995670995671; 0.6017594708581833; 0.8538961038961039; 0.8855218855218855; 0.8484848484848484
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.62987013 0.57467532 0.58169935 0.61764706 0.59803922]; 0.5843230403800475; 0.5795724465558195; 0.8421717171717171; 0.9851708575112831; 0.9960886571056062; 0.985006518904824; 0.6548323471400396; 0.772093023255814; 0.5802212689094604; 0.640973630831643; 0.7669902912621359; 0.583495145631068; 0.852998823990592; 0.9158249158249159; 0.8421717171717171
svm_model_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; 10; ica_diff; svdne; 1566; 522; 522; 0.6; 0.2; 0.2; [0.84394904 0.87261146 0.8343949  0.83974359 0.86858974]; 0.8962962962962963; 0.8938271604938272; 0.8922558922558923; 0.8957952468007313; 0.9386973180076629; 0.8908045977011494; 0.8928571428571429; 0.8663366336633663; 0.8962225040238013; 0.8894601542416452; 0.8522167487684729; 0.8939301565624542; 0.8943022295623451; 0.9116161616161617; 0.8922558922558923
ensemble_model_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; 10; ica_diff; svdne; 1530; 510; 510; 0.6; 0.2; 0.2; [0.88562092 0.90849673 0.90522876 0.89542484 0.90522876]; 0.8557919621749409; 0.8321513002364066; 0.8981481481481481; 0.9289405684754521; 0.9398692810457516; 0.9281045751633987; 0.8578088578088577; 0.8975609756097561; 0.857037368538823; 0.8367816091954022; 0.8348623853211009; 0.832065339002014; 0.8996683250414594; 0.9132996632996633; 0.8981481481481481
ensemble_model_v2_N40_B160_E200_nb_zones_10_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 1492; 497; 497; 0.6001609010458568; 0.1999195494770716; 0.1999195494770716; [0.84       0.85234899 0.8557047  0.82550336 0.81208054]; 0.9321266968325792; 0.9230769230769231; 0.9120370370370371; 0.9052906596995428; 0.9289544235924933; 0.9028150134048257; 0.9318181818181818; 0.9151785714285714; 0.9323599279161205; 0.9205607476635514; 0.9036697247706422; 0.9228170052424639; 0.9128803668195081; 0.9217171717171717; 0.9120370370370371
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; 12; ica_diff; svd; 1800; 600; 600; 0.6; 0.2; 0.2; [0.84166667 0.84166667 0.80833333 0.86111111 0.84722222]; 0.8263888888888888; 0.8125; 0.8358585858585859; 0.8412874583795782; 0.8422222222222222; 0.841111111111111; 0.8161764705882353; 0.7655172413793103; 0.8268145647455992; 0.7985074626865671; 0.7482517482517482; 0.8120569086086328; 0.8334756618274979; 0.8215488215488216; 0.8358585858585859
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; 12; ica_diff; svd; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.90168539 0.83707865 0.84463277 0.85875706 0.90112994]; 0.9003322259136213; 0.893687707641196; 0.938973063973064; 0.9545703338806787; 0.9830890642615558; 0.9532130777903043; 0.8993288590604027; 0.9370629370629371; 0.9020757723289369; 0.8974358974358974; 0.8860759493670886; 0.8940869257324953; 0.940500615510874; 0.9646464646464646; 0.9389730639730639
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svd; 40; 160; 200; zones; ica_diff; svd; 1746; 582; 582; 0.6; 0.2; 0.2; [0.85714286 0.86857143 0.85714286 0.81896552 0.88793103]; 0.9142857142857143; 0.8888888888888888; 0.9318181818181818; 0.9443207126948775; 0.9713631156930126; 0.9427262313860252; 0.9158878504672897; 0.8963414634146342; 0.9150581489258602; 0.8837209302325582; 0.8807947019867549; 0.8885680827006944; 0.9330024813895782; 0.9494949494949495; 0.9318181818181818
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; 12; ica_diff; svdn; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.6010929  0.60382514 0.66939891 0.66483516 0.63736264]; 0.5927272727272728; 0.6436363636363637; 0.8556397306397306; 0.9292176689728578; 0.9561883899233297; 0.9271631982475355; 0.5912408759124088; 0.6090225563909775; 0.593243672561686; 0.6689189189189189; 0.6971830985915493; 0.6418246320025416; 0.8599428338097183; 0.8863636363636364; 0.8556397306397306
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; 12; ica_diff; svdn; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.63858696 0.69565217 0.60326087 0.62771739 0.61141304]; 0.5932835820895522; 0.6231343283582089; 0.9086700336700336; 0.9962100703844071; 1.0; 0.996195652173913; 0.5657370517928287; 0.568; 0.5916923076923077; 0.6480836236933798; 0.6503496503496503; 0.6211748251748253; 0.9090146750524108; 0.9124579124579124; 0.9086700336700336
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svdn; 40; 160; 200; zones; ica_diff; svdn; 1804; 601; 601; 0.6001330671989354; 0.19993346640053228; 0.19993346640053228; [0.57734807 0.61878453 0.61111111 0.64444444 0.60277778]; 0.5559440559440559; 0.5664335664335665; 0.8817340067340067; 0.9834619625137816; 0.9889135254988913; 0.9833702882483369; 0.5780730897009967; 0.6304347826086957; 0.5584606345475911; 0.6; 0.6283783783783784; 0.5641891891891893; 0.8841237113402062; 0.9023569023569024; 0.8817340067340067
svm_model_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; 12; ica_diff; svdne; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.90833333 0.89385475 0.90223464 0.88268156 0.90782123]; 0.8527397260273972; 0.7671232876712328; 0.8947811447811448; 0.9232468249585863; 0.9330357142857143; 0.9224330357142858; 0.8599348534201954; 0.9166666666666666; 0.8536036036036035; 0.7939393939393938; 0.8851351351351351; 0.7654842342342341; 0.8978758169934641; 0.9250841750841751; 0.8947811447811449
ensemble_model_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; 12; ica_diff; svdne; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.85082873 0.85277778 0.88333333 0.88611111 0.87222222]; 0.8850174216027874; 0.9128919860627178; 0.9086700336700336; 0.9135399673735726; 0.9322974472807991; 0.911764705882353; 0.88659793814433; 0.9416058394160584; 0.887469586374696; 0.9211356466876972; 0.9733333333333334; 0.9100243309002434; 0.9113199836534532; 0.9385521885521886; 0.9086700336700336
ensemble_model_v2_N40_B160_E200_nb_zones_12_ica_diff_svdne; 40; 160; 200; zones; ica_diff; svdne; 1704; 568; 568; 0.6; 0.2; 0.2; [0.88011696 0.86842105 0.86764706 0.87058824 0.85588235]; 0.8988095238095238; 0.8988095238095238; 0.9116161616161617; 0.919134396355353; 0.9471830985915493; 0.9166666666666666; 0.9022988505747126; 0.9631901840490797; 0.9006702365332103; 0.907103825136612; 0.9595375722543352; 0.896946700237597; 0.9149797570850202; 0.9511784511784511; 0.9116161616161617
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; 4; svd_trunc_diff; svd; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [1. 1. 1. 1. 1.]; 0.6376811594202898; 0.6714975845410628; 0.861969111969112; 1.0; 1.0; 1.0; 0.708171206225681; 0.9680851063829787; 0.6654584823950291; 0.7404580152671756; 0.9603960396039604; 0.6783112273491501; 0.8746713409290097; 0.9861660079051383; 0.8647811171601163
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; 4; svd_trunc_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [1.         1.         1.         0.99107143 1.        ]; 0.7795698924731183; 0.8064516129032258; 0.9172043010752688; 1.0; 1.0; 1.0; 0.8161434977578476; 0.978494623655914; 0.7795698924731183; 0.8434782608695651; 0.9797979797979798; 0.7944966910484151; 0.923837784371909; 0.9915074309978769; 0.9162330183311824
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 662; 220; 220; 0.6007259528130672; 0.1996370235934664; 0.1996370235934664; [1.         0.98484848 0.98484848 1.         0.99242424]; 0.7954545454545454; 0.8; 0.9192377495462795; 1.0; 1.0; 1.0; 0.8148148148148149; 0.9; 0.7954545454545454; 0.8267716535433071; 0.9051724137931034; 0.7939323607427056; 0.9232096635030199; 0.9605026929982047; 0.9187834565908454
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; 4; svd_trunc_diff; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.87931034 0.89655172 0.87068966 0.81578947 0.8245614 ]; 0.5416666666666666; 0.5885416666666666; 0.8260416666666667; 1.0; 1.0; 1.0; 0.5686274509803921; 0.5918367346938775; 0.5405992184107685; 0.6030150753768844; 0.6451612903225806; 0.590257412838058; 0.829417773237998; 0.8475991649269311; 0.8260864847503678
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; 4; svd_trunc_diff; svdn; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.86363636 0.84615385 0.82307692 0.83846154 0.88461538]; 0.5299539170506913; 0.5529953917050692; 0.8121546961325967; 0.9923896499238966; 1.0; 0.9923312883435582; 0.6304347826086956; 0.8207547169811321; 0.5365034846166922; 0.6596491228070176; 0.8952380952380953; 0.5636904761904762; 0.832512315270936; 0.9441340782122905; 0.813597093750954
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.91818182 0.91818182 0.9        0.90909091 0.87962963]; 0.6043956043956044; 0.4945054945054945; 0.8201754385964912; 1.0; 1.0; 1.0; 0.6949152542372882; 0.780952380952381; 0.5722943722943723; 0.5855855855855856; 0.6914893617021277; 0.4877901353965184; 0.8369781312127236; 0.8900634249471459; 0.8174690701045525
svm_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; 4; svd_trunc_diff; svdne; 472; 157; 157; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.98958333 1.         1.         1.         1.        ]; 0.5859872611464968; 0.6305732484076433; 0.8435114503816794; 1.0; 1.0; 1.0; 0.6408839779005524; 0.7341772151898734; 0.5850373255436546; 0.6463414634146342; 0.6973684210526315; 0.6326348278102665; 0.8494492044063647; 0.887468030690537; 0.8437340153452685
ensemble_model_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; 4; svd_trunc_diff; svdne; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.99193548 1.         1.         1.         0.98360656]; 0.6911764705882353; 0.7107843137254902; 0.8806262230919765; 1.0; 1.0; 1.0; 0.754863813229572; 0.8899082568807339; 0.6765330758087881; 0.7467811158798283; 0.9157894736842105; 0.7239497827136647; 0.8894927536231884; 0.9608610567514677; 0.8806262230919766
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 482; 160; 160; 0.600997506234414; 0.19950124688279303; 0.19950124688279303; [1.         0.98958333 0.98958333 1.         0.96875   ]; 0.7; 0.7375; 0.8877805486284289; 1.0; 1.0; 1.0; 0.7692307692307692; 0.9195402298850575; 0.6789481971343095; 0.7878787878787878; 0.9629629629629629; 0.7346460384435067; 0.8986486486486487; 0.9755501222493888; 0.8859938906412337
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; 6; svd_trunc_diff; svd; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [1.         1.         1.         0.99411765 1.        ]; 0.6421052631578947; 0.6596491228070176; 0.8604488078541375; 1.0; 1.0; 1.0; 0.711864406779661; 0.9618320610687023; 0.6659809655992862; 0.7454068241469817; 0.9659863945578231; 0.6496598639455782; 0.8749214330609679; 0.9858356940509915; 0.8616678470254958
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; 6; svd_trunc_diff; svd; 780; 260; 260; 0.6; 0.2; 0.2; [0.99358974 0.98076923 0.98717949 0.99358974 1.        ]; 0.7307692307692307; 0.7615384615384615; 0.8984615384615384; 1.0; 1.0; 1.0; 0.7635135135135135; 0.8968253968253969; 0.7357261312485193; 0.7876712328767124; 0.8984375; 0.7636126893939393; 0.9035087719298246; 0.9596273291925466; 0.899020981669444
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [1.         0.99425287 0.99425287 1.         1.        ]; 0.803448275862069; 0.8; 0.9207988980716253; 1.0; 1.0; 1.0; 0.8235294117647058; 0.8866666666666667; 0.8004761904761906; 0.8104575163398693; 0.8157894736842105; 0.7991990846681923; 0.9233844103930712; 0.9390243902439024; 0.920492587278814
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; 6; svd_trunc_diff; svdn; 908; 302; 302; 0.6005291005291006; 0.19973544973544974; 0.19973544973544974; [0.88461538 0.85714286 0.87912088 0.87912088 0.82777778]; 0.6423841059602649; 0.5529801324503312; 0.8062169312169312; 0.9478079331941546; 1.0; 0.9449339207048458; 0.7202072538860104; 0.8633540372670807; 0.6267124796264482; 0.6529562982005142; 0.8300653594771242; 0.5492608676580252; 0.830929024812464; 0.9375; 0.8040994623655913
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; 6; svd_trunc_diff; svdn; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.88636364 0.86206897 0.87931034 0.9137931  0.90229885]; 0.6379310344827587; 0.6482758620689655; 0.8367768595041323; 0.9665178571428572; 0.9931192660550459; 0.9655963302752293; 0.6808510638297872; 0.7133757961783439; 0.6311239883147358; 0.6382978723404256; 0.6976744186046512; 0.6531850353892822; 0.8427339084273391; 0.8795013850415513; 0.8370109664933785
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 878; 292; 292; 0.600547195622435; 0.1997264021887825; 0.1997264021887825; [0.88068182 0.89204545 0.89204545 0.90909091 0.90229885]; 0.6883561643835616; 0.6061643835616438; 0.8467852257181943; 0.9799107142857143; 1.0; 0.979498861047836; 0.7129337539432177; 0.7793103448275862; 0.6889749003049497; 0.6229508196721311; 0.6985294117647058; 0.6120852187028658; 0.8524374176548091; 0.8986111111111111; 0.8475535339922133
svm_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; 6; svd_trunc_diff; svdne; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [1.         1.         1.         0.99462366 1.        ]; 0.6967741935483871; 0.7064516129032258; 0.8807989690721649; 1.0; 1.0; 1.0; 0.7359550561797754; 0.8397435897435898; 0.6958458208458209; 0.7506849315068493; 0.8303030303030303; 0.6979101358411703; 0.8880822746521475; 0.9326556543837357; 0.8800533173879462
ensemble_model_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; 6; svd_trunc_diff; svdne; 936; 312; 312; 0.6; 0.2; 0.2; [0.97340426 0.99468085 0.99468085 0.98924731 0.98924731]; 0.7564102564102564; 0.8076923076923077; 0.9128205128205128; 1.0; 1.0; 1.0; 0.7888888888888891; 0.9466666666666667; 0.7634567901234568; 0.8214285714285715; 0.9324324324324325; 0.8137771918259722; 0.9166666666666667; 0.9765013054830287; 0.9139433479556202
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.99411765 0.97647059 0.99404762 0.9702381  0.98214286]; 0.7829181494661922; 0.7722419928825622; 0.9110953058321479; 1.0; 1.0; 1.0; 0.8025889967637541; 0.8732394366197183; 0.7819434593170533; 0.7762237762237761; 0.8809523809523809; 0.7824116743471581; 0.9131341209173037; 0.9521739130434783; 0.9118411464658732
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; 8; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.9875     1.         0.99159664 1.         1.        ]; 0.8211586901763224; 0.7858942065491183; 0.9214501510574018; 1.0; 1.0; 1.0; 0.8220551378446114; 0.8677248677248677; 0.8232855107855107; 0.8018648018648017; 0.8269230769230769; 0.7838319088319088; 0.9227722772277228; 0.9385699899295066; 0.9214501510574018
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; 8; svd_trunc_diff; svd; 1052; 350; 350; 0.6004566210045662; 0.1997716894977169; 0.1997716894977169; [0.97641509 0.99047619 1.         1.         0.98571429]; 0.8028571428571428; 0.8057142857142857; 0.920662100456621; 0.9981024667931689; 1.0; 0.9980988593155893; 0.823529411764706; 0.936046511627907; 0.8051019074993466; 0.8172043010752688; 0.9325153374233128; 0.8138512515993569; 0.9235002751788662; 0.9744483159117305; 0.9215675922992996
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.97863248 0.97863248 0.97863248 0.98717949 0.98290598]; 0.7769230769230769; 0.7410256410256411; 0.9035897435897436; 1.0; 1.0; 1.0; 0.8160676532769557; 0.9554455445544554; 0.7702759637665895; 0.7855626326963907; 0.9840425531914894; 0.7494470191700022; 0.911069063386944; 0.9876923076923076; 0.9035897435897435
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; 8; svd_trunc_diff; svdn; 1228; 409; 409; 0.6001955034213099; 0.19990224828934505; 0.19990224828934505; [0.90243902 0.92682927 0.93902439 0.89837398 0.9057377 ]; 0.48166259168704156; 0.5232273838630807; 0.7756598240469208; 0.9592476489028212; 0.996742671009772; 0.9576547231270358; 0.6059479553903345; 0.8534031413612565; 0.504683222056775; 0.6596858638743456; 0.875; 0.5022668393782384; 0.8077084206116464; 0.9441723800195886; 0.7759886290341846
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; 8; svd_trunc_diff; svdn; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.84677419 0.87903226 0.84274194 0.83467742 0.85772358]; 0.6577669902912622; 0.6480582524271845; 0.8433559650824443; 0.9709803921568627; 1.0; 0.9701130856219708; 0.6817155756207675; 0.7122641509433962; 0.6561320754716982; 0.6572104018912529; 0.6881188118811881; 0.6488213107024989; 0.8491359177954227; 0.8799612778315585; 0.8432848177301622
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 1202; 400; 400; 0.6003996003996004; 0.1998001998001998; 0.1998001998001998; [0.88429752 0.91666667 0.8875     0.89166667 0.89166667]; 0.6575; 0.6575; 0.8516483516483516; 0.981101068200493; 0.9933444259567388; 0.980865224625624; 0.6806526806526806; 0.7487179487179487; 0.659724828017511; 0.6791569086651054; 0.7073170731707317; 0.6562226391494684; 0.8567293777134587; 0.8871128871128872; 0.8516483516483517
svm_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; 8; svd_trunc_diff; svdne; 1286; 428; 428; 0.6003734827264239; 0.19981325863678806; 0.19981325863678806; [0.99612403 0.99612403 1.         0.984375   0.9921875 ]; 0.6378504672897196; 0.6915887850467289; 0.8660130718954249; 1.0; 1.0; 1.0; 0.6990291262135923; 0.9137055837563451; 0.6581514931768739; 0.7667844522968198; 0.9194915254237288; 0.6654749293785311; 0.8787494719053655; 0.966542750929368; 0.8655415443202188
ensemble_model_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; 8; svd_trunc_diff; svdne; 1146; 382; 382; 0.6; 0.2; 0.2; [0.99130435 1.         0.9826087  0.99122807 0.98245614]; 0.7931937172774869; 0.8010471204188482; 0.918848167539267; 1.0; 1.0; 1.0; 0.8256070640176599; 0.958974358974359; 0.7896476072946662; 0.8333333333333333; 0.9743589743589743; 0.7973399149869739; 0.9245742092457421; 0.9865005192107996; 0.9182766587606269
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 1182; 394; 394; 0.6; 0.2; 0.2; [0.98739496 0.97457627 0.99576271 0.99152542 0.97881356]; 0.7741116751269036; 0.7969543147208121; 0.9137055837563451; 0.9991532599491956; 0.9983079526226735; 0.9991539763113367; 0.7999999999999999; 0.898989898989899; 0.7734745413316841; 0.8268398268398267; 0.9502487562189055; 0.7937772278503855; 0.9185823754789273; 0.9686868686868687; 0.9134250669964955
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; 10; svd_trunc_diff; svd; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [1.         0.99300699 1.         0.98951049 1.        ]; 0.7288135593220338; 0.722457627118644; 0.890993265993266; 1.0; 1.0; 1.0; 0.7664233576642335; 0.9375; 0.7389112903225806; 0.7798319327731092; 0.9354838709677419; 0.7110455069124424; 0.8994174757281553; 0.9747474747474747; 0.8909932659932659
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; 10; svd_trunc_diff; svd; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.98287671 0.99657534 0.98287671 0.9862069  0.97586207]; 0.9; 0.8717391304347826; 0.9558080808080808; 1.0; 1.0; 1.0; 0.903765690376569; 0.9432314410480349; 0.9001871490954462; 0.8817635270541081; 0.9523809523809523; 0.8713869827406945; 0.9568434032059187; 0.9797979797979798; 0.9558080808080808
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.99675325 0.99675325 0.99350649 0.99025974 0.98701299]; 0.7583732057416268; 0.8086124401913876; 0.9238215488215489; 1.0; 1.0; 1.0; 0.7827956989247312; 0.9285714285714286; 0.7683397683397684; 0.8373983739837398; 0.9279279279279279; 0.8006986578415151; 0.9275130156187426; 0.9747474747474747; 0.9238215488215487
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; 10; svd_trunc_diff; svdn; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.88636364 0.8961039  0.89869281 0.90849673 0.91176471]; 0.48693586698337293; 0.5558194774346793; 0.7967171717171717; 0.9503722084367247; 0.9986962190352021; 0.9478487614080835; 0.6210526315789473; 0.885; 0.5058484162895928; 0.6814310051107325; 0.9049773755656109; 0.5374886877828055; 0.8255687973997833; 0.9621212121212122; 0.7967171717171717
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; 10; svd_trunc_diff; svdn; 1584; 528; 528; 0.6; 0.2; 0.2; [0.90251572 0.90566038 0.90506329 0.90822785 0.90506329]; 0.6439393939393939; 0.6262626262626263; 0.86489898989899; 0.980173482032218; 0.9987373737373737; 0.9797979797979798; 0.7080745341614907; 0.868020304568528; 0.6450654286661736; 0.690376569037657; 0.8291457286432161; 0.6252327627987655; 0.8753398058252427; 0.9486531986531986; 0.8648989898989898
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.93150685 0.90753425 0.91034483 0.92413793 0.9       ]; 0.6702819956616052; 0.6442516268980477; 0.8665824915824916; 0.9993127147766323; 1.0; 0.9993122420907841; 0.7019607843137254; 0.7782608695652173; 0.6705157161678901; 0.6951672862453532; 0.8095238095238095; 0.6438923395445135; 0.8733519776268478; 0.92003367003367; 0.8665824915824916
svm_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; 10; svd_trunc_diff; svdne; 1594; 531; 531; 0.6001506024096386; 0.1999246987951807; 0.1999246987951807; [0.990625   0.9875     0.97798742 0.99056604 0.99371069]; 0.710997442455243; 0.690537084398977; 0.9010942760942761; 0.9993722536095417; 0.998745294855709; 0.9993726474278545; 0.6986666666666668; 0.7237569060773481; 0.7118784530386739; 0.7055961070559611; 0.6904761904761905; 0.6905419626414101; 0.9012189995796553; 0.9023569023569024; 0.9010942760942761
ensemble_model_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; 10; svd_trunc_diff; svdne; 1506; 502; 502; 0.6; 0.2; 0.2; [0.99006623 1.         0.98675497 0.99333333 0.95666667]; 0.7425287356321839; 0.7517241379310344; 0.9074074074074074; 1.0; 1.0; 1.0; 0.7829457364341085; 0.957345971563981; 0.748762271496276; 0.7923076923076924; 0.9196428571428571; 0.7465512863913338; 0.91345397324941; 0.9772727272727273; 0.9074074074074074
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 1470; 490; 490; 0.6; 0.2; 0.2; [0.98639456 0.98639456 0.98979592 0.98639456 0.9829932 ]; 0.8145695364238411; 0.7991169977924945; 0.9263468013468014; 1.0; 1.0; 1.0; 0.8320000000000001; 0.9497716894977168; 0.8189029387659524; 0.8273244781783681; 0.9316239316239316; 0.794579089099637; 0.9299158990788947; 0.9772727272727273; 0.9263468013468014
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; 12; svd_trunc_diff; svd; 1850; 616; 616; 0.600259571706684; 0.199870214146658; 0.199870214146658; [0.99459459 0.99459459 0.99459459 0.99189189 0.9972973 ]; 0.7718631178707225; 0.7718631178707225; 0.9494949494949495; 1.0; 1.0; 1.0; 0.813664596273292; 0.9776119402985075; 0.7678757375911143; 0.8051948051948052; 0.9612403100775194; 0.7753962744417449; 0.9516129032258064; 0.9932659932659933; 0.9494949494949495
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; 12; svd_trunc_diff; svd; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.98626374 0.98626374 0.99171271 0.99447514 0.97513812]; 0.8220640569395018; 0.8540925266903915; 0.9617003367003367; 1.0; 1.0; 1.0; 0.8344370860927153; 0.9264705882352942; 0.8253042596348885; 0.8722741433021807; 0.9655172413793104; 0.8504056795131847; 0.9626590069757899; 0.9873737373737373; 0.9617003367003367
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svd; 40; 0; 40; zones; svd_trunc_diff; svd; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.97727273 0.99431818 0.98295455 0.98863636 0.99431818]; 0.8051948051948052; 0.801948051948052; 0.9490740740740741; 1.0; 1.0; 1.0; 0.8245614035087719; 0.9276315789473685; 0.8067645074224021; 0.8291316526610645; 0.9487179487179487; 0.8000168690958165; 0.9507930052867019; 0.984006734006734; 0.9490740740740741
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; 12; svd_trunc_diff; svdn; 1716; 572; 572; 0.6; 0.2; 0.2; [0.93313953 0.91860465 0.86918605 0.90350877 0.92690058]; 0.5636363636363636; 0.5818181818181818; 0.8526936026936027; 0.9617547806524185; 0.9965034965034965; 0.9603729603729604; 0.6756756756756758; 0.9202453987730062; 0.5679071305242276; 0.6877828054298641; 0.9101796407185628; 0.5777892068623489; 0.8686186186186187; 0.9739057239057239; 0.8526936026936027
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; 12; svd_trunc_diff; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.86592179 0.86516854 0.85393258 0.88764045 0.88202247]; 0.6161616161616161; 0.5993265993265994; 0.8783670033670034; 0.9694989106753813; 0.9988776655443322; 0.9685746352413019; 0.6607142857142857; 0.7816901408450704; 0.6231031349386642; 0.6510263929618768; 0.7161290322580646; 0.5939800090867788; 0.8849980103461997; 0.936026936026936; 0.8783670033670034
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdn; 40; 0; 40; zones; svd_trunc_diff; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.89017341 0.88150289 0.90462428 0.90751445 0.9127907 ]; 0.6080246913580247; 0.5925925925925926; 0.8716329966329966; 0.973922902494331; 0.9942129629629629; 0.9733796296296295; 0.6832917705735662; 0.8106508875739645; 0.5988738308837565; 0.6649746192893402; 0.8451612903225807; 0.6030540179423554; 0.8808128175068385; 0.9486531986531986; 0.8716329966329965
svm_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; 12; svd_trunc_diff; svdne; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.99707602 0.98538012 0.99122807 0.99122807 0.98235294]; 0.7425149700598802; 0.7724550898203593; 0.9318181818181818; 1.0; 1.0; 1.0; 0.7663043478260869; 0.8545454545454545; 0.7438407746100053; 0.805128205128205; 0.9289940828402367; 0.7705576474807243; 0.9343065693430657; 0.9696969696969697; 0.9318181818181819
ensemble_model_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; 12; svd_trunc_diff; svdne; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.99171271 0.98895028 0.98895028 0.99171271 0.99166667]; 0.8274647887323944; 0.823943661971831; 0.9558080808080808; 0.9966923925027563; 1.0; 0.9966814159292036; 0.8304498269896193; 0.8759124087591241; 0.8291126669645961; 0.8387096774193548; 0.8843537414965986; 0.8217389145439197; 0.9564857024450891; 0.9713804713804713; 0.9558080808080808
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_trunc_diff_svdne; 40; 0; 40; zones; svd_trunc_diff; svdne; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.98901099 0.98076923 0.99450549 0.98626374 0.98351648]; 0.7913669064748201; 0.8273381294964028; 0.95496632996633; 0.999450247388675; 0.9989010989010989; 0.9994505494505495; 0.8; 0.8169014084507042; 0.7908036454018227; 0.8285714285714286; 0.8529411764705882; 0.8278790389395195; 0.9552113855169527; 0.9604377104377104; 0.9549663299663299
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; 4; svd_trunc_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.98275862 0.95689655 1.         0.98275862 0.99122807]; 0.7864583333333334; 0.8020833333333334; 0.9158004158004158; 0.9965277777777778; 0.9930795847750865; 0.9965397923875432; 0.7960199004975124; 0.8888888888888888; 0.7924836601307188; 0.8303571428571429; 0.8942307692307693; 0.7937062937062936; 0.919080919080919; 0.9523809523809523; 0.9156476786956953
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; 4; svd_trunc_diff; svd; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.92982456 0.95535714 0.96428571 0.99107143 0.97321429]; 0.839572192513369; 0.8342245989304813; 0.9348290598290598; 1.0; 1.0; 1.0; 0.861111111111111; 0.9587628865979382; 0.8349369988545247; 0.8516746411483254; 0.9270833333333334; 0.8316735347985349; 0.9381965552178317; 0.9767932489451476; 0.9342840703600197
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 704; 234; 234; 0.6006825938566553; 0.19965870307167236; 0.19965870307167236; [0.97183099 0.97183099 0.94285714 0.97857143 0.96428571]; 0.7435897435897436; 0.7649572649572649; 0.8967576791808873; 0.9914040114613181; 0.9829545454545454; 0.9914772727272727; 0.7841726618705036; 0.9083333333333333; 0.7392543859649122; 0.8135593220338982; 0.9448818897637795; 0.748141879461329; 0.9047993705743508; 0.9599332220367279; 0.8953243771614705
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; 4; svd_trunc_diff; svdn; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.80833333 0.76666667 0.75833333 0.84745763 0.79661017]; 0.6616161616161617; 0.6919191919191919; 0.8215725806451613; 0.9220985691573926; 0.9731543624161074; 0.9177852348993288; 0.6699507389162562; 0.68; 0.6614285714285715; 0.6871794871794872; 0.6979166666666666; 0.692095588235294; 0.8276533592989288; 0.8603238866396761; 0.821728208380079
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; 4; svd_trunc_diff; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.77419355 0.74590164 0.74590164 0.81147541 0.73770492]; 0.6225490196078431; 0.6176470588235294; 0.7784313725490196; 0.894187779433681; 0.9803921568627451; 0.8839869281045751; 0.6857142857142857; 0.8076923076923077; 0.6188461538461538; 0.6608695652173913; 0.7238095238095238; 0.6144300144300143; 0.8027923211169284; 0.8932038834951457; 0.7772950110545035
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.73684211 0.78947368 0.79824561 0.76785714 0.82142857]; 0.6595744680851063; 0.6170212765957447; 0.8397027600849257; 0.9737302977232926; 0.9823321554770318; 0.9734982332155476; 0.6097560975609756; 0.5681818181818182; 0.6540909090909092; 0.5764705882352941; 0.5568181818181818; 0.6134090909090908; 0.8331491712707183; 0.8213507625272332; 0.8392468098350453
svm_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; 4; svd_trunc_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.99180328 0.98333333 1.         1.         1.        ]; 0.76; 0.71; 0.8942115768463074; 1.0; 1.0; 1.0; 0.7894736842105264; 0.8181818181818182; 0.7535353535353536; 0.721153846153846; 0.7731958762886598; 0.7118406565909317; 0.8978805394990366; 0.9173228346456693; 0.893884089387612
ensemble_model_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; 4; svd_trunc_diff; svdne; 518; 172; 172; 0.6009280742459396; 0.19953596287703015; 0.19953596287703015; [0.96153846 0.97115385 0.95192308 0.94230769 0.93137255]; 0.877906976744186; 0.872093023255814; 0.9373549883990719; 0.9783889980353633; 0.9613899613899614; 0.9787644787644788; 0.8955223880597014; 0.9375; 0.8700657894736841; 0.881720430107527; 0.9647058823529412; 0.87315753887762; 0.9397321428571428; 0.9568181818181818; 0.9369398965962947
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.97619048 0.94354839 0.93548387 0.93548387 0.99193548]; 0.8405797101449275; 0.8695652173913043; 0.9266409266409267; 0.9736842105263157; 0.9517684887459807; 0.9742765273311897; 0.8272251308900523; 0.79; 0.8389252336448598; 0.8682926829268292; 0.839622641509434; 0.8703063702596674; 0.9243027888446216; 0.8974854932301741; 0.9265847504686516
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; 6; svd_trunc_diff; svd; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.98850575 0.96551724 0.97701149 0.98255814 0.98255814]; 0.8506944444444444; 0.8645833333333334; 0.9431345353675451; 1.0; 1.0; 1.0; 0.8491228070175437; 0.8581560283687943; 0.8508467216673904; 0.8612099644128114; 0.8402777777777778; 0.8645833333333331; 0.9427374301675977; 0.9401114206128134; 0.9431220086489481
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; 6; svd_trunc_diff; svd; 872; 290; 290; 0.6005509641873278; 0.19972451790633608; 0.19972451790633608; [0.97727273 0.94827586 0.95402299 0.98850575 0.96551724]; 0.8482758620689655; 0.8310344827586207; 0.9325068870523416; 0.994246260069045; 0.9908256880733946; 0.9942660550458715; 0.8705882352941176; 0.9673202614379085; 0.8413243642955965; 0.8537313432835821; 0.9662162162162162; 0.8281785306433194; 0.9365284974093264; 0.9810040705563093; 0.9317607765368958
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 880; 293; 293; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.98295455 0.96022727 0.96022727 0.96590909 0.97159091]; 0.8703071672354948; 0.8498293515358362; 0.9406548431105047; 0.9942857142857142; 0.9886363636363636; 0.9943181818181819; 0.8895348837209303; 0.95625; 0.8615836466165414; 0.8698224852071006; 0.9735099337748344; 0.8459098964648819; 0.9441233140655106; 0.9786950732356857; 0.9396971869674932
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; 6; svd_trunc_diff; svdn; 996; 332; 332; 0.6; 0.2; 0.2; [0.76       0.8        0.75       0.75757576 0.75252525]; 0.6204819277108434; 0.6686746987951807; 0.7795180722891566; 0.8757170172084129; 0.9196787148594378; 0.8694779116465863; 0.6379310344827588; 0.6453488372093024; 0.6195494186046512; 0.6666666666666666; 0.7051282051282052; 0.6707459207459208; 0.7877030162412995; 0.8220338983050848; 0.7797219851237654
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; 6; svd_trunc_diff; svdn; 974; 324; 324; 0.6004932182490752; 0.1997533908754624; 0.1997533908754624; [0.75510204 0.78061224 0.74226804 0.74226804 0.77835052]; 0.6697530864197531; 0.6388888888888888; 0.8212083847102343; 0.9351669941060904; 0.9774127310061602; 0.9322381930184805; 0.6805970149253732; 0.7125; 0.6702743902439023; 0.6528189910979229; 0.6707317073170732; 0.6384908536585366; 0.8284023668639052; 0.8631319358816276; 0.8212083847102343
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.77272727 0.77777778 0.72727273 0.76530612 0.76530612]; 0.6707317073170732; 0.6463414634146342; 0.8453105968331304; 0.970414201183432; 0.9979716024340771; 0.9695740365111561; 0.7157894736842105; 0.8143712574850299; 0.6680551939599062; 0.6704545454545454; 0.7712418300653595; 0.6541923436041084; 0.854524627720504; 0.9175891758917589; 0.8460080981991966
svm_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; 6; svd_trunc_diff; svdne; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.98850575 0.98837209 0.97093023 0.97093023 0.94767442]; 0.8292682926829268; 0.8432055749128919; 0.9310584958217271; 0.9941792782305006; 0.9907192575406032; 0.994199535962877; 0.8501529051987768; 0.9455782312925171; 0.8263605442176869; 0.8571428571428572; 0.9375; 0.8428758741258742; 0.9340439706862091; 0.9709141274238227; 0.9308352149724155
ensemble_model_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; 6; svd_trunc_diff; svdne; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [0.98795181 0.9939759  0.9939759  0.98780488 0.98780488]; 0.8727272727272727; 0.8654545454545455; 0.9476744186046512; 1.0; 1.0; 1.0; 0.8717948717948719; 0.8380281690140845; 0.873901302552155; 0.8644688644688644; 0.8613138686131386; 0.8654395430022215; 0.9475218658892128; 0.9393063583815029; 0.9477233546293479
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 956; 318; 318; 0.6005025125628141; 0.19974874371859297; 0.19974874371859297; [0.984375   0.98958333 0.984375   0.97368421 0.97894737]; 0.8459119496855346; 0.8710691823899371; 0.9434673366834171; 1.0; 1.0; 1.0; 0.8664850136239781; 0.8736263736263736; 0.8412249515190692; 0.8664495114006514; 0.8807947019867549; 0.8715350755442757; 0.9447852760736196; 0.9494451294697904; 0.9433525263226032
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; 8; svd_trunc_diff; svd; 1134; 378; 378; 0.6; 0.2; 0.2; [0.97807018 0.96052632 0.96460177 0.96460177 0.96902655]; 0.8492063492063492; 0.8359788359788359; 0.937037037037037; 1.0; 1.0; 1.0; 0.848; 0.8368421052631579; 0.8492721164613662; 0.8385416666666667; 0.8473684210526315; 0.8359182530795074; 0.9371368198626518; 0.9366420274551215; 0.937037874809215
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; 8; svd_trunc_diff; svd; 1206; 402; 402; 0.6; 0.2; 0.2; [0.94628099 0.96694215 0.96694215 0.9625     0.94583333]; 0.8606965174129353; 0.8880597014925373; 0.935820895522388; 0.9763513513513512; 0.9585406301824212; 0.9767827529021559; 0.8715596330275229; 0.9693877551020408; 0.8633346542500495; 0.8951048951048952; 0.964824120603015; 0.888816001188207; 0.9370424597364568; 0.9619238476953907; 0.9360014495393949
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 1146; 382; 382; 0.6; 0.2; 0.2; [0.97826087 0.96956522 0.95217391 0.95175439 0.98684211]; 0.8481675392670157; 0.8612565445026178; 0.9366492146596859; 0.9911971830985915; 0.9825479930191972; 0.9912739965095986; 0.8550000000000001; 0.8952879581151832; 0.8481675392670157; 0.8747044917257683; 0.9343434343434344; 0.858476064997804; 0.9382337927514037; 0.9553014553014553; 0.9365114871443985
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; 8; svd_trunc_diff; svdn; 1170; 390; 390; 0.6; 0.2; 0.2; [0.78632479 0.68376068 0.73931624 0.76068376 0.76923077]; 0.6692307692307692; 0.6641025641025641; 0.7861538461538462; 0.8745003996802558; 0.935042735042735; 0.8658119658119658; 0.6876513317191284; 0.7357512953367875; 0.6699061045211856; 0.6812652068126519; 0.7291666666666666; 0.6650883838383838; 0.7990361445783132; 0.8546391752577319; 0.7865032610982537
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; 8; svd_trunc_diff; svdn; 1186; 395; 395; 0.6002024291497976; 0.19989878542510123; 0.19989878542510123; [0.73109244 0.70588235 0.72689076 0.70762712 0.74576271]; 0.6658227848101266; 0.6936708860759494; 0.8259109311740891; 0.9270248596631916; 0.9747048903878583; 0.9232715008431703; 0.6649746192893401; 0.6582914572864321; 0.6658804225207672; 0.6967418546365916; 0.7202072538860104; 0.6942620427845893; 0.8313725490196079; 0.8609137055837564; 0.8260168931551475
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.76829268 0.76639344 0.73770492 0.71311475 0.75819672]; 0.6437346437346437; 0.6363636363636364; 0.8231827111984283; 0.9466984884645981; 0.9738134206219312; 0.9451718494271685; 0.6588235294117647; 0.6278026905829597; 0.6454230844219147; 0.6243654822335024; 0.6307692307692307; 0.6361393323657475; 0.8265895953757226; 0.8338192419825073; 0.8230665226794365
svm_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; 8; svd_trunc_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.98290598 0.97008547 0.99137931 0.99137931 0.96982759]; 0.8041237113402062; 0.7757731958762887; 0.9159793814432989; 1.0; 1.0; 1.0; 0.8311111111111111; 0.949238578680203; 0.8018444202301538; 0.8044943820224719; 0.9470899470899471; 0.7800776368615564; 0.9208353569694027; 0.9793388429752066; 0.9161097507057103
ensemble_model_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; 8; svd_trunc_diff; svdne; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.94308943 0.98373984 0.95934959 0.93852459 0.95901639]; 0.8676470588235294; 0.8161764705882353; 0.9285014691478942; 0.9859387923904053; 0.9722675367047309; 0.9861337683523654; 0.8778280542986425; 0.919431279620853; 0.8658070103688021; 0.8283752860411899; 0.9187817258883249; 0.8195804364038781; 0.9300766283524905; 0.951028403525955; 0.9285014691478942
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 1112; 370; 370; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.96428571 0.96846847 0.98198198 0.98648649 0.96396396]; 0.8648648648648649; 0.8405405405405405; 0.9346652267818575; 0.989090909090909; 0.9784172661870504; 0.9892086330935252; 0.8762376237623763; 0.9315789473684211; 0.8630116959064328; 0.8418230563002681; 0.9075144508670521; 0.8446201695959626; 0.9355354288758658; 0.955386289445049; 0.9348206902745074
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; 10; svd_trunc_diff; svd; 1520; 506; 506; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.98026316 0.96052632 0.94078947 0.98026316 0.96710526]; 0.866822429906542; 0.8504672897196262; 0.9490740740740741; 1.0; 1.0; 1.0; 0.8819875776397516; 0.9953271028037384; 0.8668224299065421; 0.8693877551020408; 0.9953271028037384; 0.8504672897196263; 0.9514640994785399; 0.9983164983164983; 0.9490740740740741
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; 10; svd_trunc_diff; svd; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.99350649 0.98051948 0.98376623 0.99025974 0.9869281 ]; 0.8400954653937948; 0.8591885441527446; 0.9465488215488216; 0.9993493819128172; 0.9986996098829649; 0.9993498049414824; 0.8430913348946135; 0.8866995073891626; 0.8414979018427294; 0.8662131519274376; 0.8842592592592593; 0.8583857872650976; 0.9471933471933471; 0.9587542087542088; 0.9465488215488217
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 1428; 476; 476; 0.6; 0.2; 0.2; [0.97902098 0.97202797 0.97202797 0.96853147 0.96478873]; 0.7510548523206751; 0.7468354430379747; 0.8977272727272727; 0.9964912280701755; 0.9943977591036415; 0.9964985994397759; 0.795847750865052; 0.9543568464730291; 0.7475646893309352; 0.7894736842105263; 0.9656652360515021; 0.7504674727975353; 0.9055577147298872; 0.9806397306397306; 0.8977272727272727
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; 10; svd_trunc_diff; svdn; 1442; 480; 480; 0.6003330557868443; 0.19983347210657784; 0.19983347210657784; [0.78965517 0.75347222 0.76736111 0.79861111 0.77430556]; 0.6059957173447538; 0.6316916488222698; 0.7756734006734006; 0.8840864440078585; 0.9361997226074896; 0.8772538141470181; 0.6501901140684411; 0.7215189873417721; 0.6042377545404513; 0.6627450980392156; 0.7347826086956522; 0.6332140891579525; 0.7920405774483027; 0.8543771043771043; 0.7756734006734006
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; 10; svd_trunc_diff; svdn; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.72535211 0.79929577 0.75352113 0.78873239 0.79577465]; 0.6194503171247357; 0.6131078224101479; 0.797548605240913; 0.9213025780189958; 0.956338028169014; 0.9183098591549296; 0.6577946768060837; 0.7393162393162394; 0.6207041447627222; 0.6460348162475822; 0.7046413502109705; 0.6129138954444683; 0.8096940802542708; 0.8628281117696867; 0.7976587816232399
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.76712329 0.76027397 0.71034483 0.74137931 0.76551724]; 0.6811279826464208; 0.6507592190889371; 0.8287037037037037; 0.9343936381709742; 0.9697386519944979; 0.9319119669876204; 0.7077534791252484; 0.7606837606837606; 0.6799013517075191; 0.684931506849315; 0.7709251101321586; 0.6525565721600963; 0.8386841062227507; 0.8905723905723906; 0.8287037037037037
svm_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; 10; svd_trunc_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.98322148 0.9966443  0.99324324 0.98986486 0.99324324]; 0.7825112107623319; 0.7959641255605381; 0.9208754208754208; 1.0; 1.0; 1.0; 0.789587852494577; 0.8198198198198198; 0.7826777670527671; 0.8043010752688171; 0.8348214285714286; 0.7957890926640927; 0.9219917012448133; 0.9351851851851852; 0.9208754208754208
ensemble_model_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; 10; svd_trunc_diff; svdne; 1464; 488; 488; 0.6; 0.2; 0.2; [0.96598639 0.96938776 0.96575342 0.94520548 0.97260274]; 0.9320175438596491; 0.9276315789473685; 0.9566498316498316; 0.9728601252609603; 0.9549180327868853; 0.973360655737705; 0.9352818371607515; 0.9531914893617022; 0.9313468759025705; 0.9237875288683602; 0.9049773755656109; 0.9269567728891884; 0.9561515538527032; 0.9452861952861953; 0.9566498316498316
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 1634; 544; 544; 0.6002939015429831; 0.19985304922850844; 0.19985304922850844; [0.97560976 0.98170732 0.97852761 0.98159509 0.97852761]; 0.8355795148247979; 0.8382749326145552; 0.9431818181818182; 0.991358024691358; 0.9828641370869033; 0.9914320685434517; 0.8431876606683805; 0.8324873096446701; 0.8357838847073925; 0.8342541436464088; 0.867816091954023; 0.8399994165353871; 0.9430619991564742; 0.9410774410774411; 0.9431818181818182
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; 12; svd_trunc_diff; svd; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.98076923 0.98076923 0.95879121 0.98076923 0.97802198]; 0.8453237410071942; 0.762589928057554; 0.9478114478114478; 0.9916897506925207; 0.9835164835164835; 0.9917582417582418; 0.8626198083067093; 0.9246575342465754; 0.8411166459111664; 0.7625899280575539; 0.803030303030303; 0.7645288501452885; 0.9482470784641068; 0.9562289562289562; 0.9478114478114479
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; 12; svd_trunc_diff; svd; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.96721311 0.96994536 0.94262295 0.97527473 0.97527473]; 0.9309090909090909; 0.9127272727272727; 0.9705387205387206; 0.9850249584026624; 0.9726177437020811; 0.9852135815991238; 0.9333333333333333; 0.9779411764705882; 0.9314166314007619; 0.9199999999999999; 0.9928057553956835; 0.9118440541684298; 0.9706867671691792; 0.9755892255892256; 0.9705387205387205
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svd; 40; 30; 70; zones; svd_trunc_diff; svd; 1820; 606; 606; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.96978022 0.97527473 0.95604396 0.98076923 0.95604396]; 0.8920863309352518; 0.9064748201438849; 0.9642255892255892; 0.9838619922092375; 0.9714285714285714; 0.9840659340659341; 0.896551724137931; 0.935251798561151; 0.8920863309352518; 0.91156462585034; 0.9640287769784173; 0.9064748201438849; 0.9643007139857203; 0.9663299663299664; 0.9642255892255892
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; 12; svd_trunc_diff; svdn; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.76436782 0.75574713 0.79022989 0.77456647 0.7283237 ]; 0.628125; 0.609375; 0.8005050505050505; 0.8741794310722101; 0.9205069124423964; 0.8675115207373272; 0.5993265993265994; 0.5632911392405063; 0.6273245819659321; 0.5733788395904438; 0.5185185185185185; 0.6105250820440694; 0.8039702233250621; 0.8181818181818182; 0.8005050505050506
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; 12; svd_trunc_diff; svdn; 1758; 586; 586; 0.6; 0.2; 0.2; [0.74147727 0.74147727 0.73579545 0.72727273 0.72285714]; 0.6245954692556634; 0.6699029126213593; 0.8459595959595959; 0.9201725997842503; 0.9704209328782708; 0.9158134243458476; 0.6133333333333332; 0.5897435897435898; 0.624937154348919; 0.6622516556291391; 0.6535947712418301; 0.669746103569633; 0.8509771986970684; 0.8796296296296297; 0.845959595959596
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdn; 40; 30; 70; zones; svd_trunc_diff; svdn; 1782; 594; 594; 0.6; 0.2; 0.2; [0.75698324 0.72191011 0.72191011 0.74719101 0.73595506]; 0.5892255892255892; 0.6430976430976431; 0.8535353535353535; 0.9343544857768054; 0.9584736251402918; 0.9326599326599325; 0.6139240506329114; 0.6258064516129033; 0.5875511131303953; 0.6293706293706294; 0.6338028169014085; 0.6427078600636075; 0.8567901234567901; 0.8762626262626263; 0.8535353535353535
svm_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; 12; svd_trunc_diff; svdne; 1748; 582; 582; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.97428571 0.97428571 0.98       0.96857143 0.96551724]; 0.7770700636942676; 0.7993630573248408; 0.9305555555555556; 0.9814385150812065; 0.9679633867276888; 0.9816933638443935; 0.8195876288659794; 1.0; 0.7741935483870968; 0.8292682926829268; 0.9870967741935484; 0.8017244877257049; 0.9334945586457072; 0.9747474747474747; 0.9305555555555556
ensemble_model_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; 12; svd_trunc_diff; svdne; 1810; 603; 603; 0.600132625994695; 0.19993368700265252; 0.19993368700265252; [0.95027624 0.93922652 0.96685083 0.98066298 0.96685083]; 0.9328621908127208; 0.9328621908127208; 0.9743265993265994; 0.987129266927812; 0.974585635359116; 0.987292817679558; 0.9381107491856677; 0.9863013698630136; 0.9311068893110689; 0.9347079037800686; 0.9927007299270073; 0.9347065293470652; 0.9744234800838575; 0.9781144781144782; 0.9743265993265995
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_trunc_diff_svdne; 40; 30; 70; zones; svd_trunc_diff; svdne; 1686; 562; 562; 0.6; 0.2; 0.2; [0.96449704 0.96745562 0.94970414 0.96130952 0.95535714]; 0.8985507246376812; 0.8695652173913043; 0.9545454545454546; 0.9831121833534379; 0.966785290628707; 0.9833926453143536; 0.9109414758269719; 0.9835164835164835; 0.8935987325557878; 0.8760330578512397; 0.9754601226993865; 0.8750926987123306; 0.9552609776304888; 0.9705387205387206; 0.9545454545454546
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; 4; svd_trunc_diff; svd; 516; 172; 172; 0.6; 0.2; 0.2; [0.94230769 0.98076923 0.97115385 0.95098039 0.97058824]; 0.8197674418604651; 0.8372093023255814; 0.9313953488372093; 1.0; 1.0; 1.0; 0.8208092485549132; 0.8452380952380952; 0.8203463203463204; 0.8390804597701149; 0.8690476190476191; 0.8379329004329005; 0.9316338354577056; 0.9436619718309859; 0.9315084052703316
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; 4; svd_trunc_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.92982456 0.98245614 0.97368421 0.97321429 0.9375    ]; 0.8670212765957447; 0.8882978723404256; 0.945859872611465; 0.9910873440285205; 0.9823321554770318; 0.9911660777385158; 0.8520710059171598; 0.8181818181818182; 0.8640909090909092; 0.8923076923076922; 0.8787878787878788; 0.8888321416411304; 0.9448648648648649; 0.9297872340425531; 0.9458258204111071
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 610; 203; 203; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.95901639 0.97540984 0.96721311 0.95081967 0.96721311]; 0.8817733990147784; 0.8423645320197044; 0.9438976377952756; 0.9983633387888707; 1.0; 0.9983606557377049; 0.8846153846153847; 0.9484536082474226; 0.8846041626142774; 0.84; 0.9130434782608695; 0.8484136310223267; 0.944062806673209; 0.9736842105263158; 0.944696511393426
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; 4; svd_trunc_diff; svdn; 648; 216; 216; 0.6; 0.2; 0.2; [0.59230769 0.57692308 0.54615385 0.56923077 0.625     ]; 0.6111111111111112; 0.6203703703703703; 0.6907407407407408; 0.7627118644067796; 0.8333333333333334; 0.7407407407407408; 0.6557377049180328; 0.8; 0.6241379310344828; 0.6720000000000002; 0.7433628318584071; 0.6143998625311453; 0.7221297836938435; 0.8081936685288641; 0.69138965194399
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; 4; svd_trunc_diff; svdn; 620; 206; 206; 0.6007751937984496; 0.1996124031007752; 0.1996124031007752; [0.56451613 0.67741935 0.71774194 0.71774194 0.58870968]; 0.6990291262135923; 0.6310679611650486; 0.8217054263565892; 0.9272151898734178; 0.9451612903225807; 0.9258064516129033; 0.7651515151515151; 0.8632478632478633; 0.6731969653317967; 0.6752136752136751; 0.7523809523809524; 0.6286657237152287; 0.8371681415929204; 0.8890977443609023; 0.8195488721804511
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 666; 222; 222; 0.6; 0.2; 0.2; [0.51492537 0.59701493 0.58208955 0.52272727 0.53030303]; 0.5630630630630631; 0.5675675675675675; 0.8225225225225226; 0.993993993993994; 0.993993993993994; 0.993993993993994; 0.5726872246696034; 0.6074766355140186; 0.5646078829744006; 0.6; 0.5950413223140496; 0.5648473938302921; 0.8261253309797; 0.8342245989304813; 0.8223946309770803
svm_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; 4; svd_trunc_diff; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.8984375  0.9140625  0.8984375  0.94444444 0.85714286]; 0.8443396226415094; 0.8018867924528302; 0.9028301886792452; 0.9548387096774195; 0.9308176100628931; 0.9559748427672956; 0.8493150684931506; 0.93; 0.8489285714285714; 0.8292682926829269; 0.9357798165137615; 0.7979869956355214; 0.9050691244239631; 0.9316888045540797; 0.9029926199130623
ensemble_model_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; 4; svd_trunc_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.94166667 0.97457627 0.96610169 0.90677966 0.88135593]; 0.8629441624365483; 0.8223350253807107; 0.9259634888438134; 0.981067125645439; 0.9628378378378378; 0.9814189189189189; 0.8586387434554974; 0.9010989010989011; 0.865643790172092; 0.8471615720524016; 0.9065420560747663; 0.8143821391484942; 0.9270729270729271; 0.9392712550607287; 0.9259364405384944
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.97457627 0.93965517 0.97413793 0.93965517 0.95689655]; 0.8195876288659794; 0.8298969072164949; 0.9185567010309278; 0.9808027923211169; 0.9656357388316151; 0.9810996563573884; 0.8497854077253219; 0.9339622641509434; 0.8078902229845628; 0.8405797101449276; 0.9354838709677419; 0.8340785691472373; 0.9220138203356367; 0.9530612244897959; 0.9181972789115647
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; 6; svd_trunc_diff; svd; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.96276596 0.95212766 0.93617021 0.94148936 0.95212766]; 0.8210862619808307; 0.8498402555910544; 0.9220945083014048; 0.9798087141339001; 0.9808510638297873; 0.9797872340425531; 0.8418079096045198; 0.9254658385093167; 0.8179960771493952; 0.863768115942029; 0.9430379746835443; 0.8489383421804819; 0.9256097560975609; 0.9619771863117871; 0.9217865339538343
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; 6; svd_trunc_diff; svd; 960; 320; 320; 0.6; 0.2; 0.2; [0.953125   0.953125   0.96354167 0.92708333 0.9375    ]; 0.86875; 0.871875; 0.948125; 1.0; 1.0; 1.0; 0.8719512195121952; 0.8827160493827161; 0.8685732145647757; 0.8838526912181304; 0.9017341040462428; 0.8692343989618969; 0.9494210847044485; 0.9558282208588957; 0.9479778046969638
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 844; 281; 281; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.96470588 0.94117647 0.92857143 0.96428571 0.94642857]; 0.8790035587188612; 0.8469750889679716; 0.938122332859175; 0.98812351543943; 0.985781990521327; 0.9881516587677726; 0.8851351351351352; 0.891156462585034; 0.8784140521880394; 0.8491228070175438; 0.8832116788321168; 0.8478558394160585; 0.9388615600843289; 0.9461756373937678; 0.9380878186968838
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; 6; svd_trunc_diff; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.61290323 0.55376344 0.54347826 0.60326087 0.56521739]; 0.6525974025974026; 0.6103896103896104; 0.6045454545454545; 0.6488970588235294; 0.7640692640692641; 0.5865800865800865; 0.700280112044818; 0.8116883116883117; 0.6525974025974026; 0.6470588235294118; 0.7692307692307693; 0.620979020979021; 0.6588235294117647; 0.7747035573122529; 0.6069420475421701
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; 6; svd_trunc_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.62921348 0.68539326 0.58426966 0.63636364 0.59090909]; 0.6508474576271186; 0.5796610169491525; 0.8055555555555556; 0.9324324324324325; 0.9345372460496614; 0.9322799097065463; 0.688821752265861; 0.7125; 0.6451388888888888; 0.5921052631578947; 0.6040268456375839; 0.5794106830927646; 0.8115561391989493; 0.8218085106382979; 0.8052412718937345
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 936; 312; 312; 0.6; 0.2; 0.2; [0.64361702 0.71276596 0.68617021 0.63978495 0.61827957]; 0.6314102564102564; 0.6346153846153846; 0.841025641025641; 0.979765708200213; 0.9829059829059829; 0.9797008547008547; 0.6704871060171919; 0.740506329113924; 0.6299934242972217; 0.695187165775401; 0.7558139534883721; 0.6207641196013289; 0.8507821901323707; 0.8859649122807017; 0.8399640834369387
svm_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; 6; svd_trunc_diff; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.90449438 0.92613636 0.90909091 0.89204545 0.92613636]; 0.8673469387755102; 0.8843537414965986; 0.9115646258503401; 0.9351535836177475; 0.9319727891156463; 0.9353741496598639; 0.8856304985337244; 0.94375; 0.8599347014925374; 0.89171974522293; 0.9722222222222222; 0.8861111111111112; 0.9152542372881356; 0.9422818791946309; 0.9111409395973153
ensemble_model_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; 6; svd_trunc_diff; svdne; 1002; 334; 334; 0.6; 0.2; 0.2; [0.93069307 0.96       0.95       0.935      0.95      ]; 0.8143712574850299; 0.8023952095808383; 0.9209580838323354; 0.9959919839679359; 0.9920159680638723; 0.9960079840319361; 0.8228571428571428; 0.8421052631578947; 0.8136906683887634; 0.8176795580110496; 0.8757396449704142; 0.8015061861215708; 0.9228070175438596; 0.9381688466111772; 0.9208335186011254
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1032; 344; 344; 0.6; 0.2; 0.2; [0.93269231 0.94174757 0.95631068 0.9223301  0.94174757]; 0.8313953488372093; 0.8255813953488372; 0.9261627906976744; 0.9912195121951219; 0.9844961240310077; 0.9912790697674418; 0.8313953488372092; 0.8562874251497006; 0.8320985148347373; 0.8314606741573034; 0.8554913294797688; 0.8254064834533347; 0.9263768115942029; 0.9334112149532711; 0.9261963482173763
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; 8; svd_trunc_diff; svd; 1144; 381; 381; 0.6002098635886673; 0.19989506820566633; 0.19989506820566633; [0.87826087 0.92173913 0.92105263 0.9254386  0.89912281]; 0.8320209973753281; 0.868766404199475; 0.9045120671563484; 0.9395017793594307; 0.9230769230769231; 0.9405594405594405; 0.8497652582159624; 0.9141414141414141; 0.828655406524259; 0.8717948717948718; 0.9289617486338798; 0.8710465308825965; 0.9061855670103094; 0.9223504721930745; 0.9045120671563485
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; 8; svd_trunc_diff; svd; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.9254386  0.9159292  0.91150442 0.94247788 0.92035398]; 0.8381962864721485; 0.8673740053050398; 0.9411452810180275; 1.0; 1.0; 1.0; 0.8455696202531646; 0.8267326732673267; 0.839080622347949; 0.8633879781420766; 0.8729281767955801; 0.8675865373773819; 0.9413629160063391; 0.9388830347734457; 0.9411597671199138
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.88333333 0.90756303 0.8697479  0.90756303 0.89915966]; 0.8639798488664987; 0.8664987405541562; 0.9199395770392749; 0.9556313993174061; 0.9395973154362416; 0.9563758389261745; 0.8708133971291866; 0.914572864321608; 0.8638520887264607; 0.8684863523573201; 0.8883248730964467; 0.8666624365482233; 0.9202207727044656; 0.9243951612903226; 0.9199440595184006
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; 8; svd_trunc_diff; svdn; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.49603175 0.54761905 0.5952381  0.548      0.58      ]; 0.6770334928229665; 0.6889952153110048; 0.6333652007648184; 0.6547455295735901; 0.7579617834394905; 0.6003184713375797; 0.7071583514099784; 0.7836538461538461; 0.6775412087912087; 0.7268907563025211; 0.8277511961722488; 0.6889952153110048; 0.6792137181095775; 0.7770334928229665; 0.6335024197639189
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; 8; svd_trunc_diff; svdn; 1358; 452; 452; 0.6003536693191865; 0.19982316534040673; 0.19982316534040673; [0.5625     0.55514706 0.58088235 0.56617647 0.54814815]; 0.6349557522123894; 0.661504424778761; 0.8567639257294429; 0.9955686853766618; 0.9926362297496318; 0.9955817378497791; 0.6511627906976745; 0.6936936936936937; 0.6359772816294555; 0.6637362637362637; 0.6863636363636364; 0.6621473354231976; 0.8580192813321648; 0.8733273862622658; 0.8569090919041391
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.58870968 0.61693548 0.61290323 0.60483871 0.6300813 ]; 0.6019417475728155; 0.6237864077669902; 0.8195926285160039; 0.9568755085435313; 0.9499192245557351; 0.95718901453958; 0.6186046511627907; 0.6363636363636364; 0.6014330497089118; 0.630071599045346; 0.6875; 0.6278409090909091; 0.8209817131857556; 0.8362745098039216; 0.8197687328290242
svm_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; 8; svd_trunc_diff; svdne; 1248; 416; 416; 0.6; 0.2; 0.2; [0.952      0.928      0.948      0.924      0.93145161]; 0.8629807692307693; 0.8581730769230769; 0.9225961538461539; 0.9633848657445077; 0.9487179487179487; 0.9639423076923076; 0.8707482993197279; 0.9186602870813397; 0.8627117860527471; 0.8697571743929361; 0.9036697247706422; 0.8558752664257252; 0.9241639189825719; 0.9333967649857279; 0.922480695418034
ensemble_model_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; 8; svd_trunc_diff; svdne; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.90079365 0.91666667 0.92063492 0.936      0.948     ]; 0.8516746411483254; 0.861244019138756; 0.9196940726577438; 0.9611650485436892; 0.945859872611465; 0.9617834394904458; 0.848780487804878; 0.8877551020408163; 0.8537874609303181; 0.875; 0.8982300884955752; 0.8579692109144543; 0.9203791469194313; 0.9247619047619048; 0.9196746184078237
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1110; 370; 370; 0.6; 0.2; 0.2; [0.92342342 0.93243243 0.91891892 0.93243243 0.97297297]; 0.8810810810810811; 0.8837837837837837; 0.9437837837837838; 0.9845031905195989; 0.972972972972973; 0.9846846846846847; 0.8764044943820224; 0.8813559322033898; 0.8810924738737156; 0.8883116883116883; 0.9047619047619048; 0.8833201789002894; 0.9434167573449401; 0.9413680781758957; 0.9437733824679264
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; 10; svd_trunc_diff; svd; 1390; 463; 463; 0.6001727115716753; 0.19991364421416236; 0.19991364421416236; [0.92446043 0.94604317 0.92805755 0.9352518  0.95323741]; 0.8034557235421166; 0.8358531317494601; 0.9097582037996546; 0.9696531791907514; 0.9654676258992806; 0.9697841726618706; 0.8; 0.8125; 0.803739539748954; 0.8382978723404255; 0.8382978723404255; 0.8358156028368794; 0.9094846253789519; 0.9098786828422877; 0.9097586185295775
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; 10; svd_trunc_diff; svd; 1452; 484; 484; 0.6; 0.2; 0.2; [0.91438356 0.90344828 0.94137931 0.90689655 0.92758621]; 0.8333333333333334; 0.8679653679653679; 0.9187710437710438; 0.9617790132036136; 0.953168044077135; 0.962121212121212; 0.832244008714597; 0.8025210084033614; 0.834296218487395; 0.859122401847575; 0.8303571428571429; 0.866859243697479; 0.9172029172029172; 0.8998316498316499; 0.9187710437710438
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 1622; 540; 540; 0.6002960769800149; 0.1998519615099926; 0.1998519615099926; [0.92944785 0.93209877 0.91049383 0.92592593 0.88888889]; 0.896551724137931; 0.8594164456233422; 0.9410774410774411; 0.9702233250620348; 0.9642416769420469; 0.9704069050554869; 0.9017632241813602; 0.9132653061224489; 0.895859172398241; 0.8586666666666667; 0.8895027624309392; 0.8605677077460817; 0.9412751677852349; 0.9444444444444444; 0.9410774410774411
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; 10; svd_trunc_diff; svdn; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.63071895 0.57843137 0.61437908 0.60197368 0.59868421]; 0.64; 0.5694117647058824; 0.6468855218855218; 0.7073880162885399; 0.7968545216251638; 0.6703800786369594; 0.6792452830188679; 0.7605633802816901; 0.6397156524049961; 0.6195426195426196; 0.7028301886792453; 0.5697249534945522; 0.6865894658199476; 0.7735690235690236; 0.6468855218855218
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; 10; svd_trunc_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.64473684 0.66225166 0.63576159 0.58940397 0.67218543]; 0.6087962962962963; 0.5949074074074074; 0.805976430976431; 0.9217391304347826; 0.9113756613756614; 0.9226190476190477; 0.6599597585513078; 0.7922705314009661; 0.616135265700483; 0.6753246753246753; 0.8088888888888889; 0.5856038647342995; 0.8178585539312524; 0.8712121212121212; 0.8059764309764309
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 1422; 474; 474; 0.6; 0.2; 0.2; [0.58391608 0.60915493 0.65140845 0.64788732 0.6443662 ]; 0.6118143459915611; 0.569620253164557; 0.7949367088607595; 0.9318497913769124; 0.9423347398030942; 0.9310829817158931; 0.6461538461538461; 0.721030042918455; 0.6136270546542482; 0.612167300380228; 0.6708333333333333; 0.5683226495726496; 0.8043478260869565; 0.84375; 0.7949778667790893
svm_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; 10; svd_trunc_diff; svdne; 1538; 512; 512; 0.600312256049961; 0.19984387197501952; 0.19984387197501952; [0.94155844 0.91883117 0.95454545 0.88636364 0.90849673]; 0.8353221957040573; 0.8186157517899761; 0.9170875420875421; 0.9652870493991988; 0.9401820546163849; 0.9661898569570871; 0.8528784648187634; 0.970873786407767; 0.8375495692602215; 0.8429752066115702; 0.9577464788732394; 0.8162518802133187; 0.919624643002856; 0.9486531986531986; 0.917087542087542
ensemble_model_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; 10; svd_trunc_diff; svdne; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.94791667 0.92013889 0.9375     0.91258741 0.92657343]; 0.8425531914893617; 0.8340425531914893; 0.9179292929292929; 0.9700765483646485; 0.9707520891364902; 0.9700557103064067; 0.8418803418803419; 0.8418803418803419; 0.8425503404316963; 0.8340425531914893; 0.8305084745762712; 0.8340576560915544; 0.9178947368421052; 0.9175084175084175; 0.9179292929292929
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1572; 524; 524; 0.6; 0.2; 0.2; [0.92405063 0.91082803 0.89490446 0.87898089 0.89808917]; 0.8731343283582089; 0.9054726368159204; 0.9419191919191919; 0.9680365296803654; 0.9440203562340967; 0.9688295165394402; 0.8734491315136478; 0.8627450980392157; 0.8732917409387998; 0.9045226130653266; 0.9090909090909091; 0.9055258467023173; 0.9408740359897172; 0.9242424242424242; 0.9419191919191919
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; 12; svd_trunc_diff; svd; 1846; 615; 615; 0.6001300390117035; 0.19993498049414823; 0.19993498049414823; [0.93513514 0.94054054 0.93243243 0.92391304 0.93478261]; 0.8528301886792453; 0.8528301886792453; 0.9410774410774411; 0.965896589658966; 0.9512459371614301; 0.9664138678223185; 0.862190812720848; 0.9172932330827067; 0.8525860104807473; 0.8612099644128114; 0.9166666666666666; 0.8530701754385964; 0.9412258606213266; 0.9436026936026936; 0.9410774410774411
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; 12; svd_trunc_diff; svd; 1712; 570; 570; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.91860465 0.92982456 0.92690058 0.89766082 0.92397661]; 0.8072289156626506; 0.8704819277108434; 0.922979797979798; 0.954653937947494; 0.9345794392523364; 0.9556074766355142; 0.825136612021858; 0.8628571428571429; 0.8040400363967244; 0.8700906344410876; 0.9171974522292994; 0.872884440400364; 0.922882427307206; 0.9217171717171717; 0.922979797979798
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svd; 40; 80; 120; zones; svd_trunc_diff; svd; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.92162162 0.91891892 0.91032609 0.92934783 0.92391304]; 0.8646616541353384; 0.868421052631579; 0.9452861952861953; 0.9677066228790365; 0.9587852494577006; 0.9680043383947938; 0.8461538461538461; 0.7734375; 0.8613564311594203; 0.8659003831417624; 0.8188405797101449; 0.8703577898550725; 0.9440137812230835; 0.9225589225589226; 0.9452861952861953
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; 12; svd_trunc_diff; svdn; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.63888889 0.56424581 0.60893855 0.59217877 0.60335196]; 0.6541095890410958; 0.6541095890410958; 0.7718855218855218; 0.8270600203458799; 0.9073660714285714; 0.8102678571428571; 0.6710097719869709; 0.7304964539007093; 0.6566389554271758; 0.6853582554517134; 0.7284768211920529; 0.651472453149218; 0.7910562837316886; 0.8636363636363636; 0.7718855218855218
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; 12; svd_trunc_diff; svdn; 1734; 578; 578; 0.6; 0.2; 0.2; [0.59195402 0.63218391 0.63583815 0.64450867 0.63583815]; 0.5202492211838006; 0.5981308411214953; 0.8093434343434344; 0.9031890660592256; 0.9146482122260668; 0.9019607843137255; 0.536144578313253; 0.5894039735099338; 0.5241137514608493; 0.6366197183098592; 0.6647058823529411; 0.5939423451499805; 0.8145722472370036; 0.8375420875420876; 0.8093434343434344
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdn; 40; 80; 120; zones; svd_trunc_diff; svdn; 1794; 598; 598; 0.6; 0.2; 0.2; [0.625      0.67222222 0.62849162 0.63128492 0.6424581 ]; 0.5910652920962199; 0.5326460481099656; 0.8303872053872053; 0.9192139737991266; 0.9386845039018952; 0.9175027870680044; 0.6246056782334386; 0.6923076923076923; 0.5927754677754677; 0.592814371257485; 0.668918918918919; 0.5302636552636553; 0.837696335078534; 0.8754208754208754; 0.8303872053872055
svm_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; 12; svd_trunc_diff; svdne; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.90517241 0.92241379 0.93965517 0.92485549 0.9132948 ]; 0.90625; 0.90625; 0.9271885521885522; 0.935685828116107; 0.9470046082949308; 0.9349078341013823; 0.9068322981366459; 0.8848484848484849; 0.9069403714565004; 0.9038461538461539; 0.9096774193548387; 0.9063538611925709; 0.9276453366792138; 0.9335016835016835; 0.9271885521885521
ensemble_model_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; 12; svd_trunc_diff; svdne; 1710; 570; 570; 0.6; 0.2; 0.2; [0.91812865 0.90935673 0.92105263 0.90935673 0.91520468]; 0.8738738738738738; 0.8708708708708709; 0.9473905723905723; 0.97610513739546; 0.9555555555555556; 0.9766081871345029; 0.8636363636363636; 0.8260869565217391; 0.8723458038422649; 0.8685015290519877; 0.8255813953488372; 0.8724180268669652; 0.9458640103941099; 0.9191919191919192; 0.9473905723905722
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_trunc_diff_svdne; 40; 80; 120; zones; svd_trunc_diff; svdne; 1818; 606; 606; 0.6; 0.2; 0.2; [0.91483516 0.88186813 0.93131868 0.91208791 0.92265193]; 0.8494623655913979; 0.8853046594982079; 0.9461279461279462; 0.9698660714285714; 0.9559955995599559; 0.9702970297029703; 0.8703703703703703; 0.9215686274509803; 0.8417366946778709; 0.8787878787878787; 0.9206349206349206; 0.888422035480859; 0.946218487394958; 0.9478114478114478; 0.946127946127946
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; 4; svd_trunc_diff; svd; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.89473684 0.86607143 0.85714286 0.85714286 0.82142857]; 0.8716577540106952; 0.8823529411764706; 0.8707264957264957; 0.862888482632541; 0.8398576512455516; 0.8665480427046264; 0.8947368421052632; 0.9807692307692307; 0.8578544949026877; 0.9026548672566371; 1.0; 0.8705882352941177; 0.8791208791208791; 0.9034907597535934; 0.8693400346652155
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; 4; svd_trunc_diff; svd; 540; 180; 180; 0.6; 0.2; 0.2; [0.85185185 0.91666667 0.87962963 0.87037037 0.92592593]; 0.8388888888888889; 0.8222222222222222; 0.8966666666666666; 0.9407407407407408; 0.9407407407407408; 0.9407407407407408; 0.8465608465608466; 0.9090909090909091; 0.8404150197628458; 0.8315789473684211; 0.8681318681318682; 0.8217063835041363; 0.8988030467899891; 0.9198218262806236; 0.8967180084839926
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.87068966 0.80172414 0.92241379 0.87931034 0.92105263]; 0.875; 0.8333333333333334; 0.920997920997921; 0.9653979238754326; 0.9653979238754326; 0.9653979238754326; 0.8588235294117648; 0.9125; 0.8803571428571428; 0.8315789473684211; 0.8681318681318682; 0.8350560330758351; 0.9189765458422176; 0.9369565217391305; 0.9216655118655812
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; 4; svd_trunc_diff; svdn; 558; 186; 186; 0.6; 0.2; 0.2; [0.58928571 0.61607143 0.55357143 0.53571429 0.53636364]; 0.4946236559139785; 0.5161290322580645; 0.5612903225806452; 0.676300578034682; 0.8387096774193549; 0.5985663082437276; 0.5948275862068966; 0.6634615384615384; 0.47197467166979357; 0.5833333333333335; 0.6847826086956522; 0.5179232192414431; 0.6421052631578947; 0.7705263157894737; 0.5566917293233082
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; 4; svd_trunc_diff; svdn; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.58823529 0.53676471 0.59558824 0.55970149 0.64925373]; 0.48444444444444446; 0.4533333333333333; 0.7877442273534636; 1.0; 1.0; 1.0; 0.5206611570247933; 0.5526315789473685; 0.48352299668089144; 0.44843049327354256; 0.4854368932038835; 0.4558332007003024; 0.7905346187554777; 0.8126126126126126; 0.7880926460611225
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 596; 198; 198; 0.6008064516129032; 0.19959677419354838; 0.19959677419354838; [0.54166667 0.50833333 0.58333333 0.54237288 0.59322034]; 0.46464646464646464; 0.51010101010101; 0.7913306451612904; 0.9932432432432432; 0.9865771812080537; 0.9932885906040269; 0.5309734513274336; 0.5825242718446602; 0.45968318855390905; 0.5488372093023255; 0.6344086021505376; 0.5172043010752688; 0.7996127783155856; 0.8360323886639676; 0.7915101702355982
svm_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; 4; svd_trunc_diff; svdne; 586; 195; 195; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.98305085 0.98305085 0.94067797 0.93965517 0.9137931 ]; 0.8615384615384616; 0.8102564102564103; 0.9200819672131147; 0.976027397260274; 0.9726962457337884; 0.9761092150170649; 0.8682926829268294; 0.9270833333333334; 0.8625315656565657; 0.8340807174887892; 0.8691588785046729; 0.8038976210705183; 0.9229249011857706; 0.9415322580645161; 0.9197244623655914
ensemble_model_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; 4; svd_trunc_diff; svdne; 652; 217; 217; 0.6003683241252302; 0.1998158379373849; 0.1998158379373849; [0.9469697  0.96153846 0.95384615 0.94615385 0.95384615]; 0.8202764976958525; 0.8387096774193549; 0.925414364640884; 0.9893455098934552; 0.9969325153374233; 0.9892638036809817; 0.8368200836820083; 0.8695652173913043; 0.8171355498721227; 0.8471615720524018; 0.8899082568807339; 0.8384726469588855; 0.928; 0.9490909090909091; 0.9251051560379919
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.90983607 0.85833333 0.85833333 0.89166667 0.88333333]; 0.84; 0.84; 0.9241516966067864; 0.98; 0.9767441860465116; 0.9800664451827242; 0.8367346938775511; 0.8118811881188119; 0.8402840284028403; 0.8333333333333333; 0.8247422680412371; 0.839555600040036; 0.9230769230769231; 0.9138276553106213; 0.9241106467407977
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; 6; svd_trunc_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.93103448 0.85632184 0.87356322 0.85632184 0.89655172]; 0.7896551724137931; 0.8; 0.9151724137931034; 0.9954022988505747; 0.9954022988505747; 0.9954022988505749; 0.8134556574923547; 0.8109756097560976; 0.7864401858304297; 0.8164556962025317; 0.8486842105263158; 0.7975305110602594; 0.9187045604758757; 0.9254327563249002; 0.9147907701510052
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; 6; svd_trunc_diff; svd; 846; 282; 282; 0.6; 0.2; 0.2; [0.88823529 0.85294118 0.77058824 0.83333333 0.79761905]; 0.8829787234042553; 0.8652482269503546; 0.9297872340425531; 0.9657701711491443; 0.933806146572104; 0.966903073286052; 0.8910891089108911; 0.9; 0.8818181818181818; 0.8750000000000001; 0.9300699300699301; 0.8643155405745334; 0.9305263157894736; 0.9259776536312849; 0.9298476164410027
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 854; 284; 284; 0.60056258790436; 0.19971870604781997; 0.19971870604781997; [0.90697674 0.94186047 0.95882353 0.91764706 0.97058824]; 0.8345070422535211; 0.7992957746478874; 0.9170182841068917; 0.9837962962962963; 0.9953161592505855; 0.9836065573770492; 0.8469055374592834; 0.8552631578947368; 0.8329346092503986; 0.7927272727272728; 0.8014705882352942; 0.7993839427662957; 0.9183955739972338; 0.9286713286713286; 0.9169523545761168
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; 6; svd_trunc_diff; svdn; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.55789474 0.55263158 0.56914894 0.46808511 0.52659574]; 0.5254777070063694; 0.4968152866242038; 0.5725190839694656; 0.6129374337221634; 0.6122881355932204; 0.6133474576271186; 0.4879725085910652; 0.5035460992907801; 0.5234493502234248; 0.5123456790123456; 0.50920245398773; 0.4963230812985008; 0.5686777920410784; 0.5708762886597938; 0.5724984458374346
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; 6; svd_trunc_diff; svdn; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.58510638 0.5212766  0.60638298 0.54255319 0.50531915]; 0.45686900958466453; 0.46325878594249204; 0.7841634738186463; 1.0; 1.0; 1.0; 0.4407894736842105; 0.4240506329113924; 0.4571866067782768; 0.43243243243243246; 0.378698224852071; 0.47059911242603547; 0.7805194805194805; 0.7540777917189461; 0.7847111975499803
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 912; 304; 304; 0.6; 0.2; 0.2; [0.54347826 0.54395604 0.54395604 0.60989011 0.56593407]; 0.5131578947368421; 0.4342105263157895; 0.781578947368421; 0.9868131868131869; 0.9846491228070176; 0.9868421052631579; 0.5286624203821656; 0.5886524822695035; 0.5182526215028499; 0.4880952380952381; 0.5125; 0.4298611111111111; 0.7871794871794872; 0.8110964332892999; 0.7816950056354757
svm_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; 6; svd_trunc_diff; svdne; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.9010989  0.87912088 0.91208791 0.86263736 0.91758242]; 0.8151815181518152; 0.8514851485148515; 0.8700527704485488; 0.8983050847457626; 0.9318681318681319; 0.8945054945054945; 0.8343195266272188; 0.9215686274509803; 0.8141176470588235; 0.8606811145510835; 0.9084967320261438; 0.8509150326797384; 0.8772585669781932; 0.9250985545335085; 0.8698340454786748
ensemble_model_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; 6; svd_trunc_diff; svdne; 918; 306; 306; 0.6; 0.2; 0.2; [0.85869565 0.81521739 0.86413043 0.85869565 0.84065934]; 0.9052287581699346; 0.8725490196078431; 0.8875816993464052; 0.8895966029723992; 0.9128540305010894; 0.8867102396514163; 0.9090909090909091; 0.9539473684210527; 0.9055451127819549; 0.8800000000000001; 0.934640522875817; 0.8725490196078431; 0.8915510718789408; 0.925392670157068; 0.887631060927098
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 846; 282; 282; 0.6; 0.2; 0.2; [0.87058824 0.83529412 0.90588235 0.86904762 0.86904762]; 0.851063829787234; 0.8652482269503546; 0.9319148936170213; 0.9810874704491725; 0.9810874704491725; 0.9810874704491725; 0.8455882352941176; 0.8712121212121212; 0.8522727272727272; 0.8633093525179856; 0.8759124087591241; 0.8655424112761138; 0.9312320916905444; 0.9393063583815029; 0.9320487223662389
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; 8; svd_trunc_diff; svd; 1190; 396; 396; 0.6004036326942482; 0.19979818365287588; 0.19979818365287588; [0.90336134 0.88235294 0.8907563  0.8907563  0.92436975]; 0.8383838383838383; 0.8055555555555556; 0.8708375378405651; 0.908802537668517; 0.9630252100840336; 0.9033613445378152; 0.8483412322274881; 0.8861386138613861; 0.8373992038379094; 0.8; 0.850828729281768; 0.8091352948734422; 0.8762088974854931; 0.9263803680981595; 0.8715567179136215
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; 8; svd_trunc_diff; svd; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.90416667 0.92083333 0.9        0.87394958 0.88235294]; 0.8241206030150754; 0.8316582914572864; 0.8975903614457831; 0.9442131557035804; 0.9481605351170569; 0.943979933110368; 0.8401826484018264; 0.9019607843137255; 0.8221144127754195; 0.8459770114942529; 0.934010152284264; 0.8326767179331769; 0.9016393442622951; 0.9359359359359359; 0.8974745137887132
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 1080; 360; 360; 0.6; 0.2; 0.2; [0.90277778 0.85648148 0.89351852 0.81944444 0.84722222]; 0.8888888888888888; 0.875; 0.9094444444444445; 0.9281767955801106; 0.9333333333333333; 0.9277777777777778; 0.8901098901098902; 0.9310344827586207; 0.8902484241750092; 0.8767123287671232; 0.9248554913294798; 0.8768662483385367; 0.9101928374655647; 0.9312288613303269; 0.9097546278174088
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; 8; svd_trunc_diff; svdn; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.54296875 0.50390625 0.546875   0.56299213 0.48818898]; 0.5105882352941177; 0.48; 0.5432737535277516; 0.6241331484049931; 0.7053291536050157; 0.5752351097178684; 0.5140186915887851; 0.5699481865284974; 0.5155775415401107; 0.5424430641821946; 0.5900900900900901; 0.4748480007100696; 0.5873353166170846; 0.6562203228869895; 0.5443263776597109
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; 8; svd_trunc_diff; svdn; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.56302521 0.54201681 0.5720339  0.56779661 0.47881356]; 0.4949238578680203; 0.5329949238578681; 0.8057809330628803; 1.0; 1.0; 1.0; 0.5339578454332553; 0.6031746031746031; 0.49914827719705773; 0.5874439461883408; 0.6421568627450981; 0.5289731682146543; 0.8138065143412737; 0.849746192893401; 0.8058254773990814
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 1114; 371; 371; 0.6002155172413793; 0.19989224137931033; 0.19989224137931033; [0.46875    0.5625     0.57207207 0.5990991  0.54054054]; 0.49865229110512127; 0.46900269541778977; 0.7817887931034483; 0.9802158273381295; 0.9784560143626571; 0.9802513464991024; 0.5026737967914439; 0.5222222222222223; 0.49933100639906924; 0.44507042253521123; 0.44886363636363635; 0.46802156177156173; 0.7800108636610538; 0.7864184008762322; 0.7818624347965465
svm_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; 8; svd_trunc_diff; svdne; 1100; 366; 366; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.86818182 0.85454545 0.89090909 0.86818182 0.91363636]; 0.8415300546448088; 0.860655737704918; 0.8962882096069869; 0.9288849868305531; 0.9618181818181818; 0.9263636363636364; 0.8388888888888889; 0.8988095238095238; 0.8458694083694083; 0.8654353562005278; 0.8817204301075269; 0.860304659498208; 0.8988285410010649; 0.9336283185840708; 0.8967710558437595
ensemble_model_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; 8; svd_trunc_diff; svdne; 1140; 380; 380; 0.6; 0.2; 0.2; [0.8377193  0.84649123 0.87280702 0.8245614  0.85087719]; 0.9; 0.8631578947368421; 0.9057894736842105; 0.9232096635030198; 0.9385964912280702; 0.9219298245614036; 0.9095238095238095; 0.9794871794871794; 0.8978516978516979; 0.8737864077669905; 0.9574468085106383; 0.8641400709219859; 0.9100954294324459; 0.950682056663169; 0.905647258532218
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 1102; 367; 367; 0.6002178649237473; 0.19989106753812635; 0.19989106753812635; [0.85585586 0.82727273 0.88181818 0.83181818 0.80909091]; 0.9046321525885559; 0.9019073569482289; 0.9101307189542484; 0.9157706093189963; 0.9274047186932849; 0.9147005444646099; 0.9156626506024097; 0.9743589743589743; 0.8999701848539059; 0.9037433155080212; 0.9602272727272727; 0.9041974059971442; 0.9133858267716536; 0.9436008676789588; 0.9099842412793044
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; 10; svd_trunc_diff; svd; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.88387097 0.85806452 0.86451613 0.87741935 0.88709677]; 0.8716707021791767; 0.8135593220338984; 0.8792087542087542; 0.9020586400499065; 0.9329032258064516; 0.8987096774193548; 0.8869936034115139; 0.9765258215962441; 0.868262910798122; 0.8292682926829268; 0.935; 0.8172652582159624; 0.8862465319064606; 0.9410774410774411; 0.8792087542087542
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; 10; svd_trunc_diff; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.87748344 0.83774834 0.86092715 0.87417219 0.84666667]; 0.8755760368663594; 0.8732718894009217; 0.9010942760942761; 0.918075422626788; 0.9363395225464191; 0.916445623342175; 0.8805309734513274; 0.8963963963963963; 0.8750849906510283; 0.8764044943820224; 0.9198113207547169; 0.8743200747917729; 0.9034907597535935; 0.9259259259259259; 0.9010942760942762
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.8869863  0.89383562 0.92808219 0.92465753 0.9109589 ]; 0.8056768558951966; 0.8296943231441049; 0.8968855218855218; 0.9477211796246648; 0.9684931506849315; 0.9465753424657534; 0.8265107212475634; 0.9298245614035088; 0.8062166285278414; 0.8421052631578947; 0.9043478260869565; 0.8293668954996186; 0.9019607843137256; 0.9486531986531986; 0.896885521885522
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; 10; svd_trunc_diff; svdn; 1512; 504; 504; 0.6; 0.2; 0.2; [0.48684211 0.56953642 0.49668874 0.52317881 0.48013245]; 0.5046296296296297; 0.49074074074074076; 0.5917508417508418; 0.6546391752577321; 0.671957671957672; 0.6455026455026455; 0.5158371040723981; 0.5; 0.5049019607843137; 0.4930875576036866; 0.5245098039215687; 0.49251805985552116; 0.600494233937397; 0.6136363636363636; 0.5917508417508418
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; 10; svd_trunc_diff; svdn; 1524; 508; 508; 0.6; 0.2; 0.2; [0.49673203 0.50326797 0.53618421 0.50986842 0.51644737]; 0.4788732394366197; 0.5164319248826291; 0.8198653198653199; 1.0; 1.0; 1.0; 0.5044642857142857; 0.5280373831775701; 0.478641333098219; 0.5360360360360361; 0.5613207547169812; 0.5166416857697056; 0.8228476821192053; 0.8367003367003367; 0.8198653198653199
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 1554; 518; 518; 0.6; 0.2; 0.2; [0.57692308 0.5224359  0.55483871 0.53870968 0.58387097]; 0.5231143552311436; 0.48905109489051096; 0.8169191919191919; 0.9813983322642721; 0.9845559845559846; 0.9813384813384813; 0.5242718446601942; 0.5538461538461539; 0.5246082621082622; 0.5161290322580645; 0.5185185185185185; 0.48746438746438747; 0.8191268191268191; 0.8291245791245792; 0.8169191919191919
svm_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; 10; svd_trunc_diff; svdne; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.88235294 0.91176471 0.89542484 0.92105263 0.88815789]; 0.8023529411764706; 0.7717647058823529; 0.8808922558922558; 0.9364089775561099; 0.9842726081258192; 0.9331585845347313; 0.8212765957446809; 0.8894009216589862; 0.8004696915987239; 0.7886710239651417; 0.8701923076923077; 0.7738058312655087; 0.8882747729964469; 0.946969696969697; 0.880892255892256
ensemble_model_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; 10; svd_trunc_diff; svdne; 1372; 457; 457; 0.600174978127734; 0.199912510936133; 0.199912510936133; [0.85507246 0.87591241 0.89781022 0.88686131 0.80656934]; 0.8927789934354485; 0.8577680525164114; 0.8972003499562554; 0.9141234918381832; 0.9387755102040817; 0.9118075801749272; 0.8868360277136259; 0.8687782805429864; 0.8920162589155609; 0.8602150537634409; 0.8583690987124464; 0.8577559779276518; 0.8981361074989163; 0.9087719298245615; 0.8972306420501516
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 1574; 524; 524; 0.6003051106025934; 0.19984744469870327; 0.19984744469870327; [0.85443038 0.85126582 0.87898089 0.87579618 0.81210191]; 0.9052369077306733; 0.8802992518703242; 0.9053030303030303; 0.9136109384711001; 0.9339263024142312; 0.9116899618805591; 0.9068627450980391; 0.9585492227979274; 0.9071592267835792; 0.8933333333333332; 0.9663461538461539; 0.8769554603427661; 0.9087961086339683; 0.9436026936026936; 0.9053030303030303
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; 12; svd_trunc_diff; svd; 1902; 634; 634; 0.6; 0.2; 0.2; [0.87696335 0.91578947 0.88421053 0.93684211 0.91315789]; 0.7848101265822784; 0.8059071729957806; 0.8930976430976431; 0.9210658622423328; 0.9631966351209253; 0.9174553101997897; 0.8060836501901141; 0.8833333333333333; 0.7835470085470085; 0.8257575757575758; 0.9316239316239316; 0.8074786324786325; 0.8990461049284579; 0.952020202020202; 0.8930976430976431
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; 12; svd_trunc_diff; svd; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.90163934 0.89285714 0.9010989  0.90934066 0.88736264]; 0.8014440433212996; 0.7833935018050542; 0.9053030303030303; 0.9407965554359526; 0.9593852908891328; 0.9396267837541165; 0.8264984227129337; 0.9225352112676056; 0.7983046426708398; 0.8051948051948052; 0.9185185185185185; 0.7867240479916537; 0.90938380990737; 0.9503367003367004; 0.9053030303030303
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svd; 40; 130; 170; zones; svd_trunc_diff; svd; 1688; 562; 562; 0.6002844950213371; 0.19985775248933144; 0.19985775248933144; [0.86390533 0.8964497  0.88757396 0.88757396 0.86011905]; 0.872093023255814; 0.8837209302325582; 0.9061447811447811; 0.9196067090803933; 0.9419431279620853; 0.9176540284360188; 0.8817204301075269; 0.9534883720930233; 0.8720930232558138; 0.8936170212765957; 0.9767441860465116; 0.883720930232558; 0.9099717400080742; 0.9486531986531986; 0.906144781144781
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; 12; svd_trunc_diff; svdn; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.51396648 0.56703911 0.49162011 0.53651685 0.54213483]; 0.488135593220339; 0.46779661016949153; 0.7302188552188552; 0.8142777467930842; 0.8174692049272116; 0.8135498320268757; 0.4626334519572954; 0.41935483870967744; 0.4918202764976959; 0.43727598566308246; 0.4357142857142857; 0.46624423963133643; 0.7275818104547387; 0.7205387205387206; 0.7302188552188551
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; 12; svd_trunc_diff; svdn; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.49453552 0.5273224  0.53825137 0.56010929 0.55769231]; 0.4635036496350365; 0.5109489051094891; 0.8817340067340067; 1.0; 1.0; 1.0; 0.46153846153846156; 0.4632352941176471; 0.463501705029838; 0.49624060150375937; 0.4782608695652174; 0.5111892583120204; 0.8812843261512463; 0.8779461279461279; 0.8817340067340068
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdn; 40; 130; 170; zones; svd_trunc_diff; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.52556818 0.50852273 0.46022727 0.49715909 0.50568182]; 0.4675324675324675; 0.4707792207792208; 0.8581649831649831; 0.9943117178612059; 0.9931818181818182; 0.9943181818181819; 0.4605263157894737; 0.445859872611465; 0.46796304888851387; 0.4758842443729904; 0.4900662251655629; 0.4711477622643101; 0.8579856721449642; 0.8569023569023569; 0.8581649831649831
svm_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; 12; svd_trunc_diff; svdne; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.85714286 0.85428571 0.85428571 0.85142857 0.85142857]; 0.9041533546325878; 0.9169329073482428; 0.8842592592592593; 0.8793388429752066; 0.912; 0.8748571428571428; 0.9074074074074076; 0.9363057324840764; 0.9040503021394741; 0.920245398773006; 0.9615384615384616; 0.9170749632533073; 0.8884381338742393; 0.9217171717171717; 0.8842592592592593
ensemble_model_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; 12; svd_trunc_diff; svdne; 1860; 620; 620; 0.6; 0.2; 0.2; [0.85752688 0.85752688 0.84677419 0.87365591 0.87365591]; 0.8333333333333334; 0.8798449612403101; 0.9234006734006734; 0.9418729817007536; 0.9408602150537635; 0.9419354838709677; 0.8313725490196078; 0.8617886178861789; 0.8345980126467931; 0.8847583643122676; 0.8814814814814815; 0.8797651309846433; 0.9235936188077246; 0.9259259259259259; 0.9234006734006734
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_trunc_diff_svdne; 40; 130; 170; zones; svd_trunc_diff; svdne; 1670; 556; 556; 0.6002875629043853; 0.19985621854780733; 0.19985621854780733; [0.8742515  0.88922156 0.87125749 0.88023952 0.88323353]; 0.830028328611898; 0.8555240793201133; 0.9019360269360269; 0.928235294117647; 0.9449101796407186; 0.9269461077844311; 0.84375; 0.9529411764705882; 0.8343940855030536; 0.8765133171912832; 0.9890710382513661; 0.8504178720668596; 0.9066880256307569; 0.9528619528619529; 0.9019360269360269
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; 4; svd_trunc_diff; svd; 570; 190; 190; 0.6; 0.2; 0.2; [0.85964912 0.8245614  0.86842105 0.87719298 0.85964912]; 0.8; 0.8421052631578947; 0.8463157894736842; 0.8712871287128714; 0.9263157894736842; 0.8631578947368421; 0.7978723404255319; 0.8426966292134831; 0.8025364334186228; 0.8453608247422681; 0.8631578947368421; 0.8421052631578947; 0.8522267206477733; 0.8976545842217484; 0.8469561902397723
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; 4; svd_trunc_diff; svd; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.87313433 0.8880597  0.85820896 0.87313433 0.87313433]; 0.8609865470852018; 0.7982062780269058; 0.8763440860215054; 0.9057750759878419; 0.8895522388059701; 0.9074626865671642; 0.8702928870292888; 0.9629629629629629; 0.8640901771336553; 0.8117154811715481; 0.8660714285714286; 0.7979005791505791; 0.8785211267605635; 0.8990990990990991; 0.8764657705834176
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 578; 192; 192; 0.6008316008316008; 0.1995841995841996; 0.1995841995841996; [0.73275862 0.82758621 0.81034483 0.80172414 0.79824561]; 0.8333333333333334; 0.828125; 0.893970893970894; 0.9380234505862646; 0.9688581314878892; 0.9359861591695501; 0.8504672897196263; 0.91; 0.8300000000000001; 0.8390243902439023; 0.8269230769230769; 0.8282342657342658; 0.8996062992125985; 0.9269776876267748; 0.8931263704658394
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; 4; svd_trunc_diff; svdn; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.47272727 0.55454545 0.57272727 0.46363636 0.56363636]; 0.4644808743169399; 0.46994535519125685; 0.5655021834061136; 0.66110183639399; 0.72; 0.6309090909090909; 0.5242718446601943; 0.5684210526315789; 0.4603468899521531; 0.5125628140703518; 0.5730337078651685; 0.47268706669854166; 0.603585657370518; 0.6601307189542484; 0.5652951187769053
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; 4; svd_trunc_diff; svdn; 534; 178; 178; 0.6; 0.2; 0.2; [0.47222222 0.5462963  0.48113208 0.53773585 0.55660377]; 0.5056179775280899; 0.47752808988764045; 0.7966292134831461; 1.0; 1.0; 1.0; 0.5368421052631579; 0.5862068965517241; 0.5073891625615764; 0.5230769230769231; 0.6; 0.4827956989247312; 0.8030467899891186; 0.8405466970387244; 0.7972134815570562
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 604; 201; 201; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.54918033 0.56557377 0.5        0.59166667 0.48333333]; 0.4626865671641791; 0.47761194029850745; 0.7813121272365805; 0.9884678747940692; 0.9933774834437086; 0.9884105960264902; 0.4953271028037384; 0.5520833333333334; 0.46651785714285715; 0.450261780104712; 0.45263157894736844; 0.47631578947368425; 0.782608695652174; 0.8032454361054767; 0.7817396771170659
svm_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; 4; svd_trunc_diff; svdne; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.9047619  0.89516129 0.91129032 0.90322581 0.91129032]; 0.7729468599033816; 0.8164251207729468; 0.8638996138996139; 0.9127725856697819; 0.9421221864951769; 0.9099678456591641; 0.8097165991902834; 0.9090909090909091; 0.7638238050609185; 0.8288288288288288; 0.8846153846153846; 0.8160941000746825; 0.8730873087308731; 0.9238095238095239; 0.8630789302022179
ensemble_model_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; 4; svd_trunc_diff; svdne; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.83636364 0.80555556 0.77777778 0.75       0.85185185]; 0.8611111111111112; 0.8777777777777778; 0.8802660753880266; 0.8927943760984183; 0.9372693726937269; 0.8874538745387454; 0.8730964467005077; 0.86; 0.86125; 0.872093023255814; 0.872093023255814; 0.8775358733300347; 0.8848614072494669; 0.9080962800875274; 0.8798908366729772
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.8442623  0.86666667 0.84166667 0.81666667 0.81666667]; 0.79; 0.79; 0.8962075848303394; 0.9672131147540983; 0.9800664451827242; 0.9667774086378739; 0.7666666666666667; 0.7582417582417582; 0.787377759854824; 0.7812500000000001; 0.7142857142857143; 0.7939849624060151; 0.8940936863543788; 0.8832997987927566; 0.8961053449409327
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; 6; svd_trunc_diff; svd; 866; 288; 288; 0.6005547850208044; 0.19972260748959778; 0.19972260748959778; [0.82758621 0.8908046  0.8045977  0.85465116 0.87209302]; 0.8333333333333334; 0.8159722222222222; 0.8502080443828016; 0.8676639815880322; 0.8706697459584296; 0.8672055427251733; 0.8509316770186335; 0.8838709677419355; 0.8291535289837497; 0.8295819935691318; 0.8431372549019608; 0.814161220043573; 0.8561917443408787; 0.8677462887989204; 0.8497076665107297
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; 6; svd_trunc_diff; svd; 906; 302; 302; 0.6; 0.2; 0.2; [0.83516484 0.78021978 0.87362637 0.8        0.84444444]; 0.8377483443708609; 0.8145695364238411; 0.8629139072847682; 0.8886462882096069; 0.8984547461368654; 0.8874172185430463; 0.831615120274914; 0.8231292517006803; 0.8373710774632432; 0.8082191780821918; 0.8082191780821918; 0.8143659992975062; 0.8619079386257504; 0.8659517426273459; 0.8629496933032017
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1010; 336; 336; 0.6004756242568371; 0.19976218787158145; 0.19976218787158145; [0.85643564 0.92079208 0.88118812 0.9009901  0.85148515]; 0.8571428571428571; 0.8363095238095238; 0.8947681331747919; 0.9278752436647174; 0.9425742574257425; 0.9267326732673268; 0.8702702702702703; 0.8895027624309392; 0.8544288005703082; 0.8441926345609065; 0.8869047619047619; 0.8363095238095237; 0.8987993138936535; 0.9203747072599532; 0.8943660975913291
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; 6; svd_trunc_diff; svdn; 918; 306; 306; 0.6; 0.2; 0.2; [0.52717391 0.51086957 0.5326087  0.5326087  0.50549451]; 0.4869281045751634; 0.4477124183006536; 0.7869281045751634; 1.0; 1.0; 1.0; 0.5015873015873016; 0.5; 0.4864864864864865; 0.44590163934426225; 0.4473684210526316; 0.44771018455228984; 0.788036410923277; 0.788036410923277; 0.7869222790490236
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; 6; svd_trunc_diff; svdn; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.57222222 0.5        0.49438202 0.51685393 0.49438202]; 0.48148148148148145; 0.5185185185185185; 0.8001345895020189; 1.0; 1.0; 1.0; 0.51875; 0.503030303030303; 0.47878787878787876; 0.5185185185185185; 0.5202702702702703; 0.5185243968801015; 0.8031809145129225; 0.7984189723320159; 0.8001723472389103
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.52020202 0.53030303 0.6010101  0.49489796 0.52040816]; 0.5274390243902439; 0.4573170731707317; 0.7935444579780755; 0.9939271255060729; 0.9959432048681541; 0.993914807302231; 0.5288753799392099; 0.5272727272727272; 0.5274400446179588; 0.46706586826347307; 0.4588235294117647; 0.4572598659717051; 0.7946698970321017; 0.7922705314009661; 0.7935554131206305
svm_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; 6; svd_trunc_diff; svdne; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.85465116 0.86627907 0.87790698 0.87058824 0.86470588]; 0.8315789473684211; 0.8491228070175438; 0.8590462833099579; 0.8741418764302059; 0.8925233644859814; 0.8714953271028036; 0.8321678321678321; 0.9296875; 0.8406399283439492; 0.8580858085808579; 0.9154929577464789; 0.8493548704816312; 0.8626110731373888; 0.9040114613180515; 0.8599727636260588
ensemble_model_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; 6; svd_trunc_diff; svdne; 986; 328; 328; 0.6004872107186358; 0.1997563946406821; 0.1997563946406821; [0.88383838 0.89393939 0.85353535 0.85204082 0.90816327]; 0.8262195121951219; 0.8140243902439024; 0.8775883069427527; 0.9180651530108588; 0.9432048681541582; 0.9158215010141987; 0.8143322475570033; 0.8278145695364238; 0.8263366632992853; 0.8087774294670846; 0.7771084337349398; 0.8144801427933959; 0.8773642464917634; 0.8876543209876543; 0.8777213912630579
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 870; 290; 290; 0.6; 0.2; 0.2; [0.87356322 0.88505747 0.87931034 0.87356322 0.8908046 ]; 0.7965517241379311; 0.7655172413793103; 0.8820689655172413; 0.9502262443438915; 0.9655172413793104; 0.9494252873563219; 0.8289855072463769; 0.9533333333333334; 0.7909523809523811; 0.7888198757763975; 0.9136690647482014; 0.7714040687979419; 0.8897485493230175; 0.9530386740331491; 0.8821667199366847
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; 8; svd_trunc_diff; svd; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.90725806 0.86585366 0.84146341 0.8699187  0.85365854]; 0.7853658536585366; 0.7951219512195122; 0.8391812865497076; 0.8773291925465838; 0.9172077922077922; 0.8717532467532467; 0.7696335078534032; 0.7101449275362319; 0.7861069465267366; 0.7789473684210527; 0.751269035532995; 0.7934748933533519; 0.8390243902439024; 0.8431372549019608; 0.8392042863657091
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; 8; svd_trunc_diff; svd; 1264; 421; 421; 0.6001899335232669; 0.19990503323836656; 0.19990503323836656; [0.80314961 0.86220472 0.85714286 0.82539683 0.82539683]; 0.8764845605700713; 0.8598574821852731; 0.9278252611585945; 0.9672785315243415; 0.9588607594936709; 0.9675632911392404; 0.8773584905660377; 0.9117647058823529; 0.8775413391162916; 0.864367816091954; 0.8995215311004785; 0.8601381240408053; 0.928030303030303; 0.937799043062201; 0.9279004640381693
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1284; 428; 428; 0.6; 0.2; 0.2; [0.8875969  0.87596899 0.875      0.875      0.875     ]; 0.8200934579439252; 0.8341121495327103; 0.8869158878504673; 0.9261006289308176; 0.9174454828660437; 0.926791277258567; 0.8372093023255814; 0.9252336448598131; 0.8200934579439253; 0.8473118279569892; 0.9248826291079812; 0.8345343378098046; 0.890497737556561; 0.9204864359214219; 0.88694723290002
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; 8; svd_trunc_diff; svdn; 1152; 384; 384; 0.6; 0.2; 0.2; [0.48275862 0.52608696 0.47391304 0.49130435 0.50434783]; 0.4973958333333333; 0.5052083333333334; 0.5171875; 0.6289222373806276; 0.8003472222222222; 0.5277777777777778; 0.5884861407249466; 0.7301587301587301; 0.500976800976801; 0.6058091286307055; 0.776595744680851; 0.5107468519322623; 0.6164666942490691; 0.7817418677859391; 0.5191025781535694
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; 8; svd_trunc_diff; svdn; 1224; 408; 408; 0.6; 0.2; 0.2; [0.48373984 0.50813008 0.50819672 0.4795082  0.46721311]; 0.5024509803921569; 0.49264705882352944; 0.7990196078431373; 1.0; 1.0; 1.0; 0.5012285012285013; 0.4700460829493088; 0.5046565493280575; 0.4963503649635037; 0.5074626865671642; 0.4928617780661908; 0.7992164544564152; 0.7922330097087379; 0.7990868018840719
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 1088; 362; 362; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.50917431 0.49541284 0.52752294 0.55045872 0.54166667]; 0.5220994475138122; 0.5027624309392266; 0.7908388520971302; 0.9760147601476015; 0.9724264705882353; 0.9761029411764706; 0.509915014164306; 0.46153846153846156; 0.5271764163979733; 0.5027624309392266; 0.52; 0.5033155080213904; 0.7893274041133963; 0.7768052516411379; 0.7909638730366045
svm_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; 8; svd_trunc_diff; svdne; 1242; 414; 414; 0.6; 0.2; 0.2; [0.84       0.85080645 0.80241935 0.84274194 0.83064516]; 0.8743961352657005; 0.8792270531400966; 0.8516908212560387; 0.8471290082028337; 0.9146537842190016; 0.8349436392914654; 0.8712871287128714; 0.9025641025641026; 0.8759395855286266; 0.885321100917431; 0.9061032863849765; 0.8784247775208465; 0.8592388812471344; 0.9105928085519922; 0.8520303139782055
ensemble_model_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; 8; svd_trunc_diff; svdne; 1026; 342; 342; 0.6; 0.2; 0.2; [0.7961165  0.80097087 0.84466019 0.78431373 0.76960784]; 0.8713450292397661; 0.8742690058479532; 0.8701754385964913; 0.8725212464589235; 0.9005847953216374; 0.868421052631579; 0.8784530386740331; 0.9298245614035088; 0.8713450292397661; 0.8834688346883469; 0.9421965317919075; 0.8734651298012791; 0.8759776536312849; 0.9148191365227538; 0.8700707640409784
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 1170; 390; 390; 0.6; 0.2; 0.2; [0.81196581 0.83333333 0.81623932 0.81623932 0.84188034]; 0.8589743589743589; 0.8769230769230769; 0.88; 0.8907422852376982; 0.9128205128205128; 0.888034188034188; 0.8614609571788412; 0.8814432989690721; 0.8590889964233116; 0.8811881188118812; 0.9035532994923858; 0.8766471160674365; 0.883; 0.9047131147540983; 0.8799746271922443
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; 10; svd_trunc_diff; svd; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.81410256 0.82051282 0.83653846 0.85576923 0.8483871 ]; 0.8753056234718827; 0.8728606356968215; 0.8560606060606061; 0.8503443957420163; 0.8716302952503209; 0.8465982028241335; 0.8879120879120879; 0.9619047619047619; 0.872912179947356; 0.8767772511848341; 0.9296482412060302; 0.8743479301268245; 0.8617623282134196; 0.8973063973063973; 0.8560606060606061
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; 10; svd_trunc_diff; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.83333333 0.77666667 0.83333333 0.7852349  0.80201342]; 0.9272727272727272; 0.8954545454545455; 0.8800505050505051; 0.8649706457925638; 0.8863636363636364; 0.8616310160427808; 0.9195979899497487; 0.8926829268292683; 0.9250648676699533; 0.8986784140969162; 0.8680851063829788; 0.8974571873378309; 0.8805031446540881; 0.8838383838383839; 0.8800505050505052
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.84437086 0.83774834 0.80794702 0.85430464 0.85666667]; 0.8571428571428571; 0.9262672811059908; 0.8905723905723906; 0.8924870466321244; 0.9137931034482759; 0.889920424403183; 0.8719008264462811; 0.9768518518518519; 0.8576919809717976; 0.9313304721030042; 0.9954128440366973; 0.9259471627590894; 0.8957497995188451; 0.9402356902356902; 0.8905723905723906
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; 10; svd_trunc_diff; svdn; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.5        0.55629139 0.5        0.54304636 0.52666667]; 0.49539170506912444; 0.4861751152073733; 0.5286195286195287; 0.5719696969696969; 0.6007957559681698; 0.5503978779840849; 0.5186813186813187; 0.5488372093023256; 0.49587979186577463; 0.5055432372505544; 0.5205479452054794; 0.48585536795157686; 0.5502008032128514; 0.5765993265993266; 0.5286195286195285
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; 10; svd_trunc_diff; svdn; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.52054795 0.5239726  0.51712329 0.51369863 0.52054795]; 0.5131004366812227; 0.4781659388646288; 0.8055555555555556; 1.0; 1.0; 1.0; 0.512035010940919; 0.5246636771300448; 0.5133956683522565; 0.5010438413361169; 0.5106382978723404; 0.47729224310657375; 0.807178631051753; 0.813973063973064; 0.8055555555555556
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 1676; 558; 558; 0.6002865329512894; 0.1998567335243553; 0.1998567335243553; [0.47321429 0.49107143 0.48214286 0.50598802 0.49401198]; 0.5342857142857143; 0.5171428571428571; 0.8598484848484849; 0.9994029850746269; 0.9988066825775657; 0.9994033412887828; 0.5356125356125355; 0.5562130177514792; 0.535012586223806; 0.5344352617079889; 0.5359116022099447; 0.516476511164144; 0.8606111343658435; 0.8653198653198653; 0.8598484848484848
svm_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; 10; svd_trunc_diff; svdne; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.87908497 0.88562092 0.86601307 0.84313725 0.87171053]; 0.7924528301886793; 0.8066037735849056; 0.8484848484848485; 0.8772609819121447; 0.8887434554973822; 0.8756544502617802; 0.8211382113821137; 0.9017857142857143; 0.7858928571428571; 0.8185840707964602; 0.925; 0.8129464285714286; 0.85553772070626; 0.8973063973063973; 0.8484848484848484
ensemble_model_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; 10; svd_trunc_diff; svdne; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.83557047 0.84563758 0.82885906 0.83221477 0.80872483]; 0.8577878103837472; 0.8555304740406321; 0.8800505050505051; 0.8960526315789473; 0.9140939597315436; 0.8939597315436243; 0.8467153284671532; 0.8093023255813954; 0.8564055487556099; 0.8565022421524663; 0.8377192982456141; 0.8560689514483885; 0.8801009676062264; 0.8804713804713805; 0.8800505050505051
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.82214765 0.86577181 0.84228188 0.83221477 0.87162162]; 0.8626126126126126; 0.8333333333333334; 0.8779461279461279; 0.900577293136626; 0.9435483870967742; 0.8958333333333334; 0.8676789587852495; 0.9174311926605505; 0.8635828529674434; 0.8458333333333333; 0.8982300884955752; 0.8321425671835674; 0.884; 0.9301346801346801; 0.8779461279461278
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; 12; svd_trunc_diff; svd; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.81638418 0.82768362 0.86158192 0.81073446 0.85795455]; 0.8980263157894737; 0.868421052631579; 0.8493265993265994; 0.8459473966720344; 0.8914027149321267; 0.8376696832579185; 0.8963210702341137; 0.9178082191780822; 0.8987775273105602; 0.8780487804878048; 0.9113924050632911; 0.8666551066412346; 0.8562248995983935; 0.8973063973063973; 0.8493265993265993
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; 12; svd_trunc_diff; svd; 1800; 600; 600; 0.6; 0.2; 0.2; [0.86666667 0.825      0.88888889 0.85833333 0.83055556]; 0.8854166666666666; 0.8298611111111112; 0.8783670033670034; 0.8890080428954424; 0.9211111111111111; 0.885; 0.887372013651877; 0.9154929577464789; 0.8858286706540613; 0.8444444444444443; 0.910958904109589; 0.8287188886745128; 0.8831378892033966; 0.9191919191919192; 0.8783670033670035
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svd; 40; 160; 200; zones; svd_trunc_diff; svd; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.87068966 0.84195402 0.82758621 0.86206897 0.87572254]; 0.8401253918495298; 0.8432601880877743; 0.8893097643097643; 0.9103982300884955; 0.9470655926352128; 0.906789413118527; 0.8338762214983713; 0.810126582278481; 0.8398458998348926; 0.8397435897435896; 0.8136645962732919; 0.8435411588961396; 0.8916357643180883; 0.9107744107744108; 0.8893097643097644
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; 12; svd_trunc_diff; svdn; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.52556818 0.54545455 0.50284091 0.51714286 0.54857143]; 0.47096774193548385; 0.4806451612903226; 0.5723905723905723; 0.6772536198038299; 0.8257403189066059; 0.606492027334852; 0.5591397849462365; 0.6582278481012658; 0.467271818787475; 0.558904109589041; 0.6710526315789473; 0.48426049300466356; 0.6469770674079222; 0.7836700336700336; 0.5723905723905724
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; 12; svd_trunc_diff; svdn; 1824; 608; 608; 0.6; 0.2; 0.2; [0.46448087 0.55191257 0.53571429 0.49450549 0.49450549]; 0.5; 0.5253623188405797; 0.8863636363636364; 0.9994514536478333; 0.9989035087719298; 0.9994517543859649; 0.5140845070422535; 0.5328467153284672; 0.5002363073045214; 0.5559322033898305; 0.5899280575539568; 0.5248910360762484; 0.8875936719400499; 0.8973063973063973; 0.8863636363636364
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdn; 40; 160; 200; zones; svd_trunc_diff; svdn; 1750; 583; 583; 0.6001371742112482; 0.19993141289437585; 0.19993141289437585; [0.53714286 0.52       0.52       0.49142857 0.53714286]; 0.5175718849840255; 0.5015974440894568; 0.8665824915824916; 0.9942857142857143; 0.9942857142857143; 0.9942857142857143; 0.5081433224755699; 0.49056603773584906; 0.5180102915951972; 0.5031847133757962; 0.512987012987013; 0.501776525361431; 0.8663011387600168; 0.8644781144781145; 0.8665824915824917
svm_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; 12; svd_trunc_diff; svdne; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.87288136 0.83522727 0.86647727 0.85795455 0.85795455]; 0.8306188925081434; 0.8403908794788274; 0.8518518518518519; 0.8671254632080465; 0.9296254256526674; 0.8575482406356414; 0.8129496402877697; 0.7290322580645161; 0.8316213921901527; 0.8280701754385964; 0.7763157894736842; 0.8397707979626485; 0.8564437194127243; 0.8838383838383839; 0.8518518518518519
ensemble_model_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; 12; svd_trunc_diff; svdne; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.88315217 0.88043478 0.84153005 0.85245902 0.88251366]; 0.7785977859778598; 0.8302583025830258; 0.8733164983164983; 0.8945375878853435; 0.9018538713195202; 0.8936750272628136; 0.8089171974522292; 0.9338235294117647; 0.7780228758169935; 0.8516129032258065; 0.9777777777777777; 0.8308006535947713; 0.8782854832187628; 0.9141414141414141; 0.8733164983164984
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_trunc_diff_svdne; 40; 160; 200; zones; svd_trunc_diff; svdne; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.82880435 0.85519126 0.81967213 0.83879781 0.83606557]; 0.8786764705882353; 0.8713235294117647; 0.8876262626262627; 0.8944297082228118; 0.9203056768558951; 0.8913755458515285; 0.8808664259927799; 0.8840579710144928; 0.8785961496863508; 0.8679245283018869; 0.8582089552238806; 0.8711334631191868; 0.8899876390605687; 0.9090909090909091; 0.8876262626262627
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; 4; ipca_diff; svd; 584; 194; 194; 0.6008230452674898; 0.19958847736625515; 0.19958847736625515; [1. 1. 1. 1. 1.]; 0.5721649484536082; 0.5257731958762887; 0.8199588477366255; 1.0; 1.0; 1.0; 0.7067137809187279; 0.970873786407767; 0.545876453643444; 0.6434108527131783; 1.0; 0.5855855855855856; 0.8444444444444444; 0.9937238493723849; 0.8227728558602816
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; 4; ipca_diff; svd; 624; 208; 208; 0.6; 0.2; 0.2; [1. 1. 1. 1. 1.]; 0.7067307692307693; 0.6971153846153846; 0.8807692307692307; 1.0; 1.0; 1.0; 0.7680608365019013; 0.8632478632478633; 0.6843711843711844; 0.7149321266968326; 0.8229166666666666; 0.7061011904761905; 0.888086642599278; 0.9371428571428572; 0.8802219140083218
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [1.         0.97413793 0.98275862 0.98275862 0.96551724]; 0.7409326424870466; 0.7357512953367875; 0.8944099378881988; 0.9982788296041308; 1.0; 0.9982758620689655; 0.7844827586206897; 0.9381443298969072; 0.739905498281787; 0.7713004484304932; 0.9247311827956989; 0.7423655913978495; 0.9015444015444014; 0.9729166666666667; 0.8948945473251029
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; 4; ipca_diff; svdn; 588; 196; 196; 0.6; 0.2; 0.2; [0.96610169 0.92372881 0.91525424 0.94915254 0.95689655]; 0.47959183673469385; 0.44387755102040816; 0.7846938775510204; 1.0; 1.0; 1.0; 0.6194029850746269; 0.8217821782178217; 0.46878582595101614; 0.540084388185654; 0.7272727272727273; 0.4701178451178451; 0.8069533394327538; 0.9130434782608695; 0.7865016184060887
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; 4; ipca_diff; svdn; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.98275862 0.95689655 0.98245614 0.99122807 0.97368421]; 0.5287958115183246; 0.418848167539267; 0.7897489539748954; 1.0; 1.0; 1.0; 0.6785714285714286; 0.9223300970873787; 0.4952559576345985; 0.5714285714285714; 0.961038961038961; 0.5068352699931647; 0.8194070080862534; 0.9764453961456103; 0.7939486694429483
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 614; 204; 204; 0.6007827788649707; 0.19960861056751467; 0.19960861056751467; [0.84677419 0.87903226 0.89344262 0.8852459  0.8852459 ]; 0.5147058823529411; 0.47549019607843135; 0.7984344422700587; 1.0; 1.0; 1.0; 0.5991902834008096; 0.6981132075471698; 0.5072198690797074; 0.5114155251141552; 0.5773195876288659; 0.480248578861162; 0.8092592592592592; 0.8568627450980392; 0.7985485600490196
svm_model_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; 4; ipca_diff; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.9921875  1.         0.9609375  1.         0.98412698]; 0.6981132075471698; 0.6933962264150944; 0.8773584905660378; 0.9984301412872841; 1.0; 0.9984276729559749; 0.7264957264957265; 0.8854166666666666; 0.7142600574712643; 0.749034749034749; 0.9065420560747663; 0.6913662661326212; 0.8849557522123894; 0.9596928982725528; 0.8787332765945325
ensemble_model_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; 4; ipca_diff; svdne; 592; 197; 197; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [1.         0.98305085 1.         1.         1.        ]; 0.7918781725888325; 0.6954314720812182; 0.8975659229208925; 1.0; 1.0; 1.0; 0.8284518828451882; 0.9339622641509434; 0.780167945262285; 0.7435897435897436; 0.90625; 0.7006497524752475; 0.9051643192488263; 0.9678714859437751; 0.8968455790374613
ensemble_model_v2_N40_B0_E40_nb_zones_4_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 622; 207; 207; 0.6003861003861004; 0.1998069498069498; 0.1998069498069498; [0.97619048 1.         1.         1.         1.        ]; 0.7294685990338164; 0.7391304347826086; 0.8938223938223938; 1.0; 1.0; 1.0; 0.7431192660550459; 0.8804347826086957; 0.7445652173913044; 0.7672413793103448; 0.8317757009345794; 0.7358878504672898; 0.8973880597014925; 0.9431372549019608; 0.8945724297323492
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; 6; ipca_diff; svd; 948; 316; 316; 0.6; 0.2; 0.2; [1.         1.         0.99473684 0.99473684 1.        ]; 0.5443037974683544; 0.509493670886076; 0.810126582278481; 0.9989462592202318; 1.0; 0.998945147679325; 0.6555023923444976; 0.9072847682119205; 0.5597029901665663; 0.6172839506172839; 0.8802816901408451; 0.5435891209324915; 0.8306997742663658; 0.9595827900912647; 0.8143547406790886
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; 6; ipca_diff; svd; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [1.         0.98876404 0.99438202 0.98876404 1.        ]; 0.6767676767676768; 0.7037037037037037; 0.8761776581426649; 1.0; 1.0; 1.0; 0.7333333333333334; 0.9230769230769231; 0.6855644355644356; 0.7541899441340784; 0.9246575342465754; 0.7073618797060691; 0.8857142857142858; 0.9700680272108844; 0.8771778218611013
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.99462366 1.         1.         0.99456522 0.99456522]; 0.7045454545454546; 0.7142857142857143; 0.8837662337662338; 1.0; 1.0; 1.0; 0.7730673316708229; 0.9872611464968153; 0.6989285864934407; 0.7731958762886598; 0.974025974025974; 0.7142857142857143; 0.8955049620548746; 0.9922380336351876; 0.8833419633625743
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; 6; ipca_diff; svdn; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.96629213 0.93820225 0.9494382  0.92613636 0.94886364]; 0.49491525423728816; 0.49491525423728816; 0.787940379403794; 0.9833147942157954; 0.9977426636568849; 0.9830699774266366; 0.6208651399491094; 0.8356164383561644; 0.49834513192976004; 0.6227848101265823; 0.8785714285714286; 0.5134792626728111; 0.8144635447540013; 0.9423868312757202; 0.789801180028757
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; 6; ipca_diff; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.89784946 0.9076087  0.92934783 0.91304348 0.91847826]; 0.5439739413680782; 0.5635179153094463; 0.8216145833333334; 1.0; 1.0; 1.0; 0.6276595744680851; 0.7421383647798742; 0.5366097229304776; 0.6649999999999999; 0.8471337579617835; 0.556900212314225; 0.8386336866902239; 0.9163449163449163; 0.8204912987521683
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 828; 276; 276; 0.6; 0.2; 0.2; [0.97590361 0.97590361 0.96987952 0.98192771 0.96341463]; 0.5434782608695652; 0.5688405797101449; 0.8210144927536231; 0.9975903614457832; 1.0; 0.9975845410628019; 0.6272189349112426; 0.8548387096774194; 0.5721561969439728; 0.6510263929618769; 0.8102189781021898; 0.5705771149503756; 0.836315440689198; 0.9348148148148148; 0.8234357762017336
svm_model_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; 6; ipca_diff; svdne; 894; 298; 298; 0.6; 0.2; 0.2; [0.99444444 0.99444444 0.99438202 0.98876404 0.97191011]; 0.6812080536912751; 0.7281879194630873; 0.8791946308724832; 0.9955357142857142; 0.9977628635346756; 0.9955257270693512; 0.7003154574132492; 0.7762237762237763; 0.6848860816602752; 0.7378640776699029; 0.8028169014084507; 0.7315366558324305; 0.8817345597897503; 0.9166666666666666; 0.8798372911169744
ensemble_model_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; 6; ipca_diff; svdne; 832; 277; 277; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [1.         0.9939759  1.         1.         0.98795181]; 0.7472924187725631; 0.7220216606498195; 0.8939393939393939; 1.0; 1.0; 1.0; 0.7770700636942676; 0.8970588235294118; 0.749947851481018; 0.7555555555555555; 0.8380281690140845; 0.7190140845070422; 0.8993839835728953; 0.946685878962536; 0.8938631706951409
ensemble_model_v2_N40_B0_E40_nb_zones_6_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 826; 275; 275; 0.6002906976744186; 0.1998546511627907; 0.1998546511627907; [1.         0.98192771 0.98192771 0.98780488 0.99390244]; 0.7963636363636364; 0.7563636363636363; 0.9098837209302325; 0.9987908101571946; 1.0; 0.9987893462469734; 0.8041958041958042; 0.8778625954198473; 0.8000424088210348; 0.7713310580204779; 0.8828125; 0.7645355017006803; 0.9118065433854906; 0.9538690476190477; 0.9108833874458875
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; 8; ipca_diff; svd; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.98809524 1.         1.         1.         0.996     ]; 0.6085918854415274; 0.5799522673031027; 0.8377862595419847; 1.0; 1.0; 1.0; 0.7152777777777777; 0.976303317535545; 0.605940120306234; 0.6912280701754385; 0.9609756097560975; 0.5879644403920675; 0.8585690515806988; 0.9875598086124402; 0.8382137768085988
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; 8; ipca_diff; svd; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [1.         0.99590164 0.99180328 0.99586777 1.        ]; 0.762962962962963; 0.7382716049382716; 0.9002961500493584; 1.0; 1.0; 1.0; 0.8032786885245901; 0.9289099526066351; 0.7556920897053794; 0.7675438596491228; 0.9162303664921466; 0.7478348094142977; 0.9064814814814816; 0.9693069306930693; 0.900499922039448
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.99186992 0.99590164 0.98770492 0.99180328 0.99590164]; 0.8722358722358723; 0.8255528255528255; 0.9395874263261297; 1.0; 1.0; 1.0; 0.8828828828828829; 0.9158878504672897; 0.8698610236792407; 0.8305489260143197; 0.8787878787878788; 0.8269537480063797; 0.9410071942446043; 0.9589442815249267; 0.9394918840990871
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; 8; ipca_diff; svdn; 1224; 408; 408; 0.6; 0.2; 0.2; [0.92276423 0.92276423 0.95081967 0.90983607 0.92213115]; 0.4730392156862745; 0.4362745098039216; 0.7818627450980392; 1.0; 1.0; 1.0; 0.6126126126126126; 0.821256038647343; 0.4678419496719302; 0.5818181818181819; 0.837696335078534; 0.4603228219171472; 0.8089308716187205; 0.9326732673267327; 0.7833269249255024
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; 8; ipca_diff; svdn; 1198; 399; 399; 0.6002004008016032; 0.1998997995991984; 0.1998997995991984; [0.92916667 0.91666667 0.9        0.89166667 0.90756303]; 0.5714285714285714; 0.5513784461152882; 0.8091182364729459; 0.9747351263243684; 0.998330550918197; 0.9741235392320534; 0.6241758241758242; 0.71; 0.5710804020100502; 0.6167023554603854; 0.7093596059113301; 0.5485573539760732; 0.8227082363890181; 0.8822355289421158; 0.8088240018956052
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 1054; 351; 351; 0.6002277904328018; 0.19988610478359908; 0.19988610478359908; [0.95754717 0.97169811 0.95238095 0.94285714 0.97142857]; 0.5299145299145299; 0.47863247863247865; 0.8006833712984055; 0.9981060606060606; 1.0; 0.9981024667931689; 0.611764705882353; 0.8280254777070064; 0.5583426357607197; 0.5869074492099323; 0.7514450867052023; 0.4824641163863089; 0.818087318087318; 0.9183197199533255; 0.8034312726574191
svm_model_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; 8; ipca_diff; svdne; 1194; 398; 398; 0.6; 0.2; 0.2; [0.99166667 0.99583333 1.         1.         1.        ]; 0.7989949748743719; 0.7286432160804021; 0.9055276381909547; 1.0; 1.0; 1.0; 0.8130841121495327; 0.883248730964467; 0.7998333207061141; 0.7641921397379913; 0.8536585365853658; 0.7247567294325793; 0.9096153846153846; 0.9469469469469469; 0.905360456319084
ensemble_model_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; 8; ipca_diff; svdne; 1340; 446; 446; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [1.         0.99626866 0.99626866 0.99626866 0.99253731]; 0.7152466367713004; 0.7107623318385651; 0.8853046594982079; 1.0; 1.0; 1.0; 0.7413441955193483; 0.8198198198198198; 0.7157134813384813; 0.7425149700598802; 0.8815165876777251; 0.7194816980941816; 0.8902229845626072; 0.9410698096101541; 0.8859467737156173
ensemble_model_v2_N40_B0_E40_nb_zones_8_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.99166667 0.99579832 1.         1.         1.        ]; 0.743073047858942; 0.7783375314861462; 0.904330312185297; 1.0; 1.0; 1.0; 0.7649769585253456; 0.8341708542713567; 0.7428430028932541; 0.7894736842105263; 0.859375; 0.7809070121951218; 0.9070450097847358; 0.939209726443769; 0.9045397981568195
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; 10; ipca_diff; svd; 1562; 520; 520; 0.6003074558032283; 0.19984627209838585; 0.19984627209838585; [1.         1.         1.         0.99358974 0.99679487]; 0.597051597051597; 0.5700245700245701; 0.8573232323232324; 1.0; 1.0; 1.0; 0.7050359712230215; 0.9702970297029703; 0.5997826611929485; 0.6924428822495606; 0.9609756097560975; 0.5671214682443855; 0.873836992928917; 0.9882154882154882; 0.8573232323232324
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; 10; ipca_diff; svd; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [1.         1.         0.99673203 0.99673203 0.99671053]; 0.6698113207547169; 0.7429245283018868; 0.8952020202020202; 1.0; 1.0; 1.0; 0.7388059701492538; 0.9658536585365853; 0.679273861231763; 0.7985212569316081; 0.9863013698630136; 0.7346140995656532; 0.9044145873320537; 0.9915824915824916; 0.8952020202020202
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 1534; 511; 511; 0.6001564945226917; 0.19992175273865415; 0.19992175273865415; [0.99675325 0.99675325 0.98366013 1.         0.99019608]; 0.8479809976247031; 0.828978622327791; 0.9427609427609428; 1.0; 1.0; 1.0; 0.8590308370044053; 0.9375; 0.849031690140845; 0.8468085106382979; 0.9342723004694836; 0.8277130733116648; 0.9446704637917006; 0.9772727272727273; 0.9427609427609428
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; 10; ipca_diff; svdn; 1578; 526; 526; 0.6; 0.2; 0.2; [0.93987342 0.91455696 0.92405063 0.92721519 0.93949045]; 0.49624060150375937; 0.48621553884711777; 0.8076599326599326; 0.9686539643515673; 0.9987325728770595; 0.967680608365019; 0.6391382405745063; 0.8725490196078431; 0.48755656108597284; 0.6292947558770343; 0.8923076923076924; 0.4951734539969834; 0.8330288637194009; 0.9595959595959596; 0.8076599326599326
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; 10; ipca_diff; svdn; 1378; 459; 459; 0.6001742160278746; 0.1999128919860627; 0.1999128919860627; [0.94927536 0.97101449 0.9057971  0.94565217 0.9379562 ]; 0.485838779956427; 0.5490196078431373; 0.8070557491289199; 1.0; 1.0; 1.0; 0.5902777777777778; 0.794392523364486; 0.5053595269883654; 0.6709062003179651; 0.854251012145749; 0.5238236192804216; 0.8284939992257064; 0.9304347826086956; 0.8068404279535625
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.91216216 0.91836735 0.91156463 0.92176871 0.91836735]; 0.497787610619469; 0.4823008849557522; 0.805976430976431; 1.0; 1.0; 1.0; 0.6024518388791594; 0.7610619469026548; 0.49778761061946897; 0.5937499999999999; 0.7566371681415929; 0.4823008849557522; 0.8239786177930507; 0.9082491582491582; 0.805976430976431
svm_model_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; 10; ipca_diff; svdne; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.9966443  0.9966443  0.99662162 1.         1.        ]; 0.8183856502242153; 0.8116591928251121; 0.9301346801346801; 0.9993265993265993; 1.0; 0.9993261455525607; 0.8322981366459627; 0.8739130434782608; 0.8165861513687601; 0.8149779735682819; 0.8564814814814815; 0.8130233494363929; 0.9314616019818333; 0.9494949494949495; 0.9301346801346801
ensemble_model_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; 10; ipca_diff; svdne; 1564; 521; 521; 0.6001534919416731; 0.19992325402916347; 0.19992325402916347; [1.         0.99363057 0.99038462 0.99679487 0.99358974]; 0.7315270935960592; 0.7413793103448276; 0.9099326599326599; 1.0; 1.0; 1.0; 0.7482678983833719; 0.8307692307692308; 0.7352898286547576; 0.7712418300653595; 0.8388625592417062; 0.737379997569571; 0.9128664495114006; 0.9436026936026936; 0.9099326599326599
ensemble_model_v2_N40_B0_E40_nb_zones_10_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 1532; 510; 510; 0.6003134796238244; 0.19984326018808776; 0.19984326018808776; [0.99675325 0.99019608 0.99673203 0.9869281  1.        ]; 0.7393364928909952; 0.7819905213270142; 0.914983164983165; 1.0; 1.0; 1.0; 0.7817460317460317; 0.9609756097560975; 0.7454647634033944; 0.8188976377952756; 0.9585253456221198; 0.7768236484208159; 0.9205974842767296; 0.9856902356902357; 0.914983164983165
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; 12; ipca_diff; svd; 1892; 630; 630; 0.600253807106599; 0.1998730964467005; 0.1998730964467005; [1.         0.9973545  0.9973545  1.         0.98941799]; 0.756198347107438; 0.78099173553719; 0.9528619528619529; 1.0; 1.0; 1.0; 0.7591836734693876; 0.7560975609756098; 0.7562000409920066; 0.790513833992095; 0.8403361344537815; 0.7819566851130697; 0.9531380753138076; 0.9587542087542088; 0.952861952861953
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; 12; ipca_diff; svd; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.99712644 0.99137931 0.99425287 1.         0.99132948]; 0.7617554858934169; 0.6959247648902821; 0.9271885521885522; 1.0; 1.0; 1.0; 0.8061224489795917; 0.9634146341463414; 0.7559008654602675; 0.7519181585677749; 0.9483870967741935; 0.7028520849724625; 0.9313764379214599; 0.9882154882154882; 0.9271885521885521
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svd; 40; 0; 40; zones; ipca_diff; svd; 1802; 600; 600; 0.6002664890073285; 0.19986675549633579; 0.19986675549633579; [0.99723757 0.98611111 0.99722222 0.98888889 0.99722222]; 0.7177700348432056; 0.7247386759581882; 0.9326599326599326; 1.0; 1.0; 1.0; 0.7679083094555873; 0.9054054054054054; 0.7116955084580984; 0.7655786350148368; 0.9280575539568345; 0.7309206688703092; 0.9356913183279743; 0.9797979797979798; 0.9326599326599325
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; 12; ipca_diff; svdn; 1774; 591; 591; 0.6001353179972937; 0.19993234100135318; 0.19993234100135318; [0.92696629 0.9241573  0.94350282 0.94067797 0.94632768]; 0.5282392026578073; 0.5813953488372093; 0.8872053872053872; 1.0; 1.0; 1.0; 0.6243386243386244; 0.7662337662337663; 0.5225726654298083; 0.6612903225806451; 0.8367346938775511; 0.5871985157699444; 0.8938193343898573; 0.9494949494949495; 0.8872053872053871
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; 12; ipca_diff; svdn; 1878; 626; 626; 0.6; 0.2; 0.2; [0.95212766 0.92021277 0.94946809 0.92021277 0.94385027]; 0.4578313253012048; 0.4899598393574297; 0.8897306397306397; 1.0; 1.0; 1.0; 0.6064139941690962; 0.859504132231405; 0.4688145661157025; 0.6297376093294461; 0.84375; 0.47972623966942146; 0.8978159126365055; 0.9688552188552189; 0.8897306397306396
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svdn; 40; 0; 40; zones; ipca_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.92937853 0.94350282 0.92372881 0.93785311 0.91193182]; 0.5328947368421053; 0.5789473684210527; 0.8863636363636364; 1.0; 1.0; 1.0; 0.6377551020408164; 0.8012820512820513; 0.5256410256410257; 0.6521739130434782; 0.8108108108108109; 0.5848925848925849; 0.8931962025316457; 0.9503367003367004; 0.8863636363636365
svm_model_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; 12; ipca_diff; svdne; 1636; 545; 545; 0.6001467351430667; 0.19992663242846662; 0.19992663242846662; [1.         0.99695122 0.99085366 1.         1.        ]; 0.7702702702702703; 0.7756756756756756; 0.9288720538720538; 0.9993891264508247; 1.0; 0.9993887530562346; 0.811529933481153; 0.9631578947368421; 0.7649122807017544; 0.8065268065268066; 0.9611111111111111; 0.7805555555555557; 0.9328565752880413; 0.9882154882154882; 0.928872053872054
ensemble_model_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; 12; ipca_diff; svdne; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.99435028 0.99717514 0.99435028 0.99431818 0.98863636]; 0.8098360655737705; 0.8065573770491803; 0.9507575757575758; 1.0; 1.0; 1.0; 0.8141025641025642; 0.8943661971830986; 0.8152812581007517; 0.8259587020648967; 0.8588957055214724; 0.8026872893804545; 0.9515928837401738; 0.968013468013468; 0.9507575757575758
ensemble_model_v2_N40_B0_E40_nb_zones_12_ipca_diff_svdne; 40; 0; 40; zones; ipca_diff; svdne; 1742; 580; 580; 0.600275671950379; 0.19986216402481047; 0.19986216402481047; [0.99428571 0.99712644 0.99425287 0.99712644 0.99425287]; 0.8138801261829653; 0.8580441640378549; 0.9562289562289562; 1.0; 1.0; 1.0; 0.8013468013468015; 0.7933333333333333; 0.8128343313373254; 0.8598130841121494; 0.8263473053892215; 0.8598403193612775; 0.9559322033898305; 0.9494949494949495; 0.9562289562289563
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; 4; ipca_diff; svd; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [1.         0.99206349 0.96031746 1.         0.97580645]; 0.7596153846153846; 0.7067307692307693; 0.8934740882917467; 1.0; 1.0; 1.0; 0.8015873015873015; 0.9805825242718447; 0.7617198335644939; 0.7336244541484717; 0.9545454545454546; 0.7397727272727272; 0.8997289972899729; 0.9880952380952381; 0.8964639759249424
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; 4; ipca_diff; svd; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.99206349 0.99206349 0.96825397 0.93650794 0.99193548]; 0.8325358851674641; 0.8325358851674641; 0.9330783938814532; 1.0; 1.0; 1.0; 0.8471615720524018; 0.9897959183673469; 0.8417448060305204; 0.851063829787234; 1.0; 0.8394495412844036; 0.935897435897436; 0.998046875; 0.9344166959269663
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 558; 186; 186; 0.6; 0.2; 0.2; [0.94642857 0.90178571 0.94642857 0.92857143 0.98181818]; 0.8494623655913979; 0.8709677419354839; 0.9440860215053763; 1.0; 1.0; 1.0; 0.8526315789473684; 0.9101123595505618; 0.8519633962701263; 0.870967741935484; 0.9; 0.871875; 0.9443254817987152; 0.962882096069869; 0.9443647768484938
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; 4; ipca_diff; svdn; 530; 176; 176; 0.6009070294784581; 0.19954648526077098; 0.19954648526077098; [0.76415094 0.8490566  0.8490566  0.87735849 0.86792453]; 0.5852272727272727; 0.6193181818181818; 0.8412698412698413; 1.0; 1.0; 1.0; 0.6331658291457286; 0.7590361445783133; 0.5945718357300168; 0.6666666666666666; 0.8170731707317073; 0.6319408406850026; 0.8494623655913979; 0.9186046511627907; 0.8431518831035192
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; 4; ipca_diff; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.88392857 0.83035714 0.75892857 0.78181818 0.84545455]; 0.6918918918918919; 0.7027027027027027; 0.857451403887689; 0.9651567944250871; 0.9964028776978417; 0.9640287769784173; 0.7373271889400921; 0.8333333333333334; 0.6863295880149813; 0.7555555555555556; 0.85; 0.6897058823529412; 0.8700787401574803; 0.9324894514767933; 0.8556252567118479
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 510; 170; 170; 0.6; 0.2; 0.2; [0.83333333 0.82352941 0.81372549 0.88235294 0.78431373]; 0.6411764705882353; 0.6058823529411764; 0.8376470588235294; 0.9806949806949807; 0.996078431372549; 0.9803921568627451; 0.6347305389221557; 0.6309523809523809; 0.6410575858250277; 0.5988023952095809; 0.5952380952380952; 0.6057585825027686; 0.8380281690140846; 0.8439716312056738; 0.8376766821133756
svm_model_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; 4; ipca_diff; svdne; 626; 208; 208; 0.6007677543186181; 0.19961612284069097; 0.19961612284069097; [0.99206349 0.99206349 0.99206349 1.         1.        ]; 0.8557692307692307; 0.8605769230769231; 0.9433781190019194; 1.0; 1.0; 1.0; 0.8636363636363636; 0.8878504672897196; 0.8548163227537708; 0.8599033816425121; 0.8811881188118812; 0.861154807069492; 0.9439696106362775; 0.9539347408829175; 0.9433781190019194
ensemble_model_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; 4; ipca_diff; svdne; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [1.         0.99074074 0.98148148 1.         0.98148148]; 0.9055555555555556; 0.8944444444444445; 0.9600886917960089; 1.0; 1.0; 1.0; 0.9039548022598869; 0.898876404494382; 0.905482158291147; 0.9015544041450776; 0.9157894736842105; 0.8931888544891641; 0.9605263157894737; 0.9626373626373627; 0.9600658848980997
ensemble_model_v2_N40_B30_E70_nb_zones_4_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 602; 200; 200; 0.6007984031936128; 0.1996007984031936; 0.1996007984031936; [0.99180328 1.         0.99166667 1.         1.        ]; 0.83; 0.795; 0.9251497005988024; 1.0; 1.0; 1.0; 0.8349514563106797; 0.86; 0.83; 0.8093023255813954; 0.8529411764705882; 0.7938175270108042; 0.9266862170087976; 0.9423459244532804; 0.9250807778579028
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; 6; ipca_diff; svd; 760; 253; 253; 0.6003159557661928; 0.19984202211690363; 0.19984202211690363; [0.99342105 0.99342105 0.99342105 1.         1.        ]; 0.841897233201581; 0.8616600790513834; 0.9407582938388626; 1.0; 1.0; 1.0; 0.8484848484848485; 0.9180327868852459; 0.8445125766487299; 0.8736462093862815; 0.9236641221374046; 0.8593730446752597; 0.9423520368946965; 0.9684044233807267; 0.9407582938388626
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; 6; ipca_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [1.         1.         0.99425287 1.         0.99425287]; 0.8379310344827586; 0.8655172413793103; 0.9406896551724138; 1.0; 1.0; 1.0; 0.8488745980707396; 0.9361702127659575; 0.8405683278594888; 0.8753993610223644; 0.9319727891156463; 0.8645877931592217; 0.9424364123159303; 0.9737206085753803; 0.9407805243702212
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.97126437 1.         1.         0.98275862 0.97093023]; 0.8546712802768166; 0.8858131487889274; 0.9481327800829875; 1.0; 1.0; 1.0; 0.8636363636363636; 0.8866666666666667; 0.8534052757793766; 0.8925081433224755; 0.9256756756756757; 0.8848236534406747; 0.9494268374915711; 0.9617486338797814; 0.9479611516737843
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; 6; ipca_diff; svdn; 806; 268; 268; 0.6005961251862891; 0.19970193740685543; 0.19970193740685543; [0.85185185 0.88888889 0.85802469 0.86875    0.8625    ]; 0.585820895522388; 0.6231343283582089; 0.8084947839046199; 0.9459783913565426; 0.9776674937965261; 0.9441687344913152; 0.6584615384615384; 0.7985074626865671; 0.585820895522388; 0.7055393586005831; 0.8287671232876712; 0.60290815180777; 0.8287808127914724; 0.9106881405563689; 0.8066339033586093
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; 6; ipca_diff; svdn; 842; 280; 280; 0.6005706134094151; 0.19971469329529243; 0.19971469329529243; [0.8        0.79761905 0.79761905 0.80952381 0.76785714]; 0.7178571428571429; 0.6892857142857143; 0.8452211126961484; 0.9423728813559321; 0.9904988123515439; 0.9394299287410925; 0.7188612099644128; 0.7481481481481481; 0.7189016602809707; 0.7184466019417476; 0.7708333333333334; 0.6868872549019609; 0.8528813559322035; 0.8985714285714286; 0.8452971102971103
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1016; 338; 338; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.66666667 0.7745098  0.7254902  0.74752475 0.73267327]; 0.7041420118343196; 0.5976331360946746; 0.8599290780141844; 0.9990167158308751; 1.0; 0.9990157480314961; 0.6621621621621622; 0.6621621621621622; 0.6995021337126601; 0.5878787878787879; 0.5159574468085106; 0.6079787234042553; 0.8557516737674985; 0.8329383886255924; 0.8598654207278906
svm_model_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; 6; ipca_diff; svdne; 886; 295; 295; 0.6002710027100271; 0.19986449864498645; 0.19986449864498645; [0.9494382  0.97752809 0.98876404 0.98295455 0.97159091]; 0.7762711864406779; 0.7864406779661017; 0.9085365853658537; 0.9931972789115645; 0.9887133182844243; 0.9932279909706547; 0.8; 0.9565217391304348; 0.7871780670174467; 0.8225352112676055; 0.9668874172185431; 0.7820548197203826; 0.9138481174218251; 0.9781420765027322; 0.9090979199717962
ensemble_model_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; 6; ipca_diff; svdne; 912; 304; 304; 0.6; 0.2; 0.2; [0.94565217 0.96153846 0.96703297 0.93956044 0.99450549]; 0.868421052631579; 0.8519736842105263; 0.944078947368421; 1.0; 1.0; 1.0; 0.8780487804878049; 0.9863013698630136; 0.8728975203745448; 0.8746518105849582; 0.98125; 0.8447916666666665; 0.9468417761100689; 0.9934383202099738; 0.9439487115561742
ensemble_model_v2_N40_B30_E70_nb_zones_6_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 860; 286; 286; 0.6005586592178771; 0.19972067039106145; 0.19972067039106145; [1.         0.98837209 0.97093023 0.98255814 0.99418605]; 0.8321678321678322; 0.8566433566433567; 0.9378491620111732; 1.0; 1.0; 1.0; 0.8518518518518519; 0.9019607843137255; 0.8269202417809228; 0.8628762541806021; 0.8958333333333334; 0.8563673708920189; 0.9399865138233311; 0.9587345254470426; 0.9375232910923156
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; 8; ipca_diff; svd; 1188; 396; 396; 0.6; 0.2; 0.2; [0.99159664 0.99579832 0.98319328 0.99579832 1.        ]; 0.8838383838383839; 0.8787878787878788; 0.9525252525252526; 1.0; 1.0; 1.0; 0.889423076923077; 0.9343434343434344; 0.8838383838383839; 0.8787878787878788; 0.93048128342246; 0.8815085842949621; 0.9530000000000001; 0.9734422880490297; 0.9527551100584808
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; 8; ipca_diff; svd; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [1.         0.99565217 0.99565217 0.98695652 0.99130435]; 0.8302872062663186; 0.8511749347258486; 0.9352818371607515; 0.998263888888889; 1.0; 0.9982608695652173; 0.8275862068965517; 0.861878453038674; 0.8319293255292382; 0.8613138686131387; 0.8894472361809045; 0.8496149224382783; 0.9360824742268041; 0.9507853403141361; 0.9353302351934886
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.97131148 0.98360656 0.98347107 0.97933884 0.98347107]; 0.8539603960396039; 0.8292079207920792; 0.933728981206726; 0.9950331125827814; 0.9901153212520593; 0.9950576606260296; 0.855036855036855; 0.883248730964467; 0.8546678437431031; 0.8391608391608392; 0.861244019138756; 0.8280579070052755; 0.9344422700587084; 0.9427443237907206; 0.9337111113502661
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; 8; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.74583333 0.79831933 0.72689076 0.77731092 0.80252101]; 0.6801007556675063; 0.6372795969773299; 0.797079556898288; 0.8998482549317147; 0.9949664429530202; 0.8892617449664431; 0.7562380038387717; 0.9036697247706422; 0.6557454769104607; 0.6869565217391305; 0.8681318681318682; 0.6549961666240737; 0.8247063940843845; 0.9518072289156626; 0.796610685164902
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; 8; ipca_diff; svdn; 1236; 412; 412; 0.6; 0.2; 0.2; [0.71370968 0.68548387 0.76209677 0.70325203 0.76829268]; 0.6844660194174758; 0.7014563106796117; 0.8490291262135923; 0.9546165884194052; 0.9870550161812298; 0.953074433656958; 0.6813725490196079; 0.6714975845410628; 0.6845292800754094; 0.6932668329177057; 0.6813725490196079; 0.7012631975867271; 0.8509822712026832; 0.8629737609329446; 0.8490426515624956
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1150; 383; 383; 0.6002087682672234; 0.19989561586638832; 0.19989561586638832; [0.82608696 0.8        0.78695652 0.85652174 0.7826087 ]; 0.6449086161879896; 0.6292428198433421; 0.8293319415448852; 0.9585097375105843; 0.9843478260869565; 0.957391304347826; 0.6923076923076922; 0.827027027027027; 0.6508872508872509; 0.6885964912280702; 0.7969543147208121; 0.6242836089733093; 0.8427128427128427; 0.9153605015673981; 0.8294216480725415
svm_model_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; 8; ipca_diff; svdne; 1164; 388; 388; 0.6; 0.2; 0.2; [0.99145299 0.99145299 1.         0.99568966 0.99568966]; 0.8376288659793815; 0.8582474226804123; 0.9391752577319588; 1.0; 1.0; 1.0; 0.8596881959910913; 0.9507389162561576; 0.8321262148848355; 0.8668280871670703; 0.9470899470899471; 0.8604796469118077; 0.9417571569595262; 0.9794661190965093; 0.9390084218670952
ensemble_model_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; 8; ipca_diff; svdne; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.97457627 0.97881356 0.97863248 0.95726496 0.97008547]; 0.8286445012787724; 0.8056265984654731; 0.9156441717791411; 0.9810996563573883; 0.9727427597955707; 0.9812606473594548; 0.8329177057356608; 0.8652849740932642; 0.8291071335112785; 0.8164251207729467; 0.8578680203045685; 0.8052226699460987; 0.9166245578575037; 0.9283520982599796; 0.9156571522964861
ensemble_model_v2_N40_B30_E70_nb_zones_8_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 1292; 430; 430; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.95384615 0.9496124  0.94573643 0.94573643 0.96899225]; 0.8558139534883721; 0.8534883720930233; 0.9386617100371747; 0.994577846630519; 0.9938080495356038; 0.9945820433436532; 0.8675213675213677; 0.9103139013452914; 0.853707675310327; 0.8551724137931034; 0.9073170731707317; 0.855880758807588; 0.9398359161349134; 0.9599627560521415; 0.9387012296030652
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; 10; ipca_diff; svd; 1570; 523; 523; 0.6001529051987767; 0.19992354740061163; 0.19992354740061163; [0.99363057 0.98407643 0.98407643 0.98407643 0.96178344]; 0.8163771712158809; 0.826302729528536; 0.9393939393939394; 1.0; 1.0; 1.0; 0.8438818565400843; 0.975609756097561; 0.8135624538063563; 0.8451327433628318; 0.9646464646464646; 0.8286646957378664; 0.9423076923076924; 0.98989898989899; 0.9393939393939393
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; 10; ipca_diff; svd; 1598; 532; 532; 0.6003005259203607; 0.19984973703981967; 0.19984973703981967; [0.98125    0.978125   0.975      0.98125    0.98427673]; 0.8277634961439588; 0.8149100257069408; 0.9398148148148148; 0.9974905897114178; 0.9949937421777222; 0.9974968710888611; 0.8277634961439589; 0.9147727272727273; 0.8353206359368333; 0.8427947598253275; 0.9061032863849765; 0.8053243704652155; 0.9414174518639901; 0.9671717171717171; 0.9398148148148148
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.96644295 0.99328859 0.96308725 0.96644295 0.96979866]; 0.8510158013544018; 0.835214446952596; 0.9347643097643098; 0.989145183175034; 0.978523489932886; 0.9892617449664429; 0.8685258964143425; 0.9819819819819819; 0.8507194977783213; 0.8554455445544554; 0.9773755656108597; 0.8355346296522768; 0.9375251914550583; 0.9789562289562289; 0.9347643097643097
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; 10; ipca_diff; svdn; 1552; 517; 517; 0.60015467904099; 0.19992266047950502; 0.19992266047950502; [0.80448718 0.81290323 0.81935484 0.8483871  0.78064516]; 0.6043689320388349; 0.6116504854368932; 0.803030303030303; 0.913536076326774; 0.9871134020618557; 0.9065721649484536; 0.6810176125244618; 0.8571428571428571; 0.6079972658920028; 0.6862745098039217; 0.8373205741626795; 0.6083154594951328; 0.826538176426983; 0.9385521885521886; 0.8030303030303031
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; 10; ipca_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.8125     0.78472222 0.80902778 0.82167832 0.82867133]; 0.6680851063829787; 0.7021276595744681; 0.843013468013468; 0.9486324216144095; 0.9902506963788301; 0.9463788300835655; 0.6916996047430829; 0.7478632478632479; 0.6684231493553527; 0.7276264591439688; 0.7923728813559322; 0.7017419962335217; 0.85192536720921; 0.9031986531986532; 0.843013468013468
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.78424658 0.79452055 0.81034483 0.79655172 0.83448276]; 0.6724511930585684; 0.6420824295010846; 0.8417508417508418; 0.9598393574297189; 0.9862448418156808; 0.9587345254470426; 0.730837789661319; 0.8760683760683761; 0.6693117210738356; 0.6994535519125682; 0.8458149779735683; 0.6451297112090063; 0.8556067588325653; 0.9377104377104377; 0.8417508417508417
svm_model_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; 10; ipca_diff; svdne; 1482; 494; 494; 0.6; 0.2; 0.2; [0.97986577 0.95945946 0.96959459 0.96959459 0.96959459]; 0.8702460850111857; 0.8456375838926175; 0.9356060606060606; 0.9823369565217391; 0.9757085020242915; 0.9824561403508771; 0.8699551569506726; 0.8660714285714286; 0.8702554452274183; 0.8442437923250564; 0.8385650224215246; 0.845621796925048; 0.9351969504447267; 0.9292929292929293; 0.9356060606060607
ensemble_model_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; 10; ipca_diff; svdne; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.98951049 0.97902098 0.98951049 0.98251748 0.98251748]; 0.8393234672304439; 0.864693446088795; 0.9410774410774411; 1.0; 1.0; 1.0; 0.8587360594795539; 0.9585062240663901; 0.8370117327228502; 0.8754863813229573; 0.9698275862068966; 0.8666565316926599; 0.9435938759065269; 0.9856902356902357; 0.9410774410774411
ensemble_model_v2_N40_B30_E70_nb_zones_10_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.97986577 0.96644295 0.97651007 0.97315436 0.99324324]; 0.7252252252252253; 0.7522522522522522; 0.9010942760942761; 0.997979797979798; 0.9959677419354839; 0.997983870967742; 0.7723880597014926; 0.9241071428571429; 0.7234172077922079; 0.7932330827067668; 0.9590909090909091; 0.7540990259740259; 0.9079514296905602; 0.9755892255892256; 0.9010942760942761
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; 12; ipca_diff; svd; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.98305085 0.96590909 0.98295455 0.97159091 0.99715909]; 0.7915309446254072; 0.8110749185667753; 0.9444444444444444; 0.9942987457240593; 0.9897843359818388; 0.9943246311010215; 0.8012422360248448; 0.8835616438356164; 0.7958180889985536; 0.8342857142857143; 0.906832298136646; 0.8061558750957202; 0.9455894476504534; 0.9654882154882155; 0.9444444444444444
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; 12; ipca_diff; svd; 1822; 607; 607; 0.6001317523056654; 0.19993412384716733; 0.19993412384716733; [0.96721311 0.97527473 0.96153846 0.97527473 0.95879121]; 0.9350180505415162; 0.9566787003610109; 0.9844276094276094; 0.9961432506887052; 0.9923161361141603; 0.9961580680570801; 0.9343065693430658; 0.927536231884058; 0.9349911375247628; 0.9571428571428572; 0.9640287769784173; 0.9566520696486289; 0.9843815956099621; 0.9814814814814815; 0.9844276094276093
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; zones; ipca_diff; svd; 1808; 602; 602; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.98342541 0.97790055 0.98066298 0.98066298 0.98055556]; 0.8380281690140845; 0.8661971830985915; 0.9595959595959596; 0.9933184855233852; 0.9867256637168141; 0.9933628318584071; 0.8445945945945946; 0.8802816901408451; 0.8380281690140846; 0.8707482993197279; 0.9014084507042254; 0.8661971830985916; 0.9597652975691534; 0.9638047138047138; 0.9595959595959596
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; 12; ipca_diff; svdn; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.79545455 0.76704545 0.8        0.78857143 0.79428571]; 0.639871382636656; 0.5884244372990354; 0.8186026936026936; 0.8988883006881949; 0.9680729760547321; 0.8911060433295326; 0.6666666666666666; 0.7619047619047619; 0.6461962833914053; 0.6257309941520469; 0.6524390243902439; 0.5847229135556662; 0.8320997273081417; 0.898989898989899; 0.8186026936026936
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; 12; ipca_diff; svdn; 1840; 613; 613; 0.6001304631441617; 0.1999347684279191; 0.1999347684279191; [0.75815217 0.74728261 0.73641304 0.76086957 0.7798913 ]; 0.6119402985074627; 0.6417910447761194; 0.8556397306397306; 0.9261744966442953; 0.975; 0.9222826086956522; 0.5185185185185186; 0.43410852713178294; 0.6055434721989851; 0.5555555555555555; 0.4316546762589928; 0.6499358652612793; 0.8552131701139722; 0.8526936026936027; 0.8556397306397306
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svdn; 40; 30; 70; zones; ipca_diff; svdn; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.76902174 0.77595628 0.79234973 0.77868852 0.74863388]; 0.7389705882352942; 0.7647058823529411; 0.9010942760942761; 0.9474237644584648; 0.9836244541484717; 0.945414847161572; 0.7641196013289036; 0.782312925170068; 0.735156462585034; 0.7611940298507462; 0.816; 0.7685442176870748; 0.9048968029138; 0.9410774410774411; 0.9010942760942762
svm_model_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; 12; ipca_diff; svdne; 1758; 586; 586; 0.6; 0.2; 0.2; [0.95454545 0.98011364 0.96875    0.97443182 0.96285714]; 0.8543689320388349; 0.8737864077669902; 0.9638047138047138; 0.9988610478359908; 0.9977246871444824; 0.9988623435722412; 0.8534201954397393; 0.81875; 0.8556837248322149; 0.8631578947368422; 0.825503355704698; 0.872126677852349; 0.9633730834752982; 0.952020202020202; 0.9638047138047138
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; 12; ipca_diff; svdne; 1832; 610; 610; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.9701087  0.98087432 0.9726776  0.98360656 0.97540984]; 0.7573529411764706; 0.8455882352941176; 0.9486531986531986; 0.9923413566739605; 0.990174672489083; 0.9923580786026202; 0.7555555555555554; 0.7611940298507462; 0.7574086091282717; 0.8432835820895522; 0.8188405797101449; 0.8459874540341769; 0.94843617920541; 0.9444444444444444; 0.9486531986531986
ensemble_model_v2_N40_B30_E70_nb_zones_12_ipca_diff_svdne; 40; 30; 70; zones; ipca_diff; svdne; 1740; 580; 580; 0.6; 0.2; 0.2; [0.98563218 0.97126437 0.95977011 0.95402299 0.96264368]; 0.9088050314465409; 0.9119496855345912; 0.9675925925925926; 0.9884526558891455; 0.9839080459770115; 0.9885057471264368; 0.9096573208722741; 0.9419354838709677; 0.9096180486839501; 0.9176470588235294; 0.9570552147239264; 0.9107856718780922; 0.9678228165482657; 0.9747474747474747; 0.9675925925925926
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; 4; ipca_diff; svd; 566; 188; 188; 0.6008492569002123; 0.19957537154989385; 0.19957537154989385; [0.90350877 0.94736842 0.92982456 0.96428571 0.91964286]; 0.851063829787234; 0.8351063829787234; 0.9309978768577495; 0.9892857142857143; 0.9787985865724381; 0.989399293286219; 0.8613861386138614; 0.925531914893617; 0.851063829787234; 0.845771144278607; 0.9042553191489362; 0.8351063829787234; 0.932502596053998; 0.9532908704883227; 0.9309978768577495
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; 4; ipca_diff; svd; 624; 208; 208; 0.6; 0.2; 0.2; [0.99206349 0.96031746 0.99193548 0.98387097 0.9516129 ]; 0.7692307692307693; 0.8894230769230769; 0.9317307692307693; 1.0; 1.0; 1.0; 0.7473684210526316; 0.7553191489361702; 0.7680104516610675; 0.8795811518324608; 0.8571428571428571; 0.8876623376623377; 0.9293532338308457; 0.9265873015873016; 0.931577232883203
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 550; 183; 183; 0.6004366812227074; 0.19978165938864628; 0.19978165938864628; [0.99090909 0.99090909 0.96363636 0.94545455 0.97272727]; 0.8415300546448088; 0.8360655737704918; 0.9355895196506551; 1.0; 1.0; 1.0; 0.863849765258216; 0.9019607843137255; 0.8336964415395789; 0.8469387755102041; 0.9222222222222223; 0.8374551971326165; 0.9384775808133472; 0.9635974304068522; 0.9350281138671233
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; 4; ipca_diff; svdn; 548; 182; 182; 0.6008771929824561; 0.19956140350877194; 0.19956140350877194; [0.61818182 0.7        0.71818182 0.67272727 0.72222222]; 0.6703296703296703; 0.6923076923076923; 0.6929824561403509; 0.732899022801303; 0.8211678832116789; 0.7007299270072993; 0.7115384615384616; 0.8705882352941177; 0.68271679805943; 0.7477477477477478; 0.8383838383838383; 0.6782280637702324; 0.7318007662835249; 0.834061135371179; 0.6923609641613604
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; 4; ipca_diff; svdn; 514; 171; 171; 0.6004672897196262; 0.19976635514018692; 0.19976635514018692; [0.78846154 0.85576923 0.78431373 0.67647059 0.76470588]; 0.5906432748538012; 0.631578947368421; 0.7815420560747663; 0.900735294117647; 0.953307392996109; 0.8949416342412453; 0.6902654867256637; 0.8863636363636364; 0.5817360350492881; 0.6985645933014355; 0.8795180722891566; 0.6386226725082146; 0.8089887640449438; 0.9252336448598131; 0.7815420560747663
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 542; 180; 180; 0.6008869179600886; 0.19955654101995565; 0.19955654101995565; [0.54545455 0.65740741 0.64814815 0.59259259 0.62037037]; 0.5722222222222222; 0.6166666666666667; 0.8303769401330376; 0.987108655616943; 0.988929889298893; 0.9870848708487084; 0.6051282051282052; 0.6629213483146067; 0.5732189159155452; 0.6698564593301436; 0.7368421052631579; 0.6095975232198143; 0.8384371700105596; 0.8725274725274725; 0.8299997541608279
svm_model_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; 4; ipca_diff; svdne; 572; 190; 190; 0.6008403361344538; 0.19957983193277312; 0.19957983193277312; [0.93965517 0.94736842 0.93859649 0.93859649 0.92105263]; 0.8315789473684211; 0.8368421052631579; 0.9338235294117647; 1.0; 1.0; 1.0; 0.8333333333333334; 0.8791208791208791; 0.8334998334998334; 0.8472906403940886; 0.8775510204081632; 0.8355146406388642; 0.9348500517063082; 0.9515789473684211; 0.9338607525102063
ensemble_model_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; 4; ipca_diff; svdne; 616; 205; 205; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.91935484 0.93548387 0.91935484 0.96721311 0.91803279]; 0.848780487804878; 0.8439024390243902; 0.9035087719298246; 0.9417475728155339; 0.9448051948051948; 0.9415584415584415; 0.8634361233480176; 0.9514563106796117; 0.848277174947649; 0.8632478632478632; 0.9901960784313726; 0.8446126023224824; 0.9082483781278962; 0.9551656920077972; 0.9035087719298246
ensemble_model_v2_N40_B80_E120_nb_zones_4_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.82142857 0.89285714 0.92857143 0.91818182 0.89090909]; 0.8216216216216217; 0.8756756756756757; 0.9362850971922246; 0.9945945945945946; 0.9928057553956835; 0.9946043165467626; 0.8176795580110497; 0.891566265060241; 0.8281360737065909; 0.8940092165898617; 0.941747572815534; 0.8672152498224012; 0.9380902413431269; 0.9633620689655172; 0.9362264890282131
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; 6; ipca_diff; svd; 870; 290; 290; 0.6; 0.2; 0.2; [0.95977011 0.96551724 0.94252874 0.94252874 0.97701149]; 0.8689655172413793; 0.8344827586206897; 0.926896551724138; 0.976798143851508; 0.967816091954023; 0.9770114942528736; 0.8689655172413793; 0.8936170212765957; 0.8696273025846066; 0.8410596026490067; 0.8758620689655172; 0.8344827586206897; 0.9270976616231087; 0.9348127600554785; 0.9269399877094952
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; 6; ipca_diff; svd; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.90963855 0.88554217 0.93975904 0.92168675 0.89156627]; 0.8405797101449275; 0.8260869565217391; 0.9204052098408104; 0.9780487804878049; 0.9662650602409638; 0.9783132530120481; 0.8503401360544217; 0.9765625; 0.8497677364864866; 0.8545454545454545; 0.9337748344370861; 0.814887417218543; 0.9238227146814405; 0.9610951008645533; 0.9202277829904163
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.95454545 0.9375     0.95977011 0.91954023 0.94252874]; 0.845360824742268; 0.8006872852233677; 0.9217032967032966; 0.9873417721518988; 0.9816933638443935; 0.9874141876430206; 0.8562300319488817; 0.8993288590604027; 0.8440306267133; 0.8176100628930818; 0.87248322147651; 0.7989176670762831; 0.9239999999999999; 0.9428571428571428; 0.921497919556172
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; 6; ipca_diff; svdn; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.67261905 0.64285714 0.67857143 0.63253012 0.6686747 ]; 0.6618705035971223; 0.6726618705035972; 0.6652298850574713; 0.7290260366441659; 0.9043062200956937; 0.6638755980861244; 0.7283236994219654; 0.9064748201438849; 0.6618705035971223; 0.7250755287009063; 0.8633093525179856; 0.6726618705035972; 0.7281213535589264; 0.896551724137931; 0.6652298850574713
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; 6; ipca_diff; svdn; 798; 266; 266; 0.6; 0.2; 0.2; [0.66875    0.60625    0.725      0.6125     0.56962025]; 0.6879699248120301; 0.6654135338345865; 0.8466165413533835; 0.9600997506234413; 0.9649122807017544; 0.9598997493734335; 0.7087719298245614; 0.7481481481481481; 0.6870511733107152; 0.6898954703832754; 0.7795275590551181; 0.6703393190959044; 0.851528384279476; 0.8850226928895613; 0.8468461745464249
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 940; 313; 313; 0.6002554278416348; 0.19987228607918264; 0.19987228607918264; [0.60638298 0.64893617 0.62765957 0.68617021 0.62765957]; 0.6261980830670927; 0.65814696485623; 0.8192848020434227; 0.9389865563598759; 0.9659574468085106; 0.9372340425531915; 0.6704225352112677; 0.7880794701986755; 0.6316940560869921; 0.706849315068493; 0.7724550898203593; 0.6499261750471659; 0.8322465915826912; 0.8908629441624365; 0.818824788276591
svm_model_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; 6; ipca_diff; svdne; 916; 305; 305; 0.6002621231979031; 0.1998689384010485; 0.1998689384010485; [0.92391304 0.92391304 0.92391304 0.94505495 0.95604396]; 0.8590163934426229; 0.8360655737704918; 0.9292267365661862; 0.9833518312985572; 0.9672489082969432; 0.9836244541484715; 0.8685015290519879; 0.9281045751633987; 0.8587891296869625; 0.8502994011976047; 0.922077922077922; 0.8352111464694246; 0.9308578745198464; 0.9503267973856209; 0.9291712830554911
ensemble_model_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; 6; ipca_diff; svdne; 850; 283; 283; 0.6002824858757062; 0.1998587570621469; 0.1998587570621469; [0.97647059 1.         0.98235294 0.95882353 0.95882353]; 0.8798586572438163; 0.8621908127208481; 0.9484463276836158; 1.0; 1.0; 1.0; 0.8843537414965987; 0.9027777777777778; 0.8794464428457234; 0.8528301886792453; 0.849624060150376; 0.8614786967418546; 0.9481902058197303; 0.9515669515669516; 0.9484725514137278
ensemble_model_v2_N40_B80_E120_nb_zones_6_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.92391304 0.95652174 0.92391304 0.94021739 0.95108696]; 0.8496732026143791; 0.8758169934640523; 0.9399477806788512; 0.9912854030501089; 0.9891304347826086; 0.9913043478260869; 0.8544303797468353; 0.9310344827586207; 0.8537159991432854; 0.8758169934640523; 0.8874172185430463; 0.8759666737876523; 0.9402597402597401; 0.9576719576719577; 0.9401761850215459
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; 8; ipca_diff; svd; 1268; 422; 422; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.93700787 0.95275591 0.94094488 0.94488189 0.92857143]; 0.8246445497630331; 0.8388625592417062; 0.9327651515151515; 1.0; 1.0; 1.0; 0.837719298245614; 0.9009433962264151; 0.8242812219227313; 0.8475336322869956; 0.8957345971563981; 0.8388625592417062; 0.934562211981567; 0.9593188268684958; 0.9327399821546271
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; 8; ipca_diff; svd; 1124; 374; 374; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.92477876 0.9380531  0.95982143 0.97321429 0.96428571]; 0.8983957219251337; 0.8582887700534759; 0.9353632478632479; 0.9725776965265083; 0.9466192170818505; 0.9733096085409252; 0.8895348837209303; 0.8406593406593407; 0.8968921703296704; 0.8507042253521125; 0.8118279569892473; 0.8580416380690918; 0.9325153374233128; 0.8989247311827957; 0.9351311554003151
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 1078; 359; 359; 0.6002227171492205; 0.19988864142538976; 0.19988864142538976; [0.96296296 0.9537037  0.9537037  0.93981481 0.93457944]; 0.7994428969359332; 0.8272980501392758; 0.9192650334075724; 0.9898242368177613; 0.9925788497217068; 0.9897959183673468; 0.8285714285714285; 0.8787878787878788; 0.7903256164125729; 0.8385416666666666; 0.9640718562874252; 0.8362025948103792; 0.9230769230769231; 0.9623893805309734; 0.9189749593237827
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; 8; ipca_diff; svdn; 1222; 407; 407; 0.600196463654224; 0.19990176817288802; 0.19990176817288802; [0.65853659 0.60245902 0.63114754 0.65163934 0.64344262]; 0.6658476658476659; 0.683046683046683; 0.6542239685658153; 0.7162249515190692; 0.9067103109656302; 0.6407528641571195; 0.7213114754098361; 0.8669950738916257; 0.6663406742007149; 0.7414829659318638; 0.9158415841584159; 0.6847500603718908; 0.7221783741120757; 0.9005905511811023; 0.6547070402964335
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; 8; ipca_diff; svdn; 1110; 370; 370; 0.6; 0.2; 0.2; [0.7027027  0.65765766 0.68018018 0.66666667 0.64864865]; 0.6324324324324324; 0.6297297297297297; 0.778918918918919; 0.8847457627118644; 0.9405405405405406; 0.8774774774774775; 0.683720930232558; 0.8352272727272727; 0.6418404404873477; 0.6821345707656612; 0.7819148936170213; 0.627221183072247; 0.7996080352768251; 0.8879216539717084; 0.7796214070073364
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.65322581 0.66666667 0.66666667 0.63414634 0.64227642]; 0.6585365853658537; 0.6609756097560976; 0.8235867446393762; 0.934594168636722; 0.9626623376623377; 0.9326298701298702; 0.7046413502109703; 0.7952380952380952; 0.6551190476190476; 0.6848072562358277; 0.7626262626262627; 0.6643319992376596; 0.8342490842490843; 0.8896484375; 0.8237152693336576
svm_model_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; 8; ipca_diff; svdne; 1184; 394; 394; 0.6004056795131846; 0.1997971602434077; 0.1997971602434077; [0.94957983 0.97478992 0.95338983 0.95762712 0.94491525]; 0.7817258883248731; 0.8223350253807107; 0.920892494929006; 1.0; 1.0; 1.0; 0.8018433179723502; 0.90625; 0.7848081683168316; 0.8349056603773585; 0.917098445595855; 0.8242208645889724; 0.9236043095004897; 0.9651995905834186; 0.9212932626283927
ensemble_model_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; 8; ipca_diff; svdne; 1208; 402; 402; 0.6003976143141153; 0.19980119284294234; 0.19980119284294234; [0.90495868 0.9338843  0.9338843  0.96280992 0.91666667]; 0.8781094527363185; 0.9203980099502488; 0.9537773359840954; 0.9899833055091819; 0.9817880794701986; 0.990066225165563; 0.8784119106699753; 0.921875; 0.8799851190476191; 0.9272727272727272; 0.9577464788732394; 0.9180266785900589; 0.9544341009309163; 0.9653121902874133; 0.9537428349243646
ensemble_model_v2_N40_B80_E120_nb_zones_8_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 1152; 384; 384; 0.6; 0.2; 0.2; [0.9612069  0.96956522 0.94347826 0.94782609 0.96956522]; 0.8151041666666666; 0.8697916666666666; 0.928125; 0.9852558542931483; 0.9861111111111112; 0.9852430555555556; 0.8086253369272237; 0.7772020725388601; 0.8153026069500584; 0.8711340206185567; 0.8666666666666667; 0.8698412698412699; 0.9278242677824268; 0.9201244813278008; 0.9281584749735238
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; 10; ipca_diff; svd; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.92517007 0.96575342 0.93493151 0.92465753 0.93493151]; 0.8205689277899344; 0.824945295404814; 0.9187710437710438; 0.9786648313833447; 0.9726402188782489; 0.978796169630643; 0.8277310924369747; 0.8834080717488789; 0.8220459162163198; 0.8425196850393701; 0.9145299145299145; 0.8227358092828945; 0.92080426754206; 0.9444444444444444; 0.9187710437710438
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; 10; ipca_diff; svd; 1450; 483; 483; 0.6001655629139073; 0.19991721854304637; 0.19991721854304637; [0.96896552 0.94137931 0.95862069 0.95172414 0.96896552]; 0.8488120950323974; 0.8725701943844493; 0.938973063973064; 0.988950276243094; 0.9875862068965517; 0.9889655172413794; 0.8484848484848485; 0.8711111111111111; 0.8494211017740428; 0.8757894736842107; 0.8739495798319328; 0.872530345471522; 0.9392033542976939; 0.9427609427609428; 0.9389730639730641
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 1440; 480; 480; 0.6; 0.2; 0.2; [0.90625    0.90972222 0.89930556 0.91319444 0.91666667]; 0.8782051282051282; 0.9017094017094017; 0.9351851851851852; 0.9637010676156582; 0.9402777777777778; 0.9645833333333333; 0.8897485493230175; 0.9704641350210971; 0.8770069592854404; 0.9061224489795918; 0.961038961038961; 0.9024604087895228; 0.9361525704809287; 0.9503367003367004; 0.9351851851851851
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; 10; ipca_diff; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.64539007 0.66666667 0.7        0.61785714 0.68571429]; 0.6623931623931624; 0.6688034188034188; 0.6645299145299145; 0.7090012330456227; 0.8190883190883191; 0.6638176638176638; 0.6984732824427482; 0.7887931034482759; 0.6634643483343075; 0.7058823529411764; 0.7948717948717948; 0.6688034188034189; 0.7063224841002618; 0.8082191780821918; 0.6647751180513348
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; 10; ipca_diff; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.65972222 0.65972222 0.67361111 0.65034965 0.61188811]; 0.6872340425531915; 0.6723404255319149; 0.8177609427609428; 0.9098360655737704; 0.9275766016713092; 0.9080779944289694; 0.7262569832402235; 0.851528384279476; 0.6913243581148416; 0.7230215827338129; 0.8340248962655602; 0.6681041511895487; 0.8306609307782558; 0.8939393939393939; 0.8177609427609427
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 1510; 503; 503; 0.6001589825119237; 0.19992050874403816; 0.19992050874403816; [0.62251656 0.65562914 0.60264901 0.57284768 0.64569536]; 0.628175519630485; 0.6651270207852193; 0.8367003367003367; 0.9462647444298821; 0.9562913907284768; 0.9456953642384107; 0.6430155210643016; 0.6651376146788991; 0.6279176445487519; 0.6854663774403471; 0.7348837209302326; 0.6656069980797952; 0.8408531583264971; 0.8627946127946128; 0.8367003367003367
svm_model_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; 10; ipca_diff; svdne; 1518; 506; 506; 0.6; 0.2; 0.2; [0.92434211 0.94736842 0.92105263 0.93092105 0.93708609]; 0.8811188811188811; 0.8648018648018648; 0.9246632996632996; 0.9528301886792453; 0.9314888010540184; 0.9538866930171278; 0.8759124087591242; 0.8490566037735849; 0.8807495000434745; 0.8599033816425121; 0.8202764976958525; 0.8653269280932092; 0.9224772628843656; 0.8964646464646465; 0.9246632996632997
ensemble_model_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; 10; ipca_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.91946309 0.93959732 0.93288591 0.92281879 0.93243243]; 0.9054054054054054; 0.8828828828828829; 0.9574915824915825; 0.99527983816588; 0.9919354838709677; 0.9952956989247312; 0.908296943231441; 0.896551724137931; 0.9058230318802862; 0.8785046728971964; 0.8867924528301887; 0.8830513988288874; 0.9573659772055719; 0.9545454545454546; 0.9574915824915825
ensemble_model_v2_N40_B80_E120_nb_zones_10_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.93870968 0.90645161 0.94193548 0.93225806 0.92903226]; 0.8861985472154964; 0.8329297820823245; 0.9255050505050505; 0.9598420013166559; 0.9406451612903226; 0.9606451612903226; 0.8962472406181016; 0.9712918660287081; 0.8851557369359228; 0.8516129032258065; 0.9705882352941176; 0.8345764142977765; 0.9273697168649979; 0.9511784511784511; 0.9255050505050505
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; 12; ipca_diff; svd; 1786; 595; 595; 0.6001344086021505; 0.19993279569892472; 0.19993279569892472; [0.94972067 0.9273743  0.94692737 0.93820225 0.95505618]; 0.8440677966101695; 0.8576271186440678; 0.944023569023569; 0.9746478873239437; 0.9686450167973124; 0.9748040313549831; 0.8580246913580246; 0.8633540372670807; 0.8421247798275702; 0.8499999999999999; 0.8880597014925373; 0.86017891906925; 0.9440941572089114; 0.9452861952861953; 0.9440235690235691
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; 12; ipca_diff; svd; 1764; 588; 588; 0.6; 0.2; 0.2; [0.9180791  0.92090395 0.92329545 0.92613636 0.94886364]; 0.826797385620915; 0.8431372549019608; 0.9545454545454546; 0.9960159362549801; 0.9920634920634921; 0.996031746031746; 0.8338557993730408; 0.8525641025641025; 0.8262820512820513; 0.8481012658227848; 0.8933333333333333; 0.8441025641025641; 0.9548494983277592; 0.9612794612794613; 0.9545454545454545
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svd; 40; 80; 120; zones; ipca_diff; svd; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.9241573  0.92134831 0.9241573  0.93539326 0.92134831]; 0.8691275167785235; 0.8993288590604027; 0.9457070707070707; 0.9661399548532731; 0.9617977528089887; 0.9662921348314606; 0.8785046728971962; 0.9463087248322147; 0.8691275167785235; 0.903225806451613; 0.9395973154362416; 0.8993288590604026; 0.9463171036204743; 0.9570707070707071; 0.9457070707070708
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; 12; ipca_diff; svdn; 1768; 589; 589; 0.6001357773251867; 0.19993211133740665; 0.19993211133740665; [0.67514124 0.68361582 0.61581921 0.66949153 0.64772727]; 0.694078947368421; 0.6578947368421053; 0.6725589225589226; 0.7263306641544983; 0.8721719457013575; 0.6713800904977376; 0.7409470752089137; 0.8866666666666667; 0.6965800865800866; 0.6959064327485379; 0.7727272727272727; 0.6563636363636364; 0.7245042492917848; 0.8611111111111112; 0.6725589225589226
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; 12; ipca_diff; svdn; 1718; 572; 572; 0.6002795248078266; 0.19986023759608665; 0.19986023759608665; [0.66569767 0.65406977 0.68023256 0.70930233 0.66959064]; 0.5896656534954408; 0.6474164133738601; 0.8072390572390572; 0.8870703764320786; 0.9464493597206054; 0.8795110593713621; 0.6475195822454308; 0.8551724137931035; 0.6178035982008996; 0.7264150943396227; 0.8369565217391305; 0.6219265367316342; 0.8265151515151515; 0.9183501683501684; 0.8072390572390573
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svdn; 40; 80; 120; zones; ipca_diff; svdn; 1752; 584; 584; 0.6; 0.2; 0.2; [0.625      0.63714286 0.63142857 0.58571429 0.65142857]; 0.6730769230769231; 0.6185897435897436; 0.8484848484848485; 0.9226488592097941; 0.9463470319634704; 0.920662100456621; 0.6577181208053691; 0.6666666666666666; 0.6727272727272726; 0.6046511627906976; 0.5515151515151515; 0.6226963512677798; 0.8497495826377297; 0.8569023569023569; 0.8484848484848485
svm_model_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; 12; ipca_diff; svdne; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.93442623 0.92622951 0.93442623 0.92032967 0.91758242]; 0.8581818181818182; 0.850909090909091; 0.9217171717171717; 0.9410456062291435; 0.9266155531215772; 0.9419496166484118; 0.848249027237354; 0.8014705882352942; 0.8575698264917477; 0.851985559566787; 0.8489208633093526; 0.8509310198899703; 0.9202401372212693; 0.9031986531986532; 0.9217171717171717
ensemble_model_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; 12; ipca_diff; svdne; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.92105263 0.94444444 0.94152047 0.92982456 0.91764706]; 0.7634730538922155; 0.7904191616766467; 0.9204545454545454; 0.9762752075919336; 0.9637002341920374; 0.9765807962529274; 0.8077858880778589; 0.9595375722543352; 0.7561663016551179; 0.8157894736842104; 0.9627329192546584; 0.7963953613614333; 0.9236980218005651; 0.9629629629629629; 0.9204545454545453
ensemble_model_v2_N40_B80_E120_nb_zones_12_ipca_diff_svdne; 40; 80; 120; zones; ipca_diff; svdne; 1816; 605; 605; 0.6001321877065433; 0.19993390614672835; 0.19993390614672835; [0.91208791 0.93131868 0.91208791 0.9281768  0.93922652]; 0.8464285714285714; 0.8392857142857143; 0.930976430976431; 0.9577308120133481; 0.948237885462555; 0.9581497797356828; 0.8746355685131195; 0.9868421052631579; 0.833264802631579; 0.8494983277591973; 0.9921875; 0.8513569078947368; 0.9327868852459016; 0.9579124579124579; 0.9309764309764311
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; 4; ipca_diff; svd; 590; 196; 196; 0.6008146639511202; 0.19959266802443992; 0.19959266802443992; [0.87288136 0.88983051 0.90677966 0.87288136 0.88983051]; 0.9081632653061225; 0.8826530612244898; 0.8920570264765784; 0.8925619834710744; 0.9152542372881356; 0.8898305084745762; 0.9181818181818181; 1.0; 0.9052631578947368; 0.8977777777777778; 0.9901960784313726; 0.8780767626199416; 0.8990476190476191; 0.9477911646586346; 0.8912509542301438
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; 4; ipca_diff; svd; 576; 192; 192; 0.6; 0.2; 0.2; [0.77586207 0.72413793 0.82758621 0.79824561 0.84210526]; 0.7604166666666666; 0.7864583333333334; 0.8322916666666667; 0.862453531598513; 0.8055555555555556; 0.8715277777777778; 0.7294117647058824; 0.6391752577319587; 0.7616928920238741; 0.768361581920904; 0.6868686868686869; 0.7896709025741284; 0.8180790960451976; 0.7479338842975206; 0.8330005555941384
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 642; 214; 214; 0.6; 0.2; 0.2; [0.84615385 0.8671875  0.8046875  0.8125     0.8203125 ]; 0.8037383177570093; 0.8317757009345794; 0.8766355140186916; 0.9123376623376623; 0.8753894080996885; 0.9158878504672897; 0.7980769230769231; 0.8217821782178217; 0.8046963988434241; 0.84070796460177; 0.8333333333333334; 0.8316666666666667; 0.8742857142857142; 0.8563432835820896; 0.8766735144502208
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; 4; ipca_diff; svdn; 580; 193; 193; 0.6004140786749482; 0.1997929606625259; 0.1997929606625259; [0.46551724 0.56896552 0.57758621 0.50862069 0.55172414]; 0.5284974093264249; 0.5284974093264249; 0.639751552795031; 0.7118055555555556; 0.7068965517241379; 0.7137931034482758; 0.5027322404371585; 0.5111111111111111; 0.5274002157497303; 0.5427135678391959; 0.5294117647058824; 0.5284421460892049; 0.6367432150313153; 0.6327800829875518; 0.6397371489317925
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; 4; ipca_diff; svdn; 644; 214; 214; 0.6007462686567164; 0.19962686567164178; 0.19962686567164178; [0.52307692 0.55384615 0.4921875  0.515625   0.484375  ]; 0.49065420560747663; 0.48598130841121495; 0.7947761194029851; 0.9984447900466563; 0.9968944099378882; 0.9984472049689441; 0.5361702127659574; 0.6057692307692307; 0.49379370629370634; 0.5416666666666667; 0.5909090909090909; 0.4829545454545454; 0.8032200357781754; 0.8376865671641791; 0.7947761194029851
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.58928571 0.47321429 0.51785714 0.49107143 0.51785714]; 0.4838709677419355; 0.5; 0.796137339055794; 0.998211091234347; 0.9964285714285714; 0.9982142857142857; 0.4216867469879519; 0.3888888888888889; 0.4809027777777778; 0.44970414201183434; 0.4523809523809524; 0.4957983193277311; 0.7874720357941835; 0.775330396475771; 0.7956149890328645
svm_model_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; 4; ipca_diff; svdne; 634; 211; 211; 0.6003787878787878; 0.19981060606060605; 0.19981060606060605; [0.953125   0.9296875  0.88888889 0.9047619  0.88888889]; 0.8672985781990521; 0.8388625592417062; 0.9043560606060606; 0.9389671361502346; 0.9463722397476341; 0.9384858044164037; 0.8813559322033897; 0.9369369369369369; 0.8634684684684685; 0.8468468468468469; 0.94; 0.8438738738738739; 0.9079307201458524; 0.9431818181818182; 0.9043560606060606
ensemble_model_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; 4; ipca_diff; svdne; 636; 212; 212; 0.6; 0.2; 0.2; [0.8984375  0.90625    0.8359375  0.92857143 0.9047619 ]; 0.8632075471698113; 0.8679245283018868; 0.910377358490566; 0.9432835820895522; 0.9937106918238994; 0.940251572327044; 0.8897338403041825; 0.936; 0.847310344827586; 0.8823529411764706; 0.9292035398230089; 0.8635916689014034; 0.918872758326217; 0.9676258992805755; 0.9074240607513988
ensemble_model_v2_N40_B130_E170_nb_zones_4_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 606; 202; 202; 0.6; 0.2; 0.2; [0.91803279 0.83606557 0.86885246 0.95       0.825     ]; 0.8663366336633663; 0.8514851485148515; 0.9178217821782179; 0.9565217391304348; 0.9438943894389439; 0.9570957095709571; 0.8789237668161434; 0.9423076923076923; 0.8640109890109889; 0.8529411764705882; 0.925531914893617; 0.856284475965327; 0.9190243902439024; 0.9401197604790419; 0.9179970118701692
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; 6; ipca_diff; svd; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.88461538 0.91666667 0.93333333 0.90555556 0.86666667]; 0.85; 0.8433333333333334; 0.9001331557922769; 0.9366812227074236; 0.9512195121951219; 0.9356984478935698; 0.8664688427299703; 0.9125; 0.8455357142857143; 0.8553846153846153; 0.9084967320261438; 0.8420034680538881; 0.9049429657794676; 0.9345549738219895; 0.8995268094042198
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; 6; ipca_diff; svd; 938; 312; 312; 0.6005121638924455; 0.1997439180537772; 0.1997439180537772; [0.87765957 0.92553191 0.85106383 0.87765957 0.87096774]; 0.8653846153846154; 0.8974358974358975; 0.910371318822023; 0.9290322580645163; 0.9211087420042644; 0.929637526652452; 0.8757396449704142; 0.9135802469135802; 0.8634567901234569; 0.891891891891892; 0.9103448275862069; 0.8982861862481932; 0.9104859335038362; 0.9175257731958762; 0.9104168306182944
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 852; 284; 284; 0.6; 0.2; 0.2; [0.88953488 0.87647059 0.88235294 0.86470588 0.9       ]; 0.9014084507042254; 0.8873239436619719; 0.9225352112676056; 0.9407582938388627; 0.931924882629108; 0.9413145539906103; 0.902097902097902; 0.9214285714285714; 0.9016865079365078; 0.8933333333333333; 0.9370629370629371; 0.8869711848435253; 0.9230769230769232; 0.9308885754583921; 0.9225469600217417
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; 6; ipca_diff; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.48901099 0.53296703 0.54444444 0.55555556 0.50555556]; 0.4717607973421927; 0.5182724252491694; 0.5239043824701195; 0.5702393340270552; 0.6061946902654868; 0.543141592920354; 0.5107692307692308; 0.564625850340136; 0.4738713667285096; 0.5182724252491695; 0.5234899328859061; 0.518323913811374; 0.5482041587901701; 0.5815508021390374; 0.5242846358980148
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; 6; ipca_diff; svdn; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.56451613 0.53225806 0.56451613 0.52173913 0.55978261]; 0.512987012987013; 0.5487012987012987; 0.8119325551232166; 0.9989189189189189; 0.9978401727861771; 0.9989200863930885; 0.506578947368421; 0.48125; 0.5142736486486487; 0.5696594427244582; 0.5859872611464968; 0.5479605179904669; 0.8131443298969072; 0.808974358974359; 0.8119674944478095
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 892; 297; 297; 0.6002691790040376; 0.19986541049798115; 0.19986541049798115; [0.55       0.49438202 0.57865169 0.44382022 0.53370787]; 0.5488215488215489; 0.5185185185185185; 0.8082099596231493; 0.9910112359550561; 0.9887892376681614; 0.991031390134529; 0.5864197530864198; 0.6129032258064516; 0.5458882326215357; 0.5311475409836066; 0.5664335664335665; 0.5202297702297702; 0.8123765635286373; 0.8293010752688172; 0.8081815349389908
svm_model_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; 6; ipca_diff; svdne; 864; 288; 288; 0.6; 0.2; 0.2; [0.89655172 0.90804598 0.88372093 0.93023256 0.9244186 ]; 0.8506944444444444; 0.8159722222222222; 0.8840277777777777; 0.9195922989807475; 0.9398148148148148; 0.9178240740740741; 0.8685015290519877; 0.9102564102564102; 0.8452797202797202; 0.8408408408408408; 0.9271523178807947; 0.8102914874075505; 0.8917692806221647; 0.9309878213802436; 0.8827549663249292
ensemble_model_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; 6; ipca_diff; svdne; 862; 287; 287; 0.6002785515320335; 0.1998607242339833; 0.1998607242339833; [0.95977011 0.91860465 0.95348837 0.97093023 0.94767442]; 0.8397212543554007; 0.8083623693379791; 0.9185236768802229; 0.9815242494226328; 0.9860788863109049; 0.9814385150812065; 0.847682119205298; 0.9142857142857143; 0.8414965986394557; 0.8231511254019293; 0.8648648648648649; 0.8065331518568929; 0.920892494929006; 0.9471488178025035; 0.9184837533921861
ensemble_model_v2_N40_B130_E170_nb_zones_6_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 924; 308; 308; 0.6; 0.2; 0.2; [0.90322581 0.82795699 0.89130435 0.875      0.88586957]; 0.8668831168831169; 0.8733766233766234; 0.8961038961038961; 0.9134199134199135; 0.9134199134199135; 0.9134199134199135; 0.8746177370030581; 0.9470198675496688; 0.8684143923735606; 0.8856304985337242; 0.949685534591195; 0.8708159216580136; 0.8994974874371858; 0.927461139896373; 0.8960222366148533
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; 8; ipca_diff; svd; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.86290323 0.84274194 0.875      0.81854839 0.82926829]; 0.9223300970873787; 0.8932038834951457; 0.8933074684772065; 0.8858954041204438; 0.9030694668820679; 0.8836833602584815; 0.923444976076555; 0.9601990049751243; 0.9232274645728703; 0.8967136150234742; 0.9502487562189055; 0.8945556577303058; 0.8955365622032289; 0.9236043095004897; 0.8935985044140297
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; 8; ipca_diff; svd; 1152; 384; 384; 0.6; 0.2; 0.2; [0.9137931  0.9        0.89565217 0.95217391 0.90869565]; 0.8046875; 0.8255208333333334; 0.896875; 0.9522184300341298; 0.96875; 0.9513888888888888; 0.8010610079575596; 0.7783505154639175; 0.8049647314161692; 0.8312342569269521; 0.8168316831683168; 0.825998259166576; 0.8982528263103802; 0.8991769547325102; 0.8968458613324998
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.85135135 0.84684685 0.87387387 0.86936937 0.85454545]; 0.9214092140921409; 0.8970189701897019; 0.9252437703141928; 0.9359783588818755; 0.9368231046931408; 0.9359205776173285; 0.928395061728395; 0.9306930693069307; 0.9204363550127468; 0.8944444444444444; 0.9470588235294117; 0.9006650901566656; 0.9263607257203842; 0.937365010799136; 0.9252042445300028
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; 8; ipca_diff; svdn; 1194; 398; 398; 0.6; 0.2; 0.2; [0.525      0.58333333 0.55882353 0.56302521 0.55882353]; 0.5376884422110553; 0.49748743718592964; 0.5603015075376885; 0.6024291497975708; 0.6231155778894473; 0.5887772194304858; 0.5376884422110554; 0.49767441860465117; 0.5411869360782818; 0.5145631067961165; 0.507177033492823; 0.49697476013265485; 0.5721271393643031; 0.5729676787463271; 0.5599616515506661
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; 8; ipca_diff; svdn; 1182; 394; 394; 0.6; 0.2; 0.2; [0.48319328 0.58474576 0.43644068 0.51271186 0.55084746]; 0.5126903553299492; 0.5228426395939086; 0.8071065989847716; 1.0; 1.0; 1.0; 0.5270935960591133; 0.5691489361702128; 0.515156992356951; 0.5627906976744187; 0.5845410628019324; 0.5195432586736934; 0.8116947472745291; 0.8306288032454361; 0.8070826943056448
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 1188; 396; 396; 0.6; 0.2; 0.2; [0.48739496 0.51260504 0.58403361 0.55042017 0.54237288]; 0.5656565656565656; 0.5151515151515151; 0.8090909090909091; 0.9881756756756757; 0.9848484848484849; 0.9882154882154882; 0.5721393034825871; 0.5958549222797928; 0.5664003675438372; 0.4838709677419355; 0.46875; 0.5137867647058824; 0.8069458631256384; 0.8069458631256384; 0.8090673371572249
svm_model_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; 8; ipca_diff; svdne; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.875      0.90833333 0.94583333 0.88655462 0.87394958]; 0.8190954773869347; 0.8417085427135679; 0.9006024096385542; 0.9477178423236515; 0.9548494983277592; 0.9473244147157192; 0.841409691629956; 0.8883720930232558; 0.8130385055280213; 0.8481927710843374; 0.8627450980392157; 0.8411663634525974; 0.9045323047251687; 0.9223205506391348; 0.9001346342939264
ensemble_model_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; 8; ipca_diff; svdne; 1282; 427; 427; 0.600187265917603; 0.1999063670411985; 0.1999063670411985; [0.81007752 0.8515625  0.81640625 0.8046875  0.8359375 ]; 0.8946135831381733; 0.8407494145199064; 0.8923220973782772; 0.9080911233307147; 0.9017160686427457; 0.9087363494539782; 0.9002217294900221; 0.9144144144144144; 0.8937925730608657; 0.8388625592417062; 0.8762376237623762; 0.8425632563256326; 0.8928238583410998; 0.8995305164319248; 0.8923422890282873
ensemble_model_v2_N40_B130_E170_nb_zones_8_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 1174; 391; 391; 0.6002044989775052; 0.19989775051124745; 0.19989775051124745; [0.91949153 0.90254237 0.94444444 0.93589744 0.97863248]; 0.8184143222506394; 0.8081841432225064; 0.9100204498977505; 0.9745331069609507; 0.9778534923339012; 0.9744463373083475; 0.8382687927107062; 0.9019607843137255; 0.8146167557932265; 0.82837528604119; 0.9378238341968912; 0.8098210080075365; 0.9143135345666991; 0.9542682926829268; 0.9097473150657432
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; 10; ipca_diff; svd; 1388; 462; 462; 0.6003460207612457; 0.19982698961937717; 0.19982698961937717; [0.90647482 0.88489209 0.90647482 0.9028777  0.90942029]; 0.8398268398268398; 0.8506493506493507; 0.8901384083044983; 0.921443736730361; 0.9380403458213257; 0.9200288184438041; 0.8514056224899599; 0.9464285714285714; 0.8429621848739496; 0.8628230616302187; 0.9079497907949791; 0.8485937294782071; 0.8947804473902237; 0.9334485738980121; 0.8901009103256295
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; 10; ipca_diff; svd; 1588; 529; 529; 0.600151171579743; 0.1999244142101285; 0.1999244142101285; [0.9245283  0.93396226 0.93081761 0.94025157 0.92721519]; 0.7766497461928934; 0.7918781725888325; 0.8935185185185185; 0.9486703772418058; 0.9659949622166247; 0.9477329974811084; 0.8078602620087336; 0.8980582524271845; 0.7708376368518901; 0.8047619047619048; 0.898936170212766; 0.7965554637471597; 0.8985971943887775; 0.9436026936026936; 0.8935185185185185
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 1462; 487; 487; 0.6001642036124795; 0.19991789819376027; 0.19991789819376027; [0.89455782 0.90068493 0.88013699 0.88356164 0.88356164]; 0.862144420131291; 0.8358862144420132; 0.9095117845117845; 0.9482178883658373; 0.9644322845417237; 0.9473324213406293; 0.8662420382165605; 0.9147982062780269; 0.8633820091219194; 0.8440748440748441; 0.8675213675213675; 0.8351059752405043; 0.9118491184911848; 0.936026936026936; 0.9095117845117845
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; 10; ipca_diff; svdn; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.54054054 0.54391892 0.56081081 0.54391892 0.51689189]; 0.5245535714285714; 0.5178571428571429; 0.5580808080808081; 0.4687767322497862; 0.37027027027027026; 0.5804054054054054; 0.3238095238095238; 0.22972972972972974; 0.521944510882564; 0.3532934131736527; 0.2610619469026549; 0.5201706130909671; 0.4224422442244225; 0.32323232323232326; 0.5580808080808082
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; 10; ipca_diff; svdn; 1618; 539; 539; 0.6001483679525222; 0.19992581602373888; 0.19992581602373888; [0.53395062 0.54938272 0.45061728 0.53703704 0.51242236]; 0.5277044854881267; 0.49604221635883905; 0.8442760942760943; 1.0; 1.0; 1.0; 0.5398457583547558; 0.5645161290322581; 0.5283720541534347; 0.5419664268585132; 0.5854922279792746; 0.49435901721544373; 0.8473597359735974; 0.8644781144781145; 0.8442760942760944
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.5738255  0.54026846 0.53020134 0.50675676 0.55067568]; 0.5123595505617977; 0.5101123595505618; 0.805976430976431; 0.9824324324324324; 0.9784656796769852; 0.9825033647375504; 0.5392781316348195; 0.5852534562211982; 0.5141179561807745; 0.5301724137931035; 0.5394736842105263; 0.5093681785107932; 0.8091097308488612; 0.8223905723905723; 0.8059764309764309
svm_model_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; 10; ipca_diff; svdne; 1558; 519; 519; 0.6001540832049307; 0.19992295839753466; 0.19992295839753466; [0.92948718 0.89423077 0.88141026 0.92628205 0.89354839]; 0.8264058679706602; 0.8190709046454768; 0.8930976430976431; 0.9308814204185161; 0.9422336328626444; 0.9300385109114248; 0.836027713625866; 0.8660287081339713; 0.8255143540669856; 0.8238095238095238; 0.865; 0.8200598086124402; 0.8954732510288066; 0.9158249158249159; 0.8930976430976432
ensemble_model_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; 10; ipca_diff; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.85666667 0.85       0.84333333 0.86666667 0.84666667]; 0.8812785388127854; 0.8858447488584474; 0.9124579124579124; 0.9295212765957447; 0.932; 0.9293333333333333; 0.8773584905660375; 0.8985507246376812; 0.8821757952192735; 0.8917748917748918; 0.8917748917748918; 0.8855009724574942; 0.9129707112970712; 0.9183501683501684; 0.9124579124579124
ensemble_model_v2_N40_B130_E170_nb_zones_10_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 1540; 513; 513; 0.6001558846453624; 0.19992205767731877; 0.19992205767731877; [0.87337662 0.85714286 0.88311688 0.86038961 0.88961039]; 0.8564593301435407; 0.8516746411483254; 0.9128787878787878; 0.945196647324307; 0.951948051948052; 0.9448051948051948; 0.8672566371681416; 0.9032258064516129; 0.8545979778526721; 0.8523809523809525; 0.8905472636815921; 0.8531077332232846; 0.9145687164671894; 0.9326599326599326; 0.9128787878787878
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; 12; ipca_diff; svd; 1716; 572; 572; 0.6; 0.2; 0.2; [0.84302326 0.89534884 0.9127907  0.92397661 0.89181287]; 0.8393939393939394; 0.8393939393939394; 0.8804713804713805; 0.9038876889848813; 0.9755244755244755; 0.8962703962703962; 0.8436578171091446; 0.89937106918239; 0.8414984000882711; 0.8445747800586509; 0.8421052631578947; 0.8392916252896392; 0.8878357030015797; 0.9461279461279462; 0.8804713804713805
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; 12; ipca_diff; svd; 1684; 561; 561; 0.6001425516749822; 0.1999287241625089; 0.1999287241625089; [0.89349112 0.90532544 0.86011905 0.91666667 0.86309524]; 0.9046242774566474; 0.8815028901734104; 0.9175084175084175; 0.927810650887574; 0.9311163895486936; 0.9275534441805225; 0.912; 0.9715909090909091; 0.903442513368984; 0.889487870619946; 0.9705882352941176; 0.8830213903743316; 0.9195402298850575; 0.9427609427609428; 0.9175084175084176
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svd; 40; 130; 170; zones; ipca_diff; svd; 1794; 598; 598; 0.6; 0.2; 0.2; [0.89166667 0.88333333 0.84636872 0.86592179 0.84357542]; 0.9140893470790378; 0.9243986254295533; 0.9288720538720538; 0.932297447280799; 0.9364548494983278; 0.9319955406911928; 0.9201277955271565; 0.96; 0.9126241134751774; 0.9246575342465754; 0.9574468085106383; 0.9253900709219858; 0.9297881179891982; 0.9419191919191919; 0.9288720538720541
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; 12; ipca_diff; svdn; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.5        0.50289017 0.51445087 0.55780347 0.51445087]; 0.4720496894409938; 0.5186335403726708; 0.5441919191919192; 0.651012891344383; 0.8163972286374134; 0.5623556581986143; 0.5707070707070707; 0.7533333333333333; 0.4900387596899225; 0.6370023419203747; 0.7906976744186046; 0.49868217054263564; 0.6383973288814692; 0.8047138047138047; 0.5441919191919191
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; 12; ipca_diff; svdn; 1762; 587; 587; 0.6001362397820164; 0.19993188010899182; 0.19993188010899182; [0.52824859 0.55397727 0.51988636 0.53693182 0.52840909]; 0.498371335504886; 0.50814332247557; 0.8712121212121212; 0.9994321408290744; 0.9988649262202043; 0.9994324631101021; 0.5389221556886228; 0.5555555555555556; 0.4950191570881226; 0.541033434650456; 0.6137931034482759; 0.5136866751809281; 0.8737623762376238; 0.8914141414141414; 0.8712121212121212
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svdn; 40; 130; 170; zones; ipca_diff; svdn; 1746; 582; 582; 0.6; 0.2; 0.2; [0.53142857 0.56       0.56285714 0.5316092  0.50287356]; 0.49206349206349204; 0.5015873015873016; 0.8552188552188552; 0.9845626072041167; 0.9862542955326461; 0.9845360824742267; 0.5209580838323354; 0.5723684210526315; 0.49477316758153045; 0.5552407932011332; 0.6012269938650306; 0.49798191798514696; 0.858784893267652; 0.8804713804713805; 0.8552188552188553
svm_model_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; 12; ipca_diff; svdne; 1674; 558; 558; 0.6; 0.2; 0.2; [0.87797619 0.85714286 0.82934132 0.85928144 0.8742515 ]; 0.9173789173789174; 0.8831908831908832; 0.9019360269360269; 0.9051774287376382; 0.929510155316607; 0.9026284348864995; 0.9192200557103064; 0.9482758620689655; 0.9176407558932399; 0.888283378746594; 0.9209039548022598; 0.8828657705045783; 0.9047034764826175; 0.930976430976431; 0.9019360269360269
ensemble_model_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; 12; ipca_diff; svdne; 1842; 614; 614; 0.6; 0.2; 0.2; [0.87567568 0.88858696 0.88858696 0.89673913 0.86413043]; 0.8202247191011236; 0.8426966292134831; 0.9036195286195287; 0.9283135636926252; 0.9771986970684039; 0.9245385450597177; 0.8344827586206898; 0.8642857142857143; 0.8179696287964004; 0.832; 0.8188976377952756; 0.8415916760404949; 0.9076240419524001; 0.946969696969697; 0.9036195286195287
ensemble_model_v2_N40_B130_E170_nb_zones_12_ipca_diff_svdne; 40; 130; 170; zones; ipca_diff; svdne; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.84946237 0.88978495 0.87903226 0.8844086  0.88918919]; 0.8494208494208494; 0.833976833976834; 0.9225589225589226; 0.9451022604951561; 0.9451022604951561; 0.9451022604951561; 0.8517110266159695; 0.9032258064516129; 0.8516129032258065; 0.8491228070175437; 0.8962962962962963; 0.8312126642771804; 0.9235245220282627; 0.9351851851851852; 0.9225589225589225
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; 4; ipca_diff; svd; 666; 222; 222; 0.6; 0.2; 0.2; [0.88059701 0.89552239 0.91044776 0.87121212 0.88636364]; 0.8468468468468469; 0.7792792792792793; 0.8765765765765766; 0.9179331306990881; 0.9069069069069069; 0.918918918918919; 0.8547008547008547; 0.9523809523809523; 0.8522588522588522; 0.7983539094650207; 0.9326923076923077; 0.7883800521512386; 0.879295154185022; 0.9206642066420664; 0.8775856244477938
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; 4; ipca_diff; svd; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.89 0.93 0.9  0.9  0.89]; 0.8674698795180723; 0.8433734939759037; 0.9026442307692307; 0.9343936381709742; 0.94; 0.934; 0.8764044943820225; 0.8863636363636364; 0.8662587412587412; 0.8522727272727273; 0.8823529411764706; 0.8424110384894699; 0.9054842473745626; 0.91725768321513; 0.9023941227811592
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 688; 229; 229; 0.6003490401396161; 0.19982547993019198; 0.19982547993019198; [0.86231884 0.84782609 0.86231884 0.8115942  0.83088235]; 0.851528384279476; 0.8777292576419214; 0.9031413612565445; 0.9294964028776977; 0.938953488372093; 0.9287790697674418; 0.8425925925925927; 0.900990099009901; 0.8567450495049506; 0.8852459016393444; 0.9152542372881356; 0.8765460375629867; 0.903896103896104; 0.9271758436944938; 0.9035536165299228
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; 4; ipca_diff; svdn; 640; 213; 213; 0.600375234521576; 0.199812382739212; 0.199812382739212; [0.515625  0.4765625 0.453125  0.546875  0.5      ]; 0.48826291079812206; 0.4647887323943662; 0.5900562851782364; 0.6581469648562301; 0.64375; 0.665625; 0.4976958525345622; 0.4909090909090909; 0.48817299205648723; 0.43000000000000005; 0.4095238095238095; 0.46402116402116406; 0.5810162991371046; 0.5663551401869159; 0.5901455550275446
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; 4; ipca_diff; svdn; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.58208955 0.55970149 0.53731343 0.43283582 0.54477612]; 0.5291479820627802; 0.47533632286995514; 0.8010752688172043; 1.0; 1.0; 1.0; 0.49760765550239233; 0.5360824742268041; 0.529945999018164; 0.47058823529411764; 0.46017699115044247; 0.47554304102976674; 0.7981818181818181; 0.8055045871559633; 0.8011761114413792
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 618; 206; 206; 0.6; 0.2; 0.2; [0.51612903 0.51612903 0.5        0.51612903 0.54918033]; 0.5339805825242718; 0.46601941747572817; 0.7970873786407767; 0.9951377633711508; 0.9935275080906149; 0.9951456310679612; 0.5555555555555555; 0.5882352941176471; 0.5345022624434389; 0.4554455445544554; 0.48936170212765956; 0.46789513677811545; 0.7980676328502415; 0.8178217821782178; 0.7974823196605374
svm_model_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; 4; ipca_diff; svdne; 638; 212; 212; 0.60075329566855; 0.19962335216572505; 0.19962335216572505; [0.8984375  0.90625    0.875      0.890625   0.88888889]; 0.8207547169811321; 0.8632075471698113; 0.8870056497175142; 0.9162717219589257; 0.9090909090909091; 0.9169278996865204; 0.8442622950819672; 0.9537037037037037; 0.8181980056980057; 0.8711111111111112; 0.9514563106796117; 0.8656364122205398; 0.8911070780399275; 0.9264150943396227; 0.8870797276209392
ensemble_model_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; 4; ipca_diff; svdne; 654; 218; 218; 0.6; 0.2; 0.2; [0.90909091 0.87878788 0.85384615 0.8        0.8       ]; 0.8211009174311926; 0.8486238532110092; 0.863302752293578; 0.8888888888888888; 0.9418960244648318; 0.882262996941896; 0.8115942028985507; 0.84; 0.8225423728813558; 0.83248730964467; 0.8817204301075269; 0.8528602150537635; 0.8641750227894256; 0.9115384615384615; 0.8654183535762483
ensemble_model_v2_N40_B160_E200_nb_zones_4_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 528; 176; 176; 0.6; 0.2; 0.2; [0.81132075 0.83962264 0.78301887 0.85849057 0.83653846]; 0.8181818181818182; 0.8806818181818182; 0.8965909090909091; 0.9283018867924527; 0.9318181818181818; 0.928030303030303; 0.8160919540229885; 0.9102564102564102; 0.8275771847200418; 0.896551724137931; 0.91; 0.8760526315789474; 0.8996692392502756; 0.9230769230769231; 0.8964699683877767
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; 6; ipca_diff; svd; 972; 324; 324; 0.6; 0.2; 0.2; [0.89285714 0.87113402 0.91752577 0.86082474 0.8814433 ]; 0.7932098765432098; 0.7901234567901234; 0.854320987654321; 0.9022265246853822; 0.9588477366255144; 0.8960905349794239; 0.8303797468354431; 0.9265536723163842; 0.779603366770437; 0.8100558659217879; 0.90625; 0.7915396341463414; 0.8678611422172453; 0.9416767922235723; 0.8528961125484235
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; 6; ipca_diff; svd; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.81325301 0.84939759 0.80120482 0.8253012  0.84337349]; 0.8514492753623188; 0.8297101449275363; 0.8791606367583212; 0.9051620648259304; 0.908433734939759; 0.9048192771084337; 0.8429118773946361; 0.8270676691729323; 0.8505967716494033; 0.840677966101695; 0.8266666666666667; 0.8300000000000001; 0.8797696184305256; 0.8753581661891118; 0.8791995509308131
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 944; 314; 314; 0.6005089058524173; 0.19974554707379136; 0.19974554707379136; [0.8        0.82631579 0.84574468 0.78191489 0.87234043]; 0.8694267515923567; 0.8821656050955414; 0.9052162849872774; 0.9262720664589824; 0.9449152542372882; 0.9247881355932204; 0.8776119402985075; 0.901840490797546; 0.8681387884451307; 0.8888888888888888; 0.9426751592356688; 0.8821656050955414; 0.9086450030656039; 0.9356060606060606; 0.9049825174825175
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; 6; ipca_diff; svdn; 1026; 342; 342; 0.6; 0.2; 0.2; [0.52427184 0.48058252 0.49514563 0.5        0.48529412]; 0.5292397660818714; 0.47076023391812866; 0.5567251461988304; 0.5737704918032787; 0.5458089668615984; 0.594541910331384; 0.5222551928783382; 0.5028571428571429; 0.5298716852010266; 0.4723032069970846; 0.47928994082840237; 0.4708588432465711; 0.5422705314009661; 0.5239206534422404; 0.5568020617738751
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; 6; ipca_diff; svdn; 856; 285; 285; 0.6002805049088359; 0.19985974754558206; 0.19985974754558206; [0.53488372 0.56976744 0.5        0.57058824 0.55882353]; 0.4807017543859649; 0.4631578947368421; 0.7854137447405329; 0.9941792782305006; 0.9976635514018691; 0.994158878504673; 0.37815126050420167; 0.3125; 0.4824911347517731; 0.42696629213483145; 0.3877551020408163; 0.4656166814551907; 0.7756598240469209; 0.7357440890125174; 0.7858352694001767
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 792; 264; 264; 0.6; 0.2; 0.2; [0.56875    0.55696203 0.43670886 0.56329114 0.53797468]; 0.5378787878787878; 0.4772727272727273; 0.7984848484848485; 0.9924242424242424; 0.9924242424242424; 0.9924242424242424; 0.5642857142857143; 0.632; 0.5426187050359712; 0.5306122448979592; 0.5416666666666666; 0.4708333333333333; 0.8052708638360176; 0.8270676691729323; 0.7982666590139471
svm_model_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; 6; ipca_diff; svdne; 816; 272; 272; 0.6; 0.2; 0.2; [0.85365854 0.84146341 0.8597561  0.83950617 0.90740741]; 0.8455882352941176; 0.8492647058823529; 0.8558823529411764; 0.8564167725540025; 0.8259803921568627; 0.8615196078431372; 0.8581081081081081; 0.9136690647482014; 0.8440525774868828; 0.8498168498168499; 0.8923076923076924; 0.8510834236186349; 0.855457227138643; 0.8567208271787297; 0.8558860358441233
ensemble_model_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; 6; ipca_diff; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.82417582 0.88888889 0.83888889 0.85       0.87222222]; 0.8466666666666667; 0.8833333333333333; 0.8794940079893475; 0.8933901918976546; 0.9290465631929047; 0.8891352549889135; 0.8476821192052979; 0.8707482993197279; 0.8471388555422169; 0.8874598070739551; 0.9078947368421053; 0.8830014224751066; 0.8833010960670535; 0.9133333333333333; 0.8795390070921985
ensemble_model_v2_N40_B160_E200_nb_zones_6_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 836; 278; 278; 0.6005747126436781; 0.1997126436781609; 0.1997126436781609; [0.88690476 0.91666667 0.91071429 0.87349398 0.94578313]; 0.8381294964028777; 0.8093525179856115; 0.8900862068965517; 0.935064935064935; 0.9473684210526315; 0.9342105263157894; 0.8514851485148515; 0.8958333333333334; 0.8359763681592041; 0.8239202657807309; 0.8985507246376812; 0.8099896480331262; 0.8945554789800139; 0.9271428571428572; 0.8898720066061105
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; 8; ipca_diff; svd; 1154; 384; 384; 0.6004162330905307; 0.19979188345473464; 0.19979188345473464; [0.84913793 0.82327586 0.83478261 0.83043478 0.83913043]; 0.8307291666666666; 0.8515625; 0.8850156087408949; 0.9151670951156814; 0.925476603119584; 0.9142114384748701; 0.8418491484184915; 0.9351351351351351; 0.834401738421839; 0.8619854721549636; 0.9417989417989417; 0.8529507529507528; 0.8890005022601708; 0.9305993690851735; 0.8854850604437197
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; 8; ipca_diff; svd; 1318; 439; 439; 0.6001821493624773; 0.1999089253187614; 0.1999089253187614; [0.90530303 0.93560606 0.9280303  0.90909091 0.88167939]; 0.8314350797266514; 0.8132118451025057; 0.8929872495446266; 0.9398324447829398; 0.936267071320182; 0.9400606980273141; 0.8451882845188284; 0.8898678414096917; 0.8293678829689968; 0.8209606986899564; 0.8744186046511628; 0.8144414451827243; 0.8955091151622943; 0.9146230699364214; 0.892927973324375
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 1140; 380; 380; 0.6; 0.2; 0.2; [0.89912281 0.85526316 0.85526316 0.85087719 0.87719298]; 0.8578947368421053; 0.8657894736842106; 0.8863157894736842; 0.906801007556675; 0.9473684210526315; 0.9026315789473685; 0.8744186046511627; 0.912621359223301; 0.8528624037495816; 0.8617886178861788; 0.9034090909090909; 0.8683712121212122; 0.8914572864321608; 0.9317226890756303; 0.8862199943268446
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; 8; ipca_diff; svdn; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.48333333 0.5        0.48319328 0.52521008 0.51260504]; 0.49370277078085645; 0.5012594458438288; 0.608257804632427; 0.6880658436213992; 0.7013422818791947; 0.6820469798657718; 0.501240694789082; 0.4926829268292683; 0.49373729674796746; 0.5263157894736843; 0.5314009661835749; 0.499911009407577; 0.6178781925343811; 0.6240079365079365; 0.6080162381926186
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; 8; ipca_diff; svdn; 1276; 425; 425; 0.6001881467544685; 0.19990592662276577; 0.19990592662276577; [0.5390625  0.52734375 0.51953125 0.53543307 0.5       ]; 0.4823529411764706; 0.49411764705882355; 0.7949200376293509; 0.9992156862745099; 0.9984326018808778; 0.9992163009404389; 0.5473251028806585; 0.6100917431192661; 0.4789589150378939; 0.5232815964523281; 0.5645933014354066; 0.4952596136806663; 0.8028933092224232; 0.8338028169014085; 0.7948467430407138
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.508 0.548 0.568 0.484 0.492]; 0.49759615384615385; 0.5240384615384616; 0.7992315081652257; 0.991207034372502; 0.992; 0.9912; 0.46272493573264784; 0.44776119402985076; 0.4959736202707393; 0.4761904761904762; 0.430622009569378; 0.5244897487460417; 0.7928642220019821; 0.7729468599033816; 0.7990808798084243
svm_model_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; 8; ipca_diff; svdne; 1132; 377; 377; 0.6002120890774125; 0.19989395546129374; 0.19989395546129374; [0.9122807  0.89380531 0.93362832 0.87610619 0.89380531]; 0.8010610079575596; 0.8063660477453581; 0.8716861081654295; 0.9192439862542956; 0.9452296819787986; 0.9169611307420494; 0.8051948051948051; 0.8157894736842105; 0.8009428651843513; 0.8042895442359249; 0.8379888268156425; 0.8078833022967101; 0.8740894901144641; 0.8983957219251337; 0.87191079471651
ensemble_model_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; 8; ipca_diff; svdne; 1168; 389; 389; 0.6002055498458376; 0.1998972250770812; 0.1998972250770812; [0.85897436 0.89316239 0.88034188 0.88888889 0.875     ]; 0.8508997429305912; 0.8097686375321337; 0.8782117163412128; 0.9104859335038362; 0.9143835616438356; 0.9101027397260274; 0.8520408163265307; 0.8477157360406091; 0.8509412013536379; 0.8140703517587939; 0.8223350253807107; 0.8096050126903553; 0.8792664289353032; 0.8824130879345603; 0.8781900150416603
ensemble_model_v2_N40_B160_E200_nb_zones_8_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 1248; 416; 416; 0.6; 0.2; 0.2; [0.856      0.868      0.88       0.844      0.85080645]; 0.8485576923076923; 0.8076923076923077; 0.895673076923077; 0.9401294498381877; 0.9310897435897436; 0.9407051282051282; 0.8283378746594006; 0.8042328042328042; 0.8448476796494417; 0.8113207547169811; 0.7818181818181819; 0.8092764378478664; 0.8929452392698569; 0.8760890609874153; 0.8955421427191137
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; 10; ipca_diff; svd; 1392; 464; 464; 0.6; 0.2; 0.2; [0.85       0.90647482 0.88848921 0.91007194 0.82014388]; 0.8275862068965517; 0.8168103448275862; 0.8788793103448276; 0.9159420289855073; 0.9080459770114943; 0.9166666666666667; 0.8518518518518519; 0.9311740890688259; 0.8204257542118323; 0.8261758691206544; 0.9308755760368663; 0.8237373831601336; 0.8833540888335408; 0.9172413793103448; 0.8788793103448275
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; 10; ipca_diff; svd; 1524; 508; 508; 0.6; 0.2; 0.2; [0.84640523 0.85620915 0.85526316 0.86513158 0.875     ]; 0.8708920187793427; 0.852112676056338; 0.8901515151515151; 0.90850927703135; 0.931758530183727; 0.9061679790026247; 0.8791208791208791; 0.8968609865470852; 0.8696127592833948; 0.8524590163934426; 0.896551724137931; 0.8541054584815216; 0.8932515337423313; 0.9191919191919192; 0.8901515151515151
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 1542; 514; 514; 0.6; 0.2; 0.2; [0.87741935 0.86363636 0.89285714 0.8474026  0.87012987]; 0.8441247002398081; 0.8201438848920863; 0.906986531986532; 0.9476405946994182; 0.9507133592736705; 0.9474708171206225; 0.8448687350835322; 0.8634146341463415; 0.8444431661297744; 0.8275862068965517; 0.8490566037735849; 0.8196502531063048; 0.9079550187421908; 0.9175084175084175; 0.9069865319865318
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; 10; ipca_diff; svdn; 1370; 456; 456; 0.6003505696757231; 0.19982471516213848; 0.19982471516213848; [0.49635036 0.50364964 0.5        0.52189781 0.49635036]; 0.5307017543859649; 0.4780701754385965; 0.5775635407537248; 0.6444444444444444; 0.6773722627737226; 0.6262773722627737; 0.5668016194331984; 0.5809128630705395; 0.5276657338608511; 0.49361702127659574; 0.5272727272727272; 0.4797380585516179; 0.5990016638935107; 0.6282722513089005; 0.5773403510065629
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; 10; ipca_diff; svdn; 1454; 484; 484; 0.6003303055326177; 0.19983484723369116; 0.19983484723369116; [0.5239726  0.50684932 0.50344828 0.47586207 0.53103448]; 0.5206073752711496; 0.4967462039045553; 0.8089225589225589; 0.9993117687543015; 0.9986244841815681; 0.9993122420907841; 0.5366876310272537; 0.5953488372093023; 0.5253166950274154; 0.5415019762845849; 0.556910569105691; 0.49240877292493856; 0.8136288998357963; 0.8341750841750841; 0.8089225589225589
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 1548; 516; 516; 0.6; 0.2; 0.2; [0.52258065 0.48064516 0.47419355 0.48709677 0.50649351]; 0.5265700483091788; 0.4975845410628019; 0.8274410774410774; 0.9961290322580645; 0.9974160206718347; 0.9961240310077519; 0.5265700483091788; 0.5240384615384616; 0.5265823375653473; 0.4773869346733668; 0.46116504854368934; 0.49740944734876774; 0.8264182895850974; 0.8215488215488216; 0.8274410774410775
svm_model_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; 10; ipca_diff; svdne; 1488; 496; 496; 0.6; 0.2; 0.2; [0.81879195 0.81879195 0.79865772 0.84228188 0.78378378]; 0.9166666666666666; 0.9234234234234234; 0.8543771043771043; 0.829086389061529; 0.896505376344086; 0.8151881720430108; 0.9175946547884187; 0.9363636363636364; 0.9168425324675326; 0.9264069264069265; 0.9553571428571429; 0.9231331168831168; 0.8626984126984127; 0.914983164983165; 0.8543771043771045
ensemble_model_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; 10; ipca_diff; svdne; 1556; 518; 518; 0.6003086419753086; 0.19984567901234568; 0.19984567901234568; [0.85576923 0.83012821 0.84935897 0.83548387 0.87096774]; 0.8219512195121951; 0.8634146341463415; 0.8800505050505051; 0.9037037037037037; 0.9408740359897172; 0.8997429305912596; 0.8197530864197532; 0.7942583732057417; 0.822502320931229; 0.8620689655172413; 0.8706467661691543; 0.8635530481563475; 0.8827642945290004; 0.9031986531986532; 0.880050505050505
ensemble_model_v2_N40_B160_E200_nb_zones_10_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 1464; 488; 488; 0.6; 0.2; 0.2; [0.87414966 0.83333333 0.89726027 0.86643836 0.88356164]; 0.8464912280701754; 0.831140350877193; 0.8821548821548821; 0.9095853161114886; 0.9139344262295082; 0.9091530054644809; 0.8643410852713178; 0.9653679653679653; 0.8449062049062048; 0.851063829787234; 0.9777777777777777; 0.8330447330447331; 0.8881789137380192; 0.936026936026936; 0.8821548821548821
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; 12; ipca_diff; svd; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.86944444 0.86944444 0.85277778 0.85277778 0.86871508]; 0.8650519031141869; 0.8823529411764706; 0.9065656565656566; 0.9186237028945932; 0.9354838709677419; 0.9171301446051169; 0.8814589665653495; 0.9354838709677419; 0.8595329802599904; 0.8811188811188811; 0.9402985074626866; 0.8862782859894078; 0.909239574816026; 0.936026936026936; 0.9065656565656567
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; 12; ipca_diff; svd; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.875      0.83055556 0.86388889 0.83798883 0.8575419 ]; 0.8379310344827586; 0.8379310344827586; 0.8985690235690236; 0.9185595567867036; 0.923162583518931; 0.9181514476614699; 0.8417508417508417; 0.8278145695364238; 0.8383677164228883; 0.8315412186379929; 0.8345323741007195; 0.837795988374863; 0.8987820243595128; 0.9006734006734006; 0.8985690235690235
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svd; 40; 160; 200; zones; ipca_diff; svd; 1766; 588; 588; 0.6002719238613188; 0.19986403806934058; 0.19986403806934058; [0.90112994 0.88135593 0.86158192 0.88920455 0.86079545]; 0.8459016393442623; 0.8098360655737705; 0.8867845117845118; 0.9103825136612022; 0.9433748584371461; 0.9071347678369197; 0.8535825545171339; 0.9133333333333333; 0.8469892473118279; 0.8273809523809523; 0.896774193548387; 0.8083870967741935; 0.891837555287495; 0.9335016835016835; 0.8867845117845118
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; 12; ipca_diff; svdn; 1818; 606; 606; 0.6; 0.2; 0.2; [0.48351648 0.51373626 0.5        0.51648352 0.49723757]; 0.4838709677419355; 0.4910394265232975; 0.6094276094276094; 0.6649269311064718; 0.7007700770077008; 0.6468646864686469; 0.5; 0.4931506849315068; 0.4834174477289113; 0.48920863309352514; 0.5112781954887218; 0.4919404676073746; 0.6261079774375503; 0.6540404040404041; 0.6094276094276094
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; 12; ipca_diff; svdn; 1848; 616; 616; 0.6; 0.2; 0.2; [0.52162162 0.54324324 0.48108108 0.50540541 0.53804348]; 0.5606060606060606; 0.5340909090909091; 0.8994107744107744; 1.0; 1.0; 1.0; 0.5503875968992249; 0.5298507462686567; 0.5610792192881745; 0.4938271604938272; 0.46153846153846156; 0.5330080367393801; 0.898254576415496; 0.8880471380471381; 0.8994107744107743
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svdn; 40; 160; 200; zones; ipca_diff; svdn; 1860; 620; 620; 0.6; 0.2; 0.2; [0.44086022 0.5        0.46774194 0.48924731 0.50268817]; 0.46124031007751937; 0.5426356589147286; 0.8872053872053872; 0.9940955448201826; 0.9956989247311828; 0.9940860215053763; 0.4633204633204633; 0.45112781954887216; 0.46156390977443607; 0.4913793103448276; 0.456; 0.54003007518797; 0.8861512319456244; 0.8779461279461279; 0.8872053872053872
svm_model_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; 12; ipca_diff; svdne; 1824; 608; 608; 0.6; 0.2; 0.2; [0.84153005 0.82513661 0.84340659 0.85714286 0.82967033]; 0.8985507246376812; 0.8913043478260869; 0.8518518518518519; 0.8501529051987768; 0.9144736842105263; 0.8388157894736843; 0.889763779527559; 0.875968992248062; 0.8971681695934187; 0.8928571428571428; 0.8503401360544217; 0.8941623160892264; 0.8589743589743589; 0.9023569023569024; 0.8518518518518519
ensemble_model_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; 12; ipca_diff; svdne; 1830; 610; 610; 0.6; 0.2; 0.2; [0.86885246 0.85245902 0.86885246 0.85245902 0.87704918]; 0.8315018315018315; 0.8205128205128205; 0.8796296296296297; 0.8988883006881948; 0.9278688524590164; 0.8956284153005465; 0.8345323741007195; 0.8405797101449275; 0.8314009661835748; 0.8231046931407944; 0.8444444444444444; 0.8207729468599034; 0.8829787234042553; 0.9082491582491582; 0.8796296296296297
ensemble_model_v2_N40_B160_E200_nb_zones_12_ipca_diff_svdne; 40; 160; 200; zones; ipca_diff; svdne; 1728; 576; 576; 0.6; 0.2; 0.2; [0.85549133 0.88439306 0.83526012 0.86127168 0.875     ]; 0.8950617283950617; 0.8333333333333334; 0.8817340067340067; 0.8930747922437673; 0.9328703703703703; 0.8883101851851852; 0.9005847953216375; 0.9221556886227545; 0.8941988634196576; 0.8383233532934131; 0.89171974522293; 0.8350814294976925; 0.8867392180572349; 0.9259259259259259; 0.8817340067340068
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; 4; svd_reconstruct; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.62878788 0.63636364 0.62878788 0.56818182 0.65909091]; 0.6181818181818182; 0.5954545454545455; 0.8418181818181818; 0.9984871406959154; 1.0; 0.9984848484848484; 0.7254901960784315; 0.9823008849557522; 0.6079728723844181; 0.6941580756013745; 1.0; 0.6260504201680672; 0.8616852146263911; 0.9963235294117647; 0.8434855057130765
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; 4; svd_reconstruct; svd; 508; 169; 169; 0.6004728132387707; 0.19976359338061467; 0.19976359338061467; [0.84313725 0.81372549 0.79411765 0.87254902 0.81      ]; 0.8106508875739645; 0.8579881656804734; 0.933806146572104; 1.0; 1.0; 1.0; 0.8160919540229885; 0.8554216867469879; 0.8114317736060521; 0.8518518518518517; 0.9078947368421053; 0.862549518958687; 0.933649289099526; 0.9539951573849879; 0.9342724054823323
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.86666667 0.925      0.89166667 0.9        0.88135593]; 0.8040201005025126; 0.7487437185929648; 0.9086345381526104; 0.9966555183946488; 0.9966555183946488; 0.9966555183946488; 0.8040201005025126; 0.8; 0.8040404040404041; 0.7572815533980582; 0.7428571428571429; 0.7490881458966565; 0.9092721834496512; 0.9047619047619048; 0.9086817653890824
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; 4; svd_reconstruct; svdn; 574; 191; 191; 0.600418410041841; 0.1997907949790795; 0.1997907949790795; [0.8362069  0.87068966 0.86842105 0.85087719 0.92982456]; 0.8167539267015707; 0.7801047120418848; 0.8441422594142259; 0.8700361010830324; 0.8397212543554007; 0.8745644599303135; 0.8108108108108107; 0.8064516129032258; 0.8164911125740618; 0.7640449438202248; 0.7640449438202247; 0.7790812954395242; 0.8375136314067612; 0.8187633262260128; 0.843673244221836
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; 4; svd_reconstruct; svdn; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.8671875  0.84920635 0.86507937 0.83333333 0.88888889]; 0.8142857142857143; 0.7952380952380952; 0.9163498098859315; 0.9904761904761905; 0.9873417721518988; 0.990506329113924; 0.8296943231441049; 0.8333333333333334; 0.8125; 0.8071748878923766; 0.9183673469387755; 0.8029336734693877; 0.9186691312384473; 0.9412878787878788; 0.9162546264168402
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.83928571 0.84821429 0.80357143 0.87272727 0.81818182]; 0.7945945945945946; 0.7513513513513513; 0.8941684665226782; 0.974910394265233; 0.9784172661870504; 0.974820143884892; 0.8155339805825244; 0.8842105263157894; 0.7921052631578948; 0.7444444444444445; 0.8271604938271605; 0.7597340930674263; 0.896186440677966; 0.9317180616740088; 0.894884454565818
svm_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; 4; svd_reconstruct; svdne; 538; 179; 179; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.87037037 0.84259259 0.84259259 0.7962963  0.91509434]; 0.776536312849162; 0.8547486033519553; 0.8526785714285714; 0.8680000000000001; 0.8066914498141264; 0.8773234200743495; 0.7826086956521741; 0.7272727272727273; 0.7823863636363636; 0.8059701492537314; 0.7714285714285715; 0.8398427260812581; 0.8386308068459658; 0.7831050228310502; 0.8511594983150885
ensemble_model_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; 4; svd_reconstruct; svdne; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.9375     0.94444444 0.8968254  0.94444444 0.92857143]; 0.7952380952380952; 0.8095238095238095; 0.8821292775665399; 0.9356357927786499; 0.9430379746835443; 0.9351265822784811; 0.7902439024390244; 0.8181818181818182; 0.7964782964782966; 0.8130841121495327; 0.90625; 0.8171600877192984; 0.8825757575757576; 0.9119373776908023; 0.8829557498435527
ensemble_model_v2_N40_B0_E40_nb_zones_4_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 624; 208; 208; 0.6; 0.2; 0.2; [0.84126984 0.86507937 0.77419355 0.82258065 0.87096774]; 0.8269230769230769; 0.8221153846153846; 0.8884615384615384; 0.9277310924369748; 0.8846153846153846; 0.9310897435897436; 0.8474576271186441; 0.9615384615384616; 0.826923076923077; 0.8477366255144033; 0.9363636363636364; 0.8151205936920223; 0.8919925512104283; 0.9106463878326996; 0.8882025713482564
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; 6; svd_reconstruct; svd; 822; 274; 274; 0.6; 0.2; 0.2; [0.64457831 0.57926829 0.61585366 0.59146341 0.58536585]; 0.6313868613138686; 0.6204379562043796; 0.8503649635036497; 1.0; 1.0; 1.0; 0.7320954907161803; 0.9928057553956835; 0.6260325073274714; 0.7263157894736841; 0.9857142857142858; 0.6122601279317698; 0.8701709943001901; 0.9956521739130435; 0.8492966751918158
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; 6; svd_reconstruct; svd; 942; 314; 314; 0.6; 0.2; 0.2; [0.91578947 0.90425532 0.93617021 0.90957447 0.95744681]; 0.7292993630573248; 0.7929936305732485; 0.9044585987261147; 1.0; 1.0; 1.0; 0.7592067988668554; 0.881578947368421; 0.7339993502274204; 0.8179271708683475; 0.906832298136646; 0.7900174562578657; 0.9092009685230024; 0.9579081632653061; 0.9045266007166225
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 936; 312; 312; 0.6; 0.2; 0.2; [0.93617021 0.86702128 0.93617021 0.87096774 0.88709677]; 0.7884615384615384; 0.8557692307692307; 0.9166666666666666; 0.9794594594594596; 0.967948717948718; 0.9797008547008548; 0.8070175438596492; 0.8363636363636363; 0.7855287569573283; 0.8632218844984803; 0.8987341772151899; 0.8552112444517508; 0.918546365914787; 0.9266750948166877; 0.9165235031950799
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; 6; svd_reconstruct; svdn; 924; 308; 308; 0.6; 0.2; 0.2; [0.79032258 0.74731183 0.80978261 0.7826087  0.78804348]; 0.7922077922077922; 0.801948051948052; 0.8103896103896104; 0.8401913875598086; 0.9502164502164502; 0.8192640692640693; 0.8202247191011235; 0.9931972789115646; 0.8009464655427389; 0.8242074927953891; 0.9794520547945206; 0.810713681718248; 0.8329519450800915; 0.9642384105960264; 0.8133293963808158
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; 6; svd_reconstruct; svdn; 904; 301; 301; 0.600265604249668; 0.199867197875166; 0.199867197875166; [0.79120879 0.80769231 0.88888889 0.81666667 0.77222222]; 0.7940199335548173; 0.8438538205980066; 0.8393094289508632; 0.8549618320610687; 0.8672566371681416; 0.8528761061946903; 0.8176470588235294; 0.9328859060402684; 0.7953903214411868; 0.8478964401294498; 0.9357142857142857; 0.8498447204968944; 0.8454661558109834; 0.893387314439946; 0.8401577095075548
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.79032258 0.82065217 0.76086957 0.86956522 0.80434783]; 0.8013029315960912; 0.8306188925081434; 0.8756510416666666; 0.9175475687103595; 0.9414316702819957; 0.9154013015184382; 0.8211143695014663; 0.8974358974358975; 0.7997113262013924; 0.8385093167701863; 0.8940397350993378; 0.8316352521650534; 0.8812927284027345; 0.9231770833333334; 0.8756510416666667
svm_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; 6; svd_reconstruct; svdne; 902; 300; 300; 0.6005326231691078; 0.19973368841544606; 0.19973368841544606; [0.88461538 0.84444444 0.86666667 0.84444444 0.83333333]; 0.76; 0.7866666666666666; 0.8262316910785619; 0.8699271592091571; 0.926829268292683; 0.8614190687361418; 0.7882352941176471; 0.950354609929078; 0.7707747892412685; 0.8212290502793296; 0.9545454545454546; 0.7820672478206725; 0.8426763110307415; 0.9369973190348525; 0.8269642679830348
ensemble_model_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; 6; svd_reconstruct; svdne; 864; 288; 288; 0.6; 0.2; 0.2; [0.93678161 0.94252874 0.9127907  0.88953488 0.93604651]; 0.7222222222222222; 0.7777777777777778; 0.8791666666666667; 0.9660633484162896; 0.9884259259259259; 0.9652777777777779; 0.7560975609756097; 0.8732394366197183; 0.7242909511865715; 0.8012422360248447; 0.8775510204081632; 0.7756549428281951; 0.8865710560625816; 0.9431345353675451; 0.8790776988381537
ensemble_model_v2_N40_B0_E40_nb_zones_6_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 970; 323; 323; 0.6002475247524752; 0.1998762376237624; 0.1998762376237624; [0.86082474 0.88659794 0.84536082 0.84020619 0.86082474]; 0.7832817337461301; 0.7708978328173375; 0.8719059405940595; 0.9323308270676692; 0.8948453608247423; 0.9350515463917526; 0.7891566265060241; 0.7797619047619048; 0.7834293394777265; 0.7771084337349398; 0.7962962962962963; 0.7708189556015643; 0.870219435736677; 0.8515337423312883; 0.8720839747861185
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; 8; svd_reconstruct; svd; 1176; 392; 392; 0.6; 0.2; 0.2; [0.61864407 0.59745763 0.58898305 0.58547009 0.61538462]; 0.6147959183673469; 0.6301020408163265; 0.8484693877551021; 0.9991489361702128; 0.9982993197278912; 0.9991496598639455; 0.7219152854511972; 0.9849246231155779; 0.6090426224386181; 0.7173489278752436; 0.983957219251337; 0.6456371462110343; 0.8668758404303002; 0.9928131416837782; 0.8493477473124773
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; 8; svd_reconstruct; svd; 1108; 369; 369; 0.600216684723727; 0.19989165763813652; 0.19989165763813652; [0.83333333 0.84234234 0.77927928 0.84234234 0.85909091]; 0.8563685636856369; 0.8888888888888888; 0.9447453954496208; 0.9927272727272727; 0.9855595667870036; 0.9927797833935018; 0.8571428571428572; 0.8594594594594595; 0.8563601645123384; 0.8857938718662953; 0.888268156424581; 0.8888709203175535; 0.9442622950819671; 0.9411764705882353; 0.9447261663286004
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.83606557 0.83196721 0.82786885 0.81818182 0.82644628]; 0.8246913580246914; 0.8765432098765432; 0.9274432379072063; 0.9784411276948591; 0.9703947368421053; 0.9786184210526315; 0.8382687927107061; 0.8761904761904762; 0.8227106227106226; 0.8786407766990292; 0.9282051282051282; 0.8783882783882784; 0.9285367039377734; 0.9427443237907206; 0.9274432379072064
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; 8; svd_reconstruct; svdn; 1300; 433; 433; 0.6001846722068329; 0.19990766389658357; 0.19990766389658357; [0.83076923 0.85384615 0.82692308 0.80769231 0.81538462]; 0.8198614318706697; 0.8521939953810623; 0.8901200369344414; 0.92992700729927; 0.98; 0.9261538461538461; 0.8326180257510729; 0.8858447488584474; 0.8190905987282892; 0.8596491228070174; 0.8990825688073395; 0.8518668657990185; 0.8961605584642234; 0.9448022079116836; 0.8899173226768797
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; 8; svd_reconstruct; svdn; 1218; 406; 406; 0.6; 0.2; 0.2; [0.87704918 0.80737705 0.81557377 0.85245902 0.84297521]; 0.7955665024630542; 0.8078817733990148; 0.8334975369458129; 0.8571428571428572; 0.8719211822660099; 0.854679802955665; 0.7999999999999999; 0.8097560975609757; 0.7954253124620799; 0.8088235294117647; 0.8048780487804879; 0.8079116612061643; 0.8360814742967992; 0.845927379784102; 0.8334483585369571
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.84322034 0.78389831 0.86016949 0.8220339  0.84322034]; 0.8524173027989822; 0.7837150127226463; 0.9079348931841302; 0.9679054054054055; 0.9711864406779661; 0.9677966101694915; 0.8612440191387559; 0.8780487804878049; 0.851258432797094; 0.781491002570694; 0.8172043010752689; 0.785413744740533; 0.9090909090909091; 0.9225280326197758; 0.9079645239241011
svm_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; 8; svd_reconstruct; svdne; 1166; 388; 388; 0.6004119464469619; 0.19979402677651906; 0.19979402677651906; [0.9017094  0.92735043 0.94017094 0.87068966 0.88362069]; 0.7912371134020618; 0.7577319587628866; 0.858908341915551; 0.9163144547759933; 0.9296740994854202; 0.9150943396226415; 0.8203991130820398; 0.9343434343434344; 0.7882243487506645; 0.793859649122807; 0.9282051282051282; 0.7568486780922016; 0.8688995215311005; 0.930327868852459; 0.8585386756270577
ensemble_model_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; 8; svd_reconstruct; svdne; 1046; 348; 348; 0.600459242250287; 0.1997703788748565; 0.1997703788748565; [0.88095238 0.84761905 0.87142857 0.8125     0.86057692]; 0.8362068965517241; 0.8275862068965517; 0.8938002296211252; 0.9334637964774951; 0.9120458891013384; 0.9349904397705544; 0.8357348703170029; 0.838150289017341; 0.8362180016515276; 0.8360655737704917; 0.8595505617977528; 0.8268341044282882; 0.8933717579250721; 0.8867276887871853; 0.8938246738866802
ensemble_model_v2_N40_B0_E40_nb_zones_8_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 1322; 440; 440; 0.6003633060853769; 0.19981834695731154; 0.19981834695731154; [0.89473684 0.89393939 0.90530303 0.9280303  0.91666667]; 0.7386363636363636; 0.7636363636363637; 0.8692098092643051; 0.9476876421531463; 0.9455370650529501; 0.9478063540090771; 0.7438752783964365; 0.8028846153846154; 0.7419595490716181; 0.7815126050420168; 0.7815126050420168; 0.7620434312338796; 0.8716577540106952; 0.8834688346883469; 0.8691316776181461
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; 10; svd_reconstruct; svd; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.61073826 0.61744966 0.63422819 0.65202703 0.63513514]; 0.5820224719101124; 0.6202247191011236; 0.8501683501683501; 0.9993265993265993; 0.9986541049798116; 0.9993270524899058; 0.6970684039087949; 0.981651376146789; 0.5899446308046721; 0.7260940032414911; 0.986784140969163; 0.6126581255304531; 0.8689248895434464; 0.9932659932659933; 0.8501683501683501
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; 10; svd_reconstruct; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.83108108 0.82432432 0.81756757 0.85810811 0.80743243]; 0.84375; 0.8325892857142857; 0.9385521885521886; 0.9993238674780256; 0.9986486486486487; 0.9993243243243244; 0.8559670781893004; 0.9203539823008849; 0.8430598740333254; 0.8434237995824635; 0.9099099099099099; 0.8332735390257514; 0.9402618657937808; 0.9671717171717171; 0.9385521885521885
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 1480; 493; 493; 0.6001622060016221; 0.19991889699918897; 0.19991889699918897; [0.81418919 0.85135135 0.84797297 0.83783784 0.875     ]; 0.8459821428571429; 0.8526785714285714; 0.9288720538720538; 0.9768392370572208; 0.9689189189189189; 0.977027027027027; 0.8571428571428572; 0.9; 0.8444954128440366; 0.8558951965065502; 0.8990825688073395; 0.8538891104906263; 0.9298464092984641; 0.9427609427609428; 0.9288720538720541
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; 10; svd_reconstruct; svdn; 1432; 477; 477; 0.6001676445934618; 0.19991617770326908; 0.19991617770326908; [0.80902778 0.84615385 0.86013986 0.86013986 0.83566434]; 0.8220338983050848; 0.798728813559322; 0.82996632996633; 0.847457627118644; 0.8729050279329609; 0.842877094972067; 0.8285714285714285; 0.8903508771929824; 0.8242737992522289; 0.8237476808905381; 0.9098360655737705; 0.7948303134886396; 0.8386581469648562; 0.8838383838383839; 0.82996632996633
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; 10; svd_reconstruct; svdn; 1458; 486; 486; 0.6; 0.2; 0.2; [0.86986301 0.82191781 0.82876712 0.84931507 0.84137931]; 0.8213507625272332; 0.8235294117647058; 0.92003367003367; 0.9815699658703072; 0.9862825788751715; 0.9814814814814814; 0.8379446640316206; 0.905982905982906; 0.8196581196581196; 0.8322981366459627; 0.8933333333333333; 0.8248717948717949; 0.9225753871230644; 0.9528619528619529; 0.9200336700336701
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 1528; 509; 509; 0.6001571091908877; 0.19992144540455617; 0.19992144540455617; [0.82352941 0.83006536 0.82679739 0.7875817  0.79605263]; 0.8419811320754716; 0.8537735849056604; 0.9019360269360269; 0.9337579617834395; 0.9594240837696335; 0.9319371727748691; 0.8400954653937948; 0.7857142857142857; 0.8453571428571429; 0.8359788359788359; 0.79; 0.8503571428571429; 0.9015631601182932; 0.8981481481481481; 0.9019360269360269
svm_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; 10; svd_reconstruct; svdne; 1494; 498; 498; 0.6; 0.2; 0.2; [0.85       0.86333333 0.89932886 0.82885906 0.90268456]; 0.8412698412698413; 0.8027210884353742; 0.8577441077441077; 0.8720848056537102; 0.8259705488621151; 0.8788487282463188; 0.8148148148148147; 0.7439613526570048; 0.8356558900037161; 0.7913669064748202; 0.7051282051282052; 0.8090858416945375; 0.8470588235294118; 0.7878787878787878; 0.8577441077441077
ensemble_model_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; 10; svd_reconstruct; svdne; 1458; 486; 486; 0.6; 0.2; 0.2; [0.8869863  0.9109589  0.90410959 0.87328767 0.87241379]; 0.7995642701525054; 0.7843137254901961; 0.8863636363636364; 0.9469442578912022; 0.9670781893004116; 0.9458161865569275; 0.8188976377952755; 0.8851063829787233; 0.797463905775076; 0.7999999999999999; 0.8839285714285714; 0.7866451367781154; 0.8916532905296952; 0.9351851851851852; 0.8863636363636364
ensemble_model_v2_N40_B0_E40_nb_zones_10_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 1354; 451; 451; 0.600177304964539; 0.1999113475177305; 0.1999113475177305; [0.86397059 0.85661765 0.85185185 0.84814815 0.86296296]; 0.8603104212860311; 0.7804878048780488; 0.8820921985815603; 0.9223880597014925; 0.912850812407681; 0.9231905465288035; 0.8690228690228691; 0.9288888888888889; 0.8604621435594887; 0.7991886409736307; 0.8640350877192983; 0.7795511761466447; 0.88504753673293; 0.9061946902654867; 0.8820493877615178
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; 12; svd_reconstruct; svd; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.67222222 0.61731844 0.6396648  0.64804469 0.62569832]; 0.6198630136986302; 0.5924657534246576; 0.898989898989899; 0.9944071588366891; 0.9921875; 0.9944196428571429; 0.7218045112781954; 0.993103448275862; 0.6224020642739854; 0.711864406779661; 1.0; 0.5896551724137931; 0.9076923076923077; 0.9932659932659933; 0.898989898989899
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; 12; svd_reconstruct; svd; 1812; 604; 604; 0.6; 0.2; 0.2; [0.81593407 0.8480663  0.81767956 0.83977901 0.86187845]; 0.8652482269503546; 0.8439716312056738; 0.9650673400673401; 0.9994478188845942; 0.9988962472406181; 0.999448123620309; 0.8613138686131386; 0.8368794326241135; 0.8652482269503545; 0.8461538461538463; 0.8581560283687943; 0.8439716312056738; 0.9649936735554618; 0.9629629629629629; 0.9650673400673399
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svd; 40; 0; 40; zones; svd_reconstruct; svd; 1858; 619; 619; 0.6001291989664083; 0.19993540051679587; 0.19993540051679587; [0.86290323 0.89784946 0.87634409 0.86021505 0.90540541]; 0.7142857142857143; 0.7606177606177607; 0.9284511784511784; 0.981581798483207; 0.9752421959095802; 0.9817007534983855; 0.7318840579710146; 0.7481481481481481; 0.7127837514934289; 0.7596899224806203; 0.7903225806451613; 0.7618279569892473; 0.9285714285714287; 0.9301346801346801; 0.9284511784511785
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; 12; svd_reconstruct; svdn; 1690; 563; 563; 0.6001420454545454; 0.19992897727272727; 0.19992897727272727; [0.82248521 0.84023669 0.78994083 0.81656805 0.80473373]; 0.8629737609329446; 0.8775510204081632; 0.835016835016835; 0.8253602305475504; 0.8473372781065088; 0.8207100591715977; 0.8580060422960726; 0.8304093567251462; 0.8628790969672243; 0.8727272727272727; 0.8372093023255814; 0.877668978648171; 0.8363939899833054; 0.8434343434343434; 0.835016835016835
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; 12; svd_reconstruct; svdn; 1650; 550; 550; 0.6; 0.2; 0.2; [0.82424242 0.83939394 0.78484848 0.8030303  0.8       ]; 0.8787878787878788; 0.8567493112947658; 0.8611111111111112; 0.8588661037394452; 0.863030303030303; 0.8581818181818182; 0.8804347826086957; 0.8804347826086957; 0.8787648773378675; 0.8602150537634409; 0.8938547486033519; 0.8572534612581977; 0.8623853211009175; 0.8703703703703703; 0.861111111111111
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svdn; 40; 0; 40; zones; svd_reconstruct; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.825      0.84444444 0.85277778 0.80446927 0.81564246]; 0.803448275862069; 0.8206896551724138; 0.8964646464646465; 0.9251774986346258; 0.9432071269487751; 0.9237193763919822; 0.7764705882352942; 0.678082191780822; 0.8043188736681888; 0.7999999999999999; 0.7222222222222222; 0.8200152207001522; 0.8951406649616369; 0.8838383838383839; 0.8964646464646464
svm_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; 12; svd_reconstruct; svdne; 1792; 597; 597; 0.6001339584728734; 0.19993302076356329; 0.19993302076356329; [0.86111111 0.92178771 0.88268156 0.87430168 0.87150838]; 0.8184931506849316; 0.8082191780821918; 0.8817340067340067; 0.9024943310657596; 0.8883928571428571; 0.9040178571428571; 0.8445747800586509; 0.9411764705882353; 0.8123148539991536; 0.8303030303030303; 0.9856115107913669; 0.8163351671603893; 0.8845995893223818; 0.9065656565656566; 0.8817340067340068
ensemble_model_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; 12; svd_reconstruct; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.88378378 0.86216216 0.88586957 0.8423913  0.88586957]; 0.8270676691729323; 0.8308270676691729; 0.9137205387205387; 0.9376367614879649; 0.9295010845986985; 0.9381778741865511; 0.8244274809160307; 0.8244274809160306; 0.82702855527283; 0.8327137546468402; 0.8296296296296296; 0.8308453491659596; 0.9130987706655362; 0.9065656565656566; 0.9137205387205387
ensemble_model_v2_N40_B0_E40_nb_zones_12_svd_reconstruct_svdne; 40; 0; 40; zones; svd_reconstruct; svdne; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.86931818 0.84090909 0.84943182 0.85714286 0.85714286]; 0.8612903225806452; 0.8612903225806452; 0.9166666666666666; 0.9360730593607305; 0.9339407744874715; 0.9362186788154897; 0.8660436137071651; 0.86875; 0.8610416666666666; 0.8599348534201954; 0.88; 0.861875; 0.9168067226890756; 0.9183501683501684; 0.9166666666666666
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; 4; svd_reconstruct; svd; 612; 204; 204; 0.6; 0.2; 0.2; [0.71774194 0.76229508 0.69672131 0.75409836 0.77868852]; 0.6715686274509803; 0.6666666666666666; 0.8666666666666667; 0.99836867862969; 1.0; 0.9983660130718954; 0.7509293680297398; 0.9805825242718447; 0.6685090839181005; 0.7404580152671756; 0.9603960396039604; 0.6695184081514948; 0.8811188811188813; 0.9882352941176471; 0.8666666666666667
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; 4; svd_reconstruct; svd; 582; 194; 194; 0.6; 0.2; 0.2; [0.81355932 0.85344828 0.85344828 0.87931034 0.87931034]; 0.8041237113402062; 0.7783505154639175; 0.9082474226804124; 0.9860627177700347; 0.9725085910652921; 0.9862542955326461; 0.8155339805825244; 0.9032258064516129; 0.8080485467901629; 0.8; 0.945054945054945; 0.7880614531099968; 0.9105527638190954; 0.9536842105263158; 0.9091653375863903
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 724; 241; 241; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.84246575 0.7739726  0.875      0.86111111 0.88888889]; 0.7883817427385892; 0.8132780082987552; 0.9071310116086235; 0.9774647887323945; 0.9585635359116023; 0.9779005524861878; 0.7829787234042553; 0.8363636363636363; 0.7922276197085358; 0.8314606741573033; 0.8473282442748091; 0.8100277585010409; 0.9075907590759076; 0.912106135986733; 0.9071310116086235
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; 4; svd_reconstruct; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.8125     0.8046875  0.8203125  0.8015873  0.82539683]; 0.8537735849056604; 0.8113207547169812; 0.8207547169811321; 0.8321579689703807; 0.9276729559748428; 0.8128930817610063; 0.8702928870292886; 0.9811320754716981; 0.8537735849056602; 0.8437500000000001; 0.9310344827586207; 0.7988505747126436; 0.8421926910299002; 0.9388888888888889; 0.8184829059829059
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; 4; svd_reconstruct; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.8125     0.86607143 0.91964286 0.88392857 0.875     ]; 0.7741935483870968; 0.7258064516129032; 0.8680257510729614; 0.9491525423728813; 1.0; 0.9464285714285715; 0.8018867924528302; 0.8947368421052632; 0.7715442452284558; 0.7357512953367875; 0.8352941176470589; 0.7344787419918464; 0.8763819095477388; 0.9478260869565217; 0.8690401621223286
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 528; 176; 176; 0.6; 0.2; 0.2; [0.82075472 0.86792453 0.81132075 0.78301887 0.78846154]; 0.7897727272727273; 0.7784090909090909; 0.8431818181818181; 0.8864468864468864; 0.9166666666666666; 0.8825757575757575; 0.8262910798122065; 0.9887640449438202; 0.7874854707477722; 0.8251121076233184; 0.9787234042553191; 0.7637519460300985; 0.8594704684317719; 0.9440715883668904; 0.8415508057307894
svm_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; 4; svd_reconstruct; svdne; 666; 222; 222; 0.6; 0.2; 0.2; [0.90298507 0.91791045 0.8880597  0.83333333 0.85606061]; 0.7927927927927928; 0.7567567567567568; 0.8648648648648649; 0.9266862170087977; 0.948948948948949; 0.924924924924925; 0.7722772277227723; 0.78; 0.7916393442622951; 0.7403846153846154; 0.7549019607843137; 0.7566176470588235; 0.8626373626373627; 0.8803738317757009; 0.8654043071921982
ensemble_model_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; 4; svd_reconstruct; svdne; 600; 200; 200; 0.6; 0.2; 0.2; [0.775      0.76666667 0.79166667 0.775      0.825     ]; 0.8; 0.84; 0.859; 0.8870703764320785; 0.9033333333333333; 0.885; 0.803921568627451; 0.8723404255319149; 0.8040947410678443; 0.84; 0.9032258064516129; 0.8441362677117878; 0.8610837438423645; 0.8973305954825462; 0.8599713406262633
ensemble_model_v2_N40_B30_E70_nb_zones_4_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 612; 204; 204; 0.6; 0.2; 0.2; [0.87903226 0.86065574 0.86885246 0.86885246 0.83606557]; 0.75; 0.8333333333333334; 0.8715686274509804; 0.9233333333333333; 0.9052287581699346; 0.9248366013071895; 0.751219512195122; 0.7403846153846154; 0.7501923076923078; 0.8210526315789474; 0.8297872340425532; 0.8330754352030948; 0.8683417085427136; 0.8571428571428571; 0.8714008859357697
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; 6; svd_reconstruct; svd; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.68181818 0.70454545 0.72413793 0.6954023  0.7183908 ]; 0.6597938144329897; 0.718213058419244; 0.8701923076923077; 0.9907621247113163; 0.9816933638443935; 0.9908466819221968; 0.7130434782608696; 0.8785714285714286; 0.6677625354777673; 0.7771739130434783; 0.9407894736842105; 0.7078048087845513; 0.8803039898670045; 0.953360768175583; 0.8700779081593184
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; 6; svd_reconstruct; svd; 1006; 335; 335; 0.6002386634844868; 0.19988066825775655; 0.19988066825775655; [0.82673267 0.89108911 0.84653465 0.89       0.895     ]; 0.7791044776119403; 0.8029850746268656; 0.9164677804295943; 1.0; 1.0; 1.0; 0.7672955974842767; 0.7625; 0.7783928571428571; 0.7962962962962963; 0.7914110429447853; 0.8026822656584391; 0.9150485436893204; 0.9128329297820823; 0.9164164648910411
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 834; 278; 278; 0.6; 0.2; 0.2; [0.86309524 0.83333333 0.86144578 0.86144578 0.85542169]; 0.8453237410071942; 0.7913669064748201; 0.9244604316546763; 0.9952153110047847; 0.9976019184652278; 0.9952038369304557; 0.8401486988847584; 0.837037037037037; 0.845091945091945; 0.7943262411347518; 0.8235294117647058; 0.7920463960231979; 0.9242970439798125; 0.9316860465116279; 0.9245324819452727
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; 6; svd_reconstruct; svdn; 960; 320; 320; 0.6; 0.2; 0.2; [0.80208333 0.796875   0.77083333 0.80208333 0.765625  ]; 0.83125; 0.834375; 0.80625; 0.8198757763975155; 0.9625; 0.7885416666666665; 0.848314606741573; 0.937888198757764; 0.8305793195046682; 0.8515406162464986; 0.9620253164556962; 0.8359509298327864; 0.8315217391304349; 0.9574468085106383; 0.8064387600605627
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; 6; svd_reconstruct; svdn; 930; 310; 310; 0.6; 0.2; 0.2; [0.90860215 0.88172043 0.91397849 0.86021505 0.89784946]; 0.7806451612903226; 0.7451612903225806; 0.8509677419354839; 0.916; 0.9849462365591398; 0.9096774193548387; 0.8068181818181818; 0.922077922077922; 0.7815517815517814; 0.7904509283819628; 0.9612903225806452; 0.7451612903225807; 0.8663967611336032; 0.9677002583979328; 0.85111817043608
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.76436782 0.77011494 0.75862069 0.77586207 0.73837209]; 0.8304498269896193; 0.8166089965397924; 0.9004149377593361; 0.9527027027027027; 0.9746543778801844; 0.9516129032258065; 0.835016835016835; 0.8732394366197183; 0.8311775414391108; 0.8284789644012944; 0.8888888888888888; 0.8168582375478927; 0.9036144578313252; 0.9375; 0.9005681818181819
svm_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; 6; svd_reconstruct; svdne; 900; 300; 300; 0.6; 0.2; 0.2; [0.84444444 0.88333333 0.85555556 0.80555556 0.8       ]; 0.7933333333333333; 0.79; 0.8313333333333334; 0.8501170960187353; 0.8066666666666666; 0.8577777777777778; 0.7669172932330828; 0.7083333333333334; 0.7900641025641025; 0.7725631768953068; 0.7328767123287672; 0.7885162782423056; 0.8188976377952756; 0.772972972972973; 0.8305654338549077
ensemble_model_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; 6; svd_reconstruct; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.86931818 0.81818182 0.82183908 0.85057471 0.85632184]; 0.8213058419243986; 0.8281786941580757; 0.8894230769230769; 0.9321058688147296; 0.9267734553775744; 0.9324942791762013; 0.8311688311688312; 0.9142857142857143; 0.8246925260170292; 0.823943661971831; 0.8666666666666667; 0.8307692307692308; 0.8898015058179329; 0.9129213483146067; 0.8899284160927873
ensemble_model_v2_N40_B30_E70_nb_zones_6_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 874; 291; 291; 0.6002747252747253; 0.19986263736263737; 0.19986263736263737; [0.84090909 0.92613636 0.87931034 0.89655172 0.90229885]; 0.7766323024054983; 0.7422680412371134; 0.8818681318681318; 0.9635535307517085; 0.9679633867276888; 0.9633867276887871; 0.7653429602888087; 0.7361111111111112; 0.776218820861678; 0.7368421052631579; 0.7094594594594594; 0.7428416178416178; 0.8805555555555555; 0.869684499314129; 0.8818848906474359
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; 8; svd_reconstruct; svd; 1258; 419; 419; 0.6001908396946565; 0.19990458015267176; 0.19990458015267176; [0.71825397 0.70634921 0.69047619 0.76587302 0.76      ]; 0.6921241050119332; 0.6587112171837709; 0.8645038167938931; 0.9903691813804173; 0.9809220985691574; 0.9904610492845787; 0.7425149700598804; 0.93; 0.7024429223744293; 0.7327102803738317; 0.9116279069767442; 0.651892384860921; 0.8755477651183172; 0.9568965517241379; 0.8648551199685328
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; 8; svd_reconstruct; svd; 1250; 416; 416; 0.6003842459173871; 0.19980787704130643; 0.19980787704130643; [0.82  0.86  0.86  0.864 0.84 ]; 0.7884615384615384; 0.7908653846153846; 0.9101825168107589; 0.9903069466882068; 0.9808; 0.9904; 0.8181818181818182; 0.9339622641509434; 0.7856085830558638; 0.8191268191268193; 0.9292452830188679; 0.7881520532741397; 0.9151157512482978; 0.9609151572926596; 0.9097896212407152
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 1212; 404; 404; 0.6; 0.2; 0.2; [0.82786885 0.84710744 0.82644628 0.83057851 0.86363636]; 0.806930693069307; 0.8217821782178217; 0.9094059405940594; 0.972338642078793; 0.9570957095709571; 0.9727722772277229; 0.8160377358490567; 0.8439024390243902; 0.8063733300649589; 0.8333333333333334; 0.8780487804878049; 0.8209339379825958; 0.9106881405563689; 0.9183070866141733; 0.9093527464943376
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; 8; svd_reconstruct; svdn; 1336; 445; 445; 0.6001796945193172; 0.1999101527403414; 0.1999101527403414; [0.79104478 0.80597015 0.79477612 0.80075188 0.77819549]; 0.8179775280898877; 0.8382022471910112; 0.8679245283018868; 0.904276985743381; 0.9970059880239521; 0.8944610778443114; 0.8389662027833; 0.9055793991416309; 0.813638756174589; 0.8454935622317596; 0.9380952380952381; 0.843515704154002; 0.8796068796068796; 0.9666966696669667; 0.8681016980621828
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; 8; svd_reconstruct; svdn; 1082; 360; 360; 0.6004439511653719; 0.1997780244173141; 0.1997780244173141; [0.78899083 0.85185185 0.81018519 0.8287037  0.84259259]; 0.7777777777777778; 0.7888888888888889; 0.8745837957824639; 0.9389179755671904; 0.9944547134935305; 0.9353049907578559; 0.7916666666666667; 0.8994082840236687; 0.784782676043248; 0.8137254901960784; 0.8691099476439791; 0.7836673998574926; 0.8833849329205367; 0.9500554938956715; 0.8745837957824639
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 1162; 387; 387; 0.6002066115702479; 0.19989669421487602; 0.19989669421487602; [0.8034188  0.85775862 0.81465517 0.82758621 0.80603448]; 0.7829457364341085; 0.7855297157622739; 0.8708677685950413; 0.9313482216708023; 0.9690189328743546; 0.9285714285714286; 0.7971014492753624; 0.8776595744680851; 0.7855634555757511; 0.7970660146699267; 0.8578947368421053; 0.7868153887256212; 0.8769685039370079; 0.9290928050052137; 0.8714041302405804
svm_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; 8; svd_reconstruct; svdne; 1316; 438; 438; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.79924242 0.80681818 0.82954545 0.82061069 0.82824427]; 0.8424657534246576; 0.7945205479452054; 0.8202554744525548; 0.8188126445643794; 0.8069908814589666; 0.8214285714285714; 0.8376470588235294; 0.8165137614678899; 0.842347789824854; 0.7826086956521738; 0.75; 0.793918918918919; 0.8155430711610487; 0.7976190476190477; 0.8201731601731603
ensemble_model_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; 8; svd_reconstruct; svdne; 1192; 397; 397; 0.6002014098690835; 0.1998992950654582; 0.1998992950654582; [0.85416667 0.82352941 0.78571429 0.83613445 0.81932773]; 0.8312342569269522; 0.8236775818639799; 0.879154078549849; 0.914380714879468; 0.9228187919463087; 0.9135906040268456; 0.8361858190709047; 0.8636363636363636; 0.8313156692553678; 0.8333333333333334; 0.8706467661691543; 0.8230784851253934; 0.8818897637795277; 0.9005025125628141; 0.8791109939201558
ensemble_model_v2_N40_B30_E70_nb_zones_8_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 1262; 420; 420; 0.6003805899143673; 0.19980970504281637; 0.19980970504281637; [0.83858268 0.83730159 0.84126984 0.80952381 0.85714286]; 0.8142857142857143; 0.8238095238095238; 0.8639391056137012; 0.8933121019108281; 0.8890649762282092; 0.8938193343898573; 0.8401639344262294; 0.9318181818181818; 0.8084090909090909; 0.837719298245614; 0.9095238095238095; 0.8238095238095239; 0.87; 0.9019792648444863; 0.8635736862166715
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; 10; svd_reconstruct; svd; 1452; 484; 484; 0.6; 0.2; 0.2; [0.7260274  0.72413793 0.77241379 0.70689655 0.73793103]; 0.670995670995671; 0.6818181818181818; 0.8707912457912458; 0.9944598337950139; 0.9889807162534435; 0.9944903581267217; 0.7246376811594202; 0.9049773755656109; 0.6807044554176602; 0.7554076539101497; 0.941908713692946; 0.6700493794709075; 0.881786676934925; 0.9638047138047138; 0.8707912457912458
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; 10; svd_reconstruct; svd; 1472; 490; 490; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.80067568 0.85714286 0.84353741 0.82993197 0.80952381]; 0.8030973451327433; 0.831858407079646; 0.9221380471380471; 0.9862258953168044; 0.9728260869565217; 0.9864130434782609; 0.8194726166328601; 0.8898678414096917; 0.8027116984826235; 0.8429752066115703; 0.9066666666666666; 0.8321879588839942; 0.92383696994648; 0.9444444444444444; 0.9221380471380471
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 1458; 486; 486; 0.6; 0.2; 0.2; [0.84246575 0.84246575 0.83561644 0.85958904 0.83448276]; 0.7864923747276689; 0.7799564270152506; 0.8943602693602694; 0.9641379310344828; 0.9588477366255144; 0.9643347050754457; 0.8150943396226416; 0.9642857142857143; 0.7906534954407295; 0.8139963167587477; 0.9404255319148936; 0.7760163373860183; 0.9005152596115734; 0.9562289562289562; 0.8943602693602694
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; 10; svd_reconstruct; svdn; 1484; 494; 494; 0.6003236245954693; 0.19983818770226539; 0.19983818770226539; [0.81879195 0.77852349 0.76351351 0.82094595 0.78378378]; 0.8295964125560538; 0.8251121076233184; 0.8569023569023569; 0.8865853658536587; 0.9797843665768194; 0.8746630727762804; 0.8480000000000001; 0.8983050847457628; 0.8253430185633576; 0.8368200836820083; 0.9523809523809523; 0.8321226795803066; 0.8701298701298701; 0.9587542087542088; 0.8569023569023569
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; 10; svd_reconstruct; svdn; 1526; 508; 508; 0.6003147128245476; 0.1998426435877262; 0.1998426435877262; [0.84640523 0.85294118 0.8627451  0.82565789 0.85855263]; 0.7647058823529411; 0.7364705882352941; 0.8766835016835017; 0.9494697442295695; 0.9973787680209698; 0.9469200524246395; 0.7727272727272727; 0.845771144278607; 0.7688677149964463; 0.7741935483870968; 0.8571428571428571; 0.7295664534470505; 0.8846002363135091; 0.9452861952861953; 0.8766835016835016
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 1536; 512; 512; 0.6; 0.2; 0.2; [0.80194805 0.79545455 0.80194805 0.80718954 0.80718954]; 0.8571428571428571; 0.8333333333333334; 0.8930976430976431; 0.9245742092457421; 0.9895833333333334; 0.9192708333333335; 0.861111111111111; 0.8899521531100478; 0.8572983514365404; 0.8458149779735682; 0.909952606635071; 0.832966733939545; 0.899604743083004; 0.9579124579124579; 0.8930976430976432
svm_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; 10; svd_reconstruct; svdne; 1666; 555; 555; 0.6001440922190202; 0.19992795389048992; 0.19992795389048992; [0.87724551 0.86526946 0.83233533 0.87951807 0.85542169]; 0.8056338028169014; 0.7605633802816901; 0.8661616161616161; 0.9016786570743406; 0.9027611044417767; 0.9015606242496998; 0.7876923076923078; 0.7231638418079096; 0.8054021456230558; 0.7521865889212829; 0.7247191011235955; 0.7606646353075606; 0.8638698630136986; 0.8493265993265994; 0.8661616161616162
ensemble_model_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; 10; svd_reconstruct; svdne; 1448; 482; 482; 0.6003316749585407; 0.1998341625207297; 0.1998341625207297; [0.82068966 0.83103448 0.83103448 0.82068966 0.87152778]; 0.7974137931034483; 0.7844827586206896; 0.851010101010101; 0.8904109589041096; 0.8977900552486188; 0.8895027624309392; 0.7882882882882885; 0.8101851851851852; 0.7982377538829152; 0.7959183673469388; 0.7862903225806451; 0.7843488649940262; 0.8521303258145364; 0.8585858585858586; 0.851010101010101
ensemble_model_v2_N40_B30_E70_nb_zones_10_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 1500; 500; 500; 0.6; 0.2; 0.2; [0.81666667 0.82       0.85       0.79333333 0.78666667]; 0.8424657534246576; 0.8356164383561644; 0.8720538720538721; 0.8922670191672175; 0.9; 0.8913333333333333; 0.8456375838926175; 0.8957345971563981; 0.8443430695033092; 0.8493723849372385; 0.8942731277533039; 0.8333924880472681; 0.8753076292042659; 0.8981481481481481; 0.8720538720538721
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; 12; svd_reconstruct; svd; 1806; 602; 602; 0.6; 0.2; 0.2; [0.70165746 0.72651934 0.73480663 0.72777778 0.70833333]; 0.7017543859649122; 0.6947368421052632; 0.9225589225589226; 0.9933110367892978; 0.9867109634551495; 0.9933554817275747; 0.7536231884057972; 0.8387096774193549; 0.6885856079404467; 0.7184466019417476; 0.8538461538461538; 0.7075682382133994; 0.9248366013071896; 0.9528619528619529; 0.9225589225589226
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; 12; svd_reconstruct; svd; 1788; 596; 596; 0.6; 0.2; 0.2; [0.84916201 0.83519553 0.83519553 0.83798883 0.8511236 ]; 0.7789115646258503; 0.7721088435374149; 0.9393939393939394; 0.9932432432432432; 0.9865771812080537; 0.9932885906040269; 0.7719298245614036; 0.7534246575342466; 0.7787393557941502; 0.7598566308243728; 0.7162162162162162; 0.7724916697519437; 0.9384615384615383; 0.9242424242424242; 0.9393939393939394
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svd; 40; 30; 70; zones; svd_reconstruct; svd; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.8125     0.82065217 0.85245902 0.82240437 0.87431694]; 0.8265682656826568; 0.8523985239852399; 0.9377104377104377; 0.9666484417714599; 0.9640130861504908; 0.9667393675027263; 0.8185328185328186; 0.75177304964539; 0.8297326786688488; 0.84251968503937; 0.823076923076923; 0.8512547735951992; 0.9368061485909479; 0.9234006734006734; 0.9377104377104377
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; 12; svd_reconstruct; svdn; 1728; 576; 576; 0.6; 0.2; 0.2; [0.83815029 0.81213873 0.85260116 0.84104046 0.83430233]; 0.7407407407407407; 0.7376543209876543; 0.8152356902356902; 0.8613963039014374; 0.9710648148148148; 0.84375; 0.7812500000000001; 0.9316770186335404; 0.741912128948672; 0.7848101265822786; 0.950920245398773; 0.7363296879167778; 0.839017235056839; 0.9629629629629629; 0.8152356902356901
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; 12; svd_reconstruct; svdn; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.82386364 0.85795455 0.83238636 0.77272727 0.80965909]; 0.7987012987012987; 0.7694805194805194; 0.8994107744107744; 0.9422657952069716; 0.9829545454545454; 0.9397727272727273; 0.8197674418604651; 0.8924050632911392; 0.7962025316455694; 0.7893175074183976; 0.8866666666666667; 0.7724472573839662; 0.9050456893126738; 0.9587542087542088; 0.8994107744107745
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svdn; 40; 30; 70; zones; svd_reconstruct; svdn; 1790; 596; 596; 0.6002682763246143; 0.1998658618376928; 0.1998658618376928; [0.81564246 0.81005587 0.7877095  0.74022346 0.75418994]; 0.8737201365187713; 0.856655290102389; 0.8787878787878788; 0.8910891089108911; 0.9553072625698324; 0.8832402234636871; 0.8832807570977917; 0.9395973154362416; 0.8725764354958986; 0.8695652173913043; 0.9722222222222222; 0.8585943325876212; 0.887412040656763; 0.9553872053872053; 0.8787878787878789
svm_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; 12; svd_reconstruct; svdne; 1806; 602; 602; 0.6; 0.2; 0.2; [0.81767956 0.8121547  0.8480663  0.84166667 0.83611111]; 0.8105263157894737; 0.8456140350877193; 0.8754208754208754; 0.8940042826552462; 0.9246954595791805; 0.8903654485049833; 0.8; 0.7605633802816901; 0.8103516202107751; 0.8417266187050358; 0.8181818181818182; 0.8457106274007683; 0.8774834437086093; 0.8922558922558923; 0.8754208754208754
ensemble_model_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; 12; svd_reconstruct; svdne; 1710; 570; 570; 0.6; 0.2; 0.2; [0.80994152 0.81578947 0.80116959 0.86549708 0.83625731]; 0.8288288288288288; 0.8078078078078078; 0.8737373737373737; 0.8973034997131383; 0.9146198830409357; 0.8953216374269005; 0.8471849865951744; 0.9404761904761905; 0.8278138528138528; 0.827027027027027; 0.9272727272727272; 0.8088744588744589; 0.8793242156074014; 0.92003367003367; 0.8737373737373737
ensemble_model_v2_N40_B30_E70_nb_zones_12_svd_reconstruct_svdne; 40; 30; 70; zones; svd_reconstruct; svdne; 1788; 596; 596; 0.6; 0.2; 0.2; [0.87430168 0.86312849 0.84636872 0.83519553 0.83707865]; 0.7244897959183674; 0.7687074829931972; 0.867003367003367; 0.9094850948509485; 0.9384787472035794; 0.9065995525727069; 0.7679083094555873; 0.881578947368421; 0.7189584877687175; 0.7914110429447854; 0.9084507042253521; 0.773304299481097; 0.8746031746031746; 0.9276094276094277; 0.8670033670033671
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; 4; svd_reconstruct; svd; 676; 225; 225; 0.6003552397868561; 0.19982238010657194; 0.19982238010657194; [0.84558824 0.77205882 0.91176471 0.82835821 0.88059701]; 0.7555555555555555; 0.8044444444444444; 0.9120781527531083; 1.0; 1.0; 1.0; 0.7940074906367041; 0.905982905982906; 0.7492877492877492; 0.818181818181818; 0.9252336448598131; 0.8100744495485506; 0.9164556962025316; 0.9661921708185054; 0.9121740995936499
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; 4; svd_reconstruct; svd; 500; 166; 166; 0.6009615384615384; 0.19951923076923078; 0.19951923076923078; [0.77 0.86 0.87 0.78 0.86]; 0.7891566265060241; 0.7891566265060241; 0.9158653846153846; 1.0; 1.0; 1.0; 0.7953216374269005; 0.7640449438202247; 0.7911133810010215; 0.7826086956521741; 0.8076923076923077; 0.7902097902097902; 0.9158653846153847; 0.9136690647482014; 0.9158706769524141
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.81666667 0.89166667 0.89166667 0.75833333 0.83050847]; 0.8241206030150754; 0.8291457286432161; 0.9056224899598394; 0.9576988155668359; 0.9464882943143813; 0.9581939799331104; 0.8341232227488152; 0.9565217391304348; 0.8334010564811054; 0.8468468468468469; 0.9215686274509803; 0.8267636951687892; 0.908203125; 0.9432048681541582; 0.9059960722480532
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; 4; svd_reconstruct; svdn; 576; 192; 192; 0.6; 0.2; 0.2; [0.80172414 0.84482759 0.80172414 0.8245614  0.8245614 ]; 0.8020833333333334; 0.7916666666666666; 0.8104166666666667; 0.8461538461538461; 0.9930555555555556; 0.8194444444444444; 0.8403361344537814; 0.9803921568627451; 0.7901960784313725; 0.8076923076923077; 1.0; 0.8148148148148149; 0.8377896613190731; 0.9915611814345991; 0.8126530187008387
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; 4; svd_reconstruct; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.78571429 0.8125     0.72321429 0.75       0.8125    ]; 0.8279569892473119; 0.7903225806451613; 0.9023605150214592; 0.9655172413793104; 1.0; 0.9642857142857143; 0.8315789473684211; 0.8586956521739131; 0.8282839962997225; 0.7979274611398963; 0.8461538461538461; 0.7914979757085021; 0.9055036344755971; 0.9416846652267818; 0.9026120554278898
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 630; 210; 210; 0.6; 0.2; 0.2; [0.85714286 0.82539683 0.83333333 0.77777778 0.79365079]; 0.7904761904761904; 0.8380952380952381; 0.8828571428571429; 0.9331352154531947; 0.9968253968253968; 0.9285714285714286; 0.808695652173913; 0.9393939393939394; 0.7985257985257984; 0.8547008547008547; 0.9433962264150944; 0.8370827285921626; 0.8918205804749341; 0.975; 0.8837264150943398
svm_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; 4; svd_reconstruct; svdne; 522; 174; 174; 0.6; 0.2; 0.2; [0.73584906 0.79807692 0.70192308 0.71153846 0.72115385]; 0.7528735632183908; 0.8735632183908046; 0.8344827586206897; 0.8555758683729433; 0.896551724137931; 0.8486590038314176; 0.7485380116959065; 0.6956521739130435; 0.7563626723223754; 0.8842105263157894; 0.875; 0.8733974358974359; 0.841409691629956; 0.8507795100222717; 0.8339408238947463
ensemble_model_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; 4; svd_reconstruct; svdne; 558; 186; 186; 0.6; 0.2; 0.2; [0.90178571 0.80357143 0.8125     0.79464286 0.77272727]; 0.8333333333333334; 0.8118279569892473; 0.8924731182795699; 0.9399293286219081; 0.953405017921147; 0.9390681003584228; 0.8187134502923976; 0.8045977011494253; 0.831591779867642; 0.8128342245989305; 0.7916666666666666; 0.8125; 0.8917748917748918; 0.8917748917748918; 0.8924686424686425
ensemble_model_v2_N40_B80_E120_nb_zones_4_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 628; 209; 209; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.85714286 0.85714286 0.86507937 0.88888889 0.85483871]; 0.7894736842105263; 0.7703349282296651; 0.8957934990439771; 0.9730586370839936; 0.9777070063694268; 0.9729299363057325; 0.7904761904761906; 0.8217821782178217; 0.7905207187385405; 0.7798165137614678; 0.8673469387755102; 0.7760158117300974; 0.8970727101038715; 0.9259259259259259; 0.8963588353832257
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; 6; svd_reconstruct; svd; 818; 272; 272; 0.6005873715124816; 0.19970631424375918; 0.19970631424375918; [0.85365854 0.79878049 0.81097561 0.79268293 0.80246914]; 0.8051470588235294; 0.7977941176470589; 0.9074889867841409; 0.9774999999999999; 0.9559902200488998; 0.9779951100244499; 0.8250825082508251; 0.8992805755395683; 0.8030237464164007; 0.8208469055374593; 0.9130434782608695; 0.796073977936405; 0.9106382978723404; 0.9358600583090378; 0.9072791415805544
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; 6; svd_reconstruct; svd; 932; 310; 310; 0.6005154639175257; 0.19974226804123713; 0.19974226804123713; [0.85106383 0.82795699 0.84408602 0.83870968 0.89247312]; 0.8129032258064516; 0.7677419354838709; 0.9052835051546392; 0.9814207650273225; 0.9635193133047211; 0.9817596566523605; 0.8198757763975155; 0.8198757763975155; 0.812622451957147; 0.7818181818181819; 0.821656050955414; 0.7670371758045044; 0.9061901723037651; 0.9056122448979592; 0.905280080782313
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 882; 294; 294; 0.6; 0.2; 0.2; [0.80337079 0.78409091 0.82386364 0.84090909 0.84659091]; 0.8401360544217688; 0.8299319727891157; 0.9258503401360544; 0.9864253393665159; 0.9886621315192744; 0.9863945578231292; 0.8488745980707396; 0.8571428571428571; 0.8392857142857143; 0.8344370860927153; 0.875; 0.8308333333333333; 0.927187708750835; 0.939106901217862; 0.9257778008141293
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; 6; svd_reconstruct; svdn; 910; 303; 303; 0.600263852242744; 0.19986807387862796; 0.19986807387862796; [0.81868132 0.82967033 0.85714286 0.83516484 0.82417582]; 0.8217821782178217; 0.8085808580858086; 0.8258575197889182; 0.8464646464646465; 0.9208791208791208; 0.8329670329670329; 0.8353658536585367; 0.9072847682119205; 0.8220634367375392; 0.8164556962025317; 0.8775510204081632; 0.8105703819989534; 0.8384332925336597; 0.9096945551128818; 0.8264069105839639
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; 6; svd_reconstruct; svdn; 1026; 342; 342; 0.6; 0.2; 0.2; [0.81067961 0.82038835 0.80097087 0.78431373 0.80392157]; 0.8070175438596491; 0.8157894736842105; 0.8280701754385965; 0.8576358930112166; 0.9688109161793372; 0.8391812865497076; 0.8225806451612904; 0.9; 0.8075581395348836; 0.8337730870712401; 0.9461077844311377; 0.8187681779298548; 0.8460732984293194; 0.9505882352941176; 0.8287824897400822
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 848; 282; 282; 0.6005665722379604; 0.19971671388101983; 0.19971671388101983; [0.85294118 0.81764706 0.83529412 0.79411765 0.81547619]; 0.8368794326241135; 0.8014184397163121; 0.8647308781869688; 0.9012208657047724; 0.9575471698113207; 0.8950471698113207; 0.8535031847133758; 0.950354609929078; 0.8368794326241135; 0.8271604938271605; 0.950354609929078; 0.8014184397163122; 0.875893437296946; 0.9546742209631728; 0.8647308781869689
svm_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; 6; svd_reconstruct; svdne; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.875      0.93478261 0.875      0.84782609 0.90217391]; 0.8366013071895425; 0.7745098039215687; 0.8616187989556136; 0.90282131661442; 0.9391304347826087; 0.8989130434782608; 0.8407643312101912; 0.8859060402684564; 0.8378574787329545; 0.7823343848580441; 0.8266666666666667; 0.7755128205128204; 0.8664987405541562; 0.9064558629776021; 0.8620248267022551
ensemble_model_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; 6; svd_reconstruct; svdne; 882; 294; 294; 0.6; 0.2; 0.2; [0.88202247 0.86931818 0.89204545 0.875      0.84659091]; 0.8061224489795918; 0.7721088435374149; 0.8802721088435375; 0.9417040358744394; 0.9523809523809523; 0.9410430839002267; 0.7912087912087912; 0.7297297297297297; 0.806645686782673; 0.7728813559322035; 0.7972027972027972; 0.7727735840318621; 0.8794520547945205; 0.8770491803278688; 0.8802590075081079
ensemble_model_v2_N40_B80_E120_nb_zones_6_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1014; 338; 338; 0.6; 0.2; 0.2; [0.84803922 0.87254902 0.86633663 0.86138614 0.84653465]; 0.7869822485207101; 0.7662721893491125; 0.8656804733727811; 0.9267822736030827; 0.9487179487179487; 0.9250493096646942; 0.8095238095238095; 0.8895348837209303; 0.7851288876435977; 0.7870619946091645; 0.8538011695906432; 0.7652239380887348; 0.8729714605484051; 0.9176470588235294; 0.8653711484593837
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; 8; svd_reconstruct; svd; 1216; 405; 405; 0.6001974333662389; 0.19990128331688056; 0.19990128331688056; [0.82786885 0.82377049 0.79508197 0.80991736 0.7768595 ]; 0.817283950617284; 0.8024691358024691; 0.9165844027640672; 0.9875104079933389; 0.975328947368421; 0.9876644736842105; 0.8418803418803419; 0.9248826291079812; 0.811399647887324; 0.8198198198198198; 0.91; 0.8037804878048781; 0.9200189304306672; 0.9520078354554359; 0.9163024251904046
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; 8; svd_reconstruct; svd; 1236; 412; 412; 0.6; 0.2; 0.2; [0.87096774 0.83467742 0.87903226 0.83333333 0.90650407]; 0.7936893203883495; 0.779126213592233; 0.9048543689320389; 0.9835526315789473; 0.9676375404530745; 0.9838187702265373; 0.8131868131868133; 0.9536082474226805; 0.8024921971058356; 0.8154158215010142; 0.9348837209302325; 0.772010388383898; 0.9094269870609981; 0.9581304771178188; 0.9050090914146693
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 1172; 390; 390; 0.6004098360655737; 0.19979508196721313; 0.19979508196721313; [0.85169492 0.83760684 0.82051282 0.82905983 0.83333333]; 0.8205128205128205; 0.8333333333333334; 0.9154713114754098; 0.9748743718592965; 0.9931740614334471; 0.9744027303754266; 0.825; 0.8333333333333334; 0.8203125; 0.8433734939759036; 0.8838383838383839; 0.8325441919191919; 0.917869586859134; 0.9389002036659878; 0.9153263904927877
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; 8; svd_reconstruct; svdn; 1204; 401; 401; 0.6001994017946162; 0.19990029910269191; 0.19990029910269191; [0.79752066 0.7892562  0.8125     0.7625     0.80416667]; 0.7880299251870324; 0.8379052369077307; 0.8030907278165503; 0.8256227758007116; 0.9634551495016611; 0.7965116279069768; 0.8036951501154734; 0.8529411764705882; 0.7868766796058525; 0.8558758314855875; 0.9061032863849765; 0.8333707921286584; 0.8274355613805155; 0.929342492639843; 0.8010440933310664
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; 8; svd_reconstruct; svdn; 1218; 406; 406; 0.6; 0.2; 0.2; [0.77459016 0.80737705 0.79098361 0.76639344 0.74793388]; 0.8201970443349754; 0.8768472906403941; 0.8433497536945813; 0.8554484803558191; 0.9474548440065681; 0.8399014778325122; 0.8352144469525958; 0.9685863874345549; 0.8284792402289053; 0.8917748917748918; 0.976303317535545; 0.8727670433831571; 0.8589174800354924; 0.9574678536102869; 0.8437977148326213
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 1086; 362; 362; 0.6; 0.2; 0.2; [0.85779817 0.83944954 0.86238532 0.89351852 0.86111111]; 0.7569060773480663; 0.7403314917127072; 0.843646408839779; 0.913304721030043; 0.9797421731123389; 0.9069981583793738; 0.7904761904761906; 0.8829787234042553; 0.7518341892883345; 0.7661691542288558; 0.8603351955307262; 0.7416430076014286; 0.8575742325113236; 0.9362637362637363; 0.8431318681318681
svm_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; 8; svd_reconstruct; svdne; 1220; 406; 406; 0.6003937007874016; 0.19980314960629922; 0.19980314960629922; [0.81147541 0.84836066 0.84836066 0.81147541 0.88114754]; 0.7881773399014779; 0.8152709359605911; 0.8499015748031497; 0.8834951456310679; 0.8950819672131147; 0.881967213114754; 0.7952380952380952; 0.8267326732673267; 0.7883663366336634; 0.8175182481751825; 0.84; 0.8156310679611649; 0.8524431543299469; 0.8705533596837944; 0.8499825621948384
ensemble_model_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; 8; svd_reconstruct; svdne; 1130; 376; 376; 0.6004250797024442; 0.1997874601487779; 0.1997874601487779; [0.80530973 0.84070796 0.84513274 0.86283186 0.84070796]; 0.8111702127659575; 0.8085106382978723; 0.8815090329436769; 0.9312714776632303; 0.95929203539823; 0.9292035398230089; 0.8054794520547945; 0.786096256684492; 0.811037546331664; 0.8153846153846153; 0.828125; 0.8080842391304348; 0.8837936425221469; 0.8983050847457628; 0.881455314227892
ensemble_model_v2_N40_B80_E120_nb_zones_8_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1238; 412; 412; 0.600387972841901; 0.19980601357904948; 0.19980601357904948; [0.8266129  0.83870968 0.86290323 0.85080645 0.79268293]; 0.8058252427184466; 0.8349514563106796; 0.8651794374393792; 0.895330112721417; 0.8982229402261712; 0.8949919224555735; 0.8148148148148149; 0.8934010152284264; 0.8094912052886318; 0.8540772532188841; 0.908675799086758; 0.8299855679371614; 0.8700934579439252; 0.8995169082125604; 0.8650456985074487
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; 10; svd_reconstruct; svd; 1420; 473; 473; 0.6001690617075233; 0.19991546914623837; 0.19991546914623837; [0.82042254 0.80633803 0.8415493  0.84859155 0.83098592]; 0.7716701902748414; 0.7885835095137421; 0.9049027895181742; 0.9878831076265147; 0.976056338028169; 0.9880281690140845; 0.7915057915057916; 0.9030837004405287; 0.7767451022527847; 0.8194945848375451; 0.926530612244898; 0.7834407447189402; 0.9090909090909092; 0.9517766497461929; 0.9049423789271506
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; 10; svd_reconstruct; svd; 1506; 502; 502; 0.6; 0.2; 0.2; [0.82781457 0.79470199 0.78145695 0.86       0.85666667]; 0.8413793103448276; 0.8413793103448276; 0.9347643097643098; 0.9885829415715245; 0.9774236387782205; 0.9887118193891102; 0.8406466512702078; 0.900990099009901; 0.8453448349126758; 0.8611670020120724; 0.9184549356223176; 0.835465091573535; 0.9359239355105415; 0.9528619528619529; 0.9347643097643097
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 1496; 498; 498; 0.6003210272873194; 0.1998394863563403; 0.1998394863563403; [0.78666667 0.80333333 0.78333333 0.81543624 0.80872483]; 0.8636363636363636; 0.8522727272727273; 0.9074074074074074; 0.9371277299801456; 0.946524064171123; 0.9364973262032086; 0.8684210526315789; 0.9166666666666666; 0.8645833333333333; 0.8602150537634409; 0.8928571428571429; 0.851521164021164; 0.9095394736842105; 0.930976430976431; 0.9074074074074074
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; 10; svd_reconstruct; svdn; 1456; 485; 485; 0.6001648804616653; 0.19991755976916736; 0.19991755976916736; [0.81506849 0.78767123 0.82534247 0.83448276 0.82758621]; 0.8304347826086956; 0.8456521739130435; 0.8787878787878788; 0.9106109324758842; 0.9725274725274725; 0.9045329670329672; 0.8421052631578948; 0.896551724137931; 0.8298548094373865; 0.8530020703933747; 0.9035087719298246; 0.8461509376890501; 0.8862559241706162; 0.9444444444444444; 0.8787878787878788
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; 10; svd_reconstruct; svdn; 1474; 491; 491; 0.6001628664495114; 0.1999185667752443; 0.1999185667752443; [0.83108108 0.8277027  0.84693878 0.82653061 0.84693878]; 0.7804878048780488; 0.7649667405764967; 0.8215488215488216; 0.8687837028160575; 0.9837177747625508; 0.8514246947082769; 0.8085106382978723; 0.9288888888888889; 0.7808161258603736; 0.7921568627450981; 0.8938053097345132; 0.7646804326450344; 0.8427299703264094; 0.9562289562289562; 0.8215488215488216
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 1476; 492; 492; 0.6; 0.2; 0.2; [0.82432432 0.76689189 0.80405405 0.78571429 0.77210884]; 0.8755555555555555; 0.8577777777777778; 0.8707912457912458; 0.8817204301075269; 0.9444444444444444; 0.8733062330623307; 0.8857142857142858; 0.9644444444444444; 0.8755555555555555; 0.8714859437751002; 0.9644444444444444; 0.8577777777777778; 0.8804982483456598; 0.952020202020202; 0.8707912457912458
svm_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; 10; svd_reconstruct; svdne; 1446; 482; 482; 0.6; 0.2; 0.2; [0.84482759 0.8862069  0.85517241 0.85069444 0.86111111]; 0.7849462365591398; 0.7741935483870968; 0.8295454545454546; 0.8696219035202086; 0.9225449515905948; 0.8616874135546335; 0.7899159663865545; 0.7899159663865546; 0.7848258246029689; 0.7671840354767183; 0.762114537444934; 0.7739144115796097; 0.8354327509142626; 0.8653198653198653; 0.8295454545454545
ensemble_model_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; 10; svd_reconstruct; svdne; 1478; 492; 492; 0.6003249390739236; 0.19983753046303818; 0.19983753046303818; [0.89864865 0.86148649 0.85810811 0.89189189 0.84013605]; 0.734966592427617; 0.7728285077951003; 0.8569023569023569; 0.9227774172615185; 0.9621109607577808; 0.9194857916102842; 0.7615230460921845; 0.8225108225108225; 0.7323563286866038; 0.7811158798283262; 0.8348623853211009; 0.7745740498034076; 0.8643256185155627; 0.9116161616161617; 0.856902356902357
ensemble_model_v2_N40_B80_E120_nb_zones_10_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1578; 526; 526; 0.6; 0.2; 0.2; [0.86392405 0.89240506 0.85126582 0.84177215 0.84394904]; 0.8120300751879699; 0.8145363408521303; 0.8968855218855218; 0.9400000000000001; 0.9531051964512041; 0.9391634980988594; 0.7978436657681941; 0.7551020408163265; 0.8110485573539761; 0.8042328042328042; 0.7487684729064039; 0.8157107670654469; 0.8957002979991485; 0.8855218855218855; 0.8968855218855218
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; 12; svd_reconstruct; svd; 1828; 609; 609; 0.6001313197636244; 0.19993434011818778; 0.19993434011818778; [0.81967213 0.82786885 0.86612022 0.81967213 0.83241758]; 0.7700729927007299; 0.7445255474452555; 0.9292929292929293; 0.9804796430563302; 0.9617067833698031; 0.9808533916849016; 0.810810810810811; 0.9642857142857143; 0.765724946695096; 0.7839506172839505; 0.9477611940298507; 0.7488805970149255; 0.9314285714285715; 0.9604377104377104; 0.9292929292929293
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; 12; svd_reconstruct; svd; 1848; 616; 616; 0.6; 0.2; 0.2; [0.84324324 0.76216216 0.84324324 0.81621622 0.8423913 ]; 0.803030303030303; 0.8371212121212122; 0.9364478114478114; 0.9693318729463308; 0.9577922077922078; 0.9696969696969697; 0.8088235294117647; 0.873015873015873; 0.8060731538992408; 0.8561872909698997; 0.927536231884058; 0.8328157349896481; 0.9370045890696703; 0.9452861952861953; 0.9364478114478113
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svd; 40; 80; 120; zones; svd_reconstruct; svd; 1842; 614; 614; 0.6; 0.2; 0.2; [0.85675676 0.87228261 0.85054348 0.85326087 0.82608696]; 0.7453183520599251; 0.7415730337078652; 0.9187710437710438; 0.969398907103825; 0.9630836047774158; 0.9695982627578719; 0.76056338028169; 0.8244274809160306; 0.7467725639874271; 0.7737704918032787; 0.8676470588235294; 0.7391670408621464; 0.9202149648615131; 0.9368686868686869; 0.9187710437710437
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; 12; svd_reconstruct; svdn; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.78648649 0.78648649 0.80434783 0.83152174 0.78804348]; 0.8571428571428571; 0.8609022556390977; 0.8127104377104377; 0.8188050930460333; 0.9067245119305857; 0.799349240780911; 0.8527131782945737; 0.8148148148148148; 0.8577890867967204; 0.8560311284046692; 0.8396946564885496; 0.8605880689850155; 0.8259679311693391; 0.8888888888888888; 0.8127104377104378
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; 12; svd_reconstruct; svdn; 1796; 598; 598; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.81388889 0.82777778 0.81666667 0.84636872 0.8575419 ]; 0.7482758620689656; 0.7758620689655172; 0.8383838383838383; 0.8744897959183673; 0.9543429844097996; 0.8630289532293987; 0.7833827893175075; 0.9705882352941176; 0.7612681436210849; 0.8148148148148148; 0.9285714285714286; 0.7657563025210085; 0.8549848942598188; 0.9528619528619529; 0.8383838383838383
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svdn; 40; 80; 120; zones; svd_reconstruct; svdn; 1780; 593; 593; 0.6001348617666892; 0.19993256911665544; 0.19993256911665544; [0.83988764 0.84269663 0.85674157 0.84831461 0.84269663]; 0.7651006711409396; 0.7684563758389261; 0.8594276094276094; 0.8989113530326595; 0.9741573033707865; 0.8904494382022472; 0.7904191616766467; 0.8516129032258064; 0.7614707872772388; 0.7795527156549522; 0.8531468531468531; 0.7717347168960073; 0.8703416149068323; 0.9436026936026936; 0.8594276094276095
svm_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; 12; svd_reconstruct; svdne; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.83333333 0.84770115 0.85632184 0.80172414 0.82080925]; 0.8056426332288401; 0.8213166144200627; 0.8291245791245792; 0.839754327191513; 0.8653624856156502; 0.8348676639815881; 0.824858757062147; 0.8538011695906432; 0.8019005847953217; 0.819047619047619; 0.8716216216216216; 0.8246996996996997; 0.8349593495934959; 0.8644781144781145; 0.8291245791245792
ensemble_model_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; 12; svd_reconstruct; svdne; 1770; 590; 590; 0.6; 0.2; 0.2; [0.82485876 0.83050847 0.82768362 0.79943503 0.81920904]; 0.8679867986798679; 0.8844884488448845; 0.9023569023569024; 0.9128262076624097; 0.9288135593220339; 0.9112994350282487; 0.8734177215189873; 0.8961038961038961; 0.8675150353002703; 0.8867313915857606; 0.9194630872483222; 0.8850562189488365; 0.9043693322341302; 0.9234006734006734; 0.9023569023569024
ensemble_model_v2_N40_B80_E120_nb_zones_12_svd_reconstruct_svdne; 40; 80; 120; zones; svd_reconstruct; svdne; 1826; 608; 608; 0.6002629848783695; 0.19986850756081526; 0.19986850756081526; [0.85245902 0.84972678 0.81693989 0.86263736 0.87362637]; 0.7709090909090909; 0.76; 0.8897306397306397; 0.928686327077748; 0.9485213581599123; 0.9271631982475356; 0.7675276752767527; 0.7703703703703704; 0.770899470899471; 0.7739726027397261; 0.8071428571428572; 0.7591269841269841; 0.8920922570016475; 0.9116161616161617; 0.8897306397306398
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; 4; svd_reconstruct; svd; 522; 174; 174; 0.6; 0.2; 0.2; [0.69811321 0.80769231 0.72115385 0.78846154 0.77884615]; 0.8448275862068966; 0.8160919540229885; 0.7873563218390804; 0.7892976588628763; 0.9042145593869731; 0.7586206896551726; 0.8508287292817679; 0.9746835443037974; 0.8557628247834776; 0.8383838383838383; 0.9651162790697675; 0.8177854122621564; 0.8106448311156601; 0.9295774647887324; 0.7902391828448166
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; 4; svd_reconstruct; svd; 632; 210; 210; 0.6007604562737643; 0.19961977186311788; 0.19961977186311788; [0.8046875  0.83333333 0.81746032 0.79365079 0.84920635]; 0.8476190476190476; 0.8047619047619048; 0.908745247148289; 0.9622331691297208; 0.9272151898734177; 0.9636075949367089; 0.8532110091743119; 0.8532110091743119; 0.8473975837950767; 0.8161434977578476; 0.9285714285714286; 0.8125; 0.9085714285714286; 0.9120458891013384; 0.90876396534462
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 556; 185; 185; 0.6004319654427646; 0.19978401727861772; 0.19978401727861772; [0.83035714 0.88392857 0.875      0.87272727 0.84545455]; 0.8108108108108109; 0.772972972972973; 0.8887688984881209; 0.9537366548042705; 0.9640287769784173; 0.9532374100719425; 0.8167539267015708; 0.8387096774193549; 0.8106591865357645; 0.7941176470588236; 0.9101123595505618; 0.7779728464419475; 0.8923719958202717; 0.9282608695652174; 0.8890231386452696
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; 4; svd_reconstruct; svdn; 540; 180; 180; 0.6; 0.2; 0.2; [0.80555556 0.76851852 0.68518519 0.77777778 0.67592593]; 0.8277777777777777; 0.8055555555555556; 0.8044444444444444; 0.8090277777777778; 0.8629629629629629; 0.7962962962962963; 0.8544600938967137; 0.9191919191919192; 0.8176206509539843; 0.8275862068965517; 0.875; 0.8005952380952381; 0.8225806451612903; 0.8774193548387097; 0.8019280682239527
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; 4; svd_reconstruct; svdn; 600; 200; 200; 0.6; 0.2; 0.2; [0.875      0.85833333 0.875      0.84166667 0.86666667]; 0.79; 0.845; 0.87; 0.9121725731895223; 0.9866666666666667; 0.905; 0.8108108108108109; 0.9090909090909091; 0.7911791179117912; 0.860986547085202; 0.9142857142857143; 0.8413533834586465; 0.8811700182815357; 0.9563492063492064; 0.8693036354326678
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 612; 204; 204; 0.6; 0.2; 0.2; [0.87903226 0.83606557 0.81967213 0.87704918 0.91803279]; 0.8235294117647058; 0.8480392156862745; 0.9049019607843137; 0.9509803921568627; 0.9509803921568627; 0.9509803921568627; 0.8348623853211009; 0.91; 0.8251923076923078; 0.8622222222222222; 0.9326923076923077; 0.8463461538461539; 0.9080568720379147; 0.9392156862745098; 0.9049019607843137
svm_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; 4; svd_reconstruct; svdne; 736; 245; 245; 0.600326264274062; 0.199836867862969; 0.199836867862969; [0.85810811 0.89189189 0.85135135 0.9109589  0.87671233]; 0.8081632653061225; 0.7918367346938775; 0.8556280587275693; 0.882962962962963; 0.8097826086956522; 0.892663043478261; 0.8097165991902834; 0.8547008547008547; 0.8101629273504274; 0.8015564202334631; 0.8306451612903226; 0.7913556384964009; 0.8498727735368956; 0.8226600985221675; 0.8554143280293172
ensemble_model_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; 4; svd_reconstruct; svdne; 562; 187; 187; 0.6004273504273504; 0.1997863247863248; 0.1997863247863248; [0.83333333 0.91071429 0.875      0.83035714 0.84821429]; 0.7754010695187166; 0.8502673796791443; 0.8920940170940171; 0.944144144144144; 0.9323843416370107; 0.9448398576512456; 0.7717391304347826; 0.7319587628865979; 0.7770904925544101; 0.8292682926829269; 0.8395061728395061; 0.848998369438621; 0.8881506090808415; 0.8736383442265795; 0.8917457968512351
ensemble_model_v2_N40_B130_E170_nb_zones_4_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 582; 194; 194; 0.6; 0.2; 0.2; [0.93220339 0.86206897 0.93965517 0.9137931  0.90517241]; 0.7835051546391752; 0.8041237113402062; 0.8989690721649485; 0.9690721649484536; 0.9690721649484536; 0.9690721649484536; 0.8037383177570093; 0.8514851485148515; 0.780581283934845; 0.8303571428571428; 0.8691588785046729; 0.7966484047695779; 0.903921568627451; 0.9238476953907816; 0.8982295801794673
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; 6; svd_reconstruct; svd; 924; 308; 308; 0.6; 0.2; 0.2; [0.82258065 0.87096774 0.83695652 0.83695652 0.84782609]; 0.7857142857142857; 0.775974025974026; 0.8915584415584416; 0.9645232815964524; 0.9415584415584416; 0.9653679653679653; 0.8103448275862069; 0.8650306748466258; 0.7807911994922784; 0.7940298507462685; 0.8807947019867549; 0.7779769688277725; 0.8946372239747634; 0.913659793814433; 0.891384870729206
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; 6; svd_reconstruct; svd; 1090; 363; 363; 0.6002202643171806; 0.1998898678414097; 0.1998898678414097; [0.90366972 0.90366972 0.9266055  0.87614679 0.91743119]; 0.8044077134986226; 0.7713498622589532; 0.8997797356828194; 0.9736346516007532; 0.9486238532110092; 0.9743119266055046; 0.8211586901763224; 0.8956043956043956; 0.8041557889624189; 0.7950617283950617; 0.8518518518518519; 0.7678799489144317; 0.9023605150214592; 0.9181222707423581; 0.8996166909267346
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 840; 280; 280; 0.6; 0.2; 0.2; [0.89880952 0.82142857 0.81547619 0.82142857 0.83928571]; 0.8071428571428572; 0.8321428571428572; 0.8942857142857142; 0.9438470728793309; 0.9404761904761905; 0.944047619047619; 0.8163265306122449; 0.7894736842105263; 0.8087993421052632; 0.8290909090909091; 0.8028169014084507; 0.8325678709940805; 0.8947368421052632; 0.8809523809523809; 0.8945578231292517
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; 6; svd_reconstruct; svdn; 834; 278; 278; 0.6; 0.2; 0.2; [0.85119048 0.79166667 0.78915663 0.80722892 0.8313253 ]; 0.7949640287769785; 0.802158273381295; 0.8079136690647482; 0.8335123523093448; 0.9304556354916067; 0.8141486810551559; 0.8385269121813032; 1.0; 0.7807692307692308; 0.8467966573816156; 1.0; 0.7817460317460317; 0.837492391965916; 0.9595536959553695; 0.8029566399539105
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; 6; svd_reconstruct; svdn; 920; 306; 306; 0.6005221932114883; 0.19973890339425587; 0.19973890339425587; [0.80434783 0.8423913  0.79347826 0.83152174 0.79347826]; 0.7941176470588235; 0.8366013071895425; 0.8674934725848564; 0.9081632653061225; 0.967391304347826; 0.9021739130434783; 0.8130563798219586; 0.9133333333333333; 0.7964102564102564; 0.8529411764705882; 0.90625; 0.8332619863013699; 0.8774894387447194; 0.9441558441558442; 0.8670910454375022
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 954; 318; 318; 0.6; 0.2; 0.2; [0.80729167 0.84895833 0.83157895 0.86315789 0.86842105]; 0.8113207547169812; 0.8270440251572327; 0.8679245283018868; 0.9069539666993144; 0.9706498951781971; 0.9004192872117401; 0.8181818181818183; 0.8881578947368421; 0.8145608750792644; 0.8297213622291022; 0.8701298701298701; 0.8283576179917644; 0.8745519713261648; 0.9348659003831418; 0.8689199390391544
svm_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; 6; svd_reconstruct; svdne; 830; 276; 276; 0.6005788712011577; 0.19971056439942114; 0.19971056439942114; [0.86746988 0.81927711 0.8253012  0.8373494  0.81325301]; 0.8152173913043478; 0.8369565217391305; 0.8473227206946454; 0.8599269183922046; 0.8506024096385543; 0.8614457831325303; 0.8197879858657242; 0.8529411764705882; 0.8157563025210084; 0.8387096774193549; 0.8666666666666667; 0.8375886524822695; 0.8474331164135935; 0.8542274052478134; 0.8473723233135617
ensemble_model_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; 6; svd_reconstruct; svdne; 990; 330; 330; 0.6; 0.2; 0.2; [0.82323232 0.82323232 0.86363636 0.85353535 0.85353535]; 0.8242424242424242; 0.8393939393939394; 0.8787878787878788; 0.9100101112234581; 0.9090909090909091; 0.9101010101010102; 0.8220858895705523; 0.7976190476190477; 0.8247354497354498; 0.8417910447761193; 0.8245614035087719; 0.8399536577292287; 0.8787878787878787; 0.8693045563549161; 0.8788924742558893
ensemble_model_v2_N40_B130_E170_nb_zones_6_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 896; 298; 298; 0.6005361930294906; 0.19973190348525469; 0.19973190348525469; [0.81111111 0.84444444 0.85       0.8258427  0.78651685]; 0.8087248322147651; 0.7986577181208053; 0.8612600536193029; 0.9060542797494779; 0.96875; 0.8995535714285713; 0.8246153846153845; 0.8589743589743589; 0.8062477428674613; 0.782608695652174; 0.8059701492537313; 0.7993265380415; 0.8672225785760104; 0.9159891598915989; 0.8618407337919533
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; 8; svd_reconstruct; svd; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.82377049 0.8442623  0.81818182 0.7892562  0.7892562 ]; 0.8341584158415841; 0.8316831683168316; 0.8902077151335311; 0.9290953545232273; 0.9390444810543658; 0.92833607907743; 0.8329177057356608; 0.8186274509803921; 0.834313725490196; 0.8210526315789473; 0.7959183673469388; 0.8306514913657771; 0.8894422310756972; 0.8867924528301887; 0.8901942559717446
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; 8; svd_reconstruct; svd; 1170; 390; 390; 0.6; 0.2; 0.2; [0.76068376 0.83760684 0.83760684 0.86752137 0.84615385]; 0.8025641025641026; 0.8076923076923077; 0.8897435897435897; 0.9430894308943091; 0.8923076923076924; 0.9461538461538461; 0.817102137767221; 0.9247311827956989; 0.8079538266919671; 0.8322147651006712; 0.9738219895287958; 0.8110315977794733; 0.8911392405063292; 0.9147609147609148; 0.8900727650727652
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 1226; 408; 408; 0.6003917727717923; 0.19980411361410383; 0.19980411361410383; [0.86585366 0.84552846 0.8699187  0.87704918 0.88934426]; 0.7573529411764706; 0.7671568627450981; 0.8702252693437806; 0.9425101214574899; 0.9494290375203915; 0.9420880913539967; 0.7579462102689487; 0.7380952380952381; 0.7579365079365079; 0.7764705882352941; 0.7932692307692307; 0.7666346153846154; 0.8719188013533108; 0.8748787584869059; 0.8701792407666972
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; 8; svd_reconstruct; svdn; 1180; 393; 393; 0.6002034587995931; 0.19989827060020346; 0.19989827060020346; [0.88983051 0.85169492 0.86016949 0.88135593 0.8559322 ]; 0.821882951653944; 0.7862595419847328; 0.8428280773143438; 0.8746968472109943; 0.9169491525423729; 0.8686440677966101; 0.8333333333333331; 0.8663366336633663; 0.8206028718055052; 0.7910447761194029; 0.8502673796791443; 0.7892113597424848; 0.8499271491015057; 0.8937691521961185; 0.843034525439498
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; 8; svd_reconstruct; svdn; 1196; 398; 398; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.83333333 0.8        0.84583333 0.80252101 0.82352941]; 0.8668341708542714; 0.8517587939698492; 0.8534136546184738; 0.8531810766721044; 0.8745819397993311; 0.8494983277591973; 0.8729016786570742; 0.9285714285714286; 0.8677510608203678; 0.8591885441527446; 0.9137055837563451; 0.8523751799378742; 0.8583899127061105; 0.893037336024218; 0.8536115751050161
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 1158; 386; 386; 0.6; 0.2; 0.2; [0.84051724 0.83189655 0.84913793 0.80603448 0.80869565]; 0.8005181347150259; 0.8341968911917098; 0.8746113989637305; 0.9154811715481171; 0.9447322970639033; 0.9127806563039724; 0.8060453400503779; 0.8465608465608465; 0.8014530121129105; 0.8431372549019608; 0.8865979381443299; 0.8339239690721649; 0.879; 0.9137214137214137; 0.8747326076871531
svm_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; 8; svd_reconstruct; svdne; 1176; 392; 392; 0.6; 0.2; 0.2; [0.84745763 0.86864407 0.87288136 0.84188034 0.83760684]; 0.8061224489795918; 0.7857142857142857; 0.8306122448979592; 0.8549747048903878; 0.8622448979591837; 0.8537414965986394; 0.831858407079646; 0.8744186046511628; 0.7987912232295362; 0.7941176470588235; 0.8804347826086957; 0.7911789297658862; 0.8377321603128056; 0.8682877406281662; 0.8303411981660872
ensemble_model_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; 8; svd_reconstruct; svdne; 1232; 410; 410; 0.6003898635477583; 0.19980506822612085; 0.19980506822612085; [0.86290323 0.83333333 0.8699187  0.89837398 0.82926829]; 0.7731707317073171; 0.8292682926829268; 0.8430799220272904; 0.8731045490822028; 0.887987012987013; 0.8709415584415585; 0.7919463087248323; 0.8984771573604061; 0.7778770763327852; 0.8504273504273505; 0.9212962962962963; 0.8240502100038183; 0.8514760147601477; 0.8969873663751214; 0.8429218356802294
ensemble_model_v2_N40_B130_E170_nb_zones_8_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 1044; 348; 348; 0.6; 0.2; 0.2; [0.82857143 0.86666667 0.82211538 0.875      0.79807692]; 0.8160919540229885; 0.8017241379310345; 0.8637931034482759; 0.9042357274401474; 0.9406130268199234; 0.9003831417624523; 0.8128654970760234; 0.7722222222222223; 0.8176587301587303; 0.8011527377521614; 0.7722222222222223; 0.8027777777777778; 0.8664788732394366; 0.8718820861678005; 0.863679970822828
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; 10; svd_reconstruct; svd; 1446; 482; 482; 0.6; 0.2; 0.2; [0.83448276 0.85172414 0.8137931  0.80208333 0.85763889]; 0.7978494623655914; 0.8064516129032258; 0.8905723905723906; 0.9446870451237264; 0.8976486860304288; 0.9474412171507607; 0.817829457364341; 0.9547511312217195; 0.8052444180698762; 0.8369565217391304; 0.9467213114754098; 0.7991525109413249; 0.8935298935298934; 0.9183501683501684; 0.8905723905723906
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; 10; svd_reconstruct; svd; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.85958904 0.80136986 0.80136986 0.84931507 0.84931507]; 0.8624454148471615; 0.8275109170305677; 0.8804713804713805; 0.9013888888888889; 0.8890410958904109; 0.9027397260273973; 0.8701030927835051; 0.9055793991416309; 0.8616785884597042; 0.8278867102396514; 0.8444444444444444; 0.827801621363853; 0.8808724832214765; 0.8838383838383839; 0.8804713804713805
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 1468; 489; 489; 0.6001635322976288; 0.19991823385118562; 0.19991823385118562; [0.83333333 0.80952381 0.85034014 0.79931973 0.81164384]; 0.8325991189427313; 0.8303964757709251; 0.9107744107744108; 0.9596167008898014; 0.9550408719346049; 0.9598092643051771; 0.8429752066115702; 0.8793103448275862; 0.831547064305685; 0.8372093023255813; 0.8918918918918919; 0.8317218080149115; 0.9123242349048801; 0.9284511784511784; 0.9107744107744108
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; 10; svd_reconstruct; svdn; 1490; 496; 496; 0.6003223207091055; 0.1998388396454472; 0.1998388396454472; [0.8557047  0.86912752 0.84899329 0.84899329 0.82885906]; 0.8261851015801355; 0.7765237020316027; 0.8341750841750841; 0.8602564102564102; 0.9006711409395973; 0.8536912751677852; 0.8277404921700224; 0.8333333333333334; 0.8261689291101055; 0.7843137254901961; 0.8144796380090498; 0.7766091883738943; 0.8402270884022709; 0.8720538720538721; 0.8341750841750841
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; 10; svd_reconstruct; svdn; 1430; 476; 476; 0.600335852225021; 0.1998320738874895; 0.1998320738874895; [0.8006993  0.84265734 0.86013986 0.82867133 0.84965035]; 0.8097251585623678; 0.8118393234672304; 0.8362794612794613; 0.8565573770491804; 0.8769230769230769; 0.8531468531468531; 0.8207171314741036; 0.8728813559322034; 0.809858399485089; 0.8223552894211578; 0.869198312236287; 0.8117178001859401; 0.8423186055938386; 0.8745791245791246; 0.8362794612794613
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 1436; 478; 478; 0.6003344481605352; 0.19983277591973245; 0.19983277591973245; [0.875      0.89236111 0.88194444 0.86363636 0.82517483]; 0.7553191489361702; 0.7659574468085106; 0.8463804713804713; 0.9056603773584906; 0.935933147632312; 0.9025069637883009; 0.7850467289719626; 0.8786610878661087; 0.7531833577858682; 0.7851562500000001; 0.8701298701298701; 0.7677009183285334; 0.8557882259976294; 0.9116161616161617; 0.8463804713804715
svm_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; 10; svd_reconstruct; svdne; 1434; 478; 478; 0.6; 0.2; 0.2; [0.87152778 0.84027778 0.85664336 0.88811189 0.83916084]; 0.802547770700637; 0.7622080679405521; 0.8459595959595959; 0.8890420399724329; 0.899581589958159; 0.8877266387726638; 0.7982646420824294; 0.7763713080168776; 0.8027155685383532; 0.7606837606837606; 0.7606837606837606; 0.7621984204262685; 0.846218487394958; 0.8476430976430976; 0.845959595959596
ensemble_model_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; 10; svd_reconstruct; svdne; 1502; 500; 500; 0.6003197442046363; 0.19984012789768185; 0.19984012789768185; [0.81456954 0.85666667 0.84333333 0.83       0.81      ]; 0.8260869565217391; 0.8489702517162472; 0.8552188552188552; 0.8705128205128204; 0.9041278295605859; 0.8655126498002663; 0.8109452736318409; 0.7546296296296297; 0.8252786157197923; 0.8405797101449275; 0.7873303167420814; 0.8496836768895591; 0.8552188552188552; 0.8552188552188552; 0.8552188552188551
ensemble_model_v2_N40_B130_E170_nb_zones_10_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 1512; 504; 504; 0.6; 0.2; 0.2; [0.85197368 0.84437086 0.82781457 0.87748344 0.88410596]; 0.8032407407407407; 0.7916666666666666; 0.8674242424242424; 0.9088541666666667; 0.9232804232804233; 0.9074074074074074; 0.814814814814815; 0.8348214285714286; 0.8020260989010989; 0.8043478260869565; 0.8894230769230769; 0.7951579670329672; 0.8716904276985744; 0.9006734006734006; 0.8674242424242423
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; 12; svd_reconstruct; svd; 1736; 578; 578; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.81896552 0.84770115 0.84770115 0.80635838 0.80635838]; 0.853125; 0.84375; 0.8855218855218855; 0.8983149331783847; 0.8905529953917051; 0.8991935483870968; 0.8517350157728707; 0.84375; 0.853125; 0.84375; 0.84375; 0.84375; 0.8846480067854113; 0.8779461279461279; 0.8855218855218856
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; 12; svd_reconstruct; svd; 1752; 584; 584; 0.6; 0.2; 0.2; [0.84943182 0.82857143 0.82       0.83428571 0.84      ]; 0.8685897435897436; 0.8653846153846154; 0.8905723905723906; 0.899030233884769; 0.8995433789954338; 0.8989726027397259; 0.8610169491525423; 0.8193548387096774; 0.8682761454694884; 0.8571428571428571; 0.802547770700637; 0.8657900143825766; 0.8889837745516652; 0.8762626262626263; 0.8905723905723906
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svd; 40; 130; 170; zones; svd_reconstruct; svd; 1714; 571; 571; 0.6001400560224089; 0.19992997198879553; 0.19992997198879553; [0.81976744 0.8255814  0.84210526 0.84502924 0.83918129]; 0.797583081570997; 0.8066465256797583; 0.8956228956228957; 0.9321739130434782; 0.9381563593932322; 0.9317386231038507; 0.814404432132964; 0.8497109826589595; 0.7951086558864418; 0.8095238095238095; 0.8607594936708861; 0.8089924635984489; 0.897605284888522; 0.914983164983165; 0.8956228956228957
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; 12; svd_reconstruct; svdn; 1682; 560; 560; 0.6002855103497502; 0.1998572448251249; 0.1998572448251249; [0.82248521 0.7797619  0.8452381  0.86607143 0.82440476]; 0.7867435158501441; 0.8328530259365994; 0.8232323232323232; 0.8403547671840355; 0.901307966706302; 0.8287752675386445; 0.7967032967032968; 0.8895705521472392; 0.7926113630301413; 0.8481675392670157; 0.8804347826086957; 0.8297879434515871; 0.8352941176470589; 0.8964646464646465; 0.8232323232323232
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; 12; svd_reconstruct; svdn; 1708; 569; 569; 0.6001405481377372; 0.19992972593113142; 0.19992972593113142; [0.85380117 0.8625731  0.85964912 0.85672515 0.82058824]; 0.7754491017964071; 0.8053892215568862; 0.8493265993265994; 0.8765571913929785; 0.9063231850117096; 0.8723653395784544; 0.7989276139410187; 0.861271676300578; 0.7722507449825872; 0.8158640226628896; 0.8944099378881988; 0.8084766452446774; 0.8563402889245585; 0.8981481481481481; 0.8493265993265994
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svdn; 40; 130; 170; zones; svd_reconstruct; svdn; 1732; 577; 577; 0.6001386001386001; 0.19993069993069992; 0.19993069993069992; [0.82471264 0.79190751 0.78901734 0.78901734 0.8150289 ]; 0.8695652173913043; 0.8757763975155279; 0.8939393939393939; 0.9054505005561735; 0.9399538106235565; 0.9018475750577367; 0.8839779005524862; 0.9248554913294798; 0.865112309423129; 0.8734177215189874; 0.9261744966442953; 0.8792722194204136; 0.8982229402261712; 0.936026936026936; 0.893939393939394
svm_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; 12; svd_reconstruct; svdne; 1754; 584; 584; 0.6002737850787132; 0.1998631074606434; 0.1998631074606434; [0.78409091 0.80681818 0.81714286 0.81142857 0.83142857]; 0.842443729903537; 0.8135048231511254; 0.8244949494949495; 0.8333333333333334; 0.8836944127708096; 0.8232611174458382; 0.8473520249221184; 0.8831168831168831; 0.8428323269087601; 0.8164556962025317; 0.821656050955414; 0.8134254280751096; 0.8329995995194233; 0.8754208754208754; 0.8244949494949495
ensemble_model_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; 12; svd_reconstruct; svdne; 1844; 614; 614; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.81351351 0.82162162 0.78804348 0.80978261 0.83423913]; 0.8721804511278195; 0.8834586466165414; 0.8518518518518519; 0.851526125193999; 0.8926247288503254; 0.8443600867678961; 0.8721804511278195; 0.8; 0.8793388429752067; 0.8571428571428572; 0.768595041322314; 0.87395269307495; 0.8543046357615893; 0.8686868686868687; 0.8518518518518517
ensemble_model_v2_N40_B130_E170_nb_zones_12_svd_reconstruct_svdne; 40; 130; 170; zones; svd_reconstruct; svdne; 1764; 588; 588; 0.6; 0.2; 0.2; [0.83615819 0.85310734 0.81818182 0.875      0.81818182]; 0.7581699346405228; 0.803921568627451; 0.8619528619528619; 0.8917410714285713; 0.9058956916099773; 0.8900226757369615; 0.7612903225806452; 0.7919463087248322; 0.7590304792031806; 0.8170731707317074; 0.8535031847133758; 0.8025905185311846; 0.8650205761316873; 0.8846801346801347; 0.8619528619528619
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; 4; svd_reconstruct; svd; 598; 199; 199; 0.6004016064257028; 0.19979919678714858; 0.19979919678714858; [0.8        0.75833333 0.83333333 0.80833333 0.78813559]; 0.8241206030150754; 0.8341708542713567; 0.8102409638554217; 0.8082408874801902; 0.8528428093645485; 0.7976588628762542; 0.8387096774193549; 0.883495145631068; 0.8219559061488674; 0.819672131147541; 0.872093023255814; 0.8387013788845441; 0.816682832201746; 0.8627049180327869; 0.8112737188589132
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; 4; svd_reconstruct; svd; 606; 202; 202; 0.6; 0.2; 0.2; [0.89344262 0.86885246 0.94262295 0.9        0.9       ]; 0.8118811881188119; 0.7277227722772277; 0.8782178217821782; 0.9479166666666667; 0.900990099009901; 0.9504950495049505; 0.8000000000000002; 0.8; 0.811214953271028; 0.7441860465116279; 0.7920792079207921; 0.7277227722772277; 0.8746177370030581; 0.8597194388777555; 0.8780006196345725
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 554; 184; 184; 0.6008676789587852; 0.19956616052060738; 0.19956616052060738; [0.89285714 0.85714286 0.82727273 0.83636364 0.85454545]; 0.7934782608695652; 0.8260869565217391; 0.89587852494577; 0.9511278195488722; 0.9133574007220217; 0.9530685920577618; 0.7956989247311828; 0.8505747126436781; 0.7964213769403958; 0.850467289719626; 0.883495145631068; 0.8182907826920772; 0.8969957081545064; 0.8950749464668094; 0.8958891215850531
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; 4; svd_reconstruct; svdn; 636; 212; 212; 0.6; 0.2; 0.2; [0.765625   0.859375   0.796875   0.77777778 0.73809524]; 0.839622641509434; 0.8207547169811321; 0.810377358490566; 0.7968503937007875; 0.7955974842767296; 0.7971698113207548; 0.8468468468468469; 0.8703703703703703; 0.839031339031339; 0.8240740740740742; 0.8811881188118812; 0.8234769422888234; 0.8126747437092264; 0.8273244781783681; 0.8104727456557881
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; 4; svd_reconstruct; svdn; 544; 181; 181; 0.6004415011037527; 0.1997792494481236; 0.1997792494481236; [0.85454545 0.88181818 0.84259259 0.86111111 0.85185185]; 0.7182320441988951; 0.7292817679558011; 0.8300220750551877; 0.9042553191489362; 0.9375; 0.9007352941176471; 0.7243243243243244; 0.7790697674418605; 0.7211138310893513; 0.743455497382199; 0.7802197802197802; 0.728998778998779; 0.8361702127659575; 0.8752783964365256; 0.8304181916537114
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 560; 186; 186; 0.6008583690987125; 0.19957081545064378; 0.19957081545064378; [0.84821429 0.875      0.82142857 0.8125     0.83035714]; 0.8225806451612904; 0.8010752688172043; 0.8562231759656652; 0.887719298245614; 0.9035714285714286; 0.8857142857142857; 0.8405797101449274; 0.87; 0.8187209302325582; 0.7810650887573966; 0.7764705882352941; 0.7991263832265579; 0.8583509513742072; 0.8731182795698925; 0.8562593539177085
svm_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; 4; svd_reconstruct; svdne; 706; 235; 235; 0.6003401360544217; 0.19982993197278912; 0.19982993197278912; [0.90140845 0.84507042 0.87323944 0.87142857 0.87142857]; 0.7787234042553192; 0.8042553191489362; 0.8988095238095238; 0.9697841726618704; 0.9546742209631728; 0.9702549575070821; 0.7758620689655173; 0.7758620689655172; 0.7786873370037671; 0.809917355371901; 0.8376068376068376; 0.8043966391424019; 0.8982035928143713; 0.8959044368600683; 0.8987996760571528
ensemble_model_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; 4; svd_reconstruct; svdne; 576; 192; 192; 0.6; 0.2; 0.2; [0.79310345 0.78448276 0.80172414 0.86842105 0.76315789]; 0.8333333333333334; 0.8229166666666666; 0.8552083333333333; 0.867992766726944; 0.8333333333333334; 0.873263888888889; 0.8241758241758242; 0.8152173913043478; 0.8326086956521738; 0.8131868131868132; 0.7474747474747475; 0.8253502769631801; 0.8484187568157033; 0.8121085594989561; 0.8551187288139273
ensemble_model_v2_N40_B160_E200_nb_zones_4_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 658; 219; 219; 0.6003649635036497; 0.19981751824817517; 0.19981751824817517; [0.90151515 0.78030303 0.84848485 0.75757576 0.86923077]; 0.7671232876712328; 0.8401826484018264; 0.8640510948905109; 0.8982229402261712; 0.8449848024316109; 0.9042553191489362; 0.7811158798283263; 0.8125; 0.7660630841121494; 0.8292682926829269; 0.7798165137614679; 0.839908256880734; 0.859035004730369; 0.8254545454545454; 0.8641924741924741
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; 6; svd_reconstruct; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.74731183 0.77419355 0.77956989 0.82065217 0.79891304]; 0.827922077922078; 0.7922077922077922; 0.8722438391699092; 0.9065420560747663; 0.838012958963283; 0.9136069114470843; 0.8113879003558719; 0.7755102040816326; 0.8256433007985802; 0.7746478873239437; 0.7534246575342466; 0.7902925756807035; 0.8613652357494722; 0.8095238095238095; 0.8710468920392584
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; 6; svd_reconstruct; svd; 820; 273; 273; 0.6002928257686676; 0.19985358711566617; 0.19985358711566617; [0.76829268 0.83536585 0.83536585 0.8597561  0.81707317]; 0.8131868131868132; 0.7582417582417582; 0.8477306002928258; 0.883780332056194; 0.8439024390243902; 0.8890243902439023; 0.8235294117647057; 0.8206896551724138; 0.8126885775862069; 0.7500000000000001; 0.8181818181818182; 0.764354066985646; 0.844311377245509; 0.834319526627219; 0.8475945459223052
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 926; 308; 308; 0.6005188067444877; 0.19974059662775617; 0.19974059662775617; [0.7688172  0.84946237 0.82795699 0.84782609 0.76086957]; 0.788961038961039; 0.8246753246753247; 0.8942931258106356; 0.9504504504504504; 0.9114470842332614; 0.9524838012958963; 0.792332268370607; 0.8104575163398693; 0.78909972591187; 0.8211920529801325; 0.8322147651006712; 0.8249124139968765; 0.8915502328675982; 0.8758169934640523; 0.8941504529739823
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; 6; svd_reconstruct; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.89784946 0.90217391 0.92934783 0.9076087  0.875     ]; 0.745928338762215; 0.7785016286644951; 0.8509114583333334; 0.9100758396533045; 0.911062906724512; 0.9099783080260304; 0.7664670658682635; 0.8258064516129032; 0.7451400679117147; 0.7861635220125787; 0.8741258741258742; 0.7846239126726932; 0.8546031746031745; 0.8866930171277997; 0.8513259165433079
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; 6; svd_reconstruct; svdn; 922; 307; 307; 0.6002604166666666; 0.19986979166666666; 0.19986979166666666; [0.86021505 0.875      0.88043478 0.81521739 0.80978261]; 0.8143322475570033; 0.8273615635179153; 0.8470052083333334; 0.876604146100691; 0.9631236442516269; 0.8644251626898046; 0.8288288288288289; 0.9078947368421053; 0.8152376910016979; 0.8417910447761194; 0.8980891719745223; 0.8257112526539279; 0.8602022605591909; 0.938961038961039; 0.8467651147807805
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 868; 289; 289; 0.6002766251728907; 0.19986168741355465; 0.19986168741355465; [0.79885057 0.8045977  0.86781609 0.83333333 0.81976744]; 0.7716262975778547; 0.8235294117647058; 0.8540802213001383; 0.8934240362811792; 0.9078341013824884; 0.8917050691244238; 0.8035714285714286; 0.9; 0.766546762589928; 0.8271186440677967; 0.8840579710144928; 0.826134945772147; 0.8605419695968274; 0.9016620498614959; 0.8541459420578197
svm_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; 6; svd_reconstruct; svdne; 840; 280; 280; 0.6; 0.2; 0.2; [0.86904762 0.77380952 0.86309524 0.86904762 0.85119048]; 0.7785714285714286; 0.8035714285714286; 0.8257142857142857; 0.8410513141426784; 0.8; 0.8488095238095239; 0.7703703703703704; 0.7375886524822695; 0.7788662686871779; 0.8014440433212997; 0.7708333333333334; 0.8045343137254903; 0.8187221396731056; 0.7815602836879433; 0.8260319404051227
ensemble_model_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; 6; svd_reconstruct; svdne; 884; 294; 294; 0.6005434782608695; 0.19972826086956522; 0.19972826086956522; [0.87640449 0.87640449 0.84659091 0.85227273 0.84659091]; 0.7551020408163265; 0.7755102040816326; 0.8410326086956522; 0.888631090487239; 0.8665158371040724; 0.8914027149321267; 0.7631578947368421; 0.7581699346405228; 0.7549714921429564; 0.7724137931034483; 0.7466666666666667; 0.7761111111111112; 0.8392857142857143; 0.8201342281879195; 0.8412913231723642
ensemble_model_v2_N40_B160_E200_nb_zones_6_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 898; 299; 299; 0.6002673796791443; 0.1998663101604278; 0.1998663101604278; [0.89444444 0.92222222 0.91666667 0.92222222 0.84831461]; 0.7993311036789298; 0.7926421404682275; 0.8716577540106952; 0.9225663716814159; 0.9287305122494433; 0.9220489977728284; 0.7986577181208053; 0.8321678321678322; 0.8006993006993006; 0.8154761904761905; 0.8203592814371258; 0.7889675195064417; 0.8751625487646294; 0.8866930171277997; 0.8714333470984996
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; 8; svd_reconstruct; svd; 1128; 376; 376; 0.6; 0.2; 0.2; [0.84513274 0.84955752 0.79646018 0.80973451 0.84821429]; 0.8563829787234043; 0.8324468085106383; 0.8356382978723405; 0.8273381294964028; 0.8156028368794326; 0.8297872340425532; 0.8701923076923076; 0.923469387755102; 0.8534013605442177; 0.8452088452088453; 0.8958333333333334; 0.8310688405797102; 0.8403100775193798; 0.8539915966386554; 0.8354009707331208
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; 8; svd_reconstruct; svd; 1214; 404; 404; 0.6003956478733927; 0.19980217606330367; 0.19980217606330367; [0.85655738 0.84016393 0.84297521 0.7892562  0.79752066]; 0.8118811881188119; 0.8415841584158416; 0.8328387734915925; 0.8313458262350937; 0.8039538714991763; 0.8369028006589786; 0.8232558139534885; 0.8894472361809045; 0.8130163010172815; 0.8552036199095022; 0.9402985074626866; 0.8420704359973531; 0.8347996089931574; 0.8480635551142006; 0.8328987726309919
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 1126; 375; 375; 0.6002132196162047; 0.19989339019189764; 0.19989339019189764; [0.80088496 0.81858407 0.84070796 0.79910714 0.84375   ]; 0.8346666666666667; 0.832; 0.8997867803837953; 0.9415041782729805; 0.9005328596802842; 0.9440497335701599; 0.8426395939086295; 0.8691099476439791; 0.83401149556112; 0.8310991957104559; 0.8157894736842105; 0.8322190611664296; 0.8980477223427331; 0.8771186440677966; 0.8999327125918383
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; 8; svd_reconstruct; svdn; 1122; 374; 374; 0.6; 0.2; 0.2; [0.84955752 0.79910714 0.87053571 0.83035714 0.80357143]; 0.8262032085561497; 0.7914438502673797; 0.8320855614973262; 0.8552074513124471; 0.9001782531194296; 0.8475935828877006; 0.8209366391184573; 0.8418079096045198; 0.8269953253606356; 0.8078817733990148; 0.8631578947368421; 0.7902745995423341; 0.8389743589743589; 0.8814655172413793; 0.8324525038436197
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; 8; svd_reconstruct; svdn; 1152; 384; 384; 0.6; 0.2; 0.2; [0.84913793 0.83913043 0.83913043 0.85217391 0.85652174]; 0.8229166666666666; 0.7942708333333334; 0.8442708333333333; 0.8711864406779661; 0.8923611111111112; 0.8680555555555556; 0.8396226415094339; 0.8855721393034826; 0.8198352499796101; 0.8049382716049384; 0.8624338624338624; 0.7953194953194954; 0.8511697361871577; 0.8850931677018633; 0.8440140890920218
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 1256; 418; 418; 0.6003824091778203; 0.19980879541108987; 0.19980879541108987; [0.86507937 0.91269841 0.86507937 0.892      0.88      ]; 0.7703349282296651; 0.7918660287081339; 0.857074569789675; 0.9073482428115015; 0.9044585987261147; 0.907643312101911; 0.7983193277310925; 0.9313725490196079; 0.774097489463075; 0.8176100628930818; 0.9112149532710281; 0.7889408099688475; 0.8643990929705215; 0.9110898661567878; 0.8570745697896749
svm_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; 8; svd_reconstruct; svdne; 1076; 358; 358; 0.6004464285714286; 0.19977678571428573; 0.19977678571428573; [0.85185185 0.81944444 0.85648148 0.82242991 0.84579439]; 0.8156424581005587; 0.7793296089385475; 0.8225446428571429; 0.8360189573459715; 0.8197026022304833; 0.8392193308550185; 0.8114285714285713; 0.8554216867469879; 0.818335843373494; 0.7989821882951653; 0.8263157894736842; 0.7762531328320803; 0.8231368186874305; 0.8277404921700223; 0.8225562149046103
ensemble_model_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; 8; svd_reconstruct; svdne; 1178; 392; 392; 0.6004077471967381; 0.199796126401631; 0.199796126401631; [0.80084746 0.79661017 0.79237288 0.77542373 0.79487179]; 0.8163265306122449; 0.8163265306122449; 0.8353720693170235; 0.8455565142364105; 0.831918505942275; 0.8480475382003397; 0.8054054054054054; 0.7801047120418848; 0.8154254903493006; 0.8074866310160428; 0.7626262626262627; 0.8168801416224096; 0.8302679978980557; 0.8077709611451943; 0.8352879195969873
ensemble_model_v2_N40_B160_E200_nb_zones_8_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 1236; 412; 412; 0.6; 0.2; 0.2; [0.79435484 0.76612903 0.76209677 0.80487805 0.79268293]; 0.8422330097087378; 0.8398058252427184; 0.8655339805825243; 0.8801313628899835; 0.8673139158576052; 0.8818770226537217; 0.838709677419355; 0.8086124401913876; 0.8427298654158909; 0.8333333333333331; 0.7932692307692307; 0.8402620663650076; 0.8626673277144272; 0.8405797101449275; 0.8656557087310004
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; 10; svd_reconstruct; svd; 1508; 502; 502; 0.6003184713375797; 0.1998407643312102; 0.1998407643312102; [0.8013245  0.85099338 0.81788079 0.79139073 0.82      ]; 0.836405529953917; 0.8294930875576036; 0.8223905723905723; 0.8241269841269842; 0.8607427055702918; 0.8163129973474801; 0.8492569002123143; 0.8771929824561403; 0.8342275591892352; 0.8221153846153845; 0.8300970873786407; 0.8295222278998466; 0.8285946385052801; 0.8585858585858586; 0.8223905723905723
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; 10; svd_reconstruct; svd; 1486; 495; 495; 0.6001615508885298; 0.19991922455573505; 0.19991922455573505; [0.80201342 0.83892617 0.84228188 0.81756757 0.83783784]; 0.7887640449438202; 0.8292134831460675; 0.8615319865319865; 0.892349356804333; 0.8869448183041723; 0.8930013458950201; 0.7929515418502202; 0.7894736842105263; 0.7887460586951249; 0.8272727272727273; 0.8387096774193549; 0.8294425580079231; 0.8612399831294812; 0.8594276094276094; 0.8615319865319865
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 1550; 516; 516; 0.6003098373353989; 0.19984508133230056; 0.19984508133230056; [0.83548387 0.82580645 0.82903226 0.82903226 0.80322581]; 0.8062953995157385; 0.7941888619854721; 0.8707912457912458; 0.9071895424836602; 0.895483870967742; 0.9083870967741936; 0.8076923076923077; 0.8076923076923077; 0.8062851782363978; 0.8036951501154734; 0.848780487804878; 0.7945825515947467; 0.8709541824295922; 0.8720538720538721; 0.8707912457912458
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; 10; svd_reconstruct; svdn; 1500; 500; 500; 0.6; 0.2; 0.2; [0.80333333 0.78333333 0.78333333 0.79333333 0.83      ]; 0.8515981735159818; 0.865296803652968; 0.8392255892255892; 0.8365019011406845; 0.88; 0.828; 0.8590021691973971; 0.9209302325581395; 0.8528417978934196; 0.8742004264392326; 0.9192825112107623; 0.8642924183960788; 0.8476874003189793; 0.8947811447811448; 0.8392255892255893
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; 10; svd_reconstruct; svdn; 1404; 468; 468; 0.6; 0.2; 0.2; [0.77304965 0.81914894 0.80714286 0.84285714 0.81428571]; 0.7927350427350427; 0.8589743589743589; 0.8346153846153846; 0.8474114441416893; 0.886039886039886; 0.8404558404558405; 0.8024439918533606; 0.9036697247706422; 0.7998348623853211; 0.8791208791208791; 0.967741935483871; 0.8520527859237537; 0.8455089820359281; 0.9066780821917808; 0.8347383585020338
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 1482; 494; 494; 0.6; 0.2; 0.2; [0.82214765 0.84459459 0.83783784 0.8277027  0.85810811]; 0.796420581655481; 0.767337807606264; 0.8421717171717171; 0.8844672657252888; 0.9298245614035088; 0.8785425101214576; 0.8183632734530938; 0.8913043478260869; 0.7935784411941494; 0.7815126050420168; 0.8571428571428571; 0.7698757763975156; 0.8520710059171597; 0.9090909090909091; 0.8421717171717172
svm_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; 10; svd_reconstruct; svdne; 1460; 486; 486; 0.600328947368421; 0.19983552631578946; 0.19983552631578946; [0.79452055 0.79452055 0.8390411  0.77054795 0.81506849]; 0.8537117903930131; 0.8427947598253275; 0.8291245791245792; 0.8177474402730376; 0.8205479452054795; 0.8171232876712329; 0.8452655889145497; 0.820627802690583; 0.8528670928346531; 0.8421052631578948; 0.8170212765957446; 0.8434882167732087; 0.8275276125743416; 0.8198653198653199; 0.8291245791245792
ensemble_model_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; 10; svd_reconstruct; svdne; 1572; 524; 524; 0.6; 0.2; 0.2; [0.7943038  0.84076433 0.85031847 0.82802548 0.81528662]; 0.8134328358208955; 0.8134328358208955; 0.835016835016835; 0.8452685421994887; 0.8409669211195929; 0.846055979643766; 0.8081841432225064; 0.7745098039215687; 0.8140225787284611; 0.8041775456919061; 0.7777777777777778; 0.812908496732026; 0.8323353293413175; 0.819023569023569; 0.835016835016835
ensemble_model_v2_N40_B160_E200_nb_zones_10_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 1422; 474; 474; 0.6; 0.2; 0.2; [0.83566434 0.81338028 0.82746479 0.86619718 0.82042254]; 0.8122362869198312; 0.820675105485232; 0.8510548523206751; 0.8722341184867951; 0.8593530239099859; 0.8741209563994374; 0.8149688149688149; 0.8132780082987552; 0.8122184032910085; 0.8275862068965517; 0.8717948717948718; 0.8213141025641025; 0.8513684210526316; 0.8524451939291737; 0.8510536780456679
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; 12; svd_reconstruct; svd; 1760; 586; 586; 0.6002728512960437; 0.19986357435197818; 0.19986357435197818; [0.85227273 0.86079545 0.82954545 0.86647727 0.85227273]; 0.801948051948052; 0.7142857142857143; 0.8935185185185185; 0.937873357228196; 0.8920454545454546; 0.9409090909090908; 0.8087774294670846; 0.8376623376623377; 0.801948051948052; 0.717948717948718; 0.7272727272727273; 0.7142857142857143; 0.8902386117136659; 0.8636363636363636; 0.8935185185185186
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; 12; svd_reconstruct; svd; 1770; 590; 590; 0.6; 0.2; 0.2; [0.83050847 0.8079096  0.83615819 0.83615819 0.8559322 ]; 0.8217821782178217; 0.7788778877887789; 0.9044612794612794; 0.9363745498199278; 0.8813559322033898; 0.9401129943502824; 0.8392857142857143; 0.8924050632911392; 0.8186163247490178; 0.7899686520376176; 0.8689655172413793; 0.7825840244434743; 0.902197328737613; 0.8813131313131313; 0.9044612794612794
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svd; 40; 160; 200; zones; svd_reconstruct; svd; 1738; 579; 579; 0.6001381215469613; 0.19993093922651933; 0.19993093922651933; [0.78735632 0.83045977 0.77873563 0.86206897 0.83236994]; 0.8589341692789969; 0.8087774294670846; 0.9048821548821548; 0.9280575539568345; 0.8906789413118527; 0.9309551208285386; 0.8598130841121495; 0.8789808917197452; 0.8592435322796256; 0.8145896656534956; 0.8271604938271605; 0.8084847055123064; 0.902502157031924; 0.8804713804713805; 0.904882154882155
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; 12; svd_reconstruct; svdn; 1814; 604; 604; 0.600264725347452; 0.199867637326274; 0.199867637326274; [0.84065934 0.88186813 0.85359116 0.86187845 0.8480663 ]; 0.7402135231316725; 0.7722419928825622; 0.8417508417508418; 0.8773730118009235; 0.9426681367144433; 0.868246968026461; 0.7667731629392971; 0.8955223880597015; 0.7470809219210072; 0.806060606060606; 0.9047619047619048; 0.7658137882018479; 0.8549382716049383; 0.9326599326599326; 0.8417508417508417
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; 12; svd_reconstruct; svdn; 1756; 585; 585; 0.6001367053998633; 0.19993164730006835; 0.19993164730006835; [0.82954545 0.83522727 0.84375    0.8        0.80571429]; 0.7967741935483871; 0.8451612903225807; 0.8396464646464646; 0.8565356004250798; 0.9179954441913439; 0.84624145785877; 0.8163265306122449; 0.8588957055214724; 0.7933934309920286; 0.8481012658227849; 0.9115646258503401; 0.8484203497349861; 0.8500590318772137; 0.9090909090909091; 0.8396464646464646
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svdn; 40; 160; 200; zones; svd_reconstruct; svdn; 1798; 599; 599; 0.6001335113484646; 0.1999332443257677; 0.1999332443257677; [0.80277778 0.825      0.81388889 0.84166667 0.80167598]; 0.8788927335640139; 0.8477508650519031; 0.8665824915824916; 0.8731343283582089; 0.9110122358175751; 0.867630700778643; 0.8916408668730652; 0.9230769230769231; 0.8750722961249278; 0.8439716312056736; 0.8947368421052632; 0.8512145748987856; 0.8722289399435712; 0.9107744107744108; 0.8665824915824918
svm_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; 12; svd_reconstruct; svdne; 1834; 611; 611; 0.600130890052356; 0.19993455497382198; 0.19993455497382198; [0.83152174 0.81793478 0.78961749 0.82513661 0.80601093]; 0.8118081180811808; 0.7601476014760148; 0.8148148148148148; 0.8282078472958643; 0.8516902944383861; 0.8233369683751364; 0.803088803088803; 0.7819548872180451; 0.8112672986814863; 0.7430830039525691; 0.6811594202898551; 0.7616323417238748; 0.81651376146789; 0.8240740740740741; 0.8148148148148148
ensemble_model_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; 12; svd_reconstruct; svdne; 1912; 637; 637; 0.6001255492780917; 0.19993722536095418; 0.19993722536095418; [0.81510417 0.84293194 0.85602094 0.84554974 0.84554974]; 0.7025862068965517; 0.7155172413793104; 0.82996632996633; 0.8606939409632315; 0.8692468619246861; 0.8593096234309624; 0.6849315068493151; 0.6198347107438017; 0.7063137517682972; 0.6826923076923077; 0.6396396396396397; 0.7123818032908943; 0.828668363019508; 0.8223905723905723; 0.8299663299663299
ensemble_model_v2_N40_B160_E200_nb_zones_12_svd_reconstruct_svdne; 40; 160; 200; zones; svd_reconstruct; svdne; 1664; 554; 554; 0.6002886002886003; 0.19985569985569984; 0.19985569985569984; [0.80838323 0.79640719 0.80120482 0.80120482 0.80722892]; 0.8735955056179775; 0.8426966292134831; 0.8505892255892256; 0.8464328899637243; 0.8413461538461539; 0.8473557692307692; 0.8883374689826303; 0.9521276595744681; 0.8689209726443768; 0.8494623655913978; 0.9404761904761905; 0.8478976697061803; 0.8538493207081104; 0.872895622895623; 0.8505892255892256
ensemble_model_N8_B146_E154_nb_zones_12_lab_svd; 8; 146; 154; 12; lab; svd; 682; 227; 227; 0.6003521126760564; 0.19982394366197184; 0.19982394366197184; [0.76086957 0.77205882 0.77941176 0.78676471 0.83823529]; 0.7128712871287128; 0.8118811881188119; 0.8450226244343891; 0.869309838472834; 0.8680351906158358; 0.8695014662756598; 0.7070707070707072; 0.7142857142857143; 0.7129120879120879; 0.8256880733944955; 0.8653846153846154; 0.810243328100471; 0.8458942632170979; 0.8506787330316742; 0.8450226244343892
ensemble_model_v2_N26_B87_E113_nb_zones_12_svd_trunc_diff_svd; 26; 87; 113; zones; svd_trunc_diff; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.82575758 0.83333333 0.84848485 0.75757576 0.83333333]; 0.7946428571428571; 0.7321428571428571; 0.8800904977375565; 0.9198184568835099; 0.9212121212121213; 0.9196969696969698; 0.8; 0.9019607843137255; 0.8034394085503054; 0.7761194029850746; 0.8524590163934426; 0.7203471552555448; 0.8835164835164835; 0.9095022624434389; 0.8800904977375565
svm_model_N32_B84_E116_nb_zones_12_lab_svd; 32; 84; 116; 12; lab; svd; 660; 220; 220; 0.6; 0.2; 0.2; [0.92424242 0.90151515 0.84090909 0.89393939 0.83333333]; 0.875; 0.8571428571428571; 0.8880090497737556; 0.8956127080181542; 0.896969696969697; 0.8954545454545455; 0.8627450980392156; 0.8461538461538461; 0.8730769230769231; 0.8571428571428571; 0.8; 0.8615384615384616; 0.8868571428571429; 0.8778280542986425; 0.8880090497737556
svm_model_N32_B84_E116_nb_zones_12_ipca_diff_svdne; 32; 84; 116; 12; ipca_diff; svdne; 646; 215; 215; 0.6003717472118959; 0.19981412639405205; 0.19981412639405205; [0.80769231 0.80769231 0.76153846 0.8203125  0.8828125 ]; 0.7815126050420168; 0.7899159663865546; 0.8789592760180995; 0.910828025477707; 0.8854489164086687; 0.913312693498452; 0.7936507936507937; 0.819672131147541; 0.7805257207461843; 0.7967479674796748; 0.8448275862068966; 0.7912662521198417; 0.877993158494869; 0.8710407239819005; 0.8789592760180995
svm_model_N32_B84_E116_nb_zones_12_svd_trunc_diff_svd; 32; 84; 116; 12; svd_trunc_diff; svd; 670; 223; 223; 0.600358422939068; 0.19982078853046595; 0.19982078853046595; [0.81343284 0.82835821 0.80597015 0.79850746 0.91044776]; 0.7850467289719626; 0.719626168224299; 0.8246606334841629; 0.8486646884272997; 0.8537313432835821; 0.8477611940298508; 0.8; 0.8363636363636363; 0.7835664335664336; 0.75; 0.8653846153846154; 0.7236013986013986; 0.8294829482948295; 0.8529411764705882; 0.824660633484163
ensemble_model_N40_B30_E70_nb_zones_12_ipca_diff_svd; 40; 30; 70; 12; ipca_diff; svd; 678; 226; 226; 0.6; 0.2; 0.2; [0.89705882 0.83823529 0.88235294 0.88970588 0.95522388]; 0.8446601941747572; 0.8737864077669902; 0.9400452488687783; 0.9647058823529412; 0.967551622418879; 0.9646017699115044; 0.8333333333333334; 0.7407407407407407; 0.8499622071050642; 0.8659793814432989; 0.8571428571428571; 0.873015873015873; 0.9392898052691868; 0.9276018099547512; 0.9400452488687783